From 14d333610dba2f880533f3f719360dcfbf516e6e Mon Sep 17 00:00:00 2001 From: Jamie <36257254+Jamee999@users.noreply.github.com> Date: Tue, 20 Mar 2018 16:54:26 -0400 Subject: [PATCH] Add files via upload --- alldata.txt | 4008 +++++++++++++++++++++-------------------- australiadata.txt | 563 +++--- bangladeshdata.txt | 119 +- cricinfoscrape.py | 92 +- cricinfoyearscrape.py | 55 + cricket.py | 465 +++-- customleague.py | 438 +++++ customseries.py | 394 ++++ draft.py | 875 +++++++++ englanddata.txt | 1057 +++++------ indiadata.txt | 393 ++-- league.py | 342 ++++ newzealanddata.txt | 385 ++-- pakistandata.txt | 301 ++-- playersconvert.py | 37 +- scrapetestlists.py | 66 + series.py | 268 +++ southafricadata.txt | 485 ++--- srilankadata.txt | 187 +- westindiesdata.txt | 379 ++-- zimbabwedata.txt | 139 +- 21 files changed, 6880 insertions(+), 4168 deletions(-) create mode 100644 cricinfoyearscrape.py create mode 100644 customleague.py create mode 100644 customseries.py create mode 100644 draft.py create mode 100644 league.py create mode 100644 scrapetestlists.py create mode 100644 series.py diff --git a/alldata.txt b/alldata.txt index 9881a26..a214bb0 100644 --- a/alldata.txt +++ b/alldata.txt @@ -1,447 +1,448 @@ -['HRJ Charlwood', 20.64, 500, 'Bat', 1877, 1877, 0.5, 1.4, 0] -['T Emmett', 16.78, 26.89, 'PartFast', 1877, 1882, 0.5, 1.0356899737430711, 0] -['A Greenwood', 18.06, 500, 'Bat', 1877, 1877, 0.5, 1.4, 0] -['A Hill', 12.28, 29.69, 'Fast', 1877, 1877, 0.5, 1.0061919504643964, 0] -['H Jupp', 25.99, 500, 'OpenBat', 1877, 1877, 0.5, 1.4, 0] -['James Lillywhite jnr', 14.3, 29.52, 'Spin', 1877, 1877, 0.5, 0.975232198142415, 0] -['J Selby', 22.53, 500, 'WK', 1877, 1882, 0.5, 1.4, 0] -['A Shaw', 13.51, 23.99, 'Spin', 1877, 1882, 0.5, 0.6903623796912345, 4] -['J Southerton', 9.14, 28.03, 'Med', 1877, 1877, 0.5, 1.0706423854312588, 0] -['G Ulyett', 39.78, 44.53, 'Fast', 1877, 1890, 0.5, 1.063768765871795, 0] -['CA Absolom', 14.31, 500, 'Bat', 1879, 1879, 0.5, 1.4, 0] -['Lord Harris', 29.26, 199.81, 'Bat', 1879, 1884, 0.5, 2.4942660550458715, 4] -['L Hone', 13.33, 500, 'WK', 1879, 1879, 0.5, 1.4, 0] -['AN Hornby', 23.26, 50.34, 'Bat', 1879, 1884, 0.5, 0.0, 2] -['AP Lucas', 27.7, 52.14, 'PartSpin', 1879, 1884, 0.5, 1.238532110091743, 0] -['FA MacKinnon', 12.61, 500, 'Bat', 1879, 1879, 0.5, 1.4, 0] -['VPFA Royle', 13.21, 188.63, 'Bat', 1879, 1879, 0.5, 0.9782608695652175, 0] -['SS Schultz', 14.26, 73.53, 'PartMed', 1879, 1879, 0.5, 1.9948849104859334, 0] -['AJ Webbe', 24.74, 500, 'Bat', 1879, 1879, 0.5, 1.4, 0] -['W Barnes', 37.67, 35.46, 'Fast', 1880, 1890, 0.5, 0.9623319256346778, 0] -['EM Grace', 19.56, 500, 'OpenBat', 1880, 1880, 0.375, 1.4, 0] -['GF Grace', 21.77, 500, 'OpenBat', 1880, 1880, 0.0, 1.4, 0] -['WG Grace', 50.29, 37.96, 'OpenPartMed', 1880, 1899, 0.5, 0.9577144712279846, 13] +['T Armitage', 12.23, 58.61, 'Bat', 1877, 1877, 0.5, 1.2, 0] +['HRJ Charlwood', 20.64, 500, 'Bat', 1877, 1877, 0.5, 1.2, 0] +['T Emmett', 16.78, 43.39, 'Fast', 1877, 1882, 0.5, 1.0356899737430711, 0] +['A Greenwood', 18.06, 500, 'Bat', 1877, 1877, 0.5, 1.2, 0] +['A Hill', 12.28, 47.32, 'Fast', 1877, 1877, 0.5, 1.0061919504643964, 0] +['H Jupp', 25.99, 500, 'OpenBat', 1877, 1877, 0.5, 1.2, 0] +['James Lillywhite jnr', 14.3, 44.18, 'Spin', 1877, 1877, 0.5, 0.975232198142415, 0] +['J Selby', 22.53, 500, 'WK', 1877, 1882, 0.5, 1.2, 0] +['A Shaw', 13.51, 42.22, 'Spin', 1877, 1882, 0.5, 0.8, 4] +['J Southerton', 9.14, 44.33, 'Med', 1877, 1877, 0.5, 1.0706423854312588, 0] +['G Ulyett', 39.78, 49.61, 'Fast', 1877, 1890, 0.5, 1.063768765871795, 0] +['CA Absolom', 14.31, 500, 'Bat', 1879, 1879, 0.5, 1.2, 0] +['Lord Harris', 29.26, 70.26, 'Bat', 1879, 1884, 0.5, 1.2, 4] +['L Hone', 13.33, 500, 'WK', 1879, 1879, 0.5, 1.2, 0] +['AN Hornby', 23.26, 50.34, 'Bat', 1879, 1884, 0.5, 1.2, 2] +['AP Lucas', 27.7, 59.48, 'PartSpin', 1879, 1884, 0.5, 1.2, 0] +['FA MacKinnon', 12.61, 500, 'Bat', 1879, 1879, 0.5, 1.2, 0] +['VPFA Royle', 13.21, 67.19, 'Bat', 1879, 1879, 0.5, 0.9782608695652175, 0] +['SS Schultz', 14.26, 73.53, 'PartMed', 1879, 1879, 0.5, 1.2, 0] +['AJ Webbe', 24.74, 500, 'Bat', 1879, 1879, 0.5, 1.2, 0] +['W Barnes', 37.67, 45.6, 'Fast', 1880, 1890, 0.5, 0.9623319256346778, 0] +['EM Grace', 19.56, 500, 'OpenBat', 1880, 1880, 0.375, 1.2, 0] +['GF Grace', 21.77, 500, 'OpenBat', 1880, 1880, 0.0, 1.2, 0] +['WG Grace', 50.29, 47.4, 'OpenPartMed', 1880, 1899, 0.5, 0.9577144712279846, 13] ['Hon.A Lyttelton', 24.85, 298.95, 'WK', 1880, 1884, 0.5, 1.0894495412844036, 0] -['F Morley', 5.08, 26.83, 'Fast', 1880, 1883, 0.5, 0.8381470155170461, 0] -['F Penn', 24.46, 199.96, 'Bat', 1880, 1880, 0.5494505494505495, 0.4424778761061947, 0] -['AG Steel', 43.74, 33.98, 'Med', 1880, 1888, 0.5, 1.2187751813053989, 4] -['RG Barlow', 34.1, 32.94, 'OpenMed', 1882, 1887, 0.5, 0.8556066217482488, 0] -['W Bates', 38.61, 35.49, 'Spin', 1882, 1887, 0.5, 0.9514869156062398, 0] -['WE Midwinter', 19.26, 40.75, 'Med', 1877, 1887, 0.5, 0.9652971679297965, 0] -['E Peate', 12.81, 30.79, 'Spin', 1882, 1886, 0.5, 0.8927637770574087, 0] -['R Pilling', 11.69, 500, 'WK', 1882, 1888, 0.5, 1.4, 0] -['WH Scotton', 31.04, 326.98, 'Bat', 1882, 1887, 0.5, 2.73972602739726, 0] -['A Shrewsbury snr', 57.49, 324.15, 'OpenBat', 1882, 1893, 0.5, 0.4608294930875576, 7] -['JM Read', 28.2, 500, 'Bat', 1882, 1893, 0.5, 1.4, 0] -['CT Studd', 28.04, 41.0, 'OpenPartFast', 1882, 1883, 0.5, 0.7024082568807338, 0] -['Hon.IFW Bligh', 19.18, 500, 'Bat', 1883, 1883, 0.5, 1.4, 0] -['CFH Leslie', 21.86, 319.83, 'PartFast', 1883, 1883, 0.5, 1.2614678899082568, 0] -['WW Read', 43.36, 93.63, 'Bat', 1883, 1893, 0.5, 2.9032258064516134, 2] -['GB Studd', 18.15, 500, 'Bat', 1883, 1883, 0.5, 1.4, 0] -['EFS Tylecote', 22.77, 500, 'WK', 1883, 1886, 0.5, 1.4, 0] -['GF Vernon', 20.81, 500, 'Bat', 1883, 1883, 0.5, 1.4, 0] -["TC O'Brien", 25.28, 500, 'Bat', 1884, 1896, 0.5, 1.4, 1] -['S Christopherson', 9.67, 61.44, 'PartFast', 1884, 1884, 0.5, 1.3900080580177276, 0] -['W Attewell', 19.61, 34.0, 'Med', 1884, 1892, 0.5, 0.6073247635217075, 0] -['J Briggs', 27.79, 29.76, 'Spin', 1884, 1899, 0.5, 0.9741588289634392, 0] -['W Flowers', 26.4, 34.33, 'Spin', 1884, 1893, 0.5, 0.9538848248525668, 0] -['J Hunter', 11.34, 500, 'WK', 1884, 1885, 0.5, 1.4, 0] -['R Peel', 22.94, 29.95, 'Spin', 1884, 1896, 0.5, 0.888637870999834, 0] -['GA Lohmann', 16.31, 24.46, 'Fast', 1886, 1896, 0.5, 0.8067215639017207, 0] -['W Gunn', 32.38, 500, 'Bat', 1887, 1899, 0.5, 1.4, 0] -['M Sherwin', 9.96, 500, 'WK', 1887, 1888, 0.5, 1.4, 0] -['R Wood', 16.64, 500, 'Bat', 1887, 1887, 0.5, 1.4, 0] -['W Newham', 29.19, 500, 'Bat', 1888, 1888, 0.1897810218978102, 1.4, 0] -['AE Stoddart', 46.17, 54.89, 'Bat', 1888, 1898, 0.5, 1.4038231780167265, 8] -['R Abel', 40.51, 496.28, 'OpenBat', 1888, 1902, 0.5, 1.4, 0] -['J Shuter', 25.52, 500, 'OpenBat', 1888, 1888, 0.5, 1.4, 0] -['FH Sugg', 29.56, 500, 'Bat', 1888, 1888, 0.5, 1.4, 0] -['H Wood', 26.76, 500, 'WK', 1888, 1892, 0.5, 1.4, 0] -['MP Bowden', 18.64, 500, 'Bat', 1889, 1889, 0.5, 1.4, 0] -['Hon.CJ Coventry', 19.83, 500, 'Bat', 1889, 1889, 0.5, 1.4, 0] -['AJ Fothergill', 13.27, 47.97, 'Fast', 1889, 1889, 0.5, 0.7646559048428206, 0] -['BAF Grieve', 41.72, 500, 'Bat', 1889, 1889, 0.5, 1.4, 0] -['F Hearne', 19.86, 62.05, 'OpenBat', 1889, 1896, 0.5, 1.5995734470807785, 0] -['CA Smith', 12.95, 55.61, 'Fast', 1889, 1889, 0.5, 1.0802833530106257, 0] -['JEP McMaster', 9.29, 500, 'Bat', 1889, 1889, 0.0, 1.4, 0] -['G MacGregor', 19.06, 500, 'WK', 1890, 1893, 0.5, 1.4, 0] -['J Cranston', 19.15, 500, 'Bat', 1890, 1890, 0.5, 1.4, 0] -['F Martin', 13.93, 35.91, 'Med', 1890, 1892, 0.5, 0.8818011257035647, 0] -['JW Sharpe', 9.59, 41.79, 'Fast', 1890, 1892, 0.5, 0.802103879026956, 0] -['G Bean', 22.67, 500, 'Bat', 1892, 1892, 0.5, 1.4, 0] -['VA Barton', 23.65, 500, 'Bat', 1892, 1892, 0.5, 1.4, 0] -['W Chatterton', 26.69, 500, 'OpenBat', 1892, 1892, 0.5, 1.4, 0] -['JJ Ferris', 15.16, 33.94, 'Med', 1887, 1892, 0.5, 0.909902082795219, 0] -['A Hearne', 24.6, 500, 'OpenBat', 1892, 1892, 0.5, 1.4, 0] -['GG Hearne', 19.3, 500, 'Bat', 1892, 1892, 0.5, 1.4, 0] -['JT Hearne', 10.81, 27.89, 'Med', 1892, 1899, 0.5, 0.8521295362903225, 0] -['WL Murdoch', 48.06, 500, 'Bat', 1877, 1892, 0.5, 1.4, 16] -['AD Pougher', 18.37, 44.4, 'Fast', 1892, 1892, 0.5, 0.6139315230224321, 0] -['H Philipson', 12.88, 500, 'WK', 1892, 1895, 0.5, 1.4, 0] -['Hon.FS Jackson', 54.84, 36.24, 'PartFast', 1893, 1905, 0.5, 1.127161921959202, 5] -['WH Lockwood', 20.29, 28.34, 'Fast', 1893, 1902, 0.5, 0.9982345304736622, 0] -['AW Mold', 6.67, 29.75, 'Fast', 1893, 1893, 0.5, 1.1530122856579725, 0] -['E Wainwright', 19.11, 33.45, 'PartSpin', 1893, 1898, 0.5, 1.3471948818897637, 0] -['A Ward', 35.8, 500, 'OpenBat', 1893, 1895, 0.5, 1.4, 0] -['W Brockwell', 22.94, 46.99, 'PartFast', 1893, 1899, 0.5, 1.2443621134020617, 0] -['T Richardson', 10.8, 29.9, 'Fast', 1893, 1898, 0.5, 1.1567641173855046, 0] -['JT Brown', 33.45, 61.75, 'Bat', 1894, 1899, 0.5, 1.4732142857142856, 0] -['FGJ Ford', 22.47, 53.82, 'PartSpin', 1894, 1895, 0.5, 1.5056022408963585, 0] -['LH Gay', 12.09, 500, 'WK', 1894, 1894, 0.5, 1.4, 0] -['AC MacLaren', 41.08, 485.04, 'OpenBat', 1894, 1909, 0.5, 1.4, 22] -['HR Bromley-Davenport', 15.16, 36.48, 'PartFast', 1896, 1899, 0.5, 1.4102410360954551, 0] -['HR Butt', 11.33, 480.96, 'WK', 1896, 1896, 0.5, 1.4, 0] -['CB Fry', 40.26, 63.34, 'Bat', 1896, 1912, 0.5, 0.6716417910447761, 6] -['Lord Hawke', 16.35, 478.66, 'Bat', 1896, 1899, 0.5, 1.4, 4] -['TW Hayward', 41.79, 43.5, 'OpenPartMed', 1896, 1909, 0.5, 1.2934559683933715, 0] -['AJL Hill', 28.55, 55.23, 'Bat', 1896, 1896, 0.5, 0.46875, 0] -['AM Miller', 20.27, 480.96, 'Bat', 1896, 1896, 0.5, 1.4, 0] -['SMJ Woods', 26.0, 42.4, 'Fast', 1888, 1896, 0.5, 1.5044531814169941, 0] -['CW Wright', 16.07, 480.96, 'Bat', 1896, 1896, 0.5, 1.4, 0] -['C Heseltine', 8.9, 50.11, 'Fast', 1896, 1896, 0.5, 1.253980891719745, 0] -['EJ Tyler', 8.66, 35.69, 'Spin', 1896, 1896, 0.5, 1.050646551724138, 0] -['AFA Lilley', 24.89, 59.16, 'WK', 1896, 1909, 0.5, 2.067415730337079, 0] -['KS Ranjitsinhji', 53.34, 73.41, 'Bat', 1896, 1902, 0.5, 0.9001384828435143, 0] -['EG Wynyard', 23.97, 172.31, 'Bat', 1896, 1906, 0.5, 1.579925650557621, 0] -['NF Druce', 27.01, 478.66, 'Bat', 1897, 1898, 0.5, 1.4, 0] -['GH Hirst', 27.37, 32.73, 'Fast', 1897, 1909, 0.5, 0.9919022668048978, 0] -['JR Mason', 25.66, 38.56, 'OpenPartFast', 1897, 1898, 0.5, 1.0257469365276057, 0] -['W Storer', 24.22, 68.23, 'WK', 1897, 1899, 0.5, 1.4338821030270847, 0] -['JH Board', 16.32, 485.04, 'WK', 1899, 1906, 0.5, 1.4, 0] -['WR Cuttell', 17.57, 33.25, 'Spin', 1899, 1899, 0.5, 0.5734485467399842, 0] -['S Haigh', 13.41, 26.12, 'Fast', 1899, 1912, 0.5, 1.0300287039081477, 0] -['FW Milligan', 13.71, 51.41, 'Bat', 1899, 1899, 0.5, 1.4427860696517412, 0] -['F Mitchell', 21.86, 478.09, 'Bat', 1899, 1912, 0.5, 1.4, 3] -['AE Trott', 22.91, 33.07, 'Spin', 1895, 1899, 0.5, 0.9421200115953232, 0] -['JT Tyldesley', 38.48, 500, 'Bat', 1899, 1909, 0.5, 1.4, 0] -['PF Warner', 29.6, 478.09, 'OpenBat', 1899, 1912, 0.5, 1.4, 10] -['CEM Wilson', 17.0, 491.4, 'Bat', 1899, 1899, 0.5, 1.4, 0] -['AG Archer', 22.64, 491.4, 'Bat', 1899, 1899, 0.5, 1.4, 0] -['W Rhodes', 35.79, 30.98, 'Spin', 1899, 1930, 0.5, 0.8923143725575337, 0] -['GL Jessop', 26.95, 37.52, 'PartFast', 1899, 1912, 0.5, 1.0362997658079627, 0] -['W Mead', 9.46, 33.24, 'PartSpin', 1899, 1899, 0.5, 0.768797521824838, 0] +['F Morley', 5.08, 44.07, 'Fast', 1880, 1883, 0.5, 0.8381470155170461, 0] +['F Penn', 24.46, 77.61, 'Bat', 1880, 1880, 0.5494505494505495, 0.8, 0] +['AG Steel', 43.74, 50.3, 'Med', 1880, 1888, 0.5, 1.2, 4] +['RG Barlow', 34.1, 46.88, 'OpenMed', 1882, 1887, 0.5, 0.8556066217482488, 0] +['W Bates', 38.61, 45.48, 'Spin', 1882, 1887, 0.5, 0.9514869156062398, 0] +['WE Midwinter', 19.26, 51.75, 'Med', 1877, 1887, 0.5, 0.9652971679297965, 0] +['E Peate', 12.81, 47.18, 'Spin', 1882, 1886, 0.5, 0.8927637770574087, 0] +['R Pilling', 11.69, 500, 'WK', 1882, 1888, 0.5, 1.2, 0] +['WH Scotton', 31.04, 326.98, 'Bat', 1882, 1887, 0.5, 1.2, 0] +['A Shrewsbury snr', 57.49, 324.15, 'OpenBat', 1882, 1893, 0.5, 0.8, 7] +['JM Read', 28.2, 500, 'Bat', 1882, 1893, 0.5, 1.2, 0] +['CT Studd', 28.04, 54.04, 'OpenPartFast', 1882, 1883, 0.5, 0.8, 0] +['Hon.IFW Bligh', 19.18, 500, 'Bat', 1883, 1883, 0.5, 1.2, 0] +['CFH Leslie', 21.86, 319.83, 'PartFast', 1883, 1883, 0.5, 1.2, 0] +['WW Read', 43.36, 91.33, 'Bat', 1883, 1893, 0.5, 1.2, 2] +['GB Studd', 18.15, 500, 'Bat', 1883, 1883, 0.5, 1.2, 0] +['EFS Tylecote', 22.77, 500, 'WK', 1883, 1886, 0.5, 1.2, 0] +['GF Vernon', 20.81, 500, 'Bat', 1883, 1883, 0.5, 1.2, 0] +["TC O'Brien", 25.28, 500, 'Bat', 1884, 1896, 0.5, 1.2, 1] +['S Christopherson', 9.67, 63.83, 'Fast', 1884, 1884, 0.5, 1.2, 0] +['W Attewell', 19.61, 45.86, 'Med', 1884, 1892, 0.5, 0.8, 0] +['J Briggs', 27.79, 36.49, 'Spin', 1884, 1899, 0.5, 0.9741588289634392, 0] +['W Flowers', 26.4, 48.38, 'Spin', 1884, 1893, 0.5, 0.9538848248525668, 0] +['J Hunter', 11.34, 500, 'WK', 1884, 1885, 0.5, 1.2, 0] +['R Peel', 22.94, 36.72, 'Spin', 1884, 1896, 0.5, 0.888637870999834, 0] +['GA Lohmann', 16.31, 36.56, 'Fast', 1886, 1896, 0.5, 0.8067215639017207, 0] +['W Gunn', 32.38, 500, 'Bat', 1887, 1899, 0.5, 1.2, 0] +['M Sherwin', 9.96, 500, 'WK', 1887, 1888, 0.5, 1.2, 0] +['R Wood', 16.64, 500, 'Bat', 1887, 1887, 0.5, 1.2, 0] +['W Newham', 29.19, 500, 'Bat', 1888, 1888, 0.1897810218978102, 1.2, 0] +['AE Stoddart', 46.17, 54.89, 'Bat', 1888, 1898, 0.5, 1.2, 8] +['R Abel', 40.51, 496.28, 'OpenBat', 1888, 1902, 0.5, 1.2, 0] +['J Shuter', 25.52, 500, 'OpenBat', 1888, 1888, 0.5, 1.2, 0] +['FH Sugg', 29.56, 500, 'Bat', 1888, 1888, 0.5, 1.2, 0] +['H Wood', 26.76, 500, 'WK', 1888, 1892, 0.5, 1.2, 0] +['MP Bowden', 18.64, 500, 'Bat', 1889, 1889, 0.5, 1.2, 0] +['Hon.CJ Coventry', 19.83, 500, 'Bat', 1889, 1889, 0.5, 1.2, 0] +['AJ Fothergill', 13.27, 60.54, 'Fast', 1889, 1889, 0.5, 0.8, 0] +['BAF Grieve', 41.72, 500, 'Bat', 1889, 1889, 0.5, 1.2, 0] +['F Hearne', 19.86, 62.05, 'OpenBat', 1889, 1896, 0.5, 1.2, 0] +['CA Smith', 12.95, 57.24, 'Fast', 1889, 1889, 0.5, 1.0802833530106257, 0] +['JEP McMaster', 9.29, 500, 'Bat', 1889, 1889, 0.0, 1.2, 0] +['G MacGregor', 19.06, 500, 'WK', 1890, 1893, 0.5, 1.2, 0] +['J Cranston', 19.15, 500, 'Bat', 1890, 1890, 0.5, 1.2, 0] +['F Martin', 13.93, 47.31, 'Med', 1890, 1892, 0.5, 0.8818011257035647, 0] +['JW Sharpe', 9.59, 58.0, 'Fast', 1890, 1892, 0.5, 0.802103879026956, 0] +['G Bean', 22.67, 500, 'Bat', 1892, 1892, 0.5, 1.2, 0] +['VA Barton', 23.65, 500, 'Bat', 1892, 1892, 0.5, 1.2, 0] +['W Chatterton', 26.69, 500, 'OpenBat', 1892, 1892, 0.5, 1.2, 0] +['JJ Ferris', 15.16, 43.09, 'Med', 1887, 1892, 0.5, 0.909902082795219, 0] +['A Hearne', 24.6, 500, 'OpenBat', 1892, 1892, 0.5, 1.2, 0] +['GG Hearne', 19.3, 500, 'Bat', 1892, 1892, 0.5, 1.2, 0] +['JT Hearne', 10.81, 33.8, 'Med', 1892, 1899, 0.5, 0.8521295362903225, 0] +['WL Murdoch', 48.06, 500, 'Bat', 1877, 1892, 0.5, 1.2, 16] +['AD Pougher', 18.37, 53.66, 'Fast', 1892, 1892, 0.5, 0.8, 0] +['H Philipson', 12.88, 500, 'WK', 1892, 1895, 0.5, 1.2, 0] +['Hon.FS Jackson', 54.84, 40.08, 'PartFast', 1893, 1905, 0.5, 1.127161921959202, 5] +['WH Lockwood', 20.29, 34.31, 'Fast', 1893, 1902, 0.5, 0.9982345304736622, 0] +['AW Mold', 6.67, 42.94, 'Fast', 1893, 1893, 0.5, 1.1530122856579725, 0] +['E Wainwright', 19.11, 37.52, 'PartSpin', 1893, 1898, 0.5, 1.2, 0] +['A Ward', 35.8, 500, 'OpenBat', 1893, 1895, 0.5, 1.2, 0] +['W Brockwell', 22.94, 46.99, 'PartFast', 1893, 1899, 0.5, 1.2, 0] +['T Richardson', 10.8, 33.93, 'Fast', 1893, 1898, 0.5, 1.1567641173855046, 0] +['JT Brown', 33.45, 60.66, 'Bat', 1894, 1899, 0.5, 1.2, 0] +['FGJ Ford', 22.47, 53.82, 'PartSpin', 1894, 1895, 0.5, 1.2, 0] +['LH Gay', 12.09, 500, 'WK', 1894, 1894, 0.5, 1.2, 0] +['AC MacLaren', 41.08, 485.04, 'OpenBat', 1894, 1909, 0.5, 1.2, 22] +['HR Bromley-Davenport', 15.16, 46.69, 'PartFast', 1896, 1899, 0.5, 1.2, 0] +['HR Butt', 11.33, 480.96, 'WK', 1896, 1896, 0.5, 1.2, 0] +['CB Fry', 40.26, 63.01, 'Bat', 1896, 1912, 0.5, 0.8, 6] +['Lord Hawke', 16.35, 478.66, 'Bat', 1896, 1899, 0.5, 1.2, 4] +['TW Hayward', 41.79, 43.59, 'OpenPartMed', 1896, 1909, 0.5, 1.2, 0] +['AJL Hill', 28.55, 55.23, 'Bat', 1896, 1896, 0.5, 0.8, 0] +['AM Miller', 20.27, 480.96, 'Bat', 1896, 1896, 0.5, 1.2, 0] +['SMJ Woods', 26.0, 46.7, 'Fast', 1888, 1896, 0.5, 1.2, 0] +['CW Wright', 16.07, 480.96, 'Bat', 1896, 1896, 0.5, 1.2, 0] +['C Heseltine', 8.9, 50.11, 'Fast', 1896, 1896, 0.5, 1.2, 0] +['EJ Tyler', 8.66, 37.14, 'Spin', 1896, 1896, 0.5, 1.050646551724138, 0] +['AFA Lilley', 24.89, 59.16, 'WK', 1896, 1909, 0.5, 1.2, 0] +['KS Ranjitsinhji', 51.24, 73.41, 'Bat', 1896, 1902, 0.5, 0.9001384828435143, 0] +['EG Wynyard', 23.97, 64.74, 'Bat', 1896, 1906, 0.5, 1.2, 0] +['NF Druce', 27.01, 478.66, 'Bat', 1897, 1898, 0.5, 1.2, 0] +['GH Hirst', 27.37, 36.86, 'Fast', 1897, 1909, 0.5, 0.9919022668048978, 0] +['JR Mason', 25.66, 39.53, 'OpenPartFast', 1897, 1898, 0.5, 1.0257469365276057, 0] +['W Storer', 24.22, 68.23, 'WK', 1897, 1899, 0.5, 1.2, 0] +['JH Board', 16.32, 485.04, 'WK', 1899, 1906, 0.5, 1.2, 0] +['WR Cuttell', 17.57, 38.97, 'Spin', 1899, 1899, 0.5, 0.8, 0] +['S Haigh', 13.41, 35.92, 'Fast', 1899, 1912, 0.5, 1.0300287039081477, 0] +['FW Milligan', 13.71, 49.97, 'Bat', 1899, 1899, 0.5, 1.2, 0] +['F Mitchell', 21.86, 478.09, 'Bat', 1899, 1912, 0.5, 1.2, 3] +['AE Trott', 22.91, 35.91, 'Spin', 1895, 1899, 0.5, 0.9421200115953232, 0] +['JT Tyldesley', 38.48, 500, 'Bat', 1899, 1909, 0.5, 1.2, 0] +['PF Warner', 29.6, 478.09, 'OpenBat', 1899, 1912, 0.5, 1.2, 10] +['CEM Wilson', 17.0, 491.4, 'Bat', 1899, 1899, 0.5, 1.2, 0] +['AG Archer', 22.64, 491.4, 'Bat', 1899, 1899, 0.5, 1.2, 0] +['W Rhodes', 35.79, 32.74, 'Spin', 1899, 1930, 0.5, 0.8923143725575337, 0] +['GL Jessop', 26.95, 37.84, 'PartFast', 1899, 1912, 0.5, 1.0362997658079627, 0] +['W Mead', 9.46, 39.64, 'Spin', 1899, 1899, 0.5, 0.8, 0] ['CL Townsend', 24.1, 40.67, 'Spin', 1899, 1899, 0.5, 1.1993603411513858, 0] -['WG Quaife', 29.24, 45.0, 'Bat', 1899, 1902, 0.5, 0.885608856088561, 0] +['WG Quaife', 29.24, 44.52, 'Bat', 1899, 1902, 0.5, 0.885608856088561, 0] ['HI Young', 10.4, 43.33, 'Med', 1899, 1899, 0.5, 1.054976913991195, 0] -['WM Bradley', 5.3, 41.68, 'Fast', 1899, 1899, 0.5, 0.8346268656716418, 0] -['AO Jones', 22.24, 66.79, 'Bat', 1899, 1909, 0.5, 1.3059701492537312, 2] -['SF Barnes', 9.61, 21.71, 'Fast', 1901, 1914, 0.5, 0.8607554010831034, 0] -['C Blythe', 10.29, 24.73, 'Spin', 1901, 1910, 0.5, 0.8781660486455911, 0] +['WM Bradley', 5.3, 42.28, 'Fast', 1899, 1899, 0.5, 0.8346268656716418, 0] +['AO Jones', 22.24, 66.79, 'Bat', 1899, 1909, 0.5, 1.2, 2] +['SF Barnes', 9.61, 23.87, 'Fast', 1901, 1914, 0.5, 0.8607554010831034, 0] +['C Blythe', 10.29, 30.11, 'Spin', 1901, 1910, 0.5, 0.8781660486455911, 0] ['LC Braund', 32.49, 46.52, 'Spin', 1901, 1908, 0.5, 1.0649773471669248, 0] ['JR Gunn', 26.22, 38.29, 'Med', 1901, 1905, 0.5, 0.8705334548031177, 0] -['CP McGahey', 25.64, 485.04, 'Bat', 1902, 1902, 0.5, 1.4, 0] -['LCH Palairet', 26.89, 485.04, 'OpenBat', 1902, 1902, 0.5, 1.4, 0] -['FW Tate', 8.59, 34.8, 'Med', 1902, 1902, 0.5, 1.1938202247191012, 0] +['CP McGahey', 25.64, 485.04, 'Bat', 1902, 1902, 0.5, 1.2, 0] +['LCH Palairet', 26.89, 485.04, 'OpenBat', 1902, 1902, 0.5, 1.2, 0] +['FW Tate', 8.59, 37.13, 'Med', 1902, 1902, 0.5, 1.1938202247191012, 0] ['EG Arnold', 23.94, 37.15, 'Fast', 1903, 1907, 0.5, 1.0252073507887463, 0] -['BJT Bosanquet', 24.66, 42.87, 'Spin', 1903, 1905, 0.5, 1.394060624711494, 0] -['RE Foster', 41.63, 495.87, 'Bat', 1903, 1907, 0.5, 1.4, 3] -['AE Relf', 25.85, 32.72, 'Fast', 1903, 1914, 0.5, 0.7717996289424861, 0] -['A Fielder', 10.35, 33.38, 'Fast', 1904, 1908, 0.5, 1.0218453578614546, 0] -['AE Knight', 26.41, 500, 'Bat', 1904, 1904, 0.5, 1.4, 0] -['D Denton', 26.43, 477.71, 'Bat', 1905, 1910, 0.5, 1.4, 0] +['BJT Bosanquet', 24.66, 42.87, 'Spin', 1903, 1905, 0.5, 1.2, 0] +['RE Foster', 41.63, 495.87, 'Bat', 1903, 1907, 0.5, 1.2, 3] +['AE Relf', 25.85, 35.42, 'Fast', 1903, 1914, 0.5, 0.8, 0] +['A Fielder', 10.35, 36.06, 'Fast', 1904, 1908, 0.5, 1.0218453578614546, 0] +['AE Knight', 26.41, 500, 'Bat', 1904, 1904, 0.5, 1.2, 0] +['D Denton', 26.43, 477.71, 'Bat', 1905, 1910, 0.5, 1.2, 0] ['A Warren', 11.65, 40.17, 'Fast', 1905, 1905, 0.5, 1.044684129429892, 0] -['W Brearley', 4.71, 31.32, 'Fast', 1905, 1912, 0.5, 1.1110251450676982, 0] -['RH Spooner', 33.21, 477.71, 'Bat', 1905, 1912, 0.5, 1.4, 0] -['JN Crawford', 26.71, 35.06, 'Spin', 1906, 1908, 0.5, 1.1348161597821156, 0] -['FL Fane', 29.58, 477.71, 'Bat', 1906, 1910, 0.5, 1.4, 5] -['EG Hayes', 25.6, 50.1, 'Bat', 1906, 1912, 0.5, 1.265206812652068, 0] -['WS Lees', 14.98, 32.52, 'Fast', 1906, 1906, 0.5, 0.7967470427661512, 0] -['LJ Moon', 21.12, 478.09, 'Bat', 1906, 1906, 0.5, 1.4, 0] -['JC Hartley', 8.64, 52.86, 'PartSpin', 1906, 1906, 0.5, 1.283482142857143, 0] -['NA Knox', 7.56, 41.66, 'Fast', 1907, 1907, 0.5, 1.811594202898551, 0] -['G Gunn', 38.97, 146.73, 'Bat', 1907, 1930, 0.5, 1.4705882352941175, 0] -['J Hardstaff snr', 30.66, 477.71, 'Bat', 1907, 1908, 0.5, 1.4, 0] -['KL Hutchings', 29.06, 83.36, 'Bat', 1907, 1909, 0.5, 1.9636363636363638, 0] -['RA Young', 19.91, 477.71, 'WK', 1907, 1908, 0.5, 1.4, 0] +['W Brearley', 4.71, 36.96, 'Fast', 1905, 1912, 0.5, 1.1110251450676982, 0] +['RH Spooner', 33.21, 477.71, 'Bat', 1905, 1912, 0.5, 1.2, 0] +['JN Crawford', 26.71, 38.14, 'Spin', 1906, 1908, 0.5, 1.1348161597821156, 0] +['FL Fane', 29.58, 477.71, 'Bat', 1906, 1910, 0.5, 1.2, 5] +['EG Hayes', 25.6, 50.1, 'Bat', 1906, 1912, 0.5, 1.2, 0] +['WS Lees', 14.98, 34.75, 'Fast', 1906, 1906, 0.5, 0.8, 0] +['LJ Moon', 21.12, 478.09, 'Bat', 1906, 1906, 0.5, 1.2, 0] +['JC Hartley', 8.64, 52.86, 'Spin', 1906, 1906, 0.5, 1.2, 0] +['NA Knox', 7.56, 44.43, 'Fast', 1907, 1907, 0.5, 1.2, 0] +['G Gunn', 38.97, 56.42, 'Bat', 1907, 1930, 0.5, 1.2, 0] +['J Hardstaff snr', 30.66, 477.71, 'Bat', 1907, 1908, 0.5, 1.2, 0] +['KL Hutchings', 29.06, 83.36, 'Bat', 1907, 1909, 0.5, 1.2, 0] +['RA Young', 19.91, 477.71, 'WK', 1907, 1908, 0.5, 1.2, 0] ['JB Hobbs', 56.5, 47.88, 'OpenBat', 1908, 1930, 0.5, 0.9715788647248175, 0] -['J Humphries', 11.97, 477.71, 'WK', 1908, 1908, 0.5, 1.4, 0] -['GJ Thompson', 23.91, 30.44, 'Fast', 1909, 1910, 0.5, 1.0182882223847842, 0] -['JH King', 25.67, 42.01, 'PartMed', 1909, 1909, 0.5, 1.338199513381995, 0] -['J Sharp', 31.6, 52.4, 'PartFast', 1909, 1909, 0.5, 1.3282278329544093, 0] -['DW Carr', 6.15, 33.79, 'Spin', 1909, 1909, 0.5, 1.4915899714376388, 0] -['FE Woolley', 34.24, 29.72, 'PartSpin', 1909, 1934, 0.5, 0.9963455531664498, 0] +['J Humphries', 11.97, 477.71, 'WK', 1908, 1908, 0.5, 1.2, 0] +['GJ Thompson', 23.91, 36.07, 'Fast', 1909, 1910, 0.5, 1.0182882223847842, 0] +['JH King', 25.67, 42.01, 'PartMed', 1909, 1909, 0.5, 1.2, 0] +['J Sharp', 31.6, 52.4, 'PartFast', 1909, 1909, 0.5, 1.2, 0] +['DW Carr', 6.15, 45.72, 'Spin', 1909, 1909, 0.5, 1.2, 0] +['FE Woolley', 34.24, 31.11, 'PartSpin', 1909, 1934, 0.5, 0.9963455531664498, 0] ['MC Bird', 20.04, 51.81, 'PartMed', 1910, 1914, 0.5, 0.9999722229938058, 0] ['CP Buckenham', 11.48, 39.45, 'Fast', 1910, 1910, 0.5, 1.0946008306414396, 0] -['HDG Leveson Gower', 20.86, 476.76, 'Bat', 1910, 1910, 0.5, 1.4, 0] -['GHT Simpson-Hayward', 15.21, 37.89, 'Spin', 1910, 1910, 0.5, 1.0204494837011542, 0] -['H Strudwick', 8.31, 416.81, 'WK', 1910, 1926, 0.5, 1.4, 0] -['NC Tufnell', 10.22, 476.76, 'WK', 1910, 1910, 0.5, 1.4, 0] +['HDG Leveson Gower', 20.86, 476.76, 'Bat', 1910, 1910, 0.5, 1.2, 0] +['GHT Simpson-Hayward', 15.21, 40.59, 'Spin', 1910, 1910, 0.5, 1.0204494837011542, 0] +['H Strudwick', 8.31, 416.81, 'WK', 1910, 1926, 0.5, 1.2, 0] +['NC Tufnell', 10.22, 476.76, 'WK', 1910, 1910, 0.5, 1.2, 0] ['JWHT Douglas', 29.89, 32.97, 'Fast', 1911, 1925, 0.5, 1.1656974311773072, 18] -['FR Foster', 23.25, 32.86, 'Fast', 1911, 1912, 0.5, 0.8167393343192222, 0] +['FR Foster', 23.25, 35.78, 'Fast', 1911, 1912, 0.5, 0.8167393343192222, 0] ['JW Hearne', 27.66, 38.86, 'PartSpin', 1911, 1926, 0.5, 1.1021872863978126, 0] -['SP Kinneir', 28.95, 483.68, 'OpenBat', 1911, 1911, 0.37410071942446044, 1.4, 0] -['CP Mead', 43.04, 381.8, 'Bat', 1911, 1928, 0.5, 1.4, 0] -['JW Hitch', 14.48, 31.41, 'PartFast', 1912, 1921, 0.5, 1.4914414207700426, 0] -['EJ Smith', 16.4, 475.81, 'WK', 1912, 1913, 0.5, 1.4, 0] -['J Vine', 27.49, 475.81, 'Bat', 1912, 1912, 0.21296296296296297, 1.4, 0] -['H Dean', 8.4, 28.22, 'Fast', 1912, 1912, 0.5, 0.7387378687653904, 0] -['MW Booth', 18.09, 34.79, 'Fast', 1913, 1914, 0.5, 0.892857142857143, 0] -['Lord Tennyson', 24.23, 168.02, 'Bat', 1913, 1921, 0.5, 0.36363636363636365, 3] -['EH Hendren', 46.16, 60.35, 'Bat', 1920, 1935, 0.5, 1.5893360676749548, 0] -['CH Parkin', 8.94, 24.59, 'Spin', 1920, 1924, 0.5, 1.2377582092008887, 0] -['CAG Russell', 40.74, 379.63, 'OpenBat', 1920, 1923, 0.5, 1.4, 0] -['A Waddington', 8.03, 28.32, 'PartFast', 1920, 1921, 0.2909090909090909, 0.9688975736850676, 0] -['H Howell', 5.1, 31.36, 'PartFast', 1921, 1924, 0.5, 1.3998447399393985, 0] -['JWH Makepeace', 26.96, 372.79, 'Bat', 1921, 1921, 0.3980028530670471, 1.4, 0] -['PGH Fender', 18.0, 32.45, 'Spin', 1921, 1929, 0.5, 1.275180785123967, 0] -['A Dolphin', 7.73, 385.6, 'WK', 1933, 1937, 0.25, 1.4, 0] -['ER Wilson', 12.28, 25.56, 'Spin', 1921, 1921, 0.2127659574468085, 0.6677177037930075, 0] -['P Holmes', 28.4, 378.07, 'OpenBat', 1921, 1932, 0.5, 1.4, 0] +['SP Kinneir', 28.95, 483.68, 'OpenBat', 1911, 1911, 0.37410071942446044, 1.2, 0] +['CP Mead', 43.04, 381.8, 'Bat', 1911, 1928, 0.5, 1.2, 0] +['JW Hitch', 14.48, 33.35, 'PartFast', 1912, 1921, 0.5, 1.2, 0] +['EJ Smith', 16.4, 475.81, 'WK', 1912, 1913, 0.5, 1.2, 0] +['J Vine', 27.49, 475.81, 'Bat', 1912, 1912, 0.21296296296296297, 1.2, 0] +['H Dean', 8.4, 35.59, 'Fast', 1912, 1912, 0.5, 0.8, 0] +['MW Booth', 18.09, 40.26, 'Fast', 1913, 1914, 0.5, 0.892857142857143, 0] +['Lord Tennyson', 24.23, 71.94, 'Bat', 1913, 1921, 0.5, 0.8, 3] +['EH Hendren', 46.16, 60.35, 'Bat', 1920, 1935, 0.5, 1.2, 0] +['CH Parkin', 8.94, 30.02, 'Spin', 1920, 1924, 0.5, 1.2, 0] +['CAG Russell', 40.74, 379.63, 'OpenBat', 1920, 1923, 0.5, 1.2, 0] +['A Waddington', 8.03, 32.47, 'Fast', 1920, 1921, 0.2909090909090909, 0.9688975736850676, 0] +['H Howell', 5.1, 33.39, 'Fast', 1921, 1924, 0.5, 1.2, 0] +['JWH Makepeace', 26.96, 372.79, 'Bat', 1921, 1921, 0.3980028530670471, 1.2, 0] +['PGH Fender', 18.0, 32.45, 'Spin', 1921, 1929, 0.5, 1.2, 0] +['A Dolphin', 7.73, 385.6, 'WK', 1933, 1937, 0.25, 1.2, 0] +['ER Wilson', 12.28, 33.3, 'Spin', 1921, 1921, 0.2127659574468085, 0.8, 0] +['P Holmes', 28.4, 378.07, 'OpenBat', 1921, 1932, 0.5, 1.2, 0] ['VWC Jupp', 19.23, 27.81, 'Spin', 1921, 1928, 0.5, 1.1184612684367568, 0] -['DJ Knight', 17.3, 372.79, 'OpenBat', 1921, 1921, 0.5, 1.4, 0] -['TL Richmond', 6.18, 26.52, 'Spin', 1921, 1921, 0.5, 1.7210326195717431, 0] -['GE Tyldesley', 41.55, 185.3, 'Bat', 1921, 1929, 0.5, 1.5624999999999998, 0] -['AE Dipper', 24.6, 372.79, 'OpenBat', 1921, 1921, 0.5, 1.4, 0] -['FJ Durston', 8.29, 27.33, 'Med', 1921, 1921, 0.5, 1.535971087603057, 0] -['AJ Evans', 13.44, 372.79, 'Bat', 1921, 1921, 0.5, 1.4, 0] +['DJ Knight', 17.3, 372.79, 'OpenBat', 1921, 1921, 0.5, 1.2, 0] +['TL Richmond', 6.18, 28.71, 'Spin', 1921, 1921, 0.5, 1.2, 0] +['GE Tyldesley', 41.55, 185.3, 'Bat', 1921, 1929, 0.5, 1.2, 0] +['AE Dipper', 24.6, 372.79, 'OpenBat', 1921, 1921, 0.5, 1.2, 0] +['FJ Durston', 8.29, 28.52, 'Med', 1921, 1921, 0.5, 1.2, 0] +['AJ Evans', 13.44, 372.79, 'Bat', 1921, 1921, 0.5, 1.2, 0] ['NE Haig', 14.41, 34.42, 'Fast', 1921, 1930, 0.5, 1.0314500161164064, 0] -['G Brown', 21.69, 379.63, 'WK', 1921, 1923, 0.5, 1.4, 0] -['A Ducat', 25.38, 372.79, 'Bat', 1921, 1921, 0.5, 1.4, 0] -['HTW Hardinge', 24.86, 372.79, 'OpenBat', 1921, 1921, 0.5, 1.4, 0] -['JC White', 14.65, 26.81, 'Spin', 1921, 1931, 0.5, 0.7778891208688478, 4] -['C Hallows', 28.72, 376.41, 'OpenBat', 1921, 1928, 0.5, 1.4, 0] -['CWL Parker', 7.32, 24.03, 'Spin', 1921, 1921, 0.5, 0.4345464421510049, 0] -['A Sandham', 34.63, 378.07, 'OpenBat', 1921, 1930, 0.5, 1.4, 0] -['AW Carr', 21.1, 378.07, 'Bat', 1922, 1929, 0.5, 1.4, 6] +['G Brown', 21.69, 379.63, 'WK', 1921, 1923, 0.5, 1.2, 0] +['A Ducat', 25.38, 372.79, 'Bat', 1921, 1921, 0.5, 1.2, 0] +['HTW Hardinge', 24.86, 372.79, 'OpenBat', 1921, 1921, 0.5, 1.2, 0] +['JC White', 14.65, 29.71, 'Spin', 1921, 1931, 0.5, 0.8, 4] +['C Hallows', 28.72, 376.41, 'OpenBat', 1921, 1928, 0.5, 1.2, 0] +['CWL Parker', 7.32, 28.35, 'Spin', 1921, 1921, 0.5, 0.8, 0] +['A Sandham', 34.63, 378.07, 'OpenBat', 1921, 1930, 0.5, 1.2, 0] +['AW Carr', 21.1, 378.07, 'Bat', 1922, 1929, 0.5, 1.2, 6] ['AER Gilligan', 14.48, 29.23, 'Fast', 1922, 1925, 0.5, 1.0278145348304009, 9] -['AS Kennedy', 13.45, 25.43, 'Med', 1922, 1923, 0.5, 0.8181886478032523, 0] -['FT Mann', 20.48, 379.63, 'Bat', 1922, 1923, 0.5, 1.4, 0] -['GTS Stevens', 16.9, 36.23, 'Spin', 1922, 1930, 0.5, 1.2906481124935267, 1] -['GG Macaulay', 13.98, 23.47, 'Med', 1923, 1933, 0.5, 0.937789960547658, 0] -['GB Street', 10.79, 382.65, 'OpenWK', 1923, 1923, 0.5, 1.4, 0] -['APF Chapman', 27.6, 139.94, 'Bat', 1924, 1931, 0.5, 1.2048192771084336, 17] -['R Kilner', 22.85, 24.1, 'Spin', 1924, 1926, 0.5, 0.7264833192567567, 0] -['H Sutcliffe', 58.87, 387.72, 'OpenBat', 1924, 1935, 0.5, 1.4, 0] -['MW Tate', 24.71, 25.36, 'Fast', 1924, 1935, 0.5, 0.7740339448721126, 0] -['GEC Wood', 10.88, 376.41, 'WK', 1924, 1924, 0.5, 1.4, 0] -['RK Tyldesley', 10.73, 23.76, 'Spin', 1924, 1930, 0.5, 0.9272945171277339, 0] -['G Duckworth', 12.24, 387.72, 'WK', 1924, 1936, 0.5, 1.4, 0] -['G Geary', 14.49, 26.49, 'Fast', 1924, 1934, 0.5, 0.8488879129152682, 0] -['JCW MacBryan', 18.31, 376.41, 'Bat', 1924, 1924, 0.5, 1.4, 0] -['AP Freeman', 8.78, 23.67, 'Spin', 1924, 1929, 0.5, 1.0804618072258652, 0] -['WW Whysall', 28.32, 193.8, 'Bat', 1925, 1930, 0.5, 1.355421686746988, 0] -['CF Root', 10.48, 26.37, 'Fast', 1926, 1926, 0.5, 0.7138126425785561, 0] -['H Larwood', 17.57, 25.04, 'Fast', 1926, 1933, 0.5, 1.0641274707970294, 0] +['AS Kennedy', 13.45, 27.29, 'Med', 1922, 1923, 0.5, 0.8181886478032523, 0] +['FT Mann', 20.48, 379.63, 'Bat', 1922, 1923, 0.5, 1.2, 0] +['GTS Stevens', 16.9, 36.23, 'Spin', 1922, 1930, 0.5, 1.2, 1] +['GG Macaulay', 13.98, 29.21, 'Med', 1923, 1933, 0.5, 0.937789960547658, 0] +['GB Street', 10.79, 382.65, 'OpenWK', 1923, 1923, 0.5, 1.2, 0] +['APF Chapman', 27.6, 55.96, 'Bat', 1924, 1931, 0.5, 1.2, 17] +['R Kilner', 22.85, 28.39, 'Spin', 1924, 1926, 0.5, 0.8, 0] +['H Sutcliffe', 58.87, 387.72, 'OpenBat', 1924, 1935, 0.5, 1.2, 0] +['MW Tate', 24.71, 25.36, 'Fast', 1924, 1935, 0.5, 0.8, 0] +['GEC Wood', 10.88, 376.41, 'WK', 1924, 1924, 0.5, 1.2, 0] +['RK Tyldesley', 10.73, 30.03, 'Spin', 1924, 1930, 0.5, 0.9272945171277339, 0] +['G Duckworth', 12.24, 387.72, 'WK', 1924, 1936, 0.5, 1.2, 0] +['G Geary', 14.49, 28.83, 'Fast', 1924, 1934, 0.5, 0.8488879129152682, 0] +['JCW MacBryan', 18.31, 376.41, 'Bat', 1924, 1924, 0.5, 1.2, 0] +['AP Freeman', 8.78, 27.29, 'Spin', 1924, 1929, 0.5, 1.0804618072258652, 0] +['WW Whysall', 28.32, 193.8, 'Bat', 1925, 1930, 0.5, 1.2, 0] +['CF Root', 10.48, 28.6, 'Fast', 1926, 1926, 0.5, 0.8, 0] +['H Larwood', 17.57, 28.61, 'Fast', 1926, 1933, 0.5, 1.0641274707970294, 0] ['WE Astill', 14.62, 31.24, 'Spin', 1927, 1930, 0.5, 0.945302750875178, 0] ['WR Hammond', 56.67, 37.84, 'PartFast', 1927, 1947, 0.5, 0.9122221193999335, 20] -['GB Legge', 20.81, 193.8, 'Bat', 1927, 1930, 0.5, 2.7309236947791162, 0] -['IAR Peebles', 7.38, 27.96, 'Spin', 1927, 1931, 0.5, 1.1537472594009806, 0] -['RT Stanyforth', 8.78, 387.6, 'WK', 1927, 1928, 0.5, 1.4, 0] +['GB Legge', 20.81, 193.8, 'Bat', 1927, 1930, 0.5, 1.2, 0] +['IAR Peebles', 7.38, 29.44, 'Spin', 1927, 1931, 0.5, 1.1537472594009806, 0] +['RT Stanyforth', 8.78, 387.6, 'WK', 1927, 1928, 0.5, 1.2, 0] ['RES Wyatt', 31.53, 42.87, 'PartMed', 1927, 1937, 0.5, 1.0914190998342472, 16] -['SJ Staples', 12.4, 29.36, 'Spin', 1928, 1928, 0.5, 0.9122652489854981, 0] -['EW Dawson', 18.37, 382.04, 'OpenBat', 1928, 1930, 0.5, 1.4, 0] -['Harry Elliott', 10.8, 392.8, 'WK', 1928, 1934, 0.5, 1.4, 0] -['DR Jardine', 43.66, 135.65, 'Bat', 1928, 1934, 0.5, 3.9682539682539684, 15] -['H Smith', 15.97, 387.6, 'WK', 1928, 1928, 0.5, 1.4, 0] -['M Leyland', 44.68, 50.07, 'PartSpin', 1928, 1938, 0.5, 1.2479334435496774, 0] -['KS Duleepsinhji', 43.97, 143.47, 'Bat', 1929, 1931, 0.5, 2.788844621513945, 0] -['ET Killick', 22.68, 382.04, 'OpenBat', 1929, 1929, 0.5, 1.4, 0] +['SJ Staples', 12.4, 29.53, 'Spin', 1928, 1928, 0.5, 0.9122652489854981, 0] +['EW Dawson', 18.37, 382.04, 'OpenBat', 1928, 1930, 0.5, 1.2, 0] +['Harry Elliott', 10.8, 392.8, 'WK', 1928, 1934, 0.5, 1.2, 0] +['DR Jardine', 43.66, 50.55, 'Bat', 1928, 1934, 0.5, 1.2, 15] +['H Smith', 15.97, 387.6, 'WK', 1928, 1928, 0.5, 1.2, 0] +['M Leyland', 44.68, 50.07, 'PartSpin', 1928, 1938, 0.5, 1.2, 0] +['KS Duleepsinhji', 43.97, 59.47, 'Bat', 1929, 1931, 0.5, 1.2, 0] +['ET Killick', 22.68, 382.04, 'OpenBat', 1929, 1929, 0.5, 1.2, 0] ["J O'Connor", 24.53, 48.85, 'PartMed', 1929, 1930, 0.5, 1.062416998671979, 0] -['RWV Robins', 23.54, 28.97, 'Spin', 1929, 1937, 0.5, 1.2466758855440911, 3] -['EH Bowley', 27.3, 42.42, 'OpenPartSpin', 1929, 1930, 0.5, 1.1003604629102637, 0] -['F Barratt', 11.1, 30.58, 'PartFast', 1929, 1930, 0.5, 0.7490039840637451, 0] -['LEG Ames', 38.73, 381.92, 'WK', 1929, 1939, 0.5, 1.4, 0] -['EW Clark', 5.13, 28.38, 'Fast', 1929, 1934, 0.5, 1.1040993320956396, 0] -['MJC Allom', 8.18, 32.98, 'Fast', 1930, 1931, 0.5, 0.7753563469500213, 0] -['WL Cornford', 10.63, 387.72, 'WK', 1930, 1930, 0.5, 1.4, 0] -['AHH Gilligan', 13.29, 387.72, 'Bat', 1930, 1930, 0.5, 1.4, 0] -['MS Nichols', 22.18, 27.35, 'Fast', 1930, 1939, 0.5, 1.0526315789473684, 0] -['MJL Turnbull', 21.06, 387.97, 'Bat', 1930, 1936, 0.5, 1.4, 0] +['RWV Robins', 23.54, 28.97, 'Spin', 1929, 1937, 0.5, 1.2, 3] +['EH Bowley', 27.3, 37.92, 'OpenPartSpin', 1929, 1930, 0.5, 1.1003604629102637, 0] +['F Barratt', 11.1, 30.91, 'Fast', 1929, 1930, 0.5, 0.8, 0] +['LEG Ames', 38.73, 381.92, 'WK', 1929, 1939, 0.5, 1.2, 0] +['EW Clark', 5.13, 30.0, 'Fast', 1929, 1934, 0.5, 1.1040993320956396, 0] +['MJC Allom', 8.18, 32.98, 'Fast', 1930, 1931, 0.5, 0.8, 0] +['WL Cornford', 10.63, 387.72, 'WK', 1930, 1930, 0.5, 1.2, 0] +['AHH Gilligan', 13.29, 387.72, 'Bat', 1930, 1930, 0.5, 1.2, 0] +['MS Nichols', 22.18, 28.65, 'Fast', 1930, 1939, 0.5, 1.0526315789473684, 0] +['MJL Turnbull', 21.06, 387.97, 'Bat', 1930, 1936, 0.5, 1.2, 0] ['TS Worthington', 23.03, 40.52, 'PartFast', 1930, 1937, 0.5, 1.1700236966824644, 0] ['Hon.FSG Calthorpe', 17.55, 41.82, 'PartMed', 1930, 1930, 0.5, 1.0663229435200376, 0] ['W Voce', 12.97, 27.32, 'Fast', 1930, 1947, 0.5, 0.9954833539739201, 0] -['LF Townsend', 19.75, 28.24, 'Spin', 1930, 1934, 0.5, 1.2184611726945824, 0] -['GOB Allen', 22.12, 28.38, 'Fast', 1930, 1948, 0.5, 1.2565428434101484, 11] -['TWJ Goddard', 6.68, 25.3, 'Spin', 1930, 1939, 0.5, 0.8817178502879078, 0] -['W Farrimond', 14.78, 387.97, 'WK', 1931, 1935, 0.5, 1.4, 0] -['HW Lee', 21.33, 392.8, 'OpenBat', 1931, 1931, 0.5, 1.4, 0] -['J Arnold', 23.74, 392.8, 'OpenBat', 1931, 1931, 0.5, 1.4, 0] -['AH Bakewell', 28.13, 149.08, 'OpenBat', 1931, 1935, 0.5, 1.0457516339869282, 0] +['LF Townsend', 19.75, 30.63, 'Spin', 1930, 1934, 0.5, 1.2, 0] +['GOB Allen', 22.12, 28.95, 'Fast', 1930, 1948, 0.5, 1.2, 11] +['TWJ Goddard', 6.68, 28.69, 'Spin', 1930, 1939, 0.5, 0.8817178502879078, 0] +['W Farrimond', 14.78, 387.97, 'WK', 1931, 1935, 0.5, 1.2, 0] +['HW Lee', 21.33, 392.8, 'OpenBat', 1931, 1931, 0.5, 1.2, 0] +['J Arnold', 23.74, 392.8, 'OpenBat', 1931, 1931, 0.5, 1.2, 0] +['AH Bakewell', 28.13, 65.02, 'OpenBat', 1931, 1935, 0.5, 1.0457516339869282, 0] ['FR Brown', 21.61, 29.75, 'Spin', 1931, 1953, 0.5, 1.0210341805433831, 15] -['H Verity', 19.55, 23.5, 'Spin', 1931, 1939, 0.5, 0.7305818220419241, 0] -['E Paynter', 50.27, 385.6, 'Bat', 1931, 1939, 0.5, 1.4, 0] -['WE Bowes', 5.73, 20.84, 'Fast', 1932, 1946, 0.5, 0.9627685140681037, 0] -['Nawab of Pataudi snr', 25.29, 373.13, 'Bat', 1932, 1946, 0.5, 1.4, 3] -['TB Mitchell', 5.53, 29.18, 'Spin', 1933, 1935, 0.5, 1.3055788590604025, 0] -['CF Walters', 32.85, 381.92, 'OpenBat', 1933, 1934, 0.5, 1.4, 0] -['James Langridge', 24.88, 27.38, 'Spin', 1933, 1946, 0.5, 0.8874086807047701, 0] -['CJ Barnett', 32.06, 52.6, 'OpenBat', 1933, 1948, 0.5, 0.8383413461538461, 0] -['CS Marriott', 2.63, 27.69, 'Spin', 1933, 1933, 0.5, 0.9145034532031436, 0] -['A Mitchell', 27.3, 190.96, 'OpenBat', 1933, 1936, 0.5, 1.5624999999999998, 0] -['BH Valentine', 30.54, 393.31, 'Bat', 1933, 1939, 0.5, 1.4, 0] -['WHV Levett', 7.49, 381.92, 'WK', 1934, 1934, 0.5, 1.4, 0] -['K Farnes', 5.06, 29.7, 'Fast', 1934, 1939, 0.5, 1.0206585890092665, 0] -['JL Hopwood', 20.52, 43.15, 'PartMed', 1934, 1934, 0.12903225806451613, 0.786323051948052, 0] -['WW Keeton', 27.42, 393.31, 'OpenBat', 1934, 1939, 0.5, 1.4, 0] -['WE Hollies', 3.58, 25.4, 'Spin', 1935, 1950, 0.5, 0.8923546908915508, 0] -['ERT Holmes', 21.38, 53.65, 'Bat', 1935, 1935, 0.5, 1.636520241171404, 0] -['J Iddon', 26.7, 41.18, 'Bat', 1935, 1935, 0.5, 0.9513742071881608, 0] -['GAE Paine', 9.27, 29.07, 'Spin', 1935, 1935, 0.5, 1.0402744364251983, 0] -['CIJ Smith', 9.68, 26.04, 'Fast', 1935, 1937, 0.5, 0.9865695995983433, 0] -['DCH Townsend', 15.45, 192.8, 'OpenBat', 1935, 1935, 0.5, 3.488372093023256, 0] -['NS Mitchell-Innes', 18.37, 385.6, 'Bat', 1935, 1935, 0.5, 1.4, 0] -['W Barber', 24.3, 34.0, 'Bat', 1935, 1935, 0.5, 0.0, 0] -['J Hardstaff jnr', 41.29, 353.36, 'Bat', 1935, 1948, 0.5, 1.4, 0] -['JM Sims', 11.75, 33.58, 'Spin', 1935, 1937, 0.5, 1.2633850824051693, 0] -['D Smith', 23.79, 385.6, 'OpenBat', 1935, 1935, 0.5, 1.4, 0] -['JC Clay', 11.17, 30.46, 'PartSpin', 1935, 1935, 0.5, 0.9084302325581396, 0] -['HD Read', 2.06, 37.23, 'Fast', 1935, 1935, 0.5, 1.722652885443583, 0] -['H Gimblett', 26.16, 377.6, 'OpenBat', 1936, 1939, 0.5, 1.4, 0] -['AE Fagg', 23.73, 377.6, 'OpenBat', 1936, 1939, 0.5, 1.4, 0] -['LB Fishlock', 24.27, 353.36, 'Bat', 1936, 1947, 0.5, 1.4, 0] +['H Verity', 19.55, 23.5, 'Spin', 1931, 1939, 0.5, 0.8, 0] +['E Paynter', 50.27, 385.6, 'Bat', 1931, 1939, 0.5, 1.2, 0] +['WE Bowes', 5.73, 25.77, 'Fast', 1932, 1946, 0.5, 0.9627685140681037, 0] +['Nawab of Pataudi snr', 25.29, 373.13, 'Bat', 1932, 1946, 0.5, 1.2, 3] +['TB Mitchell', 5.53, 31.98, 'Spin', 1933, 1935, 0.5, 1.2, 0] +['CF Walters', 32.85, 381.92, 'OpenBat', 1933, 1934, 0.5, 1.2, 0] +['James Langridge', 24.88, 27.87, 'Spin', 1933, 1946, 0.5, 0.8874086807047701, 0] +['CJ Barnett', 32.06, 47.63, 'OpenBat', 1933, 1948, 0.5, 0.8383413461538461, 0] +['CS Marriott', 2.63, 31.64, 'Spin', 1933, 1933, 0.5, 0.9145034532031436, 0] +['A Mitchell', 27.3, 190.96, 'OpenBat', 1933, 1936, 0.5, 1.2, 0] +['BH Valentine', 30.54, 393.31, 'Bat', 1933, 1939, 0.5, 1.2, 0] +['WHV Levett', 7.49, 381.92, 'WK', 1934, 1934, 0.5, 1.2, 0] +['K Farnes', 5.06, 31.04, 'Fast', 1934, 1939, 0.5, 1.0206585890092665, 0] +['JL Hopwood', 20.52, 37.49, 'PartMed', 1934, 1934, 0.12903225806451613, 0.8, 0] +['WW Keeton', 27.42, 393.31, 'OpenBat', 1934, 1939, 0.5, 1.2, 0] +['WE Hollies', 3.58, 26.97, 'Spin', 1935, 1950, 0.5, 0.8923546908915508, 0] +['ERT Holmes', 21.38, 53.65, 'Bat', 1935, 1935, 0.5, 1.2, 0] +['J Iddon', 26.7, 39.53, 'Bat', 1935, 1935, 0.5, 0.9513742071881608, 0] +['GAE Paine', 9.27, 29.24, 'Spin', 1935, 1935, 0.5, 1.0402744364251983, 0] +['CIJ Smith', 9.68, 30.65, 'Fast', 1935, 1937, 0.5, 0.9865695995983433, 0] +['DCH Townsend', 15.45, 192.8, 'OpenBat', 1935, 1935, 0.5, 1.2, 0] +['NS Mitchell-Innes', 18.37, 385.6, 'Bat', 1935, 1935, 0.5, 1.2, 0] +['W Barber', 24.3, 34.0, 'Bat', 1935, 1935, 0.5, 1.2, 0] +['J Hardstaff jnr', 41.29, 353.36, 'Bat', 1935, 1948, 0.5, 1.2, 0] +['JM Sims', 11.75, 33.58, 'Spin', 1935, 1937, 0.5, 1.2, 0] +['D Smith', 23.79, 385.6, 'OpenBat', 1935, 1935, 0.5, 1.2, 0] +['JC Clay', 11.17, 30.38, 'Spin', 1935, 1935, 0.5, 0.9084302325581396, 0] +['HD Read', 2.06, 37.34, 'Fast', 1935, 1935, 0.5, 1.2, 0] +['H Gimblett', 26.16, 377.6, 'OpenBat', 1936, 1939, 0.5, 1.2, 0] +['AE Fagg', 23.73, 377.6, 'OpenBat', 1936, 1939, 0.5, 1.2, 0] +['LB Fishlock', 24.27, 353.36, 'Bat', 1936, 1947, 0.5, 1.2, 0] ['AR Gover', 6.56, 30.46, 'Fast', 1936, 1946, 0.5, 1.027122911421378, 0] -['L Hutton', 53.2, 48.12, 'OpenBat', 1937, 1955, 0.5, 2.2307692307692313, 23] -['JH Parks', 21.87, 35.31, 'OpenMed', 1937, 1937, 0.5, 0.6618863761720905, 0] -['AW Wellard', 13.63, 30.71, 'Fast', 1937, 1938, 0.5, 1.204023572444625, 0] -['DCS Compton', 48.7, 48.94, 'PartSpin', 1937, 1957, 0.5, 1.3116685788706626, 0] +['L Hutton', 53.2, 48.12, 'OpenBat', 1937, 1955, 0.5, 1.2, 23] +['JH Parks', 21.87, 35.31, 'OpenMed', 1937, 1937, 0.5, 0.8, 0] +['AW Wellard', 13.63, 30.71, 'Fast', 1937, 1938, 0.5, 1.2, 0] +['DCS Compton', 48.7, 48.94, 'PartSpin', 1937, 1957, 0.5, 1.2, 0] ['ADG Matthews', 10.75, 31.57, 'Fast', 1937, 1937, 0.5, 0.8365508365508366, 0] -['C Washbrook', 40.19, 187.73, 'OpenBat', 1937, 1956, 0.5, 2.291666666666667, 0] -['WJ Edrich', 37.55, 45.55, 'PartFast', 1938, 1955, 0.5, 1.3087507730364873, 0] -['RA Sinfield', 17.83, 31.85, 'Spin', 1938, 1938, 0.3, 0.7538150395293253, 0] -['DVP Wright', 9.19, 32.63, 'Spin', 1938, 1951, 0.5, 1.2362806216524718, 0] -['WFF Price', 12.68, 386.35, 'WK', 1964, 1967, 0.2727272727272727, 1.4, 0] -['A Wood', 15.45, 377.6, 'WK', 1938, 1939, 0.5, 1.4, 0] -['PA Gibb', 25.74, 353.36, 'OpenWK', 1938, 1946, 0.5, 1.4, 0] +['C Washbrook', 40.19, 187.73, 'OpenBat', 1937, 1956, 0.5, 1.2, 0] +['WJ Edrich', 37.55, 45.55, 'PartFast', 1938, 1955, 0.5, 1.2, 0] +['RA Sinfield', 17.83, 31.85, 'Spin', 1938, 1938, 0.3, 0.8, 0] +['DVP Wright', 9.19, 32.63, 'Spin', 1938, 1951, 0.5, 1.2, 0] +['WFF Price', 12.68, 386.35, 'WK', 1964, 1967, 0.2727272727272727, 1.2, 0] +['A Wood', 15.45, 377.6, 'WK', 1938, 1939, 0.5, 1.2, 0] +['PA Gibb', 25.74, 353.36, 'OpenWK', 1938, 1946, 0.5, 1.2, 0] ['LL Wilkinson', 4.23, 39.37, 'Spin', 1938, 1939, 0.5, 1.0956356506094727, 0] ['NWD Yardley', 21.76, 41.27, 'PartMed', 1938, 1950, 0.5, 1.0128359406337746, 14] ['RTD Perks', 8.54, 29.95, 'Fast', 1939, 1939, 0.5, 0.9920311488465893, 0] -['WH Copson', 4.11, 21.11, 'Fast', 1939, 1947, 0.5, 0.9317062458826113, 0] -['N Oldfield', 29.46, 401.61, 'Bat', 1960, 1962, 0.5, 1.4, 0] +['WH Copson', 4.11, 25.33, 'Fast', 1939, 1947, 0.5, 0.9317062458826113, 0] +['N Oldfield', 29.46, 401.61, 'Bat', 1960, 1962, 0.5, 1.2, 0] ['AV Bedser', 12.69, 24.78, 'Fast', 1946, 1955, 0.5, 0.9588100051726135, 0] -['JT Ikin', 21.94, 53.03, 'PartSpin', 1946, 1955, 0.5, 1.6074834256652437, 0] -['TF Smailes', 12.93, 27.04, 'Med', 1946, 1946, 0.5, 1.291666666666667, 0] -['R Pollard', 9.38, 28.74, 'Fast', 1946, 1948, 0.5, 0.8647379096829295, 0] -['TG Evans', 21.01, 410.12, 'WK', 1946, 1959, 0.5, 1.4, 0] -['TPB Smith', 11.72, 36.81, 'PartSpin', 1946, 1947, 0.5, 1.4823420074349443, 0] -['C Cook', 3.83, 31.39, 'PartSpin', 1947, 1947, 0.5, 1.7787114845938377, 0] -['HE Dollery', 23.94, 389.99, 'Bat', 1947, 1950, 0.5, 1.4, 0] -['JW Martin', 6.83, 42.44, 'PartFast', 1947, 1947, 0.5, 1.204481792717087, 0] -['GH Pope', 17.99, 29.51, 'PartFast', 1947, 1947, 0.5, 0.9829619921363041, 0] +['JT Ikin', 21.94, 53.03, 'PartSpin', 1946, 1955, 0.5, 1.2, 0] +['TF Smailes', 12.93, 29.86, 'Med', 1946, 1946, 0.5, 1.2, 0] +['R Pollard', 9.38, 29.25, 'Fast', 1946, 1948, 0.5, 0.8647379096829295, 0] +['TG Evans', 21.01, 410.12, 'WK', 1946, 1959, 0.5, 1.2, 0] +['TPB Smith', 11.72, 36.81, 'Spin', 1946, 1947, 0.5, 1.2, 0] +['C Cook', 3.83, 31.52, 'Spin', 1947, 1947, 0.5, 1.2, 0] +['HE Dollery', 23.94, 389.99, 'Bat', 1947, 1950, 0.5, 1.2, 0] +['JW Martin', 6.83, 42.44, 'Fast', 1947, 1947, 0.5, 1.2, 0] +['GH Pope', 17.99, 33.79, 'Fast', 1947, 1947, 0.5, 0.9829619921363041, 0] ['K Cranston', 17.9, 44.26, 'Med', 1947, 1948, 0.5, 1.1653676005898463, 0] -['C Gladwin', 15.25, 26.63, 'Fast', 1947, 1949, 0.5, 0.6847685957846557, 0] +['C Gladwin', 15.25, 31.44, 'Fast', 1947, 1949, 0.5, 0.8, 0] ['HJ Butler', 7.73, 30.98, 'Fast', 1947, 1948, 0.5, 0.9944495837187789, 0] -['JA Young', 6.37, 29.81, 'Spin', 1947, 1949, 0.5, 0.8162018401380103, 0] -['R Howorth', 15.7, 29.07, 'Spin', 1947, 1948, 0.5, 1.0555186170212765, 0] +['JA Young', 6.37, 33.1, 'Spin', 1947, 1949, 0.5, 0.8162018401380103, 0] +['R Howorth', 15.7, 30.31, 'Spin', 1947, 1948, 0.5, 1.0555186170212765, 0] ['JDB Robertson', 37.85, 49.69, 'OpenBat', 1947, 1952, 0.5, 1.0916619612271785, 0] -['D Brookes', 25.36, 389.99, 'OpenBat', 1948, 1948, 0.5, 1.4, 0] +['D Brookes', 25.36, 389.99, 'OpenBat', 1948, 1948, 0.5, 1.2, 0] ['JC Laker', 15.15, 22.86, 'Spin', 1948, 1959, 0.5, 0.9174424808754295, 0] -['W Place', 25.94, 389.99, 'Bat', 1948, 1948, 0.5, 1.4, 0] -['GA Smithson', 15.22, 389.99, 'Bat', 1948, 1948, 0.5, 1.4, 0] -['MF Tremlett', 17.52, 48.94, 'PartFast', 1948, 1948, 0.5, 1.1728074727555786, 0] -['SC Griffith', 13.5, 389.99, 'WK', 1948, 1949, 0.5, 1.4, 0] -['JH Wardle', 19.84, 22.62, 'Spin', 1948, 1957, 0.5, 0.8370659229657891, 0] -['A Coxon', 11.0, 32.78, 'Fast', 1948, 1948, 0.5, 1.1617696724079702, 0] -['JF Crapp', 26.45, 389.99, 'Bat', 1948, 1949, 0.5, 1.4, 0] -['GM Emmett', 21.93, 389.99, 'OpenBat', 1948, 1948, 0.5, 1.4, 0] -['JG Dewes', 21.74, 394.87, 'Bat', 1948, 1950, 0.5, 1.4, 0] +['W Place', 25.94, 389.99, 'Bat', 1948, 1948, 0.5, 1.2, 0] +['GA Smithson', 15.22, 389.99, 'Bat', 1948, 1948, 0.5, 1.2, 0] +['MF Tremlett', 17.52, 48.94, 'Fast', 1948, 1948, 0.5, 1.1728074727555786, 0] +['SC Griffith', 13.5, 389.99, 'WK', 1948, 1949, 0.5, 1.2, 0] +['JH Wardle', 19.84, 24.49, 'Spin', 1948, 1957, 0.5, 0.8370659229657891, 0] +['A Coxon', 11.0, 35.85, 'Fast', 1948, 1948, 0.5, 1.1617696724079702, 0] +['JF Crapp', 26.45, 389.99, 'Bat', 1948, 1949, 0.5, 1.2, 0] +['GM Emmett', 21.93, 389.99, 'OpenBat', 1948, 1948, 0.5, 1.2, 0] +['JG Dewes', 21.74, 394.87, 'Bat', 1948, 1950, 0.5, 1.2, 0] ['AJ Watkins', 32.82, 35.95, 'PartFast', 1948, 1952, 0.5, 1.0549567734318466, 0] -['RO Jenkins', 17.01, 31.96, 'Spin', 1948, 1952, 0.5, 1.3465288252823664, 0] -['FG Mann', 21.98, 389.99, 'Bat', 1948, 1949, 0.5, 1.4, 0] -['RT Simpson', 34.2, 46.84, 'OpenBat', 1948, 1955, 0.5, 1.2979351032448379, 0] +['RO Jenkins', 17.01, 31.96, 'Spin', 1948, 1952, 0.5, 1.2, 0] +['FG Mann', 21.98, 389.99, 'Bat', 1948, 1949, 0.5, 1.2, 0] +['RT Simpson', 34.2, 46.84, 'OpenBat', 1948, 1955, 0.5, 1.2, 0] ['TE Bailey', 32.0, 31.48, 'Fast', 1949, 1959, 0.5, 1.0682545193962811, 0] -['A Wharton', 23.07, 394.87, 'Bat', 1949, 1949, 0.5, 1.4, 0] +['A Wharton', 23.07, 394.87, 'Bat', 1949, 1949, 0.5, 1.2, 0] ['DB Close', 25.01, 34.08, 'PartSpin', 1949, 1976, 0.5, 1.1207078154623973, 7] -['HL Jackson', 5.36, 25.07, 'Fast', 1949, 1961, 0.5, 0.8450089952570462, 0] +['HL Jackson', 5.36, 32.82, 'Fast', 1949, 1961, 0.5, 0.8450089952570462, 0] ['R Berry', 5.16, 34.97, 'Spin', 1950, 1950, 0.5, 0.9069032039935563, 0] -['GHG Doggart', 20.56, 398.14, 'Bat', 1950, 1950, 0.5, 1.4, 0] -['WGA Parkhouse', 27.54, 430.42, 'Bat', 1950, 1959, 0.5, 1.4, 0] -['DJ Insole', 29.89, 430.42, 'Bat', 1950, 1957, 0.5, 1.4, 0] -['D Shackleton', 13.13, 30.48, 'Med', 1950, 1963, 0.5, 0.9944021718019656, 0] -['MJ Hilton', 8.49, 27.46, 'Spin', 1950, 1952, 0.5, 1.0090539854459302, 0] -['AJW McIntyre', 15.1, 410.12, 'WK', 1950, 1955, 0.5, 1.4, 0] -['Rev.DS Sheppard', 39.3, 426.74, 'OpenBat', 1950, 1963, 0.5, 1.4, 2] -['JJ Warr', 7.88, 45.94, 'PartFast', 1951, 1951, 0.5, 1.266222062004326, 0] -['R Tattersall', 6.53, 25.53, 'Spin', 1951, 1954, 0.5, 0.950050652623471, 0] +['GHG Doggart', 20.56, 398.14, 'Bat', 1950, 1950, 0.5, 1.2, 0] +['WGA Parkhouse', 27.54, 430.42, 'Bat', 1950, 1959, 0.5, 1.2, 0] +['DJ Insole', 29.89, 430.42, 'Bat', 1950, 1957, 0.5, 1.2, 0] +['D Shackleton', 13.13, 35.38, 'Med', 1950, 1963, 0.5, 0.9944021718019656, 0] +['MJ Hilton', 8.49, 31.72, 'Spin', 1950, 1952, 0.5, 1.0090539854459302, 0] +['AJW McIntyre', 15.1, 410.12, 'WK', 1950, 1955, 0.5, 1.2, 0] +['Rev.DS Sheppard', 39.3, 426.74, 'OpenBat', 1950, 1963, 0.5, 1.2, 2] +['JJ Warr', 7.88, 46.21, 'Fast', 1951, 1951, 0.5, 1.2, 0] +['R Tattersall', 6.53, 29.46, 'Spin', 1951, 1954, 0.5, 0.950050652623471, 0] ['JB Statham', 11.99, 26.03, 'Fast', 1951, 1965, 0.5, 1.0352593356879243, 0] -['W Watson', 28.19, 434.15, 'Bat', 1951, 1959, 0.5, 1.4, 0] -['TW Graveney', 44.98, 99.13, 'Bat', 1951, 1969, 0.5, 1.6829022505878404, 1] -['DV Brennan', 7.3, 408.16, 'WK', 1951, 1951, 0.5, 1.4, 0] -['FA Lowson', 24.37, 415.66, 'OpenBat', 1951, 1955, 0.5, 1.4, 0] -['PBH May', 49.9, 426.74, 'Bat', 1951, 1961, 0.5, 1.4, 41] -['DB Carr', 23.44, 58.56, 'PartSpin', 1951, 1952, 0.5, 1.7699115044247788, 0] -['ND Howard', 16.74, 410.12, 'Bat', 1951, 1952, 0.5, 1.4, 0] -['D Kenyon', 20.68, 415.66, 'OpenBat', 1951, 1955, 0.5, 1.4, 0] -['F Ridgway', 8.43, 34.28, 'PartFast', 1951, 1952, 0.5, 1.268845763260387, 0] -['RT Spooner', 23.86, 415.66, 'OpenWK', 1951, 1955, 0.5, 1.4, 0] -['E Leadbeater', 10.15, 48.54, 'PartSpin', 1951, 1952, 0.5, 2.0026334323422237, 0] -['CJ Poole', 26.88, 205.06, 'Bat', 1952, 1952, 0.5, 0.7964601769911505, 0] +['W Watson', 28.19, 434.15, 'Bat', 1951, 1959, 0.5, 1.2, 0] +['TW Graveney', 44.98, 99.13, 'Bat', 1951, 1969, 0.5, 1.2, 1] +['DV Brennan', 7.3, 408.16, 'WK', 1951, 1951, 0.5, 1.2, 0] +['FA Lowson', 24.37, 415.66, 'OpenBat', 1951, 1955, 0.5, 1.2, 0] +['PBH May', 49.9, 426.74, 'Bat', 1951, 1961, 0.5, 1.2, 41] +['DB Carr', 23.44, 58.56, 'PartSpin', 1951, 1952, 0.5, 1.2, 0] +['ND Howard', 16.74, 410.12, 'Bat', 1951, 1952, 0.5, 1.2, 0] +['D Kenyon', 20.68, 415.66, 'OpenBat', 1951, 1955, 0.5, 1.2, 0] +['F Ridgway', 8.43, 34.28, 'Fast', 1951, 1952, 0.5, 1.2, 0] +['RT Spooner', 23.86, 415.66, 'OpenWK', 1951, 1955, 0.5, 1.2, 0] +['E Leadbeater', 10.15, 48.54, 'Spin', 1951, 1952, 0.5, 1.2, 0] +['CJ Poole', 26.88, 205.06, 'Bat', 1952, 1952, 0.5, 0.8, 0] ['FS Trueman', 14.48, 22.61, 'Fast', 1952, 1965, 0.5, 1.1588150991712505, 0] ['GAR Lock', 13.93, 25.93, 'Spin', 1952, 1968, 0.5, 0.8870471387863736, 0] -['AE Moss', 6.43, 29.64, 'Fast', 1954, 1960, 0.5, 1.0074431703882518, 0] -['CH Palmer', 24.67, 44.61, 'PartSpin', 1954, 1954, 0.5, 1.345291479820628, 0] -['R Appleyard', 6.91, 23.51, 'Med', 1954, 1956, 0.5, 0.9424012519987752, 0] -['JE McConnon', 10.62, 29.53, 'Spin', 1954, 1954, 0.5, 0.9217737917289488, 0] -['JM Parks', 32.29, 62.81, 'WK', 1954, 1968, 0.5, 2.442528735632184, 0] -['PJ Loader', 6.59, 26.27, 'Fast', 1954, 1959, 0.5, 0.8874274374774691, 0] -['FH Tyson', 11.99, 27.51, 'Fast', 1954, 1959, 0.5, 1.099771887616979, 0] -['KV Andrew', 10.48, 419.14, 'WK', 1954, 1963, 0.5, 1.4, 0] -['MC Cowdrey', 43.59, 148.24, 'Bat', 1954, 1975, 0.5, 2.2125305818529943, 27] -['KF Barrington', 57.9, 51.01, 'PartSpin', 1955, 1968, 0.5, 1.2225226284236512, 0] +['AE Moss', 6.43, 32.24, 'Fast', 1954, 1960, 0.5, 1.0074431703882518, 0] +['CH Palmer', 24.67, 43.77, 'PartSpin', 1954, 1954, 0.5, 1.2, 0] +['R Appleyard', 6.91, 33.43, 'Med', 1954, 1956, 0.5, 0.9424012519987752, 0] +['JE McConnon', 10.62, 34.1, 'Spin', 1954, 1954, 0.5, 0.9217737917289488, 0] +['JM Parks', 32.29, 62.81, 'WK', 1954, 1968, 0.5, 1.2, 0] +['PJ Loader', 6.59, 30.4, 'Fast', 1954, 1959, 0.5, 0.8874274374774691, 0] +['FH Tyson', 11.99, 29.6, 'Fast', 1954, 1959, 0.5, 1.099771887616979, 0] +['KV Andrew', 10.48, 419.14, 'WK', 1954, 1963, 0.5, 1.2, 0] +['MC Cowdrey', 43.59, 83.62, 'Bat', 1954, 1975, 0.5, 1.2, 27] +['KF Barrington', 57.9, 51.01, 'PartSpin', 1955, 1968, 0.5, 1.2, 0] ['FJ Titmus', 21.69, 31.36, 'Spin', 1955, 1975, 0.5, 0.8222709642131757, 0] ['PE Richardson', 37.98, 52.49, 'OpenBat', 1956, 1963, 0.5, 1.0480349344978166, 0] -['ASM Oakman', 20.17, 43.55, 'PartSpin', 1956, 1956, 0.5, 1.1771300448430495, 0] +['ASM Oakman', 20.17, 42.21, 'PartSpin', 1956, 1956, 0.5, 1.1771300448430495, 0] ['DV Smith', 22.72, 50.41, 'OpenPartMed', 1957, 1957, 0.5, 0.9580246913580247, 0] -['DW Richardson', 22.08, 422.54, 'Bat', 1957, 1957, 0.5, 1.4, 0] -['MJK Smith', 30.79, 194.62, 'Bat', 1958, 1972, 0.5, 1.5078928767768789, 25] -['CA Milton', 26.56, 153.9, 'OpenBat', 1958, 1959, 0.5, 1.3274336283185841, 0] +['DW Richardson', 22.08, 422.54, 'Bat', 1957, 1957, 0.5, 1.2, 0] +['MJK Smith', 30.79, 194.62, 'Bat', 1958, 1972, 0.5, 1.2, 25] +['CA Milton', 26.56, 63.09, 'OpenBat', 1958, 1959, 0.5, 1.2, 0] ['ER Dexter', 46.97, 40.07, 'PartMed', 1958, 1968, 0.5, 1.0979828255678585, 30] ['R Illingworth', 22.45, 30.14, 'Spin', 1958, 1973, 0.5, 0.8042130879501121, 31] -['R Subba Row', 40.14, 144.47, 'OpenBat', 1958, 1961, 0.5, 0.8733624454148471, 0] -['R Swetman', 15.25, 405.41, 'WK', 1959, 1960, 0.5, 1.4, 0] -['JB Mortimore', 16.53, 35.94, 'PartSpin', 1959, 1964, 0.5, 0.8656287519436299, 0] -['T Greenhough', 5.48, 31.2, 'Spin', 1959, 1960, 0.5, 0.8284952870144389, 0] -['MJ Horton', 23.3, 38.34, 'PartSpin', 1959, 1959, 0.5, 0.6552400695961204, 0] -['K Taylor', 18.08, 49.46, 'OpenBat', 1959, 1964, 0.5, 1.2765957446808511, 0] -['G Pullar', 44.04, 55.13, 'OpenBat', 1959, 1963, 0.5, 1.4498432601880877, 0] -['HJ Rhodes', 7.18, 27.12, 'Fast', 1959, 1959, 0.5, 1.4363784425497679, 0] +['R Subba Row', 40.14, 56.63, 'OpenBat', 1958, 1961, 0.5, 0.8733624454148471, 0] +['R Swetman', 15.25, 405.41, 'WK', 1959, 1960, 0.5, 1.2, 0] +['JB Mortimore', 16.53, 35.94, 'Spin', 1959, 1964, 0.5, 0.8656287519436299, 0] +['T Greenhough', 5.48, 32.01, 'Spin', 1959, 1960, 0.5, 0.8284952870144389, 0] +['MJ Horton', 23.3, 38.34, 'PartSpin', 1959, 1959, 0.5, 0.8, 0] +['K Taylor', 18.08, 49.15, 'OpenBat', 1959, 1964, 0.5, 1.2, 0] +['G Pullar', 44.04, 55.13, 'OpenBat', 1959, 1963, 0.5, 1.2, 0] +['HJ Rhodes', 7.18, 31.45, 'Fast', 1959, 1959, 0.5, 1.2, 0] ['DA Allen', 25.01, 30.38, 'Spin', 1960, 1966, 0.5, 0.846869842223151, 0] -['RW Barber', 35.21, 43.79, 'OpenSpin', 1960, 1968, 0.5, 1.3345452127069983, 0] -['PM Walker', 21.23, 42.19, 'PartMed', 1960, 1960, 0.5, 1.1420893516963386, 0] -['DEV Padgett', 20.72, 202.7, 'Bat', 1960, 1960, 0.5, 1.7467248908296942, 0] -['JT Murray', 20.3, 395.65, 'WK', 1961, 1967, 0.5, 1.4, 0] -['JA Flavell', 5.15, 30.12, 'Fast', 1961, 1964, 0.5, 1.1831076724693745, 0] -['A Brown', 6.71, 35.85, 'Fast', 1961, 1961, 0.5, 1.2010248745596241, 0] -['WE Russell', 23.53, 144.73, 'OpenBat', 1961, 1967, 0.5, 0.7735583684950774, 0] -['DW White', 7.34, 30.94, 'Fast', 1961, 1962, 0.5, 1.381044487427466, 0] -['DR Smith', 9.15, 33.92, 'PartMed', 1961, 1962, 0.5, 0.9429997373259785, 0] +['RW Barber', 35.21, 43.79, 'OpenSpin', 1960, 1968, 0.5, 1.2, 0] +['PM Walker', 21.23, 40.13, 'PartMed', 1960, 1960, 0.5, 1.1420893516963386, 0] +['DEV Padgett', 20.72, 202.7, 'Bat', 1960, 1960, 0.5, 1.2, 0] +['JT Murray', 20.3, 395.65, 'WK', 1961, 1967, 0.5, 1.2, 0] +['JA Flavell', 5.15, 31.96, 'Fast', 1961, 1964, 0.5, 1.1831076724693745, 0] +['A Brown', 6.71, 35.85, 'Fast', 1961, 1961, 0.5, 1.2, 0] +['WE Russell', 23.53, 60.33, 'OpenBat', 1961, 1967, 0.5, 0.8, 0] +['DW White', 7.34, 30.94, 'Fast', 1961, 1962, 0.5, 1.2, 0] +['DR Smith', 9.15, 33.92, 'Med', 1961, 1962, 0.5, 0.9429997373259785, 0] ['BR Knight', 24.72, 31.05, 'Fast', 1961, 1969, 0.5, 1.042254357573418, 0] -['G Millman', 12.97, 394.74, 'WK', 1962, 1962, 0.5, 1.4, 0] +['G Millman', 12.97, 394.74, 'WK', 1962, 1962, 0.5, 1.2, 0] ['PH Parfitt', 39.64, 48.49, 'PartSpin', 1962, 1972, 0.5, 1.0912962470055896, 0] -['LJ Coldwell', 4.24, 27.61, 'Fast', 1962, 1964, 0.5, 0.9258416051968551, 0] -['MJ Stewart', 27.38, 392.29, 'OpenBat', 1962, 1964, 0.5, 1.4, 0] -['JDF Larter', 3.78, 27.65, 'Fast', 1962, 1965, 0.5, 1.0968132969671538, 0] -['AC Smith', 17.04, 394.74, 'WK', 1962, 1963, 0.5, 1.4, 0] -['JH Edrich', 42.02, 192.99, 'OpenBat', 1963, 1976, 0.5, 1.8852459016393444, 1] -['PJ Sharpe', 33.14, 386.35, 'Bat', 1963, 1969, 0.5, 1.4, 0] -['JB Bolus', 30.61, 139.99, 'OpenBat', 1963, 1964, 0.5, 2.250351617440225, 0] -['D Wilson', 10.48, 28.96, 'Spin', 1964, 1971, 0.5, 0.7947516827360377, 0] -['JG Binks', 12.25, 395.65, 'OpenWK', 1964, 1964, 0.5, 1.4, 0] -['IJ Jones', 2.99, 38.78, 'Fast', 1964, 1968, 0.5, 1.2576604245759218, 0] -['JSE Price', 6.04, 32.07, 'Fast', 1964, 1972, 0.5, 1.291172838368385, 0] +['LJ Coldwell', 4.24, 29.59, 'Fast', 1962, 1964, 0.5, 0.9258416051968551, 0] +['MJ Stewart', 27.38, 392.29, 'OpenBat', 1962, 1964, 0.5, 1.2, 0] +['JDF Larter', 3.78, 31.59, 'Fast', 1962, 1965, 0.5, 1.0968132969671538, 0] +['AC Smith', 17.04, 394.74, 'WK', 1962, 1963, 0.5, 1.2, 0] +['JH Edrich', 42.02, 192.99, 'OpenBat', 1963, 1976, 0.5, 1.2, 1] +['PJ Sharpe', 33.14, 386.35, 'Bat', 1963, 1969, 0.5, 1.2, 0] +['JB Bolus', 30.61, 54.27, 'OpenBat', 1963, 1964, 0.5, 1.2, 0] +['D Wilson', 10.48, 31.14, 'Spin', 1964, 1971, 0.5, 0.8, 0] +['JG Binks', 12.25, 395.65, 'OpenWK', 1964, 1964, 0.5, 1.2, 0] +['IJ Jones', 2.99, 38.78, 'Fast', 1964, 1968, 0.5, 1.2, 0] +['JSE Price', 6.04, 32.07, 'Fast', 1964, 1972, 0.5, 1.2, 0] ['G Boycott', 47.13, 56.39, 'OpenBat', 1964, 1982, 0.5, 0.9790185893931109, 4] ['N Gifford', 11.35, 30.11, 'Spin', 1964, 1973, 0.5, 0.8351920290444946, 0] -['TW Cartwright', 14.29, 26.92, 'Med', 1964, 1965, 0.5, 0.8548821786923759, 0] -['FE Rumsey', 5.93, 29.91, 'Fast', 1964, 1965, 0.5, 1.019291360344923, 0] -['NI Thomson', 11.95, 32.39, 'Med', 1964, 1965, 0.5, 0.9663808357152579, 0] -['KE Palmer', 14.62, 34.4, 'PartFast', 1978, 1994, 0.5, 1.0948905109489049, 0] +['TW Cartwright', 14.29, 31.23, 'Med', 1964, 1965, 0.5, 0.8548821786923759, 0] +['FE Rumsey', 5.93, 33.49, 'Fast', 1964, 1965, 0.5, 1.019291360344923, 0] +['NI Thomson', 11.95, 35.11, 'Med', 1964, 1965, 0.5, 0.9663808357152579, 0] +['KE Palmer', 14.62, 36.53, 'Fast', 1978, 1994, 0.5, 1.0948905109489049, 0] ['JA Snow', 13.07, 25.73, 'Fast', 1965, 1976, 0.5, 1.101965003866185, 0] ['DJ Brown', 11.0, 29.73, 'Fast', 1965, 1969, 0.5, 1.1062173005726417, 0] ['K Higgs', 9.55, 26.14, 'Fast', 1965, 1968, 0.5, 0.9030752378772521, 0] -['C Milburn', 31.12, 384.62, 'OpenBat', 1966, 1969, 0.5, 1.4, 0] +['C Milburn', 31.12, 384.62, 'OpenBat', 1966, 1969, 0.5, 1.2, 0] ["BL D'Oliveira", 38.44, 38.89, 'PartMed', 1966, 1972, 0.5, 0.8144935155976166, 0] ['DL Underwood', 11.43, 25.54, 'Spin', 1966, 1982, 0.5, 0.8424480834324398, 0] -['DL Amiss', 45.49, 392.93, 'OpenBat', 1966, 1977, 0.5, 1.4, 0] +['DL Amiss', 45.49, 392.93, 'OpenBat', 1966, 1977, 0.5, 1.2, 0] ['RNS Hobbs', 8.4, 35.14, 'Spin', 1967, 1971, 0.5, 0.93144848954299, 0] -['GG Arnold', 11.63, 27.56, 'Fast', 1967, 1975, 0.5, 1.0332618877510518, 0] -['APE Knott', 32.38, 395.39, 'WK', 1967, 1981, 0.5, 1.4, 0] +['GG Arnold', 11.63, 27.9, 'Fast', 1967, 1975, 0.5, 1.0332618877510518, 0] +['APE Knott', 32.38, 395.39, 'WK', 1967, 1981, 0.5, 1.2, 0] ['PI Pocock', 6.38, 41.42, 'Spin', 1968, 1985, 0.5, 1.061309399982169, 0] -['KWR Fletcher', 39.44, 77.52, 'Bat', 1968, 1982, 0.5, 1.605991262741835, 7] -['RM Prideaux', 24.0, 192.31, 'OpenBat', 1968, 1969, 0.5, 0.0, 0] -['RMH Cottam', 5.0, 26.56, 'Fast', 1969, 1973, 0.5, 0.8796588967947596, 0] -['JH Hampshire', 25.86, 392.93, 'Bat', 1969, 1975, 0.43379978471474706, 1.4, 0] -['A Ward', 5.64, 34.92, 'Fast', 1969, 1976, 0.43010752688172044, 1.4343840539556385, 0] -['MH Denness', 38.99, 392.93, 'Bat', 1969, 1975, 0.5, 1.4, 19] -['BW Luckhurst', 35.42, 54.69, 'OpenBat', 1970, 1974, 0.3572804844481145, 1.3527795392094693, 0] +['KWR Fletcher', 39.44, 77.52, 'Bat', 1968, 1982, 0.5, 1.2, 7] +['RM Prideaux', 24.0, 192.31, 'OpenBat', 1968, 1969, 0.5, 1.2, 0] +['RMH Cottam', 5.0, 29.01, 'Fast', 1969, 1973, 0.5, 0.8796588967947596, 0] +['JH Hampshire', 25.86, 392.93, 'Bat', 1969, 1975, 0.43379978471474706, 1.2, 0] +['A Ward', 5.64, 35.19, 'Fast', 1969, 1976, 0.43010752688172044, 1.2, 0] +['MH Denness', 38.99, 392.93, 'Bat', 1969, 1975, 0.5, 1.2, 19] +['BW Luckhurst', 35.42, 54.69, 'OpenBat', 1970, 1974, 0.3572804844481145, 1.2, 0] ['K Shuttleworth', 10.28, 35.11, 'Fast', 1970, 1971, 0.26436781609195403, 0.9803921568627452, 0] ['P Lever', 15.3, 35.57, 'Fast', 1970, 1975, 0.4315659679408138, 1.0182426710482366, 0] ['RGD Willis', 11.45, 25.07, 'Fast', 1971, 1984, 0.32634032634032634, 1.0805856536751566, 18] @@ -449,981 +450,983 @@ ['RA Hutton', 18.21, 34.02, 'Fast', 1971, 1971, 0.4010989010989011, 0.8459234389914749, 0] ['JA Jameson', 24.95, 49.56, 'OpenBat', 1971, 1974, 0.5011709601873536, 0.9753298909925415, 0] ['AW Greig', 39.97, 31.98, 'Spin', 1972, 1977, 0.5, 1.111854723525811, 14] -['B Wood', 22.85, 52.56, 'OpenBat', 1972, 1978, 0.5, 1.2099701540695331, 0] -['AR Lewis', 27.16, 392.93, 'Bat', 1972, 1973, 0.5, 1.4, 0] +['B Wood', 22.85, 50.14, 'OpenBat', 1972, 1978, 0.5, 1.2, 0] +['AR Lewis', 27.16, 392.93, 'Bat', 1972, 1973, 0.5, 1.2, 0] ['CM Old', 14.82, 28.47, 'Fast', 1973, 1981, 0.5, 1.0554117418494384, 0] ['J Birkenshaw', 18.16, 35.92, 'Spin', 1973, 1974, 0.5, 1.1067846607669616, 0] -['GRJ Roope', 30.13, 67.15, 'Bat', 1973, 1978, 0.5, 1.0478904311058002, 0] -['FC Hayes', 20.37, 395.39, 'Bat', 1973, 1976, 0.27790432801822323, 1.4, 0] -['M Hendrick', 6.65, 26.91, 'Fast', 1974, 1981, 0.29836829836829837, 0.8292673329660816, 0] -['D Lloyd', 31.12, 50.89, 'OpenBat', 1974, 1975, 0.4113263785394933, 1.7, 0] +['GRJ Roope', 30.13, 63.29, 'Bat', 1973, 1978, 0.5, 1.0478904311058002, 0] +['FC Hayes', 20.37, 395.39, 'Bat', 1973, 1976, 0.27790432801822323, 1.2, 0] +['M Hendrick', 6.65, 28.24, 'Fast', 1974, 1981, 0.29836829836829837, 0.8292673329660816, 0] +['D Lloyd', 31.12, 50.27, 'OpenBat', 1974, 1975, 0.4113263785394933, 1.2, 0] ['GA Gooch', 42.08, 54.03, 'OpenBat', 1975, 1995, 0.49239280774550487, 0.8849154611866477, 34] ['DS Steele', 32.47, 36.92, 'Bat', 1975, 1976, 0.39588235294117646, 1.0510240747394899, 0] -['RA Woolmer', 32.25, 42.75, 'PartMed', 1975, 1981, 0.38734455010972935, 1.2540894220283534, 0] -['PH Edmonds', 17.54, 34.26, 'Spin', 1975, 1987, 0.3832676303109943, 0.7983245087305649, 0] -['JM Brearley', 22.78, 398.01, 'OpenBat', 1976, 1981, 0.29799545360611696, 1.4, 31] -['MWW Selvey', 8.84, 38.68, 'Fast', 1976, 1977, 0.22727272727272727, 1.6533307625566376, 0] -['JC Balderstone', 23.79, 43.68, 'PartSpin', 1976, 1976, 0.19696969696969696, 1.9762845849802373, 0] +['RA Woolmer', 32.25, 42.75, 'PartMed', 1975, 1981, 0.38734455010972935, 1.2, 0] +['PH Edmonds', 17.54, 34.26, 'Spin', 1975, 1987, 0.3832676303109943, 0.8, 0] +['JM Brearley', 22.78, 398.01, 'OpenBat', 1976, 1981, 0.29799545360611696, 1.2, 31] +['MWW Selvey', 8.84, 38.68, 'Fast', 1976, 1977, 0.22727272727272727, 1.2, 0] +['JC Balderstone', 23.79, 43.68, 'PartSpin', 1976, 1976, 0.19696969696969696, 1.2, 0] ['P Willey', 26.97, 46.42, 'PartSpin', 1976, 1986, 0.42376521116678595, 0.9392475720656237, 0] ['G Miller', 25.71, 34.22, 'Spin', 1976, 1984, 0.35509367681498827, 0.8113280423164966, 0] -['GD Barlow', 22.35, 400.27, 'Bat', 1976, 1977, 0.2073170731707317, 1.4, 0] +['GD Barlow', 22.35, 400.27, 'Bat', 1976, 1977, 0.2073170731707317, 1.2, 0] ['JK Lever', 10.8, 29.92, 'Fast', 1976, 1986, 0.25542570951585974, 0.9890073681302387, 0] -['DW Randall', 33.25, 137.97, 'Bat', 1977, 1984, 0.4391111111111111, 0.42134831460674155, 0] -['RW Tolchard', 23.69, 399.87, 'Bat', 1977, 1977, 0.274468085106383, 1.4, 0] +['DW Randall', 33.25, 51.65, 'Bat', 1977, 1984, 0.4391111111111111, 0.8, 0] +['RW Tolchard', 23.69, 399.87, 'Bat', 1977, 1977, 0.274468085106383, 1.2, 0] ['IT Botham', 33.12, 28.04, 'Fast', 1977, 1992, 0.6071220081727963, 1.1081060432424172, 12] -['GA Cope', 9.96, 35.69, 'Spin', 1977, 1978, 0.21739130434782608, 0.7342027141645462, 0] -['BC Rose', 24.25, 401.2, 'Bat', 1977, 1981, 0.37447698744769875, 1.4, 0] +['GA Cope', 9.96, 35.69, 'Spin', 1977, 1978, 0.21739130434782608, 0.8, 0] +['BC Rose', 24.25, 401.2, 'Bat', 1977, 1981, 0.37447698744769875, 1.2, 0] ['MW Gatting', 34.73, 52.09, 'Bat', 1978, 1995, 0.4515567390413765, 0.9230858829010715, 23] -['CT Radley', 32.57, 398.01, 'Bat', 1978, 1978, 0.3516081871345029, 1.4, 0] -['DI Gower', 43.73, 197.63, 'Bat', 1978, 1992, 0.5059626260142611, 1.221001221001221, 32] +['CT Radley', 32.57, 398.01, 'Bat', 1978, 1978, 0.3516081871345029, 1.2, 0] +['DI Gower', 43.73, 197.63, 'Bat', 1978, 1992, 0.5059626260142611, 1.2, 32] ['JE Emburey', 22.02, 37.52, 'Spin', 1978, 1995, 0.35605903138640616, 0.8032943700627013, 2] -['DL Bairstow', 19.92, 398.41, 'WK', 1979, 1981, 0.4646840148698885, 1.4, 0] -['AR Butcher', 26.74, 67.12, 'OpenBat', 1979, 1979, 0.21794871794871795, 1.7045454545454546, 0] +['DL Bairstow', 19.92, 398.41, 'WK', 1979, 1981, 0.4646840148698885, 1.2, 0] +['AR Butcher', 26.74, 66.81, 'OpenBat', 1979, 1979, 0.21794871794871795, 1.2, 0] ['GR Dilley', 13.19, 31.14, 'Fast', 1979, 1989, 0.34872824631860777, 1.1140950520833333, 0] -['W Larkins', 21.69, 390.75, 'OpenBat', 1980, 1991, 0.3609077598828697, 1.4, 0] -['GB Stevenson', 13.58, 44.44, 'Med', 1980, 1981, 0.8, 1.3180639585133969, 0] +['W Larkins', 21.69, 390.75, 'OpenBat', 1980, 1991, 0.3609077598828697, 1.2, 0] +['GB Stevenson', 13.58, 44.44, 'Med', 1980, 1981, 0.8, 1.2, 0] ['CJ Tavare', 32.08, 197.43, 'OpenBat', 1980, 1989, 0.3060156931124673, 0.8148148148148148, 0] -['CWJ Athey', 22.68, 394.87, 'Bat', 1980, 1988, 0.38727349346818374, 1.4, 0] -['PR Downton', 19.37, 394.87, 'WK', 1981, 1988, 0.29334828101644245, 1.4, 0] -['RO Butcher', 20.91, 400.94, 'Bat', 1981, 1981, 0.44375, 1.4, 0] -['RD Jackman', 12.27, 30.73, 'Fast', 1981, 1982, 0.2028985507246377, 0.938092895790879, 0] +['CWJ Athey', 22.68, 394.87, 'Bat', 1980, 1988, 0.38727349346818374, 1.2, 0] +['PR Downton', 19.37, 394.87, 'WK', 1981, 1988, 0.29334828101644245, 1.2, 0] +['RO Butcher', 20.91, 400.94, 'Bat', 1981, 1981, 0.44375, 1.2, 0] +['RD Jackman', 12.27, 30.97, 'Fast', 1981, 1982, 0.2028985507246377, 0.938092895790879, 0] ['PJW Allott', 12.8, 38.83, 'Fast', 1981, 1985, 0.3981308411214953, 1.0989270930134323, 0] -['PWG Parker', 25.22, 400.94, 'Bat', 1981, 1981, 0.2653061224489796, 1.4, 0] -['G Cook', 21.0, 152.26, 'OpenBat', 1982, 1983, 0.3837429111531191, 1.4500537056928036, 0] -['AJ Lamb', 35.03, 194.11, 'Bat', 1982, 1992, 0.5140207551335836, 1.6727272727272728, 3] +['PWG Parker', 25.22, 400.94, 'Bat', 1981, 1981, 0.2653061224489796, 1.2, 0] +['G Cook', 21.0, 65.07, 'OpenBat', 1982, 1983, 0.3837429111531191, 1.2, 0] +['AJ Lamb', 35.03, 194.11, 'Bat', 1982, 1992, 0.5140207551335836, 1.2, 3] ['DR Pringle', 14.66, 35.72, 'Med', 1982, 1992, 0.2849528495284953, 1.039118248878037, 0] -['IA Greig', 18.36, 49.34, 'Med', 1982, 1982, 0.2549019607843137, 1.3677811550151975, 0] +['IA Greig', 18.36, 49.34, 'Med', 1982, 1982, 0.2549019607843137, 1.2, 0] ['EE Hemmings', 17.68, 39.63, 'Spin', 1982, 1991, 0.4078807241746539, 0.9006874836519051, 0] -['G Fowler', 34.87, 139.54, 'OpenBat', 1982, 1985, 0.38875669244497324, 1.3580246913580247, 0] +['G Fowler', 34.87, 53.98, 'OpenBat', 1982, 1985, 0.38875669244497324, 1.2, 0] ['VJ Marks', 24.15, 45.76, 'Spin', 1982, 1984, 0.4680451127819549, 1.0089919808764054, 0] -['NG Cowans', 7.16, 36.99, 'Fast', 1982, 1985, 0.46419098143236076, 1.2894296382129522, 0] +['NG Cowans', 7.16, 36.99, 'Fast', 1982, 1985, 0.46419098143236076, 1.2, 0] ['NGB Cook', 8.41, 35.71, 'Spin', 1983, 1989, 0.23583662714097497, 0.8860901164315768, 0] ['NA Foster', 11.43, 32.01, 'Fast', 1983, 1993, 0.36467702371218313, 1.014829285073655, 0] ['CL Smith', 30.3, 54.94, 'OpenBat', 1983, 1986, 0.2983257229832572, 0.849673202614379, 0] -['ACS Pigott', 13.15, 44.71, 'Fast', 1984, 1984, 0.3333333333333333, 1.6339869281045751, 0] -['TA Lloyd', 24.63, 394.87, 'OpenBat', 1984, 1984, 0.5882352941176471, 1.4, 0] -['BC Broad', 38.63, 154.16, 'OpenBat', 1984, 1989, 0.3786186459995441, 1.45985401459854, 0] -['VP Terry', 24.07, 394.87, 'Bat', 1984, 1984, 0.24242424242424243, 1.4, 0] -['JP Agnew', 7.68, 45.1, 'PartFast', 1984, 1985, 0.35714285714285715, 1.501610305958132, 0] +['ACS Pigott', 13.15, 44.71, 'Fast', 1984, 1984, 0.3333333333333333, 1.2, 0] +['TA Lloyd', 24.63, 394.87, 'OpenBat', 1984, 1984, 0.5882352941176471, 1.2, 0] +['BC Broad', 38.63, 69.49, 'OpenBat', 1984, 1989, 0.3786186459995441, 1.2, 0] +['VP Terry', 24.07, 394.87, 'Bat', 1984, 1984, 0.24242424242424243, 1.2, 0] +['JP Agnew', 7.68, 45.1, 'Fast', 1984, 1985, 0.35714285714285715, 1.2, 0] ['RM Ellison', 14.58, 41.32, 'Fast', 1984, 1986, 0.28133704735376047, 1.017357201102784, 0] -['CS Cowdrey', 20.74, 66.49, 'PartMed', 1984, 1988, 0.3607142857142857, 1.69584545304868, 1] -['RT Robinson', 35.55, 195.38, 'OpenBat', 1984, 1989, 0.41627665106604267, 0.0, 0] -['A Sidebottom', 14.54, 36.56, 'PartFast', 1985, 1985, 0.25, 1.2755102040816326, 0] +['CS Cowdrey', 20.74, 66.49, 'PartMed', 1984, 1988, 0.3607142857142857, 1.2, 1] +['RT Robinson', 35.55, 195.38, 'OpenBat', 1984, 1989, 0.41627665106604267, 1.2, 0] +['A Sidebottom', 14.54, 36.56, 'Fast', 1985, 1985, 0.25, 1.2, 0] ['LB Taylor', 6.18, 37.85, 'Fast', 1985, 1985, 0.1, 1.0267947275821292, 0] -['DM Smith', 25.17, 390.75, 'Bat', 1986, 1986, 0.5714285714285714, 1.4, 0] -['JG Thomas', 10.99, 46.84, 'Fast', 1986, 1986, 0.3672566371681416, 1.4259039212357834, 0] -['WN Slack', 23.65, 390.75, 'OpenBat', 1986, 1986, 0.34177215189873417, 1.4, 0] -['BN French', 15.61, 388.22, 'WK', 1986, 1988, 0.3864491844416562, 1.4, 0] -['MR Benson', 26.32, 368.89, 'OpenBat', 2004, 2009, 0.3148148148148148, 1.4, 0] -['NV Radford', 10.58, 38.18, 'PartFast', 1986, 1988, 0.23333333333333334, 1.1295253419147226, 0] -['MD Moxon', 29.22, 146.93, 'OpenBat', 1986, 1989, 0.3333333333333333, 1.3736263736263736, 0] +['DM Smith', 25.17, 390.75, 'Bat', 1986, 1986, 0.5714285714285714, 1.2, 0] +['JG Thomas', 10.99, 46.84, 'Fast', 1986, 1986, 0.3672566371681416, 1.2, 0] +['WN Slack', 23.65, 390.75, 'OpenBat', 1986, 1986, 0.34177215189873417, 1.2, 0] +['BN French', 15.61, 388.22, 'WK', 1986, 1988, 0.3864491844416562, 1.2, 0] +['MR Benson', 26.32, 368.89, 'OpenBat', 2004, 2009, 0.3148148148148148, 1.2, 0] +['NV Radford', 10.58, 38.18, 'Fast', 1986, 1988, 0.23333333333333334, 1.1295253419147226, 0] +['MD Moxon', 29.22, 62.52, 'OpenBat', 1986, 1989, 0.3333333333333333, 1.2, 0] ['GC Small', 12.57, 36.27, 'Fast', 1986, 1991, 0.43760399334442596, 1.0471321395691142, 0] ['PAJ DeFreitas', 14.68, 33.3, 'Fast', 1986, 1995, 0.5523358959195742, 1.0499766547743778, 0] -['CJ Richards', 20.12, 388.22, 'WK', 1986, 1988, 0.38, 1.4, 0] -['JJ Whitaker', 27.02, 390.75, 'Bat', 1986, 1986, 0.3235294117647059, 1.4, 0] -['NH Fairbrother', 24.56, 198.02, 'Bat', 1987, 1993, 0.3656093489148581, 1.6483516483516483, 0] -['DJ Capel', 17.03, 48.16, 'PartFast', 1987, 1990, 0.30381803411860275, 1.1692307692307693, 0] +['CJ Richards', 20.12, 388.22, 'WK', 1986, 1988, 0.38, 1.2, 0] +['JJ Whitaker', 27.02, 390.75, 'Bat', 1986, 1986, 0.3235294117647059, 1.2, 0] +['NH Fairbrother', 24.56, 198.02, 'Bat', 1987, 1993, 0.3656093489148581, 1.2, 0] +['DJ Capel', 17.03, 48.16, 'Fast', 1987, 1990, 0.30381803411860275, 1.1692307692307693, 0] ['PW Jarvis', 10.68, 42.81, 'Fast', 1988, 1993, 0.3893805309734513, 1.1092464021334312, 0] -['JH Childs', 6.63, 39.72, 'Med', 1988, 1988, 0.04878048780487805, 0.7794531050345004, 0] -['TS Curtis', 25.89, 149.88, 'OpenBat', 1988, 1989, 0.27079303675048355, 0.8547008547008547, 0] -['RA Smith', 43.66, 161.32, 'Bat', 1988, 1996, 0.45651471063692206, 0.5474452554744524, 0] -['RJ Bailey', 26.3, 391.9, 'Bat', 1988, 1990, 0.36503067484662577, 1.4, 0] -['MP Maynard', 27.15, 400.8, 'Bat', 1988, 1994, 0.47540983606557374, 1.4, 0] -['KJ Barnett', 29.36, 63.64, 'Bat', 1988, 1989, 0.575, 1.9536019536019533, 0] -['DV Lawrence', 7.38, 47.69, 'Fast', 1988, 1992, 0.41379310344827586, 1.3642922733831824, 0] -['PJ Newport', 18.19, 36.65, 'Fast', 1988, 1991, 0.5670103092783505, 1.3699305179125807, 0] -['RC Russell', 27.36, 403.77, 'WK', 1988, 1998, 0.35860113421550094, 1.4, 0] +['JH Childs', 6.63, 39.72, 'Med', 1988, 1988, 0.04878048780487805, 0.8, 0] +['TS Curtis', 25.89, 65.46, 'OpenBat', 1988, 1989, 0.27079303675048355, 0.8547008547008547, 0] +['RA Smith', 43.66, 74.68, 'Bat', 1988, 1996, 0.45651471063692206, 0.8, 0] +['RJ Bailey', 26.3, 391.9, 'Bat', 1988, 1990, 0.36503067484662577, 1.2, 0] +['MP Maynard', 27.15, 400.8, 'Bat', 1988, 1994, 0.47540983606557374, 1.2, 0] +['KJ Barnett', 29.36, 62.73, 'Bat', 1988, 1989, 0.575, 1.2, 0] +['DV Lawrence', 7.38, 47.69, 'Fast', 1988, 1992, 0.41379310344827586, 1.2, 0] +['PJ Newport', 18.19, 36.65, 'Fast', 1988, 1991, 0.5670103092783505, 1.2, 0] +['RC Russell', 27.36, 403.77, 'WK', 1988, 1998, 0.35860113421550094, 1.2, 0] ['ARC Fraser', 7.51, 27.49, 'Fast', 1989, 1998, 0.2861356932153392, 0.9701427663913872, 0] -['MA Atherton', 38.7, 81.67, 'OpenBat', 1989, 2001, 0.3749818040661847, 1.6208673250322025, 54] -['DE Malcolm', 6.11, 37.96, 'Fast', 1989, 1997, 0.458252427184466, 1.2216123499142366, 0] -['AP Igglesden', 5.13, 42.24, 'Fast', 1989, 1994, 0.1111111111111111, 1.2980864075754586, 0] -['JP Stephenson', 22.62, 391.9, 'OpenBat', 1989, 1989, 0.4044943820224719, 1.4, 0] +['MA Atherton', 38.7, 81.67, 'OpenBat', 1989, 2001, 0.3749818040661847, 1.2, 54] +['DE Malcolm', 6.11, 37.96, 'Fast', 1989, 1997, 0.458252427184466, 1.2, 0] +['AP Igglesden', 5.13, 42.24, 'Fast', 1989, 1994, 0.1111111111111111, 1.2, 0] +['JP Stephenson', 22.62, 391.9, 'OpenBat', 1989, 1989, 0.4044943820224719, 1.2, 0] ['N Hussain', 37.73, 202.91, 'Bat', 1990, 2004, 0.4038677130044843, 1.075268817204301, 45] -['AJ Stewart', 40.19, 203.25, 'OpenWK', 1990, 2003, 0.4866869860256484, 1.4130434782608696, 15] +['AJ Stewart', 40.19, 203.25, 'OpenWK', 1990, 2003, 0.4866869860256484, 1.2, 15] ['CC Lewis', 23.24, 40.47, 'Fast', 1990, 1996, 0.45642296571664603, 1.111288011463143, 0] -['JE Morris', 27.35, 396.04, 'Bat', 1990, 1990, 0.398876404494382, 1.4, 0] -['NF Williams', 13.44, 44.58, 'Fast', 1990, 1990, 0.7307692307692307, 1.3222549807915662, 0] +['JE Morris', 27.35, 396.04, 'Bat', 1990, 1990, 0.398876404494382, 1.2, 0] +['NF Williams', 13.44, 44.58, 'Fast', 1990, 1990, 0.7307692307692307, 1.2, 0] ['PCR Tufnell', 5.47, 38.3, 'Spin', 1990, 2001, 0.2217391304347826, 0.8781930792222599, 0] ['GA Hick', 31.83, 70.43, 'PartSpin', 1991, 2001, 0.4888728323699422, 0.9287309240374906, 0] ['MR Ramprakash', 27.77, 99.11, 'Bat', 1991, 2002, 0.36181678214010776, 1.158610638814671, 0] -['SL Watkin', 7.18, 37.12, 'Fast', 1991, 1993, 0.3048780487804878, 1.2507176248667267, 0] +['SL Watkin', 7.18, 37.12, 'Fast', 1991, 1993, 0.3048780487804878, 1.2, 0] ['RK Illingworth', 17.29, 42.38, 'Spin', 1991, 1995, 0.3208020050125313, 0.9035812672176309, 0] -['H Morris', 27.68, 400.8, 'OpenBat', 1991, 1991, 0.36163522012578614, 1.4, 0] +['H Morris', 27.68, 400.8, 'OpenBat', 1991, 1991, 0.36163522012578614, 1.2, 0] ['DA Reeve', 23.88, 41.97, 'PartMed', 1992, 1992, 0.2767857142857143, 0.8817910155293194, 0] -['IDK Salisbury', 16.54, 53.32, 'PartSpin', 1992, 2000, 0.2796352583586626, 1.34255705213204, 0] +['IDK Salisbury', 16.54, 53.32, 'Spin', 1992, 2000, 0.2796352583586626, 1.2, 0] ['TA Munton', 7.73, 37.53, 'Fast', 1992, 1992, 0.32051282051282054, 1.0813733441470665, 0] ['NA Mallender', 12.01, 34.46, 'Fast', 1992, 1992, 0.36363636363636365, 1.0485588412205549, 0] ['JP Taylor', 10.32, 45.66, 'Fast', 1993, 1994, 0.18681318681318682, 1.1818181818181819, 0] -['RJ Blakey', 21.27, 403.77, 'WK', 1993, 1993, 0.16666666666666666, 1.4, 0] +['RJ Blakey', 21.27, 403.77, 'WK', 1993, 1993, 0.16666666666666666, 1.2, 0] ['AR Caddick', 10.37, 29.91, 'Fast', 1993, 2003, 0.3435754189944134, 1.0944733189224465, 0] ['PM Such', 6.05, 40.01, 'Spin', 1993, 1999, 0.19420289855072465, 0.8642765685019207, 0] ['MC Ilott', 9.32, 41.77, 'Fast', 1993, 1995, 0.21374045801526717, 1.1348804746117607, 0] -['MN Lathwell', 21.14, 403.77, 'OpenBat', 1993, 1993, 0.39, 1.4, 0] -['MJ McCague', 9.43, 44.3, 'Fast', 1993, 1994, 0.3, 1.4349225816342175, 0] -['GP Thorpe', 44.25, 149.52, 'Bat', 1993, 2005, 0.4589940788130402, 0.5585748792270532, 0] +['MN Lathwell', 21.14, 403.77, 'OpenBat', 1993, 1993, 0.39, 1.2, 0] +['MJ McCague', 9.43, 44.3, 'Fast', 1993, 1994, 0.3, 1.2, 0] +['GP Thorpe', 44.25, 63.66, 'Bat', 1993, 2005, 0.4589940788130402, 0.8, 0] ['MP Bicknell', 15.49, 33.99, 'Fast', 1993, 2003, 0.34615384615384615, 1.065959952885748, 0] -['SJ Rhodes', 24.72, 402.41, 'WK', 1994, 1995, 0.31243358129649307, 1.4, 0] +['SJ Rhodes', 24.72, 402.41, 'WK', 1994, 1995, 0.31243358129649307, 1.2, 0] ['C White', 24.47, 42.49, 'Fast', 1994, 2002, 0.43167829298317606, 1.1888643043492617, 0] ['D Gough', 12.57, 28.4, 'Fast', 1994, 2003, 0.43467208947635994, 1.16633780153485, 0] -['JP Crawley', 34.62, 400.0, 'Bat', 1994, 2003, 0.39224231858792763, 1.4, 0] +['JP Crawley', 34.62, 400.0, 'Bat', 1994, 2003, 0.39224231858792763, 1.2, 0] ['JE Benjamin', 6.86, 47.91, 'Fast', 1994, 1994, 0.0, 1.0389610389610389, 0] ['PJ Martin', 11.57, 40.81, 'Fast', 1995, 1997, 0.3795379537953795, 0.868367469157983, 0] ['DG Cork', 18.0, 31.17, 'Fast', 1995, 2002, 0.4130019120458891, 1.078571514040851, 0] -['JER Gallian', 24.25, 149.18, 'PartMed', 1995, 1995, 0.23948220064724918, 1.6162669447340978, 0] -['NV Knight', 24.84, 400.0, 'OpenBat', 1995, 2001, 0.4328717639975918, 1.4, 0] +['JER Gallian', 24.25, 67.73, 'PartMed', 1995, 1995, 0.23948220064724918, 1.2, 0] +['NV Knight', 24.84, 400.0, 'OpenBat', 1995, 2001, 0.4328717639975918, 1.2, 0] ['M Watkinson', 21.7, 48.17, 'Spin', 1995, 1996, 0.4744318181818182, 1.1257763975155282, 0] -['AP Wells', 28.94, 410.68, 'Bat', 1995, 1995, 0.075, 1.4, 0] -['RC Irani', 26.53, 47.91, 'PartMed', 1996, 1999, 0.5119047619047619, 1.236749116607774, 0] +['AP Wells', 28.94, 410.68, 'Bat', 1995, 1995, 0.075, 1.2, 0] +['RC Irani', 26.53, 47.91, 'PartMed', 1996, 1999, 0.5119047619047619, 1.2, 0] ['AD Mullally', 5.61, 36.45, 'Fast', 1996, 2001, 0.41368078175895767, 0.8489936161489955, 0] -['MM Patel', 12.31, 50.01, 'PartSpin', 1996, 1996, 0.4017857142857143, 1.4177693761814747, 0] +['MM Patel', 12.31, 50.01, 'Spin', 1996, 1996, 0.4017857142857143, 1.2, 0] ['MA Ealham', 22.45, 40.54, 'Fast', 1996, 1998, 0.30042918454935624, 0.9900588354635829, 0] -['SJE Brown', 7.86, 45.02, 'Fast', 1996, 1996, 0.25, 1.5151515151515154, 0] +['SJE Brown', 7.86, 45.02, 'Fast', 1996, 1996, 0.25, 1.2, 0] ['RDB Croft', 17.08, 42.37, 'Spin', 1996, 2001, 0.3629310344827586, 0.8376830375687455, 0] ['CEW Silverwood', 9.83, 40.96, 'Fast', 1996, 2002, 0.3670886075949367, 1.1171497584541064, 0] -['MA Butcher', 34.16, 56.14, 'Bat', 1997, 2004, 0.4285857071464268, 1.233788940750764, 1] +['MA Butcher', 34.16, 56.14, 'Bat', 1997, 2004, 0.4285857071464268, 1.2, 1] ['DW Headley', 9.15, 39.59, 'Fast', 1997, 1999, 0.27719821162444114, 1.1707720369284809, 0] -['AM Smith', 7.72, 42.07, 'PartFast', 1997, 1997, 0.6666666666666666, 1.386940938133084, 0] +['AM Smith', 7.72, 39.11, 'Fast', 1997, 1997, 0.6666666666666666, 1.2, 0] ['AJ Hollioake', 22.44, 70.88, 'PartMed', 1997, 1998, 0.41139240506329117, 0.9864546525323911, 0] -['BC Hollioake', 14.82, 57.89, 'Fast', 1997, 1998, 0.3728813559322034, 1.6742386000336529, 0] -['SP James', 26.62, 400.0, 'OpenBat', 1998, 1998, 0.2508833922261484, 1.4, 0] +['BC Hollioake', 14.82, 57.89, 'Fast', 1997, 1998, 0.3728813559322034, 1.2, 0] +['SP James', 26.62, 400.0, 'OpenBat', 1998, 1998, 0.2508833922261484, 1.2, 0] ['AF Giles', 20.23, 39.3, 'Spin', 1998, 2006, 0.4637728459530026, 0.956554689688123, 0] ['A Flintoff', 30.0, 30.95, 'Fast', 1998, 2009, 0.6204615136356302, 0.9718020041940928, 11] -['AJ Tudor', 15.26, 47.91, 'Fast', 1998, 2002, 0.44639376218323584, 1.3087084148727983, 0] -['WK Hegg', 19.39, 400.0, 'WK', 1998, 1999, 0.3488372093023256, 1.4, 0] -['A Habib', 24.76, 396.3, 'Bat', 1999, 1999, 0.18571428571428572, 1.4, 0] -['CMW Read', 22.22, 385.36, 'WK', 1999, 2007, 0.39473684210526316, 1.4, 0] +['AJ Tudor', 15.26, 47.91, 'Fast', 1998, 2002, 0.44639376218323584, 1.2, 0] +['WK Hegg', 19.39, 400.0, 'WK', 1998, 1999, 0.3488372093023256, 1.2, 0] +['A Habib', 24.76, 396.3, 'Bat', 1999, 1999, 0.18571428571428572, 1.2, 0] +['CMW Read', 22.22, 385.36, 'WK', 1999, 2007, 0.39473684210526316, 1.2, 0] ['ESH Giddins', 3.18, 42.68, 'Fast', 1999, 2000, 0.17857142857142858, 1.1106997408367272, 0] -['DL Maddy', 21.28, 54.11, 'PartMed', 1999, 2000, 0.24210526315789474, 0.9784735812133073, 0] +['DL Maddy', 21.28, 51.95, 'PartMed', 1999, 2000, 0.24210526315789474, 0.9784735812133073, 0] ['CJ Adams', 24.9, 66.38, 'PartSpin', 1999, 2000, 0.3649122807017544, 1.0102739726027397, 0] -['GM Hamilton', 14.74, 45.05, 'PartFast', 1999, 1999, 0.0, 1.4583333333333333, 0] +['GM Hamilton', 14.74, 42.94, 'Fast', 1999, 1999, 0.0, 1.2, 0] ['MP Vaughan', 39.12, 76.92, 'OpenBat', 1999, 2008, 0.5113555078683834, 1.1247443762781186, 51] -['CP Schofield', 18.21, 63.01, 'PartSpin', 2000, 2000, 0.4589041095890411, 1.388888888888889, 0] +['CP Schofield', 18.21, 60.59, 'PartSpin', 2000, 2000, 0.4589041095890411, 1.2, 0] ['MJ Hoggard', 6.87, 28.79, 'Fast', 2000, 2008, 0.22631578947368422, 1.0663147996994469, 0] ['ME Trescothick', 42.19, 93.25, 'OpenBat', 2000, 2006, 0.5451567618156293, 1.029900332225914, 2] ['RJ Sidebottom', 11.95, 28.69, 'Fast', 2001, 2010, 0.34662236987818384, 0.8859221373318297, 0] -['IJ Ward', 22.47, 390.37, 'Bat', 2001, 2001, 0.40822784810126583, 1.4, 0] -['U Afzaal', 24.49, 64.95, 'Bat', 2001, 2001, 0.6058394160583942, 1.8393393393393394, 0] -['J Ormond', 9.48, 47.9, 'PartFast', 2001, 2001, 0.36893203883495146, 1.0080645161290323, 0] -['RKJ Dawson', 12.16, 71.1, 'Spin', 2001, 2003, 0.3140495867768595, 1.217319380012227, 0] -['JS Foster', 25.07, 387.22, 'WK', 2001, 2002, 0.345565749235474, 1.4, 0] +['IJ Ward', 22.47, 390.37, 'Bat', 2001, 2001, 0.40822784810126583, 1.2, 0] +['U Afzaal', 24.49, 64.95, 'Bat', 2001, 2001, 0.6058394160583942, 1.2, 0] +['J Ormond', 9.48, 47.9, 'Fast', 2001, 2001, 0.36893203883495146, 1.0080645161290323, 0] +['RKJ Dawson', 12.16, 71.1, 'Spin', 2001, 2003, 0.3140495867768595, 1.2, 0] +['JS Foster', 25.07, 387.22, 'WK', 2001, 2002, 0.345565749235474, 1.2, 0] ['SP Jones', 9.76, 41.95, 'Fast', 2002, 2005, 0.5189873417721519, 1.1579818031430935, 0] ['SJ Harmison', 10.88, 29.35, 'Fast', 2002, 2009, 0.5719784449576597, 1.027489731531639, 0] -['RWT Key', 28.74, 377.6, 'Bat', 2002, 2005, 0.47284929835265405, 1.4, 0] +['RWT Key', 28.74, 377.6, 'Bat', 2002, 2005, 0.47284929835265405, 1.2, 0] ['JM Anderson', 9.21, 25.29, 'Fast', 2003, 2018, 0.4050269299820467, 0.9194107081765308, 0] ['A McGrath', 26.55, 59.07, 'PartMed', 2003, 2003, 0.5, 1.0943912448700412, 0] ['RL Johnson', 11.31, 40.88, 'Med', 2003, 2003, 0.5841584158415841, 1.0021439807588357, 0] ['RJ Kirtley', 7.6, 37.77, 'Fast', 2003, 2003, 0.24806201550387597, 1.036397057691538, 0] -['ET Smith', 24.87, 385.36, 'Bat', 2003, 2003, 0.5058139534883721, 1.4, 0] -['Kabir Ali', 9.88, 40.69, 'Fast', 2003, 2003, 0.35714285714285715, 1.255075673680325, 0] +['ET Smith', 24.87, 385.36, 'Bat', 2003, 2003, 0.5058139534883721, 1.2, 0] +['Kabir Ali', 9.88, 40.69, 'Fast', 2003, 2003, 0.35714285714285715, 1.2, 0] ['GJ Batty', 12.81, 42.55, 'Spin', 2003, 2016, 0.25689655172413794, 1.012510523905883, 0] -['R Clarke', 22.07, 49.35, 'Fast', 2003, 2003, 0.3794466403162055, 0.6873639592164053, 0] +['R Clarke', 22.07, 49.35, 'Fast', 2003, 2003, 0.3794466403162055, 0.8, 0] ['MJ Saggers', 5.95, 37.84, 'Fast', 2003, 2004, 0.03333333333333333, 0.9823807819273754, 0] ['PD Collingwood', 37.29, 60.96, 'PartMed', 2003, 2011, 0.4644492911668484, 1.017872765904262, 0] -['GO Jones', 22.27, 372.44, 'WK', 2004, 2006, 0.5413394919168592, 1.4, 0] -['AJ Strauss', 37.56, 367.2, 'OpenBat', 2004, 2012, 0.489190128606187, 1.4, 50] -['IR Bell', 39.39, 60.33, 'Bat', 2004, 2015, 0.4946229676097811, 1.3361462728551334, 0] -['KP Pietersen', 43.64, 73.43, 'Bat', 2005, 2014, 0.6172010562052056, 1.2832025026793732, 3] +['GO Jones', 22.27, 372.44, 'WK', 2004, 2006, 0.5413394919168592, 1.2, 0] +['AJ Strauss', 37.56, 367.2, 'OpenBat', 2004, 2012, 0.489190128606187, 1.2, 50] +['IR Bell', 39.39, 60.33, 'Bat', 2004, 2015, 0.4946229676097811, 1.2, 0] +['KP Pietersen', 43.64, 73.43, 'Bat', 2005, 2014, 0.6172010562052056, 1.2, 3] ['SD Udal', 15.3, 41.48, 'Spin', 2005, 2006, 0.5093457943925234, 1.1028940281280726, 0] ['LE Plunkett', 14.65, 42.85, 'Fast', 2005, 2014, 0.4675834970530452, 1.096824255811407, 0] -['ID Blackwell', 23.58, 55.57, 'PartSpin', 2006, 2006, 0.25, 1.190077103586993, 0] -['AN Cook', 42.89, 185.07, 'OpenBat', 2006, 2018, 0.47050754458161864, 0.743099787685775, 59] +['ID Blackwell', 23.58, 53.16, 'PartSpin', 2006, 2006, 0.25, 1.190077103586993, 0] +['AN Cook', 42.89, 185.07, 'OpenBat', 2006, 2018, 0.47050754458161864, 0.8, 59] ['MS Panesar', 4.51, 32.03, 'Spin', 2006, 2013, 0.2937249666221629, 0.882321605235788, 0] -['OA Shah', 25.97, 141.15, 'Bat', 2006, 2009, 0.4190031152647975, 1.9682539682539684, 0] -['SI Mahmood', 8.52, 47.88, 'Fast', 2006, 2007, 0.5031055900621118, 1.2885406685079759, 0] +['OA Shah', 25.97, 61.59, 'Bat', 2006, 2009, 0.4190031152647975, 1.2, 0] +['SI Mahmood', 8.52, 47.88, 'Fast', 2006, 2007, 0.5031055900621118, 1.2, 0] ['J Lewis', 10.51, 33.41, 'Med', 2006, 2006, 0.6, 0.9476464191393507, 0] -['MJ Prior', 37.08, 369.12, 'WK', 2007, 2014, 0.6166691740634873, 1.4, 0] +['MJ Prior', 37.08, 369.12, 'WK', 2007, 2014, 0.6166691740634873, 1.2, 0] ['CT Tremlett', 10.06, 36.71, 'Fast', 2007, 2013, 0.3779264214046823, 0.9362813947604881, 0] -['RS Bopara', 27.01, 66.25, 'PartMed', 2007, 2012, 0.5289788408463661, 1.26873942717144, 0] +['RS Bopara', 27.01, 66.25, 'PartMed', 2007, 2012, 0.5289788408463661, 1.2, 0] ['SCJ Broad', 19.13, 27.15, 'Fast', 2007, 2018, 0.6599687430229962, 0.9505015453296239, 0] -['TR Ambrose', 23.39, 367.2, 'WK', 2008, 2009, 0.46417445482866043, 1.4, 0] +['TR Ambrose', 23.39, 367.2, 'WK', 2008, 2009, 0.46417445482866043, 1.2, 0] ['DJ Pattinson', 7.11, 51.78, 'Fast', 2008, 2008, 0.42, 1.0102604577742698, 0] ['GP Swann', 20.39, 27.65, 'Spin', 2008, 2013, 0.7649357900614182, 0.9453467054712671, 0] -['A Khan', 9.39, 48.31, 'PartFast', 2009, 2009, 0.5, 1.3312963771278916, 0] +['A Khan', 9.39, 48.31, 'Fast', 2009, 2009, 0.5, 1.2, 0] ['TT Bresnan', 21.7, 37.58, 'Fast', 2009, 2013, 0.3943758573388203, 0.9605314098253764, 0] ['G Onions', 8.21, 35.06, 'Fast', 2009, 2012, 0.30927835051546393, 1.131437489162476, 0] ['IJL Trott', 40.79, 70.07, 'Bat', 2009, 2015, 0.4718257874015748, 1.0795638562020944, 0] -['MA Carberry', 25.62, 370.14, 'OpenBat', 2010, 2014, 0.41317365269461076, 1.4, 0] +['MA Carberry', 25.62, 370.14, 'OpenBat', 2010, 2014, 0.41317365269461076, 1.2, 0] ['ST Finn', 8.9, 30.97, 'Fast', 2010, 2016, 0.30965593784683687, 1.136048822196401, 0] -['JC Tredwell', 13.47, 51.16, 'Spin', 2010, 2015, 0.5172413793103449, 0.7803763310157048, 0] -['EJG Morgan', 25.04, 368.21, 'Bat', 2010, 2012, 0.5477308294209703, 1.4, 0] +['JC Tredwell', 13.47, 51.16, 'Spin', 2010, 2015, 0.5172413793103449, 0.8, 0] +['EJG Morgan', 25.04, 368.21, 'Bat', 2010, 2012, 0.5477308294209703, 1.2, 0] ['A Shahzad', 12.58, 53.67, 'Fast', 2010, 2010, 0.4166666666666667, 1.172747580044676, 0] ['SR Patel', 20.93, 58.53, 'PartSpin', 2012, 2015, 0.4467455621301775, 0.9405929533725061, 0] -['JM Bairstow', 36.69, 375.12, 'WK', 2012, 2018, 0.552320451738133, 1.4, 0] -['JWA Taylor', 30.22, 370.71, 'Bat', 2012, 2016, 0.41434262948207173, 1.4, 0] -['NRD Compton', 26.11, 370.71, 'OpenBat', 2012, 2016, 0.36046511627906974, 1.4, 0] +['JM Bairstow', 36.69, 375.12, 'WK', 2012, 2018, 0.552320451738133, 1.2, 0] +['JWA Taylor', 30.22, 370.71, 'Bat', 2012, 2016, 0.41434262948207173, 1.2, 0] +['NRD Compton', 26.11, 370.71, 'OpenBat', 2012, 2016, 0.36046511627906974, 1.2, 0] ['JE Root', 49.97, 57.45, 'PartSpin', 2012, 2018, 0.5576640907757019, 0.965082215082215, 12] -['SC Kerrigan', 7.43, 47.61, 'PartSpin', 2013, 2013, 0.08333333333333333, 2.116613418530352, 0] +['SC Kerrigan', 7.43, 46.51, 'PartSpin', 2013, 2013, 0.08333333333333333, 1.2, 0] ['CR Woakes', 25.23, 32.59, 'Fast', 2013, 2017, 0.47020262216924913, 0.9853822796636561, 0] ['BA Stokes', 33.5, 34.39, 'Fast', 2013, 2017, 0.637700183775269, 1.0812696198116496, 0] ['GS Ballance', 35.49, 189.51, 'Bat', 2014, 2017, 0.4716624685138539, 0.8064516129032258, 0] -['SG Borthwick', 19.81, 59.41, 'Spin', 2014, 2014, 0.2631578947368421, 2.0152371590071274, 0] -['WB Rankin', 5.14, 40.25, 'PartFast', 2014, 2014, 0.5416666666666666, 1.2421725239616614, 0] +['SG Borthwick', 19.81, 59.41, 'Spin', 2014, 2014, 0.2631578947368421, 1.2, 0] +['WB Rankin', 5.14, 40.25, 'Fast', 2014, 2014, 0.5416666666666666, 1.2, 0] ['MM Ali', 31.17, 39.37, 'Spin', 2014, 2018, 0.5237791932059448, 1.1725956166424443, 0] ['CJ Jordan', 14.71, 47.05, 'Fast', 2014, 2015, 0.5625, 0.9421787884482867, 0] -['SD Robson', 24.0, 370.71, 'OpenBat', 2014, 2014, 0.44503311258278144, 1.4, 0] -['JC Buttler', 26.03, 375.12, 'WK', 2014, 2016, 0.5552407932011332, 1.4, 0] -['A Lyth', 21.65, 136.87, 'OpenBat', 2015, 2015, 0.500945179584121, 0.0, 0] +['SD Robson', 24.0, 370.71, 'OpenBat', 2014, 2014, 0.44503311258278144, 1.2, 0] +['JC Buttler', 26.03, 375.12, 'WK', 2014, 2016, 0.5552407932011332, 1.2, 0] +['A Lyth', 21.65, 55.59, 'OpenBat', 2015, 2015, 0.500945179584121, 1.2, 0] ['MA Wood', 12.54, 37.02, 'Fast', 2015, 2017, 0.553030303030303, 1.0981247727390784, 0] -['AU Rashid', 19.93, 42.16, 'Spin', 2015, 2016, 0.35287081339712917, 1.2370663420572123, 0] -['AD Hales', 24.21, 189.51, 'OpenBat', 2015, 2016, 0.4384085692425402, 0.2150537634408602, 0] -['JM Vince', 21.87, 54.0, 'Bat', 2016, 2018, 0.48764769065520946, 1.045016077170418, 0] -['JT Ball', 4.01, 39.49, 'PartFast', 2016, 2017, 0.536, 1.0847564832384566, 0] -['BM Duckett', 27.06, 379.03, 'OpenBat', 2016, 2016, 0.5789473684210527, 1.4, 0] -['ZS Ansari', 17.4, 43.82, 'Spin', 2016, 2016, 0.3602941176470588, 1.3045540796963946, 0] -['H Hameed', 27.74, 379.03, 'OpenBat', 2016, 2016, 0.3421875, 1.4, 0] -['KK Jennings', 22.78, 36.68, 'OpenBat', 2016, 2017, 0.4291970802919708, 1.1827956989247312, 0] +['AU Rashid', 19.93, 42.16, 'Spin', 2015, 2016, 0.35287081339712917, 1.2, 0] +['AD Hales', 24.21, 189.51, 'OpenBat', 2015, 2016, 0.4384085692425402, 0.8, 0] +['JM Vince', 21.87, 53.41, 'Bat', 2016, 2018, 0.48764769065520946, 1.045016077170418, 0] +['JT Ball', 4.01, 39.49, 'Fast', 2016, 2017, 0.536, 1.0847564832384566, 0] +['BM Duckett', 27.06, 379.03, 'OpenBat', 2016, 2016, 0.5789473684210527, 1.2, 0] +['ZS Ansari', 17.4, 43.82, 'Spin', 2016, 2016, 0.3602941176470588, 1.2, 0] +['H Hameed', 27.74, 379.03, 'OpenBat', 2016, 2016, 0.3421875, 1.2, 0] +['KK Jennings', 22.78, 35.8, 'OpenBat', 2016, 2017, 0.4291970802919708, 1.1827956989247312, 0] ['LA Dawson', 21.33, 43.0, 'Spin', 2016, 2017, 0.4263959390862944, 1.096528885072979, 0] -['DJ Malan', 28.98, 51.79, 'Bat', 2017, 2018, 0.4126984126984127, 0.8915521777258112, 0] -['TS Roland-Jones', 11.99, 32.6, 'Fast', 2017, 2017, 0.6949152542372882, 1.2021884148389883, 0] -['T Westley', 24.62, 55.6, 'Bat', 2017, 2017, 0.4260485651214128, 0.9646302250803859, 0] -['MD Stoneman', 24.65, 378.91, 'OpenBat', 2017, 2018, 0.45714285714285713, 1.4, 0] -['C Overton', 11.92, 34.44, 'Fast', 2017, 2017, 0.4397163120567376, 1.2316747506676113, 0] -['TK Curran', 9.1, 40.1, 'PartFast', 2017, 2018, 0.55, 0.9743739647276626, 0] -['MS Crane', 2.84, 59.13, 'PartSpin', 2018, 2018, 0.5454545454545454, 1.292872454448017, 0] -['JM Blackham', 26.42, 500, 'WK', 1877, 1894, 0.5, 1.4, 8] -['BB Cooper', 17.19, 500, 'Bat', 1877, 1877, 0.5, 1.4, 0] -['TW Garrett', 17.98, 43.08, 'Fast', 1877, 1888, 0.5, 0.9786381124054992, 0] -['DW Gregory', 13.96, 195.08, 'Bat', 1877, 1879, 0.5, 1.2, 3] -['EJ Gregory', 16.33, 500, 'Bat', 1877, 1877, 0.5, 1.4, 0] -['JR Hodges', 13.9, 50.23, 'Med', 1877, 1877, 0.5, 1.625386996904025, 0] +['DJ Malan', 28.98, 48.8, 'Bat', 2017, 2018, 0.4126984126984127, 0.8915521777258112, 0] +['TS Roland-Jones', 11.99, 32.6, 'Fast', 2017, 2017, 0.6949152542372882, 1.2, 0] +['T Westley', 24.62, 55.01, 'Bat', 2017, 2017, 0.4260485651214128, 0.9646302250803859, 0] +['MD Stoneman', 24.65, 378.91, 'OpenBat', 2017, 2018, 0.45714285714285713, 1.2, 0] +['C Overton', 11.92, 34.44, 'Fast', 2017, 2017, 0.4397163120567376, 1.2, 0] +['TK Curran', 9.1, 40.1, 'Fast', 2017, 2018, 0.55, 0.9743739647276626, 0] +['MS Crane', 2.84, 59.13, 'Spin', 2018, 2018, 0.5454545454545454, 1.2, 0] +['C Bannerman', 26.59, 500, 'OpenBat', 1877, 1879, 0.5, 1.2, 0] +['JM Blackham', 26.42, 500, 'WK', 1877, 1894, 0.5, 1.2, 8] +['BB Cooper', 17.19, 500, 'Bat', 1877, 1877, 0.5, 1.2, 0] +['TW Garrett', 17.98, 50.41, 'Fast', 1877, 1888, 0.5, 0.9786381124054992, 0] +['DW Gregory', 13.96, 69.5, 'Bat', 1877, 1879, 0.5, 1.2, 3] +['EJ Gregory', 16.33, 500, 'Bat', 1877, 1877, 0.5, 1.2, 0] +['JR Hodges', 13.9, 55.79, 'Med', 1877, 1877, 0.5, 1.2, 0] ['TP Horan', 25.02, 54.57, 'PartMed', 1877, 1885, 0.5, 1.036156800231867, 2] -['TK Kendall', 18.71, 51.02, 'Med', 1877, 1877, 0.5, 1.0049546601850987, 0] -['WE Midwinter', 19.26, 40.75, 'Med', 1877, 1887, 0.5, 0.9652971679297965, 0] -['NFD Thomson', 20.9, 63.45, 'OpenPartMed', 1877, 1877, 0.5, 0.7283834586466167, 0] -['TJD Kelly', 25.19, 500, 'Bat', 1877, 1879, 0.5, 1.4, 0] -['WL Murdoch', 48.06, 500, 'Bat', 1877, 1892, 0.5, 1.4, 16] -['FR Spofforth', 12.47, 29.37, 'Fast', 1877, 1887, 0.5, 1.1384038670218013, 0] -['FE Allan', 8.69, 32.34, 'Med', 1879, 1879, 0.5, 1.1594202898550725, 0] -['AC Bannerman', 38.88, 85.86, 'OpenBat', 1879, 1893, 0.5, 1.5651004992958648, 0] -['HF Boyle', 12.81, 35.88, 'Med', 1879, 1884, 0.5, 1.0121745172038088, 0] -['G Alexander', 19.87, 68.63, 'PartMed', 1880, 1884, 0.5, 1.5235910878112713, 0] -['GJ Bonnor', 27.03, 92.93, 'Bat', 1880, 1888, 0.5, 1.4032743067156699, 0] -['TU Groube', 13.35, 500, 'Bat', 1880, 1880, 0.24444444444444444, 1.4, 0] -['PS McDonnell', 46.01, 326.98, 'OpenBat', 1880, 1888, 0.5, 2.792413066385669, 6] +['TK Kendall', 18.71, 56.45, 'Med', 1877, 1877, 0.5, 1.0049546601850987, 0] +['WE Midwinter', 19.26, 51.75, 'Med', 1877, 1887, 0.5, 0.9652971679297965, 0] +['NFD Thomson', 20.9, 64.09, 'OpenPartMed', 1877, 1877, 0.5, 0.8, 0] +['TJD Kelly', 25.19, 500, 'Bat', 1877, 1879, 0.5, 1.2, 0] +['WL Murdoch', 48.06, 500, 'Bat', 1877, 1892, 0.5, 1.2, 16] +['FR Spofforth', 12.47, 38.98, 'Fast', 1877, 1887, 0.5, 1.1384038670218013, 0] +['FE Allan', 8.69, 55.52, 'Med', 1879, 1879, 0.5, 1.1594202898550725, 0] +['AC Bannerman', 38.88, 85.86, 'OpenBat', 1879, 1893, 0.5, 1.2, 0] +['HF Boyle', 12.81, 51.06, 'Med', 1879, 1884, 0.5, 1.0121745172038088, 0] +['G Alexander', 19.87, 73.12, 'PartMed', 1880, 1884, 0.5, 1.2, 0] +['GJ Bonnor', 27.03, 92.93, 'Bat', 1880, 1888, 0.5, 1.2, 0] +['TU Groube', 13.35, 500, 'Bat', 1880, 1880, 0.24444444444444444, 1.2, 0] +['PS McDonnell', 46.01, 326.98, 'OpenBat', 1880, 1888, 0.5, 1.2, 6] ['WH Moule', 20.95, 282.35, 'Med', 1880, 1880, 0.35398230088495575, 1.1972930765226446, 0] -['GE Palmer', 19.93, 38.88, 'Spin', 1880, 1886, 0.5, 1.0224371538306865, 0] -['J Slight', 14.44, 500, 'Bat', 1880, 1880, 0.3055555555555556, 1.4, 0] -['WH Cooper', 16.19, 68.21, 'Spin', 1882, 1884, 0.5, 1.3946599744929444, 0] -['E Evans', 12.91, 50.23, 'PartSpin', 1882, 1886, 0.5, 0.7353185457525387, 0] -['G Giffen', 36.16, 42.68, 'Med', 1882, 1896, 0.5, 1.1910214648440276, 4] -['HH Massie', 23.61, 500, 'OpenBat', 1882, 1885, 0.5, 1.4, 1] -['G Coulthard', 14.39, 500, 'Bat', 1879, 1882, 0.5, 1.4, 0] +['GE Palmer', 19.93, 45.85, 'Spin', 1880, 1886, 0.5, 1.0224371538306865, 0] +['J Slight', 14.44, 500, 'Bat', 1880, 1880, 0.3055555555555556, 1.2, 0] +['WH Cooper', 16.19, 68.21, 'Spin', 1882, 1884, 0.5, 1.2, 0] +['E Evans', 12.91, 65.59, 'Spin', 1882, 1886, 0.5, 0.8, 0] +['G Giffen', 36.16, 43.94, 'Med', 1882, 1896, 0.5, 1.1910214648440276, 4] +['HH Massie', 23.61, 500, 'OpenBat', 1882, 1885, 0.5, 1.2, 1] +['G Coulthard', 14.39, 500, 'Bat', 1879, 1882, 0.5, 1.2, 0] ['SP Jones', 29.74, 75.96, 'Bat', 1882, 1888, 0.5, 1.1874469889737063, 0] -['HJH Scott', 31.15, 225.67, 'Bat', 1884, 1886, 0.5, 2.579365079365079, 3] -['W Bruce', 38.67, 77.79, 'PartMed', 1885, 1895, 0.5, 1.2036327825801507, 0] -['AH Jarvis', 20.88, 500, 'WK', 1885, 1895, 0.5, 1.4, 0] -['AP Marr', 14.89, 230.5, 'PartMed', 1885, 1885, 0.5, 0.8101851851851851, 0] -['S Morris', 23.36, 78.63, 'OpenMed', 1885, 1885, 0.5, 1.4910130718954246, 0] -['HA Musgrove', 16.16, 500, 'Bat', 1885, 1885, 0.5, 1.4, 0] -['RJ Pope', 14.65, 500, 'Bat', 1885, 1885, 0.5, 1.4, 0] -['WR Robertson', 14.81, 229.18, 'PartSpin', 1885, 1885, 0.5, 1.515151515151515, 0] +['HJH Scott', 31.15, 81.87, 'Bat', 1884, 1886, 0.5, 1.2, 3] +['W Bruce', 38.67, 77.79, 'PartMed', 1885, 1895, 0.5, 1.2, 0] +['AH Jarvis', 20.88, 500, 'WK', 1885, 1895, 0.5, 1.2, 0] +['AP Marr', 14.89, 86.69, 'PartMed', 1885, 1885, 0.5, 0.8101851851851851, 0] +['S Morris', 23.36, 78.63, 'OpenMed', 1885, 1885, 0.5, 1.2, 0] +['HA Musgrove', 16.16, 500, 'Bat', 1885, 1885, 0.5, 1.2, 0] +['RJ Pope', 14.65, 500, 'Bat', 1885, 1885, 0.5, 1.2, 0] +['WR Robertson', 14.81, 85.37, 'PartSpin', 1885, 1885, 0.5, 1.2, 0] ['JW Trumble', 23.98, 68.85, 'PartSpin', 1885, 1886, 0.5, 1.0373831775700935, 0] -['J Worrall', 30.16, 65.33, 'Bat', 1885, 1899, 0.5, 1.2348079727758872, 0] -['PG McShane', 16.43, 85.56, 'PartMed', 1885, 1888, 0.5, 1.2461059190031152, 0] -['FH Walters', 18.97, 500, 'Bat', 1885, 1885, 0.5, 1.4, 0] -['J McIlwraith', 22.5, 500, 'OpenBat', 1886, 1886, 0.5, 1.4, 0] -['JJ Ferris', 15.16, 33.94, 'Med', 1887, 1892, 0.5, 0.909902082795219, 0] -['H Moses', 32.46, 500, 'Bat', 1887, 1895, 0.5, 1.4, 0] -['CTB Turner', 17.75, 28.12, 'Fast', 1887, 1895, 0.5, 0.8268104425663801, 0] -['RC Allen', 26.13, 500, 'Bat', 1887, 1887, 0.5, 1.4, 0] -['FJ Burton', 14.95, 500, 'WK', 1887, 1888, 0.5, 1.4, 0] -['JT Cottam', 18.33, 500, 'Bat', 1887, 1887, 0.5, 1.4, 0] -['WF Giffen', 12.42, 500, 'Bat', 1887, 1892, 0.5, 1.4, 0] +['J Worrall', 30.16, 65.33, 'Bat', 1885, 1899, 0.5, 1.2, 0] +['PG McShane', 16.43, 85.56, 'PartMed', 1885, 1888, 0.5, 1.2, 0] +['FH Walters', 18.97, 500, 'Bat', 1885, 1885, 0.5, 1.2, 0] +['J McIlwraith', 22.5, 500, 'OpenBat', 1886, 1886, 0.5, 1.2, 0] +['JJ Ferris', 15.16, 43.09, 'Med', 1887, 1892, 0.5, 0.909902082795219, 0] +['H Moses', 32.46, 500, 'Bat', 1887, 1895, 0.5, 1.2, 0] +['CTB Turner', 17.75, 37.04, 'Fast', 1887, 1895, 0.5, 0.8268104425663801, 0] +['RC Allen', 26.13, 500, 'Bat', 1887, 1887, 0.5, 1.2, 0] +['FJ Burton', 14.95, 500, 'WK', 1887, 1888, 0.5, 1.2, 0] +['JT Cottam', 18.33, 500, 'Bat', 1887, 1887, 0.5, 1.2, 0] +['WF Giffen', 12.42, 500, 'Bat', 1887, 1892, 0.5, 1.2, 0] ['JJ Lyons', 37.7, 79.43, 'OpenBat', 1887, 1897, 0.5, 1.1690553405167905, 0] -['JD Edwards', 13.28, 500, 'Bat', 1888, 1888, 0.5, 1.4, 0] -['GHS Trott', 30.57, 54.9, 'PartSpin', 1888, 1898, 0.5, 1.3037136862216612, 8] -['SMJ Woods', 26.0, 42.4, 'Fast', 1888, 1896, 0.5, 1.5044531814169941, 0] -['JE Barrett', 24.94, 500, 'OpenBat', 1890, 1890, 0.5, 1.4, 0] -['EJK Burn', 19.13, 500, 'Bat', 1890, 1890, 0.5, 1.4, 0] -['PC Charlton', 11.21, 53.55, 'Bat', 1890, 1890, 0.5, 1.4414414414414412, 0] -['SE Gregory', 30.46, 248.24, 'Bat', 1890, 1912, 0.5, 2.4535315985130115, 6] -['H Trumble', 24.35, 27.47, 'Spin', 1890, 1904, 0.5, 0.8686398942853183, 2] -['ST Callaway', 13.91, 35.42, 'Fast', 1892, 1895, 0.5, 0.7178242847032656, 0] -['H Donnan', 19.33, 183.46, 'Bat', 1892, 1896, 0.5, 0.9700176366843033, 0] -['RW McLeod', 20.14, 59.05, 'Med', 1892, 1893, 0.5, 0.8697037998315233, 0] -['H Graham', 25.59, 500, 'Bat', 1893, 1896, 0.5, 1.4, 0] -['J Darling', 34.88, 488.4, 'Bat', 1894, 1905, 0.5, 1.4, 21] -['FA Iredale', 37.04, 240.48, 'Bat', 1894, 1899, 0.5, 0.5859375, 0] -['E Jones', 7.12, 38.28, 'Fast', 1894, 1902, 0.5, 1.1033584003580814, 0] +['JD Edwards', 13.28, 500, 'Bat', 1888, 1888, 0.5, 1.2, 0] +['GHS Trott', 30.57, 54.9, 'PartSpin', 1888, 1898, 0.5, 1.2, 8] +['SMJ Woods', 26.0, 46.7, 'Fast', 1888, 1896, 0.5, 1.2, 0] +['JE Barrett', 24.94, 500, 'OpenBat', 1890, 1890, 0.5, 1.2, 0] +['EJK Burn', 19.13, 500, 'Bat', 1890, 1890, 0.5, 1.2, 0] +['PC Charlton', 11.21, 56.32, 'Bat', 1890, 1890, 0.5, 1.2, 0] +['SE Gregory', 30.46, 248.24, 'Bat', 1890, 1912, 0.5, 1.2, 6] +['H Trumble', 24.35, 28.9, 'Spin', 1890, 1904, 0.5, 0.8686398942853183, 2] +['ST Callaway', 13.91, 47.23, 'Fast', 1892, 1895, 0.5, 0.8, 0] +['H Donnan', 19.33, 73.01, 'Bat', 1892, 1896, 0.5, 0.9700176366843033, 0] +['RW McLeod', 20.14, 59.71, 'Med', 1892, 1893, 0.5, 0.8697037998315233, 0] +['H Graham', 25.59, 500, 'Bat', 1893, 1896, 0.5, 1.2, 0] +['J Darling', 34.88, 488.4, 'Bat', 1894, 1905, 0.5, 1.2, 21] +['FA Iredale', 37.04, 240.48, 'Bat', 1894, 1899, 0.5, 0.8, 0] +['E Jones', 7.12, 38.47, 'Fast', 1894, 1902, 0.5, 1.1033584003580814, 0] ['CE McLeod', 24.97, 48.57, 'Med', 1894, 1905, 0.5, 0.8694663117348423, 0] ['JC Reedman', 17.44, 70.99, 'PartMed', 1894, 1894, 0.5, 1.0025062656641603, 0] ['A Coningham', 11.0, 50.23, 'Fast', 1895, 1895, 0.5, 0.9728622631848439, 0] -['J Harry', 17.5, 496.28, 'Bat', 1895, 1895, 0.5, 1.4, 0] -['AE Trott', 22.91, 33.07, 'Spin', 1895, 1899, 0.5, 0.9421200115953232, 0] -['TR McKibbin', 8.85, 38.41, 'Spin', 1895, 1898, 0.5, 1.126453488372093, 0] +['J Harry', 17.5, 496.28, 'Bat', 1895, 1895, 0.5, 1.2, 0] +['AE Trott', 22.91, 35.91, 'Spin', 1895, 1899, 0.5, 0.9421200115953232, 0] +['TR McKibbin', 8.85, 44.29, 'Spin', 1895, 1898, 0.5, 1.126453488372093, 0] ['CJ Eady', 15.56, 48.56, 'Fast', 1896, 1902, 0.5, 1.1244227294023157, 0] -['C Hill', 49.06, 500, 'Bat', 1896, 1912, 0.5, 1.4, 10] -['JJ Kelly', 20.79, 488.4, 'WK', 1896, 1905, 0.5, 1.4, 0] +['C Hill', 49.06, 500, 'Bat', 1896, 1912, 0.5, 1.2, 10] +['JJ Kelly', 20.79, 488.4, 'WK', 1896, 1905, 0.5, 1.2, 0] ['MA Noble', 37.85, 34.63, 'Spin', 1898, 1909, 0.5, 0.9459963765472121, 15] -['WP Howell', 10.2, 38.97, 'Med', 1898, 1904, 0.5, 0.8063437725655906, 0] +['WP Howell', 10.2, 40.73, 'Med', 1898, 1904, 0.5, 0.8063437725655906, 0] ['FJ Laver', 17.25, 45.45, 'Med', 1899, 1909, 0.5, 0.9141079861176961, 0] -['VT Trumper', 46.67, 61.56, 'OpenBat', 1899, 1912, 0.5, 1.2441130298273158, 0] -['WW Armstrong', 46.02, 38.48, 'Fast', 1902, 1921, 0.5, 0.786416491339464, 10] +['VT Trumper', 46.67, 61.56, 'OpenBat', 1899, 1912, 0.5, 1.2, 0] +['WW Armstrong', 46.02, 39.55, 'Fast', 1902, 1921, 0.5, 0.8, 10] ['RA Duff', 44.53, 58.8, 'OpenBat', 1902, 1905, 0.5, 1.0572139303482586, 0] ['AJY Hopkins', 19.59, 46.33, 'PartFast', 1902, 1909, 0.5, 1.1239100010765422, 0] -['JV Saunders', 3.22, 36.55, 'Spin', 1902, 1908, 0.5, 1.0991712354966212, 0] -['JPF Travers', 11.2, 66.05, 'PartSpin', 1902, 1902, 0.5, 0.6554307116104869, 0] -['A Cotter', 15.59, 40.41, 'Fast', 1904, 1912, 0.5, 1.2004002904067657, 0] -['PA McAlister', 21.94, 478.09, 'OpenBat', 1904, 1909, 0.5, 1.4, 0] -['DRA Gehrs', 23.96, 238.85, 'Bat', 1904, 1911, 0.5, 1.4545454545454546, 0] -['H Carter', 27.23, 474.12, 'WK', 1907, 1921, 0.5, 1.4, 0] +['JV Saunders', 3.22, 38.0, 'Spin', 1902, 1908, 0.5, 1.0991712354966212, 0] +['JPF Travers', 11.2, 66.05, 'PartSpin', 1902, 1902, 0.5, 0.8, 0] +['A Cotter', 15.59, 40.41, 'Fast', 1904, 1912, 0.5, 1.2, 0] +['PA McAlister', 21.94, 478.09, 'OpenBat', 1904, 1909, 0.5, 1.2, 0] +['DRA Gehrs', 23.96, 238.85, 'Bat', 1904, 1911, 0.5, 1.2, 0] +['H Carter', 27.23, 474.12, 'WK', 1907, 1921, 0.5, 1.2, 0] ['GR Hazlitt', 9.84, 49.8, 'Spin', 1907, 1912, 0.5, 0.8696562554528007, 0] -['CG Macartney', 44.39, 33.22, 'PartSpin', 1907, 1926, 0.5, 0.7382688191568851, 0] -['VS Ransford', 43.95, 56.25, 'Bat', 1907, 1912, 0.5, 1.4207188160676534, 0] -['MJ Hartigan', 21.09, 238.85, 'Bat', 1908, 1908, 0.5, 1.272727272727273, 0] +['CG Macartney', 44.39, 35.45, 'PartSpin', 1907, 1926, 0.5, 0.8, 0] +['VS Ransford', 43.95, 56.25, 'Bat', 1907, 1912, 0.5, 1.2, 0] +['MJ Hartigan', 21.09, 238.85, 'Bat', 1908, 1908, 0.5, 1.2, 0] ["JDA O'Connor", 9.46, 46.16, 'Med', 1908, 1909, 0.5, 1.071991592222806, 0] -['W Bardsley', 42.18, 416.81, 'OpenBat', 1909, 1926, 0.5, 1.4, 2] +['W Bardsley', 42.18, 416.81, 'OpenBat', 1909, 1926, 0.5, 1.2, 2] ['WJ Whitty', 11.02, 37.25, 'Fast', 1909, 1912, 0.5, 0.8923551872613535, 0] ['C Kelleway', 37.12, 38.02, 'Fast', 1910, 1928, 0.5, 0.8540452124667935, 0] -['HV Hordern', 16.57, 31.73, 'Spin', 1911, 1912, 0.35624123422159887, 1.0801414734134482, 0] +['HV Hordern', 16.57, 42.19, 'Spin', 1911, 1912, 0.35624123422159887, 1.0801414734134482, 0] ['RB Minnett', 24.74, 51.61, 'PartFast', 1911, 1912, 0.5, 1.0626473354423422, 0] ['TJ Matthews', 18.18, 49.6, 'Spin', 1912, 1912, 0.5, 0.8365555474214523, 0] -['JW McLaren', 8.54, 55.95, 'PartFast', 1912, 1912, 0.0, 1.0491606714628297, 0] -['W Carkeek', 8.5, 475.81, 'WK', 1912, 1912, 0.5, 1.4, 0] -['SH Emery', 12.21, 48.85, 'PartSpin', 1912, 1912, 0.5, 1.1632252639446885, 0] -['CB Jennings', 18.36, 475.81, 'OpenBat', 1912, 1912, 0.5, 1.4, 0] -['DBM Smith', 16.48, 475.81, 'Bat', 1912, 1912, 0.5, 1.4, 0] -['ER Mayne', 21.78, 148.45, 'Bat', 1912, 1921, 0.5, 0.3533568904593639, 0] -['HL Collins', 40.44, 36.62, 'OpenPartSpin', 1920, 1926, 0.5, 0.8926357550210762, 11] -['JM Gregory', 33.24, 29.87, 'Fast', 1920, 1928, 0.5, 1.1205872644636725, 0] -['AA Mailey', 9.27, 32.47, 'Spin', 1920, 1926, 0.5, 1.2713107663262917, 0] -['WAS Oldfield', 21.95, 387.6, 'WK', 1920, 1937, 0.5, 1.4, 0] -['CE Pellew', 25.28, 153.93, 'Bat', 1920, 1921, 0.5, 0.9795447997695189, 0] +['JW McLaren', 8.54, 55.95, 'Fast', 1912, 1912, 0.0, 1.0491606714628297, 0] +['W Carkeek', 8.5, 475.81, 'WK', 1912, 1912, 0.5, 1.2, 0] +['SH Emery', 12.21, 48.85, 'Spin', 1912, 1912, 0.5, 1.1632252639446885, 0] +['CB Jennings', 18.36, 475.81, 'OpenBat', 1912, 1912, 0.5, 1.2, 0] +['DBM Smith', 16.48, 475.81, 'Bat', 1912, 1912, 0.5, 1.2, 0] +['ER Mayne', 21.78, 56.38, 'Bat', 1912, 1921, 0.5, 0.8, 0] +['HL Collins', 40.44, 39.09, 'OpenPartSpin', 1920, 1926, 0.5, 0.8926357550210762, 11] +['JM Gregory', 33.24, 31.17, 'Fast', 1920, 1928, 0.5, 1.1205872644636725, 0] +['AA Mailey', 9.27, 32.47, 'Spin', 1920, 1926, 0.5, 1.2, 0] +['WAS Oldfield', 21.95, 387.6, 'WK', 1920, 1937, 0.5, 1.2, 0] +['CE Pellew', 25.28, 71.21, 'Bat', 1920, 1921, 0.5, 0.9795447997695189, 0] ['J Ryder', 43.61, 45.85, 'PartFast', 1920, 1929, 0.5, 0.9252072273253665, 5] ['JM Taylor', 31.22, 191.33, 'Bat', 1920, 1926, 0.5, 0.9144482828693355, 0] -['RL Park', 20.41, 186.39, 'Bat', 1921, 1921, 0.0, 3.422053231939164, 0] -['EA McDonald', 8.58, 27.3, 'Fast', 1921, 1921, 0.5, 1.1315905661247703, 0] -['TJE Andrews', 24.6, 72.83, 'Bat', 1921, 1926, 0.5, 1.756511205330103, 0] +['RL Park', 20.41, 186.39, 'Bat', 1921, 1921, 0.0, 1.2, 0] +['EA McDonald', 8.58, 29.28, 'Fast', 1921, 1921, 0.5, 1.1315905661247703, 0] +['TJE Andrews', 24.6, 72.83, 'Bat', 1921, 1926, 0.5, 1.2, 0] ['HSTL Hendry', 20.65, 43.91, 'PartFast', 1921, 1929, 0.5, 0.8792497069167643, 0] -['WH Ponsford', 46.06, 382.04, 'OpenBat', 1924, 1934, 0.5, 1.4, 0] -['AJ Richardson', 25.12, 47.63, 'PartMed', 1924, 1926, 0.5, 0.6738927980132451, 0] -['VY Richardson', 22.93, 387.72, 'Bat', 1924, 1936, 0.5, 1.4, 5] -['AEV Hartkopf', 19.47, 51.41, 'PartSpin', 1925, 1925, 0.4878048780487805, 1.30859375, 0] +['WH Ponsford', 46.06, 382.04, 'OpenBat', 1924, 1934, 0.5, 1.2, 0] +['AJ Richardson', 25.12, 47.63, 'PartMed', 1924, 1926, 0.5, 0.8, 0] +['VY Richardson', 22.93, 387.72, 'Bat', 1924, 1936, 0.5, 1.2, 5] +['AEV Hartkopf', 19.47, 51.41, 'Spin', 1925, 1925, 0.4878048780487805, 1.2, 0] ['CV Grimmett', 13.5, 23.47, 'Spin', 1925, 1936, 0.5, 0.8615987370026544, 0] -['AF Kippax', 35.05, 145.91, 'Bat', 1925, 1934, 0.5, 0.6308100929614875, 0] -['WM Woodfull', 44.59, 387.72, 'OpenBat', 1926, 1934, 0.5, 1.4, 25] +['AF Kippax', 34.79, 61.9, 'Bat', 1925, 1934, 0.5, 0.8, 0] +['WM Woodfull', 44.59, 387.72, 'OpenBat', 1926, 1934, 0.5, 1.2, 25] ['DG Bradman', 94.35, 51.12, 'Bat', 1928, 1948, 0.5, 1.0424710424710426, 24] -['H Ironmonger', 3.05, 25.51, 'Spin', 1928, 1933, 0.5, 0.6771635502717565, 0] +['H Ironmonger', 3.05, 26.72, 'Spin', 1928, 1933, 0.5, 0.8, 0] ['DD Blackie', 6.91, 38.47, 'Spin', 1928, 1929, 0.22641509433962265, 0.8491107286288009, 0] -['OE Nothling', 18.73, 139.48, 'PartFast', 1928, 1928, 0.43333333333333335, 0.6286013619696176, 0] -["EL a'Beckett", 17.07, 55.02, 'PartFast', 1929, 1932, 0.5, 0.7135300605487654, 0] -['RK Oxenham', 14.87, 30.48, 'Med', 1929, 1931, 0.5, 0.6924576941954713, 0] -['A Jackson', 31.76, 387.72, 'OpenBat', 1929, 1931, 0.5, 1.4, 0] +['OE Nothling', 18.73, 65.84, 'Fast', 1928, 1928, 0.43333333333333335, 0.8, 0] +["EL a'Beckett", 17.07, 55.02, 'Fast', 1929, 1932, 0.5, 0.8, 0] +['RK Oxenham', 14.87, 36.04, 'Med', 1929, 1931, 0.5, 0.8, 0] +['A Jackson', 31.76, 387.72, 'OpenBat', 1929, 1931, 0.5, 1.2, 0] ['AG Fairfax', 23.97, 44.23, 'Fast', 1929, 1931, 0.5, 1.0143635982386245, 0] ['PM Hornibrook', 6.76, 38.28, 'Med', 1929, 1930, 0.19672131147540983, 1.0052254566282055, 0] ['TW Wall', 6.34, 42.42, 'Fast', 1929, 1934, 0.5, 0.9906064877332362, 0] ['SJ McCabe', 46.03, 49.97, 'PartMed', 1930, 1938, 0.5, 0.9654047650827549, 0] -['A Hurwood', 6.08, 45.04, 'Spin', 1930, 1931, 0.5, 0.7860241818027697, 0] -['KE Rigg', 26.68, 381.92, 'Bat', 1931, 1937, 0.5, 1.4, 0] -['HC Nitschke', 23.98, 392.8, 'Bat', 1931, 1931, 0.5, 1.4, 0] +['A Hurwood', 6.08, 45.04, 'Spin', 1930, 1931, 0.5, 0.8, 0] +['KE Rigg', 26.68, 381.92, 'Bat', 1931, 1937, 0.5, 1.2, 0] +['HC Nitschke', 23.98, 392.8, 'Bat', 1931, 1931, 0.5, 1.2, 0] ['PK Lee', 11.44, 51.27, 'Med', 1931, 1933, 0.5, 1.153134858759111, 0] -['WA Hunt', 8.68, 132.66, 'PartSpin', 1932, 1932, 0.0, 0.9634387351778657, 0] -["WJ O'Reilly", 11.58, 21.08, 'Spin', 1932, 1946, 0.5, 0.7520175516983179, 0] -['HM Thurlow', 2.93, 144.2, 'PartFast', 1932, 1932, 0.5, 0.8715921759400022, 0] -['JHW Fingleton', 37.97, 385.6, 'OpenBat', 1932, 1938, 0.5, 1.4, 0] +['WA Hunt', 8.68, 46.49, 'Spin', 1932, 1932, 0.0, 0.9634387351778657, 0] +["WJ O'Reilly", 11.58, 21.08, 'Spin', 1932, 1946, 0.5, 0.8, 0] +['HM Thurlow', 2.93, 73.26, 'Fast', 1932, 1932, 0.5, 0.8715921759400022, 0] +['JHW Fingleton', 37.97, 385.6, 'OpenBat', 1932, 1938, 0.5, 1.2, 0] ['LJ Nash', 15.6, 38.89, 'Fast', 1932, 1937, 0.5, 0.9495578778135048, 0] ['LE Nagel', 15.26, 54.56, 'Fast', 1932, 1932, 0.35, 0.9956853634251577, 0] -["LPJ O'Brien", 21.58, 381.92, 'Bat', 1933, 1936, 0.5, 1.4, 0] -['EH Bromley', 15.06, 138.15, 'PartSpin', 1933, 1934, 0.40425531914893614, 0.7421874999999999, 0] -['LS Darling', 25.77, 142.07, 'Bat', 1933, 1937, 0.5, 0.9331036462819409, 0] -['HSB Love', 18.86, 387.97, 'WK', 1933, 1933, 0.21052631578947367, 1.4, 0] -['HH Alexander', 3.82, 88.37, 'PartFast', 1933, 1933, 0.9444444444444444, 1.3128729752770674, 0] -['WA Brown', 43.39, 373.72, 'OpenBat', 1934, 1948, 0.5, 1.4, 1] +["LPJ O'Brien", 21.58, 381.92, 'Bat', 1933, 1936, 0.5, 1.2, 0] +['EH Bromley', 15.06, 55.4, 'PartSpin', 1933, 1934, 0.40425531914893614, 0.8, 0] +['LS Darling', 25.77, 66.56, 'Bat', 1933, 1937, 0.5, 0.9331036462819409, 0] +['HSB Love', 18.86, 387.97, 'WK', 1933, 1933, 0.21052631578947367, 1.2, 0] +['HH Alexander', 3.82, 88.37, 'Fast', 1933, 1933, 0.9444444444444444, 1.2, 0] +['WA Brown', 43.36, 373.72, 'OpenBat', 1934, 1948, 0.5, 1.2, 1] ['AG Chipperfield', 27.17, 71.09, 'PartSpin', 1934, 1938, 0.5, 1.1041487695184193, 0] ['HI Ebeling', 8.7, 42.66, 'Fast', 1934, 1934, 0.7818181818181819, 1.1214717741935483, 0] -['LO Fleetwood-Smith', 5.16, 34.46, 'Spin', 1935, 1938, 0.5, 1.185053233044115, 0] +['LO Fleetwood-Smith', 5.16, 34.82, 'Spin', 1935, 1938, 0.5, 1.185053233044115, 0] ['EL McCormick', 5.3, 42.37, 'Fast', 1935, 1938, 0.5, 1.195570074921653, 0] -['CL Badcock', 25.06, 387.72, 'Bat', 1936, 1938, 0.37735849056603776, 1.4, 0] -['RH Robinson', 17.14, 393.31, 'Bat', 1936, 1936, 0.5, 1.4, 0] -['MW Sievers', 16.47, 54.76, 'Fast', 1936, 1937, 0.2113564668769716, 0.624377884354357, 0] +['CL Badcock', 24.44, 387.72, 'Bat', 1936, 1938, 0.37735849056603776, 1.2, 0] +['RH Robinson', 17.14, 393.31, 'Bat', 1936, 1936, 0.5, 1.2, 0] +['MW Sievers', 16.47, 54.76, 'Fast', 1936, 1937, 0.2113564668769716, 0.8, 0] ['FA Ward', 7.52, 40.67, 'Spin', 1936, 1938, 0.23841059602649006, 1.0486827521527837, 0] -['RG Gregory', 23.65, 136.3, 'Bat', 1937, 1937, 0.33774834437086093, 1.3513513513513515, 0] -['BA Barnett', 18.58, 377.6, 'WK', 1938, 1938, 0.48872180451127817, 1.4, 0] -['AL Hassett', 43.71, 134.02, 'Bat', 1938, 1953, 0.5, 1.756756756756757, 24] -['MG Waite', 14.8, 57.94, 'PartMed', 1938, 1938, 0.25, 0.7973812321638408, 0] -['SG Barnes', 40.38, 48.35, 'OpenPartSpin', 1938, 1948, 0.5, 0.8772988852670128, 0] +['RG Gregory', 23.65, 52.29, 'Bat', 1937, 1937, 0.33774834437086093, 1.2, 0] +['BA Barnett', 18.58, 377.6, 'WK', 1938, 1938, 0.48872180451127817, 1.2, 0] +['AL Hassett', 43.71, 64.56, 'Bat', 1938, 1953, 0.5, 1.2, 24] +['MG Waite', 14.8, 57.94, 'Med', 1938, 1938, 0.25, 0.8, 0] +['SG Barnes', 39.28, 48.35, 'OpenPartSpin', 1938, 1948, 0.5, 0.8772988852670128, 0] ['IWG Johnson', 18.9, 30.48, 'Spin', 1946, 1956, 0.5, 0.9537225752307879, 17] ['RR Lindwall', 21.98, 23.93, 'Fast', 1946, 1960, 0.5, 1.0258363858363857, 1] ['CL McCool', 26.62, 36.59, 'Spin', 1946, 1950, 0.5, 0.9768200666168173, 0] -['KD Meuleman', 26.56, 375.47, 'OpenBat', 1946, 1946, 0.5, 1.4, 0] +['KD Meuleman', 26.56, 375.47, 'OpenBat', 1946, 1946, 0.5, 1.2, 0] ['KR Miller', 37.73, 23.45, 'Fast', 1946, 1956, 0.5, 0.9825970144748163, 0] -['D Tallon', 17.46, 398.14, 'WK', 1946, 1953, 0.5, 1.4, 0] -['ERH Toshack', 4.82, 29.57, 'Med', 1946, 1948, 0.5, 0.7940373601669967, 0] +['D Tallon', 17.46, 398.14, 'WK', 1946, 1953, 0.5, 1.2, 0] +['ERH Toshack', 4.82, 32.56, 'Med', 1946, 1948, 0.5, 0.8, 0] ['AR Morris', 46.27, 56.84, 'OpenBat', 1946, 1955, 0.5, 1.17000117000117, 2] -['GE Tribe', 18.49, 35.54, 'PartSpin', 1946, 1947, 1.2962962962962963, 1.085526315789474, 0] +['GE Tribe', 18.49, 38.37, 'Spin', 1946, 1947, 1.2962962962962963, 1.085526315789474, 0] ['FAW Freer', 17.35, 45.17, 'Fast', 1946, 1946, 1.3333333333333333, 1.1562500000000002, 0] -['B Dooland', 16.1, 30.05, 'Spin', 1947, 1948, 0.2980392156862745, 1.2156673114119922, 0] -['MR Harvey', 19.89, 389.11, 'OpenBat', 1947, 1947, 0.40186915887850466, 1.4, 0] -['RA Hamence', 22.55, 389.99, 'Bat', 1947, 1948, 0.34913793103448276, 1.4, 0] +['B Dooland', 16.1, 31.26, 'Spin', 1947, 1948, 0.2980392156862745, 1.2, 0] +['MR Harvey', 19.89, 389.11, 'OpenBat', 1947, 1947, 0.40186915887850466, 1.2, 0] +['RA Hamence', 22.55, 389.99, 'Bat', 1947, 1948, 0.34913793103448276, 1.2, 0] ['WA Johnston', 10.5, 24.4, 'Fast', 1947, 1955, 0.5, 0.9113342734098099, 0] -['RN Harvey', 51.65, 58.5, 'Bat', 1948, 1963, 0.5, 0.7798791187365959, 1] -['LJ Johnson', 9.52, 37.46, 'Fast', 1948, 1948, 0.49019607843137253, 0.6699864191942055, 0] +['RN Harvey', 51.65, 58.5, 'Bat', 1948, 1963, 0.5, 0.8, 1] +['LJ Johnson', 9.52, 37.46, 'Fast', 1948, 1948, 0.49019607843137253, 0.8, 0] ['SJE Loxton', 28.87, 43.15, 'PartFast', 1948, 1951, 0.5, 1.0005447091539807, 0] ['DT Ring', 18.65, 42.36, 'Spin', 1948, 1953, 0.5, 1.1209029066171923, 0] -['RA Saggers', 13.62, 394.87, 'WK', 1948, 1950, 0.5, 1.4, 0] -['J Moroney', 31.69, 398.14, 'OpenBat', 1949, 1952, 0.5, 1.4, 0] -['G Noblet', 8.34, 32.3, 'Fast', 1950, 1953, 0.5, 0.6277011730808809, 0] -['JB Iverson', 7.45, 30.97, 'Spin', 1950, 1951, 0.5, 0.7501523747011112, 0] -['KA Archer', 19.83, 398.14, 'OpenBat', 1950, 1951, 0.5, 1.4, 0] -['JW Burke', 37.55, 53.32, 'OpenPartSpin', 1951, 1959, 0.5, 0.7671184141772377, 0] +['RA Saggers', 13.62, 394.87, 'WK', 1948, 1950, 0.5, 1.2, 0] +['J Moroney', 30.8, 398.14, 'OpenBat', 1949, 1952, 0.5, 1.2, 0] +['G Noblet', 8.34, 38.17, 'Fast', 1950, 1953, 0.5, 0.8, 0] +['JB Iverson', 7.45, 36.72, 'Spin', 1950, 1951, 0.5, 0.8, 0] +['KA Archer', 19.83, 398.14, 'OpenBat', 1950, 1951, 0.5, 1.2, 0] +['JW Burke', 37.55, 53.32, 'OpenPartSpin', 1951, 1959, 0.5, 0.8, 0] ['GB Hole', 26.05, 62.02, 'Bat', 1951, 1955, 0.5, 0.8442211055276382, 0] -['GRA Langley', 16.35, 430.42, 'WK', 1951, 1956, 0.5, 1.4, 0] +['GRA Langley', 16.35, 430.42, 'WK', 1951, 1956, 0.5, 1.2, 0] ['R Benaud', 25.63, 28.33, 'Spin', 1952, 1964, 0.5, 0.9314543692953514, 28] ['CC McDonald', 41.96, 213.37, 'OpenBat', 1952, 1961, 0.5, 1.0089686098654709, 0] -['GR Thoms', 20.61, 410.12, 'OpenBat', 1952, 1952, 0.5, 1.4, 0] +['GR Thoms', 20.61, 410.12, 'OpenBat', 1952, 1952, 0.5, 1.2, 0] ['RG Archer', 25.47, 37.57, 'Fast', 1953, 1956, 0.5, 0.9916634062659886, 0] -['ID Craig', 23.22, 426.74, 'Bat', 1953, 1958, 0.5, 1.4, 5] +['ID Craig', 23.22, 426.74, 'Bat', 1953, 1958, 0.5, 1.2, 5] ['AK Davidson', 25.77, 21.51, 'Fast', 1953, 1963, 0.5, 0.875027017614339, 0] -['JC Hill', 9.94, 41.73, 'Spin', 1953, 1955, 0.5, 1.2120943036007639, 0] -['JH de Courcy', 21.98, 415.66, 'Bat', 1953, 1953, 0.5, 1.4, 0] -['LE Favell', 27.71, 419.14, 'OpenBat', 1954, 1961, 0.5, 1.4, 0] -['LV Maddocks', 20.65, 426.74, 'WK', 1955, 1956, 0.5, 1.4, 0] -['PJP Burge', 38.68, 405.41, 'Bat', 1955, 1966, 0.5, 1.4, 0] -['WJ Watson', 19.92, 217.08, 'Bat', 1955, 1955, 0.5, 2.262443438914027, 0] -['WPA Crawford', 12.41, 38.13, 'Fast', 1956, 1956, 0.5, 0.6587926239853875, 0] -['KD Mackay', 33.94, 43.99, 'PartMed', 1956, 1963, 0.5, 0.7785169726652029, 0] +['JC Hill', 9.94, 41.73, 'Spin', 1953, 1955, 0.5, 1.2, 0] +['JH de Courcy', 21.98, 415.66, 'Bat', 1953, 1953, 0.5, 1.2, 0] +['LE Favell', 27.71, 419.14, 'OpenBat', 1954, 1961, 0.5, 1.2, 0] +['LV Maddocks', 20.65, 426.74, 'WK', 1955, 1956, 0.5, 1.2, 0] +['PJP Burge', 38.68, 405.41, 'Bat', 1955, 1966, 0.5, 1.2, 0] +['WJ Watson', 19.92, 217.08, 'Bat', 1955, 1955, 0.5, 1.2, 0] +['WPA Crawford', 12.41, 41.66, 'Fast', 1956, 1956, 0.5, 0.8, 0] +['KD Mackay', 33.94, 43.99, 'PartMed', 1956, 1963, 0.5, 0.8, 0] ['JW Rutherford', 20.27, 54.84, 'OpenPartSpin', 1956, 1956, 0.5, 1.1210762331838566, 0] -['JW Wilson', 3.63, 55.14, 'PartSpin', 1956, 1956, 0.5, 0.7972097658196313, 0] -['ATW Grout', 14.89, 394.74, 'WK', 1957, 1966, 0.5, 1.4, 0] +['JW Wilson', 3.63, 55.14, 'Spin', 1956, 1956, 0.5, 0.8, 0] +['ATW Grout', 14.89, 394.74, 'WK', 1957, 1966, 0.5, 1.2, 0] ['LF Kline', 5.95, 41.38, 'Spin', 1957, 1961, 0.5, 0.8643494823370852, 0] ['I Meckiff', 8.7, 36.66, 'Fast', 1957, 1963, 0.5, 0.9984960577064764, 0] ['RB Simpson', 45.02, 46.52, 'OpenPartSpin', 1957, 1978, 0.5, 1.094883187529301, 39] ['RA Gaunt', 6.07, 44.9, 'Fast', 1958, 1964, 0.5, 1.11972644962435, 0] -["NCL O'Neill", 44.96, 56.25, 'PartMed', 1958, 1965, 0.5, 1.223404255319149, 0] +["NCL O'Neill", 44.96, 56.25, 'PartMed', 1958, 1965, 0.5, 1.2, 0] ['KN Slater', 12.88, 74.84, 'Med', 1959, 1959, 0.25, 1.0428138766519823, 0] -['GF Rorke', 6.28, 42.39, 'Fast', 1959, 1959, 0.5, 0.7632487576841853, 0] -['GB Stevens', 21.2, 405.41, 'OpenBat', 1959, 1960, 0.5, 1.4, 0] -['BN Jarman', 14.65, 395.65, 'WK', 1959, 1969, 0.5, 1.4, 1] +['GF Rorke', 6.28, 42.39, 'Fast', 1959, 1959, 0.5, 0.8, 0] +['GB Stevens', 21.2, 405.41, 'OpenBat', 1959, 1960, 0.5, 1.2, 0] +['BN Jarman', 14.65, 395.65, 'WK', 1959, 1969, 0.5, 1.2, 1] ['JW Martin', 15.64, 48.59, 'Spin', 1961, 1967, 0.5, 1.1410233553218043, 0] -['FM Misson', 10.88, 51.72, 'Fast', 1961, 1961, 0.5, 1.3309134906231095, 0] -['DE Hoare', 11.26, 46.35, 'Fast', 1961, 1961, 0.5, 1.739001189060642, 0] +['FM Misson', 10.88, 51.72, 'Fast', 1961, 1961, 0.5, 1.2, 0] +['DE Hoare', 11.26, 46.35, 'Fast', 1961, 1961, 0.5, 1.2, 0] ['WM Lawry', 45.54, 193.17, 'OpenBat', 1961, 1971, 0.5, 1.0804321728691475, 25] ['GD McKenzie', 11.85, 28.77, 'Fast', 1961, 1971, 0.5, 1.0448475527307242, 0] ['BC Booth', 41.75, 70.3, 'Bat', 1961, 1966, 0.5, 0.8477528742306352, 2] -['CEJ Guest', 10.81, 49.93, 'PartFast', 1963, 1963, 0.21153846153846154, 1.0372714486638537, 0] +['CEJ Guest', 10.81, 46.53, 'Fast', 1963, 1963, 0.21153846153846154, 1.0372714486638537, 0] ['BK Shepherd', 30.47, 197.82, 'Bat', 1963, 1965, 0.5, 0.8763388510223953, 0] ['NJN Hawke', 15.46, 31.93, 'Fast', 1963, 1968, 0.5, 0.9676999563806021, 0] ['AN Connolly', 8.8, 30.36, 'Fast', 1963, 1971, 0.5, 0.9612594078306687, 0] ['TR Veivers', 28.21, 54.28, 'Spin', 1963, 1967, 0.5, 0.8271024945411236, 0] -['IR Redpath', 41.94, 135.97, 'OpenBat', 1964, 1976, 0.5, 1.5753073770491803, 0] +['IR Redpath', 41.94, 52.66, 'OpenBat', 1964, 1976, 0.5, 1.2, 0] ['GE Corling', 5.73, 52.29, 'Fast', 1964, 1964, 0.08196721311475409, 0.9763982481624273, 0] ['RM Cowper', 45.24, 45.19, 'PartSpin', 1964, 1968, 0.5, 0.9555502733539338, 0] -['RHD Sellers', 10.14, 66.85, 'PartSpin', 1964, 1964, 0.5, 1.4345991561181433, 0] +['RHD Sellers', 10.14, 66.08, 'PartSpin', 1964, 1964, 0.5, 1.2, 0] ['IM Chappell', 41.67, 63.6, 'PartSpin', 1964, 1980, 0.5, 1.1037536851198737, 30] -['DJ Sincock', 11.2, 60.87, 'Spin', 1964, 1966, 0.5, 1.4276428803565626, 0] -['LC Mayne', 7.64, 47.34, 'Fast', 1965, 1970, 0.5, 1.2602470324995232, 0] +['DJ Sincock', 11.2, 60.87, 'Spin', 1964, 1966, 0.5, 1.2, 0] +['LC Mayne', 7.64, 47.34, 'Fast', 1965, 1970, 0.5, 1.2, 0] ['PI Philpott', 15.89, 46.4, 'Spin', 1965, 1966, 0.5, 1.114504157100506, 0] -['G Thomas', 25.09, 386.35, 'Bat', 1965, 1966, 0.5, 1.4, 0] +['G Thomas', 25.09, 386.35, 'Bat', 1965, 1966, 0.5, 1.2, 0] ['PJ Allan', 6.02, 43.05, 'Fast', 1965, 1965, 0.5, 1.089810924369748, 0] ['KD Walters', 47.66, 49.75, 'PartMed', 1965, 1981, 0.5, 1.0463067208380243, 0] ['KR Stackpole', 36.11, 65.18, 'OpenPartSpin', 1966, 1974, 0.5, 1.060523657835444, 0] -['DA Renneberg', 4.0, 45.06, 'Fast', 1966, 1968, 0.5, 1.3094098715831763, 0] -['HB Taber', 13.67, 384.62, 'WK', 1966, 1970, 0.5, 1.4, 0] -['GD Watson', 16.89, 41.64, 'PartMed', 1967, 1972, 0.5, 1.131503920171062, 0] +['DA Renneberg', 4.0, 45.06, 'Fast', 1966, 1968, 0.5, 1.2, 0] +['HB Taber', 13.67, 384.62, 'WK', 1966, 1970, 0.5, 1.2, 0] +['GD Watson', 16.89, 41.64, 'Med', 1967, 1972, 0.5, 1.131503920171062, 0] ['JW Gleeson', 10.03, 35.3, 'Spin', 1967, 1972, 0.5, 0.9347982608920978, 0] -['AP Sheahan', 32.73, 385.98, 'Bat', 1967, 1974, 0.5, 1.4, 0] -['EW Freeman', 14.78, 41.9, 'Fast', 1968, 1970, 0.5, 1.2918002748511224, 0] -['LR Joslin', 15.84, 384.62, 'Bat', 1968, 1968, 0.32142857142857145, 1.4, 0] -['RJ Inverarity', 21.37, 48.97, 'PartSpin', 1968, 1972, 0.5, 0.6147540983606558, 0] +['AP Sheahan', 32.73, 385.98, 'Bat', 1967, 1974, 0.5, 1.2, 0] +['EW Freeman', 14.78, 41.9, 'Fast', 1968, 1970, 0.5, 1.2, 0] +['LR Joslin', 15.84, 384.62, 'Bat', 1968, 1968, 0.32142857142857145, 1.2, 0] +['RJ Inverarity', 21.37, 48.97, 'PartSpin', 1968, 1972, 0.5, 0.8, 0] ['AA Mallett', 11.49, 29.51, 'Spin', 1968, 1980, 0.5, 0.9465465465465465, 0] ['TJ Jenner', 15.88, 46.97, 'Spin', 1970, 1975, 0.5, 0.9594998815036861, 0] -['RW Marsh', 26.51, 199.93, 'WK', 1970, 1984, 0.5, 1.744186046511628, 0] +['RW Marsh', 26.51, 199.93, 'WK', 1970, 1984, 0.5, 1.2, 0] ['AL Thomson', 5.0, 45.34, 'Fast', 1970, 1971, 0.4888888888888889, 1.058720685524342, 0] ['GS Chappell', 53.85, 44.82, 'PartMed', 1970, 1984, 0.5, 0.8351487158442511, 48] -['JRF Duncan', 4.75, 53.67, 'PartFast', 1971, 1971, 0.375, 0.6506651243493349, 0] +['JRF Duncan', 4.75, 50.85, 'Fast', 1971, 1971, 0.375, 0.8, 0] ["KJ O'Keeffe", 22.89, 40.3, 'Spin', 1971, 1977, 0.5, 0.8995542347696879, 0] ['DK Lillee', 13.64, 23.8, 'Fast', 1971, 1984, 0.5, 1.0532094179136127, 0] -['AR Dell', 3.19, 44.34, 'Fast', 1971, 1974, 0.23076923076923078, 0.6896997650710174, 0] -['KH Eastwood', 22.15, 193.36, 'OpenPartSpin', 1971, 1971, 0.2, 1.2753036437246963, 0] +['AR Dell', 3.19, 44.34, 'Fast', 1971, 1974, 0.23076923076923078, 0.8, 0] +['KH Eastwood', 22.15, 193.36, 'OpenPartSpin', 1971, 1971, 0.2, 1.2, 0] ['DJ Colley', 14.7, 52.13, 'Fast', 1972, 1972, 0.525, 1.031285636372651, 0] -['BC Francis', 18.85, 392.93, 'OpenBat', 1972, 1972, 0.3795620437956204, 1.4, 0] -['R Edwards', 37.17, 197.69, 'Bat', 1972, 1975, 0.5, 4.0, 0] +['BC Francis', 18.85, 392.93, 'OpenBat', 1972, 1972, 0.3795620437956204, 1.2, 0] +['R Edwards', 37.17, 197.69, 'Bat', 1972, 1975, 0.5, 1.2, 0] ['RAL Massie', 6.58, 38.03, 'Fast', 1972, 1973, 0.5, 0.8965130216091508, 0] -['J Benaud', 24.08, 196.46, 'Bat', 1972, 1973, 0.5, 1.2048192771084336, 0] -['JR Thomson', 12.85, 28.09, 'Fast', 1973, 1985, 0.5, 1.2083099624627862, 0] +['J Benaud', 24.08, 196.46, 'Bat', 1972, 1973, 0.5, 1.2, 0] +['JR Thomson', 12.85, 28.09, 'Fast', 1973, 1985, 0.5, 1.2, 0] ['MHN Walker', 17.91, 27.16, 'Fast', 1973, 1977, 0.5, 0.8909139464527513, 0] -['JR Watkins', 20.64, 139.41, 'PartSpin', 1973, 1973, 0.23493975903614459, 1.058467741935484, 0] +['JR Watkins', 20.64, 53.83, 'PartSpin', 1973, 1973, 0.23493975903614459, 1.058467741935484, 0] ['JR Hammond', 9.54, 47.0, 'Fast', 1973, 1973, 0.5, 1.145145646256375, 0] -['IC Davis', 24.92, 400.27, 'OpenBat', 1974, 1977, 0.4376976597090449, 1.4, 0] -['GJ Gilmour', 21.07, 45.9, 'Fast', 1974, 1977, 0.6822033898305084, 1.2530580051779994, 0] +['IC Davis', 24.92, 400.27, 'OpenBat', 1974, 1977, 0.4376976597090449, 1.2, 0] +['GJ Gilmour', 21.07, 45.9, 'Fast', 1974, 1977, 0.6822033898305084, 1.2, 0] ['G Dymock', 9.29, 34.06, 'Fast', 1974, 1980, 0.5, 0.8874536037075094, 0] ['AG Hurst', 5.56, 38.85, 'Fast', 1974, 1979, 0.5204081632653061, 0.9318434192441197, 0] -['AJ Woodcock', 18.49, 395.39, 'OpenBat', 1974, 1974, 0.4090909090909091, 1.4, 0] -['WJ Edwards', 15.44, 395.39, 'OpenBat', 1974, 1974, 0.3105022831050228, 1.4, 0] -['RB McCosker', 39.36, 398.01, 'OpenBat', 1975, 1980, 0.4231672319332116, 1.4, 0] -['A Turner', 26.77, 400.27, 'OpenBat', 1975, 1977, 0.5065963060686016, 1.4, 0] +['AJ Woodcock', 18.49, 395.39, 'OpenBat', 1974, 1974, 0.4090909090909091, 1.2, 0] +['WJ Edwards', 15.44, 395.39, 'OpenBat', 1974, 1974, 0.3105022831050228, 1.2, 0] +['RB McCosker', 39.36, 398.01, 'OpenBat', 1975, 1980, 0.4231672319332116, 1.2, 0] +['A Turner', 26.77, 400.27, 'OpenBat', 1975, 1977, 0.5065963060686016, 1.2, 0] ['GJ Cosier', 27.9, 60.67, 'PartMed', 1975, 1978, 0.5, 0.8995502248875562, 0] -['GN Yallop', 40.97, 94.79, 'Bat', 1976, 1984, 0.5, 1.3576779026217227, 7] +['GN Yallop', 40.97, 94.79, 'Bat', 1976, 1984, 0.5, 1.2, 7] ['DW Hookes', 34.45, 67.67, 'Bat', 1977, 1985, 0.5, 0.9597378277153558, 0] ['LS Pascoe', 6.8, 36.51, 'Fast', 1977, 1982, 0.40304182509505704, 1.1014735841144792, 0] -['RD Robinson', 22.71, 399.87, 'Bat', 1977, 1977, 0.4065040650406504, 1.4, 0] -['CS Serjeant', 22.53, 398.01, 'Bat', 1977, 1978, 0.5, 1.4, 0] +['RD Robinson', 22.71, 399.87, 'Bat', 1977, 1977, 0.4065040650406504, 1.2, 0] +['CS Serjeant', 22.53, 398.01, 'Bat', 1977, 1978, 0.5, 1.2, 0] ['RJ Bright', 14.36, 45.44, 'Spin', 1977, 1986, 0.32014388489208634, 0.8874378691721181, 0] -['KJ Hughes', 37.27, 199.2, 'Bat', 1977, 1984, 0.5, 0.7402511566424322, 28] -['MF Malone', 10.51, 40.38, 'Fast', 1977, 1977, 0.5679012345679012, 0.5235958112335101, 0] +['KJ Hughes', 37.27, 199.2, 'Bat', 1977, 1984, 0.5, 0.8, 28] +['MF Malone', 10.51, 40.38, 'Fast', 1977, 1977, 0.5679012345679012, 0.8, 0] ['WM Clark', 6.55, 43.69, 'Fast', 1977, 1979, 0.5, 1.0372168152114198, 0] -['PA Hibbert', 22.02, 399.87, 'OpenBat', 1977, 1977, 0.16853932584269662, 1.4, 0] -['AL Mann', 16.42, 59.54, 'PartSpin', 1977, 1978, 0.5094339622641509, 1.3109857285097908, 0] -['AD Ogilvie', 19.16, 398.01, 'Bat', 1977, 1978, 0.5, 1.4, 0] -['SJ Rixon', 17.12, 400.94, 'WK', 1977, 1985, 0.5, 1.4, 0] -['PM Toohey', 29.93, 199.0, 'Bat', 1977, 1980, 0.5, 4.580152671755725, 0] -['J Dyson', 26.54, 398.41, 'OpenBat', 1977, 1984, 0.33170612643397607, 1.4, 0] +['PA Hibbert', 22.02, 399.87, 'OpenBat', 1977, 1977, 0.16853932584269662, 1.2, 0] +['AL Mann', 16.42, 59.54, 'Spin', 1977, 1978, 0.5094339622641509, 1.2, 0] +['AD Ogilvie', 19.16, 398.01, 'Bat', 1977, 1978, 0.5, 1.2, 0] +['SJ Rixon', 17.12, 400.94, 'WK', 1977, 1985, 0.5, 1.2, 0] +['PM Toohey', 29.93, 199.0, 'Bat', 1977, 1980, 0.5, 1.2, 0] +['J Dyson', 26.54, 398.41, 'OpenBat', 1977, 1984, 0.33170612643397607, 1.2, 0] ['JB Gannon', 3.65, 51.34, 'Fast', 1977, 1978, 0.17647058823529413, 1.138729417702353, 0] ['IW Callen', 7.11, 45.86, 'Fast', 1978, 1978, 0.5, 0.9941013185287993, 0] -['WM Darling', 25.34, 398.01, 'OpenBat', 1978, 1979, 0.5, 1.4, 0] -['GM Wood', 32.05, 402.82, 'OpenBat', 1978, 1988, 0.5, 1.4, 0] +['WM Darling', 25.34, 398.01, 'OpenBat', 1978, 1979, 0.5, 1.2, 0] +['GM Wood', 32.05, 402.82, 'OpenBat', 1978, 1988, 0.5, 1.2, 0] ['B Yardley', 19.48, 33.06, 'Spin', 1978, 1983, 0.5, 1.005421862250142, 0] ['JD Higgs', 4.58, 39.56, 'Spin', 1978, 1981, 0.5, 0.9727424053266749, 0] ['TJ Laughlin', 18.7, 52.91, 'Med', 1978, 1978, 0.5, 1.1627906976744184, 0] ['RM Hogg', 9.78, 31.1, 'Fast', 1978, 1984, 0.5, 1.03129963479098, 0] -['JA Maclean', 14.07, 398.01, 'WK', 1978, 1979, 0.22128851540616246, 1.4, 0] +['JA Maclean', 14.07, 398.01, 'WK', 1978, 1979, 0.22128851540616246, 1.2, 0] ['AR Border', 49.39, 55.44, 'PartSpin', 1979, 1994, 0.5, 0.8329798100259815, 93] -['PH Carlson', 15.75, 43.74, 'PartMed', 1979, 1979, 0.36507936507936506, 0.6114130434782608, 0] -['KJ Wright', 16.37, 401.2, 'WK', 1979, 1979, 0.5, 1.4, 0] -['AMJ Hilditch', 31.53, 402.41, 'OpenBat', 1979, 1985, 0.5, 1.4, 0] +['PH Carlson', 15.75, 43.74, 'Med', 1979, 1979, 0.36507936507936506, 0.8, 0] +['KJ Wright', 16.37, 401.2, 'WK', 1979, 1979, 0.5, 1.2, 0] +['AMJ Hilditch', 31.53, 402.41, 'OpenBat', 1979, 1985, 0.5, 1.2, 0] ['PR Sleep', 23.11, 57.43, 'Spin', 1979, 1990, 0.36507936507936506, 1.0410611819062523, 0] ['DF Whatmore', 21.41, 200.6, 'Bat', 1979, 1979, 0.5, 0.8333333333333333, 0] -['JK Moss', 26.5, 401.2, 'Bat', 1979, 1979, 0.4411764705882353, 1.4, 0] -['BM Laird', 35.15, 199.2, 'OpenBat', 1979, 1982, 0.36116347966603823, 1.49812734082397, 0] -['JM Wiener', 20.16, 159.3, 'OpenBat', 1979, 1980, 0.4270516717325228, 1.181215787957361, 0] +['JK Moss', 26.5, 401.2, 'Bat', 1979, 1979, 0.4411764705882353, 1.2, 0] +['BM Laird', 35.15, 199.2, 'OpenBat', 1979, 1982, 0.36116347966603823, 1.2, 0] +['JM Wiener', 20.16, 73.31, 'OpenBat', 1979, 1980, 0.4270516717325228, 1.181215787957361, 0] ['GR Beard', 14.98, 50.33, 'PartMed', 1980, 1980, 0.397212543554007, 0.945729035616676, 0] ['GF Lawson', 15.76, 30.17, 'Fast', 1980, 1989, 0.5, 1.099518298654834, 0] ['TM Alderman', 6.3, 26.53, 'Fast', 1981, 1991, 0.5, 0.9928326487653758, 0] -['TM Chappell', 17.44, 400.94, 'Bat', 1981, 1981, 0.18899521531100477, 1.4, 0] -['MF Kent', 22.45, 400.94, 'Bat', 1981, 1981, 0.5119760479041916, 1.4, 0] +['TM Chappell', 17.44, 400.94, 'Bat', 1981, 1981, 0.18899521531100477, 1.2, 0] +['MF Kent', 22.45, 400.94, 'Bat', 1981, 1981, 0.5119760479041916, 1.2, 0] ['MR Whitney', 4.2, 39.39, 'Fast', 1981, 1992, 0.21316614420062696, 1.0858756938677387, 0] -['DM Wellham', 25.21, 394.87, 'Bat', 1981, 1987, 0.3346354166666667, 1.4, 0] -['GM Ritchie', 34.76, 197.43, 'Bat', 1982, 1987, 0.5, 3.7037037037037037, 0] +['DM Wellham', 25.21, 394.87, 'Bat', 1981, 1987, 0.3346354166666667, 1.2, 0] +['GM Ritchie', 34.76, 197.43, 'Bat', 1982, 1987, 0.5, 1.2, 0] ['CG Rackemann', 4.9, 36.39, 'Fast', 1982, 1991, 0.18928571428571428, 0.9156973232430342, 0] -['KC Wessels', 39.94, 141.97, 'OpenBat', 1982, 1994, 0.4648216072024008, 1.0256410256410255, 16] +['KC Wessels', 39.94, 58.2, 'OpenBat', 1982, 1994, 0.4648216072024008, 1.0256410256410255, 16] ['TG Hogan', 13.9, 58.09, 'Spin', 1983, 1984, 0.5, 1.0925410089755494, 0] -['RD Woolley', 22.89, 394.87, 'WK', 1983, 1984, 0.40384615384615385, 1.4, 0] -['WB Phillips', 31.87, 394.87, 'WK', 1983, 1986, 0.5, 1.4, 0] +['RD Woolley', 22.89, 394.87, 'WK', 1983, 1984, 0.40384615384615385, 1.2, 0] +['WB Phillips', 31.87, 394.87, 'WK', 1983, 1986, 0.5, 1.2, 0] ['JN Maguire', 6.74, 42.28, 'Fast', 1983, 1984, 0.35443037974683544, 1.1652236652236652, 0] ['GRJ Matthews', 40.02, 47.27, 'Spin', 1983, 1993, 0.44255624700813784, 1.031085004932876, 0] -['SB Smith', 19.37, 394.87, 'OpenBat', 1984, 1984, 0.5, 1.4, 0] -['DM Jones', 45.34, 72.77, 'Bat', 1984, 1992, 0.4888918809748216, 0.7104007104007104, 0] -['DC Boon', 43.23, 147.52, 'OpenBat', 1984, 1996, 0.40969308898211526, 0.8547008547008547, 0] +['SB Smith', 19.37, 394.87, 'OpenBat', 1984, 1984, 0.5, 1.2, 0] +['DM Jones', 45.34, 72.77, 'Bat', 1984, 1992, 0.4888918809748216, 0.8, 0] +['DC Boon', 43.23, 61.71, 'OpenBat', 1984, 1996, 0.40969308898211526, 0.8547008547008547, 0] ['RG Holland', 4.93, 47.34, 'Spin', 1984, 1986, 0.21212121212121213, 1.028531869653365, 0] ['MJ Bennett', 14.71, 52.61, 'Spin', 1984, 1985, 0.2897959183673469, 1.086048454469507, 0] ['CJ McDermott', 12.09, 28.35, 'Fast', 1984, 1996, 0.5477855477855478, 1.1040689685329743, 0] ["SP O'Donnell", 24.33, 65.48, 'PartFast', 1985, 1985, 0.43736730360934184, 1.1783960720130933, 0] ['DR Gilbert', 8.24, 51.37, 'Fast', 1985, 1986, 0.1912751677852349, 1.1208168800606277, 0] -['RB Kerr', 20.48, 395.26, 'OpenBat', 1985, 1985, 0.30097087378640774, 1.4, 0] +['RB Kerr', 20.48, 395.26, 'OpenBat', 1985, 1985, 0.30097087378640774, 1.2, 0] ['MG Hughes', 16.48, 28.1, 'Fast', 1985, 1994, 0.46215853112404837, 1.0764489885369006, 0] -['GR Marsh', 32.32, 389.61, 'OpenBat', 1985, 1992, 0.3513047759724274, 1.4, 0] +['GR Marsh', 32.32, 389.61, 'OpenBat', 1985, 1992, 0.3513047759724274, 1.2, 0] ['BA Reid', 4.56, 30.82, 'Fast', 1985, 1992, 0.23604060913705585, 0.979929743542812, 0] ['SR Waugh', 51.37, 41.52, 'PartMed', 1985, 2004, 0.48648768977338497, 0.9630190437365326, 57] -['SP Davis', 2.83, 63.0, 'PartFast', 1986, 1986, 0.0, 1.021897810218978, 0] -['TJ Zoehrer', 18.76, 390.75, 'WK', 1986, 1987, 0.423407917383821, 1.4, 0] +['SP Davis', 2.83, 59.62, 'Fast', 1986, 1986, 0.0, 1.021897810218978, 0] +['TJ Zoehrer', 18.76, 390.75, 'WK', 1986, 1987, 0.423407917383821, 1.2, 0] ['CD Matthews', 11.66, 44.29, 'Fast', 1986, 1988, 0.4426229508196721, 1.198086124401914, 0] -['GC Dyer', 17.09, 388.22, 'WK', 1986, 1988, 0.42671009771986973, 1.4, 0] +['GC Dyer', 17.09, 388.22, 'WK', 1986, 1988, 0.42671009771986973, 1.2, 0] ['PL Taylor', 21.71, 58.01, 'Spin', 1987, 1991, 0.32951070336391436, 1.0539976413348664, 0] -['MRJ Veletta', 22.21, 389.61, 'Bat', 1987, 1990, 0.3264984227129338, 1.4, 0] +['MRJ Veletta', 22.21, 389.61, 'Bat', 1987, 1990, 0.3264984227129338, 1.2, 0] ['TBA May', 11.53, 42.31, 'Spin', 1987, 1995, 0.25773195876288657, 0.870833590918736, 0] ['AIC Dodemaide', 19.37, 44.04, 'Fast', 1987, 1992, 0.23736780258519388, 0.9590226623193656, 0] -['IA Healy', 27.56, 402.41, 'WK', 1988, 1999, 0.49726027397260275, 1.4, 0] +['IA Healy', 27.56, 402.41, 'WK', 1988, 1999, 0.49726027397260275, 1.2, 0] ['TV Hohns', 17.68, 56.17, 'Spin', 1989, 1989, 0.41975308641975306, 0.8342442897416719, 0] -['MA Taylor', 43.76, 201.21, 'OpenBat', 1989, 1999, 0.41482910694597575, 1.3506493506493507, 50] +['MA Taylor', 43.76, 201.21, 'OpenBat', 1989, 1999, 0.41482910694597575, 1.2, 50] ['GD Campbell', 4.57, 55.81, 'Fast', 1989, 1990, 0.15625, 1.1624547902150426, 0] -['TM Moody', 32.67, 50.24, 'PartMed', 1989, 1992, 0.46435845213849286, 0.7478632478632479, 0] +['TM Moody', 32.67, 50.24, 'PartMed', 1989, 1992, 0.46435845213849286, 0.8, 0] ['ME Waugh', 42.5, 56.66, 'PartSpin', 1991, 2002, 0.5227213541666667, 1.0880764027629706, 0] ['SK Warne', 17.12, 25.11, 'Spin', 1992, 2007, 0.5765996343692871, 0.9083903057919243, 0] -['WN Phillips', 21.9, 399.87, 'OpenBat', 1992, 1992, 0.2716049382716049, 1.4, 0] +['WN Phillips', 21.9, 399.87, 'OpenBat', 1992, 1992, 0.2716049382716049, 1.2, 0] ['PR Reiffel', 27.24, 32.62, 'Fast', 1992, 1998, 0.46767874632713025, 0.9589483032018521, 0] ['DR Martyn', 45.95, 71.97, 'Bat', 1992, 2006, 0.51417901738826, 1.0057471264367817, 0] ['JL Langer', 44.72, 197.56, 'OpenBat', 1993, 2007, 0.5422773393461104, 1.0273972602739727, 0] -['J Angel', 7.28, 39.87, 'Fast', 1993, 1995, 0.28688524590163933, 1.3505104521147304, 0] +['J Angel', 7.28, 39.87, 'Fast', 1993, 1995, 0.28688524590163933, 1.2, 0] ['BP Julian', 15.98, 47.72, 'Fast', 1993, 1995, 0.47761194029850745, 1.1902632886239444, 0] ['MJ Slater', 43.46, 202.91, 'OpenBat', 1993, 2001, 0.5329587639209391, 0.8602150537634409, 0] ['GD McGrath', 7.28, 21.38, 'Fast', 1993, 2007, 0.4082802547770701, 0.8561175474356285, 0] -['ML Hayden', 49.11, 138.46, 'OpenBat', 1994, 2009, 0.6010871837758729, 1.4864362690449646, 0] -['MG Bevan', 31.83, 72.36, 'Spin', 1994, 1998, 0.39807302231237324, 1.1893080697005585, 0] +['ML Hayden', 49.11, 54.56, 'OpenBat', 1994, 2009, 0.6010871837758729, 1.2, 0] +['MG Bevan', 30.67, 72.36, 'Spin', 1994, 1998, 0.39807302231237324, 1.1893080697005585, 0] ['DW Fleming', 13.59, 37.43, 'Fast', 1994, 2001, 0.5231560891938251, 0.9971698928632862, 0] -['PA Emery', 16.13, 402.41, 'WK', 1994, 1994, 0.3076923076923077, 1.4, 0] +['PA Emery', 16.13, 402.41, 'WK', 1994, 1994, 0.3076923076923077, 1.2, 0] ['GS Blewett', 34.03, 71.94, 'PartMed', 1995, 2000, 0.4126778783958603, 1.0630235144738525, 0] ['PE McIntyre', 5.15, 65.01, 'Spin', 1995, 1996, 0.23655913978494625, 1.0731275583582256, 0] -['SG Law', 38.9, 153.77, 'Bat', 1995, 1995, 0.4576271186440678, 1.0948905109489049, 0] +['SG Law', 38.5, 64.79, 'Bat', 1995, 1995, 0.4576271186440678, 1.0948905109489049, 0] ['RT Ponting', 48.95, 68.23, 'Bat', 1995, 2012, 0.587217979106312, 0.9219360657380499, 77] -['GB Hogg', 21.5, 64.92, 'Spin', 1996, 2008, 0.4946808510638298, 1.2285044636978906, 0] -['MTG Elliott', 33.08, 151.96, 'OpenBat', 1996, 2004, 0.4444444444444444, 0.684931506849315, 0] +['GB Hogg', 21.5, 64.92, 'Spin', 1996, 2008, 0.4946808510638298, 1.2, 0] +['MTG Elliott', 33.08, 66.35, 'OpenBat', 1996, 2004, 0.4444444444444444, 0.8, 0] ['MS Kasprowicz', 10.34, 32.81, 'Fast', 1996, 2006, 0.4606625258799172, 1.0549625255507609, 0] ['JN Gillespie', 18.29, 25.51, 'Fast', 1996, 2006, 0.31968503937007875, 0.9640981433871697, 0] ['AJ Bichel', 16.81, 34.83, 'Fast', 1997, 2003, 0.6431159420289855, 1.1514731056112248, 0] -['S Young', 23.4, 61.61, 'PartFast', 1997, 1997, 0.14814814814814814, 0.582437275985663, 0] -['SH Cook', 5.05, 45.39, 'Fast', 1997, 1997, 0.16666666666666666, 1.3632872503840245, 0] +['S Young', 23.4, 60.34, 'PartFast', 1997, 1997, 0.14814814814814814, 0.8, 0] +['SH Cook', 5.05, 45.39, 'Fast', 1997, 1997, 0.16666666666666666, 1.2, 0] ['SCG MacGill', 9.34, 27.97, 'Spin', 1998, 2008, 0.4881118881118881, 1.0710937437635577, 0] -['GR Robertson', 14.91, 69.72, 'Spin', 1998, 1998, 0.3373493975903614, 1.2158939771931343, 0] -['P Wilson', 5.46, 54.84, 'PartFast', 1998, 1998, 0.0, 1.4723203769140163, 0] -['AC Dale', 8.21, 34.68, 'Fast', 1998, 1999, 0.3157894736842105, 1.139271353722432, 0] +['GR Robertson', 14.91, 69.72, 'Spin', 1998, 1998, 0.3373493975903614, 1.2, 0] +['P Wilson', 5.46, 53.04, 'PartFast', 1998, 1998, 0.0, 1.2, 0] +['AC Dale', 8.21, 38.32, 'Fast', 1998, 1999, 0.3157894736842105, 1.139271353722432, 0] ['DS Lehmann', 43.87, 55.98, 'PartSpin', 1998, 2004, 0.6180818150567206, 0.8574282701592763, 0] ['CR Miller', 8.05, 39.08, 'Fast', 1998, 2001, 0.564935064935065, 0.9066008578804794, 0] -['MJ Nicholson', 14.2, 47.48, 'Fast', 1998, 1998, 0.2978723404255319, 1.6254416961130742, 0] -['AC Gilchrist', 44.94, 377.6, 'WK', 1999, 2008, 0.8195997645673926, 1.4, 6] -['SA Muller', 5.66, 40.58, 'Fast', 1999, 1999, 0.3333333333333333, 1.5445402298850577, 0] +['MJ Nicholson', 14.2, 47.48, 'Fast', 1998, 1998, 0.2978723404255319, 1.2, 0] +['AC Gilchrist', 44.94, 377.6, 'WK', 1999, 2008, 0.8195997645673926, 1.2, 6] +['SA Muller', 5.66, 40.58, 'Fast', 1999, 1999, 0.3333333333333333, 1.2, 0] ['B Lee', 19.02, 29.09, 'Fast', 1999, 2008, 0.5297553851770719, 1.1332244469985684, 0] ['SM Katich', 41.53, 53.85, 'OpenBat', 2001, 2010, 0.4936932688907226, 1.1678304101812742, 0] -['ML Love', 33.93, 387.22, 'Bat', 2002, 2003, 0.4894957983193277, 1.4, 0] +['ML Love', 33.93, 387.22, 'Bat', 2002, 2003, 0.4894957983193277, 1.2, 0] ['BA Williams', 7.67, 51.14, 'Fast', 2003, 2004, 0.5609756097560976, 0.9343643560710669, 0] ['NW Bracken', 10.42, 41.42, 'Fast', 2003, 2005, 0.625, 0.8920685391273627, 0] ['A Symonds', 37.45, 51.28, 'PartSpin', 2004, 2008, 0.6480496453900709, 0.8176226890296207, 0] ['MJ Clarke', 45.32, 54.37, 'Bat', 2004, 2015, 0.5592003105590062, 0.9232448730278376, 47] ['NM Hauritz', 17.1, 52.66, 'Spin', 2004, 2010, 0.49882903981264637, 0.999546485260771, 0] ['SR Watson', 32.48, 38.2, 'OpenPartFast', 2005, 2015, 0.5259374118973781, 0.8728303060319507, 1] -['SW Tait', 6.6, 45.3, 'Fast', 2005, 2008, 0.43478260869565216, 1.3938890427397768, 0] +['SW Tait', 6.6, 45.3, 'Fast', 2005, 2008, 0.43478260869565216, 1.2, 0] ['MEK Hussey', 47.27, 53.38, 'Bat', 2005, 2013, 0.5013669990350595, 0.9881167656936192, 0] -['BJ Hodge', 35.66, 133.1, 'Bat', 2005, 2008, 0.5212435233160622, 1.2738853503184713, 0] -['PA Jaques', 37.13, 368.89, 'OpenBat', 2005, 2008, 0.5423932651834035, 1.4, 0] +['BJ Hodge', 35.66, 53.17, 'Bat', 2005, 2008, 0.5212435233160622, 1.2, 0] +['PA Jaques', 37.13, 368.89, 'OpenBat', 2005, 2008, 0.5423932651834035, 1.2, 0] ['SR Clark', 10.1, 30.94, 'Fast', 2006, 2009, 0.7005649717514124, 0.830233375899913, 0] -['DJ Cullen', 8.4, 70.67, 'PartSpin', 2006, 2006, 0.5, 1.2283894449499546, 0] +['DJ Cullen', 8.4, 70.67, 'PartSpin', 2006, 2006, 0.5, 1.2, 0] ['MG Johnson', 20.44, 26.15, 'Fast', 2007, 2015, 0.5839932126696833, 1.0583862318128925, 0] -['CJL Rogers', 39.67, 370.14, 'OpenBat', 2008, 2015, 0.5060271220492215, 1.4, 0] -['BJ Haddin', 30.53, 370.14, 'WK', 2008, 2015, 0.5845713262931806, 1.4, 0] -['B Casson', 11.87, 68.13, 'Spin', 2008, 2008, 0.22727272727272727, 1.2797619047619047, 0] +['CJL Rogers', 39.67, 370.14, 'OpenBat', 2008, 2015, 0.5060271220492215, 1.2, 0] +['BJ Haddin', 30.53, 370.14, 'WK', 2008, 2015, 0.5845713262931806, 1.2, 0] +['B Casson', 11.87, 68.13, 'Spin', 2008, 2008, 0.22727272727272727, 1.2, 0] ['CL White', 24.29, 64.54, 'PartSpin', 2008, 2008, 0.44242424242424244, 1.1674347158218126, 0] ['PM Siddle', 13.66, 27.69, 'Fast', 2008, 2016, 0.47181535730137597, 0.9323057068902126, 0] -['JJ Krejza', 14.17, 76.4, 'Spin', 2008, 2008, 0.4863013698630137, 1.440748573992181, 0] +['JJ Krejza', 14.17, 76.4, 'Spin', 2008, 2008, 0.4863013698630137, 1.2, 0] ['DE Bollinger', 5.43, 37.12, 'Fast', 2009, 2010, 0.33962264150943394, 1.0248894184385198, 0] -['AB McDonald', 21.5, 43.75, 'Fast', 2009, 2009, 0.4930875576036866, 0.7781697447603236, 0] +['AB McDonald', 21.5, 43.75, 'Fast', 2009, 2009, 0.4930875576036866, 0.8, 0] ['BW Hilfenhaus', 11.22, 33.05, 'Fast', 2009, 2012, 0.5419847328244275, 0.8815774676046833, 0] -['PJ Hughes', 30.06, 368.21, 'OpenBat', 2009, 2013, 0.5355896720167481, 1.4, 0] +['PJ Hughes', 30.06, 368.21, 'OpenBat', 2009, 2013, 0.5355896720167481, 1.2, 0] ['MJ North', 32.3, 59.16, 'PartSpin', 2009, 2010, 0.48149671052631576, 0.8920126381034794, 0] -['BE McGain', 5.39, 59.3, 'PartSpin', 2009, 2009, 0.125, 2.6195499296765115, 0] -['GA Manou', 14.3, 366.97, 'WK', 2009, 2009, 0.5384615384615384, 1.4, 0] -['CJ McKay', 10.78, 43.04, 'PartFast', 2009, 2009, 0.6666666666666666, 1.1415009041591317, 0] +['BE McGain', 5.39, 57.81, 'Spin', 2009, 2009, 0.125, 1.2, 0] +['GA Manou', 14.3, 366.97, 'WK', 2009, 2009, 0.5384615384615384, 1.2, 0] +['CJ McKay', 10.78, 43.04, 'Fast', 2009, 2009, 0.6666666666666666, 1.1415009041591317, 0] ['RJ Harris', 18.16, 29.75, 'Fast', 2010, 2015, 0.631413612565445, 0.8854569197558831, 0] -['TD Paine', 24.69, 370.71, 'WK', 2010, 2018, 0.47425742574257423, 1.4, 0] -['SPD Smith', 59.09, 59.7, 'Bat', 2010, 2018, 0.557683454562195, 1.3656484243560343, 31] +['TD Paine', 24.69, 370.71, 'WK', 2010, 2018, 0.47425742574257423, 1.2, 0] +['SPD Smith', 59.09, 59.7, 'Bat', 2010, 2018, 0.557683454562195, 1.2, 31] ['PR George', 1.91, 48.31, 'Fast', 2010, 2010, 0.18181818181818182, 0.8702531645569619, 0] ['XJ Doherty', 8.18, 68.25, 'Spin', 2010, 2013, 0.32075471698113206, 1.1406685816577162, 0] ['MA Beer', 5.57, 58.6, 'Spin', 2011, 2012, 0.21428571428571427, 0.8377521885099307, 0] -['UT Khawaja', 42.45, 185.36, 'Bat', 2011, 2018, 0.5199293642785066, 0.31948881789137384, 0] -['TA Copeland', 10.53, 40.22, 'Fast', 2011, 2011, 0.5064935064935064, 0.667254556143445, 0] +['UT Khawaja', 42.45, 185.36, 'Bat', 2011, 2018, 0.5199293642785066, 0.8, 0] +['TA Copeland', 10.53, 40.22, 'Fast', 2011, 2011, 0.5064935064935064, 0.8, 0] ['NM Lyon', 10.76, 29.33, 'Spin', 2011, 2018, 0.4472049689440994, 0.9812934476904555, 0] -['SE Marsh', 37.88, 370.71, 'Bat', 2011, 2018, 0.44967228464419473, 1.4, 0] +['SE Marsh', 37.88, 370.71, 'Bat', 2011, 2018, 0.44967228464419473, 1.2, 0] ['PJ Cummins', 23.03, 31.09, 'Fast', 2011, 2018, 0.45923460898502494, 0.9220053336611576, 0] -['JL Pattinson', 18.36, 27.89, 'Fast', 2011, 2016, 0.3980815347721823, 1.0704190769608517, 0] +['JL Pattinson', 18.36, 28.5, 'Fast', 2011, 2016, 0.3980815347721823, 1.0704190769608517, 0] ['MA Starc', 21.45, 26.99, 'Fast', 2011, 2018, 0.6883519206939281, 1.0850346528387713, 0] -['DA Warner', 45.21, 185.36, 'OpenBat', 2011, 2018, 0.7473249027237354, 1.5077630177680625, 0] -['EJM Cowan', 28.56, 370.14, 'OpenBat', 2011, 2013, 0.4127835051546392, 1.4, 0] -['MS Wade', 25.92, 185.36, 'WK', 2012, 2017, 0.4791779340183883, 0.0, 0] -['RJ Quiney', 18.99, 185.07, 'PartMed', 2012, 2012, 0.4090909090909091, 0.3694267515923567, 0] -['JW Hastings', 12.77, 44.65, 'PartFast', 2012, 2012, 0.5909090909090909, 1.2493875551200393, 0] +['DA Warner', 45.21, 185.36, 'OpenBat', 2011, 2018, 0.7473249027237354, 1.2, 0] +['EJM Cowan', 28.56, 370.14, 'OpenBat', 2011, 2013, 0.4127835051546392, 1.2, 0] +['MS Wade', 25.92, 185.36, 'WK', 2012, 2017, 0.4791779340183883, 1.2, 0] +['RJ Quiney', 18.99, 185.07, 'PartMed', 2012, 2012, 0.4090909090909091, 0.8, 0] +['JW Hastings', 12.77, 44.65, 'Fast', 2012, 2012, 0.5909090909090909, 1.2, 0] ['JM Bird', 3.68, 31.58, 'Fast', 2012, 2017, 0.3049645390070922, 1.0328045964099635, 0] ['MC Henriques', 22.27, 40.0, 'PartFast', 2013, 2016, 0.47398843930635837, 0.9526575660760965, 0] -['GJ Maxwell', 28.12, 50.72, 'PartSpin', 2013, 2017, 0.5947368421052631, 1.4194139194139195, 0] +['GJ Maxwell', 28.12, 50.72, 'PartSpin', 2013, 2017, 0.5947368421052631, 1.2, 0] ['AC Agar', 17.58, 45.94, 'Spin', 2013, 2017, 0.5555555555555556, 0.9021299067065657, 0] ['JP Faulkner', 17.04, 38.78, 'Fast', 2013, 2013, 1.0465116279069768, 1.1316832826513723, 0] -['GJ Bailey', 23.38, 370.71, 'Bat', 2013, 2014, 0.5884244372990354, 1.4, 0] -['AJ Doolan', 19.55, 370.71, 'Bat', 2014, 2014, 0.4197802197802198, 1.4, 0] +['GJ Bailey', 23.38, 370.71, 'Bat', 2013, 2014, 0.5884244372990354, 1.2, 0] +['AJ Doolan', 19.55, 370.71, 'Bat', 2014, 2014, 0.4197802197802198, 1.2, 0] ['MR Marsh', 27.42, 37.92, 'PartMed', 2014, 2018, 0.5378787878787878, 1.129418304791612, 0] ["SNJ O'Keefe", 15.3, 31.8, 'Spin', 2014, 2017, 0.19861431870669746, 0.8939016621300746, 0] ['JR Hazlewood', 9.76, 26.35, 'Fast', 2014, 2018, 0.40773809523809523, 0.9003945351437833, 0] -['JA Burns', 31.12, 375.12, 'OpenBat', 2014, 2016, 0.591864406779661, 1.4, 0] -['AC Voges', 49.37, 45.49, 'Bat', 2015, 2016, 0.5568053993250843, 1.1205432937181663, 0] -['PM Nevill', 21.4, 379.03, 'WK', 2015, 2016, 0.40660295395308427, 1.4, 0] +['JA Burns', 31.12, 375.12, 'OpenBat', 2014, 2016, 0.591864406779661, 1.2, 0] +['AC Voges', 49.37, 43.65, 'Bat', 2015, 2016, 0.5568053993250843, 1.1205432937181663, 0] +['PM Nevill', 21.4, 379.03, 'WK', 2015, 2016, 0.40660295395308427, 1.2, 0] ['JM Holland', 4.69, 41.06, 'Spin', 2016, 2016, 0.05263157894736842, 1.0778914240755308, 0] -['CJ Ferguson', 26.19, 379.03, 'Bat', 2016, 2016, 0.17391304347826086, 1.4, 0] -['JM Mennie', 6.38, 35.36, 'PartFast', 2016, 2016, 0.4166666666666667, 0.9792626728110597, 0] -['PSP Handscomb', 36.36, 379.03, 'Bat', 2016, 2017, 0.5176848874598071, 1.4, 0] -['NJ Maddinson', 21.13, 189.51, 'Bat', 2016, 2016, 0.34615384615384615, 1.4516129032258063, 0] -['MT Renshaw', 30.06, 379.03, 'OpenBat', 2016, 2017, 0.4378074490513001, 1.4, 0] -['HWR Cartwright', 29.46, 62.22, 'PartMed', 2017, 2017, 0.44, 1.1075384065737763, 0] -['CT Bancroft', 26.37, 378.91, 'OpenBat', 2017, 2018, 0.3986636971046771, 1.4, 0] -['CE Finlason', 18.68, 204.27, 'Bat', 1889, 1889, 0.5, 1.5909090909090908, 0] -['P Hutchinson', 12.13, 500, 'Bat', 1889, 1889, 0.5, 1.4, 0] -['GA Kempis', 11.06, 52.5, 'Med', 1889, 1889, 0.5, 1.2337662337662336, 0] -['WH Milton', 19.37, 312.17, 'PartMed', 1889, 1892, 0.5, 1.6421484775915154, 2] -['AE Ochse', 18.16, 500, 'Bat', 1889, 1889, 0.5, 1.4, 0] -['A Rose-Innes', 13.38, 55.74, 'OpenSpin', 1889, 1889, 0.5, 1.8963068181818181, 0] -['FW Smith', 18.36, 500, 'WK', 1889, 1896, 0.5, 1.4, 0] -['RB Stewart', 14.56, 500, 'Bat', 1889, 1889, 0.5, 1.4, 0] -['AB Tancred', 34.69, 500, 'OpenBat', 1889, 1889, 0.5, 1.4, 0] -['CH Vintcent', 15.16, 89.46, 'PartFast', 1889, 1892, 0.5, 1.4136087306819012, 0] -['WH Ashley', 10.8, 50.69, 'Med', 1889, 1889, 0.1111111111111111, 1.4976353126642143, 0] -['WHM Richards', 10.91, 500, 'Bat', 1889, 1889, 0.2222222222222222, 1.4, 0] -['NHCD Theunissen', 16.81, 196.91, 'PartFast', 1889, 1889, 0.4, 1.7386363636363633, 0] -['G Cripps', 23.64, 306.91, 'Bat', 1892, 1892, 0.5, 3.8016528925619837, 0] -['JF du Toit', 10.23, 306.91, 'PartMed', 1892, 1892, 0.5, 1.3709285367039379, 0] -['CG Fichardt', 11.0, 500, 'Bat', 1892, 1896, 0.5, 1.4, 0] -['EA Halliwell', 14.56, 492.21, 'WK', 1892, 1902, 0.5, 1.4, 3] -['F Hearne', 19.86, 62.05, 'OpenBat', 1889, 1896, 0.5, 1.5995734470807785, 0] -['CH Mills', 19.2, 65.84, 'Med', 1892, 1892, 0.5, 1.4698937426210155, 0] -['DC Parkin', 15.18, 62.83, 'Med', 1892, 1892, 0.5, 1.5638906547997458, 0] -['TW Routledge', 16.66, 500, 'OpenBat', 1892, 1896, 0.5, 1.4, 0] -['CS Wimble', 17.1, 500, 'Bat', 1892, 1892, 0.5, 1.4, 0] -['FJ Cook', 12.56, 480.96, 'Bat', 1896, 1896, 0.5, 1.4, 0] -['RA Gleeson', 13.02, 480.96, 'Bat', 1896, 1896, 0.5, 1.4, 0] -['CFW Hime', 11.64, 52.19, 'PartMed', 1896, 1896, 0.5, 1.321022727272727, 0] -['J Middleton', 5.23, 36.63, 'Spin', 1896, 1902, 0.5, 0.9300302996296711, 0] -['RM Poore', 25.05, 39.24, 'Bat', 1896, 1896, 0.5, 1.0416666666666665, 0] -['JH Sinclair', 29.07, 40.94, 'Fast', 1896, 1911, 0.5, 1.241983523184522, 0] -['JT Willoughby', 8.47, 240.48, 'Fast', 1896, 1896, 0.5, 1.3551136363636362, 0] -['WHB Frank', 9.42, 240.48, 'PartMed', 1896, 1896, 0.5, 2.101293103448276, 0] -['CL Johnson', 13.05, 240.48, 'PartFast', 1896, 1896, 0.5, 0.9542410714285714, 0] -['CB Llewellyn', 24.78, 38.59, 'Spin', 1896, 1912, 0.5, 1.3880206298351174, 0] -['GA Rowe', 5.03, 43.78, 'Spin', 1896, 1902, 0.5, 1.0229414051984564, 0] -['GH Shepstone', 15.76, 154.93, 'PartFast', 1896, 1899, 0.5, 0.9115888152577988, 0] -['GK Glover', 21.1, 48.0, 'PartSpin', 1896, 1896, 0.5, 1.0096153846153846, 0] -['AR Richards', 13.7, 480.96, 'OpenBat', 1896, 1896, 0.5, 1.4, 0] -['AW Seccull', 21.68, 43.29, 'Med', 1896, 1896, 0.5, 1.4453125, 0] -['M Bisset', 18.7, 500, 'WK', 1899, 1910, 0.5, 1.4, 2] -['RR Dower', 10.81, 491.4, 'Bat', 1899, 1899, 0.5, 1.4, 0] -['HH Francis', 14.38, 491.4, 'Bat', 1899, 1899, 0.5, 1.4, 0] +['CJ Ferguson', 26.19, 379.03, 'Bat', 2016, 2016, 0.17391304347826086, 1.2, 0] +['JM Mennie', 6.38, 35.36, 'Fast', 2016, 2016, 0.4166666666666667, 0.9792626728110597, 0] +['PSP Handscomb', 36.36, 379.03, 'Bat', 2016, 2017, 0.5176848874598071, 1.2, 0] +['NJ Maddinson', 21.13, 189.51, 'Bat', 2016, 2016, 0.34615384615384615, 1.2, 0] +['MT Renshaw', 30.06, 379.03, 'OpenBat', 2016, 2017, 0.4378074490513001, 1.2, 0] +['HWR Cartwright', 29.46, 60.9, 'PartMed', 2017, 2017, 0.44, 1.1075384065737763, 0] +['CT Bancroft', 26.37, 378.91, 'OpenBat', 2017, 2018, 0.3986636971046771, 1.2, 0] +['OR Dunell', 21.17, 500, 'Bat', 1889, 1889, 0.5, 1.2, 0] +['CE Finlason', 18.68, 72.37, 'Bat', 1889, 1889, 0.5, 1.2, 0] +['P Hutchinson', 12.13, 500, 'Bat', 1889, 1889, 0.5, 1.2, 0] +['GA Kempis', 11.06, 61.53, 'Med', 1889, 1889, 0.5, 1.2, 0] +['WH Milton', 19.37, 312.17, 'PartMed', 1889, 1892, 0.5, 1.2, 2] +['AE Ochse', 18.16, 500, 'Bat', 1889, 1889, 0.5, 1.2, 0] +['A Rose-Innes', 13.38, 60.91, 'OpenSpin', 1889, 1889, 0.5, 1.2, 0] +['FW Smith', 18.36, 500, 'WK', 1889, 1896, 0.5, 1.2, 0] +['RB Stewart', 14.56, 500, 'Bat', 1889, 1889, 0.5, 1.2, 0] +['AB Tancred', 34.69, 500, 'OpenBat', 1889, 1889, 0.5, 1.2, 0] +['CH Vintcent', 15.16, 89.46, 'Fast', 1889, 1892, 0.5, 1.2, 0] +['WH Ashley', 10.8, 58.73, 'Med', 1889, 1889, 0.1111111111111111, 1.2, 0] +['WHM Richards', 10.91, 500, 'Bat', 1889, 1889, 0.2222222222222222, 1.2, 0] +['NHCD Theunissen', 16.81, 78.04, 'PartFast', 1889, 1889, 0.4, 1.2, 0] +['G Cripps', 23.64, 306.91, 'Bat', 1892, 1892, 0.5, 1.2, 0] +['JF du Toit', 10.23, 306.91, 'PartMed', 1892, 1892, 0.5, 1.2, 0] +['CG Fichardt', 11.0, 500, 'Bat', 1892, 1896, 0.5, 1.2, 0] +['EA Halliwell', 14.56, 492.21, 'WK', 1892, 1902, 0.5, 1.2, 3] +['F Hearne', 19.86, 62.05, 'OpenBat', 1889, 1896, 0.5, 1.2, 0] +['CH Mills', 19.2, 72.51, 'Med', 1892, 1892, 0.5, 1.2, 0] +['DC Parkin', 15.18, 65.26, 'Med', 1892, 1892, 0.5, 1.2, 0] +['TW Routledge', 16.66, 500, 'OpenBat', 1892, 1896, 0.5, 1.2, 0] +['CS Wimble', 17.1, 500, 'Bat', 1892, 1892, 0.5, 1.2, 0] +['FJ Cook', 12.56, 480.96, 'Bat', 1896, 1896, 0.5, 1.2, 0] +['RA Gleeson', 13.02, 480.96, 'Bat', 1896, 1896, 0.5, 1.2, 0] +['CFW Hime', 11.64, 52.61, 'PartMed', 1896, 1896, 0.5, 1.2, 0] +['J Middleton', 5.23, 46.09, 'Spin', 1896, 1902, 0.5, 0.9300302996296711, 0] +['RM Poore', 25.05, 41.78, 'Bat', 1896, 1896, 0.5, 1.0416666666666665, 0] +['JH Sinclair', 29.07, 42.9, 'Fast', 1896, 1911, 0.5, 1.2, 0] +['JT Willoughby', 8.47, 240.48, 'Fast', 1896, 1896, 0.5, 1.2, 0] +['WHB Frank', 9.42, 240.48, 'PartMed', 1896, 1896, 0.5, 1.2, 0] +['CL Johnson', 13.05, 240.48, 'Fast', 1896, 1896, 0.5, 0.9542410714285714, 0] +['CB Llewellyn', 24.78, 38.59, 'Spin', 1896, 1912, 0.5, 1.2, 0] +['GA Rowe', 5.03, 47.35, 'Spin', 1896, 1902, 0.5, 1.0229414051984564, 0] +['GH Shepstone', 15.76, 58.74, 'PartFast', 1896, 1899, 0.5, 0.9115888152577988, 0] +['GK Glover', 21.1, 51.4, 'PartSpin', 1896, 1896, 0.5, 1.0096153846153846, 0] +['AR Richards', 13.7, 480.96, 'OpenBat', 1896, 1896, 0.5, 1.2, 0] +['AW Seccull', 21.68, 47.6, 'Med', 1896, 1896, 0.5, 1.2, 0] +['M Bisset', 18.7, 500, 'WK', 1899, 1910, 0.5, 1.2, 2] +['RR Dower', 10.81, 491.4, 'Bat', 1899, 1899, 0.5, 1.2, 0] +['HH Francis', 14.38, 491.4, 'Bat', 1899, 1899, 0.5, 1.2, 0] ['R Graham', 10.52, 58.42, 'Med', 1899, 1899, 0.5, 1.1847014925373134, 0] -['WRT Solomon', 10.32, 491.4, 'Bat', 1899, 1899, 0.5, 1.4, 0] -['VM Tancred', 18.18, 491.4, 'OpenBat', 1899, 1899, 0.5, 1.4, 0] -['F Kuys', 16.52, 44.33, 'Med', 1899, 1899, 0.5, 1.1567164179104477, 0] +['WRT Solomon', 10.32, 491.4, 'Bat', 1899, 1899, 0.5, 1.2, 0] +['VM Tancred', 18.18, 491.4, 'OpenBat', 1899, 1899, 0.5, 1.2, 0] +['F Kuys', 16.52, 47.4, 'Med', 1899, 1899, 0.5, 1.1567164179104477, 0] ['AW Powell', 12.95, 53.27, 'OpenBat', 1899, 1899, 0.5, 1.1194029850746268, 0] -['CFH Prince', 12.76, 491.4, 'Bat', 1899, 1899, 0.5, 1.4, 0] -['WA Shalders', 18.57, 242.52, 'OpenBat', 1899, 1907, 0.5, 0.2808988764044944, 0] -['CMH Hathorn', 19.79, 478.09, 'Bat', 1902, 1911, 0.5, 1.4, 0] +['CFH Prince', 12.76, 491.4, 'Bat', 1899, 1899, 0.5, 1.2, 0] +['WA Shalders', 18.57, 242.52, 'OpenBat', 1899, 1907, 0.5, 0.8, 0] +['CMH Hathorn', 19.79, 478.09, 'Bat', 1902, 1911, 0.5, 1.2, 0] ['AW Nourse', 34.88, 44.84, 'PartMed', 1902, 1924, 0.5, 1.0364250343695358, 0] -['CJE Smith', 21.4, 485.04, 'Bat', 1902, 1902, 0.5, 1.4, 0] -['HM Taberer', 11.1, 57.99, 'PartFast', 1902, 1902, 0.5, 1.7977528089887642, 0] -['LJ Tancred', 23.89, 477.71, 'OpenBat', 1902, 1913, 0.5, 1.4, 3] -['G Thornton', 15.77, 54.59, 'PartSpin', 1902, 1902, 0.5, 1.8726591760299627, 0] -['JH Anderson', 21.33, 485.04, 'Bat', 1902, 1902, 0.5, 1.4, 0] -['JJ Kotze', 5.52, 36.92, 'Fast', 1902, 1907, 0.5, 1.3172635611289798, 0] -['PS Twentyman-Jones', 11.43, 485.04, 'Bat', 1902, 1902, 0.5, 1.4, 0] -['GA Faulkner', 46.53, 30.89, 'Spin', 1906, 1924, 0.5, 1.0934251542958318, 0] -['RO Schwarz', 16.83, 33.39, 'Spin', 1906, 1912, 0.5, 1.1757937506741936, 0] -['PW Sherwell', 22.73, 477.71, 'OpenWK', 1906, 1911, 0.5, 1.4, 13] +['CJE Smith', 21.4, 485.04, 'Bat', 1902, 1902, 0.5, 1.2, 0] +['HM Taberer', 11.1, 59.92, 'PartFast', 1902, 1902, 0.5, 1.2, 0] +['LJ Tancred', 23.89, 477.71, 'OpenBat', 1902, 1913, 0.5, 1.2, 3] +['G Thornton', 15.77, 54.59, 'PartSpin', 1902, 1902, 0.5, 1.2, 0] +['JH Anderson', 21.33, 485.04, 'Bat', 1902, 1902, 0.5, 1.2, 0] +['JJ Kotze', 5.52, 46.95, 'Fast', 1902, 1907, 0.5, 1.2, 0] +['PS Twentyman-Jones', 11.43, 485.04, 'Bat', 1902, 1902, 0.5, 1.2, 0] +['GA Faulkner', 46.53, 36.68, 'Spin', 1906, 1924, 0.5, 1.0934251542958318, 0] +['RO Schwarz', 16.83, 41.15, 'Spin', 1906, 1912, 0.5, 1.1757937506741936, 0] +['PW Sherwell', 22.73, 477.71, 'OpenWK', 1906, 1911, 0.5, 1.2, 13] ['SJ Snooke', 26.55, 47.3, 'PartFast', 1906, 1923, 0.5, 0.9285714285714287, 5] -['AEE Vogler', 17.79, 32.82, 'Fast', 1906, 1911, 0.5, 1.1485330877516118, 0] -['GC White', 33.71, 41.85, 'PartSpin', 1906, 1912, 0.5, 1.3235423445607244, 0] -['SD Snooke', 11.2, 484.85, 'Bat', 1907, 1907, 0.5, 1.4, 0] -['T Campbell', 16.1, 483.68, 'WK', 1910, 1912, 0.5, 1.4, 0] -['JMM Commaille', 17.75, 396.83, 'OpenBat', 1910, 1928, 0.5, 1.4, 0] -['LA Stricker', 16.97, 241.84, 'OpenBat', 1910, 1912, 0.5, 1.316614420062696, 0] -['JW Zulch', 33.53, 212.46, 'OpenBat', 1910, 1921, 0.5, 2.473498233215548, 0] +['AEE Vogler', 17.79, 39.38, 'Fast', 1906, 1911, 0.5, 1.1485330877516118, 0] +['GC White', 33.71, 47.71, 'PartSpin', 1906, 1912, 0.5, 1.2, 0] +['SD Snooke', 11.2, 484.85, 'Bat', 1907, 1907, 0.5, 1.2, 0] +['T Campbell', 16.1, 483.68, 'WK', 1910, 1912, 0.5, 1.2, 0] +['JMM Commaille', 17.75, 396.83, 'OpenBat', 1910, 1928, 0.5, 1.2, 0] +['LA Stricker', 16.97, 241.84, 'OpenBat', 1910, 1912, 0.5, 1.2, 0] +['JW Zulch', 33.53, 212.46, 'OpenBat', 1910, 1921, 0.5, 1.2, 0] ['CE Floquet', 17.82, 238.38, 'PartMed', 1910, 1910, 0.5, 1.090909090909091, 0] -['SJ Pegler', 14.2, 35.24, 'Spin', 1910, 1924, 0.5, 1.1474801545059157, 0] -['NO Norton', 12.36, 39.46, 'Med', 1910, 1910, 0.5, 1.1393939393939394, 0] -['SV Samuelson', 14.26, 157.66, 'PartMed', 1910, 1910, 0.5, 1.2929292929292928, 0] -['COC Pearse', 16.18, 59.55, 'PartMed', 1910, 1911, 0.4365079365079365, 1.6060606060606062, 0] -['R Beaumont', 14.91, 234.19, 'Bat', 1912, 1914, 0.5, 0.0, 0] -['GPD Hartigan', 17.99, 92.85, 'OpenPartFast', 1912, 1914, 0.5, 1.2076053442959918, 0] -['F Mitchell', 21.86, 478.09, 'Bat', 1899, 1912, 0.5, 1.4, 3] +['SJ Pegler', 14.2, 39.46, 'Spin', 1910, 1924, 0.5, 1.1474801545059157, 0] +['NO Norton', 12.36, 44.5, 'Med', 1910, 1910, 0.5, 1.1393939393939394, 0] +['SV Samuelson', 14.26, 65.26, 'Med', 1910, 1910, 0.5, 1.2, 0] +['COC Pearse', 16.18, 59.55, 'PartMed', 1910, 1911, 0.4365079365079365, 1.2, 0] +['R Beaumont', 14.91, 234.19, 'Bat', 1912, 1914, 0.5, 1.2, 0] +['GPD Hartigan', 17.99, 94.16, 'OpenPartFast', 1912, 1914, 0.5, 1.2, 0] +['F Mitchell', 21.86, 478.09, 'Bat', 1899, 1912, 0.5, 1.2, 3] ['HW Taylor', 38.7, 42.94, 'OpenBat', 1912, 1932, 0.5, 1.048598507763662, 18] -['TA Ward', 14.22, 416.81, 'WK', 1912, 1924, 0.5, 1.4, 0] -['CP Carter', 10.67, 30.47, 'Spin', 1912, 1924, 0.5, 1.0378863409770687, 0] -['HV Baumgartner', 12.49, 56.54, 'Spin', 1913, 1913, 0.5, 1.287163040651816, 0] -['JM Blanckenberg', 18.26, 34.66, 'Med', 1913, 1924, 0.5, 1.0308868917937544, 0] -['AHC Cooper', 20.45, 468.38, 'Bat', 1913, 1913, 0.5, 1.4, 0] -['JL Cox', 5.44, 47.97, 'PartMed', 1913, 1914, 0.5, 0.9114583333333334, 0] +['TA Ward', 14.22, 416.81, 'WK', 1912, 1924, 0.5, 1.2, 0] +['CP Carter', 10.67, 36.85, 'Spin', 1912, 1924, 0.5, 1.0378863409770687, 0] +['HV Baumgartner', 12.49, 58.45, 'Spin', 1913, 1913, 0.5, 1.2, 0] +['JM Blanckenberg', 18.26, 36.49, 'Med', 1913, 1924, 0.5, 1.0308868917937544, 0] +['AHC Cooper', 20.45, 468.38, 'Bat', 1913, 1913, 0.5, 1.2, 0] +['JL Cox', 5.44, 48.89, 'Med', 1913, 1914, 0.5, 0.9114583333333334, 0] ['PAM Hands', 18.92, 208.41, 'Bat', 1913, 1924, 0.5, 1.0731319554848966, 0] -['PT Lewis', 12.98, 468.38, 'Bat', 1913, 1913, 0.5, 1.4, 0] -['GL Tapscott', 13.95, 468.38, 'Bat', 1913, 1913, 0.5, 1.4, 0] +['PT Lewis', 12.98, 468.38, 'Bat', 1913, 1913, 0.5, 1.2, 0] +['GL Tapscott', 13.95, 468.38, 'Bat', 1913, 1913, 0.5, 1.2, 0] ['C Newberry', 12.87, 50.44, 'Fast', 1913, 1914, 0.5, 1.0291858678955454, 0] ['CD Dixon', 3.8, 49.85, 'Med', 1914, 1914, 0.5, 1.0535714285714286, 0] -['LR Tuckett', 12.15, 64.71, 'PartFast', 1914, 1914, 0.5, 1.2321428571428572, 0] -['HW Chapman', 14.93, 72.3, 'PartSpin', 1914, 1921, 0.5, 1.8207282913165264, 0] -['FL le Roux', 18.35, 155.89, 'PartMed', 1914, 1914, 0.5, 0.9523809523809524, 0] -['D Taylor', 20.45, 474.12, 'Bat', 1914, 1914, 0.5, 1.4, 0] -['RHM Hands', 15.02, 474.12, 'Bat', 1914, 1914, 0.5, 1.4, 0] +['LR Tuckett', 12.15, 61.43, 'Fast', 1914, 1914, 0.5, 1.2, 0] +['HW Chapman', 14.93, 72.3, 'PartSpin', 1914, 1921, 0.5, 1.2, 0] +['FL le Roux', 18.35, 55.41, 'PartMed', 1914, 1914, 0.5, 0.9523809523809524, 0] +['D Taylor', 20.45, 474.12, 'Bat', 1914, 1914, 0.5, 1.2, 0] +['RHM Hands', 15.02, 474.12, 'Bat', 1914, 1914, 0.5, 1.2, 0] ['EB Lundie', 9.4, 51.8, 'Fast', 1914, 1914, 0.5, 0.8016983016983018, 0] -['CN Frank', 22.14, 372.79, 'OpenBat', 1921, 1921, 0.5, 1.4, 0] -['WVS Ling', 16.79, 131.34, 'Bat', 1921, 1923, 0.5, 2.554278416347382, 0] -['WFE Marx', 19.34, 46.63, 'PartMed', 1921, 1921, 0.5, 1.4408645187112268, 0] -['EP Nupen', 12.87, 31.22, 'Fast', 1921, 1936, 0.5, 1.0359302079682036, 1] -['NV Lindsay', 17.79, 372.79, 'Bat', 1921, 1921, 0.5, 1.4, 0] +['CN Frank', 22.14, 372.79, 'OpenBat', 1921, 1921, 0.5, 1.2, 0] +['WVS Ling', 16.79, 49.09, 'Bat', 1921, 1923, 0.5, 1.2, 0] +['WFE Marx', 19.34, 46.63, 'PartMed', 1921, 1921, 0.5, 1.2, 0] +['EP Nupen', 12.87, 35.67, 'Fast', 1921, 1936, 0.5, 1.0359302079682036, 1] +['NV Lindsay', 17.79, 372.79, 'Bat', 1921, 1921, 0.5, 1.2, 0] ['N Reid', 12.13, 41.01, 'Med', 1921, 1921, 0.5, 1.140684410646388, 0] -['WH Brann', 14.21, 379.63, 'Bat', 1922, 1923, 0.5, 1.4, 0] -['ID Buys', 7.63, 126.6, 'PartFast', 1922, 1922, 0.5, 0.8301404853128991, 0] +['WH Brann', 14.21, 379.63, 'Bat', 1922, 1923, 0.5, 1.2, 0] +['ID Buys', 7.63, 48.17, 'Fast', 1922, 1922, 0.5, 0.8301404853128991, 0] ['RH Catterall', 35.85, 43.14, 'Bat', 1922, 1931, 0.5, 1.1189390799834231, 0] -['CM Francois', 16.4, 46.43, 'PartFast', 1922, 1923, 0.5, 0.7562008469449486, 0] -['GAL Hearne', 14.98, 382.65, 'OpenBat', 1922, 1924, 0.5, 1.4, 0] -['AE Hall', 2.03, 29.04, 'Fast', 1923, 1931, 0.5, 0.9078985121121449, 0] +['CM Francois', 16.4, 46.43, 'Fast', 1922, 1923, 0.5, 0.8, 0] +['GAL Hearne', 14.98, 382.65, 'OpenBat', 1922, 1924, 0.5, 1.2, 0] +['AE Hall', 2.03, 33.74, 'Fast', 1923, 1931, 0.5, 0.9078985121121449, 0] ['DJ Meintjes', 9.38, 41.78, 'OpenFast', 1923, 1923, 0.5, 1.0829644975986439, 0] -['LE Tapscott', 15.21, 128.14, 'Bat', 1923, 1923, 0.5, 0.3861003861003861, 0] -['DP Conyngham', 10.41, 47.09, 'Med', 1923, 1923, 0.5, 0.6519399962022913, 0] -['HG Deane', 22.42, 387.6, 'Bat', 1924, 1931, 0.5, 1.4, 12] -['GM Parker', 6.39, 43.57, 'Fast', 1924, 1924, 0.5, 1.7619723764037694, 0] -['MJ Susskind', 22.33, 376.41, 'Bat', 1924, 1924, 0.5, 1.4, 0] -['HB Cameron', 29.68, 392.8, 'WK', 1927, 1935, 0.5, 1.4, 9] -['SK Coen', 20.12, 144.2, 'OpenBat', 1927, 1928, 0.5, 1.4056224899598393, 0] -['JP Duminy', 12.84, 49.31, 'OpenBat', 1927, 1929, 0.5, 1.5662650602409638, 0] +['LE Tapscott', 15.21, 45.23, 'Bat', 1923, 1923, 0.5, 0.8, 0] +['DP Conyngham', 10.41, 48.39, 'Med', 1923, 1923, 0.5, 0.8, 0] +['HG Deane', 22.42, 387.6, 'Bat', 1924, 1931, 0.5, 1.2, 12] +['GM Parker', 6.39, 43.57, 'Fast', 1924, 1924, 0.5, 1.2, 0] +['MJ Susskind', 22.33, 376.41, 'Bat', 1924, 1924, 0.5, 1.2, 0] +['HB Cameron', 29.68, 392.8, 'WK', 1927, 1935, 0.5, 1.2, 9] +['SK Coen', 20.12, 60.22, 'OpenBat', 1927, 1928, 0.5, 1.2, 0] +['JP Duminy', 12.84, 49.31, 'OpenBat', 1927, 1929, 0.5, 1.2, 0] ['DPB Morkel', 22.9, 46.9, 'PartFast', 1927, 1932, 0.5, 1.1517311037539981, 0] -['HLE Promnitz', 6.26, 38.71, 'Spin', 1927, 1928, 0.5, 0.7347572106608251, 0] +['HLE Promnitz', 6.26, 38.71, 'Spin', 1927, 1928, 0.5, 0.8, 0] ['CL Vincent', 17.46, 34.1, 'Spin', 1927, 1935, 0.5, 1.070635056278536, 0] ['GF Bissett', 14.81, 40.76, 'Fast', 1928, 1928, 0.5, 1.1426900727277156, 0] -['AW Palm', 17.3, 387.6, 'Bat', 1928, 1928, 0.5, 1.4, 0] -['JFW Nicolson', 24.32, 193.8, 'Bat', 1928, 1928, 0.5, 1.7068273092369477, 0] -['AL Ochse', 5.65, 46.69, 'Fast', 1928, 1929, 0.5, 1.3440510887927672, 0] +['AW Palm', 17.3, 387.6, 'Bat', 1928, 1928, 0.5, 1.2, 0] +['JFW Nicolson', 24.32, 193.8, 'Bat', 1928, 1928, 0.5, 1.2, 0] +['AL Ochse', 5.65, 46.69, 'Fast', 1928, 1929, 0.5, 1.2, 0] ['IJ Siedle', 28.46, 198.87, 'OpenBat', 1928, 1936, 0.5, 0.8737258165175785, 0] -['JAJ Christy', 27.36, 50.04, 'Bat', 1929, 1932, 0.5, 1.5936254980079683, 0] -['B Mitchell', 45.6, 41.98, 'OpenPartSpin', 1929, 1949, 0.5, 1.2661034443212662, 0] -['HGO Owen-Smith', 19.73, 40.28, 'PartSpin', 1929, 1929, 0.5, 1.7315353968740426, 0] -['NA Quinn', 5.43, 33.6, 'Fast', 1929, 1932, 0.5, 0.9367049256771682, 0] +['JAJ Christy', 27.36, 50.04, 'Bat', 1929, 1932, 0.5, 1.2, 0] +['B Mitchell', 45.6, 41.98, 'OpenPartSpin', 1929, 1949, 0.5, 1.2, 0] +['HGO Owen-Smith', 19.73, 37.5, 'PartSpin', 1929, 1929, 0.5, 1.2, 0] +['NA Quinn', 5.43, 36.2, 'Fast', 1929, 1932, 0.5, 0.9367049256771682, 0] ['AJ Bell', 5.61, 36.85, 'Fast', 1929, 1935, 0.5, 1.1119705366836738, 0] -['EL Dalton', 26.25, 42.33, 'PartMed', 1929, 1939, 0.5, 1.3292100694444444, 0] -['Q McMillan', 16.22, 41.88, 'Spin', 1929, 1932, 0.5, 1.4702200598890929, 0] -['EA van der Merwe', 10.96, 397.75, 'WK', 1929, 1936, 0.5, 1.4, 0] -['XC Balaskas', 15.39, 37.74, 'Spin', 1930, 1939, 0.5, 1.2016937022900762, 0] -['SH Curnow', 19.11, 392.8, 'OpenBat', 1930, 1932, 0.5, 1.4, 0] -['ES Newson', 11.36, 54.68, 'PartFast', 1930, 1939, 0.5, 0.710633581235698, 0] -['KG Viljoen', 26.68, 126.19, 'Bat', 1930, 1949, 0.5, 1.1057692307692308, 0] -['JAK Cochran', 7.98, 131.62, 'PartFast', 1931, 1931, 0.5, 0.8109040717736371, 0] -['LS Brown', 9.32, 43.16, 'Fast', 1931, 1932, 0.5, 1.4095010813632636, 0] -['RJ Crisp', 8.39, 33.09, 'Fast', 1935, 1936, 0.5, 1.221266716803453, 0] +['EL Dalton', 26.25, 42.33, 'PartMed', 1929, 1939, 0.5, 1.2, 0] +['Q McMillan', 16.22, 41.88, 'Spin', 1929, 1932, 0.5, 1.2, 0] +['EA van der Merwe', 10.96, 397.75, 'WK', 1929, 1936, 0.5, 1.2, 0] +['XC Balaskas', 15.39, 37.74, 'Spin', 1930, 1939, 0.5, 1.2, 0] +['SH Curnow', 19.11, 392.8, 'OpenBat', 1930, 1932, 0.5, 1.2, 0] +['ES Newson', 11.36, 54.68, 'Fast', 1930, 1939, 0.5, 0.8, 0] +['KG Viljoen', 26.68, 44.89, 'Bat', 1930, 1949, 0.5, 1.1057692307692308, 0] +['JAK Cochran', 7.98, 48.81, 'Fast', 1931, 1931, 0.5, 0.8109040717736371, 0] +['LS Brown', 9.32, 43.16, 'Fast', 1931, 1932, 0.5, 1.2, 0] +['RJ Crisp', 8.39, 37.46, 'Fast', 1935, 1936, 0.5, 1.2, 0] ['ACB Langton', 13.39, 43.25, 'Fast', 1935, 1939, 0.5, 1.007961998674073, 0] ['AD Nourse', 45.69, 169.78, 'Bat', 1935, 1951, 0.5, 1.0756972111553786, 15] ['EAB Rowan', 37.07, 169.78, 'OpenBat', 1935, 1951, 0.5, 0.8806877752149298, 0] -['DS Tomlinson', 9.41, 48.47, 'PartSpin', 1935, 1935, 0.5, 1.4728682170542635, 0] -['HF Wade', 20.36, 393.31, 'Bat', 1935, 1936, 0.5, 1.4, 0] -['F Nicholson', 13.45, 393.31, 'WK', 1935, 1936, 0.5, 1.4, 0] +['DS Tomlinson', 9.41, 46.96, 'PartSpin', 1935, 1935, 0.5, 1.2, 0] +['HF Wade', 20.36, 393.31, 'Bat', 1935, 1936, 0.5, 1.2, 0] +['F Nicholson', 13.45, 393.31, 'WK', 1935, 1936, 0.5, 1.2, 0] ['JB Robertson', 12.61, 51.08, 'Spin', 1935, 1936, 0.5, 1.0154692986618583, 0] -['EG Bock', 11.9, 131.3, 'PartMed', 1935, 1935, 0.5, 1.5335355578024943, 0] -['AW Briscoe', 24.09, 387.72, 'Bat', 1935, 1939, 0.5, 1.4, 0] -['EQ Davies', 6.87, 55.75, 'PartFast', 1936, 1939, 0.5, 1.4508928571428572, 0] -['RL Harvey', 17.23, 393.31, 'Bat', 1936, 1936, 0.5, 1.4, 0] -['GE Bond', 13.06, 132.74, 'Bat', 1938, 1938, 0.0, 2.316602316602317, 0] -['N Gordon', 7.23, 36.79, 'Fast', 1938, 1939, 0.5, 0.9509145826541554, 0] -['A Melville', 33.0, 345.42, 'OpenBat', 1938, 1949, 0.5, 1.4, 10] -['PGV van der Bijl', 28.68, 377.6, 'OpenBat', 1938, 1939, 0.5, 1.4, 0] -['WW Wade', 24.36, 345.42, 'WK', 1938, 1950, 0.5, 1.4, 0] -['RE Grieveson', 19.74, 373.13, 'WK', 1939, 1939, 0.5, 1.4, 0] +['EG Bock', 11.9, 64.14, 'Med', 1935, 1935, 0.5, 1.2, 0] +['AW Briscoe', 24.09, 387.72, 'Bat', 1935, 1939, 0.5, 1.2, 0] +['EQ Davies', 6.87, 55.75, 'Fast', 1936, 1939, 0.5, 1.2, 0] +['RL Harvey', 17.23, 393.31, 'Bat', 1936, 1936, 0.5, 1.2, 0] +['GE Bond', 13.06, 50.93, 'Bat', 1938, 1938, 0.0, 1.2, 0] +['N Gordon', 7.23, 37.79, 'Fast', 1938, 1939, 0.5, 0.9509145826541554, 0] +['A Melville', 33.0, 345.42, 'OpenBat', 1938, 1949, 0.5, 1.2, 10] +['PGV van der Bijl', 28.68, 377.6, 'OpenBat', 1938, 1939, 0.5, 1.2, 0] +['WW Wade', 24.36, 345.42, 'WK', 1938, 1950, 0.5, 1.2, 0] +['RE Grieveson', 19.74, 373.13, 'WK', 1939, 1939, 0.5, 1.2, 0] ['OC Dawson', 20.13, 48.4, 'PartMed', 1947, 1949, 0.5, 1.1404518399158146, 0] -['TA Harris', 23.65, 389.99, 'Bat', 1947, 1949, 0.5, 1.4, 0] -['JD Lindsay', 10.17, 389.11, 'WK', 1947, 1947, 0.5, 1.4, 0] +['TA Harris', 23.65, 389.99, 'Bat', 1947, 1949, 0.5, 1.2, 0] +['JD Lindsay', 10.17, 389.11, 'WK', 1947, 1947, 0.5, 1.2, 0] ['NBF Mann', 12.73, 35.42, 'Spin', 1947, 1951, 0.5, 0.8493921537399799, 0] ['AMB Rowan', 15.31, 38.31, 'Spin', 1947, 1951, 0.5, 1.0289986026554485, 0] -['VI Smith', 5.69, 42.08, 'PartSpin', 1947, 1957, 0.5, 1.2335908884314093, 0] +['VI Smith', 5.69, 42.7, 'Spin', 1947, 1957, 0.5, 1.2, 0] ['L Tuckett', 10.54, 40.55, 'Fast', 1947, 1949, 0.5, 1.1892241728015533, 0] -['DV Dyer', 19.99, 389.11, 'OpenBat', 1947, 1947, 0.5, 1.4, 0] -['JB Plimsoll', 6.62, 38.89, 'Fast', 1947, 1947, 0.5, 1.5211147750239336, 0] -['GM Fullerton', 20.48, 394.87, 'WK', 1947, 1951, 0.5, 1.4, 0] -['DW Begbie', 20.44, 76.16, 'PartSpin', 1948, 1950, 0.5, 2.0833333333333335, 0] +['DV Dyer', 19.99, 389.11, 'OpenBat', 1947, 1947, 0.5, 1.2, 0] +['JB Plimsoll', 6.62, 38.89, 'Fast', 1947, 1947, 0.5, 1.2, 0] +['GM Fullerton', 20.48, 394.87, 'WK', 1947, 1951, 0.5, 1.2, 0] +['DW Begbie', 20.44, 76.16, 'PartSpin', 1948, 1950, 0.5, 1.2, 0] ['CN McCarthy', 2.64, 43.24, 'Fast', 1948, 1951, 0.5, 1.1209139531517354, 0] -['OE Wynne', 20.03, 394.87, 'OpenBat', 1948, 1950, 0.5, 1.4, 0] -['MA Hanley', 5.28, 37.76, 'PartSpin', 1949, 1949, 0.5, 0.9725906277630416, 0] -['LA Markham', 15.47, 53.13, 'PartSpin', 1949, 1949, 0.5, 1.775147928994083, 0] +['OE Wynne', 20.03, 394.87, 'OpenBat', 1948, 1950, 0.5, 1.2, 0] +['MA Hanley', 5.28, 39.92, 'Spin', 1949, 1949, 0.5, 0.9725906277630416, 0] +['LA Markham', 15.47, 56.68, 'Spin', 1949, 1949, 0.5, 1.2, 0] ['JE Cheetham', 24.47, 205.06, 'Bat', 1949, 1955, 0.5, 0.8849557522123894, 15] -['JD Nel', 17.41, 415.66, 'Bat', 1949, 1957, 0.5, 1.4, 0] +['JD Nel', 17.41, 415.66, 'Bat', 1949, 1957, 0.5, 1.2, 0] ['HJ Tayfield', 18.19, 27.88, 'Spin', 1949, 1960, 0.5, 0.8735272654200863, 0] -['JC Watkins', 22.05, 47.82, 'Med', 1949, 1957, 0.5, 0.7757575757575758, 0] -['RG Draper', 22.67, 398.14, 'Bat', 1950, 1950, 0.5, 1.4, 0] -['MG Melle', 7.2, 42.23, 'Fast', 1950, 1953, 0.5, 1.3553041604068568, 0] -['PL Winslow', 15.97, 410.12, 'Bat', 1950, 1955, 0.5, 1.4, 0] +['JC Watkins', 22.05, 47.82, 'Med', 1949, 1957, 0.5, 0.8, 0] +['RG Draper', 22.67, 398.14, 'Bat', 1950, 1950, 0.5, 1.2, 0] +['MG Melle', 7.2, 42.23, 'Fast', 1950, 1953, 0.5, 1.2, 0] +['PL Winslow', 15.97, 410.12, 'Bat', 1950, 1955, 0.5, 1.2, 0] ['GWA Chubb', 10.73, 39.98, 'Fast', 1951, 1951, 0.5, 1.0655586334256697, 0] -['DJ McGlew', 44.88, 144.59, 'OpenBat', 1951, 1962, 0.5, 1.9338565022421526, 14] +['DJ McGlew', 44.88, 52.13, 'OpenBat', 1951, 1962, 0.5, 1.2, 14] ['CB van Ryneveld', 26.75, 53.24, 'PartSpin', 1951, 1958, 0.5, 1.1617639420330004, 8] -['JHB Waite', 31.9, 419.14, 'WK', 1951, 1965, 0.5, 1.4, 0] -['RA McLean', 31.73, 209.57, 'Bat', 1951, 1964, 0.5, 0.6637168141592921, 0] -['PNF Mansell', 18.6, 48.46, 'PartSpin', 1951, 1955, 0.5, 1.3032315183709606, 0] -['WR Endean', 36.54, 430.42, 'Bat', 1951, 1958, 0.5, 1.4, 0] -['KJ Funston', 27.24, 434.15, 'Bat', 1952, 1958, 0.5, 1.4, 0] -['ARA Murray', 20.01, 43.39, 'Spin', 1952, 1954, 0.5, 0.7975287840494243, 0] +['JHB Waite', 31.9, 419.14, 'WK', 1951, 1965, 0.5, 1.2, 0] +['RA McLean', 31.73, 209.57, 'Bat', 1951, 1964, 0.5, 0.8, 0] +['PNF Mansell', 18.6, 48.46, 'Spin', 1951, 1955, 0.5, 1.2, 0] +['WR Endean', 36.54, 430.42, 'Bat', 1951, 1958, 0.5, 1.2, 0] +['KJ Funston', 27.24, 434.15, 'Bat', 1952, 1958, 0.5, 1.2, 0] +['ARA Murray', 20.01, 43.39, 'Spin', 1952, 1954, 0.5, 0.8, 0] ['ERH Fuller', 9.25, 45.13, 'Fast', 1953, 1958, 0.5, 0.9469491132983976, 0] -['HJ Keith', 21.05, 147.66, 'Bat', 1953, 1957, 0.5, 1.5837104072398192, 0] -['NAT Adcock', 5.17, 24.56, 'Fast', 1953, 1962, 0.5, 0.9118187495413212, 0] -['DEJ Ironside', 4.86, 37.5, 'Fast', 1953, 1954, 0.5, 0.7504161398593766, 0] -['RJ Westcott', 21.73, 147.56, 'OpenBat', 1954, 1958, 0.5, 1.8497757847533634, 0] -['TL Goddard', 34.01, 25.88, 'OpenMed', 1955, 1970, 0.5, 0.7018230866292476, 13] -['PS Heine', 9.97, 32.97, 'Fast', 1955, 1962, 0.5, 0.9930159019041336, 0] -['AI Taylor', 19.02, 426.74, 'OpenBat', 1956, 1956, 0.5, 1.4, 0] +['HJ Keith', 21.05, 61.92, 'Bat', 1953, 1957, 0.5, 1.2, 0] +['NAT Adcock', 5.17, 28.03, 'Fast', 1953, 1962, 0.5, 0.9118187495413212, 0] +['DEJ Ironside', 4.86, 40.65, 'Fast', 1953, 1954, 0.5, 0.8, 0] +['RJ Westcott', 21.73, 55.1, 'OpenBat', 1954, 1958, 0.5, 1.2, 0] +['TL Goddard', 34.01, 25.88, 'OpenMed', 1955, 1970, 0.5, 0.8, 13] +['PS Heine', 9.97, 34.69, 'Fast', 1955, 1962, 0.5, 0.9930159019041336, 0] +['AI Taylor', 19.02, 426.74, 'OpenBat', 1956, 1956, 0.5, 1.2, 0] ['AJ Pithey', 29.2, 200.8, 'Bat', 1957, 1965, 0.5, 1.0775862068965518, 0] -['CAR Duckworth', 13.58, 422.54, 'Bat', 1957, 1957, 0.5, 1.4, 0] -['CGD Burger', 18.53, 419.14, 'Bat', 1958, 1958, 0.5, 1.4, 0] -['PR Carlstein', 17.97, 401.61, 'Bat', 1958, 1964, 0.5, 1.4, 0] -['JP Fellows-Smith', 19.64, 54.68, 'PartMed', 1960, 1960, 0.5, 1.4019765571133074, 0] -['GM Griffin', 9.99, 37.47, 'Fast', 1960, 1960, 0.5, 1.1644832605531295, 0] -["S O'Linn", 23.45, 405.41, 'Bat', 1960, 1961, 0.5, 1.4, 0] -['C Wesley', 15.05, 405.41, 'Bat', 1960, 1960, 0.5, 1.4, 0] +['CAR Duckworth', 13.58, 422.54, 'Bat', 1957, 1957, 0.5, 1.2, 0] +['CGD Burger', 18.53, 419.14, 'Bat', 1958, 1958, 0.5, 1.2, 0] +['PR Carlstein', 17.97, 401.61, 'Bat', 1958, 1964, 0.5, 1.2, 0] +['JP Fellows-Smith', 19.64, 51.91, 'PartMed', 1960, 1960, 0.5, 1.2, 0] +['GM Griffin', 9.99, 39.99, 'Fast', 1960, 1960, 0.5, 1.1644832605531295, 0] +["S O'Linn", 23.45, 405.41, 'Bat', 1960, 1961, 0.5, 1.2, 0] +['C Wesley', 15.05, 405.41, 'Bat', 1960, 1960, 0.5, 1.2, 0] ['JE Pothecary', 8.98, 48.84, 'Med', 1960, 1960, 0.5, 1.12018226694513, 0] -['AH McKinnon', 10.47, 33.35, 'Spin', 1960, 1967, 0.5, 0.9197848200702019, 0] +['AH McKinnon', 10.47, 35.5, 'Spin', 1960, 1967, 0.5, 0.9197848200702019, 0] ['EJ Barlow', 44.18, 34.58, 'OpenPartMed', 1961, 1970, 0.5, 1.1365817429255713, 0] ['KC Bland', 47.83, 60.74, 'Bat', 1961, 1966, 0.5, 0.8031870461993189, 0] ['HD Bromfield', 4.77, 41.2, 'Spin', 1961, 1965, 0.5, 0.8378208266312328, 0] -['MK Elgie', 19.28, 141.74, 'Bat', 1961, 1962, 0.5, 1.779497098646035, 0] -['GB Lawrence', 9.7, 27.44, 'Fast', 1961, 1962, 0.5, 0.9799355641328272, 0] -['PM Pollock', 19.44, 26.69, 'Fast', 1961, 1970, 0.5, 1.084628883752213, 0] -['KA Walter', 7.51, 35.89, 'Fast', 1961, 1961, 0.5, 1.0292580982236155, 0] -['SF Burke', 15.19, 34.7, 'Fast', 1962, 1965, 0.5, 0.985807441503644, 0] -['WS Farrer', 25.52, 392.29, 'Bat', 1962, 1964, 0.5, 1.4, 0] -['HR Lance', 24.46, 42.15, 'PartMed', 1962, 1970, 0.5, 1.273800659504308, 0] -['DT Lindsay', 34.2, 386.35, 'WK', 1963, 1970, 0.5, 1.4, 0] -['JT Partridge', 6.36, 32.29, 'Fast', 1963, 1965, 0.5, 0.9435258868318696, 0] +['MK Elgie', 19.28, 58.18, 'Bat', 1961, 1962, 0.5, 1.2, 0] +['GB Lawrence', 9.7, 34.45, 'Fast', 1961, 1962, 0.5, 0.9799355641328272, 0] +['PM Pollock', 19.44, 27.27, 'Fast', 1961, 1970, 0.5, 1.084628883752213, 0] +['KA Walter', 7.51, 38.76, 'Fast', 1961, 1961, 0.5, 1.0292580982236155, 0] +['SF Burke', 15.19, 37.21, 'Fast', 1962, 1965, 0.5, 0.985807441503644, 0] +['WS Farrer', 25.52, 392.29, 'Bat', 1962, 1964, 0.5, 1.2, 0] +['HR Lance', 24.46, 42.15, 'PartMed', 1962, 1970, 0.5, 1.2, 0] +['DT Lindsay', 34.2, 386.35, 'WK', 1963, 1970, 0.5, 1.2, 0] +['JT Partridge', 6.36, 34.53, 'Fast', 1963, 1965, 0.5, 0.9435258868318696, 0] ['DB Pithey', 13.2, 49.82, 'Spin', 1963, 1967, 0.5, 1.021504107260882, 0] -['RG Pollock', 58.89, 62.75, 'Bat', 1963, 1970, 0.5, 1.2422360248447206, 0] -['MA Seymour', 8.64, 51.69, 'PartSpin', 1963, 1970, 0.5, 1.016702977487291, 0] -['PL van der Merwe', 21.64, 41.19, 'Bat', 1963, 1967, 0.5, 0.7020529730879693, 8] +['RG Pollock', 58.89, 62.75, 'Bat', 1963, 1970, 0.5, 1.2, 0] +['MA Seymour', 8.64, 51.69, 'Spin', 1963, 1970, 0.5, 1.016702977487291, 0] +['PL van der Merwe', 21.64, 41.19, 'Bat', 1963, 1967, 0.5, 0.8, 8] ['CG Halse', 7.29, 52.13, 'Fast', 1964, 1964, 0.5, 1.1213421603088003, 0] -['GD Varnals', 17.09, 197.82, 'Bat', 1964, 1965, 0.5, 0.42194092827004215, 0] -['GG Hall', 4.24, 51.13, 'PartSpin', 1965, 1965, 0.5, 1.2740580103008945, 0] -['MJ Macaulay', 7.97, 37.43, 'Spin', 1965, 1965, 0.5, 0.6667884545122397, 0] -['A Bacher', 27.87, 384.62, 'Bat', 1965, 1970, 0.5, 1.4, 4] -['JT Botten', 9.5, 32.48, 'Fast', 1965, 1965, 0.5, 1.0260625989526244, 0] -['R Dumbrill', 13.63, 36.83, 'Med', 1965, 1967, 0.5, 1.0380622837370241, 0] -['MJ Procter', 25.5, 23.43, 'Fast', 1967, 1970, 0.5, 1.0214290057096111, 0] -['PHJ Trimborn', 6.83, 34.73, 'Fast', 1967, 1970, 0.5, 0.863705869503117, 0] +['GD Varnals', 17.09, 197.82, 'Bat', 1964, 1965, 0.5, 0.8, 0] +['GG Hall', 4.24, 51.13, 'Spin', 1965, 1965, 0.5, 1.2, 0] +['MJ Macaulay', 7.97, 37.61, 'Spin', 1965, 1965, 0.5, 0.8, 0] +['A Bacher', 27.87, 384.62, 'Bat', 1965, 1970, 0.5, 1.2, 4] +['JT Botten', 9.5, 36.25, 'Fast', 1965, 1965, 0.5, 1.0260625989526244, 0] +['R Dumbrill', 13.63, 38.32, 'Med', 1965, 1967, 0.5, 1.0380622837370241, 0] +['MJ Procter', 25.5, 27.21, 'Fast', 1967, 1970, 0.5, 1.0214290057096111, 0] +['PHJ Trimborn', 6.83, 35.3, 'Fast', 1967, 1970, 0.5, 0.863705869503117, 0] ['JH du Preez', 13.32, 49.26, 'Spin', 1967, 1967, 0.5, 0.8928571428571429, 0] ['GA Chevalier', 2.67, 38.93, 'Spin', 1970, 1970, 0.0, 0.9719432385148707, 0] -['D Gamsy', 14.02, 385.98, 'WK', 1970, 1970, 0.2826086956521739, 1.4, 0] -['BL Irvine', 29.5, 385.98, 'Bat', 1970, 1970, 0.5430769230769231, 1.4, 0] -['BA Richards', 45.59, 48.76, 'OpenBat', 1970, 1970, 0.594847775175644, 0.8879781420765027, 0] +['D Gamsy', 14.02, 385.98, 'WK', 1970, 1970, 0.2826086956521739, 1.2, 0] +['BL Irvine', 29.5, 385.98, 'Bat', 1970, 1970, 0.5430769230769231, 1.2, 0] +['BA Richards', 42.85, 48.76, 'OpenBat', 1970, 1970, 0.594847775175644, 0.8879781420765027, 0] ['AJ Traicos', 6.39, 55.27, 'Spin', 1970, 1993, 0.14393939393939395, 1.0767141316979598, 0] ['T Bosch', 4.75, 46.41, 'Fast', 1992, 1992, 0.5, 0.960916566571191, 0] -['WJ Cronje', 37.0, 49.36, 'PartMed', 1992, 2000, 0.4463942307692308, 0.7368421052631579, 53] +['WJ Cronje', 37.0, 49.36, 'PartMed', 1992, 2000, 0.4463942307692308, 0.8, 53] ['AA Donald', 10.84, 22.58, 'Fast', 1992, 2002, 0.35129310344827586, 1.0176911132867306, 0] -['AC Hudson', 34.34, 410.68, 'OpenBat', 1992, 1998, 0.391304347826087, 1.4, 0] -['PN Kirsten', 32.26, 71.59, 'Bat', 1992, 1994, 0.30038387715930903, 1.2121212121212122, 0] -['AP Kuiper', 20.33, 399.87, 'Bat', 1992, 1992, 0.19428571428571428, 1.4, 0] -['MW Pringle', 11.41, 41.34, 'PartFast', 1992, 1995, 0.6633663366336634, 0.9035136642498606, 0] -['DJ Richardson', 24.92, 410.68, 'WK', 1992, 1998, 0.4193150262264733, 1.4, 0] -['MW Rushmere', 23.36, 399.87, 'OpenBat', 1992, 1992, 0.10714285714285714, 1.4, 0] +['AC Hudson', 34.34, 410.68, 'OpenBat', 1992, 1998, 0.391304347826087, 1.2, 0] +['PN Kirsten', 32.26, 70.17, 'Bat', 1992, 1994, 0.30038387715930903, 1.2, 0] +['AP Kuiper', 20.33, 399.87, 'Bat', 1992, 1992, 0.19428571428571428, 1.2, 0] +['MW Pringle', 11.41, 41.34, 'Fast', 1992, 1995, 0.6633663366336634, 0.9035136642498606, 0] +['DJ Richardson', 24.92, 410.68, 'WK', 1992, 1998, 0.4193150262264733, 1.2, 0] +['MW Rushmere', 23.36, 399.87, 'OpenBat', 1992, 1992, 0.10714285714285714, 1.2, 0] ['RP Snell', 13.17, 45.44, 'Fast', 1992, 1994, 0.475, 1.145188470066519, 0] -['KC Wessels', 39.94, 141.97, 'OpenBat', 1982, 1994, 0.4648216072024008, 1.0256410256410255, 16] -['SJ Cook', 32.35, 399.87, 'OpenBat', 1992, 1993, 0.2868632707774799, 1.4, 0] -['O Henry', 16.98, 40.71, 'PartSpin', 1992, 1993, 0.3063583815028902, 0.9692473375613258, 0] +['KC Wessels', 39.94, 58.2, 'OpenBat', 1982, 1994, 0.4648216072024008, 1.0256410256410255, 16] +['SJ Cook', 32.02, 399.87, 'OpenBat', 1992, 1993, 0.2868632707774799, 1.2, 0] +['O Henry', 16.98, 40.71, 'Spin', 1992, 1993, 0.3063583815028902, 0.9692473375613258, 0] ['BM McMillan', 40.41, 40.54, 'Fast', 1992, 1998, 0.42857142857142855, 0.9185638975784961, 0] ['JN Rhodes', 36.24, 203.25, 'Bat', 1992, 2000, 0.4631424913115054, 0.9057971014492755, 0] ['BN Schultz', 3.93, 37.69, 'Fast', 1992, 1997, 0.15517241379310345, 0.9429785448250538, 0] ['CR Matthews', 15.56, 36.45, 'Fast', 1992, 1995, 0.4484536082474227, 0.8233896756509822, 0] -['DJ Cullinan', 44.86, 61.06, 'Bat', 1993, 2001, 0.4896774193548387, 1.2724014336917562, 0] -['CE Eksteen', 9.48, 50.02, 'PartSpin', 1993, 2000, 0.159369527145359, 0.6991621376811594, 0] +['DJ Cullinan', 44.86, 61.06, 'Bat', 1993, 2001, 0.4896774193548387, 1.2, 0] +['CE Eksteen', 9.48, 50.02, 'Spin', 1993, 2000, 0.159369527145359, 0.8, 0] ['PL Symcox', 25.74, 52.28, 'Spin', 1993, 1998, 0.5609386828160484, 0.9785966326019805, 0] -['PS de Villiers', 15.21, 30.59, 'Fast', 1993, 1998, 0.3622603430877901, 0.9333574627878569, 0] +['PS de Villiers', 15.21, 31.12, 'Fast', 1993, 1998, 0.3622603430877901, 0.9333574627878569, 0] ['G Kirsten', 45.27, 68.05, 'OpenBat', 1993, 2004, 0.43430852648513374, 0.8626363056486478, 1] -['JB Commins', 24.73, 402.41, 'Bat', 1994, 1995, 0.314070351758794, 1.4, 0] -['SD Jack', 10.19, 36.43, 'Fast', 1994, 1995, 0.20588235294117646, 0.9256198347107438, 0] -['PJR Steyn', 20.11, 410.68, 'OpenBat', 1995, 1995, 0.26849894291754756, 1.4, 0] +['JB Commins', 24.73, 402.41, 'Bat', 1994, 1995, 0.314070351758794, 1.2, 0] +['SD Jack', 10.19, 38.4, 'Fast', 1994, 1995, 0.20588235294117646, 0.9256198347107438, 0] +['PJR Steyn', 20.11, 410.68, 'OpenBat', 1995, 1995, 0.26849894291754756, 1.2, 0] ['SM Pollock', 31.28, 22.38, 'Fast', 1995, 2008, 0.5252848013337038, 0.8019999046905829, 26] ['JH Kallis', 52.27, 30.83, 'Fast', 1995, 2013, 0.45977926166833893, 0.9240845408942541, 2] ['PR Adams', 8.89, 34.65, 'Spin', 1995, 2004, 0.3557312252964427, 1.022753656837706, 0] -['HH Gibbs', 40.61, 193.61, 'OpenBat', 1996, 2008, 0.5026079869600651, 1.337792642140468, 0] +['HH Gibbs', 40.61, 193.61, 'OpenBat', 1996, 2008, 0.5026079869600651, 1.2, 0] ['L Klusener', 32.46, 40.24, 'Fast', 1996, 2004, 0.5980545967994979, 0.9049211239758848, 0] -['AM Bacher', 25.8, 150.8, 'OpenBat', 1996, 1999, 0.40476190476190477, 1.4134275618374557, 0] -['MV Boucher', 28.6, 188.8, 'WK', 1997, 2012, 0.5011358473421172, 1.4705882352941175, 4] -['HD Ackerman', 27.1, 400.0, 'Bat', 1998, 1998, 0.3389473684210526, 1.4, 0] +['AM Bacher', 25.8, 64.13, 'OpenBat', 1996, 1999, 0.40476190476190477, 1.2, 0] +['MV Boucher', 28.6, 188.8, 'WK', 1997, 2012, 0.5011358473421172, 1.2, 4] +['HD Ackerman', 27.1, 400.0, 'Bat', 1998, 1998, 0.3389473684210526, 1.2, 0] ['M Ntini', 9.29, 27.21, 'Fast', 1998, 2009, 0.4857539958304378, 1.0580367310599004, 0] -['GFJ Liebenberg', 20.01, 400.0, 'OpenBat', 1998, 1998, 0.4425531914893617, 1.4, 0] +['GFJ Liebenberg', 20.01, 400.0, 'OpenBat', 1998, 1998, 0.4425531914893617, 1.2, 0] ['S Elworthy', 13.22, 41.73, 'Fast', 1998, 2002, 0.6990291262135923, 1.052282315021093, 0] ['DJ Terbrugge', 7.16, 40.13, 'Fast', 1998, 2004, 0.16494845360824742, 1.0355464159811987, 0] -['HH Dippenaar', 29.04, 192.68, 'Bat', 1999, 2007, 0.4161821705426357, 0.16611295681063123, 0] +['HH Dippenaar', 29.04, 192.68, 'Bat', 1999, 2007, 0.4161821705426357, 0.8, 0] ['M Hayward', 6.87, 39.81, 'Fast', 1999, 2004, 0.3473684210526316, 1.1445453888004324, 0] -['PC Strydom', 19.64, 51.02, 'Bat', 2000, 2000, 0.5645161290322581, 1.541095890410959, 0] +['PC Strydom', 19.64, 50.09, 'Bat', 2000, 2000, 0.5645161290322581, 1.2, 0] ['N Boje', 24.31, 41.97, 'Spin', 2000, 2006, 0.4832412523020258, 0.986271592757321, 0] -['ND McKenzie', 35.3, 141.71, 'Bat', 2000, 2009, 0.4200671487603306, 1.4814814814814814, 0] +['ND McKenzie', 35.3, 68.71, 'Bat', 2000, 2009, 0.4200671487603306, 1.2, 0] ['M Ngam', 4.18, 53.72, 'Fast', 2000, 2001, 0.0, 0.9907045009784736, 0] ['JM Kemp', 19.87, 42.87, 'Fast', 2001, 2005, 0.32, 0.9238516011347008, 0] ['CW Henderson', 12.07, 40.26, 'Spin', 2001, 2002, 0.3217821782178218, 0.9491372873901793, 0] ['A Nel', 9.35, 32.61, 'Fast', 2001, 2008, 0.46101231190150477, 1.0071184437077585, 0] -['JL Ontong', 25.65, 73.01, 'PartSpin', 2002, 2004, 0.36774193548387096, 1.433060967944689, 0] +['JL Ontong', 25.65, 73.01, 'PartSpin', 2002, 2004, 0.36774193548387096, 1.2, 0] ['AG Prince', 38.41, 184.45, 'Bat', 2002, 2011, 0.4370900417412045, 0.9355095541401274, 2] ['AJ Hall', 24.39, 37.45, 'Fast', 2002, 2007, 0.46060606060606063, 1.0565105749064039, 0] -['D Pretorius', 5.61, 46.44, 'Fast', 2002, 2003, 0.5365853658536586, 1.5138179897905297, 0] +['D Pretorius', 5.61, 46.44, 'Fast', 2002, 2003, 0.5365853658536586, 1.2, 0] ['GC Smith', 44.3, 107.31, 'OpenBat', 2002, 2014, 0.5967793880837359, 1.1887970985291154, 109] -['M van Jaarsveld', 29.65, 137.49, 'Bat', 2002, 2004, 0.4754491017964072, 1.3289036544850499, 0] +['M van Jaarsveld', 29.65, 54.0, 'Bat', 2002, 2004, 0.4754491017964072, 1.2, 0] ['AC Dawson', 12.66, 39.9, 'Fast', 2003, 2003, 0.23809523809523808, 0.9254864736592313, 0] -['JA Rudolph', 32.53, 75.07, 'Bat', 2003, 2012, 0.43816844919786097, 1.2392426850258176, 0] -['CM Willoughby', 3.95, 37.02, 'PartFast', 2003, 2003, 0.5, 0.8305647840531563, 0] +['JA Rudolph', 32.53, 75.07, 'Bat', 2003, 2012, 0.43816844919786097, 1.2, 0] +['CM Willoughby', 3.95, 37.02, 'Fast', 2003, 2003, 0.5, 0.8305647840531563, 0] ['RJ Peterson', 19.46, 45.24, 'Spin', 2003, 2014, 0.7149460708782742, 1.0724226072138596, 0] ['M Zondeki', 6.43, 42.94, 'Fast', 2003, 2008, 0.36283185840707965, 1.175894169524743, 0] ['Z de Bruyn', 26.02, 60.86, 'PartFast', 2004, 2004, 0.37897310513447435, 0.8351488743645606, 0] -['TL Tsolekile', 16.88, 377.6, 'WK', 2004, 2004, 0.2655367231638418, 1.4, 0] -['HM Amla', 45.18, 184.11, 'Bat', 2004, 2018, 0.5061643046433921, 1.3051146384479717, 14] +['TL Tsolekile', 16.88, 377.6, 'WK', 2004, 2004, 0.2655367231638418, 1.2, 0] +['HM Amla', 45.18, 184.11, 'Bat', 2004, 2018, 0.5061643046433921, 1.2, 14] ['AB de Villiers', 45.96, 184.11, 'Bat', 2004, 2018, 0.5406562054208274, 0.9710550887021474, 3] ['DW Steyn', 13.06, 20.55, 'Fast', 2004, 2018, 0.43743037504641663, 1.0245036430994685, 0] ['CK Langeveldt', 7.97, 42.55, 'Fast', 2005, 2006, 0.3076923076923077, 1.1342552743826628, 0] @@ -1431,225 +1434,226 @@ ['M Morkel', 11.19, 25.99, 'Fast', 2006, 2018, 0.5155038759689923, 0.9888301478214835, 0] ['PL Harris', 9.81, 36.15, 'Spin', 2007, 2011, 0.3389830508474576, 0.8408402798633733, 0] ['JP Duminy', 30.41, 44.19, 'PartSpin', 2008, 2017, 0.4628080985915493, 1.1317927002552013, 0] -['I Khan', 21.22, 366.97, 'OpenBat', 2009, 2009, 0.3125, 1.4, 0] -['JA Morkel', 24.9, 48.6, 'PartFast', 2009, 2009, 0.8169014084507042, 1.305379746835443, 0] +['I Khan', 21.22, 366.97, 'OpenBat', 2009, 2009, 0.3125, 1.2, 0] +['JA Morkel', 24.9, 48.6, 'PartFast', 2009, 2009, 0.8169014084507042, 1.2, 0] ['F de Wet', 9.32, 39.82, 'Fast', 2009, 2010, 0.28169014084507044, 0.8290247816009982, 0] ['R McLaren', 19.76, 40.49, 'Fast', 2010, 2014, 0.4351851851851852, 1.172553561088593, 0] -['WD Parnell', 15.71, 36.69, 'Fast', 2010, 2017, 0.37222222222222223, 1.427356517342037, 0] +['WD Parnell', 15.71, 36.69, 'Fast', 2010, 2017, 0.37222222222222223, 1.2, 0] ['AN Petersen', 32.28, 65.44, 'OpenBat', 2010, 2015, 0.5175568743818002, 1.039222259470332, 0] ['LL Tsotsobe', 3.33, 42.44, 'Fast', 2010, 2011, 0.3584905660377358, 0.9777389786119597, 0] ['Imran Tahir', 8.62, 35.79, 'Spin', 2011, 2015, 0.5531914893617021, 1.120367920880731, 0] -['VD Philander', 22.56, 21.04, 'Fast', 2011, 2018, 0.46823956442831216, 0.8627247882030592, 0] +['VD Philander', 22.56, 21.15, 'Fast', 2011, 2018, 0.46823956442831216, 0.8627247882030592, 0] ['M de Lange', 7.7, 45.33, 'Fast', 2011, 2012, 0.47368421052631576, 1.1814717925386715, 0] -['RK Kleinveldt', 11.36, 40.85, 'Fast', 2012, 2013, 0.4426229508196721, 1.2089496652947411, 0] -['F du Plessis', 42.3, 45.02, 'Bat', 2012, 2018, 0.4456569827459077, 1.7011834319526626, 19] -['D Elgar', 39.46, 59.21, 'OpenBat', 2012, 2018, 0.4624212057540003, 1.2126010500875073, 1] -['KJ Abbott', 7.24, 27.95, 'Fast', 2013, 2017, 0.28106508875739644, 0.8187631685949802, 0] -['Q de Kock', 37.2, 379.03, 'WK', 2014, 2018, 0.7248351648351649, 1.4, 0] +['RK Kleinveldt', 11.36, 40.85, 'Fast', 2012, 2013, 0.4426229508196721, 1.2, 0] +['F du Plessis', 42.3, 43.33, 'Bat', 2012, 2018, 0.4456569827459077, 1.2, 19] +['D Elgar', 39.46, 59.21, 'OpenBat', 2012, 2018, 0.4624212057540003, 1.2, 1] +['KJ Abbott', 7.24, 28.94, 'Fast', 2013, 2017, 0.28106508875739644, 0.8187631685949802, 0] +['Q de Kock', 37.2, 379.03, 'WK', 2014, 2018, 0.7248351648351649, 1.2, 0] ['DL Piedt', 6.9, 37.78, 'Spin', 2014, 2016, 0.2, 1.108974358974359, 0] -['S van Zyl', 28.88, 43.44, 'OpenPartMed', 2014, 2016, 0.5077120822622108, 0.7062416491696889, 0] +['S van Zyl', 28.88, 43.44, 'OpenPartMed', 2014, 2016, 0.5077120822622108, 0.8, 0] ['T Bavuma', 31.39, 189.51, 'Bat', 2014, 2017, 0.4589865111192125, 1.096774193548387, 0] ['SR Harmer', 13.8, 42.6, 'Spin', 2015, 2015, 0.3333333333333333, 0.9849906191369606, 0] -['DJ Vilas', 23.54, 379.03, 'WK', 2015, 2016, 0.44761904761904764, 1.4, 0] +['DJ Vilas', 23.54, 379.03, 'WK', 2015, 2016, 0.44761904761904764, 1.2, 0] ['K Rabada', 11.14, 26.52, 'Fast', 2015, 2018, 0.43636363636363634, 1.0736901926823987, 0] -['CH Morris', 20.47, 33.62, 'Fast', 2016, 2017, 0.47790055248618785, 1.4259824988349814, 0] -['GC Viljoen', 4.52, 35.04, 'PartFast', 2016, 2016, 0.8387096774193549, 1.595925297113752, 0] -['SC Cook', 30.35, 52.17, 'OpenBat', 2016, 2017, 0.4507845934379458, 2.580645161290322, 0] +['CH Morris', 20.47, 33.62, 'Fast', 2016, 2017, 0.47790055248618785, 1.2, 0] +['GC Viljoen', 4.52, 35.04, 'Fast', 2016, 2016, 0.8387096774193549, 1.2, 0] +['SC Cook', 30.35, 51.87, 'OpenBat', 2016, 2017, 0.4507845934379458, 1.2, 0] ['KA Maharaj', 14.15, 31.82, 'Spin', 2016, 2018, 0.6860986547085202, 0.9574197944086767, 0] ['T Shamsi', 2.84, 35.24, 'Spin', 2016, 2016, 0.75, 1.103888139335214, 0] -['D Olivier', 2.99, 29.65, 'Fast', 2017, 2017, 0.18421052631578946, 1.2511540543121837, 0] -['TB de Bruyn', 31.12, 45.27, 'Bat', 2017, 2017, 0.48, 1.5434083601286175, 0] -['HG Kuhn', 27.59, 377.48, 'OpenBat', 2017, 2017, 0.38047138047138046, 1.4, 0] -['AK Markram', 39.6, 189.45, 'OpenBat', 2017, 2018, 0.6540880503144654, 2.090032154340836, 0] +['D Olivier', 2.99, 30.58, 'Fast', 2017, 2017, 0.18421052631578946, 1.2, 0] +['TB de Bruyn', 31.12, 43.84, 'Bat', 2017, 2017, 0.48, 1.2, 0] +['HG Kuhn', 27.59, 377.48, 'OpenBat', 2017, 2017, 0.38047138047138046, 1.2, 0] +['AK Markram', 39.6, 189.45, 'OpenBat', 2017, 2018, 0.6540880503144654, 1.2, 0] ['AL Phehlukwayo', 8.97, 39.46, 'Fast', 2017, 2018, 0.48717948717948717, 1.1344051446945338, 0] -['L Ngidi', 2.76, 27.77, 'Fast', 2018, 2018, 0.2727272727272727, 0.9344855305466239, 0] -['G Challenor', 21.4, 387.6, 'OpenBat', 1928, 1928, 0.5, 1.4, 0] -['LN Constantine', 18.13, 30.13, 'Fast', 1928, 1939, 0.5, 1.1421120569355288, 0] -['MP Fernandes', 15.14, 382.04, 'Bat', 1928, 1930, 0.5, 1.4, 0] +['L Ngidi', 2.76, 30.78, 'Fast', 2018, 2018, 0.2727272727272727, 0.9344855305466239, 0] +['CR Browne', 13.82, 37.27, 'Med', 1928, 1930, 0.5, 0.8195788275469551, 0] +['G Challenor', 21.4, 387.6, 'OpenBat', 1928, 1928, 0.5, 1.2, 0] +['LN Constantine', 18.13, 32.57, 'Fast', 1928, 1939, 0.5, 1.1421120569355288, 0] +['MP Fernandes', 15.14, 382.04, 'Bat', 1928, 1930, 0.5, 1.2, 0] ['GN Francis', 6.62, 36.93, 'Fast', 1928, 1933, 0.5, 1.1265623115936503, 0] ['HC Griffith', 6.73, 40.89, 'Fast', 1928, 1933, 0.5, 1.1157772215681026, 0] ['FR Martin', 24.51, 68.45, 'PartSpin', 1928, 1931, 0.5, 1.0993174404906378, 0] -['RK Nunes', 20.2, 382.04, 'WK', 1928, 1930, 0.5, 1.4, 0] +['RK Nunes', 20.2, 382.04, 'WK', 1928, 1930, 0.5, 1.2, 0] ['CA Roach', 28.97, 198.87, 'OpenBat', 1928, 1935, 0.5, 1.1003097959619699, 0] -['JA Small', 14.43, 46.09, 'PartFast', 1928, 1930, 0.5, 1.2017503755469925, 0] -['WH St Hill', 15.59, 191.02, 'Bat', 1928, 1930, 0.5, 1.7928286852589643, 0] -['ELG Hoad', 19.76, 387.72, 'Bat', 1928, 1933, 0.5, 1.4, 1] -['OC Scott', 14.49, 49.18, 'Spin', 1928, 1931, 0.5, 1.573776070096837, 0] -['EL Bartlett', 14.03, 387.72, 'Bat', 1928, 1931, 0.5, 1.4, 0] -['CV Wight', 17.39, 191.02, 'Bat', 1928, 1930, 0.5, 0.4780876494023905, 0] -['FI de Caires', 23.6, 193.86, 'Bat', 1930, 1930, 0.5, 1.7928286852589643, 0] -['GA Headley', 53.74, 124.61, 'Bat', 1930, 1954, 0.5, 1.37592725532424, 1] -['EAC Hunte', 20.33, 387.72, 'OpenWK', 1930, 1930, 0.5, 1.4, 0] -['JED Sealy', 21.91, 45.0, 'Bat', 1930, 1939, 0.5, 1.4122596153846152, 0] +['JA Small', 14.43, 46.09, 'Fast', 1928, 1930, 0.5, 1.2, 0] +['WH St Hill', 15.59, 191.02, 'Bat', 1928, 1930, 0.5, 1.2, 0] +['ELG Hoad', 19.76, 387.72, 'Bat', 1928, 1933, 0.5, 1.2, 1] +['OC Scott', 14.49, 49.18, 'Spin', 1928, 1931, 0.5, 1.2, 0] +['EL Bartlett', 14.03, 387.72, 'Bat', 1928, 1931, 0.5, 1.2, 0] +['CV Wight', 17.39, 191.02, 'Bat', 1928, 1930, 0.5, 0.8, 0] +['FI de Caires', 23.6, 193.86, 'Bat', 1930, 1930, 0.5, 1.2, 0] +['GA Headley', 53.74, 104.0, 'Bat', 1930, 1954, 0.5, 1.2, 1] +['EAC Hunte', 20.33, 387.72, 'OpenWK', 1930, 1930, 0.5, 1.2, 0] +['JED Sealy', 21.91, 45.0, 'Bat', 1930, 1939, 0.5, 1.2, 0] ['EL St Hill', 9.47, 59.37, 'Med', 1930, 1930, 0.5, 0.946750631881078, 0] -['LA Walcott', 24.43, 46.41, 'PartSpin', 1930, 1930, 0.5, 1.5936254980079683, 0] -['EE Achong', 8.17, 51.95, 'PartSpin', 1930, 1935, 0.5, 0.9765170890490584, 0] -['N Betancourt', 17.36, 387.72, 'Bat', 1930, 1930, 0.5, 1.4, 0] -['MG Grell', 16.62, 193.86, 'PartMed', 1930, 1930, 0.5, 1.354581673306773, 0] -['CEL Jones', 13.08, 144.92, 'PartSpin', 1930, 1935, 0.5, 0.2557544757033248, 0] -['IM Barrow', 14.42, 381.92, 'WK', 1930, 1939, 0.5, 1.4, 0] +['LA Walcott', 24.43, 46.41, 'PartSpin', 1930, 1930, 0.5, 1.2, 0] +['EE Achong', 8.17, 51.95, 'Spin', 1930, 1935, 0.5, 0.9765170890490584, 0] +['N Betancourt', 17.36, 387.72, 'Bat', 1930, 1930, 0.5, 1.2, 0] +['MG Grell', 16.62, 193.86, 'PartMed', 1930, 1930, 0.5, 1.2, 0] +['CEL Jones', 13.08, 58.74, 'PartSpin', 1930, 1935, 0.5, 0.8, 0] +['IM Barrow', 14.42, 381.92, 'WK', 1930, 1939, 0.5, 1.2, 0] ['OC da Costa', 17.36, 62.5, 'PartMed', 1930, 1935, 0.5, 1.1156445237791663, 0] -['G Gladstone', 9.69, 105.39, 'PartSpin', 1930, 1930, 0.8571428571428571, 1.50597609561753, 0] -['CC Passailaigue', 30.38, 193.86, 'Bat', 1930, 1930, 0.2929936305732484, 2.9880478087649407, 0] -['LS Birkett', 17.44, 193.86, 'OpenPartMed', 1930, 1931, 0.5, 1.346992980459116, 0] -['GC Grant', 22.06, 148.91, 'Bat', 1930, 1935, 0.5, 1.7786561264822136, 12] +['G Gladstone', 9.69, 105.39, 'Spin', 1930, 1930, 0.8571428571428571, 1.2, 0] +['CC Passailaigue', 29.91, 193.86, 'Bat', 1930, 1930, 0.2929936305732484, 1.2, 0] +['LS Birkett', 17.44, 193.86, 'OpenPartMed', 1930, 1931, 0.5, 1.2, 0] +['GC Grant', 22.06, 62.73, 'Bat', 1930, 1935, 0.5, 1.2, 12] ['EA Martindale', 7.61, 39.38, 'Fast', 1933, 1939, 0.5, 1.1694970726208227, 0] -['CA Merry', 14.34, 387.97, 'Bat', 1933, 1933, 0.5, 1.4, 0] -['VA Valentine', 12.89, 75.88, 'PartFast', 1933, 1933, 0.5, 0.8496732026143791, 0] -['CA Wiles', 14.56, 387.97, 'Bat', 1933, 1933, 0.5, 1.4, 0] -['BJ Sealey', 16.73, 37.33, 'PartMed', 1933, 1933, 0.5, 0.7843137254901961, 0] -['GM Carew', 18.77, 129.79, 'OpenBat', 1935, 1949, 0.5, 0.26455026455026454, 0] -['CM Christiani', 15.1, 385.6, 'OpenWK', 1935, 1935, 0.5, 1.4, 0] +['CA Merry', 14.34, 387.97, 'Bat', 1933, 1933, 0.5, 1.2, 0] +['VA Valentine', 12.89, 75.88, 'Fast', 1933, 1933, 0.5, 0.8496732026143791, 0] +['CA Wiles', 14.56, 387.97, 'Bat', 1933, 1933, 0.5, 1.2, 0] +['BJ Sealey', 16.73, 37.33, 'PartMed', 1933, 1933, 0.5, 0.8, 0] +['GM Carew', 18.77, 53.23, 'OpenBat', 1935, 1949, 0.5, 0.8, 0] +['CM Christiani', 15.1, 385.6, 'OpenWK', 1935, 1935, 0.5, 1.2, 0] ['RS Grant', 17.54, 43.99, 'OpenSpin', 1935, 1939, 0.5, 0.8293718232866306, 3] ['LG Hylton', 10.6, 41.48, 'Fast', 1935, 1939, 0.5, 1.003460899833957, 0] -['JM Neblett', 14.37, 66.75, 'PartSpin', 1935, 1935, 0.5, 0.8074935400516796, 0] -['KL Wishart', 18.46, 385.6, 'OpenBat', 1935, 1935, 0.5, 1.4, 0] -['RL Fuller', 11.25, 140.23, 'PartFast', 1935, 1935, 0.5, 0.5813953488372093, 0] -['GH Mudie', 11.47, 43.5, 'Spin', 1935, 1935, 0.5, 0.5346164127238706, 0] +['JM Neblett', 14.37, 66.75, 'Spin', 1935, 1935, 0.5, 0.8074935400516796, 0] +['KL Wishart', 18.46, 385.6, 'OpenBat', 1935, 1935, 0.5, 1.2, 0] +['RL Fuller', 11.25, 56.69, 'PartFast', 1935, 1935, 0.5, 0.8, 0] +['GH Mudie', 11.47, 43.5, 'Spin', 1935, 1935, 0.5, 0.8, 0] ['JH Cameron', 9.58, 48.52, 'Spin', 1939, 1939, 0.5, 0.8787112235388097, 0] -['CB Clarke', 6.4, 40.2, 'Spin', 1939, 1939, 0.5, 1.3259500101605364, 0] -['JB Stollmeyer', 41.18, 57.7, 'OpenPartSpin', 1939, 1955, 0.5, 1.2910618792971733, 13] -['KH Weekes', 24.23, 373.13, 'Bat', 1939, 1939, 0.5, 1.4, 0] -['GE Gomez', 28.46, 32.68, 'Med', 1939, 1954, 0.5, 0.7591673032849504, 1] -['EAV Williams', 13.88, 42.26, 'Fast', 1939, 1948, 0.5, 0.7208662359416129, 0] -['TF Johnson', 9.99, 43.73, 'Fast', 1939, 1939, 0.5, 1.2451737451737452, 0] -['VH Stollmeyer', 24.76, 373.13, 'Bat', 1939, 1939, 0.5, 1.4, 0] -['RJ Christiani', 26.83, 68.63, 'Bat', 1948, 1954, 0.5, 1.2145748987854252, 0] +['CB Clarke', 6.4, 40.2, 'Spin', 1939, 1939, 0.5, 1.2, 0] +['JB Stollmeyer', 41.18, 57.7, 'OpenPartSpin', 1939, 1955, 0.5, 1.2, 13] +['KH Weekes', 24.23, 373.13, 'Bat', 1939, 1939, 0.5, 1.2, 0] +['GE Gomez', 28.46, 32.68, 'Med', 1939, 1954, 0.5, 0.8, 1] +['EAV Williams', 13.88, 42.26, 'Fast', 1939, 1948, 0.5, 0.8, 0] +['TF Johnson', 9.99, 44.54, 'Fast', 1939, 1939, 0.5, 1.2, 0] +['VH Stollmeyer', 24.76, 373.13, 'Bat', 1939, 1939, 0.5, 1.2, 0] +['RJ Christiani', 26.83, 68.63, 'Bat', 1948, 1954, 0.5, 1.2, 0] ['W Ferguson', 16.98, 50.07, 'Spin', 1948, 1954, 0.5, 1.193843252992294, 0] -['BBM Gaskin', 7.77, 54.54, 'PartMed', 1948, 1948, 0.5, 0.851063829787234, 0] +['BBM Gaskin', 7.77, 54.54, 'Med', 1948, 1948, 0.5, 0.851063829787234, 0] ['JDC Goddard', 29.33, 42.52, 'PartSpin', 1948, 1957, 0.5, 0.9510783416816877, 22] ['PEW Jones', 7.43, 42.85, 'Fast', 1948, 1951, 0.5, 1.0589844466065965, 0] ['CL Walcott', 61.0, 57.58, 'WK', 1948, 1960, 0.5, 0.9193951821889718, 0] -['ED Weekes', 60.91, 73.52, 'Bat', 1948, 1958, 0.5, 1.6830601092896176, 0] -['AG Ganteaume', 22.25, 389.99, 'OpenBat', 1948, 1948, 0.5, 1.4, 0] +['ED Weekes', 60.91, 73.52, 'Bat', 1948, 1958, 0.5, 1.2, 0] +['AG Ganteaume', 22.25, 389.99, 'OpenBat', 1948, 1948, 0.5, 1.2, 0] ['FMM Worrell', 52.8, 43.87, 'PartFast', 1948, 1963, 0.5, 1.006755029850362, 15] -['LR Pierre', 3.48, 43.2, 'PartFast', 1948, 1948, 0.5, 1.702127659574468, 0] +['LR Pierre', 3.48, 42.14, 'PartFast', 1948, 1948, 0.5, 1.2, 0] ['J Trim', 6.5, 42.7, 'Fast', 1948, 1952, 0.5, 0.9519447806601459, 0] -['HHH Johnson', 12.35, 39.22, 'Fast', 1948, 1950, 0.5, 0.7734555263072375, 0] +['HHH Johnson', 12.35, 39.22, 'Fast', 1948, 1950, 0.5, 0.8, 0] ['ESM Kentish', 9.11, 43.88, 'Fast', 1948, 1954, 0.5, 0.8674463937621832, 0] -['KR Rickards', 23.33, 398.14, 'Bat', 1948, 1952, 0.5, 1.4, 0] +['KR Rickards', 23.33, 398.14, 'Bat', 1948, 1952, 0.5, 1.2, 0] ['DS Atkinson', 30.37, 41.36, 'Spin', 1948, 1958, 0.5, 0.844452989809652, 7] -['FJ Cameron', 18.68, 77.28, 'PartSpin', 1948, 1949, 0.5, 0.9030371934383629, 0] -['AF Rae', 37.6, 398.14, 'OpenBat', 1948, 1953, 0.5, 1.4, 0] +['FJ Cameron', 18.68, 77.28, 'Spin', 1948, 1949, 0.5, 0.9030371934383629, 0] +['AF Rae', 37.6, 398.14, 'OpenBat', 1948, 1953, 0.5, 1.2, 0] ['S Ramadhin', 8.75, 30.92, 'Spin', 1950, 1961, 0.5, 0.8838639337253253, 0] ['AL Valentine', 4.77, 32.35, 'Spin', 1950, 1962, 0.5, 0.8755351791004319, 0] -['RE Marshall', 26.3, 52.12, 'OpenBat', 1951, 1952, 0.5, 0.7658270932607215, 0] -['SC Guillen', 18.39, 430.42, 'WK', 1951, 1956, 0.5, 1.4, 0] -['AP Binns', 17.33, 430.42, 'WK', 1953, 1956, 0.5, 1.4, 0] +['RE Marshall', 26.3, 50.73, 'OpenBat', 1951, 1952, 0.5, 0.8, 0] +['SC Guillen', 18.39, 430.42, 'WK', 1951, 1956, 0.5, 1.2, 0] +['AP Binns', 17.33, 430.42, 'WK', 1953, 1956, 0.5, 1.2, 0] ['FM King', 6.93, 53.9, 'Fast', 1953, 1956, 0.5, 1.0869242419742822, 0] -['BH Pairaudeau', 22.39, 217.08, 'OpenBat', 1953, 1957, 0.5, 1.3574660633484164, 0] -['RA Legall', 14.06, 415.66, 'WK', 1953, 1953, 0.5, 1.4, 0] -['RC Miller', 19.28, 152.19, 'PartFast', 1953, 1953, 0.5, 0.7777777777777778, 0] -['GL Wight', 26.63, 415.66, 'Bat', 1953, 1953, 0.5, 1.4, 0] -['AHP Scott', 10.47, 144.7, 'PartSpin', 1953, 1953, 0.5, 1.4141414141414141, 0] -['MC Frederick', 17.86, 430.42, 'OpenBat', 1954, 1954, 0.5, 1.4, 0] -['JKC Holt', 36.95, 213.37, 'OpenBat', 1954, 1959, 0.5, 1.7937219730941705, 0] -['CA McWatt', 20.52, 215.21, 'WK', 1954, 1955, 0.5, 1.7937219730941705, 0] +['BH Pairaudeau', 22.39, 217.08, 'OpenBat', 1953, 1957, 0.5, 1.2, 0] +['RA Legall', 14.06, 415.66, 'WK', 1953, 1953, 0.5, 1.2, 0] +['RC Miller', 19.28, 62.13, 'Fast', 1953, 1953, 0.5, 0.8, 0] +['GL Wight', 23.41, 415.66, 'Bat', 1953, 1953, 0.5, 1.2, 0] +['AHP Scott', 10.47, 89.28, 'Spin', 1953, 1953, 0.5, 1.2, 0] +['MC Frederick', 17.86, 430.42, 'OpenBat', 1954, 1954, 0.5, 1.2, 0] +['JKC Holt', 36.95, 213.37, 'OpenBat', 1954, 1959, 0.5, 1.2, 0] +['CA McWatt', 20.52, 215.21, 'WK', 1954, 1955, 0.5, 1.2, 0] ['GS Sobers', 57.16, 33.67, 'Fast', 1954, 1974, 0.5, 0.9375727075972223, 39] -['GL Gibbs', 16.29, 164.1, 'OpenPartSpin', 1955, 1955, 0.5, 0.7918552036199096, 0] +['GL Gibbs', 16.29, 70.03, 'OpenPartSpin', 1955, 1955, 0.5, 0.8, 0] ['OG Smith', 33.48, 47.59, 'Spin', 1955, 1959, 0.5, 0.9779583239298879, 0] -['LS Butler', 15.33, 70.13, 'Fast', 1955, 1955, 0.5, 1.7081447963800904, 0] -['CC Depeiaza', 24.15, 213.37, 'WK', 1955, 1956, 0.5, 1.345291479820628, 0] -['NE Marshall', 18.05, 53.01, 'Spin', 1955, 1955, 0.5, 0.6033182503770739, 0] -['DT Dewdney', 3.32, 54.13, 'Fast', 1955, 1958, 0.5, 1.3231568850886615, 0] -['HA Furlonge', 20.01, 426.74, 'OpenBat', 1955, 1956, 0.5, 1.4, 0] -['AT Roberts', 14.2, 426.74, 'Bat', 1956, 1956, 0.5, 1.4, 0] -['R Gilchrist', 5.03, 40.7, 'Fast', 1957, 1959, 0.5, 1.2513334667942773, 0] -['RB Kanhai', 45.91, 146.71, 'Bat', 1957, 1974, 0.5, 1.17096018735363, 13] -['NS Asgarali', 19.71, 422.54, 'OpenBat', 1957, 1957, 0.5, 1.4, 0] -['FCM Alexander', 29.85, 412.37, 'WK', 1957, 1961, 0.5, 1.4, 18] +['LS Butler', 15.33, 70.13, 'Fast', 1955, 1955, 0.5, 1.2, 0] +['CC Depeiaza', 24.15, 213.37, 'WK', 1955, 1956, 0.5, 1.2, 0] +['NE Marshall', 18.05, 53.01, 'Spin', 1955, 1955, 0.5, 0.8, 0] +['DT Dewdney', 3.32, 54.13, 'Fast', 1955, 1958, 0.5, 1.2, 0] +['HA Furlonge', 20.01, 426.74, 'OpenBat', 1955, 1956, 0.5, 1.2, 0] +['AT Roberts', 14.2, 426.74, 'Bat', 1956, 1956, 0.5, 1.2, 0] +['R Gilchrist', 5.03, 40.7, 'Fast', 1957, 1959, 0.5, 1.2, 0] +['RB Kanhai', 45.91, 77.49, 'Bat', 1957, 1974, 0.5, 1.17096018735363, 13] +['NS Asgarali', 19.71, 422.54, 'OpenBat', 1957, 1957, 0.5, 1.2, 0] +['FCM Alexander', 29.85, 412.37, 'WK', 1957, 1961, 0.5, 1.2, 18] ['ES Atkinson', 16.13, 45.52, 'Fast', 1958, 1959, 0.5, 0.9569870343692117, 0] ['CC Hunte', 44.48, 59.63, 'OpenBat', 1958, 1967, 0.5, 1.0401891252955082, 0] ['LR Gibbs', 6.76, 28.19, 'Spin', 1958, 1976, 0.5, 0.8357493836553616, 0] -['EDAS McMorris', 25.91, 394.74, 'OpenBat', 1958, 1966, 0.5, 1.4, 0] -['IS Madray', 8.46, 149.5, 'PartSpin', 1958, 1958, 0.5, 1.3653603034134008, 0] +['EDAS McMorris', 25.91, 394.74, 'OpenBat', 1958, 1966, 0.5, 1.2, 0] +['IS Madray', 8.46, 82.44, 'Spin', 1958, 1958, 0.5, 1.2, 0] ['JO Taylor', 8.11, 46.52, 'Fast', 1958, 1959, 0.5, 1.0785398230088497, 0] ['BF Butcher', 42.64, 43.27, 'Bat', 1958, 1969, 0.5, 0.8900316455696202, 0] -['WW Hall', 15.56, 26.1, 'Fast', 1958, 1969, 0.5, 1.2307184008920644, 0] +['WW Hall', 15.56, 26.1, 'Fast', 1958, 1969, 0.5, 1.2, 0] ['JS Solomon', 33.55, 63.78, 'PartSpin', 1958, 1965, 0.5, 0.9747226768503364, 0] -['MR Bynoe', 22.56, 196.14, 'OpenBat', 1959, 1967, 0.5, 0.42194092827004215, 0] -['RO Scarlett', 16.77, 75.75, 'PartSpin', 1960, 1960, 0.5, 0.6810923548197876, 0] -['CD Watson', 4.09, 51.62, 'Fast', 1960, 1962, 0.5, 1.284234425996878, 0] +['MR Bynoe', 22.56, 196.14, 'OpenBat', 1959, 1967, 0.5, 0.8, 0] +['RO Scarlett', 16.77, 75.75, 'Spin', 1960, 1960, 0.5, 0.8, 0] +['CD Watson', 4.09, 51.62, 'Fast', 1960, 1962, 0.5, 1.2, 0] ['CK Singh', 8.96, 45.63, 'Spin', 1960, 1960, 0.5, 0.8595543435110551, 0] -['SM Nurse', 47.09, 137.39, 'Bat', 1960, 1969, 0.5, 0.42194092827004215, 0] -['CC Griffith', 15.86, 31.15, 'Fast', 1960, 1969, 0.5, 1.2062520091087088, 0] -['PD Lashley', 23.85, 40.24, 'Bat', 1960, 1966, 0.5, 0.14064697609001406, 0] -['CW Smith', 22.36, 401.61, 'OpenBat', 1960, 1962, 0.5, 1.4, 0] -['JL Hendriks', 15.48, 386.35, 'WK', 1962, 1969, 0.5, 1.4, 0] -['SC Stayers', 17.64, 48.07, 'Fast', 1962, 1962, 0.5, 1.4612605379365717, 0] -['IL Mendonca', 25.13, 394.74, 'WK', 1962, 1962, 0.5, 1.4, 0] -['WV Rodriguez', 14.01, 47.81, 'PartSpin', 1962, 1968, 0.5, 1.6454749439042633, 0] -['DW Allan', 9.13, 395.65, 'WK', 1962, 1966, 0.5, 1.4, 0] +['SM Nurse', 47.09, 51.67, 'Bat', 1960, 1969, 0.5, 0.8, 0] +['CC Griffith', 15.86, 32.14, 'Fast', 1960, 1969, 0.5, 1.2, 0] +['PD Lashley', 23.85, 40.24, 'Bat', 1960, 1966, 0.5, 0.8, 0] +['CW Smith', 22.36, 401.61, 'OpenBat', 1960, 1962, 0.5, 1.2, 0] +['JL Hendriks', 15.48, 386.35, 'WK', 1962, 1969, 0.5, 1.2, 0] +['SC Stayers', 17.64, 48.07, 'Fast', 1962, 1962, 0.5, 1.2, 0] +['IL Mendonca', 25.13, 394.74, 'WK', 1962, 1962, 0.5, 1.2, 0] +['WV Rodriguez', 14.01, 47.81, 'Spin', 1962, 1968, 0.5, 1.2, 0] +['DW Allan', 9.13, 395.65, 'WK', 1962, 1966, 0.5, 1.2, 0] ['LA King', 11.56, 51.14, 'Fast', 1962, 1968, 0.5, 0.8156203657933763, 0] ['MC Carew', 32.27, 50.25, 'OpenPartMed', 1963, 1972, 0.5, 0.934472853242856, 0] -['DL Murray', 22.5, 392.93, 'WK', 1963, 1980, 0.5, 1.4, 1] -['AW White', 14.96, 51.82, 'Spin', 1965, 1965, 0.5, 0.7804343733420047, 0] -['BA Davis', 22.74, 389.23, 'OpenBat', 1965, 1965, 0.5, 1.4, 0] +['DL Murray', 22.5, 392.93, 'WK', 1963, 1980, 0.5, 1.2, 1] +['AW White', 14.96, 51.82, 'Spin', 1965, 1965, 0.5, 0.8, 0] +['BA Davis', 22.74, 389.23, 'OpenBat', 1965, 1965, 0.5, 1.2, 0] ['DAJ Holford', 22.08, 45.9, 'Spin', 1966, 1977, 0.5, 1.005183524796862, 0] ['CH Lloyd', 46.71, 62.7, 'Bat', 1966, 1985, 0.5, 0.8596146936067885, 74] -['GS Camacho', 25.04, 192.99, 'OpenBat', 1968, 1971, 0.5, 1.6393442622950818, 0] +['GS Camacho', 25.04, 192.99, 'OpenBat', 1968, 1971, 0.5, 1.2, 0] ['CA Davis', 43.37, 94.53, 'PartMed', 1968, 1973, 0.5, 0.9076906150291562, 0] ['RM Edwards', 6.98, 50.73, 'Fast', 1968, 1969, 0.5, 1.198739982574227, 0] ['RC Fredericks', 41.74, 67.02, 'OpenBat', 1968, 1977, 0.5, 1.1124531825702133, 0] ['MLC Foster', 28.82, 55.01, 'PartSpin', 1969, 1978, 0.5, 0.8108108108108107, 0] ['VA Holder', 14.04, 32.84, 'Fast', 1969, 1979, 0.5, 0.9570973062122045, 0] ['JN Shepherd', 16.83, 34.01, 'Med', 1969, 1971, 0.5, 0.8151341539508764, 0] -['TM Findlay', 13.32, 386.72, 'WK', 1969, 1973, 0.5, 1.4, 0] +['TM Findlay', 13.32, 386.72, 'WK', 1969, 1973, 0.5, 1.2, 0] ['GC Shillingford', 6.23, 42.28, 'Fast', 1969, 1972, 0.5, 1.1181132965949945, 0] ['AG Barrett', 9.49, 51.73, 'Spin', 1971, 1975, 0.5, 0.9050068038101337, 0] ['JM Noreiga', 8.65, 45.41, 'Spin', 1971, 1971, 0.5, 0.9058781015146967, 0] -['KD Boyce', 22.14, 32.47, 'Fast', 1971, 1976, 0.5, 1.234618680377035, 0] -['DM Lewis', 23.3, 386.72, 'OpenWK', 1971, 1971, 0.5, 1.4, 0] +['KD Boyce', 22.14, 32.47, 'Fast', 1971, 1976, 0.5, 1.2, 0] +['DM Lewis', 23.3, 386.72, 'OpenWK', 1971, 1971, 0.5, 1.2, 0] ['Inshan Ali', 9.3, 46.91, 'Spin', 1971, 1977, 0.5, 1.046369015599785, 0] -['UG Dowe', 9.84, 50.18, 'Fast', 1971, 1973, 0.5, 1.2689812504455693, 0] -['LG Rowe', 43.58, 200.13, 'Bat', 1972, 1980, 0.5, 1.213346814964611, 0] -['GA Greenidge', 20.79, 159.66, 'OpenPartSpin', 1972, 1973, 0.5, 1.1584800741427246, 0] +['UG Dowe', 9.84, 50.18, 'Fast', 1971, 1973, 0.5, 1.2, 0] +['LG Rowe', 43.58, 200.13, 'Bat', 1972, 1980, 0.5, 1.2, 0] +['GA Greenidge', 20.79, 85.99, 'OpenPartSpin', 1972, 1973, 0.5, 1.1584800741427246, 0] ['AB Howard', 5.62, 58.21, 'Spin', 1972, 1972, 0.5, 0.9068532193289285, 0] ['AI Kallicharran', 44.46, 61.19, 'Bat', 1972, 1981, 0.5, 0.9229151657937267, 9] ['RR Jumadeen', 6.95, 43.52, 'Spin', 1972, 1979, 0.5, 0.8617607814506181, 0] ['ET Willett', 8.7, 46.13, 'Spin', 1973, 1975, 0.5, 0.8723981900452488, 0] -['RGA Headley', 22.16, 395.0, 'OpenBat', 1973, 1973, 0.23134328358208955, 1.4, 0] +['RGA Headley', 22.16, 395.0, 'OpenBat', 1973, 1973, 0.23134328358208955, 1.2, 0] ['BD Julien', 27.63, 40.91, 'Fast', 1973, 1977, 0.5, 0.9753499616230075, 0] ['AME Roberts', 14.87, 25.49, 'Fast', 1974, 1983, 0.5, 1.064109111974141, 0] -['CG Greenidge', 44.99, 136.34, 'OpenBat', 1974, 1991, 0.5, 0.3470213996529786, 1] +['CG Greenidge', 44.99, 49.15, 'OpenBat', 1974, 1991, 0.5, 0.8, 1] ['IVA Richards', 50.54, 68.97, 'PartSpin', 1974, 1991, 0.5, 0.8568810808452465, 50] -['L Baichan', 31.85, 400.27, 'OpenBat', 1975, 1976, 0.5, 1.4, 0] +['L Baichan', 31.24, 400.27, 'OpenBat', 1975, 1976, 0.5, 1.2, 0] ['MA Holding', 13.82, 23.74, 'Fast', 1975, 1987, 0.5, 1.0452628221032856, 0] ['Imtiaz Ali', 6.46, 45.27, 'Spin', 1976, 1976, 0.5, 1.0346431062543595, 0] -['AL Padmore', 7.7, 55.02, 'PartSpin', 1976, 1976, 0.42105263157894735, 0.6754390353729925, 0] -['WW Daniel', 7.68, 29.63, 'Fast', 1976, 1984, 0.5, 1.1658744699114705, 0] +['AL Padmore', 7.7, 55.02, 'Spin', 1976, 1976, 0.42105263157894735, 0.8, 0] +['WW Daniel', 7.68, 30.23, 'Fast', 1976, 1984, 0.5, 1.1658744699114705, 0] ['HA Gomes', 39.88, 67.48, 'PartMed', 1976, 1987, 0.5, 0.873696110329969, 0] ['CL King', 26.62, 61.1, 'PartMed', 1976, 1980, 0.5, 1.109624616353191, 0] ['CEH Croft', 8.14, 29.21, 'Fast', 1977, 1982, 0.5, 1.0618114218540693, 0] ['J Garner', 12.52, 21.1, 'Fast', 1977, 1987, 0.5, 0.9305860139756331, 0] -['IT Shillingford', 23.66, 398.01, 'Bat', 1977, 1978, 0.5, 1.4, 0] -['RA Austin', 18.87, 137.52, 'Bat', 1978, 1978, 0.5, 1.9083969465648853, 0] +['IT Shillingford', 23.66, 398.01, 'Bat', 1977, 1978, 0.5, 1.2, 0] +['RA Austin', 18.87, 51.28, 'Bat', 1978, 1978, 0.5, 1.2, 0] ['DL Haynes', 41.32, 195.38, 'OpenBat', 1978, 1994, 0.5, 0.9732360097323599, 4] ['DR Parry', 19.13, 47.13, 'Spin', 1978, 1980, 0.5, 1.1143387780370493, 0] -['ST Clarke', 11.75, 26.37, 'Fast', 1978, 1982, 0.5, 1.0614507400670437, 0] -['AE Greenidge', 18.87, 398.01, 'OpenBat', 1978, 1979, 0.5, 1.4, 0] -['DA Murray', 20.85, 398.41, 'WK', 1978, 1982, 0.5, 1.4, 0] -['N Phillip', 19.76, 36.06, 'Fast', 1978, 1979, 0.5, 1.309873332774096, 0] +['ST Clarke', 11.75, 29.85, 'Fast', 1978, 1982, 0.5, 1.0614507400670437, 0] +['AE Greenidge', 18.87, 398.01, 'OpenBat', 1978, 1979, 0.5, 1.2, 0] +['DA Murray', 20.85, 398.41, 'WK', 1978, 1982, 0.5, 1.2, 0] +['N Phillip', 19.76, 36.06, 'Fast', 1978, 1979, 0.5, 1.2, 0] ['S Shivnarine', 22.58, 96.5, 'PartSpin', 1978, 1979, 0.5, 1.1382224645583423, 0] -['AB Williams', 26.96, 398.01, 'OpenBat', 1978, 1979, 0.5, 1.4, 0] +['AB Williams', 26.96, 398.01, 'OpenBat', 1978, 1979, 0.5, 1.2, 0] ['SFAF Bacchus', 25.3, 199.2, 'OpenBat', 1978, 1982, 0.5, 1.1235955056179776, 0] ['MD Marshall', 18.61, 20.68, 'Fast', 1978, 1991, 0.5, 0.9953493074512182, 0] -['HS Chang', 19.66, 401.2, 'Bat', 1979, 1979, 0.5, 1.4, 0] +['HS Chang', 19.66, 401.2, 'Bat', 1979, 1979, 0.5, 1.2, 0] ['R Nanan', 12.22, 36.89, 'Spin', 1980, 1980, 0.24242424242424243, 0.9467332501040365, 0] ['EH Mattis', 20.6, 200.47, 'Bat', 1981, 1981, 0.36159600997506236, 0.8739076154806492, 0] -['PJL Dujon', 31.2, 390.75, 'WK', 1981, 1991, 0.5, 1.4, 0] -['AL Logie', 34.74, 194.11, 'Bat', 1983, 1991, 0.5, 1.2467532467532467, 0] +['PJL Dujon', 31.2, 390.75, 'WK', 1981, 1991, 0.5, 1.2, 0] +['AL Logie', 34.74, 194.11, 'Bat', 1983, 1991, 0.5, 1.2, 0] ['WW Davis', 11.24, 38.94, 'Fast', 1983, 1988, 0.5, 1.1624081010579073, 0] ['EAE Baptiste', 19.73, 34.6, 'Fast', 1983, 1990, 0.5, 0.9051737998006365, 0] -['RB Richardson', 43.5, 136.96, 'Bat', 1983, 1995, 0.5, 0.5994005994005993, 24] -['RA Harper', 18.62, 34.38, 'Spin', 1983, 1993, 0.5, 0.7848859301141459, 0] -['MA Small', 7.71, 48.59, 'Fast', 1984, 1984, 1.0, 1.2592592592592593, 0] +['RB Richardson', 43.5, 52.04, 'Bat', 1983, 1995, 0.5, 0.8, 24] +['RA Harper', 18.62, 34.38, 'Spin', 1983, 1993, 0.5, 0.8, 0] +['MA Small', 7.71, 48.59, 'Fast', 1984, 1984, 1.0, 1.2, 0] ['CA Walsh', 7.55, 24.44, 'Fast', 1984, 2001, 0.4482758620689655, 0.9255452082294352, 22] -['CG Butts', 10.44, 41.49, 'PartSpin', 1985, 1988, 0.3870967741935484, 0.8384296705464587, 0] -['CA Best', 24.41, 135.16, 'Bat', 1986, 1990, 0.46530612244897956, 1.5384615384615383, 0] -['BP Patterson', 5.41, 36.27, 'Fast', 1986, 1992, 0.3589108910891089, 1.3080313763685063, 0] -['TRO Payne', 20.72, 390.75, 'WK', 1986, 1986, 0.8333333333333334, 1.4, 0] -['AH Gray', 8.39, 33.44, 'Fast', 1986, 1987, 0.3582089552238806, 0.9296705464588675, 0] +['CG Butts', 10.44, 41.49, 'Spin', 1985, 1988, 0.3870967741935484, 0.8384296705464587, 0] +['CA Best', 24.41, 50.74, 'Bat', 1986, 1990, 0.46530612244897956, 1.2, 0] +['BP Patterson', 5.41, 36.27, 'Fast', 1986, 1992, 0.3589108910891089, 1.2, 0] +['TRO Payne', 20.72, 390.75, 'WK', 1986, 1986, 0.8333333333333334, 1.2, 0] +['AH Gray', 8.39, 33.72, 'Fast', 1986, 1987, 0.3582089552238806, 0.9296705464588675, 0] ['WKM Benjamin', 17.58, 35.62, 'Fast', 1987, 1995, 0.6017925736235595, 0.9805029837514948, 0] ['CL Hooper', 36.69, 49.73, 'PartSpin', 1987, 2002, 0.5027045890769499, 0.8912966111748191, 22] ['PV Simmons', 22.26, 49.52, 'OpenPartMed', 1988, 1997, 0.5183652353854112, 0.9018809657495788, 0] @@ -1658,1244 +1662,1250 @@ ['IR Bishop', 12.23, 26.17, 'Fast', 1989, 1998, 0.36259323006310956, 1.0144792759280687, 0] ['EA Moseley', 10.05, 38.57, 'Fast', 1990, 1990, 0.5833333333333334, 1.0989010989010988, 0] ['BC Lara', 52.89, 200.0, 'Bat', 1990, 2006, 0.6051232724143168, 0.9893992932862191, 47] -['IBA Allen', 6.82, 54.34, 'Fast', 1991, 1991, 0.3333333333333333, 1.402852466682254, 0] +['IBA Allen', 6.82, 54.34, 'Fast', 1991, 1991, 0.3333333333333333, 1.2, 0] ['CB Lambert', 27.82, 201.21, 'OpenBat', 1991, 1998, 0.40226628895184136, 1.090909090909091, 0] ['JC Adams', 41.93, 65.64, 'PartSpin', 1992, 2001, 0.37570163402769113, 1.0179978359926243, 15] ['KCG Benjamin', 7.96, 34.89, 'Fast', 1992, 1998, 0.4157303370786517, 1.188335959856859, 0] -['D Williams', 12.87, 410.68, 'WK', 1992, 1998, 0.3209549071618037, 1.4, 0] -['JR Murray', 22.39, 400.0, 'WK', 1993, 2002, 0.5497005988023952, 1.4, 0] -['AC Cummins', 13.02, 53.45, 'Fast', 1993, 1994, 0.4206008583690987, 1.207413945278023, 0] +['D Williams', 12.87, 410.68, 'WK', 1992, 1998, 0.3209549071618037, 1.2, 0] +['JR Murray', 22.39, 400.0, 'WK', 1993, 2002, 0.5497005988023952, 1.2, 0] +['AC Cummins', 13.02, 53.45, 'Fast', 1993, 1994, 0.4206008583690987, 1.2, 0] ['S Chanderpaul', 48.49, 72.99, 'Bat', 1994, 2015, 0.4331812374520898, 0.9950416948388551, 14] -['SC Williams', 24.14, 200.0, 'OpenBat', 1994, 2002, 0.49978876214617657, 2.237926972909305, 0] +['SC Williams', 24.14, 200.0, 'OpenBat', 1994, 2002, 0.49978876214617657, 1.2, 0] ['CE Cuffy', 3.47, 40.26, 'Fast', 1994, 2002, 0.22745098039215686, 0.9164603843464787, 0] ['R Dhanraj', 5.06, 49.28, 'Spin', 1994, 1996, 0.13709677419354838, 1.1986381858594268, 0] -['SL Campbell', 32.38, 400.0, 'OpenBat', 1995, 2002, 0.40257019136750943, 1.4, 0] -['CO Browne', 16.29, 395.13, 'WK', 1995, 2005, 0.40020682523267836, 1.4, 0] -['OD Gibson', 16.72, 43.89, 'Fast', 1995, 1999, 0.5344827586206896, 1.2529615454711134, 0] -['RG Samuels', 24.79, 406.5, 'OpenBat', 1996, 1997, 0.43508771929824563, 1.4, 0] -['PIC Thompson', 9.79, 55.07, 'Fast', 1996, 1997, 0.5, 2.049961861174676, 0] -['AFG Griffith', 22.8, 400.0, 'OpenBat', 1997, 2000, 0.30970873786407765, 1.4, 0] -['RIC Holder', 23.97, 400.0, 'Bat', 1997, 1999, 0.3941908713692946, 1.4, 0] +['SL Campbell', 32.38, 400.0, 'OpenBat', 1995, 2002, 0.40257019136750943, 1.2, 0] +['CO Browne', 16.29, 395.13, 'WK', 1995, 2005, 0.40020682523267836, 1.2, 0] +['OD Gibson', 16.72, 43.89, 'Fast', 1995, 1999, 0.5344827586206896, 1.2, 0] +['RG Samuels', 24.79, 406.5, 'OpenBat', 1996, 1997, 0.43508771929824563, 1.2, 0] +['PIC Thompson', 9.79, 55.07, 'Fast', 1996, 1997, 0.5, 1.2, 0] +['AFG Griffith', 22.8, 400.0, 'OpenBat', 1997, 2000, 0.30970873786407765, 1.2, 0] +['RIC Holder', 23.97, 400.0, 'Bat', 1997, 1999, 0.3941908713692946, 1.2, 0] ['FA Rose', 11.85, 39.76, 'Fast', 1997, 2000, 0.5165165165165165, 1.1109703515018798, 0] ['M Dillon', 8.34, 35.05, 'Fast', 1997, 2004, 0.39753801593048516, 1.038256698227236, 0] -['FL Reifer', 15.31, 385.36, 'Bat', 1997, 2009, 0.3217391304347826, 1.4, 2] -['RN Lewis', 12.77, 55.34, 'PartSpin', 1997, 2008, 0.45408163265306123, 1.0362969051235338, 0] -['PA Wallace', 21.8, 400.0, 'OpenBat', 1997, 1999, 0.578838174273859, 1.4, 0] +['FL Reifer', 15.31, 385.36, 'Bat', 1997, 2009, 0.3217391304347826, 1.2, 2] +['RN Lewis', 12.77, 55.34, 'Spin', 1997, 2008, 0.45408163265306123, 1.0362969051235338, 0] +['PA Wallace', 21.8, 400.0, 'OpenBat', 1997, 1999, 0.578838174273859, 1.2, 0] ['NAM McLean', 11.58, 42.04, 'Fast', 1998, 2001, 0.4986449864498645, 1.16660507335141, 0] ['D Ramnarine', 5.77, 38.15, 'Spin', 1998, 2002, 0.24824355971896955, 0.813098947615968, 0] -['RD Jacobs', 27.64, 390.37, 'WK', 1998, 2004, 0.4780189204229271, 1.4, 2] +['RD Jacobs', 27.64, 390.37, 'WK', 1998, 2004, 0.4780189204229271, 1.2, 2] ['D Ganga', 24.77, 192.68, 'OpenBat', 1998, 2008, 0.38876889848812096, 1.1359982852856074, 2] ['RD King', 3.38, 39.74, 'Fast', 1999, 2005, 0.20689655172413793, 1.0103404919361265, 0] ['PT Collins', 5.69, 35.19, 'Fast', 1999, 2006, 0.33523537803138376, 1.0578051671376347, 0] -['DRE Joseph', 17.91, 396.3, 'Bat', 1999, 1999, 0.43788819875776397, 1.4, 0] -['S Ragoonath', 15.86, 396.3, 'OpenBat', 1999, 1999, 0.30952380952380953, 1.4, 0] +['DRE Joseph', 17.91, 396.3, 'Bat', 1999, 1999, 0.43788819875776397, 1.2, 0] +['S Ragoonath', 15.86, 396.3, 'OpenBat', 1999, 1999, 0.30952380952380953, 1.2, 0] ['NO Perry', 12.04, 41.21, 'Spin', 1999, 1999, 0.4111111111111111, 1.1556799336650083, 0] -['LA Roberts', 15.16, 396.3, 'Bat', 1999, 1999, 0.0, 1.4, 0] +['LA Roberts', 15.16, 396.3, 'Bat', 1999, 1999, 0.0, 1.2, 0] ['CD Collymore', 6.76, 34.44, 'Fast', 1999, 2007, 0.3068535825545171, 0.94493291259423, 0] -['RL Powell', 15.35, 145.36, 'PartSpin', 1999, 2004, 0.6973684210526315, 1.260612297401595, 0] +['RL Powell', 15.35, 64.36, 'PartSpin', 1999, 2004, 0.6973684210526315, 1.2, 0] ['CH Gayle', 38.79, 46.07, 'OpenPartSpin', 2000, 2014, 0.6026733500417711, 0.8359624620702127, 20] ['WW Hinds', 31.96, 52.4, 'OpenPartMed', 2000, 2005, 0.47774317640593517, 1.0542711382852308, 0] ['RR Sarwan', 36.9, 56.57, 'Bat', 2000, 2011, 0.4679589875040051, 1.0990568712317375, 4] ['MV Nagamootoo', 14.14, 46.91, 'Spin', 2000, 2002, 0.5255681818181818, 0.8642678823401714, 0] -['MI Black', 3.51, 49.29, 'Fast', 2000, 2002, 0.16666666666666666, 1.268485466598674, 0] +['MI Black', 3.51, 49.29, 'Fast', 2000, 2002, 0.16666666666666666, 1.2, 0] ['MN Samuels', 29.96, 59.47, 'PartSpin', 2000, 2016, 0.4765786592042828, 1.0603695029924538, 0] ['CEL Stuart', 4.11, 49.09, 'Fast', 2000, 2001, 0.16901408450704225, 1.1562822212402415, 0] -['NC McGarrell', 12.77, 40.6, 'Spin', 2001, 2001, 0.2837209302325581, 0.7576264383195076, 0] -['LV Garrick', 18.02, 390.37, 'OpenBat', 2001, 2001, 0.35526315789473684, 1.4, 0] +['NC McGarrell', 12.77, 40.6, 'Spin', 2001, 2001, 0.2837209302325581, 0.8, 0] +['LV Garrick', 18.02, 390.37, 'OpenBat', 2001, 2001, 0.35526315789473684, 1.2, 0] ['RO Hinds', 20.09, 45.29, 'PartSpin', 2002, 2009, 0.40562248995983935, 0.9537695824243289, 0] ['A Sanford', 4.37, 48.81, 'Fast', 2002, 2004, 0.21951219512195122, 1.1832457437769457, 0] ['DBL Powell', 7.22, 46.36, 'Fast', 2002, 2009, 0.3567046450482033, 1.0983818577989701, 0] -['GR Breese', 14.96, 48.84, 'Spin', 2002, 2002, 0.19230769230769232, 1.4409734576247064, 0] -['JJC Lawson', 3.97, 42.81, 'Fast', 2002, 2005, 0.2937853107344633, 1.2541057031949836, 0] +['GR Breese', 14.96, 48.84, 'Spin', 2002, 2002, 0.19230769230769232, 1.2, 0] +['JJC Lawson', 3.97, 42.81, 'Fast', 2002, 2005, 0.2937853107344633, 1.2, 0] ['VC Drakes', 16.91, 38.19, 'Fast', 2002, 2004, 0.4713064713064713, 1.0374284165506142, 0] ['DS Smith', 22.48, 183.49, 'OpenBat', 2003, 2015, 0.46688159437280186, 0.9493670886075948, 0] -['CS Baugh', 16.51, 367.2, 'WK', 2003, 2012, 0.5, 1.4, 0] -['DE Bernard', 17.88, 43.27, 'PartFast', 2003, 2009, 0.531578947368421, 1.3701673826099838, 0] +['CS Baugh', 16.51, 367.2, 'WK', 2003, 2012, 0.5, 1.2, 0] +['DE Bernard', 17.88, 43.27, 'PartFast', 2003, 2009, 0.531578947368421, 1.2, 0] ['OAC Banks', 17.98, 56.21, 'Spin', 2003, 2005, 0.38922888616891066, 1.1163649133122637, 0] ['TL Best', 11.1, 41.41, 'Fast', 2003, 2013, 0.5679886685552408, 1.1743297965041777, 0] ['JE Taylor', 11.97, 32.31, 'Fast', 2003, 2016, 0.6257309941520468, 1.0966003756509024, 0] -['FH Edwards', 6.03, 35.24, 'Fast', 2003, 2012, 0.28203292770221905, 1.2396226976522748, 0] -['D Mohammed', 13.34, 43.06, 'Spin', 2004, 2006, 0.7165605095541401, 1.213993639254884, 0] +['FH Edwards', 6.03, 35.24, 'Fast', 2003, 2012, 0.28203292770221905, 1.2, 0] +['D Mohammed', 13.34, 43.06, 'Spin', 2004, 2006, 0.7165605095541401, 1.2, 0] ['DR Smith', 18.57, 49.61, 'PartMed', 2004, 2006, 0.700218818380744, 1.0227441653039988, 0] ['DJ Bravo', 28.9, 42.27, 'Fast', 2004, 2010, 0.48597305058537665, 1.0092351199681853, 1] -['SC Joseph', 15.98, 184.45, 'OpenBat', 2004, 2007, 0.37789203084832906, 1.2738853503184713, 0] +['SC Joseph', 15.98, 184.45, 'OpenBat', 2004, 2007, 0.37789203084832906, 1.2, 0] ['N Deonarine', 23.04, 46.26, 'PartSpin', 2005, 2013, 0.4195601851851852, 0.9007301851992217, 0] -['DJ Pagon', 15.98, 372.44, 'Bat', 2005, 2005, 0.37755102040816324, 1.4, 0] -['DM Washington', 10.04, 123.12, 'PartFast', 2005, 2005, 0.28, 1.0344827586206895, 0] -['XM Marshall', 14.58, 183.88, 'OpenBat', 2005, 2009, 0.4979508196721312, 0.0, 0] -['RS Morton', 20.74, 184.45, 'Bat', 2005, 2008, 0.48070469798657717, 1.447596988998263, 0] -['D Ramdin', 23.88, 369.12, 'WK', 2005, 2016, 0.4874684608915055, 1.4, 13] -['RR Ramdass', 15.06, 372.44, 'OpenBat', 2005, 2005, 0.5098039215686274, 1.4, 0] +['DJ Pagon', 15.98, 372.44, 'Bat', 2005, 2005, 0.37755102040816324, 1.2, 0] +['DM Washington', 10.04, 59.98, 'Fast', 2005, 2005, 0.28, 1.0344827586206895, 0] +['XM Marshall', 14.58, 183.88, 'OpenBat', 2005, 2009, 0.4979508196721312, 1.2, 0] +['RS Morton', 20.74, 184.45, 'Bat', 2005, 2008, 0.48070469798657717, 1.2, 0] +['D Ramdin', 23.88, 369.12, 'WK', 2005, 2016, 0.4874684608915055, 1.2, 13] +['RR Ramdass', 15.06, 372.44, 'OpenBat', 2005, 2005, 0.5098039215686274, 1.2, 0] ['IDR Bradshaw', 11.77, 42.09, 'Fast', 2006, 2006, 0.2696629213483146, 1.0106240291458979, 0] ['DJG Sammy', 20.01, 37.71, 'Fast', 2007, 2013, 0.6788096459722934, 0.9186635029583388, 30] -['BA Parchment', 14.15, 367.2, 'OpenBat', 2008, 2008, 0.3353658536585366, 1.4, 0] +['BA Parchment', 14.15, 367.2, 'OpenBat', 2008, 2008, 0.3353658536585366, 1.2, 0] ['SJ Benn', 13.12, 37.16, 'Spin', 2008, 2015, 0.6059850374064838, 0.887943852298205, 0] -['S Chattergoon', 16.26, 367.2, 'OpenBat', 2008, 2008, 0.43944636678200694, 1.4, 0] -['AS Jaggernauth', 6.02, 38.28, 'PartSpin', 2008, 2008, 0.0, 1.3250517598343685, 0] -['LS Baker', 5.72, 58.97, 'PartFast', 2008, 2009, 0.41818181818181815, 1.1399711399711399, 0] +['S Chattergoon', 16.26, 367.2, 'OpenBat', 2008, 2008, 0.43944636678200694, 1.2, 0] +['AS Jaggernauth', 6.02, 38.28, 'Spin', 2008, 2008, 0.0, 1.2, 0] +['LS Baker', 5.72, 58.97, 'Fast', 2008, 2009, 0.41818181818181815, 1.1399711399711399, 0] ['BP Nash', 30.36, 75.19, 'Bat', 2008, 2011, 0.43288854003139715, 0.9532263044149428, 0] -['LMP Simmons', 17.12, 82.2, 'OpenPartFast', 2009, 2011, 0.4688026981450253, 1.4537183544303796, 0] +['LMP Simmons', 17.12, 82.2, 'OpenPartFast', 2009, 2011, 0.4688026981450253, 1.2, 0] ['RA Austin', 5.89, 35.32, 'Spin', 2009, 2009, 0.18055555555555555, 0.9027723848722528, 0] -['TM Dowlin', 20.43, 125.16, 'OpenBat', 2009, 2010, 0.46226415094339623, 0.9493670886075948, 0] -['NO Miller', 9.66, 26.61, 'PartSpin', 2009, 2009, 0.08771929824561403, 0.9637514384349826, 0] -['OJ Phillips', 16.79, 366.97, 'OpenBat', 2009, 2009, 0.5128205128205128, 1.4, 0] -['DM Richards', 19.43, 369.12, 'OpenBat', 2009, 2010, 0.7575757575757576, 1.4, 0] +['TM Dowlin', 20.43, 45.19, 'OpenBat', 2009, 2010, 0.46226415094339623, 0.9493670886075948, 0] +['NO Miller', 9.66, 33.12, 'Spin', 2009, 2009, 0.08771929824561403, 0.9637514384349826, 0] +['OJ Phillips', 16.79, 366.97, 'OpenBat', 2009, 2009, 0.5128205128205128, 1.2, 0] +['DM Richards', 19.43, 369.12, 'OpenBat', 2009, 2010, 0.7575757575757576, 1.2, 0] ['KAJ Roach', 9.52, 28.85, 'Fast', 2009, 2017, 0.34770114942528735, 1.02975931419204, 0] -['CAK Walton', 13.36, 366.97, 'WK', 2009, 2009, 0.65, 1.4, 0] -['AB Barath', 20.81, 184.56, 'OpenBat', 2009, 2012, 0.473342939481268, 1.2658227848101264, 0] +['CAK Walton', 13.36, 366.97, 'WK', 2009, 2009, 0.65, 1.2, 0] +['AB Barath', 20.81, 184.56, 'OpenBat', 2009, 2012, 0.473342939481268, 1.2, 0] ['R Rampaul', 11.32, 41.89, 'Fast', 2009, 2012, 0.5325914149443561, 0.9410877244627611, 0] -['GC Tonge', 8.17, 42.22, 'PartFast', 2009, 2009, 0.9615384615384616, 1.277124773960217, 0] -['NT Pascal', 3.63, 50.35, 'PartFast', 2010, 2010, 0.4444444444444444, 1.0982874162323157, 0] +['GC Tonge', 8.17, 42.22, 'Fast', 2009, 2009, 0.9615384615384616, 1.2, 0] +['NT Pascal', 3.63, 48.08, 'PartFast', 2010, 2010, 0.4444444444444444, 1.0982874162323157, 0] ['S Shillingford', 10.54, 33.21, 'Spin', 2010, 2014, 0.42356687898089174, 0.984723688459858, 0] -['BJ Bess', 4.2, 68.46, 'PartFast', 2010, 2010, 0.9166666666666666, 2.2395326192794545, 0] -['DM Bravo', 37.12, 185.59, 'Bat', 2010, 2016, 0.45655968846515377, 0.6389776357827477, 0] -['AD Russell', 10.8, 61.45, 'PartFast', 2010, 2010, 0.2222222222222222, 1.430930104567969, 0] +['BJ Bess', 4.2, 68.46, 'PartFast', 2010, 2010, 0.9166666666666666, 1.2, 0] +['DM Bravo', 37.12, 185.59, 'Bat', 2010, 2016, 0.45655968846515377, 0.8, 0] +['AD Russell', 10.8, 62.83, 'Fast', 2010, 2010, 0.2222222222222222, 1.2, 0] ['D Bishoo', 15.09, 33.91, 'Spin', 2011, 2017, 0.39915966386554624, 1.0186305324844438, 0] ['KC Brathwaite', 34.69, 56.27, 'OpenPartSpin', 2011, 2017, 0.4232497463400493, 1.0549478450373442, 1] -['KA Edwards', 28.21, 185.07, 'Bat', 2011, 2014, 0.48050682261208577, 1.5127388535031847, 0] -['KOA Powell', 25.89, 44.9, 'OpenBat', 2011, 2017, 0.48517520215633425, 0.0, 0] +['KA Edwards', 28.21, 185.07, 'Bat', 2011, 2014, 0.48050682261208577, 1.2, 0] +['KOA Powell', 25.89, 44.76, 'OpenBat', 2011, 2017, 0.48517520215633425, 1.2, 0] ['ST Gabriel', 4.58, 34.72, 'Fast', 2012, 2017, 0.37593984962406013, 1.064131535884049, 0] -['AB Fudadin', 18.58, 129.91, 'Bat', 2012, 2012, 0.32105263157894737, 0.7006369426751592, 0] -['SP Narine', 11.15, 42.61, 'Spin', 2012, 2013, 0.43478260869565216, 0.9855240301100174, 0] -['V Permaul', 8.52, 32.63, 'Spin', 2012, 2015, 0.7101449275362319, 1.1017820065575605, 0] -['SS Cottrell', 7.75, 45.11, 'PartFast', 2013, 2014, 0.4583333333333333, 1.3613001805806364, 0] +['AB Fudadin', 18.58, 49.71, 'Bat', 2012, 2012, 0.32105263157894737, 0.8, 0] +['SP Narine', 11.15, 43.42, 'Spin', 2012, 2013, 0.43478260869565216, 0.9855240301100174, 0] +['V Permaul', 8.52, 34.59, 'Spin', 2012, 2015, 0.7101449275362319, 1.1017820065575605, 0] +['SS Cottrell', 7.75, 45.11, 'Fast', 2013, 2014, 0.4583333333333333, 1.2, 0] ['J Blackwood', 28.51, 53.18, 'Bat', 2014, 2017, 0.592128801431127, 1.1589008363201911, 0] ['JO Holder', 27.48, 36.64, 'Fast', 2014, 2017, 0.5712945590994372, 0.8352193711995199, 21] -['LR Johnson', 22.06, 187.56, 'OpenBat', 2014, 2016, 0.484375, 0.7211538461538461, 0] -['KK Peters', 5.6, 31.79, 'Med', 2014, 2014, 0.0, 1.1022364217252396, 0] -['SD Hope', 30.29, 379.03, 'Bat', 2015, 2017, 0.4227504244482173, 1.4, 0] -['SO Dowrich', 22.19, 379.03, 'WK', 2015, 2017, 0.4716612377850163, 1.4, 0] -['R Chandrika', 14.56, 379.03, 'OpenBat', 2015, 2016, 0.3125, 1.4, 0] -['JA Warrican', 4.52, 29.08, 'Spin', 2015, 2016, 0.5701754385964912, 1.345848757271285, 0] -['CR Brathwaite', 19.73, 40.11, 'PartFast', 2015, 2016, 0.6373239436619719, 1.1480075901328273, 0] +['LR Johnson', 22.06, 187.56, 'OpenBat', 2014, 2016, 0.484375, 0.8, 0] +['KK Peters', 5.6, 35.85, 'Med', 2014, 2014, 0.0, 1.1022364217252396, 0] +['SD Hope', 30.29, 379.03, 'Bat', 2015, 2017, 0.4227504244482173, 1.2, 0] +['SO Dowrich', 22.19, 379.03, 'WK', 2015, 2017, 0.4716612377850163, 1.2, 0] +['R Chandrika', 14.56, 379.03, 'OpenBat', 2015, 2016, 0.3125, 1.2, 0] +['JA Warrican', 4.52, 32.19, 'Spin', 2015, 2016, 0.5701754385964912, 1.2, 0] +['CR Brathwaite', 19.73, 40.11, 'Fast', 2015, 2016, 0.6373239436619719, 1.1480075901328273, 0] ['RL Chase', 33.71, 41.75, 'Spin', 2016, 2017, 0.46669588080631025, 1.1012357919337132, 0] ['ML Cummins', 3.9, 33.76, 'Fast', 2016, 2017, 0.4423076923076923, 1.1147011308562196, 0] ['AS Joseph', 3.06, 36.52, 'Fast', 2016, 2017, 0.29285714285714287, 1.001230786844892, 0] -['SO Hetmyer', 21.06, 377.48, 'Bat', 2017, 2017, 0.7100977198697068, 1.4, 0] -['VA Singh', 20.76, 377.48, 'Bat', 2017, 2017, 0.3165829145728643, 1.4, 0] -['KA Hope', 16.89, 377.48, 'Bat', 2017, 2017, 0.404, 1.4, 0] -['SW Ambris', 17.99, 377.48, 'Bat', 2017, 2017, 0.5102040816326531, 1.4, 0] +['SO Hetmyer', 21.06, 377.48, 'Bat', 2017, 2017, 0.7100977198697068, 1.2, 0] +['VA Singh', 20.76, 377.48, 'Bat', 2017, 2017, 0.3165829145728643, 1.2, 0] +['KA Hope', 16.89, 377.48, 'Bat', 2017, 2017, 0.404, 1.2, 0] +['SW Ambris', 17.99, 377.48, 'Bat', 2017, 2017, 0.5102040816326531, 1.2, 0] ['RA Reifer', 16.88, 33.44, 'Fast', 2017, 2017, 0.26262626262626265, 0.9431939978563773, 0] -['RC Blunt', 25.53, 50.58, 'PartSpin', 1930, 1932, 0.5, 1.2006512006512007, 0] -['CS Dempster', 40.4, 198.87, 'OpenBat', 1930, 1933, 0.5, 4.743083003952569, 0] -['GR Dickinson', 9.95, 44.97, 'Fast', 1930, 1932, 0.5, 1.2934220251293422, 0] -['H Foley', 12.65, 387.72, 'OpenBat', 1930, 1930, 0.5, 1.4, 0] -['M Henderson', 7.89, 50.44, 'Fast', 1930, 1930, 0.5, 1.6998671978751663, 0] -['KC James', 11.45, 397.75, 'WK', 1930, 1933, 0.5, 1.4, 0] -['TC Lowry', 21.46, 131.58, 'Bat', 1930, 1931, 0.5, 0.9960159362549803, 7] -['WE Merritt', 11.53, 38.91, 'Spin', 1930, 1931, 0.5, 1.5757482888956995, 0] -['ML Page', 21.0, 51.83, 'PartSpin', 1930, 1937, 0.5, 1.4285125329815302, 7] -['AW Roberts', 19.82, 45.89, 'PartMed', 1930, 1937, 0.5, 1.0671977124183005, 0] -['EG McLeod', 17.67, 135.09, 'Bat', 1930, 1930, 0.5, 0.9960159362549803, 0] -['JE Mills', 21.45, 397.75, 'OpenBat', 1930, 1933, 0.5, 1.4, 0] -['GL Weir', 22.54, 61.05, 'PartMed', 1930, 1937, 0.5, 1.4322916666666667, 0] -['CFW Allcott', 17.16, 49.76, 'PartSpin', 1930, 1932, 0.5, 1.0680723367290532, 0] -['HM McGirr', 17.57, 45.98, 'PartMed', 1930, 1930, 0.5, 1.5272244355909694, 0] -['AM Matheson', 13.3, 47.63, 'PartMed', 1930, 1931, 0.5, 1.1528354666440621, 0] +['FT Badcock', 15.75, 39.33, 'Fast', 1930, 1933, 0.5, 0.8996519379387647, 0] +['RC Blunt', 25.53, 50.58, 'PartSpin', 1930, 1932, 0.5, 1.2, 0] +['CS Dempster', 40.4, 198.87, 'OpenBat', 1930, 1933, 0.5, 1.2, 0] +['GR Dickinson', 9.95, 44.97, 'Fast', 1930, 1932, 0.5, 1.2, 0] +['H Foley', 12.65, 387.72, 'OpenBat', 1930, 1930, 0.5, 1.2, 0] +['M Henderson', 7.89, 50.44, 'Fast', 1930, 1930, 0.5, 1.2, 0] +['KC James', 11.45, 397.75, 'WK', 1930, 1933, 0.5, 1.2, 0] +['TC Lowry', 21.46, 47.58, 'Bat', 1930, 1931, 0.5, 0.9960159362549803, 7] +['WE Merritt', 11.53, 38.91, 'Spin', 1930, 1931, 0.5, 1.2, 0] +['ML Page', 21.0, 51.83, 'PartSpin', 1930, 1937, 0.5, 1.2, 7] +['AW Roberts', 19.82, 45.89, 'Med', 1930, 1937, 0.5, 1.0671977124183005, 0] +['EG McLeod', 17.67, 51.08, 'Bat', 1930, 1930, 0.5, 0.9960159362549803, 0] +['JE Mills', 21.45, 397.75, 'OpenBat', 1930, 1933, 0.5, 1.2, 0] +['GL Weir', 22.54, 61.05, 'PartMed', 1930, 1937, 0.5, 1.2, 0] +['CFW Allcott', 17.16, 49.76, 'Spin', 1930, 1932, 0.5, 1.0680723367290532, 0] +['HM McGirr', 17.57, 45.98, 'Med', 1930, 1930, 0.5, 1.2, 0] +['AM Matheson', 13.3, 47.63, 'Med', 1930, 1931, 0.5, 1.1528354666440621, 0] ['IB Cromb', 17.8, 47.34, 'Fast', 1931, 1932, 0.5, 1.091897233201581, 0] -['JL Kerr', 18.39, 381.92, 'Bat', 1931, 1937, 0.5, 1.4, 0] +['JL Kerr', 18.39, 381.92, 'Bat', 1931, 1937, 0.5, 1.2, 0] ['HG Vivian', 25.6, 43.38, 'OpenSpin', 1931, 1937, 0.5, 1.1316504576659039, 0] -['DC Cleverley', 3.25, 127.76, 'PartFast', 1932, 1946, 0.5, 1.3565689241364918, 0] -['J Newman', 10.4, 76.34, 'PartMed', 1932, 1933, 0.5, 1.417344803534062, 0] -['DL Freeman', 7.0, 94.04, 'PartSpin', 1933, 1933, 0.5, 1.6568627450980393, 0] -['HD Smith', 11.26, 74.9, 'PartFast', 1933, 1933, 0.5, 2.215686274509804, 0] -['PE Whitelaw', 21.67, 387.97, 'OpenBat', 1933, 1933, 0.5, 1.4, 0] -['JA Dunning', 7.35, 49.0, 'PartMed', 1933, 1937, 0.5, 1.3813393107312972, 0] -['J Cowie', 6.0, 28.14, 'Fast', 1937, 1949, 0.5, 1.1421768547113322, 0] -['MP Donnelly', 31.21, 121.24, 'Bat', 1937, 1949, 0.5, 1.5936254980079683, 0] -['WA Hadlee', 23.78, 345.42, 'Bat', 1937, 1951, 0.5, 1.4, 8] -['DAR Moloney', 17.86, 135.07, 'Bat', 1937, 1937, 0.5, 1.7374517374517375, 0] -['EWT Tindill', 14.02, 353.36, 'WK', 1937, 1947, 0.5, 1.4, 0] -['WM Wallace', 21.3, 181.82, 'Bat', 1937, 1953, 0.5, 2.032520325203252, 2] +['DC Cleverley', 3.25, 74.9, 'Fast', 1932, 1946, 0.5, 1.2, 0] +['J Newman', 10.4, 76.34, 'Med', 1932, 1933, 0.5, 1.2, 0] +['DL Freeman', 7.0, 94.04, 'Spin', 1933, 1933, 0.5, 1.2, 0] +['HD Smith', 11.26, 74.9, 'Fast', 1933, 1933, 0.5, 1.2, 0] +['PE Whitelaw', 21.67, 387.97, 'OpenBat', 1933, 1933, 0.5, 1.2, 0] +['JA Dunning', 7.35, 49.0, 'Med', 1933, 1937, 0.5, 1.2, 0] +['J Cowie', 6.0, 28.93, 'Fast', 1937, 1949, 0.5, 1.1421768547113322, 0] +['MP Donnelly', 31.21, 47.67, 'Bat', 1937, 1949, 0.5, 1.2, 0] +['WA Hadlee', 23.78, 345.42, 'Bat', 1937, 1951, 0.5, 1.2, 8] +['DAR Moloney', 17.86, 51.06, 'Bat', 1937, 1937, 0.5, 1.2, 0] +['EWT Tindill', 14.02, 353.36, 'WK', 1937, 1947, 0.5, 1.2, 0] +['WM Wallace', 21.3, 181.82, 'Bat', 1937, 1953, 0.5, 1.2, 2] ['N Gallichan', 10.38, 46.31, 'Spin', 1937, 1937, 0.5, 0.9915759915759916, 0] -['WM Anderson', 17.73, 375.47, 'OpenBat', 1946, 1946, 0.5, 1.4, 0] +['WM Anderson', 17.73, 375.47, 'OpenBat', 1946, 1946, 0.5, 1.2, 0] ['C Burke', 9.13, 41.29, 'Spin', 1946, 1946, 0.5, 1.1363636363636365, 0] -['LA Butterfield', 9.68, 123.4, 'PartFast', 1946, 1946, 0.5, 0.7692307692307694, 0] -['DAN McRae', 9.64, 124.97, 'PartMed', 1946, 1946, 0.5, 1.3095238095238098, 0] -['CG Rowe', 9.21, 375.47, 'Bat', 1946, 1946, 0.5, 1.4, 0] -['VJ Scott', 28.75, 134.07, 'OpenBat', 1946, 1952, 0.5, 1.9943019943019946, 0] -['TB Burtt', 13.91, 35.26, 'Spin', 1947, 1953, 0.5, 1.1719865171465633, 0] -['RH Scott', 16.3, 58.19, 'PartMed', 1947, 1947, 0.5, 1.3518450858604312, 0] -['FB Smith', 23.08, 398.14, 'Bat', 1947, 1952, 0.5, 1.4, 0] -['CA Snedden', 7.47, 131.15, 'PartSpin', 1947, 1947, 0.5, 1.207983193277311, 0] -['B Sutcliffe', 42.78, 75.6, 'OpenBat', 1947, 1965, 0.5, 1.7203727474286095, 4] -['DD Taylor', 16.96, 410.12, 'Bat', 1947, 1956, 0.5, 1.4, 0] +['LA Butterfield', 9.68, 43.88, 'PartFast', 1946, 1946, 0.5, 0.8, 0] +['DAN McRae', 9.64, 45.13, 'PartMed', 1946, 1946, 0.5, 1.2, 0] +['CG Rowe', 9.21, 375.47, 'Bat', 1946, 1946, 0.5, 1.2, 0] +['VJ Scott', 28.75, 48.51, 'OpenBat', 1946, 1952, 0.5, 1.2, 0] +['TB Burtt', 13.91, 36.21, 'Spin', 1947, 1953, 0.5, 1.1719865171465633, 0] +['RH Scott', 16.3, 58.19, 'Med', 1947, 1947, 0.5, 1.2, 0] +['FB Smith', 23.08, 398.14, 'Bat', 1947, 1952, 0.5, 1.2, 0] +['CA Snedden', 7.47, 48.79, 'Spin', 1947, 1947, 0.5, 1.2, 0] +['B Sutcliffe', 42.78, 75.6, 'OpenBat', 1947, 1965, 0.5, 1.2, 4] +['DD Taylor', 16.96, 410.12, 'Bat', 1947, 1956, 0.5, 1.2, 0] ['HB Cave', 9.76, 43.62, 'Med', 1949, 1958, 0.5, 0.9688476194879043, 9] -['FLH Mooney', 16.13, 205.06, 'WK', 1949, 1954, 0.5, 0.0, 0] -['GO Rabone', 24.85, 47.92, 'PartSpin', 1949, 1955, 0.5, 1.2172135075556691, 5] -['JR Reid', 35.16, 35.73, 'PartFast', 1949, 1965, 0.5, 0.9786407766990292, 34] -['GF Cresswell', 3.21, 37.9, 'Med', 1949, 1951, 0.5, 1.1668331668331668, 0] -['JA Hayes', 5.72, 41.84, 'Fast', 1951, 1958, 0.5, 1.2240895184610872, 0] +['FLH Mooney', 16.13, 205.06, 'WK', 1949, 1954, 0.5, 1.2, 0] +['GO Rabone', 24.85, 47.92, 'PartSpin', 1949, 1955, 0.5, 1.2, 5] +['JR Reid', 35.16, 35.88, 'PartFast', 1949, 1965, 0.5, 0.9786407766990292, 34] +['GF Cresswell', 3.21, 38.66, 'Med', 1949, 1951, 0.5, 1.1668331668331668, 0] +['JA Hayes', 5.72, 41.84, 'Fast', 1951, 1958, 0.5, 1.2, 0] ['AR MacGibbon', 21.36, 38.58, 'Fast', 1951, 1958, 0.5, 1.0269763549788147, 0] -['AM Moir', 14.13, 46.23, 'Spin', 1951, 1959, 0.5, 1.4527448134551353, 0] -['DD Beard', 15.08, 38.37, 'Med', 1952, 1956, 0.5, 1.008134061801066, 0] -['RWG Emery', 15.83, 49.89, 'OpenBat', 1952, 1952, 0.5, 3.001154290111581, 0] -['JG Leggat', 23.56, 430.42, 'OpenBat', 1952, 1956, 0.5, 1.4, 0] -['RW Blair', 7.24, 32.28, 'Fast', 1953, 1964, 0.5, 1.1410280549802299, 0] -['FE Fisher', 14.39, 61.89, 'PartMed', 1953, 1953, 0.5, 1.0196078431372548, 0] -['EM Meuli', 15.94, 415.66, 'Bat', 1953, 1953, 0.5, 1.4, 0] -['LSM Miller', 17.37, 213.37, 'OpenBat', 1953, 1958, 0.5, 1.345291479820628, 0] +['AM Moir', 14.13, 46.23, 'Spin', 1951, 1959, 0.5, 1.2, 0] +['DD Beard', 15.08, 40.7, 'Med', 1952, 1956, 0.5, 1.008134061801066, 0] +['RWG Emery', 15.83, 49.89, 'OpenBat', 1952, 1952, 0.5, 1.2, 0] +['JG Leggat', 23.56, 430.42, 'OpenBat', 1952, 1956, 0.5, 1.2, 0] +['RW Blair', 7.24, 36.91, 'Fast', 1953, 1964, 0.5, 1.1410280549802299, 0] +['FE Fisher', 14.39, 61.89, 'Med', 1953, 1953, 0.5, 1.0196078431372548, 0] +['EM Meuli', 15.94, 415.66, 'Bat', 1953, 1953, 0.5, 1.2, 0] +['LSM Miller', 17.37, 213.37, 'OpenBat', 1953, 1958, 0.5, 1.2, 0] ['ME Chapple', 19.01, 44.94, 'Bat', 1953, 1966, 0.5, 0.8874489364699253, 1] -['EW Dempster', 14.57, 61.22, 'PartSpin', 1953, 1954, 0.5, 1.083157478237932, 0] -['MB Poore', 15.91, 52.88, 'PartSpin', 1953, 1956, 0.5, 1.253101454553732, 0] +['EW Dempster', 14.57, 61.22, 'Spin', 1953, 1954, 0.5, 1.083157478237932, 0] +['MB Poore', 15.91, 52.88, 'PartSpin', 1953, 1956, 0.5, 1.2, 0] ['GWF Overton', 2.47, 45.27, 'Fast', 1953, 1954, 0.5, 0.9522227758401152, 0] -['JEF Beck', 20.59, 430.42, 'Bat', 1953, 1956, 0.5, 1.4, 0] -['W Bell', 16.04, 89.1, 'PartSpin', 1954, 1954, 0.5, 1.2877535550217822, 0] -['IB Leggat', 12.21, 151.38, 'PartMed', 1954, 1954, 0.5, 0.672645739910314, 0] -['IA Colquhoun', 8.84, 434.15, 'WK', 1955, 1955, 0.5, 1.4, 0] -['SN McGregor', 20.09, 405.41, 'Bat', 1955, 1965, 0.5, 1.4, 0] -['L Watt', 13.88, 434.15, 'Bat', 1955, 1955, 0.5, 1.4, 0] +['JEF Beck', 20.59, 430.42, 'Bat', 1953, 1956, 0.5, 1.2, 0] +['W Bell', 16.04, 89.1, 'Spin', 1954, 1954, 0.5, 1.2, 0] +['IB Leggat', 12.21, 58.13, 'PartMed', 1954, 1954, 0.5, 0.8, 0] +['IA Colquhoun', 8.84, 434.15, 'WK', 1955, 1955, 0.5, 1.2, 0] +['SN McGregor', 20.09, 405.41, 'Bat', 1955, 1965, 0.5, 1.2, 0] +['L Watt', 13.88, 434.15, 'Bat', 1955, 1955, 0.5, 1.2, 0] ['JC Alabaster', 9.34, 38.38, 'Spin', 1955, 1972, 0.5, 1.1814768778062454, 0] -['PGZ Harris', 19.59, 139.83, 'Bat', 1955, 1965, 0.5, 0.8733624454148471, 0] -['TG McMahon', 5.8, 426.74, 'WK', 1955, 1956, 0.5, 1.4, 0] -['NS Harford', 16.94, 426.74, 'Bat', 1955, 1958, 0.5, 1.4, 0] -['EC Petrie', 12.24, 405.41, 'WK', 1955, 1966, 0.5, 1.4, 0] -['JW Guy', 19.65, 419.14, 'Bat', 1955, 1961, 0.5, 1.4, 0] +['PGZ Harris', 19.59, 51.99, 'Bat', 1955, 1965, 0.5, 0.8733624454148471, 0] +['TG McMahon', 5.8, 426.74, 'WK', 1955, 1956, 0.5, 1.2, 0] +['NS Harford', 16.94, 426.74, 'Bat', 1955, 1958, 0.5, 1.2, 0] +['EC Petrie', 12.24, 405.41, 'WK', 1955, 1966, 0.5, 1.2, 0] +['JW Guy', 19.65, 419.14, 'Bat', 1955, 1961, 0.5, 1.2, 0] ['AF Lissette', 6.31, 48.0, 'Spin', 1956, 1956, 0.5, 1.1584454409566518, 0] -['SC Guillen', 18.39, 430.42, 'WK', 1951, 1956, 0.5, 1.4, 0] -['IM Sinclair', 12.34, 81.03, 'PartSpin', 1956, 1956, 0.5, 1.3857079620469985, 0] -['RT Barber', 13.94, 426.74, 'Bat', 1956, 1956, 0.5, 1.4, 0] -["JW D'Arcy", 14.12, 419.14, 'OpenBat', 1958, 1958, 0.5, 1.4, 0] -['T Meale', 15.28, 419.14, 'Bat', 1958, 1958, 0.5, 1.4, 0] -['WR Playle', 11.93, 405.41, 'Bat', 1958, 1963, 0.5, 1.4, 0] -['JT Sparling', 13.9, 39.42, 'PartSpin', 1958, 1964, 0.5, 1.1944769140853302, 0] -['BA Bolton', 12.94, 412.37, 'OpenBat', 1959, 1959, 0.24686192468619247, 1.4, 0] -['RM Harris', 18.12, 412.37, 'OpenBat', 1959, 1959, 0.21830985915492956, 1.4, 0] -['KW Hough', 30.72, 37.11, 'Fast', 1959, 1959, 1.1071428571428572, 1.001201441730076, 0] +['SC Guillen', 18.39, 430.42, 'WK', 1951, 1956, 0.5, 1.2, 0] +['IM Sinclair', 12.34, 81.03, 'Spin', 1956, 1956, 0.5, 1.2, 0] +['RT Barber', 13.94, 426.74, 'Bat', 1956, 1956, 0.5, 1.2, 0] +["JW D'Arcy", 14.12, 419.14, 'OpenBat', 1958, 1958, 0.5, 1.2, 0] +['T Meale', 15.28, 419.14, 'Bat', 1958, 1958, 0.5, 1.2, 0] +['WR Playle', 11.93, 405.41, 'Bat', 1958, 1963, 0.5, 1.2, 0] +['JT Sparling', 13.9, 39.86, 'PartSpin', 1958, 1964, 0.5, 1.1944769140853302, 0] +['BA Bolton', 12.94, 412.37, 'OpenBat', 1959, 1959, 0.24686192468619247, 1.2, 0] +['RM Harris', 18.12, 412.37, 'OpenBat', 1959, 1959, 0.21830985915492956, 1.2, 0] +['KW Hough', 30.72, 40.75, 'Fast', 1959, 1959, 1.1071428571428572, 1.001201441730076, 0] ['GA Bartlett', 12.41, 45.55, 'Fast', 1961, 1968, 0.5, 1.1340855719113352, 0] -['PT Barton', 16.38, 394.74, 'Bat', 1961, 1963, 0.5, 1.4, 0] -['FJ Cameron', 8.33, 31.5, 'Med', 1961, 1965, 0.5, 1.0242916101155028, 0] -['AE Dick', 13.4, 392.29, 'WK', 1961, 1965, 0.5, 1.4, 0] -['RC Motz', 11.24, 31.65, 'Fast', 1961, 1969, 0.5, 1.1282534054281366, 0] -['GT Dowling', 30.1, 193.17, 'OpenBat', 1961, 1972, 0.5, 1.330532212885154, 19] -['BW Sinclair', 28.43, 193.17, 'Bat', 1963, 1968, 0.5, 1.3445378151260503, 3] -['BW Yuile', 16.62, 34.2, 'Spin', 1963, 1969, 0.5, 1.0555689310587886, 0] -['BD Morrison', 5.29, 41.09, 'Med', 1963, 1963, 0.5, 1.7558187015108209, 0] -['MJF Shrimpton', 15.33, 45.88, 'PartSpin', 1963, 1974, 0.5, 1.543395796362926, 0] -['SG Gedye', 18.78, 395.65, 'OpenBat', 1964, 1965, 0.5, 1.4, 0] -['JT Ward', 8.04, 386.35, 'WK', 1964, 1968, 0.5, 1.4, 0] -['WP Bradburn', 12.16, 395.65, 'OpenBat', 1964, 1964, 0.5, 1.4, 0] +['PT Barton', 16.38, 394.74, 'Bat', 1961, 1963, 0.5, 1.2, 0] +['FJ Cameron', 8.33, 32.68, 'Med', 1961, 1965, 0.5, 1.0242916101155028, 0] +['AE Dick', 13.4, 392.29, 'WK', 1961, 1965, 0.5, 1.2, 0] +['RC Motz', 11.24, 31.78, 'Fast', 1961, 1969, 0.5, 1.1282534054281366, 0] +['GT Dowling', 30.1, 193.17, 'OpenBat', 1961, 1972, 0.5, 1.2, 19] +['BW Sinclair', 28.43, 193.17, 'Bat', 1963, 1968, 0.5, 1.2, 3] +['BW Yuile', 16.62, 35.43, 'Spin', 1963, 1969, 0.5, 1.0555689310587886, 0] +['BD Morrison', 5.29, 41.09, 'Med', 1963, 1963, 0.5, 1.2, 0] +['MJF Shrimpton', 15.33, 45.88, 'PartSpin', 1963, 1974, 0.5, 1.2, 0] +['SG Gedye', 18.78, 395.65, 'OpenBat', 1964, 1965, 0.5, 1.2, 0] +['JT Ward', 8.04, 386.35, 'WK', 1964, 1968, 0.5, 1.2, 0] +['WP Bradburn', 12.16, 395.65, 'OpenBat', 1964, 1964, 0.5, 1.2, 0] ['RS Cunis', 11.47, 38.8, 'Fast', 1964, 1972, 0.5, 1.114644351464435, 0] ['RO Collinge', 14.15, 30.62, 'Fast', 1965, 1978, 0.5, 1.0633246995003032, 0] ['BE Congdon', 31.65, 42.09, 'PartMed', 1965, 1978, 0.5, 0.9235518586802726, 17] -['RW Morgan', 21.1, 62.19, 'PartSpin', 1965, 1972, 0.5, 1.3724149846382667, 0] -['PB Truscott', 15.33, 389.23, 'OpenBat', 1965, 1965, 0.5, 1.4, 0] -['TW Jarvis', 23.91, 191.88, 'OpenBat', 1965, 1973, 0.5, 0.625, 0] +['RW Morgan', 21.1, 62.19, 'PartSpin', 1965, 1972, 0.5, 1.2, 0] +['PB Truscott', 15.33, 389.23, 'OpenBat', 1965, 1965, 0.5, 1.2, 0] +['TW Jarvis', 23.91, 191.88, 'OpenBat', 1965, 1973, 0.5, 0.8, 0] ['V Pollard', 23.36, 47.6, 'PartSpin', 1965, 1973, 0.5, 1.047839855236372, 0] ['BR Taylor', 19.58, 30.21, 'Fast', 1965, 1973, 0.5, 1.1655352068203348, 0] -['GE Vivian', 16.52, 74.84, 'PartSpin', 1965, 1972, 0.5, 1.3566628629390136, 0] -['GP Bilby', 17.8, 386.35, 'OpenBat', 1966, 1966, 0.5, 1.4, 0] -['N Puna', 8.72, 40.66, 'PartSpin', 1966, 1966, 0.5, 1.2605042016806722, 0] +['GE Vivian', 16.52, 74.84, 'PartSpin', 1965, 1972, 0.5, 1.2, 0] +['GP Bilby', 17.8, 386.35, 'OpenBat', 1966, 1966, 0.5, 1.2, 0] +['N Puna', 8.72, 40.66, 'Spin', 1966, 1966, 0.5, 1.2, 0] ['MG Burgess', 30.85, 53.47, 'Bat', 1968, 1980, 0.5, 1.0216867469879518, 10] -['RI Harford', 8.06, 384.62, 'WK', 1968, 1968, 0.5, 1.4, 0] -['BAG Murray', 22.41, 35.58, 'OpenBat', 1968, 1971, 0.5, 0.0, 0] +['RI Harford', 8.06, 384.62, 'WK', 1968, 1968, 0.5, 1.2, 0] +['BAG Murray', 22.41, 35.58, 'OpenBat', 1968, 1971, 0.5, 1.2, 0] ['K Thomson', 17.22, 192.31, 'Bat', 1968, 1968, 0.5, 1.075911536162582, 0] ['BF Hastings', 29.67, 196.46, 'Bat', 1969, 1976, 0.5, 0.9857612267250822, 0] -['BD Milburn', 6.57, 383.75, 'WK', 1969, 1969, 0.5, 1.4, 0] +['BD Milburn', 6.57, 383.75, 'WK', 1969, 1969, 0.5, 1.2, 0] ['GM Turner', 44.67, 200.13, 'OpenBat', 1969, 1983, 0.5, 0.9881422924901186, 10] ['DR Hadlee', 14.16, 36.96, 'Fast', 1969, 1978, 0.5, 1.1741961908662706, 0] ['HJ Howarth', 10.89, 36.69, 'Spin', 1969, 1977, 0.5, 0.870452810757314, 0] -['KJ Wadsworth', 21.11, 392.93, 'WK', 1969, 1976, 0.5, 1.4, 0] -['MG Webb', 5.69, 45.38, 'PartFast', 1971, 1974, 0.5, 1.5504641516887219, 0] +['KJ Wadsworth', 21.11, 392.93, 'WK', 1969, 1976, 0.5, 1.2, 0] +['MG Webb', 5.69, 45.38, 'Fast', 1971, 1974, 0.5, 1.2, 0] ['Sir RJ Hadlee', 27.33, 22.43, 'Fast', 1973, 1990, 0.5, 0.9890933191176682, 0] -['JM Parker', 24.57, 56.41, 'Bat', 1973, 1980, 0.5, 1.4229249011857708, 1] +['JM Parker', 24.57, 56.41, 'Bat', 1973, 1980, 0.5, 1.2, 1] ["DR O'Sullivan", 9.33, 47.03, 'Spin', 1973, 1976, 0.5, 1.0705539358600582, 0] -['RE Redmond', 22.84, 395.0, 'OpenBat', 1973, 1973, 0.5, 1.4, 0] -['B Andrews', 5.72, 40.01, 'PartMed', 1974, 1974, 0.4489795918367347, 1.4437499999999999, 0] -['JFM Morrison', 21.94, 49.96, 'OpenBat', 1974, 1982, 0.5, 0.6158917418459402, 0] -['JV Coney', 37.43, 48.91, 'PartMed', 1974, 1987, 0.5, 0.7657095297544736, 15] +['RE Redmond', 22.84, 395.0, 'OpenBat', 1973, 1973, 0.5, 1.2, 0] +['B Andrews', 5.72, 40.01, 'Med', 1974, 1974, 0.4489795918367347, 1.2, 0] +['JFM Morrison', 21.94, 49.96, 'OpenBat', 1974, 1982, 0.5, 0.8, 0] +['JV Coney', 37.43, 48.91, 'PartMed', 1974, 1987, 0.5, 0.8, 15] ['BL Cairns', 16.22, 32.79, 'Fast', 1974, 1985, 0.5, 0.9049658946264478, 0] ['EJ Chatfield', 7.49, 32.37, 'Fast', 1975, 1989, 0.23017902813299232, 0.8617586437135308, 0] ['GP Howarth', 32.32, 57.86, 'Bat', 1975, 1985, 0.5, 0.9918383779233612, 30] ['ADG Roberts', 21.77, 52.7, 'PartMed', 1976, 1976, 0.5, 0.9809558030901905, 0] -['RW Anderson', 21.15, 399.87, 'OpenBat', 1976, 1978, 0.5, 1.4, 0] -['WK Lees', 23.02, 199.2, 'WK', 1976, 1983, 0.5, 1.7977528089887642, 0] -['PJ Petherick', 3.71, 41.87, 'Spin', 1976, 1977, 0.5, 1.2375630366634867, 0] -['NM Parker', 14.6, 400.27, 'OpenBat', 1976, 1976, 0.5, 1.4, 0] +['RW Anderson', 21.15, 399.87, 'OpenBat', 1976, 1978, 0.5, 1.2, 0] +['WK Lees', 23.02, 199.2, 'WK', 1976, 1983, 0.5, 1.2, 0] +['PJ Petherick', 3.71, 41.87, 'Spin', 1976, 1977, 0.5, 1.2, 0] +['NM Parker', 14.6, 400.27, 'OpenBat', 1976, 1976, 0.5, 1.2, 0] ['GB Troup', 6.41, 43.41, 'Fast', 1976, 1986, 0.5, 1.0265208075202887, 0] -['GN Edwards', 20.91, 401.2, 'WK', 1977, 1981, 0.5835913312693498, 1.4, 0] -['SL Boock', 6.14, 33.68, 'Spin', 1978, 1989, 0.5, 0.8635613485568017, 0] -['JG Wright', 36.96, 195.38, 'OpenBat', 1978, 1993, 0.5, 0.364963503649635, 14] -['BP Bracewell', 5.7, 49.02, 'Med', 1978, 1985, 0.5, 1.273695822568003, 0] -['BA Edgar', 30.78, 201.21, 'OpenBat', 1978, 1986, 0.5, 0.37593984962406013, 0] +['GN Edwards', 20.91, 401.2, 'WK', 1977, 1981, 0.5835913312693498, 1.2, 0] +['SL Boock', 6.14, 34.0, 'Spin', 1978, 1989, 0.5, 0.8635613485568017, 0] +['JG Wright', 36.96, 195.38, 'OpenBat', 1978, 1993, 0.5, 0.8, 14] +['BP Bracewell', 5.7, 49.02, 'Med', 1978, 1985, 0.5, 1.2, 0] +['BA Edgar', 30.78, 201.21, 'OpenBat', 1978, 1986, 0.5, 0.8, 0] ['JF Reid', 41.89, 201.21, 'Bat', 1979, 1986, 0.5, 0.8771929824561403, 0] -['PN Webb', 18.13, 398.41, 'Bat', 1980, 1980, 0.12790697674418605, 1.4, 0] -['PE McEwan', 20.56, 143.49, 'Bat', 1980, 1984, 0.43243243243243246, 0.8145363408521302, 0] +['PN Webb', 18.13, 398.41, 'Bat', 1980, 1980, 0.12790697674418605, 1.2, 0] +['PE McEwan', 20.56, 56.3, 'Bat', 1980, 1984, 0.43243243243243246, 0.8145363408521302, 0] ['JG Bracewell', 20.19, 36.21, 'Spin', 1980, 1990, 0.3999200958849381, 0.9554410839666105, 0] -['IDS Smith', 24.97, 195.38, 'WK', 1980, 1992, 0.6317438217890706, 0.608272506082725, 1] +['IDS Smith', 24.97, 195.38, 'WK', 1980, 1992, 0.6317438217890706, 0.8, 1] ['MC Snedden', 13.32, 38.69, 'Fast', 1981, 1990, 0.2802056555269923, 1.0084457522834103, 0] ['MD Crowe', 44.19, 55.73, 'Bat', 1982, 1995, 0.44659557013945855, 1.0789500985579417, 16] ['JJ Crowe', 25.64, 195.38, 'Bat', 1983, 1990, 0.3436359733848465, 1.0948905109489049, 6] ['EJ Gray', 16.63, 45.02, 'Spin', 1983, 1988, 0.26187961985216474, 0.9345597232184295, 0] -['TJ Franklin', 22.32, 388.22, 'OpenBat', 1983, 1991, 0.2644522516767806, 1.4, 0] -['DA Stirling', 13.28, 55.56, 'Fast', 1984, 1986, 0.3673469387755102, 1.464389269267318, 0] -['KR Rutherford', 26.82, 99.5, 'Bat', 1985, 1995, 0.46040343668285394, 1.3822115384615383, 18] -['VR Brown', 17.68, 53.09, 'PartSpin', 1985, 1985, 0.31097560975609756, 1.1310327099800783, 0] -['SR Gillespie', 8.94, 60.74, 'PartFast', 1986, 1986, 0.345679012345679, 1.0678561773452284, 0] -['GK Robertson', 12.42, 49.04, 'PartFast', 1986, 1986, 0.34285714285714286, 1.3838199513381992, 0] +['TJ Franklin', 22.32, 388.22, 'OpenBat', 1983, 1991, 0.2644522516767806, 1.2, 0] +['DA Stirling', 13.28, 55.56, 'Fast', 1984, 1986, 0.3673469387755102, 1.2, 0] +['KR Rutherford', 26.82, 99.5, 'Bat', 1985, 1995, 0.46040343668285394, 1.2, 18] +['VR Brown', 17.68, 53.09, 'Spin', 1985, 1985, 0.31097560975609756, 1.1310327099800783, 0] +['SR Gillespie', 8.94, 60.74, 'Fast', 1986, 1986, 0.345679012345679, 1.0678561773452284, 0] +['GK Robertson', 12.42, 49.04, 'Fast', 1986, 1986, 0.34285714285714286, 1.2, 0] ['W Watson', 5.17, 41.49, 'Fast', 1986, 1993, 0.24691358024691357, 0.8744554355569846, 0] -['TE Blain', 23.51, 396.04, 'WK', 1986, 1994, 0.37968359700249793, 1.4, 0] +['TE Blain', 23.51, 396.04, 'WK', 1986, 1994, 0.37968359700249793, 1.2, 0] ['DN Patel', 20.68, 44.39, 'Spin', 1987, 1997, 0.4243281471004243, 1.0474020841773874, 0] -['PA Horne', 17.51, 389.61, 'OpenBat', 1987, 1990, 0.24567474048442905, 1.4, 0] -['AH Jones', 44.36, 109.57, 'Bat', 1987, 1995, 0.392583635630794, 1.2999195926025193, 0] -['DK Morrison', 8.42, 34.67, 'Fast', 1987, 1997, 0.22346698113207547, 1.2073822426978287, 0] -['MJ Greatbatch', 30.61, 199.93, 'Bat', 1988, 1996, 0.4086130206227254, 0.0, 0] -['RH Vance', 21.64, 389.61, 'OpenBat', 1988, 1989, 0.3204334365325077, 1.4, 0] -['CM Kuggeleijn', 14.42, 65.51, 'PartSpin', 1988, 1988, 0.25925925925925924, 1.5180695593066726, 0] +['PA Horne', 17.51, 389.61, 'OpenBat', 1987, 1990, 0.24567474048442905, 1.2, 0] +['AH Jones', 44.36, 109.57, 'Bat', 1987, 1995, 0.392583635630794, 1.2, 0] +['DK Morrison', 8.42, 34.67, 'Fast', 1987, 1997, 0.22346698113207547, 1.2, 0] +['MJ Greatbatch', 30.61, 199.93, 'Bat', 1988, 1996, 0.4086130206227254, 1.2, 0] +['RH Vance', 21.64, 389.61, 'OpenBat', 1988, 1989, 0.3204334365325077, 1.2, 0] +['CM Kuggeleijn', 14.42, 65.51, 'PartSpin', 1988, 1988, 0.25925925925925924, 1.2, 0] ['CL Cairns', 34.08, 29.88, 'Fast', 1989, 2004, 0.5709372312983663, 1.191210686330625, 0] ['SA Thomson', 29.98, 65.59, 'PartSpin', 1990, 1995, 0.45338381448177945, 1.0486740270696546, 0] -['MW Priest', 18.18, 52.41, 'PartSpin', 1990, 1998, 0.30939226519337015, 0.9143959488787075, 0] -['AC Parore', 26.71, 406.5, 'WK', 1990, 2002, 0.3872144884443844, 1.4, 0] -['GE Bradburn', 16.5, 57.58, 'PartSpin', 1990, 2001, 0.2807486631016043, 1.1534025374855825, 0] +['MW Priest', 18.18, 52.41, 'Spin', 1990, 1998, 0.30939226519337015, 0.9143959488787075, 0] +['AC Parore', 26.71, 406.5, 'WK', 1990, 2002, 0.3872144884443844, 1.2, 0] +['GE Bradburn', 16.5, 57.58, 'Spin', 1990, 2001, 0.2807486631016043, 1.1534025374855825, 0] ['C Pringle', 8.86, 48.39, 'Fast', 1990, 1995, 0.5072463768115942, 1.0189634302901367, 0] -['DJ White', 16.29, 142.77, 'OpenBat', 1990, 1990, 0.3333333333333333, 3.663003663003663, 0] -['BR Hartland', 16.45, 403.77, 'OpenBat', 1992, 1994, 0.3133402275077559, 1.4, 0] +['DJ White', 16.29, 56.96, 'OpenBat', 1990, 1990, 0.3333333333333333, 1.2, 0] +['BR Hartland', 16.45, 403.77, 'OpenBat', 1992, 1994, 0.3133402275077559, 1.2, 0] ["ML Su'a", 11.5, 53.28, 'Fast', 1992, 1995, 0.3191489361702128, 1.056758225945704, 0] -['RT Latham', 24.25, 145.48, 'OpenBat', 1992, 1993, 0.4899328859060403, 0.72992700729927, 0] +['RT Latham', 24.25, 58.85, 'OpenBat', 1992, 1993, 0.4899328859060403, 0.8, 0] ['SB Doull', 14.85, 37.46, 'Med', 1992, 2000, 0.6690140845070423, 1.0314684058928738, 0] -['MJ Haslam', 4.57, 68.67, 'PartSpin', 1992, 1995, 0.11428571428571428, 1.0842706988751614, 0] +['MJ Haslam', 4.57, 68.67, 'Spin', 1992, 1995, 0.11428571428571428, 1.0842706988751614, 0] ['DJ Nash', 23.1, 36.1, 'Fast', 1992, 2001, 0.3468125594671741, 0.9294215061610577, 3] ['CZ Harris', 20.74, 65.41, 'PartMed', 1992, 2002, 0.3370932754880694, 0.9828629032258064, 0] ['MB Owens', 3.65, 47.88, 'Fast', 1992, 1994, 0.12213740458015267, 1.1884205180294565, 0] ['JTC Vaughan', 18.62, 45.01, 'Med', 1992, 1997, 0.2655217965653897, 0.9440559440559442, 0] -['BA Pocock', 22.63, 205.34, 'OpenBat', 1993, 1997, 0.2980726131779471, 1.824817518248175, 0] +['BA Pocock', 22.63, 205.34, 'OpenBat', 1993, 1997, 0.2980726131779471, 1.2, 0] ['RP de Groen', 5.18, 43.11, 'Fast', 1993, 1994, 0.5, 1.0394511149228132, 0] -['BA Young', 32.3, 406.5, 'OpenBat', 1993, 1999, 0.3895059364228265, 1.4, 0] +['BA Young', 32.3, 406.5, 'OpenBat', 1993, 1999, 0.3895059364228265, 1.2, 0] ['MN Hart', 16.98, 56.65, 'Spin', 1994, 1995, 0.33779904306220093, 1.0166735403287575, 0] -['SP Fleming', 39.1, 390.37, 'Bat', 1994, 2008, 0.4582162024022489, 1.4, 80] +['SP Fleming', 39.1, 390.37, 'Bat', 1994, 2008, 0.4582162024022489, 1.2, 80] ['HT Davis', 6.85, 51.15, 'Fast', 1994, 1997, 0.16, 1.0740421868273784, 0] -['GR Larsen', 16.93, 47.86, 'Med', 1994, 1996, 0.25656565656565655, 0.7670356502733051, 0] -['DJ Murray', 20.28, 402.41, 'OpenBat', 1994, 1995, 0.29503407984420643, 1.4, 0] +['GR Larsen', 16.93, 47.86, 'Med', 1994, 1996, 0.25656565656565655, 0.8, 0] +['DJ Murray', 20.28, 402.41, 'OpenBat', 1994, 1995, 0.29503407984420643, 1.2, 0] ['KP Walmsley', 6.13, 41.81, 'Fast', 1995, 2000, 0.3939393939393939, 1.0710274741830335, 0] -['LK Germon', 19.81, 406.5, 'WK', 1995, 1997, 0.39059304703476483, 1.4, 0] -['RG Twose', 25.11, 55.76, 'Bat', 1995, 1999, 0.30294259527255185, 1.324975793711461, 0] -['CM Spearman', 26.34, 400.0, 'OpenBat', 1995, 2000, 0.4168173598553345, 1.4, 0] +['LK Germon', 19.81, 406.5, 'WK', 1995, 1997, 0.39059304703476483, 1.2, 0] +['RG Twose', 25.11, 55.76, 'Bat', 1995, 1999, 0.30294259527255185, 1.2, 0] +['CM Spearman', 26.34, 400.0, 'OpenBat', 1995, 2000, 0.4168173598553345, 1.2, 0] ['GI Allott', 2.92, 54.19, 'Fast', 1996, 1999, 0.10037174721189591, 1.1643485080583886, 0] -['NJ Astle', 36.13, 47.02, 'PartMed', 1996, 2006, 0.49604388648591624, 0.7636988254076862, 0] -['RJ Kennedy', 5.47, 60.17, 'Med', 1996, 1996, 0.6086956521739131, 1.2988788624555647, 0] -['GR Loveridge', 11.98, 406.5, 'Bat', 1996, 1996, 0.18181818181818182, 1.4, 0] +['NJ Astle', 36.13, 47.02, 'PartMed', 1996, 2006, 0.49604388648591624, 0.8, 0] +['RJ Kennedy', 5.47, 60.17, 'Med', 1996, 1996, 0.6086956521739131, 1.2, 0] +['GR Loveridge', 11.98, 406.5, 'Bat', 1996, 1996, 0.18181818181818182, 1.2, 0] ['DL Vettori', 27.67, 31.69, 'Spin', 1997, 2014, 0.5818672145884166, 0.825036838514894, 32] ['MJ Horne', 28.04, 197.56, 'OpenBat', 1997, 2003, 0.40784671532846717, 0.8094645080946451, 0] ["SB O'Connor", 6.48, 36.49, 'Fast', 1997, 2001, 0.1965648854961832, 0.9794564130533588, 0] -['DG Sewell', 3.5, 52.79, 'PartFast', 1997, 1997, 0.058823529411764705, 1.402524544179523, 0] +['DG Sewell', 3.5, 49.85, 'Fast', 1997, 1997, 0.058823529411764705, 1.2, 0] ['CD McMillan', 37.54, 54.61, 'PartMed', 1997, 2005, 0.5495590828924162, 1.018374489597511, 0] ['PJ Wiseman', 13.51, 48.29, 'Spin', 1998, 2005, 0.3700707785642063, 1.029225805689164, 0] -['MD Bell', 23.23, 385.36, 'OpenBat', 1998, 2008, 0.37811203319502074, 1.4, 0] -['GR Stead', 22.71, 198.15, 'OpenBat', 1999, 1999, 0.4143070044709389, 0.3472222222222222, 0] -['MS Sinclair', 30.26, 139.36, 'Bat', 1999, 2010, 0.4308300395256917, 0.65359477124183, 0] +['MD Bell', 23.23, 385.36, 'OpenBat', 1998, 2008, 0.37811203319502074, 1.2, 0] +['GR Stead', 22.71, 198.15, 'OpenBat', 1999, 1999, 0.4143070044709389, 0.8, 0] +['MS Sinclair', 30.26, 57.55, 'Bat', 1999, 2010, 0.4308300395256917, 0.8, 0] ['DR Tuffey', 13.81, 35.57, 'Fast', 2000, 2010, 0.4252988047808765, 0.9703215223531123, 0] -['MH Richardson', 43.34, 50.66, 'OpenBat', 2000, 2004, 0.3766621438263229, 0.6384919428397688, 0] +['MH Richardson', 43.34, 50.66, 'OpenBat', 2000, 2004, 0.3766621438263229, 0.8, 0] ['CS Martin', 2.18, 31.18, 'Fast', 2000, 2013, 0.2, 1.0732570358415354, 0] -['BGK Walker', 13.68, 55.99, 'PartSpin', 2000, 2002, 0.24686192468619247, 1.2089443703793479, 0] -['HJH Marshall', 30.55, 141.33, 'Bat', 2000, 2006, 0.4731494920174166, 1.3289036544850499, 0] +['BGK Walker', 13.68, 55.99, 'Spin', 2000, 2002, 0.24686192468619247, 1.2, 0] +['HJH Marshall', 30.55, 57.84, 'Bat', 2000, 2006, 0.4731494920174166, 1.2, 0] ['JEC Franklin', 19.05, 36.05, 'Med', 2001, 2013, 0.37355524734165513, 1.1132088665128312, 0] -['CJ Drum', 5.37, 30.24, 'Fast', 2001, 2002, 0.10989010989010989, 1.2000298762624795, 0] +['CJ Drum', 5.37, 37.16, 'Fast', 2001, 2002, 0.10989010989010989, 1.2, 0] ['SE Bond', 10.15, 32.28, 'Fast', 2001, 2009, 0.3888888888888889, 1.1032028469750887, 0] -['L Vincent', 32.24, 142.74, 'OpenBat', 2001, 2007, 0.4711708524938097, 0.65359477124183, 0] -['IG Butler', 10.35, 48.56, 'Fast', 2002, 2004, 0.4662576687116564, 1.2881039808824388, 0] +['L Vincent', 32.24, 60.93, 'OpenBat', 2001, 2007, 0.4711708524938097, 0.8, 0] +['IG Butler', 10.35, 48.56, 'Fast', 2002, 2004, 0.4662576687116564, 1.2, 0] ['AR Adams', 12.97, 33.39, 'Fast', 2002, 2002, 0.9, 1.1089596901953882, 0] -['RG Hart', 14.2, 387.22, 'WK', 2002, 2003, 0.25691699604743085, 1.4, 0] +['RG Hart', 14.2, 387.22, 'WK', 2002, 2003, 0.25691699604743085, 1.2, 0] ['SB Styris', 34.03, 50.1, 'PartMed', 2002, 2007, 0.513434768533506, 1.0154061624649862, 0] -['JDP Oram', 33.5, 36.59, 'Fast', 2002, 2009, 0.5038211151995471, 0.7633303735943379, 0] -['RA Jones', 20.61, 385.36, 'Bat', 2003, 2003, 0.25274725274725274, 1.4, 0] +['JDP Oram', 33.5, 36.59, 'Fast', 2002, 2009, 0.5038211151995471, 0.8, 0] +['RA Jones', 20.61, 385.36, 'Bat', 2003, 2003, 0.25274725274725274, 1.2, 0] ['BB McCullum', 35.66, 184.56, 'WK', 2004, 2016, 0.6460106116728401, 0.9547920433996383, 31] -['MHW Papps', 19.66, 368.89, 'OpenBat', 2004, 2007, 0.35344827586206895, 1.4, 0] -['MJ Mason', 8.7, 42.53, 'PartFast', 2004, 2004, 0.09090909090909091, 1.5597147950089125, 0] +['MHW Papps', 19.66, 368.89, 'OpenBat', 2004, 2007, 0.35344827586206895, 1.2, 0] +['MJ Mason', 8.7, 40.11, 'Fast', 2004, 2004, 0.09090909090909091, 1.2, 0] ['KD Mills', 11.69, 41.97, 'Fast', 2004, 2009, 0.38584779706275035, 0.9567309169604096, 0] -['CD Cumming', 23.0, 368.89, 'OpenBat', 2005, 2008, 0.3486166007905138, 1.4, 0] +['CD Cumming', 23.0, 368.89, 'OpenBat', 2005, 2008, 0.3486166007905138, 1.2, 0] ["IE O'Brien", 6.57, 35.46, 'Fast', 2005, 2009, 0.38488576449912126, 1.0529509937793962, 0] -['JAH Marshall', 18.39, 368.89, 'OpenBat', 2005, 2008, 0.3906810035842294, 1.4, 0] -['PG Fulton', 23.48, 369.12, 'OpenBat', 2006, 2014, 0.39277010560519904, 1.4, 0] -['JM How', 20.84, 137.94, 'OpenBat', 2006, 2009, 0.5045751633986928, 0.6349206349206349, 0] +['JAH Marshall', 18.39, 368.89, 'OpenBat', 2005, 2008, 0.3906810035842294, 1.2, 0] +['PG Fulton', 23.48, 369.12, 'OpenBat', 2006, 2014, 0.39277010560519904, 1.2, 0] +['JM How', 20.84, 58.38, 'OpenBat', 2006, 2009, 0.5045751633986928, 0.8, 0] ['JS Patel', 12.11, 42.61, 'Spin', 2006, 2017, 0.516260162601626, 1.0083196746820473, 0] ['LRPL Taylor', 44.46, 185.07, 'Bat', 2007, 2017, 0.5942346113595282, 0.9554140127388535, 14] -['MR Gillespie', 9.56, 40.19, 'Fast', 2007, 2012, 0.5671641791044776, 1.3803009974916873, 0] +['MR Gillespie', 9.56, 40.19, 'Fast', 2007, 2012, 0.5671641791044776, 1.2, 0] ['GD Elliott', 15.15, 48.73, 'PartMed', 2008, 2009, 0.2670807453416149, 0.9456264775413711, 0] ['TG Southee', 15.81, 29.11, 'Fast', 2008, 2017, 0.8832163369495852, 0.9731123731865378, 0] -['DR Flynn', 23.95, 184.56, 'Bat', 2008, 2013, 0.40232558139534885, 0.0, 0] -['AJ Redmond', 19.71, 68.45, 'OpenBat', 2008, 2013, 0.39015606242497, 1.446654611211573, 0] -['GJ Hopkins', 19.5, 366.97, 'WK', 2008, 2010, 0.2563176895306859, 1.4, 0] +['DR Flynn', 23.95, 184.56, 'Bat', 2008, 2013, 0.40232558139534885, 1.2, 0] +['AJ Redmond', 19.71, 68.45, 'OpenBat', 2008, 2013, 0.39015606242497, 1.2, 0] +['GJ Hopkins', 19.5, 366.97, 'WK', 2008, 2010, 0.2563176895306859, 1.2, 0] ['JD Ryder', 36.41, 47.91, 'PartMed', 2008, 2011, 0.5519791213571118, 1.080580426057425, 0] -['TG McIntosh', 24.74, 369.12, 'OpenBat', 2008, 2011, 0.3620178041543027, 1.4, 0] -['MJ Guptill', 27.19, 73.77, 'OpenBat', 2009, 2016, 0.46611391492429705, 1.3304363354961606, 0] -['BJ Watling', 35.31, 371.17, 'WK', 2009, 2017, 0.4395640149666504, 1.4, 0] -['PJ Ingram', 21.0, 369.12, 'Bat', 2010, 2010, 0.40397350993377484, 1.4, 0] +['TG McIntosh', 24.74, 369.12, 'OpenBat', 2008, 2011, 0.3620178041543027, 1.2, 0] +['MJ Guptill', 27.19, 73.77, 'OpenBat', 2009, 2016, 0.46611391492429705, 1.2, 0] +['BJ Watling', 35.31, 371.17, 'WK', 2009, 2017, 0.4395640149666504, 1.2, 0] +['PJ Ingram', 21.0, 369.12, 'Bat', 2010, 2010, 0.40397350993377484, 1.2, 0] ['BJ Arnel', 4.93, 42.07, 'Fast', 2010, 2012, 0.30405405405405406, 1.0695389266817839, 0] -['HK Bennett', 4.94, 48.22, 'PartFast', 2010, 2010, 0.13333333333333333, 0.9915611814345991, 0] +['HK Bennett', 4.94, 46.12, 'Fast', 2010, 2010, 0.13333333333333333, 0.9915611814345991, 0] ['KS Williamson', 46.92, 46.79, 'PartSpin', 2010, 2017, 0.5051836062397055, 1.0655919509582306, 15] -['AJ McKay', 8.13, 51.34, 'PartFast', 2010, 2010, 0.45454545454545453, 1.2249897917517352, 0] -['RA Young', 18.19, 368.21, 'WK', 2011, 2011, 0.4033412887828162, 1.4, 0] +['AJ McKay', 8.13, 51.34, 'Fast', 2010, 2010, 0.45454545454545453, 1.2, 0] +['RA Young', 18.19, 368.21, 'WK', 2011, 2011, 0.4033412887828162, 1.2, 0] ['DAJ Bracewell', 12.84, 38.22, 'Fast', 2011, 2016, 0.4636734693877551, 1.075390130205796, 0] -['DG Brownlie', 25.89, 185.07, 'Bat', 2011, 2013, 0.44801512287334594, 1.5055008685581934, 0] +['DG Brownlie', 25.89, 185.07, 'Bat', 2011, 2013, 0.44801512287334594, 1.2, 0] ['TA Boult', 14.45, 26.47, 'Fast', 2011, 2017, 0.5216962524654832, 0.9524635322523629, 0] -['RJ Nicol', 17.41, 142.66, 'OpenBat', 2012, 2012, 0.26666666666666666, 1.4612214312476584, 0] -['CFK van Wyk', 21.41, 370.14, 'WK', 2012, 2012, 0.49135446685878964, 1.4, 0] +['RJ Nicol', 17.41, 62.47, 'OpenBat', 2012, 2012, 0.26666666666666666, 1.2, 0] +['CFK van Wyk', 21.41, 370.14, 'WK', 2012, 2012, 0.49135446685878964, 1.2, 0] ['N Wagner', 11.2, 27.96, 'Fast', 2012, 2017, 0.42720510095642933, 1.0335216507852045, 0] -['TD Astle', 14.52, 39.88, 'PartSpin', 2012, 2016, 0.2695035460992908, 0.9949794614331358, 0] -['C Munro', 26.54, 39.64, 'Fast', 2013, 2013, 0.5769230769230769, 0.7099751508697196, 0] +['TD Astle', 14.52, 39.88, 'Spin', 2012, 2016, 0.2695035460992908, 0.9949794614331358, 0] +['C Munro', 25.74, 39.64, 'Fast', 2013, 2013, 0.5769230769230769, 0.8, 0] ['BP Martin', 11.4, 55.56, 'Spin', 2013, 2013, 0.524822695035461, 0.8157698670269862, 0] -['HD Rutherford', 23.95, 185.36, 'OpenBat', 2013, 2015, 0.5642750373692078, 0.6389776357827477, 0] +['HD Rutherford', 23.95, 185.36, 'OpenBat', 2013, 2015, 0.5642750373692078, 0.8, 0] ['CJ Anderson', 25.91, 46.86, 'PartFast', 2013, 2016, 0.5686927560366362, 0.9702448432738036, 0] -['IS Sodhi', 15.51, 43.91, 'Spin', 2013, 2016, 0.5887096774193549, 1.2033400487033912, 0] -['TWM Latham', 36.24, 379.03, 'OpenBat', 2014, 2017, 0.4648572007291878, 1.4, 0] -['JDS Neesham', 26.18, 41.38, 'PartMed', 2014, 2017, 0.6632366697848456, 1.2141743614342246, 0] -['MD Craig', 23.92, 48.29, 'Spin', 2014, 2016, 0.543859649122807, 1.2191542445017505, 0] +['IS Sodhi', 15.51, 43.91, 'Spin', 2013, 2016, 0.5887096774193549, 1.2, 0] +['TWM Latham', 36.24, 379.03, 'OpenBat', 2014, 2017, 0.4648572007291878, 1.2, 0] +['JDS Neesham', 26.18, 41.38, 'PartMed', 2014, 2017, 0.6632366697848456, 1.2, 0] +['MD Craig', 23.92, 48.29, 'Spin', 2014, 2016, 0.543859649122807, 1.2, 0] ['MJ Henry', 13.55, 38.44, 'Fast', 2015, 2017, 0.7970479704797048, 1.0445325948656536, 0] -['L Ronchi', 30.02, 379.03, 'Bat', 2015, 2016, 0.7384259259259259, 1.4, 0] +['L Ronchi', 30.02, 379.03, 'Bat', 2015, 2016, 0.7384259259259259, 1.2, 0] ['MJ Santner', 20.92, 49.41, 'Spin', 2015, 2017, 0.4249404289118348, 0.9025572455289987, 0] -['HM Nicholls', 26.09, 379.03, 'Bat', 2016, 2017, 0.5014492753623189, 1.4, 0] +['HM Nicholls', 26.09, 379.03, 'Bat', 2016, 2017, 0.5014492753623189, 1.2, 0] ['C de Grandhomme', 27.46, 35.73, 'Fast', 2016, 2017, 0.9898734177215189, 0.8301746759615128, 0] -['JA Raval', 35.21, 379.03, 'OpenBat', 2016, 2017, 0.43966125617501767, 1.4, 0] -['NT Broom', 25.5, 377.48, 'Bat', 2017, 2017, 0.4444444444444444, 1.4, 0] -['TA Blundell', 30.69, 377.48, 'WK', 2017, 2017, 0.5690376569037657, 1.4, 0] -['SHM Colah', 17.12, 397.75, 'Bat', 1932, 1933, 0.5, 1.4, 0] -['M Jahangir Khan', 11.45, 40.87, 'PartFast', 1932, 1936, 0.5, 0.9862314356435643, 0] -['Lall Singh', 14.64, 397.75, 'Bat', 1932, 1932, 0.5, 1.4, 0] -['Naoomal Jaoomal', 19.68, 46.49, 'OpenPartSpin', 1932, 1934, 0.5, 1.4814814814814816, 0] -['JG Navle', 11.11, 397.75, 'OpenWK', 1932, 1933, 0.5, 1.4, 0] +['JA Raval', 35.21, 379.03, 'OpenBat', 2016, 2017, 0.43966125617501767, 1.2, 0] +['NT Broom', 25.5, 377.48, 'Bat', 2017, 2017, 0.4444444444444444, 1.2, 0] +['TA Blundell', 30.69, 377.48, 'WK', 2017, 2017, 0.5690376569037657, 1.2, 0] +['L Amar Singh', 16.69, 32.94, 'Fast', 1932, 1936, 0.5, 0.921602887259395, 0] +['SHM Colah', 17.12, 397.75, 'Bat', 1932, 1933, 0.5, 1.2, 0] +['M Jahangir Khan', 11.45, 40.87, 'Fast', 1932, 1936, 0.5, 0.9862314356435643, 0] +['Lall Singh', 14.64, 397.75, 'Bat', 1932, 1932, 0.5, 1.2, 0] +['Naoomal Jaoomal', 19.68, 46.49, 'OpenPartSpin', 1932, 1934, 0.5, 1.2, 0] +['JG Navle', 11.11, 397.75, 'OpenWK', 1932, 1933, 0.5, 1.2, 0] ['CK Nayudu', 23.15, 44.27, 'PartSpin', 1932, 1936, 0.5, 1.0544143356643356, 4] -['S Nazir Ali', 16.17, 42.24, 'Fast', 1932, 1934, 0.5, 1.4151747655583973, 0] -['M Nissar', 6.35, 27.07, 'Fast', 1932, 1936, 0.5, 1.3683164739884393, 0] -['PE Palia', 17.86, 40.0, 'Bat', 1932, 1936, 0.5, 0.7254464285714286, 0] -['S Wazir Ali', 20.1, 131.66, 'Bat', 1932, 1936, 0.5, 1.953125, 0] -['L Amarnath', 21.54, 30.67, 'Med', 1933, 1952, 0.5, 0.831452599903437, 15] -['LP Jai', 17.73, 387.97, 'Bat', 1933, 1933, 0.5, 1.4, 0] -['RJD Jamshedji', 9.5, 37.33, 'Spin', 1933, 1933, 0.5, 1.535014005602241, 0] -['VM Merchant', 41.01, 122.56, 'OpenBat', 1933, 1951, 0.5, 1.763668430335097, 0] -['L Ramji', 7.56, 32.88, 'PartFast', 1933, 1933, 0.5, 1.091219096334186, 0] -['Dilawar Hussain', 20.12, 385.6, 'OpenWK', 1934, 1936, 0.5, 1.4, 0] -['MJ Gopalan', 14.2, 39.33, 'PartFast', 1934, 1934, 0.5, 0.8018092105263157, 0] -['S Mushtaq Ali', 24.2, 43.36, 'OpenPartSpin', 1934, 1952, 0.5, 1.2774299626889272, 0] -['CS Nayudu', 10.63, 39.48, 'PartSpin', 1934, 1952, 0.5, 1.643998717772588, 0] -['Yuvraj of Patiala', 13.22, 381.92, 'Bat', 1934, 1934, 0.5, 1.4, 0] -['DD Hindlekar', 10.11, 373.72, 'WK', 1936, 1946, 0.5, 1.4, 0] -['Vizianagram', 10.31, 393.31, 'Bat', 1936, 1936, 0.5, 1.4, 0] -['KR Meherhomji', 8.77, 393.31, 'WK', 1936, 1936, 0.5, 1.4, 0] -['C Ramaswami', 19.89, 393.31, 'Bat', 1936, 1936, 0.5, 1.4, 0] -['M Baqa Jilani', 10.59, 129.43, 'PartMed', 1936, 1936, 0.5, 1.4267185473411157, 0] +['S Nazir Ali', 16.17, 42.24, 'Fast', 1932, 1934, 0.5, 1.2, 0] +['M Nissar', 6.35, 34.19, 'Fast', 1932, 1936, 0.5, 1.2, 0] +['PE Palia', 17.86, 38.96, 'Bat', 1932, 1936, 0.5, 0.8, 0] +['S Wazir Ali', 20.1, 48.91, 'Bat', 1932, 1936, 0.5, 1.2, 0] +['L Amarnath', 21.54, 30.68, 'Med', 1933, 1952, 0.5, 0.831452599903437, 15] +['LP Jai', 17.73, 387.97, 'Bat', 1933, 1933, 0.5, 1.2, 0] +['RJD Jamshedji', 9.5, 38.78, 'Spin', 1933, 1933, 0.5, 1.2, 0] +['VM Merchant', 35.17, 46.0, 'OpenBat', 1933, 1951, 0.5, 1.2, 0] +['L Ramji', 7.56, 39.08, 'Fast', 1933, 1933, 0.5, 1.091219096334186, 0] +['Dilawar Hussain', 20.12, 385.6, 'OpenWK', 1934, 1936, 0.5, 1.2, 0] +['MJ Gopalan', 14.2, 39.33, 'Fast', 1934, 1934, 0.5, 0.8018092105263157, 0] +['S Mushtaq Ali', 24.2, 43.36, 'OpenPartSpin', 1934, 1952, 0.5, 1.2, 0] +['CS Nayudu', 10.63, 39.48, 'PartSpin', 1934, 1952, 0.5, 1.2, 0] +['Yuvraj of Patiala', 13.22, 381.92, 'Bat', 1934, 1934, 0.5, 1.2, 0] +['DD Hindlekar', 10.11, 373.72, 'WK', 1936, 1946, 0.5, 1.2, 0] +['Vizianagram', 10.31, 393.31, 'Bat', 1936, 1936, 0.5, 1.2, 0] +['KR Meherhomji', 8.77, 393.31, 'WK', 1936, 1936, 0.5, 1.2, 0] +['C Ramaswami', 19.89, 393.31, 'Bat', 1936, 1936, 0.5, 1.2, 0] +['M Baqa Jilani', 10.59, 50.88, 'Med', 1936, 1936, 0.5, 1.2, 0] ['Gul Mohammad', 17.45, 48.2, 'Bat', 1946, 1956, 0.5, 0.8202323991797676, 0] ['VS Hazare', 47.43, 43.6, 'PartMed', 1946, 1953, 0.5, 1.1157856228278762, 14] ['AH Kardar', 24.37, 42.5, 'PartSpin', 1946, 1958, 0.5, 0.9339024199232516, 23] ['MH Mankad', 32.27, 33.14, 'OpenSpin', 1946, 1959, 0.5, 0.94653989893451, 6] -['RS Modi', 37.98, 140.52, 'Bat', 1946, 1952, 0.5, 1.1965811965811968, 0] -['Nawab of Pataudi snr', 25.29, 373.13, 'Bat', 1932, 1946, 0.5, 1.4, 3] -['SG Shinde', 9.21, 54.93, 'Spin', 1946, 1952, 0.5, 1.2135059659812135, 0] -['CT Sarwate', 16.88, 41.3, 'OpenPartSpin', 1946, 1951, 0.5, 1.4512061048955571, 0] -['SW Sohoni', 16.89, 56.48, 'PartMed', 1946, 1951, 0.5, 0.9694448888177892, 0] -['HR Adhikari', 31.35, 53.24, 'Bat', 1947, 1959, 0.5, 1.2862745098039217, 1] -['JK Irani', 10.0, 389.11, 'WK', 1947, 1947, 0.13636363636363635, 1.4, 0] -['G Kishenchand', 23.55, 398.14, 'Bat', 1947, 1952, 0.5, 1.4, 0] -['KM Rangnekar', 21.07, 389.99, 'Bat', 1947, 1948, 0.4230769230769231, 1.4, 0] -['Amir Elahi', 10.3, 39.42, 'PartSpin', 1947, 1952, 0.5, 1.6103896103896103, 0] -['DG Phadkar', 33.61, 37.33, 'Fast', 1947, 1959, 0.5, 1.016572127683239, 0] -['K Rai Singh', 16.65, 389.99, 'Bat', 1948, 1948, 0.8125, 1.4, 0] -['PK Sen', 12.95, 398.14, 'WK', 1948, 1952, 0.5, 1.4, 0] -['CR Rangachari', 4.26, 44.14, 'Fast', 1948, 1948, 0.5, 1.487852723706051, 0] -['KC Ibrahim', 31.64, 389.99, 'OpenBat', 1948, 1949, 0.5, 1.4, 0] -['KK Tarapore', 6.22, 51.2, 'PartSpin', 1948, 1948, 0.5, 1.612541993281075, 0] +['RS Modi', 37.0, 54.97, 'Bat', 1946, 1952, 0.5, 1.1965811965811968, 0] +['Nawab of Pataudi snr', 25.29, 373.13, 'Bat', 1932, 1946, 0.5, 1.2, 3] +['SG Shinde', 9.21, 54.93, 'Spin', 1946, 1952, 0.5, 1.2, 0] +['CT Sarwate', 16.88, 41.3, 'OpenPartSpin', 1946, 1951, 0.5, 1.2, 0] +['SW Sohoni', 16.89, 56.48, 'Med', 1946, 1951, 0.5, 0.9694448888177892, 0] +['HR Adhikari', 31.35, 53.24, 'Bat', 1947, 1959, 0.5, 1.2, 1] +['JK Irani', 10.0, 389.11, 'WK', 1947, 1947, 0.13636363636363635, 1.2, 0] +['G Kishenchand', 23.55, 398.14, 'Bat', 1947, 1952, 0.5, 1.2, 0] +['KM Rangnekar', 21.07, 389.99, 'Bat', 1947, 1948, 0.4230769230769231, 1.2, 0] +['Amir Elahi', 10.3, 39.42, 'PartSpin', 1947, 1952, 0.5, 1.2, 0] +['DG Phadkar', 33.61, 37.96, 'Fast', 1947, 1959, 0.5, 1.016572127683239, 0] +['K Rai Singh', 16.65, 389.99, 'Bat', 1948, 1948, 0.8125, 1.2, 0] +['PK Sen', 12.95, 398.14, 'WK', 1948, 1952, 0.5, 1.2, 0] +['CR Rangachari', 4.26, 44.14, 'Fast', 1948, 1948, 0.5, 1.2, 0] +['KC Ibrahim', 26.7, 389.99, 'OpenBat', 1948, 1949, 0.5, 1.2, 0] +['KK Tarapore', 6.22, 48.66, 'Spin', 1948, 1948, 0.5, 1.2, 0] ['PR Umrigar', 45.83, 45.66, 'PartSpin', 1948, 1962, 0.5, 0.8463693169575522, 8] -['SA Banerjee', 7.24, 45.06, 'Med', 1949, 1949, 0.5, 1.516675046086811, 0] -['Ghulam Ahmed', 9.36, 35.21, 'Spin', 1949, 1959, 0.5, 0.9771816341918331, 3] -['NR Chowdhury', 4.16, 50.87, 'PartMed', 1949, 1951, 0.5, 1.031913822611497, 0] -['MR Rege', 20.38, 394.87, 'OpenBat', 1949, 1949, 0.5, 1.4, 0] +['SA Banerjee', 7.24, 45.06, 'Med', 1949, 1949, 0.5, 1.2, 0] +['Ghulam Ahmed', 9.36, 35.53, 'Spin', 1949, 1959, 0.5, 0.9771816341918331, 3] +['NR Chowdhury', 4.16, 50.87, 'Med', 1949, 1951, 0.5, 1.031913822611497, 0] +['MR Rege', 20.38, 394.87, 'OpenBat', 1949, 1949, 0.5, 1.2, 0] ['SN Banerjee', 12.32, 41.87, 'Fast', 1949, 1949, 0.5, 1.1928242697473468, 0] -['PG Joshi', 11.24, 426.74, 'WK', 1951, 1960, 0.5, 1.4, 0] -['P Roy', 34.74, 64.01, 'OpenBat', 1951, 1960, 0.5, 1.7074853397723353, 1] -['CD Gopinath', 25.74, 42.54, 'Bat', 1951, 1960, 0.5, 0.6165919282511211, 0] -['MK Mantri', 18.91, 415.66, 'WK', 1951, 1955, 0.5, 1.4, 0] +['PG Joshi', 11.24, 426.74, 'WK', 1951, 1960, 0.5, 1.2, 0] +['P Roy', 34.74, 64.01, 'OpenBat', 1951, 1960, 0.5, 1.2, 1] +['CD Gopinath', 25.74, 42.54, 'Bat', 1951, 1960, 0.5, 0.8, 0] +['MK Mantri', 18.91, 415.66, 'WK', 1951, 1955, 0.5, 1.2, 0] ['RV Divecha', 12.22, 42.17, 'Spin', 1952, 1952, 0.5, 0.9180144441053809, 0] ['SP Gupte', 6.49, 31.53, 'Spin', 1952, 1961, 0.5, 1.0498614650213087, 0] -['VL Manjrekar', 40.99, 56.4, 'Bat', 1952, 1965, 0.5, 0.5726184279021344, 0] -['DK Gaekwad', 21.47, 153.31, 'Bat', 1952, 1961, 0.5, 2.690582959641256, 4] +['VL Manjrekar', 40.99, 56.4, 'Bat', 1952, 1965, 0.5, 0.8, 0] +['DK Gaekwad', 21.47, 60.85, 'Bat', 1952, 1961, 0.5, 1.2, 4] ['GS Ramchand', 26.23, 51.02, 'PartFast', 1952, 1960, 0.5, 1.0268121061814197, 5] -['HG Gaekwad', 11.99, 45.01, 'PartSpin', 1952, 1952, 0.5, 0.5620664912700312, 0] -['S Nyalchand', 4.64, 38.71, 'Med', 1952, 1952, 0.5, 0.6706305309734514, 0] -['ML Apte', 31.91, 205.06, 'OpenBat', 1952, 1953, 0.5, 1.3274336283185841, 0] -['HT Dani', 27.81, 38.06, 'PartFast', 1952, 1952, 0.5, 0.8407079646017699, 0] -['V Rajindernath', 10.49, 410.12, 'WK', 1952, 1952, 0.5, 1.4, 0] -['ES Maka', 9.14, 410.12, 'WK', 1952, 1953, 0.5, 1.4, 0] -['RH Shodhan', 22.4, 143.4, 'Bat', 1952, 1953, 0.5, 1.1504424778761062, 0] -['CV Gadkari', 25.05, 148.61, 'Bat', 1953, 1955, 0.5, 1.1870218939593775, 0] -['JM Ghorpade', 16.24, 61.27, 'Bat', 1953, 1959, 0.5, 2.3497757847533634, 0] -['PH Punjabi', 22.07, 434.15, 'OpenBat', 1955, 1955, 0.5, 1.4, 0] -['NS Tamhane', 10.99, 419.14, 'WK', 1955, 1961, 0.5, 1.4, 0] -['P Bhandari', 20.46, 54.48, 'PartSpin', 1955, 1956, 0.5, 1.345291479820628, 0] -['JM Patel', 6.58, 35.51, 'Spin', 1955, 1960, 0.5, 0.9803770681031165, 0] +['HG Gaekwad', 11.99, 39.25, 'Spin', 1952, 1952, 0.5, 0.8, 0] +['S Nyalchand', 4.64, 39.43, 'Med', 1952, 1952, 0.5, 0.8, 0] +['ML Apte', 31.91, 205.06, 'OpenBat', 1952, 1953, 0.5, 1.2, 0] +['HT Dani', 27.81, 39.97, 'PartFast', 1952, 1952, 0.5, 0.8407079646017699, 0] +['V Rajindernath', 10.49, 410.12, 'WK', 1952, 1952, 0.5, 1.2, 0] +['ES Maka', 9.14, 410.12, 'WK', 1952, 1953, 0.5, 1.2, 0] +['RH Shodhan', 22.4, 54.54, 'Bat', 1952, 1953, 0.5, 1.1504424778761062, 0] +['CV Gadkari', 25.05, 57.14, 'Bat', 1953, 1955, 0.5, 1.1870218939593775, 0] +['JM Ghorpade', 16.24, 58.57, 'Bat', 1953, 1959, 0.5, 1.2, 0] +['PH Punjabi', 22.07, 434.15, 'OpenBat', 1955, 1955, 0.5, 1.2, 0] +['NS Tamhane', 10.99, 419.14, 'WK', 1955, 1961, 0.5, 1.2, 0] +['P Bhandari', 20.46, 52.32, 'PartSpin', 1955, 1956, 0.5, 1.2, 0] +['JM Patel', 6.58, 37.4, 'Spin', 1955, 1960, 0.5, 0.9803770681031165, 0] ['AG Kripal Singh', 26.44, 50.78, 'PartSpin', 1955, 1964, 0.5, 1.0079914389768196, 0] -['VN Swamy', 9.48, 144.28, 'PartFast', 1955, 1955, 0.5, 1.1312217194570136, 0] +['VN Swamy', 9.48, 52.55, 'Fast', 1955, 1955, 0.5, 1.1312217194570136, 0] ['NJ Contractor', 33.1, 73.35, 'OpenBat', 1955, 1962, 0.5, 1.1418783899514702, 12] -['VL Mehra', 22.87, 139.95, 'OpenBat', 1955, 1964, 0.5, 0.43668122270742354, 0] +['VL Mehra', 22.87, 52.11, 'OpenBat', 1955, 1964, 0.5, 0.8, 0] ['SR Patil', 16.86, 50.31, 'Fast', 1955, 1955, 0.5, 1.0033444816053512, 0] -['RG Nadkarni', 25.37, 29.03, 'Spin', 1955, 1968, 0.5, 0.7128878364731692, 0] +['RG Nadkarni', 25.37, 29.24, 'Spin', 1955, 1968, 0.5, 0.8, 0] ['GR Sunderam', 9.07, 48.78, 'Fast', 1955, 1956, 0.5, 1.127870634597092, 0] -['CT Patankar', 14.57, 426.74, 'WK', 1956, 1956, 0.5, 1.4, 0] +['CT Patankar', 14.57, 426.74, 'WK', 1956, 1956, 0.5, 1.2, 0] ['CG Borde', 35.21, 45.2, 'PartSpin', 1958, 1969, 0.5, 1.074449050355075, 1] -['GM Guard', 6.99, 37.8, 'Fast', 1958, 1960, 0.5, 1.2147910826324924, 0] -['MS Hardikar', 20.26, 59.52, 'PartSpin', 1958, 1958, 0.5, 1.3520157325467062, 0] -['VB Ranjane', 8.42, 45.99, 'Fast', 1958, 1964, 0.5, 1.3268365817091456, 0] -['RB Kenny', 29.3, 405.41, 'Bat', 1959, 1960, 0.5, 1.4, 0] +['GM Guard', 6.99, 42.06, 'Fast', 1958, 1960, 0.5, 1.2, 0] +['MS Hardikar', 20.26, 59.52, 'PartSpin', 1958, 1958, 0.5, 1.2, 0] +['VB Ranjane', 8.42, 45.99, 'Fast', 1958, 1964, 0.5, 1.2, 0] +['RB Kenny', 29.09, 405.41, 'Bat', 1959, 1960, 0.5, 1.2, 0] ['Surendranath', 9.92, 42.28, 'Med', 1959, 1961, 0.5, 1.0603197406093399, 0] -['AK Sengupta', 15.14, 412.37, 'OpenBat', 1959, 1959, 0.5, 1.4, 0] -['RB Desai', 13.11, 37.09, 'Fast', 1959, 1968, 0.5, 1.2488607142614827, 0] +['AK Sengupta', 15.14, 412.37, 'OpenBat', 1959, 1959, 0.5, 1.2, 0] +['RB Desai', 13.11, 37.09, 'Fast', 1959, 1968, 0.5, 1.2, 0] ['ML Jaisimha', 29.86, 55.18, 'OpenPartSpin', 1959, 1971, 0.5, 0.9966218246955435, 0] -['AL Apte', 19.46, 412.37, 'OpenBat', 1959, 1959, 0.5, 1.4, 0] -['AA Baig', 23.01, 196.14, 'Bat', 1959, 1967, 0.5, 2.109704641350211, 0] +['AL Apte', 19.46, 412.37, 'OpenBat', 1959, 1959, 0.5, 1.2, 0] +['AA Baig', 23.01, 196.14, 'Bat', 1959, 1967, 0.5, 1.2, 0] ['VM Muddiah', 8.08, 41.37, 'Spin', 1959, 1960, 0.5, 1.1040619592980143, 0] ['SA Durani', 24.19, 36.01, 'Spin', 1960, 1973, 0.5, 1.0391435506874174, 0] -['BK Kunderan', 30.25, 197.82, 'OpenWK', 1960, 1967, 0.5, 1.371308016877637, 0] +['BK Kunderan', 30.25, 197.82, 'OpenWK', 1960, 1967, 0.5, 1.2, 0] ['AG Milkha Singh', 20.46, 202.7, 'Bat', 1960, 1961, 0.5, 0.8733624454148471, 0] -['MM Sood', 15.56, 405.41, 'Bat', 1960, 1960, 0.5, 1.4, 0] -['RF Surti', 28.39, 55.15, 'Med', 1960, 1969, 0.5, 1.283485428319105, 0] -['BP Gupte', 6.05, 43.94, 'PartSpin', 1961, 1965, 0.5, 1.3031626899667674, 0] -['VV Kumar', 4.64, 30.03, 'Spin', 1961, 1961, 0.5, 0.8634938728982617, 0] -['FM Engineer', 29.89, 384.62, 'OpenWK', 1961, 1975, 0.5, 1.4, 0] -['DN Sardesai', 37.9, 193.17, 'Bat', 1961, 1972, 0.5, 1.9228030195128898, 0] -['MAK Pataudi', 33.57, 90.96, 'Bat', 1961, 1975, 0.5, 1.6736401673640164, 40] +['MM Sood', 15.56, 405.41, 'Bat', 1960, 1960, 0.5, 1.2, 0] +['RF Surti', 28.39, 55.15, 'Med', 1960, 1969, 0.5, 1.2, 0] +['BP Gupte', 6.05, 43.94, 'Spin', 1961, 1965, 0.5, 1.2, 0] +['VV Kumar', 4.64, 34.31, 'Spin', 1961, 1961, 0.5, 0.8634938728982617, 0] +['FM Engineer', 29.89, 384.62, 'OpenWK', 1961, 1975, 0.5, 1.2, 0] +['DN Sardesai', 37.9, 193.17, 'Bat', 1961, 1972, 0.5, 1.2, 0] +['MAK Pataudi', 33.57, 90.96, 'Bat', 1961, 1975, 0.5, 1.2, 40] ['EAS Prasanna', 11.08, 29.32, 'Spin', 1962, 1978, 0.5, 0.9837436167454567, 0] ['BS Chandrasekhar', 4.0, 29.22, 'Spin', 1964, 1979, 0.5, 1.0866997401370186, 0] -['Rajinder Pal', 6.57, 37.36, 'PartFast', 1964, 1964, 0.5, 0.7140538786108406, 0] -['Hanumant Singh', 29.33, 138.97, 'Bat', 1964, 1969, 0.5, 1.948051948051948, 0] -['KS Indrajitsinhji', 14.23, 386.35, 'OpenWK', 1964, 1969, 0.5, 1.4, 0] +['Rajinder Pal', 6.57, 37.14, 'PartFast', 1964, 1964, 0.5, 0.8, 0] +['Hanumant Singh', 29.33, 58.8, 'Bat', 1964, 1969, 0.5, 1.2, 0] +['KS Indrajitsinhji', 14.23, 386.35, 'OpenWK', 1964, 1969, 0.5, 1.2, 0] ['S Venkataraghavan', 11.55, 35.7, 'Spin', 1965, 1983, 0.5, 0.9088929219600725, 5] ['V Subramanya', 18.28, 65.78, 'PartMed', 1965, 1968, 0.5, 1.141267317737906, 0] -['AL Wadekar', 29.98, 140.13, 'Bat', 1966, 1974, 0.5, 2.2171459285138404, 16] +['AL Wadekar', 29.98, 61.32, 'Bat', 1966, 1974, 0.5, 1.2, 16] ['BS Bedi', 8.87, 28.35, 'Spin', 1967, 1979, 0.5, 0.8648480108231514, 22] -['S Guha', 6.71, 36.75, 'PartFast', 1967, 1969, 0.5, 1.158387445215599, 0] -['RC Saxena', 23.87, 132.26, 'OpenBat', 1967, 1967, 0.29069767441860467, 2.310924369747899, 0] +['S Guha', 6.71, 40.76, 'Fast', 1967, 1969, 0.5, 1.158387445215599, 0] +['RC Saxena', 23.87, 48.28, 'OpenBat', 1967, 1967, 0.29069767441860467, 1.2, 0] ['S Abid Ali', 19.65, 42.68, 'Fast', 1967, 1974, 0.5, 1.1692729248358293, 0] -['UN Kulkarni', 8.61, 56.9, 'PartFast', 1967, 1968, 0.5, 1.3336820083682006, 0] -['CPS Chauhan', 31.21, 56.91, 'OpenBat', 1969, 1981, 0.5, 1.4447321793648633, 0] -['AV Mankad', 25.12, 144.85, 'OpenBat', 1969, 1978, 0.5, 2.5170731707317073, 0] -['AM Pai', 5.92, 38.25, 'Fast', 1969, 1969, 0.5, 0.6798245614035089, 0] -['AK Roy', 23.01, 383.75, 'Bat', 1969, 1969, 0.5, 1.4, 0] -['A Gandotra', 15.66, 130.07, 'Bat', 1969, 1969, 0.5, 2.0833333333333335, 0] +['UN Kulkarni', 8.61, 56.9, 'Fast', 1967, 1968, 0.5, 1.2, 0] +['CPS Chauhan', 31.21, 56.91, 'OpenBat', 1969, 1981, 0.5, 1.2, 0] +['AV Mankad', 25.12, 60.17, 'OpenBat', 1969, 1978, 0.5, 1.2, 0] +['AM Pai', 5.92, 38.25, 'Fast', 1969, 1969, 0.5, 0.8, 0] +['AK Roy', 23.01, 383.75, 'Bat', 1969, 1969, 0.5, 1.2, 0] +['A Gandotra', 15.66, 46.93, 'Bat', 1969, 1969, 0.5, 1.2, 0] ['ED Solkar', 25.11, 51.38, 'PartSpin', 1969, 1977, 0.5, 1.142918179876095, 0] -['GR Viswanath', 41.96, 63.73, 'Bat', 1969, 1983, 0.5, 1.5584415584415585, 2] +['GR Viswanath', 41.96, 63.73, 'Bat', 1969, 1983, 0.5, 1.2, 2] ['M Amarnath', 42.29, 54.73, 'PartMed', 1969, 1988, 0.5, 1.1101512596665808, 0] -['HK Jayantilal', 20.59, 386.72, 'OpenBat', 1971, 1971, 0.5, 1.4, 0] -['P Krishnamurthy', 8.2, 386.72, 'WK', 1971, 1971, 0.5, 1.4, 0] -['SM Gavaskar', 51.28, 121.91, 'OpenBat', 1971, 1987, 0.5, 1.2320574162679425, 47] -['RD Parkar', 19.76, 392.93, 'OpenBat', 1972, 1973, 0.3448275862068966, 1.4, 0] +['HK Jayantilal', 20.59, 386.72, 'OpenBat', 1971, 1971, 0.5, 1.2, 0] +['P Krishnamurthy', 8.2, 386.72, 'WK', 1971, 1971, 0.5, 1.2, 0] +['SM Gavaskar', 51.28, 121.91, 'OpenBat', 1971, 1987, 0.5, 1.2, 47] +['RD Parkar', 19.76, 392.93, 'OpenBat', 1972, 1973, 0.3448275862068966, 1.2, 0] ['S Madan Lal', 22.56, 39.07, 'Med', 1974, 1986, 0.5, 1.06645082841046, 0] -['BP Patel', 29.51, 400.27, 'Bat', 1974, 1977, 0.5, 1.4, 0] -['SS Naik', 21.22, 395.39, 'OpenBat', 1974, 1975, 0.5, 1.4, 0] -['HS Kanitkar', 25.51, 395.39, 'Bat', 1974, 1974, 0.5, 1.4, 0] -['PH Sharma', 22.98, 42.43, 'Bat', 1974, 1977, 0.5, 0.7905138339920948, 0] -['AD Gaekwad', 29.96, 56.48, 'OpenBat', 1975, 1985, 0.5, 1.2581578416201307, 0] +['BP Patel', 29.51, 400.27, 'Bat', 1974, 1977, 0.5, 1.2, 0] +['SS Naik', 21.22, 395.39, 'OpenBat', 1974, 1975, 0.5, 1.2, 0] +['HS Kanitkar', 25.51, 395.39, 'Bat', 1974, 1974, 0.5, 1.2, 0] +['PH Sharma', 22.98, 41.8, 'Bat', 1974, 1977, 0.5, 0.8, 0] +['AD Gaekwad', 29.96, 56.48, 'OpenBat', 1975, 1985, 0.5, 1.2, 0] ['KD Ghavri', 21.13, 36.95, 'Med', 1975, 1981, 0.5, 1.1899543894214701, 0] ['S Amarnath', 28.02, 199.93, 'Bat', 1976, 1978, 0.5, 1.0570824524312896, 0] -['SMH Kirmani', 27.11, 200.47, 'WK', 1976, 1986, 0.5, 1.537551744529864, 0] -['DB Vengsarkar', 41.59, 197.43, 'Bat', 1976, 1992, 0.5, 1.702127659574468, 10] -['Yajurvindra Singh', 23.78, 137.42, 'PartMed', 1977, 1979, 0.30704225352112674, 0.9541984732824427, 0] +['SMH Kirmani', 27.11, 200.47, 'WK', 1976, 1986, 0.5, 1.2, 0] +['DB Vengsarkar', 41.59, 197.43, 'Bat', 1976, 1992, 0.5, 1.2, 10] +['Yajurvindra Singh', 23.78, 54.5, 'PartMed', 1977, 1979, 0.30704225352112674, 0.9541984732824427, 0] ['N Kapil Dev', 30.34, 28.96, 'Fast', 1978, 1994, 0.5, 1.015714218051879, 34] ['MV Narasimha Rao', 22.58, 48.52, 'PartSpin', 1979, 1979, 0.5, 1.114274494404084, 0] -['DD Parsana', 15.09, 36.75, 'PartFast', 1979, 1979, 0.5, 0.946969696969697, 0] -['B Reddy', 10.59, 401.2, 'WK', 1979, 1979, 0.38, 1.4, 0] -['Yashpal Sharma', 33.54, 45.43, 'Bat', 1979, 1983, 0.5, 1.2734082397003745, 0] +['DD Parsana', 15.09, 37.98, 'PartFast', 1979, 1979, 0.5, 0.946969696969697, 0] +['B Reddy', 10.59, 401.2, 'WK', 1979, 1979, 0.38, 1.2, 0] +['Yashpal Sharma', 33.54, 45.43, 'Bat', 1979, 1983, 0.5, 1.2, 0] ['DR Doshi', 4.77, 31.14, 'Spin', 1979, 1983, 0.5, 0.8442032741201797, 0] ['NS Yadav', 13.84, 38.23, 'Spin', 1979, 1987, 0.5, 0.9659315753498579, 0] -['RMH Binny', 23.22, 53.34, 'Med', 1979, 1987, 0.5, 1.205627308689843, 0] +['RMH Binny', 23.22, 53.34, 'Med', 1979, 1987, 0.5, 1.2, 0] ['SM Patil', 37.15, 48.5, 'Bat', 1980, 1984, 0.5, 0.8393075712537156, 0] ['KBJ Azad', 20.19, 57.49, 'PartSpin', 1981, 1983, 0.5, 1.1218045112781954, 0] ['RJ Shastri', 34.97, 40.01, 'Spin', 1981, 1992, 0.5, 0.8598689366032604, 1] -['B Yograj Singh', 8.55, 56.65, 'PartFast', 1981, 1981, 0.2, 1.5730337078651684, 0] -['TE Srinivasan', 20.49, 400.94, 'Bat', 1981, 1981, 0.25806451612903225, 1.4, 0] -['K Srikkanth', 29.19, 145.56, 'OpenBat', 1981, 1992, 0.5, 1.1557177615571774, 4] -['AO Malhotra', 29.99, 197.43, 'Bat', 1982, 1985, 0.5, 0.37037037037037035, 0] -['P Roy', 24.98, 402.41, 'OpenBat', 1982, 1982, 0.30869565217391304, 1.4, 0] -['GAHM Parkar', 23.66, 402.41, 'OpenBat', 1982, 1982, 0.15555555555555556, 1.4, 0] -['SV Nayak', 16.23, 63.5, 'PartSpin', 1982, 1982, 0.3877551020408163, 1.2889366272824918, 0] -['J Arun Lal', 26.14, 142.49, 'OpenBat', 1982, 1989, 0.5, 0.9580291970802919, 0] +['B Yograj Singh', 8.55, 56.65, 'Fast', 1981, 1981, 0.2, 1.2, 0] +['TE Srinivasan', 20.49, 400.94, 'Bat', 1981, 1981, 0.25806451612903225, 1.2, 0] +['K Srikkanth', 29.19, 84.99, 'OpenBat', 1981, 1992, 0.5, 1.1557177615571774, 4] +['AO Malhotra', 29.55, 197.43, 'Bat', 1982, 1985, 0.5, 0.8, 0] +['P Roy', 24.98, 402.41, 'OpenBat', 1982, 1982, 0.30869565217391304, 1.2, 0] +['GAHM Parkar', 23.66, 402.41, 'OpenBat', 1982, 1982, 0.15555555555555556, 1.2, 0] +['SV Nayak', 16.23, 63.5, 'Spin', 1982, 1982, 0.3877551020408163, 1.2, 0] +['J Arun Lal', 26.14, 57.82, 'OpenBat', 1982, 1989, 0.5, 0.9580291970802919, 0] ['RC Shukla', 19.71, 41.83, 'Spin', 1982, 1982, 0.5, 1.1661807580174928, 0] ['Maninder Singh', 5.41, 36.1, 'Spin', 1982, 1993, 0.5, 0.8793348292009767, 0] -['BS Sandhu', 16.39, 49.03, 'PartFast', 1983, 1983, 0.5, 1.231755860238832, 0] -['TAP Sekhar', 8.22, 53.63, 'PartFast', 1983, 1983, 0.0, 1.426360017691287, 0] +['BS Sandhu', 16.39, 49.03, 'Fast', 1983, 1983, 0.5, 1.2, 0] +['TAP Sekhar', 8.22, 50.11, 'Fast', 1983, 1983, 0.0, 1.2, 0] ['L Sivaramakrishnan', 14.95, 60.26, 'Spin', 1983, 1986, 0.5, 1.0749659672346619, 0] -['AR Bhat', 7.52, 36.86, 'Spin', 1983, 1983, 0.5, 0.7776290040168915, 0] -['NS Sidhu', 42.22, 200.4, 'OpenBat', 1983, 1999, 0.5, 3.2967032967032965, 0] -['C Sharma', 21.26, 38.33, 'Fast', 1984, 1989, 0.5, 1.3649845390100759, 0] +['AR Bhat', 7.52, 37.39, 'Spin', 1983, 1983, 0.5, 0.8, 0] +['NS Sidhu', 42.22, 200.4, 'OpenBat', 1983, 1999, 0.5, 1.2, 0] +['C Sharma', 21.26, 38.33, 'Fast', 1984, 1989, 0.5, 1.2, 0] ['M Prabhakar', 32.33, 39.23, 'Med', 1984, 1995, 0.5, 1.0528869124186848, 0] -['M Azharuddin', 45.02, 146.92, 'Bat', 1985, 2000, 0.5, 2.695115103874228, 47] -['G Sharma', 12.39, 46.57, 'Spin', 1985, 1990, 0.5, 0.7028931282948115, 0] -['LS Rajput', 29.22, 395.26, 'OpenBat', 1985, 1985, 0.5, 1.4, 0] -['S Viswanath', 16.23, 395.26, 'WK', 1985, 1985, 0.5, 1.4, 0] -['KS More', 25.45, 198.02, 'WK', 1986, 1993, 0.5, 2.1978021978021975, 0] -['CS Pandit', 28.49, 391.9, 'WK', 1986, 1992, 0.5166163141993958, 1.4, 0] -['RR Kulkarni', 11.62, 53.91, 'Fast', 1986, 1987, 0.5, 1.3581428742371664, 0] +['M Azharuddin', 45.02, 60.28, 'Bat', 1985, 2000, 0.5, 1.2, 47] +['G Sharma', 12.39, 46.57, 'Spin', 1985, 1990, 0.5, 0.8, 0] +['LS Rajput', 29.22, 395.26, 'OpenBat', 1985, 1985, 0.5, 1.2, 0] +['S Viswanath', 16.23, 395.26, 'WK', 1985, 1985, 0.5, 1.2, 0] +['KS More', 25.45, 198.02, 'WK', 1986, 1993, 0.5, 1.2, 0] +['CS Pandit', 28.49, 391.9, 'WK', 1986, 1992, 0.5166163141993958, 1.2, 0] +['RR Kulkarni', 11.62, 53.91, 'Fast', 1986, 1987, 0.5, 1.2, 0] ['B Arun', 16.93, 54.62, 'Med', 1986, 1987, 0.5, 1.0079944386513728, 0] -['R Lamba', 30.53, 390.75, 'Bat', 1986, 1987, 0.5, 1.4, 0] +['R Lamba', 28.55, 390.75, 'Bat', 1986, 1987, 0.5, 1.2, 0] ['Arshad Ayub', 16.6, 41.01, 'Spin', 1987, 1989, 0.32125, 0.8628008628008628, 0] -['SV Manjrekar', 37.13, 199.93, 'Bat', 1987, 1996, 0.3867853085952291, 1.93215972520395, 0] +['SV Manjrekar', 37.13, 199.93, 'Bat', 1987, 1996, 0.3867853085952291, 1.2, 0] ['ND Hirwani', 6.25, 35.05, 'Spin', 1988, 1996, 0.5, 1.012353394721021, 0] ['WV Raman', 26.52, 63.27, 'OpenPartSpin', 1988, 1997, 0.378698224852071, 0.8117291719103951, 0] -['AK Sharma', 39.76, 134.5, 'PartSpin', 1988, 1988, 0.3136094674556213, 0.8241758241758241, 0] -['RGM Patel', 5.12, 61.06, 'PartFast', 1988, 1988, 0.0, 1.334379905808477, 0] -['SK Sharma', 21.55, 52.9, 'Med', 1988, 1990, 0.7, 1.3112491373360937, 0] -['M Venkataramana', 7.81, 48.73, 'PartSpin', 1989, 1989, 0.0, 1.8210361067503926, 0] -['SA Ankola', 8.87, 42.79, 'Fast', 1989, 1989, 0.5454545454545454, 1.5628815628815629, 0] +['AK Sharma', 29.85, 50.09, 'PartSpin', 1988, 1988, 0.3136094674556213, 0.8241758241758241, 0] +['RGM Patel', 5.12, 59.02, 'PartFast', 1988, 1988, 0.0, 1.2, 0] +['SK Sharma', 21.55, 52.9, 'Med', 1988, 1990, 0.7, 1.2, 0] +['M Venkataramana', 7.81, 48.73, 'PartSpin', 1989, 1989, 0.0, 1.2, 0] +['SA Ankola', 8.87, 42.79, 'Fast', 1989, 1989, 0.5454545454545454, 1.2, 0] ['SR Tendulkar', 52.49, 72.29, 'Bat', 1989, 2013, 0.5, 1.191356450790413, 25] -['V Razdan', 12.5, 48.12, 'Fast', 1989, 1989, 0.6, 1.2912087912087913, 0] +['V Razdan', 12.5, 48.12, 'Fast', 1989, 1989, 0.6, 1.2, 0] ['SLV Raju', 9.68, 33.9, 'Spin', 1990, 2001, 0.5, 0.8170046784027087, 0] -['AS Wassan', 12.55, 46.49, 'Fast', 1990, 1990, 0.706766917293233, 1.5557476231633534, 0] -['Gursharan Singh', 25.74, 396.04, 'Bat', 1990, 1990, 0.47368421052631576, 1.4, 0] +['AS Wassan', 12.55, 46.49, 'Fast', 1990, 1990, 0.706766917293233, 1.2, 0] +['Gursharan Singh', 25.74, 396.04, 'Bat', 1990, 1990, 0.47368421052631576, 1.2, 0] ['A Kumble', 17.61, 29.38, 'Spin', 1990, 2008, 0.3882261812548412, 0.9360975112199102, 14] ['J Srinath', 14.44, 30.99, 'Fast', 1991, 2002, 0.4953362788414335, 1.035717575534267, 0] ['ST Banerjee', 10.56, 51.27, 'Fast', 1992, 1992, 0.42857142857142855, 0.9529602595296025, 0] -['PK Amre', 32.96, 399.87, 'Bat', 1992, 1993, 0.5, 1.4, 0] -['A Jadeja', 29.14, 406.5, 'OpenBat', 1992, 2000, 0.39371155160628846, 1.4, 0] +['PK Amre', 32.96, 399.87, 'Bat', 1992, 1993, 0.5, 1.2, 0] +['A Jadeja', 28.22, 406.5, 'OpenBat', 1992, 2000, 0.39371155160628846, 1.2, 0] ['RK Chauhan', 9.83, 47.4, 'Spin', 1993, 1998, 0.28160919540229884, 0.8500645444807603, 0] -['VG Kambli', 47.06, 402.41, 'Bat', 1993, 1995, 0.5, 1.4, 0] -['V Yadav', 22.13, 403.77, 'WK', 1993, 1993, 1.2, 1.4, 0] -['NR Mongia', 24.03, 400.0, 'WK', 1994, 2001, 0.3853554249064671, 1.4, 0] +['VG Kambli', 44.48, 402.41, 'Bat', 1993, 1995, 0.5, 1.2, 0] +['V Yadav', 22.13, 403.77, 'WK', 1993, 1993, 1.2, 1.2, 0] +['NR Mongia', 24.03, 400.0, 'WK', 1994, 2001, 0.3853554249064671, 1.2, 0] ['AR Kapoor', 16.23, 51.92, 'Spin', 1994, 1996, 0.5359116022099447, 0.869772835800532, 0] ['SB Joshi', 18.77, 36.93, 'Spin', 1996, 2000, 0.42206235011990406, 0.9031028032024312, 0] -['PL Mhambrey', 12.8, 41.93, 'PartMed', 1996, 1996, 0.5225225225225225, 1.2470508931580722, 0] +['PL Mhambrey', 12.8, 41.93, 'Med', 1996, 1996, 0.5225225225225225, 1.2, 0] ['BKV Prasad', 7.21, 37.94, 'Fast', 1996, 2001, 0.2887624466571835, 1.0117419275189288, 0] -['V Rathour', 26.4, 406.5, 'OpenBat', 1996, 1997, 0.34203655352480417, 1.4, 0] -['R Dravid', 49.38, 188.8, 'Bat', 1996, 2012, 0.4251071725638237, 0.6372549019607843, 25] +['V Rathour', 26.4, 406.5, 'OpenBat', 1996, 1997, 0.34203655352480417, 1.2, 0] +['R Dravid', 49.38, 188.8, 'Bat', 1996, 2012, 0.4251071725638237, 0.8, 25] ['SC Ganguly', 40.83, 57.62, 'PartMed', 1996, 2008, 0.5125799573560768, 1.0822085810578088, 49] -['DJ Johnson', 6.41, 50.5, 'Med', 1996, 1996, 0.22857142857142856, 1.2952898550724639, 0] -['VVS Laxman', 43.4, 57.57, 'Bat', 1996, 2012, 0.49373067191453474, 0.7625272331154684, 0] -['D Ganesh', 10.73, 48.74, 'PartMed', 1997, 1997, 0.20491803278688525, 1.3388379632869172, 0] +['DJ Johnson', 6.41, 50.5, 'Med', 1996, 1996, 0.22857142857142856, 1.2, 0] +['VVS Laxman', 43.4, 57.57, 'Bat', 1996, 2012, 0.49373067191453474, 0.8, 0] +['D Ganesh', 10.73, 48.74, 'Med', 1997, 1997, 0.20491803278688525, 1.2, 0] ['A Kuruvilla', 6.76, 44.08, 'Fast', 1997, 1997, 0.4024390243902439, 1.0868439489475767, 0] -['NM Kulkarni', 7.18, 49.17, 'PartSpin', 1997, 2001, 0.11904761904761904, 0.9372177055103885, 0] -['DS Mohanty', 8.46, 35.13, 'Med', 1997, 1997, 0.0, 1.1952988247061767, 0] -['Harvinder Singh', 9.04, 50.1, 'PartFast', 1998, 2001, 0.15789473684210525, 1.3924431732650913, 0] +['NM Kulkarni', 7.18, 49.17, 'Spin', 1997, 2001, 0.11904761904761904, 0.9372177055103885, 0] +['DS Mohanty', 8.46, 38.15, 'Med', 1997, 1997, 0.0, 1.1952988247061767, 0] +['Harvinder Singh', 9.04, 50.1, 'Fast', 1998, 2001, 0.15789473684210525, 1.2, 0] ['Harbhajan Singh', 16.81, 29.94, 'Spin', 1998, 2015, 0.6480186480186481, 0.9050692435581428, 0] ['AB Agarkar', 16.28, 47.47, 'Fast', 1998, 2006, 0.5282146160962072, 1.1341077216416262, 0] -['RR Singh', 27.77, 63.08, 'PartFast', 1998, 1998, 0.5, 1.1307420494699647, 0] -['R Singh', 3.76, 45.69, 'Fast', 1999, 1999, 0.0, 1.5277777777777777, 0] -['S Ramesh', 37.51, 197.56, 'OpenBat', 1999, 2001, 0.46528250510551394, 1.6362252663622527, 0] +['RR Singh', 27.77, 61.52, 'PartFast', 1998, 1998, 0.5, 1.1307420494699647, 0] +['R Singh', 3.76, 45.69, 'Fast', 1999, 1999, 0.0, 1.2, 0] +['S Ramesh', 37.51, 197.56, 'OpenBat', 1999, 2001, 0.46528250510551394, 1.2, 0] ['A Nehra', 5.5, 44.62, 'Fast', 1999, 2004, 0.30078125, 1.0863015971427823, 0] -['DJ Gandhi', 26.86, 396.3, 'OpenBat', 1999, 1999, 0.3743119266055046, 1.4, 0] -['MSK Prasad', 15.24, 395.13, 'WK', 1999, 2000, 0.2864864864864865, 1.4, 0] +['DJ Gandhi', 26.86, 396.3, 'OpenBat', 1999, 1999, 0.3743119266055046, 1.2, 0] +['MSK Prasad', 15.24, 395.13, 'WK', 1999, 2000, 0.2864864864864865, 1.2, 0] ['R Vijay Bharadwaj', 23.48, 74.94, 'PartSpin', 1999, 2000, 0.19310344827586207, 0.8901336586989075, 0] -['HH Kanitkar', 30.75, 146.15, 'Bat', 1999, 2000, 0.4, 0.684931506849315, 0] -['W Jaffer', 32.2, 188.8, 'OpenBat', 2000, 2008, 0.480593325092707, 0.53475935828877, 0] +['HH Kanitkar', 29.51, 60.53, 'Bat', 1999, 2000, 0.4, 0.8, 0] +['W Jaffer', 32.2, 188.8, 'OpenBat', 2000, 2008, 0.480593325092707, 0.8, 0] ['M Kartik', 11.99, 37.21, 'Spin', 2000, 2004, 0.38095238095238093, 0.8517002845925341, 0] -['N Chopra', 15.3, 63.03, 'PartSpin', 2000, 2000, 0.1, 1.1130136986301369, 0] -['M Kaif', 28.2, 135.7, 'Bat', 2000, 2006, 0.40310077519379844, 0.44296788482835, 0] +['N Chopra', 15.3, 59.87, 'Spin', 2000, 2000, 0.1, 1.1130136986301369, 0] +['M Kaif', 28.2, 52.2, 'Bat', 2000, 2006, 0.40310077519379844, 0.8, 0] ['SS Das', 34.05, 195.19, 'OpenBat', 2000, 2002, 0.3891987085412386, 1.074938574938575, 0] -['SS Karim', 33.78, 395.13, 'WK', 2000, 2000, 0.32608695652173914, 1.4, 0] +['SS Karim', 29.86, 395.13, 'WK', 2000, 2000, 0.32608695652173914, 1.2, 0] ['Z Khan', 10.99, 30.29, 'Fast', 2000, 2014, 0.5170096598068039, 1.039025564977122, 0] -['V Dahiya', 19.8, 395.13, 'WK', 2000, 2000, 0.4, 1.4, 0] +['V Dahiya', 19.8, 395.13, 'WK', 2000, 2000, 0.4, 1.2, 0] ['Sarandeep Singh', 14.32, 45.57, 'Spin', 2000, 2002, 0.3161764705882353, 1.0165032288926092, 0] -['RL Sanghvi', 6.11, 54.96, 'Spin', 2001, 2001, 0.09090909090909091, 2.1365960555149743, 0] +['RL Sanghvi', 6.11, 54.96, 'Spin', 2001, 2001, 0.09090909090909091, 1.2, 0] ['SV Bahutule', 19.54, 38.72, 'Spin', 2001, 2001, 0.37142857142857144, 1.1242800177226406, 0] -['SS Dighe', 19.46, 390.37, 'WK', 2001, 2001, 0.38315217391304346, 1.4, 0] -['HK Badani', 25.44, 195.19, 'Bat', 2001, 2001, 0.3790322580645161, 0.7179054054054054, 0] -['D Dasgupta', 20.95, 387.22, 'OpenWK', 2001, 2002, 0.30550621669627, 1.4, 0] +['SS Dighe', 19.46, 390.37, 'WK', 2001, 2001, 0.38315217391304346, 1.2, 0] +['HK Badani', 25.44, 195.19, 'Bat', 2001, 2001, 0.3790322580645161, 0.8, 0] +['D Dasgupta', 20.95, 387.22, 'OpenWK', 2001, 2002, 0.30550621669627, 1.2, 0] ['V Sehwag', 45.37, 59.12, 'OpenPartSpin', 2001, 2013, 0.8223350253807107, 0.9669308624012455, 4] ['SB Bangar', 24.09, 49.55, 'OpenPartFast', 2001, 2002, 0.32480995162404974, 0.9032733784531114, 0] -['IR Siddiqui', 8.83, 48.2, 'OpenPartFast', 2001, 2001, 0.9666666666666667, 0.8534850640113797, 0] +['IR Siddiqui', 8.83, 48.2, 'OpenFast', 2001, 2001, 0.9666666666666667, 0.8534850640113797, 0] ['T Yohannan', 6.58, 55.82, 'Fast', 2001, 2002, 0.43333333333333335, 1.0570213468764194, 0] -['A Ratra', 17.65, 193.61, 'WK', 2002, 2002, 0.3058161350844278, 0.334448160535117, 0] -['PA Patel', 28.34, 369.12, 'WK', 2002, 2018, 0.4846912298910223, 1.4, 0] +['A Ratra', 17.65, 193.61, 'WK', 2002, 2002, 0.3058161350844278, 0.8, 0] +['PA Patel', 28.34, 369.12, 'WK', 2002, 2018, 0.4846912298910223, 1.2, 0] ['L Balaji', 6.54, 39.37, 'Fast', 2003, 2005, 0.40476190476190477, 1.1210862477109294, 0] -['A Chopra', 24.22, 377.6, 'OpenBat', 2003, 2004, 0.34600158353127475, 1.4, 0] +['A Chopra', 24.22, 377.6, 'OpenBat', 2003, 2004, 0.34600158353127475, 1.2, 0] ['Yuvraj Singh', 31.15, 63.37, 'Bat', 2003, 2012, 0.5797985962770827, 1.1191243414659098, 0] ['IK Pathan', 29.12, 35.09, 'Fast', 2003, 2008, 0.5322736030828517, 1.0476429657020876, 0] -['G Gambhir', 38.72, 184.56, 'OpenBat', 2004, 2016, 0.5149373992810214, 0.6329113924050632, 0] -['KD Karthik', 25.54, 367.76, 'WK', 2004, 2010, 0.5, 1.4, 0] -['MS Dhoni', 35.15, 184.56, 'WK', 2005, 2014, 0.5911019517517275, 1.3251582278481011, 60] -['RP Singh', 6.08, 44.34, 'Fast', 2006, 2011, 0.42028985507246375, 1.264328935994287, 0] +['G Gambhir', 38.72, 184.56, 'OpenBat', 2004, 2016, 0.5149373992810214, 0.8, 0] +['KD Karthik', 25.54, 367.76, 'WK', 2004, 2010, 0.5, 1.2, 0] +['MS Dhoni', 35.15, 184.56, 'WK', 2005, 2014, 0.5911019517517275, 1.2, 60] +['RP Singh', 6.08, 44.34, 'Fast', 2006, 2011, 0.42028985507246375, 1.2, 0] ['S Sreesanth', 8.56, 44.21, 'Fast', 2006, 2011, 0.5213358070500927, 1.1497464828337682, 0] ['PP Chawla', 16.63, 47.14, 'Spin', 2006, 2012, 0.2608695652173913, 1.0419882679839456, 0] ['MM Patel', 7.8, 37.14, 'Fast', 2006, 2011, 0.4225352112676056, 0.9667132466229531, 0] -['VRV Singh', 12.01, 40.43, 'Fast', 2006, 2007, 1.119047619047619, 1.2196166918968325, 0] +['VRV Singh', 12.01, 40.43, 'Fast', 2006, 2007, 1.119047619047619, 1.2, 0] ['RR Powar', 14.78, 44.37, 'Spin', 2007, 2007, 0.7222222222222222, 0.891912320483749, 0] ['I Sharma', 7.78, 33.26, 'Fast', 2007, 2018, 0.283308568598316, 1.0302547770700639, 0] ['A Mishra', 18.94, 34.62, 'Spin', 2008, 2016, 0.5874886672710788, 1.0166368977409317, 0] ['M Vijay', 37.14, 63.94, 'OpenBat', 2008, 2018, 0.46258668937826986, 0.9700842288701715, 0] ['PP Ojha', 6.01, 31.16, 'Spin', 2009, 2013, 0.18089430894308944, 0.8534371432314573, 0] -['S Badrinath', 30.45, 369.12, 'Bat', 2010, 2010, 0.3539325842696629, 1.4, 0] -['WP Saha', 28.39, 370.71, 'WK', 2010, 2018, 0.4459770114942529, 1.4, 0] -['A Mithun', 11.8, 43.62, 'Med', 2010, 2011, 0.4819277108433735, 1.20253164556962, 0] +['S Badrinath', 28.08, 369.12, 'Bat', 2010, 2010, 0.3539325842696629, 1.2, 0] +['WP Saha', 28.39, 370.71, 'WK', 2010, 2018, 0.4459770114942529, 1.2, 0] +['A Mithun', 11.8, 43.62, 'Med', 2010, 2011, 0.4819277108433735, 1.2, 0] ['SK Raina', 24.33, 55.14, 'PartSpin', 2010, 2015, 0.5314878892733564, 1.1068485104352135, 0] -['CA Pujara', 46.82, 185.36, 'Bat', 2010, 2018, 0.4745118733509235, 0.6389776357827477, 0] -['JD Unadkat', 10.56, 46.82, 'PartMed', 2010, 2010, 0.13333333333333333, 1.2293086660175268, 0] +['CA Pujara', 46.82, 185.36, 'Bat', 2010, 2018, 0.4745118733509235, 0.8, 0] +['JD Unadkat', 10.56, 43.95, 'Med', 2010, 2010, 0.13333333333333333, 1.2, 0] ['V Kohli', 49.49, 185.36, 'Bat', 2011, 2018, 0.5826689047419219, 0.8937846684568495, 35] ['P Kumar', 12.59, 34.21, 'Med', 2011, 2011, 0.9371069182389937, 0.8240962430906564, 0] -['A Mukund', 29.25, 44.7, 'OpenBat', 2011, 2017, 0.45714285714285713, 2.236421725239617, 0] +['A Mukund', 29.25, 44.41, 'OpenBat', 2011, 2017, 0.45714285714285713, 1.2, 0] ['R Ashwin', 28.4, 23.69, 'Spin', 2011, 2018, 0.55, 0.9228903146428022, 0] ['UT Yadav', 8.74, 35.55, 'Fast', 2011, 2017, 0.4457593688362919, 1.1554249721300447, 0] -['VR Aaron', 5.68, 52.39, 'Fast', 2011, 2015, 0.3181818181818182, 1.5267749901251355, 0] -['R Vinay Kumar', 11.07, 34.14, 'PartMed', 2012, 2012, 0.4583333333333333, 1.7883390494855465, 0] -['RA Jadeja', 27.25, 22.0, 'Spin', 2012, 2017, 0.6500829187396352, 0.7432811520573221, 0] +['VR Aaron', 5.68, 52.39, 'Fast', 2011, 2015, 0.3181818181818182, 1.2, 0] +['R Vinay Kumar', 11.07, 34.14, 'PartMed', 2012, 2012, 0.4583333333333333, 1.2, 0] +['RA Jadeja', 27.25, 22.0, 'Spin', 2012, 2017, 0.6500829187396352, 0.8, 0] ['B Kumar', 19.26, 31.3, 'Med', 2013, 2018, 0.4506122448979592, 0.9503988900450919, 0] -['S Dhawan', 40.39, 189.51, 'OpenBat', 2013, 2018, 0.6664495114006515, 0.6451612903225805, 0] -['AM Rahane', 41.39, 379.03, 'Bat', 2013, 2018, 0.5275388838060384, 1.4, 1] +['S Dhawan', 40.39, 189.51, 'OpenBat', 2013, 2018, 0.6664495114006515, 0.8, 0] +['AM Rahane', 41.39, 379.03, 'Bat', 2013, 2018, 0.5275388838060384, 1.2, 1] ['Mohammed Shami', 12.6, 30.94, 'Fast', 2013, 2018, 0.769825918762089, 1.0924456353705039, 0] ['RG Sharma', 37.88, 57.19, 'Bat', 2013, 2018, 0.5514541387024608, 1.170562101603245, 0] ['STR Binny', 19.2, 53.47, 'PartMed', 2014, 2015, 0.5825825825825826, 1.099041533546326, 0] -['Pankaj Singh', 6.58, 41.61, 'PartFast', 2014, 2014, 0.5, 1.2438764643237488, 0] -['KV Sharma', 13.08, 44.68, 'Spin', 2014, 2014, 0.2857142857142857, 1.5518028297581015, 0] -['KL Rahul', 38.38, 379.03, 'OpenBat', 2014, 2018, 0.5642414860681114, 1.4, 0] -['NV Ojha', 24.87, 375.12, 'WK', 2015, 2015, 0.47863247863247865, 1.4, 0] +['Pankaj Singh', 6.58, 41.61, 'Fast', 2014, 2014, 0.5, 1.2, 0] +['KV Sharma', 13.08, 44.68, 'Spin', 2014, 2014, 0.2857142857142857, 1.2, 0] +['KL Rahul', 38.38, 379.03, 'OpenBat', 2014, 2018, 0.5642414860681114, 1.2, 0] +['NV Ojha', 24.87, 375.12, 'WK', 2015, 2015, 0.47863247863247865, 1.2, 0] ['J Yadav', 22.09, 37.52, 'Spin', 2016, 2017, 0.44271844660194176, 1.1328908782219478, 0] -['KK Nair', 43.06, 57.48, 'Bat', 2016, 2017, 0.7391304347826086, 1.7741935483870965, 0] +['KK Nair', 41.53, 57.19, 'Bat', 2016, 2017, 0.7391304347826086, 1.2, 0] ['Kuldeep Yadav', 16.91, 38.82, 'Spin', 2017, 2017, 0.36666666666666664, 1.0367002993680008, 0] ['HH Pandya', 21.39, 43.05, 'PartFast', 2017, 2018, 0.878698224852071, 0.9956223608259405, 0] ['JJ Bumrah', 2.63, 32.81, 'Fast', 2018, 2018, 0.1111111111111111, 1.011930072669766, 0] -['Anwar Hussain', 14.48, 51.96, 'Bat', 1952, 1952, 0.5, 2.138643067846608, 0] -['Fazal Mahmood', 14.88, 26.18, 'Fast', 1952, 1962, 0.5, 0.9311911056877499, 10] -['Hanif Mohammad', 44.58, 69.21, 'OpenBat', 1952, 1969, 0.5, 1.2082927036079196, 11] -['Imtiaz Ahmed', 30.93, 211.27, 'WK', 1952, 1962, 0.5, 0.0, 4] -['Israr Ali', 11.1, 41.68, 'Fast', 1952, 1959, 0.5, 1.3960571960402741, 0] +['Amir Elahi', 10.3, 39.42, 'PartSpin', 1947, 1952, 0.5, 1.2, 0] +['Anwar Hussain', 14.48, 51.96, 'Bat', 1952, 1952, 0.5, 1.2, 0] +['Fazal Mahmood', 14.88, 26.3, 'Fast', 1952, 1962, 0.5, 0.9311911056877499, 10] +['Hanif Mohammad', 44.58, 69.21, 'OpenBat', 1952, 1969, 0.5, 1.2, 11] +['Imtiaz Ahmed', 30.93, 211.27, 'WK', 1952, 1962, 0.5, 1.2, 4] +['Israr Ali', 11.1, 42.34, 'Fast', 1952, 1959, 0.5, 1.2, 0] ['AH Kardar', 24.37, 42.5, 'PartSpin', 1946, 1958, 0.5, 0.9339024199232516, 23] ['Khan Mohammad', 8.32, 37.4, 'Fast', 1952, 1958, 0.5, 1.1110840379133062, 0] ['Maqsood Ahmed', 20.79, 52.86, 'PartMed', 1952, 1955, 0.5, 1.1123405742239822, 0] ['Nazar Mohammad', 27.79, 205.06, 'OpenBat', 1952, 1952, 0.5, 0.8849557522123894, 0] -['Waqar Hasan', 33.3, 213.37, 'Bat', 1952, 1959, 0.5, 4.4843049327354265, 0] +['Waqar Hasan', 33.3, 213.37, 'Bat', 1952, 1959, 0.5, 1.2, 0] ['Mahmood Hussain', 10.54, 41.99, 'Fast', 1952, 1962, 0.5, 1.1857868020304567, 0] -['Zulfiqar Ahmed', 16.12, 37.93, 'Spin', 1952, 1956, 0.5, 0.7663450297499608, 0] -['Wazir Mohammad', 28.89, 213.37, 'Bat', 1952, 1959, 0.5, 1.681614349775785, 0] -['Alimuddin', 26.59, 61.82, 'OpenBat', 1954, 1962, 0.5, 2.3704171934260434, 0] -['Khalid Wazir', 12.05, 430.42, 'Bat', 1954, 1954, 0.5, 1.4, 0] -['Shujauddin', 15.94, 38.75, 'PartSpin', 1954, 1962, 0.5, 0.919389828173961, 0] -['MEZ Ghazali', 16.12, 150.64, 'PartSpin', 1954, 1954, 0.5, 1.0089686098654709, 0] -['Khalid Hasan', 14.87, 66.33, 'Spin', 1954, 1954, 0.5, 2.4770446295109974, 0] -['Mohammad Aslam', 15.95, 395.39, 'Bat', 1973, 1977, 0.5, 1.4, 0] -['Miran Bakhsh', 7.56, 54.81, 'PartSpin', 1955, 1955, 0.5, 0.8971758464659073, 0] -['Agha Saadat Ali', 12.21, 434.15, 'Bat', 1955, 1955, 0.5, 1.4, 0] -['W Mathias', 25.11, 150.75, 'Bat', 1955, 1962, 0.5, 2.212389380530974, 0] +['Zulfiqar Ahmed', 16.12, 39.61, 'Spin', 1952, 1956, 0.5, 0.8, 0] +['Wazir Mohammad', 28.89, 213.37, 'Bat', 1952, 1959, 0.5, 1.2, 0] +['Alimuddin', 26.59, 61.82, 'OpenBat', 1954, 1962, 0.5, 1.2, 0] +['Khalid Wazir', 12.05, 430.42, 'Bat', 1954, 1954, 0.5, 1.2, 0] +['Shujauddin', 15.94, 40.1, 'Spin', 1954, 1962, 0.5, 0.919389828173961, 0] +['MEZ Ghazali', 16.12, 57.38, 'PartSpin', 1954, 1954, 0.5, 1.0089686098654709, 0] +['Khalid Hasan', 14.87, 66.33, 'Spin', 1954, 1954, 0.5, 1.2, 0] +['Mohammad Aslam', 15.95, 395.39, 'Bat', 1973, 1977, 0.5, 1.2, 0] +['Miran Bakhsh', 7.56, 57.07, 'Spin', 1955, 1955, 0.5, 0.8971758464659073, 0] +['Agha Saadat Ali', 12.21, 434.15, 'Bat', 1955, 1955, 0.5, 1.2, 0] +['W Mathias', 25.11, 59.94, 'Bat', 1955, 1962, 0.5, 1.2, 0] ['Gul Mohammad', 17.45, 48.2, 'Bat', 1946, 1956, 0.5, 0.8202323991797676, 0] -['Haseeb Ahsan', 4.22, 48.95, 'Spin', 1958, 1962, 0.5, 1.2291767750283034, 0] +['Haseeb Ahsan', 4.22, 48.95, 'Spin', 1958, 1962, 0.5, 1.2, 0] ['Nasim-ul-Ghani', 16.03, 38.16, 'Spin', 1958, 1973, 0.5, 1.1208932052167213, 0] ['Saeed Ahmed', 39.04, 38.3, 'PartSpin', 1958, 1973, 0.5, 1.0211357270180799, 3] -['SF Rehman', 11.83, 68.57, 'PartSpin', 1958, 1958, 0.5, 1.2883914627798023, 0] -["A D'Souza", 12.8, 44.89, 'Spin', 1959, 1962, 0.5, 1.229971685886694, 0] -['Ijaz Butt', 20.34, 405.41, 'OpenBat', 1959, 1962, 0.5, 1.4, 0] +['SF Rehman', 11.83, 69.59, 'Spin', 1958, 1958, 0.5, 1.2, 0] +["A D'Souza", 12.8, 44.89, 'Spin', 1959, 1962, 0.5, 1.2, 0] +['Ijaz Butt', 20.34, 405.41, 'OpenBat', 1959, 1962, 0.5, 1.2, 0] ['Mushtaq Mohammad', 37.58, 29.51, 'PartSpin', 1959, 1979, 0.5, 1.0974334600760458, 19] -['DA Sharpe', 17.36, 412.37, 'Bat', 1959, 1959, 0.5, 1.4, 0] +['DA Sharpe', 17.36, 412.37, 'Bat', 1959, 1959, 0.5, 1.2, 0] ['Mohammad Munaf', 10.85, 41.16, 'Fast', 1959, 1962, 0.5, 1.1618332661370465, 0] ['Intikhab Alam', 21.43, 34.57, 'Spin', 1959, 1977, 0.5, 1.0771442016613362, 17] -['Munir Malik', 6.15, 37.7, 'Fast', 1959, 1962, 0.5, 1.3713322607829619, 0] -['Javed Burki', 30.15, 144.41, 'Bat', 1960, 1969, 0.5, 1.3863773357444245, 5] -['Mohammad Farooq', 8.38, 44.26, 'Fast', 1960, 1965, 0.5, 1.224526438639016, 0] -['Afaq Hussain', 14.24, 34.18, 'PartSpin', 1961, 1964, 0.5, 1.127659574468085, 0] -['Javed Akhtar', 8.82, 32.98, 'PartSpin', 1980, 1998, 0.5, 1.1904761904761902, 0] -['Shahid Mahmood', 18.09, 130.88, 'OpenPartMed', 1962, 1962, 0.5, 1.6312056737588652, 0] -['Abdul Kadir', 20.27, 395.65, 'OpenWK', 1964, 1965, 0.5, 1.4, 0] +['Munir Malik', 6.15, 39.71, 'Fast', 1959, 1962, 0.5, 1.2, 0] +['Javed Burki', 30.15, 58.69, 'Bat', 1960, 1969, 0.5, 1.2, 5] +['Mohammad Farooq', 8.38, 44.26, 'Fast', 1960, 1965, 0.5, 1.2, 0] +['Afaq Hussain', 14.24, 40.01, 'Spin', 1961, 1964, 0.5, 1.127659574468085, 0] +['Javed Akhtar', 8.82, 38.57, 'Spin', 1980, 1998, 0.5, 1.1904761904761902, 0] +['Shahid Mahmood', 18.09, 46.13, 'OpenPartMed', 1962, 1962, 0.5, 1.2, 0] +['Abdul Kadir', 20.27, 395.65, 'OpenWK', 1964, 1965, 0.5, 1.2, 0] ['Asif Iqbal', 38.17, 40.82, 'PartMed', 1964, 1980, 0.5, 0.9366659183317119, 6] -['Khalid Ibadulla', 22.23, 48.55, 'OpenPartSpin', 1964, 1967, 0.5, 0.7427971188475391, 0] +['Khalid Ibadulla', 22.23, 48.55, 'OpenPartSpin', 1964, 1967, 0.5, 0.8, 0] ['Majid Khan', 38.47, 53.52, 'PartSpin', 1964, 1983, 0.5, 0.975, 3] -['Pervez Sajjad', 8.02, 28.59, 'Spin', 1964, 1973, 0.5, 0.8539804472798299, 0] -['Shafqat Rana', 22.67, 41.93, 'Bat', 1964, 1969, 0.5, 0.6302521008403361, 0] +['Pervez Sajjad', 8.02, 29.64, 'Spin', 1964, 1973, 0.5, 0.8539804472798299, 0] +['Shafqat Rana', 22.67, 41.93, 'Bat', 1964, 1969, 0.5, 0.8, 0] ['Arif Butt', 16.52, 43.31, 'Fast', 1964, 1965, 0.5, 1.0947656517276771, 0] -['Farooq Hamid', 7.08, 44.65, 'PartFast', 1964, 1964, 0.25, 1.4722069345074298, 0] -['Mohammad Ilyas', 21.55, 133.37, 'OpenBat', 1964, 1969, 0.5, 1.8907563025210083, 0] -['Naushad Ali', 18.76, 389.23, 'OpenWK', 1965, 1965, 0.5, 1.4, 0] +['Farooq Hamid', 7.08, 44.65, 'Fast', 1964, 1964, 0.25, 1.2, 0] +['Mohammad Ilyas', 21.55, 57.07, 'OpenBat', 1964, 1969, 0.5, 1.2, 0] +['Naushad Ali', 18.76, 389.23, 'OpenWK', 1965, 1965, 0.5, 1.2, 0] ['Mufasir-ul-Haq', 4.04, 45.13, 'Fast', 1965, 1965, 0.5, 0.9538950715421304, 0] ['Salahuddin', 23.54, 46.31, 'PartSpin', 1965, 1969, 0.5, 0.8634222919937206, 0] ['Saleem Altaf', 14.12, 42.02, 'Fast', 1967, 1978, 0.5, 1.0298630161736673, 0] -['Wasim Bari', 15.89, 200.13, 'WK', 1967, 1984, 0.5, 0.5928853754940712, 6] +['Wasim Bari', 15.89, 200.13, 'WK', 1967, 1984, 0.5, 0.8, 6] ['Niaz Ahmed', 8.06, 50.84, 'Fast', 1967, 1969, 0.5, 0.8026641618990692, 0] -['Ghulam Abbas', 20.0, 387.6, 'Bat', 1967, 1967, 0.15789473684210525, 1.4, 0] -['Aftab Gul', 21.55, 135.21, 'OpenBat', 1969, 1971, 0.5, 1.6393442622950818, 0] -['Asif Masood', 6.54, 45.25, 'Fast', 1969, 1977, 0.5, 1.2486992715920915, 0] +['Ghulam Abbas', 20.0, 387.6, 'Bat', 1967, 1967, 0.15789473684210525, 1.2, 0] +['Aftab Gul', 21.55, 51.58, 'OpenBat', 1969, 1971, 0.5, 1.2, 0] +['Asif Masood', 6.54, 45.25, 'Fast', 1969, 1977, 0.5, 1.2, 0] ['Sarfraz Nawaz', 17.72, 32.78, 'Fast', 1969, 1984, 0.5, 0.9856065965492437, 0] -['Mohammad Nazir', 15.17, 28.78, 'Spin', 1969, 1983, 0.5, 0.8171712594179473, 0] -['Sadiq Mohammad', 35.41, 57.79, 'OpenBat', 1969, 1981, 0.5, 1.1620553359683796, 0] -['Younis Ahmed', 30.06, 144.29, 'Bat', 1969, 1987, 0.5, 2.2900763358778624, 0] +['Mohammad Nazir', 15.17, 32.28, 'Spin', 1969, 1983, 0.5, 0.8171712594179473, 0] +['Sadiq Mohammad', 35.41, 53.8, 'OpenBat', 1969, 1981, 0.5, 1.1620553359683796, 0] +['Younis Ahmed', 30.06, 58.05, 'Bat', 1969, 1987, 0.5, 1.2, 0] ['Zaheer Abbas', 44.78, 56.93, 'Bat', 1969, 1985, 0.5, 0.8296668761785041, 14] -['Aftab Baloch', 27.46, 53.51, 'Bat', 1969, 1975, 0.5, 0.9309967141292441, 0] +['Aftab Baloch', 27.46, 52.39, 'Bat', 1969, 1975, 0.5, 0.9309967141292441, 0] ['Imran Khan', 37.92, 22.95, 'Fast', 1971, 1992, 0.5, 0.9572961079850412, 48] ['Talat Ali', 23.32, 200.13, 'OpenBat', 1972, 1979, 0.5, 0.8300395256916996, 0] ['Wasim Raja', 36.28, 40.89, 'PartSpin', 1973, 1985, 0.5, 1.0166585007349338, 0] -['Shafiq Ahmed', 28.52, 138.86, 'OpenBat', 1974, 1981, 0.3046153846153846, 0.2862595419847328, 0] -['Agha Zahid', 23.51, 395.39, 'OpenBat', 1975, 1975, 0.5, 1.4, 0] -['Liaqat Ali', 5.17, 41.51, 'PartFast', 1975, 1978, 0.5, 1.0536923257543147, 0] +['Shafiq Ahmed', 28.52, 52.63, 'OpenBat', 1974, 1981, 0.3046153846153846, 0.8, 0] +['Agha Zahid', 23.51, 395.39, 'OpenBat', 1975, 1975, 0.5, 1.2, 0] +['Liaqat Ali', 5.17, 41.51, 'Fast', 1975, 1978, 0.5, 1.0536923257543147, 0] ['Javed Miandad', 51.9, 54.71, 'Bat', 1976, 1993, 0.5, 1.0309901738473166, 34] -['Farrukh Zaman', 6.54, 46.59, 'PartSpin', 1976, 1976, 0.5, 0.4446640316205534, 0] -['Shahid Israr', 16.02, 400.27, 'WK', 1976, 1976, 0.5, 1.4, 0] +['Farrukh Zaman', 6.54, 44.51, 'PartSpin', 1976, 1976, 0.5, 0.8, 0] +['Shahid Israr', 16.02, 400.27, 'WK', 1976, 1976, 0.5, 1.2, 0] ['Sikander Bakht', 7.3, 37.4, 'Fast', 1976, 1983, 0.5, 1.1129824885217912, 0] ['Iqbal Qasim', 13.15, 28.28, 'Spin', 1976, 1988, 0.5, 0.8328486936674969, 0] ['Mudassar Nazar', 38.32, 47.16, 'OpenPartMed', 1976, 1989, 0.5, 0.9571439911997187, 0] ['Haroon Rasheed', 34.63, 199.2, 'Bat', 1977, 1983, 0.5, 0.8426966292134831, 0] ['Abdul Qadir', 15.39, 32.38, 'Spin', 1977, 1990, 0.5, 1.004580430015441, 0] -['Mohsin Khan', 37.33, 143.69, 'OpenBat', 1978, 1986, 0.5, 0.7868508480503584, 0] -['Anwar Khan', 12.72, 50.85, 'PartFast', 1979, 1979, 0.5, 0.8522727272727273, 0] -['Ehteshamuddin', 6.74, 31.01, 'Fast', 1979, 1982, 0.09523809523809523, 0.8964857757590246, 0] -['Taslim Arif', 30.48, 199.2, 'OpenWK', 1980, 1980, 0.48080614203454897, 2.097378277153558, 0] -['Tauseef Ahmed', 13.27, 31.04, 'Spin', 1980, 1993, 0.5, 0.830528929621823, 0] -['Azhar Khan', 23.41, 44.3, 'Bat', 1980, 1980, 0.5833333333333334, 0.2496878901373283, 0] -['Azmat Rana', 29.07, 398.41, 'Bat', 1980, 1980, 0.5212765957446809, 1.4, 0] -['Mansoor Akhtar', 25.01, 395.26, 'Bat', 1980, 1990, 0.42041078305519897, 1.4, 0] -['Ijaz Faqih', 21.31, 37.34, 'PartSpin', 1980, 1988, 0.3860759493670886, 1.2442779858510196, 0] -['Rizwan-uz-Zaman', 23.52, 36.37, 'OpenBat', 1981, 1989, 0.5, 0.765900765900766, 0] +['Mohsin Khan', 37.33, 56.5, 'OpenBat', 1978, 1986, 0.5, 0.8, 0] +['Anwar Khan', 12.72, 50.02, 'PartFast', 1979, 1979, 0.5, 0.8522727272727273, 0] +['Ehteshamuddin', 6.74, 34.29, 'Fast', 1979, 1982, 0.09523809523809523, 0.8964857757590246, 0] +['Taslim Arif', 30.48, 199.2, 'OpenWK', 1980, 1980, 0.48080614203454897, 1.2, 0] +['Tauseef Ahmed', 13.27, 31.35, 'Spin', 1980, 1993, 0.5, 0.830528929621823, 0] +['Azhar Khan', 23.41, 44.3, 'Bat', 1980, 1980, 0.5833333333333334, 0.8, 0] +['Azmat Rana', 29.07, 398.41, 'Bat', 1980, 1980, 0.5212765957446809, 1.2, 0] +['Mansoor Akhtar', 25.01, 395.26, 'Bat', 1980, 1990, 0.42041078305519897, 1.2, 0] +['Ijaz Faqih', 21.31, 37.34, 'PartSpin', 1980, 1988, 0.3860759493670886, 1.2, 0] +['Rizwan-uz-Zaman', 23.52, 36.81, 'OpenBat', 1981, 1989, 0.5, 0.8, 0] ['Rashid Khan', 13.66, 40.63, 'Fast', 1982, 1985, 0.5762081784386617, 1.084010840108401, 0] -['Saleem Malik', 43.26, 67.52, 'Bat', 1982, 1999, 0.5, 1.239632302302602, 12] -['Saleem Yousuf', 26.43, 390.75, 'WK', 1982, 1990, 0.5, 1.4, 0] +['Saleem Malik', 43.26, 67.52, 'Bat', 1982, 1999, 0.5, 1.2, 12] +['Saleem Yousuf', 26.43, 390.75, 'WK', 1982, 1990, 0.5, 1.2, 0] ['Tahir Naqqash', 14.89, 50.96, 'Fast', 1982, 1985, 0.5, 1.1095238095238096, 0] -['Ashraf Ali', 26.92, 394.87, 'WK', 1982, 1987, 0.5, 1.4, 0] +['Ashraf Ali', 26.92, 394.87, 'WK', 1982, 1987, 0.5, 1.2, 0] ['Jalal-ud-Din', 6.99, 40.79, 'Fast', 1982, 1985, 0.5, 0.9969367864104706, 0] ['Azeem Hafeez', 7.42, 46.29, 'Fast', 1983, 1985, 0.5, 1.125667151868025, 0] -['Qasim Umar', 36.16, 197.43, 'Bat', 1983, 1986, 0.5, 0.0, 0] +['Qasim Umar', 36.16, 197.43, 'Bat', 1983, 1986, 0.5, 1.2, 0] ['Shoaib Mohammad', 43.45, 54.46, 'OpenBat', 1983, 1995, 0.5, 0.9435009435009435, 0] -['Anil Dalpat', 12.19, 394.87, 'WK', 1984, 1985, 0.32938856015779094, 1.4, 0] -['Rameez Raja', 31.52, 396.04, 'OpenBat', 1984, 1997, 0.5, 1.4, 5] -['Mohsin Kamal', 7.38, 49.65, 'Fast', 1984, 1994, 0.5, 1.3402028238823491, 0] +['Anil Dalpat', 12.19, 394.87, 'WK', 1984, 1985, 0.32938856015779094, 1.2, 0] +['Rameez Raja', 31.52, 396.04, 'OpenBat', 1984, 1997, 0.5, 1.2, 5] +['Mohsin Kamal', 7.38, 49.65, 'Fast', 1984, 1994, 0.5, 1.2, 0] ['Manzoor Elahi', 19.11, 44.53, 'PartFast', 1984, 1995, 0.5, 0.9603009603009602, 0] ['Wasim Akram', 22.78, 23.76, 'Fast', 1985, 2002, 0.5, 0.9429442701197686, 25] -['Zulqarnain', 7.1, 390.75, 'WK', 1986, 1986, 0.5, 1.4, 0] -['Zakir Khan', 6.81, 39.26, 'Fast', 1986, 1989, 0.5, 1.2820512820512822, 0] -['Asif Mujtaba', 24.41, 39.48, 'PartSpin', 1986, 1997, 0.2857142857142857, 0.9962517261787334, 0] +['Zulqarnain', 7.1, 390.75, 'WK', 1986, 1986, 0.5, 1.2, 0] +['Zakir Khan', 6.81, 39.26, 'Fast', 1986, 1989, 0.5, 1.2, 0] +['Asif Mujtaba', 24.41, 39.74, 'PartSpin', 1986, 1997, 0.2857142857142857, 0.9962517261787334, 0] ['Saleem Jaffar', 4.8, 38.93, 'Fast', 1986, 1992, 0.5, 0.9890544066759, 0] ['Ijaz Ahmed', 37.9, 51.98, 'Bat', 1987, 2001, 0.5, 0.9333333333333333, 0] -['Aamer Malik', 29.22, 75.63, 'Bat', 1987, 1994, 0.3451435552840562, 1.2538743307974076, 0] +['Aamer Malik', 29.22, 75.63, 'Bat', 1987, 1994, 0.3451435552840562, 1.2, 0] ['Aaqib Javed', 5.39, 40.12, 'Fast', 1989, 1998, 0.3117283950617284, 1.043575107893638, 0] -['Shahid Saeed', 22.28, 135.5, 'PartMed', 1989, 1989, 0.8571428571428571, 1.05006105006105, 0] +['Shahid Saeed', 22.28, 51.57, 'PartMed', 1989, 1989, 0.8571428571428571, 1.05006105006105, 0] ['Waqar Younis', 10.37, 23.94, 'Fast', 1989, 2003, 0.4795821462488129, 1.1775362318840579, 17] -['Nadeem Abbasi', 18.23, 391.9, 'WK', 1989, 1989, 0.3709677419354839, 1.4, 0] -['Naved Anjum', 17.09, 34.1, 'Fast', 1989, 1990, 0.6197183098591549, 1.0410641989589358, 0] -['Akram Raza', 16.92, 40.48, 'PartSpin', 1989, 1995, 0.4135135135135135, 1.050406099625948, 0] +['Nadeem Abbasi', 18.23, 391.9, 'WK', 1989, 1989, 0.3709677419354839, 1.2, 0] +['Naved Anjum', 17.09, 36.46, 'Fast', 1989, 1990, 0.6197183098591549, 1.0410641989589358, 0] +['Akram Raza', 16.92, 40.48, 'Spin', 1989, 1995, 0.4135135135135135, 1.050406099625948, 0] ['Shahid Mahboob', 9.91, 34.9, 'Fast', 1989, 1989, 0.5, 0.9792928160275098, 0] ['Mushtaq Ahmed', 11.9, 33.51, 'Spin', 1990, 2003, 0.3588621444201313, 1.0581606738922273, 0] -['Nadeem Ghauri', 6.41, 31.99, 'PartSpin', 2005, 2006, 0.0, 0.7961783439490446, 0] -['Zahid Fazal', 19.8, 399.87, 'Bat', 1990, 1995, 0.31788079470198677, 1.4, 0] -['Moin Khan', 28.97, 405.82, 'WK', 1990, 2004, 0.511189854531891, 1.4, 13] +['Nadeem Ghauri', 6.41, 31.41, 'PartSpin', 2005, 2006, 0.0, 0.8, 0] +['Zahid Fazal', 19.8, 399.87, 'Bat', 1990, 1995, 0.31788079470198677, 1.2, 0] +['Moin Khan', 28.97, 405.82, 'WK', 1990, 2004, 0.511189854531891, 1.2, 13] ['Saeed Anwar', 46.27, 203.25, 'OpenBat', 1990, 2001, 0.5577426015141087, 1.0416666666666667, 7] -['Masood Anwar', 11.5, 32.4, 'Spin', 1990, 1990, 0.2422360248447205, 1.392396423452324, 0] +['Masood Anwar', 11.5, 34.3, 'Spin', 1990, 1990, 0.2422360248447205, 1.2, 0] ['Aamer Sohail', 35.86, 60.93, 'OpenPartSpin', 1992, 2000, 0.5532039976484421, 0.9569596234195115, 6] ['Ata-ur-Rehman', 7.89, 46.77, 'Fast', 1992, 1996, 0.39378238341968913, 1.1843523936782934, 0] -['Inzamam-ul-Haq', 49.0, 138.17, 'Bat', 1992, 2007, 0.5402263689201591, 1.8264840182648403, 31] -['Rashid Latif', 28.77, 200.0, 'WK', 1992, 2003, 0.4742445054945055, 1.76678445229682, 6] -['Basit Ali', 26.78, 201.21, 'Bat', 1993, 1995, 0.47587354409317806, 2.181818181818182, 0] -['Aamer Nazir', 3.96, 44.43, 'Fast', 1993, 1995, 0.2246376811594203, 1.2323041197213385, 0] -['Nadeem Khan', 10.38, 44.21, 'PartSpin', 1993, 1999, 0.3333333333333333, 1.1574074074074077, 0] -['Shakeel Ahmed jnr', 22.86, 402.41, 'OpenBat', 1993, 1995, 0.3756345177664975, 1.4, 0] +['Inzamam-ul-Haq', 49.0, 52.56, 'Bat', 1992, 2007, 0.5402263689201591, 1.2, 31] +['Rashid Latif', 28.77, 200.0, 'WK', 1992, 2003, 0.4742445054945055, 1.2, 6] +['Basit Ali', 26.78, 201.21, 'Bat', 1993, 1995, 0.47587354409317806, 1.2, 0] +['Aamer Nazir', 3.96, 44.43, 'Fast', 1993, 1995, 0.2246376811594203, 1.2, 0] +['Nadeem Khan', 10.38, 44.21, 'Spin', 1993, 1999, 0.3333333333333333, 1.1574074074074077, 0] +['Shakeel Ahmed jnr', 22.86, 402.41, 'OpenBat', 1993, 1995, 0.3756345177664975, 1.2, 0] ['Ashfaq Ahmed', 8.57, 42.39, 'Fast', 1993, 1993, 0.2, 0.8379446640316206, 0] -['Atif Rauf', 24.32, 402.41, 'Bat', 1994, 1994, 0.2808988764044944, 1.4, 0] -['Kabir Khan', 8.2, 34.2, 'Fast', 1994, 1995, 0.26666666666666666, 1.2324774462179044, 0] -['Ijaz Ahmed jnr', 26.68, 45.61, 'Bat', 1995, 1995, 0.28431372549019607, 0.5474452554744524, 0] +['Atif Rauf', 24.32, 402.41, 'Bat', 1994, 1994, 0.2808988764044944, 1.2, 0] +['Kabir Khan', 8.2, 36.91, 'Fast', 1994, 1995, 0.26666666666666666, 1.2, 0] +['Ijaz Ahmed jnr', 26.68, 44.97, 'Bat', 1995, 1995, 0.28431372549019607, 0.8, 0] ['Saqlain Mushtaq', 14.31, 29.47, 'Spin', 1995, 2004, 0.257285595337219, 0.906329409702953, 0] -['Mohammad Akram', 4.61, 46.58, 'Fast', 1995, 2001, 0.22857142857142856, 1.2330409027945577, 0] -['Saleem Elahi', 18.97, 396.3, 'OpenBat', 1995, 2003, 0.39492753623188404, 1.4, 0] -['Shadab Kabir', 19.85, 148.89, 'OpenBat', 1996, 2002, 0.36633663366336633, 3.125, 0] -['Azam Khan', 22.43, 406.5, 'Bat', 1996, 1996, 0.6363636363636364, 1.4, 0] -['Shahid Nazir', 9.4, 32.66, 'Fast', 1996, 2007, 0.46411483253588515, 1.142573124979415, 0] -['Hasan Raza', 28.79, 152.6, 'Bat', 1996, 2005, 0.38651315789473684, 0.3424657534246575, 0] +['Mohammad Akram', 4.61, 46.58, 'Fast', 1995, 2001, 0.22857142857142856, 1.2, 0] +['Saleem Elahi', 18.97, 396.3, 'OpenBat', 1995, 2003, 0.39492753623188404, 1.2, 0] +['Shadab Kabir', 19.85, 63.02, 'OpenBat', 1996, 2002, 0.36633663366336633, 1.2, 0] +['Azam Khan', 22.43, 406.5, 'Bat', 1996, 1996, 0.6363636363636364, 1.2, 0] +['Shahid Nazir', 9.4, 34.81, 'Fast', 1996, 2007, 0.46411483253588515, 1.142573124979415, 0] +['Hasan Raza', 28.79, 66.99, 'Bat', 1996, 2005, 0.38651315789473684, 0.8, 0] ['Mohammad Hussain', 15.78, 36.78, 'Spin', 1996, 1998, 0.4864864864864865, 1.039426523297491, 0] -['Mohammad Wasim', 28.24, 400.0, 'Bat', 1996, 2000, 0.4484536082474227, 1.4, 0] -['Zahoor Elahi', 24.35, 406.5, 'OpenBat', 1996, 1996, 0.38961038961038963, 1.4, 0] -['Mohammad Zahid', 5.3, 43.67, 'Fast', 1996, 2003, 0.08235294117647059, 1.3024076380240766, 0] -['Ali Naqvi', 23.41, 49.41, 'OpenBat', 1997, 1998, 0.35745937961595275, 1.9434628975265016, 0] +['Mohammad Wasim', 28.24, 400.0, 'Bat', 1996, 2000, 0.4484536082474227, 1.2, 0] +['Zahoor Elahi', 24.35, 406.5, 'OpenBat', 1996, 1996, 0.38961038961038963, 1.2, 0] +['Mohammad Zahid', 5.3, 43.67, 'Fast', 1996, 2003, 0.08235294117647059, 1.2, 0] +['Ali Naqvi', 23.41, 49.1, 'OpenBat', 1997, 1998, 0.35745937961595275, 1.2, 0] ['Azhar Mahmood', 28.37, 36.7, 'Fast', 1997, 2001, 0.5079006772009029, 0.9687672747374241, 0] -['Mohammad Ramzan', 25.08, 405.82, 'Bat', 1997, 1997, 0.2553191489361702, 1.4, 0] -['Ali Hussain Rizvi', 4.61, 45.89, 'Spin', 1997, 1997, 0.5, 1.3949433304272014, 0] -['Arshad Khan', 7.69, 33.71, 'Spin', 1997, 2005, 0.18452380952380953, 0.7667241709794901, 0] +['Mohammad Ramzan', 25.08, 405.82, 'Bat', 1997, 1997, 0.2553191489361702, 1.2, 0] +['Ali Hussain Rizvi', 4.61, 45.89, 'Spin', 1997, 1997, 0.5, 1.2, 0] +['Arshad Khan', 7.69, 33.71, 'Spin', 1997, 2005, 0.18452380952380953, 0.8, 0] ['Shoaib Akhtar', 9.75, 27.65, 'Fast', 1997, 2007, 0.4143183549124143, 1.1271761411919134, 0] -['Fazl-e-Akbar', 6.14, 32.44, 'Fast', 1998, 2004, 0.4, 1.1743886743886744, 0] +['Fazl-e-Akbar', 6.14, 34.7, 'Fast', 1998, 2004, 0.4, 1.1743886743886744, 0] ['Mohammad Yousuf', 49.36, 188.8, 'Bat', 1998, 2010, 0.5239354300027832, 0.9803921568627451, 9] ['Shahid Afridi', 34.47, 39.31, 'OpenSpin', 1998, 2010, 0.8697415103902686, 1.049148526035336, 1] -['Shakeel Ahmed snr', 7.87, 36.98, 'Spin', 1998, 1998, 0.027777777777777776, 0.9067681435172601, 0] -['Naved Ashraf', 19.33, 396.3, 'OpenBat', 1998, 2000, 0.32989690721649484, 1.4, 0] -['Wajahatullah Wasti', 26.59, 142.74, 'OpenBat', 1999, 2000, 0.40869565217391307, 0.9132420091324202, 0] -['Imran Nazir', 24.9, 395.13, 'OpenBat', 1999, 2002, 0.584931506849315, 1.4, 0] +['Shakeel Ahmed snr', 7.87, 37.12, 'Spin', 1998, 1998, 0.027777777777777776, 0.9067681435172601, 0] +['Naved Ashraf', 19.33, 396.3, 'OpenBat', 1998, 2000, 0.32989690721649484, 1.2, 0] +['Wajahatullah Wasti', 26.59, 57.13, 'OpenBat', 1999, 2000, 0.40869565217391307, 0.9132420091324202, 0] +['Imran Nazir', 24.9, 395.13, 'OpenBat', 1999, 2002, 0.584931506849315, 1.2, 0] ['Abdul Razzaq', 27.7, 39.83, 'Fast', 1999, 2006, 0.41046192786332, 1.0577495762129474, 0] ['Younis Khan', 47.79, 54.87, 'Bat', 2000, 2017, 0.5212387096774194, 1.1632314617389243, 9] -['Atiq-uz-Zaman', 16.27, 395.13, 'WK', 2000, 2000, 0.5098039215686274, 1.4, 0] -['Irfan Fazil', 8.71, 51.2, 'Fast', 2000, 2000, 0.12903225806451613, 2.782534246575343, 0] -['Qaiser Abbas', 21.77, 52.69, 'PartSpin', 2000, 2000, 0.13333333333333333, 0.7491438356164384, 0] +['Atiq-uz-Zaman', 16.27, 395.13, 'WK', 2000, 2000, 0.5098039215686274, 1.2, 0] +['Irfan Fazil', 8.71, 51.2, 'Fast', 2000, 2000, 0.12903225806451613, 1.2, 0] +['Qaiser Abbas', 21.77, 50.23, 'PartSpin', 2000, 2000, 0.13333333333333333, 0.8, 0] ['Danish Kaneria', 6.57, 32.4, 'Spin', 2000, 2010, 0.4845222072678331, 0.9932793420426642, 0] -['Faisal Iqbal', 24.68, 184.45, 'Bat', 2001, 2010, 0.44165029469548134, 2.2292993630573252, 0] -['Imran Farhat', 29.42, 49.63, 'OpenBat', 2001, 2013, 0.482897384305835, 1.2668674026987843, 0] -['Misbah-ul-Haq', 42.78, 366.97, 'Bat', 2001, 2017, 0.44533515265222584, 1.4, 56] +['Faisal Iqbal', 24.68, 184.45, 'Bat', 2001, 2010, 0.44165029469548134, 1.2, 0] +['Imran Farhat', 29.42, 49.63, 'OpenBat', 2001, 2013, 0.482897384305835, 1.2, 0] +['Misbah-ul-Haq', 42.78, 366.97, 'Bat', 2001, 2017, 0.44533515265222584, 1.2, 56] ['Mohammad Sami', 10.69, 45.99, 'Fast', 2001, 2012, 0.30783817951959547, 1.1423179141507616, 0] -['Humayun Farhat', 17.13, 390.37, 'WK', 2001, 2001, 0.84375, 1.4, 0] +['Humayun Farhat', 17.13, 390.37, 'WK', 2001, 2001, 0.84375, 1.2, 0] ['Shoaib Malik', 32.27, 43.78, 'PartSpin', 2001, 2015, 0.4567990373044525, 1.0668633235004916, 3] -['Taufeeq Umar', 34.87, 129.15, 'OpenBat', 2001, 2014, 0.4471777844853607, 1.0744810744810744, 0] -['Naved Latif', 20.48, 387.22, 'OpenBat', 2002, 2002, 0.5263157894736842, 1.4, 0] -['Kamran Akmal', 28.4, 368.89, 'WK', 2002, 2010, 0.6310772163965681, 1.4, 0] +['Taufeeq Umar', 34.87, 50.81, 'OpenBat', 2001, 2014, 0.4471777844853607, 1.0744810744810744, 0] +['Naved Latif', 20.48, 387.22, 'OpenBat', 2002, 2002, 0.5263157894736842, 1.2, 0] +['Kamran Akmal', 28.4, 368.89, 'WK', 2002, 2010, 0.6310772163965681, 1.2, 0] ['Mohammad Hafeez', 36.2, 33.13, 'OpenPartSpin', 2003, 2016, 0.5633159268929504, 0.8468171905971109, 1] -['Shabbir Ahmed', 6.64, 30.58, 'Fast', 2003, 2005, 0.37606837606837606, 0.8943794909268055, 0] +['Shabbir Ahmed', 6.64, 31.34, 'Fast', 2003, 2005, 0.37606837606837606, 0.8943794909268055, 0] ['Umar Gul', 9.13, 31.49, 'Fast', 2003, 2013, 0.4792358803986711, 1.101900495587338, 0] -['Yasir Hameed', 29.89, 154.89, 'OpenBat', 2003, 2010, 0.5761205564142194, 1.7638412542871142, 0] -['Farhan Adil', 20.62, 385.36, 'Bat', 2003, 2003, 0.4782608695652174, 1.4, 0] -['Salman Butt', 28.1, 81.24, 'OpenBat', 2003, 2010, 0.4720139930034983, 1.478450881026547, 5] +['Yasir Hameed', 29.89, 84.8, 'OpenBat', 2003, 2010, 0.5761205564142194, 1.2, 0] +['Farhan Adil', 20.62, 385.36, 'Bat', 2003, 2003, 0.4782608695652174, 1.2, 0] +['Salman Butt', 28.1, 81.24, 'OpenBat', 2003, 2010, 0.4720139930034983, 1.2, 5] ['Yasir Ali', 7.77, 40.52, 'Fast', 2003, 2003, 0.2, 0.9136212624584719, 0] -['Asim Kamal', 28.47, 377.6, 'Bat', 2003, 2005, 0.4723320158102767, 1.4, 0] -['Naved-ul-Hasan', 14.7, 36.14, 'Fast', 2004, 2007, 0.8415492957746479, 1.274699334567876, 0] +['Asim Kamal', 28.47, 377.6, 'Bat', 2003, 2005, 0.4723320158102767, 1.2, 0] +['Naved-ul-Hasan', 14.7, 36.14, 'Fast', 2004, 2007, 0.8415492957746479, 1.2, 0] ['Riaz Afridi', 9.33, 38.05, 'Fast', 2004, 2004, 0.75, 0.9171410499683744, 0] -['Mohammad Khalil', 7.07, 44.16, 'PartMed', 2004, 2005, 0.13846153846153847, 1.352265043948614, 0] +['Mohammad Khalil', 7.07, 41.43, 'Med', 2004, 2005, 0.13846153846153847, 1.2, 0] ['Mohammad Asif', 4.96, 28.0, 'Fast', 2005, 2010, 0.3045356371490281, 0.9514600657513053, 0] -['Bazid Khan', 20.97, 372.44, 'Bat', 2005, 2005, 0.6808510638297872, 1.4, 0] -['Iftikhar Anjum', 9.2, 36.24, 'PartMed', 2006, 2006, 0.23076923076923078, 1.410373066424022, 0] +['Bazid Khan', 20.97, 372.44, 'Bat', 2005, 2005, 0.6808510638297872, 1.2, 0] +['Iftikhar Anjum', 9.2, 34.4, 'PartMed', 2006, 2006, 0.23076923076923078, 1.2, 0] ['Abdur Rehman', 12.42, 30.01, 'Spin', 2007, 2014, 0.4242749731471536, 0.8017000080812829, 0] ['Sohail Tanvir', 14.79, 36.81, 'Fast', 2007, 2007, 0.38636363636363635, 1.1942554799697656, 0] -['Yasir Arafat', 18.03, 31.98, 'Fast', 2007, 2009, 0.46766169154228854, 1.3305992253360674, 0] -['Khurram Manzoor', 25.29, 370.14, 'OpenBat', 2009, 2014, 0.44718117131910234, 1.4, 0] +['Yasir Arafat', 18.03, 31.98, 'Fast', 2007, 2009, 0.46766169154228854, 1.2, 0] +['Khurram Manzoor', 25.29, 370.14, 'OpenBat', 2009, 2014, 0.44718117131910234, 1.2, 0] ['Sohail Khan', 10.05, 33.04, 'Fast', 2009, 2016, 0.7682926829268293, 1.1759745780428996, 0] -['Mohammad Talha', 6.94, 46.29, 'Fast', 2009, 2014, 0.4722222222222222, 1.3014288173523842, 0] +['Mohammad Talha', 6.94, 46.29, 'Fast', 2009, 2014, 0.4722222222222222, 1.2, 0] ['Abdur Rauf', 8.93, 32.25, 'Fast', 2009, 2009, 0.30952380952380953, 1.1729957805907172, 0] ['Mohammad Amir', 12.21, 30.72, 'Fast', 2009, 2017, 0.37026406429391506, 0.9327799111325278, 0] ['Saeed Ajmal', 10.18, 26.01, 'Spin', 2009, 2014, 0.4168207024029575, 0.8246957049227889, 0] -['Fawad Alam', 32.91, 366.97, 'OpenBat', 2009, 2009, 0.5668934240362812, 1.4, 0] -['Umar Akmal', 31.28, 369.12, 'Bat', 2009, 2011, 0.6598684210526315, 1.4, 0] -['Sarfraz Ahmed', 37.21, 370.71, 'WK', 2010, 2017, 0.7234600262123198, 1.4, 2] -['Azhar Ali', 43.21, 50.48, 'Bat', 2010, 2017, 0.41645014615134784, 1.3586925179640374, 1] +['Fawad Alam', 30.36, 366.97, 'OpenBat', 2009, 2009, 0.5668934240362812, 1.2, 0] +['Umar Akmal', 31.28, 369.12, 'Bat', 2009, 2011, 0.6598684210526315, 1.2, 0] +['Sarfraz Ahmed', 37.21, 370.71, 'WK', 2010, 2017, 0.7234600262123198, 1.2, 2] +['Azhar Ali', 43.21, 50.48, 'Bat', 2010, 2017, 0.41645014615134784, 1.2, 1] ['Umar Amin', 19.49, 42.99, 'PartMed', 2010, 2010, 0.5, 0.9062140391254314, 0] -['Zulqarnain Haider', 17.32, 369.12, 'WK', 2010, 2010, 0.43781094527363185, 1.4, 0] +['Zulqarnain Haider', 17.32, 369.12, 'WK', 2010, 2010, 0.43781094527363185, 1.2, 0] ['Wahab Riaz', 7.7, 33.59, 'Fast', 2010, 2017, 0.4175977653631285, 1.0986046707475619, 0] -['Adnan Akmal', 20.74, 370.14, 'WK', 2010, 2014, 0.4407158836689038, 1.4, 0] +['Adnan Akmal', 20.74, 370.14, 'WK', 2010, 2014, 0.4407158836689038, 1.2, 0] ['Asad Shafiq', 36.81, 185.36, 'Bat', 2010, 2017, 0.47490144546649143, 1.0687325058667194, 0] -['Tanvir Ahmed', 14.84, 38.31, 'Fast', 2010, 2013, 0.6273062730627307, 1.224335354372562, 0] -['Mohammad Salman', 14.0, 368.21, 'WK', 2011, 2011, 0.43859649122807015, 1.4, 0] -['Aizaz Cheema', 4.38, 29.38, 'Fast', 2011, 2012, 0.043478260869565216, 1.0159235668789808, 0] +['Tanvir Ahmed', 14.84, 38.31, 'Fast', 2010, 2013, 0.6273062730627307, 1.2, 0] +['Mohammad Salman', 14.0, 368.21, 'WK', 2011, 2011, 0.43859649122807015, 1.2, 0] +['Aizaz Cheema', 4.38, 32.6, 'Fast', 2011, 2012, 0.043478260869565216, 1.0159235668789808, 0] ['Junaid Khan', 6.14, 33.38, 'Fast', 2011, 2015, 0.39869281045751637, 0.9378609859404107, 0] -['Mohammad Ayub', 23.27, 370.14, 'Bat', 2012, 2012, 0.27976190476190477, 1.4, 0] -['Nasir Jamshed', 19.75, 371.17, 'OpenBat', 2013, 2013, 0.4766355140186916, 1.4, 0] +['Mohammad Ayub', 23.27, 370.14, 'Bat', 2012, 2012, 0.27976190476190477, 1.2, 0] +['Nasir Jamshed', 19.75, 371.17, 'OpenBat', 2013, 2013, 0.4766355140186916, 1.2, 0] ['Rahat Ali', 4.95, 33.02, 'Fast', 2013, 2016, 0.37158469945355194, 1.028332429417602, 0] ['Mohammad Irfan', 3.72, 41.63, 'Fast', 2013, 2013, 0.3218390804597701, 1.0473130631439138, 0] -['Ehsan Adil', 8.01, 34.38, 'Fast', 2013, 2015, 0.5121951219512195, 1.0481358724170227, 0] -['Shan Masood', 21.08, 187.56, 'OpenBat', 2013, 2017, 0.4029957203994294, 1.5224358974358974, 0] +['Ehsan Adil', 8.01, 36.97, 'Fast', 2013, 2015, 0.5121951219512195, 1.0481358724170227, 0] +['Shan Masood', 21.08, 187.56, 'OpenBat', 2013, 2017, 0.4029957203994294, 1.2, 0] ['Zulfiqar Babar', 8.31, 33.28, 'Spin', 2013, 2016, 0.6956521739130435, 0.9113778829263979, 0] -['Ahmed Shehzad', 33.97, 60.57, 'OpenBat', 2014, 2017, 0.509865005192108, 1.129032258064516, 0] -['Bilawal Bhatti', 10.77, 35.52, 'Fast', 2014, 2014, 0.45751633986928103, 1.2735787124162985, 0] +['Ahmed Shehzad', 33.97, 59.39, 'OpenBat', 2014, 2017, 0.509865005192108, 1.129032258064516, 0] +['Bilawal Bhatti', 10.77, 35.52, 'Fast', 2014, 2014, 0.45751633986928103, 1.2, 0] ['Imran Khan', 2.52, 31.38, 'Fast', 2014, 2017, 0.2222222222222222, 1.0948715731211622, 0] ['Yasir Shah', 12.05, 28.45, 'Spin', 2014, 2017, 0.4564102564102564, 1.0137454057380895, 0] -['Sami Aslam', 26.68, 379.03, 'OpenBat', 2015, 2017, 0.391124871001032, 1.4, 0] +['Sami Aslam', 26.68, 379.03, 'OpenBat', 2015, 2017, 0.391124871001032, 1.2, 0] ['Iftikhar Ahmed', 25.31, 31.73, 'PartSpin', 2016, 2016, 1.0, 0.9677419354838709, 0] -['Babar Azam', 20.88, 379.03, 'Bat', 2016, 2017, 0.4418604651162791, 1.4, 0] -['Mohammad Nawaz (3)', 19.8, 33.46, 'Spin', 2016, 2016, 0.3184713375796178, 0.7428619556978016, 0] -['Mohammad Rizwan', 29.38, 379.03, 'Bat', 2016, 2016, 0.38235294117647056, 1.4, 0] -['Sharjeel Khan', 25.8, 377.48, 'OpenBat', 2017, 2017, 0.9777777777777777, 1.4, 0] -['Mohammad Abbas', 2.89, 28.19, 'Fast', 2017, 2017, 0.08943089430894309, 0.78221872917336, 0] -['Shadab Khan', 18.35, 36.49, 'PartSpin', 2017, 2017, 0.425, 1.1655948553054662, 0] -['Hasan Ali', 7.29, 32.61, 'Fast', 2017, 2017, 1.1764705882352942, 0.7409805944411395, 0] -['Haris Sohail', 39.25, 188.74, 'Spin', 2017, 2017, 0.4524421593830334, 0.9061677871967262, 0] +['Babar Azam', 20.88, 379.03, 'Bat', 2016, 2017, 0.4418604651162791, 1.2, 0] +['Mohammad Nawaz (3)', 19.8, 33.46, 'Spin', 2016, 2016, 0.3184713375796178, 0.8, 0] +['Mohammad Rizwan', 29.38, 379.03, 'Bat', 2016, 2016, 0.38235294117647056, 1.2, 0] +['Sharjeel Khan', 25.8, 377.48, 'OpenBat', 2017, 2017, 0.9777777777777777, 1.2, 0] +['Mohammad Abbas', 2.89, 29.81, 'Fast', 2017, 2017, 0.08943089430894309, 0.8, 0] +['Shadab Khan', 18.35, 36.49, 'Spin', 2017, 2017, 0.425, 1.1655948553054662, 0] +['Hasan Ali', 7.29, 32.61, 'Fast', 2017, 2017, 1.1764705882352942, 0.8, 0] +['Haris Sohail', 38.18, 188.74, 'Spin', 2017, 2017, 0.4524421593830334, 0.9061677871967262, 0] +['ALF de Mel', 12.93, 55.16, 'Fast', 1982, 1986, 0.5, 1.2, 0] ['DS de Silva', 17.65, 44.59, 'Spin', 1982, 1984, 0.5, 1.0024235779154251, 2] ['GRA de Silva', 5.06, 48.22, 'Spin', 1982, 1982, 0.5, 0.9027245869351131, 0] -['RL Dias', 36.24, 197.43, 'Bat', 1982, 1987, 0.5, 1.5740740740740742, 0] -['HM Goonatilleke', 16.03, 402.41, 'WK', 1982, 1982, 0.5, 1.4, 0] -['LWS Kaluperuma', 9.64, 57.23, 'PartSpin', 1982, 1982, 0.23529411764705882, 1.2949039264828737, 0] +['RL Dias', 36.24, 197.43, 'Bat', 1982, 1987, 0.5, 1.2, 0] +['HM Goonatilleke', 16.03, 402.41, 'WK', 1982, 1982, 0.5, 1.2, 0] +['LWS Kaluperuma', 9.64, 53.85, 'PartSpin', 1982, 1982, 0.23529411764705882, 1.2, 0] ['RS Madugalle', 29.05, 197.63, 'Bat', 1982, 1988, 0.5, 0.9942438513867085, 2] -['LRD Mendis', 31.27, 395.26, 'Bat', 1982, 1988, 0.5, 1.4, 19] +['LRD Mendis', 31.27, 395.26, 'Bat', 1982, 1988, 0.5, 1.2, 19] ['A Ranatunga', 35.77, 60.93, 'PartMed', 1982, 2000, 0.5, 0.9632171452651856, 56] -['B Warnapura', 14.1, 149.07, 'OpenBat', 1982, 1982, 0.5, 1.1528822055137844, 0] -['S Wettimuny', 28.7, 197.43, 'OpenBat', 1982, 1987, 0.5, 3.425925925925926, 0] +['B Warnapura', 14.1, 63.89, 'OpenBat', 1982, 1982, 0.5, 1.1528822055137844, 0] +['S Wettimuny', 28.7, 197.43, 'OpenBat', 1982, 1987, 0.5, 1.2, 0] ['JR Ratnayeke', 23.93, 51.59, 'Fast', 1982, 1989, 0.5, 1.1265974889596873, 0] -['AN Ranasinghe', 14.75, 68.28, 'PartSpin', 1982, 1982, 0.5, 1.3652552433715868, 0] -['RSA Jayasekera', 12.06, 402.41, 'Bat', 1982, 1982, 0.18181818181818182, 1.4, 0] -['RGCE Wijesuriya', 8.53, 58.83, 'PartSpin', 1982, 1985, 0.5, 1.1149032992036405, 0] -['RG de Alwis', 8.0, 390.75, 'WK', 1983, 1988, 0.5, 1.4, 0] -['ERNS Fernando', 15.27, 394.87, 'OpenBat', 1983, 1984, 0.22903885480572597, 1.4, 0] -['Y Goonasekera', 15.76, 402.82, 'Bat', 1983, 1983, 0.3310344827586207, 1.4, 0] -['S Jeganathan', 10.26, 139.42, 'Bat', 1983, 1983, 0.38, 0.9022556390977443, 0] +['AN Ranasinghe', 14.75, 68.28, 'PartSpin', 1982, 1982, 0.5, 1.2, 0] +['RSA Jayasekera', 12.06, 402.41, 'Bat', 1982, 1982, 0.18181818181818182, 1.2, 0] +['RGCE Wijesuriya', 8.53, 58.83, 'Spin', 1982, 1985, 0.5, 1.1149032992036405, 0] +['RG de Alwis', 8.0, 390.75, 'WK', 1983, 1988, 0.5, 1.2, 0] +['ERNS Fernando', 15.27, 394.87, 'OpenBat', 1983, 1984, 0.22903885480572597, 1.2, 0] +['Y Goonasekera', 15.76, 402.82, 'Bat', 1983, 1983, 0.3310344827586207, 1.2, 0] +['S Jeganathan', 10.26, 52.14, 'Bat', 1983, 1983, 0.38, 0.9022556390977443, 0] ['VB John', 11.12, 41.55, 'Fast', 1983, 1984, 0.44166666666666665, 1.0651400815335241, 0] ['RJ Ratnayake', 13.46, 39.95, 'Fast', 1983, 1992, 0.5, 1.1354499159377207, 0] -['MD Wettimuny', 11.82, 402.82, 'OpenBat', 1983, 1983, 0.27184466019417475, 1.4, 0] -['SAR Silva', 20.35, 390.75, 'OpenWK', 1983, 1988, 0.5, 1.4, 0] -['RPW Guneratne', 7.7, 141.54, 'PartSpin', 1983, 1983, 0.0, 1.8575851393188854, 0] -['AMJG Amerasinghe', 13.35, 47.48, 'Spin', 1984, 1984, 0.6428571428571429, 1.1111111111111112, 0] +['MD Wettimuny', 11.82, 402.82, 'OpenBat', 1983, 1983, 0.27184466019417475, 1.2, 0] +['SAR Silva', 20.35, 390.75, 'OpenWK', 1983, 1988, 0.5, 1.2, 0] +['RPW Guneratne', 7.7, 69.03, 'Spin', 1983, 1983, 0.0, 1.2, 0] +['AMJG Amerasinghe', 13.35, 49.44, 'Spin', 1984, 1984, 0.6428571428571429, 1.1111111111111112, 0] ['SMS Kaluperuma', 15.38, 75.57, 'PartSpin', 1984, 1988, 0.2838709677419355, 1.1313868613138687, 0] ['PA de Silva', 43.38, 48.75, 'PartSpin', 1984, 2002, 0.5, 1.015659485023647, 6] -['FS Ahangama', 7.09, 31.68, 'Med', 1985, 1985, 0.5, 0.9548503930526402, 0] -['EAR de Silva', 13.2, 60.45, 'PartSpin', 1985, 1991, 0.5, 0.9742834485102525, 0] -['CDUS Weerasinghe', 10.05, 44.42, 'PartSpin', 1985, 1985, 0.5, 0.6940427993059571, 0] -['BR Jurangpathy', 12.64, 36.05, 'PartSpin', 1985, 1986, 0.5, 1.3576642335766422, 0] -['AP Gurusinha', 38.54, 36.65, 'PartMed', 1985, 1996, 0.5, 1.0629995004995003, 0] -['KPJ Warnaweera', 3.77, 32.47, 'Spin', 1986, 1994, 0.5, 0.9618328521028906, 0] -['SD Anurasiri', 6.7, 34.05, 'Spin', 1986, 1998, 0.5, 0.8532043850737, 0] +['FS Ahangama', 7.09, 37.91, 'Med', 1985, 1985, 0.5, 0.9548503930526402, 0] +['EAR de Silva', 13.2, 60.45, 'Spin', 1985, 1991, 0.5, 0.9742834485102525, 0] +['CDUS Weerasinghe', 10.05, 41.5, 'Spin', 1985, 1985, 0.5, 0.8, 0] +['BR Jurangpathy', 12.64, 40.05, 'PartSpin', 1985, 1986, 0.5, 1.2, 0] +['AP Gurusinha', 38.54, 38.92, 'PartMed', 1985, 1996, 0.5, 1.0629995004995003, 0] +['KPJ Warnaweera', 3.77, 36.29, 'Spin', 1986, 1994, 0.5, 0.9618328521028906, 0] +['SD Anurasiri', 6.7, 37.04, 'Spin', 1986, 1998, 0.5, 0.8532043850737, 0] ['AK Kuruppuarachchi', 6.95, 40.82, 'Fast', 1986, 1987, 0.5, 1.1995491627307857, 0] -['RS Mahanama', 29.26, 199.93, 'OpenBat', 1986, 1998, 0.5, 1.824817518248175, 0] -['KN Amalean', 9.94, 42.38, 'Fast', 1986, 1988, 0.5, 1.3949329359165425, 0] -['GF Labrooy', 12.35, 53.85, 'Fast', 1986, 1991, 0.5, 1.2160221613419018, 0] -['DSBP Kuruppu', 26.4, 391.9, 'OpenBat', 1987, 1991, 0.38600723763570566, 1.4, 0] +['RS Mahanama', 29.26, 199.93, 'OpenBat', 1986, 1998, 0.5, 1.2, 0] +['KN Amalean', 9.94, 42.38, 'Fast', 1986, 1988, 0.5, 1.2, 0] +['GF Labrooy', 12.35, 53.85, 'Fast', 1986, 1991, 0.5, 1.2, 0] +['DSBP Kuruppu', 26.4, 391.9, 'OpenBat', 1987, 1991, 0.38600723763570566, 1.2, 0] ['CPH Ramanayake', 10.82, 38.68, 'Fast', 1988, 1993, 0.26, 1.1307794559026085, 0] -['MAWR Madurasinghe', 9.07, 42.71, 'PartSpin', 1988, 1992, 0.5, 0.9546009546009546, 0] +['MAWR Madurasinghe', 9.07, 42.71, 'Spin', 1988, 1992, 0.5, 0.9546009546009546, 0] ['MAR Samarasekera', 18.95, 54.1, 'OpenPartMed', 1988, 1991, 0.5, 1.1904761904761902, 0] -['D Ranatunga', 21.08, 391.9, 'OpenBat', 1989, 1989, 0.348, 1.4, 0] -['AGD Wickremasinghe', 12.3, 396.04, 'WK', 1989, 1992, 0.5862068965517241, 1.4, 0] -['HP Tillakaratne', 43.57, 141.73, 'Bat', 1989, 2004, 0.5, 0.7151029748283754, 11] +['D Ranatunga', 21.08, 391.9, 'OpenBat', 1989, 1989, 0.348, 1.2, 0] +['AGD Wickremasinghe', 12.3, 396.04, 'WK', 1989, 1992, 0.5862068965517241, 1.2, 0] +['HP Tillakaratne', 43.57, 53.65, 'Bat', 1989, 2004, 0.5, 0.8, 11] ['MS Atapattu', 39.02, 49.25, 'OpenBat', 1990, 2007, 0.5, 1.0600706713780919, 18] -['CP Senanayake', 17.41, 400.8, 'OpenBat', 1991, 1991, 0.7238805970149254, 1.4, 0] -['UC Hathurusingha', 30.42, 38.26, 'OpenPartFast', 1991, 1999, 0.35656311223061854, 0.880600013393156, 0] +['CP Senanayake', 17.41, 400.8, 'OpenBat', 1991, 1991, 0.7238805970149254, 1.2, 0] +['UC Hathurusingha', 30.42, 39.48, 'OpenPartFast', 1991, 1999, 0.35656311223061854, 0.880600013393156, 0] ['ST Jayasuriya', 39.7, 37.98, 'OpenPartSpin', 1991, 2007, 0.5, 0.8564362481680509, 38] ['KIW Wijegunawardene', 6.6, 40.85, 'Fast', 1991, 1992, 0.2641509433962264, 0.8843346434587309, 0] ['GP Wickramasinghe', 9.56, 43.39, 'Fast', 1991, 2001, 0.502262443438914, 1.0656964905976765, 0] -['RS Kaluwitharana', 26.12, 400.0, 'WK', 1992, 2004, 0.6034967218232906, 1.4, 0] +['RS Kaluwitharana', 26.12, 400.0, 'WK', 1992, 2004, 0.6034967218232906, 1.2, 0] ['DK Liyanage', 12.35, 39.09, 'Fast', 1992, 2001, 0.20294117647058824, 1.0685063372372856, 0] ['M Muralitharan', 11.39, 22.18, 'Spin', 1992, 2010, 0.7028985507246377, 0.8367890131781228, 0] -['AM de Silva', 16.46, 403.77, 'WK', 1993, 1993, 0.21739130434782608, 1.4, 0] -['RS Kalpage', 20.42, 41.18, 'PartSpin', 1993, 1999, 0.4152542372881356, 1.0676451114544252, 0] -['PB Dassanayake', 14.82, 402.41, 'WK', 1993, 1994, 0.35, 1.4, 0] +['AM de Silva', 16.46, 403.77, 'WK', 1993, 1993, 0.21739130434782608, 1.2, 0] +['RS Kalpage', 20.42, 41.57, 'PartSpin', 1993, 1999, 0.4152542372881356, 1.0676451114544252, 0] +['PB Dassanayake', 14.82, 402.41, 'WK', 1993, 1994, 0.35, 1.2, 0] ['PK Wijetunge', 6.59, 53.09, 'Spin', 1993, 1993, 0.6666666666666666, 0.8251748251748252, 0] -['HDPK Dharmasena', 19.73, 39.24, 'Spin', 1993, 2004, 0.325703564727955, 0.8921764981766906, 0] -['DP Samaraweera', 20.77, 402.41, 'OpenBat', 1993, 1995, 0.26211180124223604, 1.4, 0] -['KR Pushpakumara', 8.38, 43.29, 'Fast', 1994, 2001, 0.34368530020703936, 1.2535223867245158, 0] -['S Ranatunga', 27.73, 406.5, 'Bat', 1994, 1997, 0.32656826568265684, 1.4, 0] +['HDPK Dharmasena', 19.73, 40.3, 'Spin', 1993, 2004, 0.325703564727955, 0.8921764981766906, 0] +['DP Samaraweera', 20.77, 402.41, 'OpenBat', 1993, 1995, 0.26211180124223604, 1.2, 0] +['KR Pushpakumara', 8.38, 43.29, 'Fast', 1994, 2001, 0.34368530020703936, 1.2, 0] +['S Ranatunga', 27.73, 406.5, 'Bat', 1994, 1997, 0.32656826568265684, 1.2, 0] ['WPUJC Vaas', 23.55, 28.64, 'Fast', 1994, 2009, 0.4392151286790843, 0.8990630942348146, 0] -['CI Dunusinghe', 13.37, 410.68, 'WK', 1995, 1995, 0.35398230088495575, 1.4, 0] -['KJ Silva', 2.71, 37.5, 'Spin', 1995, 1998, 0.21428571428571427, 0.9174962420942171, 0] +['CI Dunusinghe', 13.37, 410.68, 'WK', 1995, 1995, 0.35398230088495575, 1.2, 0] +['KJ Silva', 2.71, 38.37, 'Spin', 1995, 1998, 0.21428571428571427, 0.9174962420942171, 0] ['DNT Zoysa', 8.43, 36.33, 'Fast', 1997, 2004, 0.4143884892086331, 1.0023047898737942, 0] -['KSC de Silva', 7.67, 40.2, 'Fast', 1997, 1999, 0.3651685393258427, 1.189151831993847, 0] +['KSC de Silva', 7.67, 40.3, 'Fast', 1997, 1999, 0.3651685393258427, 1.189151831993847, 0] ['RP Arnold', 27.67, 50.82, 'PartSpin', 1997, 2004, 0.44588638589618024, 0.9211147850732169, 0] ['DPMD Jayawardene', 45.97, 51.18, 'Bat', 1997, 2014, 0.5145694498889325, 1.0056989607777405, 38] -['SKL de Silva', 26.45, 405.82, 'WK', 1997, 1997, 0.23529411764705882, 1.4, 0] +['SKL de Silva', 26.45, 405.82, 'WK', 1997, 1997, 0.23529411764705882, 1.2, 0] ['HMCM Bandara', 13.15, 37.41, 'Spin', 1998, 2006, 0.5166666666666667, 1.102633779264214, 0] -['MRCN Bandaratilleke', 11.64, 31.47, 'Spin', 1998, 2001, 0.36904761904761907, 0.8328958044962055, 0] -['ASA Perera', 15.16, 47.99, 'PartFast', 1998, 2001, 0.5202702702702703, 0.9065269943593877, 0] -['PDRL Perera', 5.93, 39.79, 'Fast', 1999, 2002, 0.2661290322580645, 1.2019638744090193, 0] -['KEA Upashantha', 11.74, 41.38, 'Fast', 1999, 2002, 0.2631578947368421, 1.3430029546065003, 0] -['DA Gunawardene', 19.58, 387.22, 'OpenBat', 1999, 2005, 0.5603715170278638, 1.4, 0] +['MRCN Bandaratilleke', 11.64, 33.63, 'Spin', 1998, 2001, 0.36904761904761907, 0.8328958044962055, 0] +['ASA Perera', 15.16, 47.99, 'Fast', 1998, 2001, 0.5202702702702703, 0.9065269943593877, 0] +['PDRL Perera', 5.93, 39.79, 'Fast', 1999, 2002, 0.2661290322580645, 1.2, 0] +['KEA Upashantha', 11.74, 41.38, 'Fast', 1999, 2002, 0.2631578947368421, 1.2, 0] +['DA Gunawardene', 19.58, 387.22, 'OpenBat', 1999, 2005, 0.5603715170278638, 1.2, 0] ['UDU Chandana', 23.53, 38.44, 'Spin', 1999, 2005, 0.5061626951520132, 1.147213243399787, 0] ['HMRKB Herath', 13.68, 25.87, 'Spin', 1999, 2018, 0.5013765677577241, 0.8938316899793625, 5] -['SI de Saram', 25.38, 395.13, 'Bat', 1999, 2000, 0.4119718309859155, 1.4, 0] +['SI de Saram', 25.38, 395.13, 'Bat', 1999, 2000, 0.4119718309859155, 1.2, 0] ['TM Dilshan', 37.8, 51.38, 'OpenPartSpin', 1999, 2013, 0.6554481441699487, 0.9658572382843005, 11] -['IS Gallage', 8.72, 40.26, 'PartFast', 1999, 1999, 0.09090909090909091, 1.0694444444444444, 0] +['IS Gallage', 8.72, 38.26, 'Fast', 1999, 1999, 0.09090909090909091, 1.0694444444444444, 0] ['CRD Fernando', 7.16, 39.19, 'Fast', 2000, 2012, 0.3511988716502116, 1.1698063822047635, 0] -['HAPW Jayawardene', 27.08, 367.2, 'WK', 2000, 2015, 0.48704425590460904, 1.4, 0] +['HAPW Jayawardene', 27.08, 367.2, 'WK', 2000, 2015, 0.48704425590460904, 1.2, 0] ['KC Sangakkara', 52.7, 183.6, 'WK', 2000, 2015, 0.5419106721440433, 1.1111111111111112, 15] -['D Hettiarachchi', 6.02, 30.41, 'Spin', 2001, 2001, 0.0, 0.513013013013013, 0] +['D Hettiarachchi', 6.02, 30.41, 'Spin', 2001, 2001, 0.0, 0.8, 0] ['TT Samaraweera', 44.84, 35.9, 'Bat', 2001, 2013, 0.4692036766600807, 0.9889833853662037, 0] -['MG Vandort', 33.13, 377.6, 'OpenBat', 2001, 2008, 0.4725320115654688, 1.4, 0] -['TCB Fernando', 14.07, 42.88, 'Fast', 2001, 2002, 0.39759036144578314, 1.2514154794195878, 0] +['MG Vandort', 33.13, 377.6, 'OpenBat', 2001, 2008, 0.4725320115654688, 1.2, 0] +['TCB Fernando', 14.07, 42.88, 'Fast', 2001, 2002, 0.39759036144578314, 1.2, 0] ['WRS de Silva', 5.02, 36.06, 'Fast', 2002, 2007, 0.2631578947368421, 0.9486201888162672, 0] -['MKGCP Lakshitha', 9.15, 32.66, 'Fast', 2002, 2002, 0.84, 1.100891861761427, 0] -['J Mubarak', 18.61, 62.03, 'Bat', 2002, 2015, 0.4350282485875706, 1.2205270457697643, 0] -['MN Nawaz', 23.85, 387.22, 'Bat', 2002, 2002, 0.515625, 1.4, 0] +['MKGCP Lakshitha', 9.15, 35.5, 'Fast', 2002, 2002, 0.84, 1.100891861761427, 0] +['J Mubarak', 18.61, 59.82, 'Bat', 2002, 2015, 0.4350282485875706, 1.2, 0] +['MN Nawaz', 23.85, 387.22, 'Bat', 2002, 2002, 0.515625, 1.2, 0] ['KHRK Fernando', 18.47, 42.37, 'Fast', 2002, 2002, 0.4810126582278481, 0.926164136866478, 0] -['KS Lokuarachchi', 17.04, 39.99, 'PartSpin', 2003, 2004, 0.5802469135802469, 0.973790189476464, 0] -['RAP Nissanka', 5.56, 47.42, 'Fast', 2003, 2003, 0.21686746987951808, 1.242875819952798, 0] +['KS Lokuarachchi', 17.04, 39.99, 'Spin', 2003, 2004, 0.5802469135802469, 0.973790189476464, 0] +['RAP Nissanka', 5.56, 47.42, 'Fast', 2003, 2003, 0.21686746987951808, 1.2, 0] ['T Thushara', 8.67, 44.52, 'Fast', 2003, 2010, 0.46766169154228854, 1.1914035650460524, 0] -['KADM Fernando', 18.09, 40.27, 'PartFast', 2003, 2003, 0.43410852713178294, 1.6927701313083374, 0] -['MF Maharoof', 16.64, 53.33, 'PartFast', 2004, 2011, 0.396011396011396, 1.056689342403628, 0] -['SL Malinga', 8.9, 38.17, 'Fast', 2004, 2010, 0.44426494345718903, 1.2246203914470375, 0] +['KADM Fernando', 18.09, 40.27, 'PartFast', 2003, 2003, 0.43410852713178294, 1.2, 0] +['MF Maharoof', 16.64, 53.33, 'Fast', 2004, 2011, 0.396011396011396, 1.056689342403628, 0] +['SL Malinga', 8.9, 38.17, 'Fast', 2004, 2010, 0.44426494345718903, 1.2, 0] ['KMDN Kulasekara', 12.61, 36.21, 'Fast', 2005, 2014, 0.4204301075268817, 0.9549562977078918, 0] -['S Kalavitigoda', 18.08, 372.44, 'Bat', 2005, 2005, 0.14814814814814814, 1.4, 0] +['S Kalavitigoda', 18.08, 372.44, 'Bat', 2005, 2005, 0.14814814814814814, 1.2, 0] ['G Wijekoon', 21.33, 39.69, 'PartMed', 2005, 2005, 0.40860215053763443, 1.1205432937181663, 0] -['WU Tharanga', 29.36, 368.21, 'OpenBat', 2005, 2017, 0.5460772104607721, 1.4, 0] -['CK Kapugedera', 23.29, 183.6, 'Bat', 2006, 2009, 0.5318066157760815, 1.4285714285714286, 0] -['LPC Silva', 27.91, 56.07, 'Bat', 2006, 2008, 0.6288056206088993, 1.2138188608776843, 0] -['SM Warnapura', 28.75, 43.54, 'OpenBat', 2007, 2009, 0.5814447592067988, 1.4109347442680775, 0] +['WU Tharanga', 29.36, 368.21, 'OpenBat', 2005, 2017, 0.5460772104607721, 1.2, 0] +['CK Kapugedera', 23.29, 183.6, 'Bat', 2006, 2009, 0.5318066157760815, 1.2, 0] +['LPC Silva', 27.91, 56.07, 'Bat', 2006, 2008, 0.6288056206088993, 1.2, 0] +['SM Warnapura', 28.75, 42.25, 'OpenBat', 2007, 2009, 0.5814447592067988, 1.2, 0] ['UWMBCA Welegedara', 7.73, 43.32, 'Fast', 2007, 2014, 0.5153664302600472, 1.1360417964754215, 0] -['MKDI Amerasinghe', 3.72, 38.75, 'PartFast', 2008, 2008, 0.0, 1.3333333333333333, 0] +['MKDI Amerasinghe', 3.72, 38.75, 'Fast', 2008, 2008, 0.0, 1.2, 0] ['BAW Mendis', 11.29, 33.61, 'Spin', 2008, 2014, 0.46813186813186813, 0.9801671197020034, 0] ['KTGD Prasad', 11.9, 38.49, 'Fast', 2008, 2015, 0.536036036036036, 1.1914522793480133, 0] -['NT Paranavitana', 30.07, 66.24, 'OpenBat', 2009, 2012, 0.4192793635938231, 1.600893521965748, 0] +['NT Paranavitana', 30.07, 66.24, 'OpenBat', 2009, 2012, 0.4192793635938231, 1.2, 0] ['AD Mathews', 41.08, 51.88, 'PartMed', 2009, 2017, 0.49984742142203237, 0.8703316073592597, 34] ['S Randiv', 10.51, 34.98, 'Spin', 2010, 2012, 0.30625, 0.9765991584173401, 0] ['RAS Lakmal', 10.27, 40.49, 'Fast', 2010, 2018, 0.48482142857142857, 1.0329634825094691, 0] -['NLTC Perera', 17.31, 58.52, 'Fast', 2011, 2012, 0.7302158273381295, 1.3079357449024556, 0] +['NLTC Perera', 17.31, 58.52, 'Fast', 2011, 2012, 0.7302158273381295, 1.2, 0] ['HDRL Thirimanne', 21.37, 185.36, 'Bat', 2011, 2017, 0.38574774171963866, 1.163852122318576, 0] -['S Prasanna', 12.04, 34.48, 'PartSpin', 2011, 2011, 0.4166666666666667, 1.1042097998619738, 0] +['S Prasanna', 12.04, 33.36, 'Spin', 2011, 2011, 0.4166666666666667, 1.1042097998619738, 0] ['RMS Eranga', 10.35, 37.53, 'Fast', 2011, 2016, 0.4115138592750533, 1.0533031498099572, 0] ['N Pradeep', 3.65, 40.34, 'Fast', 2011, 2017, 0.3656509695290859, 1.1338486351717105, 0] -['JK Silva', 27.25, 370.71, 'OpenBat', 2011, 2017, 0.40148263753413965, 1.4, 0] -['CKB Kulasekara', 14.08, 46.67, 'PartFast', 2011, 2011, 0.44, 0.9070294784580498, 0] -['LD Chandimal', 40.55, 370.71, 'WK', 2011, 2018, 0.5045084996304509, 1.4, 10] -['FDM Karunaratne', 32.48, 187.56, 'OpenBat', 2012, 2018, 0.4745308310991957, 1.295405982905983, 0] -['KDK Vithanage', 23.13, 185.36, 'Bat', 2013, 2015, 0.7644628099173554, 1.4652418199845765, 0] -['SMSM Senanayake', 11.31, 32.2, 'PartSpin', 2014, 2014, 0.3333333333333333, 1.333518544242256, 0] +['JK Silva', 27.25, 370.71, 'OpenBat', 2011, 2017, 0.40148263753413965, 1.2, 0] +['CKB Kulasekara', 14.08, 46.67, 'Fast', 2011, 2011, 0.44, 0.9070294784580498, 0] +['LD Chandimal', 40.55, 370.71, 'WK', 2011, 2018, 0.5045084996304509, 1.2, 10] +['FDM Karunaratne', 32.48, 187.56, 'OpenBat', 2012, 2018, 0.4745308310991957, 1.2, 0] +['KDK Vithanage', 23.13, 185.36, 'Bat', 2013, 2015, 0.7644628099173554, 1.2, 0] +['SMSM Senanayake', 11.31, 33.91, 'Spin', 2014, 2014, 0.3333333333333333, 1.2, 0] ['MDK Perera', 19.71, 33.59, 'Spin', 2014, 2018, 0.5069252077562327, 1.0523347620121815, 0] -['N Dickwella', 29.68, 379.03, 'WK', 2014, 2018, 0.7327905255366395, 1.4, 0] -['PHT Kaushal', 11.59, 37.96, 'Spin', 2014, 2015, 0.4344262295081967, 1.27756988095284, 0] -['PVD Chameera', 3.68, 40.36, 'Fast', 2015, 2016, 0.291866028708134, 1.3550253522879272, 0] -['MDKJ Perera', 31.19, 379.03, 'WK', 2015, 2016, 0.7473544973544973, 1.4, 0] -['TAM Siriwardana', 27.21, 39.49, 'Spin', 2015, 2016, 0.6563876651982379, 1.204405217527142, 0] +['N Dickwella', 29.68, 379.03, 'WK', 2014, 2018, 0.7327905255366395, 1.2, 0] +['PHT Kaushal', 11.59, 37.96, 'Spin', 2014, 2015, 0.4344262295081967, 1.2, 0] +['PVD Chameera', 3.68, 40.36, 'Fast', 2015, 2016, 0.291866028708134, 1.2, 0] +['MDKJ Perera', 31.19, 379.03, 'WK', 2015, 2016, 0.7473544973544973, 1.2, 0] +['TAM Siriwardana', 27.21, 39.49, 'Spin', 2015, 2016, 0.6563876651982379, 1.2, 0] ['BKG Mendis', 35.27, 189.51, 'Bat', 2015, 2018, 0.589328743545611, 1.1559139784946235, 0] -['MDUS Jayasundera', 21.14, 137.19, 'Bat', 2015, 2015, 0.38961038961038963, 2.0604395604395602, 0] +['MDUS Jayasundera', 21.14, 57.48, 'Bat', 2015, 2015, 0.38961038961038963, 1.2, 0] ['MD Shanaka', 24.05, 34.64, 'Med', 2016, 2017, 0.48333333333333334, 1.1507090895730765, 0] -['DM de Silva', 36.14, 38.38, 'PartSpin', 2016, 2018, 0.5815602836879432, 1.2025200637858469, 0] +['DM de Silva', 36.14, 38.38, 'PartSpin', 2016, 2018, 0.5815602836879432, 1.2, 0] ['PADLR Sandakan', 4.34, 34.15, 'Spin', 2016, 2018, 0.4666666666666667, 1.1757445841047127, 0] ['MVT Fernando', 2.79, 39.34, 'Fast', 2016, 2017, 0.125, 1.1866359447004609, 0] -['DAS Gunaratne', 37.3, 41.89, 'PartFast', 2016, 2017, 0.5284552845528455, 1.4143920595533497, 0] -['CBRLS Kumara', 3.24, 43.47, 'Fast', 2016, 2018, 0.375, 1.3848289973691903, 0] -['MD Gunathilaka', 18.62, 38.11, 'PartSpin', 2017, 2018, 0.4897959183673469, 1.527331189710611, 0] -['PM Pushpakumara', 4.41, 28.41, 'Spin', 2017, 2017, 0.302158273381295, 1.2477282259191949, 0] +['DAS Gunaratne', 37.3, 41.89, 'PartFast', 2016, 2017, 0.5284552845528455, 1.2, 0] +['CBRLS Kumara', 3.24, 43.47, 'Fast', 2016, 2018, 0.375, 1.2, 0] +['MD Gunathilaka', 18.62, 38.11, 'PartSpin', 2017, 2018, 0.4897959183673469, 1.2, 0] +['PM Pushpakumara', 4.41, 31.65, 'Spin', 2017, 2017, 0.302158273381295, 1.2, 0] ['PLS Gamage', 2.67, 38.94, 'Fast', 2017, 2017, 0.075, 1.0314637279727914, 0] -['S Samarawickrama', 23.41, 377.48, 'OpenBat', 2017, 2017, 0.7062146892655368, 1.4, 0] -['ARS Silva', 42.37, 378.91, 'Bat', 2017, 2018, 0.47103658536585363, 1.4, 0] +['S Samarawickrama', 23.41, 377.48, 'OpenBat', 2017, 2017, 0.7062146892655368, 1.2, 0] +['ARS Silva', 42.37, 378.91, 'Bat', 2017, 2018, 0.47103658536585363, 1.2, 0] ['A Dananjaya', 12.98, 34.4, 'Spin', 2018, 2018, 0.7407407407407407, 0.9431939978563773, 0] +['KJ Arnott', 22.7, 399.87, 'OpenBat', 1992, 1993, 0.326133909287257, 1.2, 0] ['EA Brandes', 10.03, 47.21, 'Fast', 1992, 1999, 0.3611940298507463, 1.035767186547007, 0] -['MG Burmester', 19.88, 64.74, 'PartMed', 1992, 1992, 0.40601503759398494, 1.1400924127770709, 0] -['ADR Campbell', 27.61, 148.75, 'Bat', 1992, 2002, 0.41765307613619757, 0.9123492994460736, 21] -['GJ Crocker', 17.9, 73.59, 'PartFast', 1992, 1992, 0.38764044943820225, 1.0420668459469842, 0] -['A Flower', 52.3, 202.91, 'WK', 1992, 2002, 0.45073335840541556, 2.8673835125448024, 20] +['MG Burmester', 19.88, 64.74, 'Med', 1992, 1992, 0.40601503759398494, 1.1400924127770709, 0] +['ADR Campbell', 27.61, 60.82, 'Bat', 1992, 2002, 0.41765307613619757, 0.9123492994460736, 21] +['GJ Crocker', 17.9, 73.59, 'Fast', 1992, 1992, 0.38764044943820225, 1.0420668459469842, 0] +['A Flower', 52.3, 202.91, 'WK', 1992, 2002, 0.45073335840541556, 1.2, 20] ['GW Flower', 29.55, 59.15, 'OpenPartSpin', 1992, 2004, 0.3452511734744832, 0.9646705872753861, 0] -['DL Houghton', 42.78, 201.21, 'Bat', 1992, 1997, 0.4545172306737038, 0.0, 4] -['MP Jarvis', 5.76, 48.67, 'Fast', 1992, 1994, 0.26666666666666666, 0.6735699492965793, 0] -['AJ Pycroft', 23.58, 399.87, 'Bat', 1992, 1992, 0.4021164021164021, 1.4, 0] +['DL Houghton', 42.78, 201.21, 'Bat', 1992, 1997, 0.4545172306737038, 1.2, 4] +['MP Jarvis', 5.76, 48.67, 'Fast', 1992, 1994, 0.26666666666666666, 0.8, 0] +['AJ Pycroft', 23.58, 399.87, 'Bat', 1992, 1992, 0.4021164021164021, 1.2, 0] ['AJ Traicos', 6.39, 55.27, 'Spin', 1970, 1993, 0.14393939393939395, 1.0767141316979598, 0] -['AH Omarshah', 16.26, 90.71, 'PartMed', 1992, 1996, 0.28438228438228436, 1.466275659824047, 0] +['AH Omarshah', 16.26, 90.71, 'PartMed', 1992, 1996, 0.28438228438228436, 1.2, 0] ['DH Brain', 13.48, 47.75, 'Fast', 1992, 1995, 0.6149732620320856, 1.1029633350075339, 0] -['GA Briant', 13.69, 403.77, 'Bat', 1993, 1993, 0.3333333333333333, 1.4, 0] -['U Ranchod', 10.67, 61.75, 'PartSpin', 1993, 1993, 0.27586206896551724, 1.3636363636363638, 0] -['GK Bruk-Jackson', 15.58, 403.77, 'Bat', 1993, 1993, 0.38235294117647056, 1.4, 0] -['MH Dekker', 15.58, 154.45, 'OpenBat', 1993, 1996, 0.3153409090909091, 0.5454545454545455, 0] -['SG Peall', 11.24, 70.74, 'PartSpin', 1993, 1994, 0.5172413793103449, 0.7444717444717446, 0] -['JA Rennie', 12.85, 73.79, 'PartFast', 1993, 1997, 0.2719298245614035, 0.8861959107956606, 0] +['GA Briant', 13.69, 403.77, 'Bat', 1993, 1993, 0.3333333333333333, 1.2, 0] +['U Ranchod', 10.67, 61.75, 'PartSpin', 1993, 1993, 0.27586206896551724, 1.2, 0] +['GK Bruk-Jackson', 15.58, 403.77, 'Bat', 1993, 1993, 0.38235294117647056, 1.2, 0] +['MH Dekker', 15.58, 67.26, 'OpenBat', 1993, 1996, 0.3153409090909091, 0.8, 0] +['SG Peall', 11.24, 70.74, 'Spin', 1993, 1994, 0.5172413793103449, 0.8, 0] +['JA Rennie', 12.85, 73.79, 'Fast', 1993, 1997, 0.2719298245614035, 0.8861959107956606, 0] ['HH Streak', 22.15, 27.88, 'Fast', 1993, 2005, 0.3706463028496927, 0.9340352041694324, 21] ['GJ Whittall', 29.43, 50.97, 'PartMed', 1993, 2002, 0.4107574911595012, 0.9446980630975057, 0] -['WR James', 21.33, 402.41, 'WK', 1993, 1994, 0.3961038961038961, 1.4, 0] +['WR James', 21.33, 402.41, 'WK', 1993, 1994, 0.3961038961038961, 1.2, 0] ['PA Strang', 26.06, 42.1, 'Spin', 1994, 2001, 0.43743482794577687, 0.9347895920334083, 0] -['SV Carlisle', 26.59, 395.13, 'Bat', 1995, 2005, 0.37280701754385964, 1.4, 6] -['HK Olonga', 5.42, 53.22, 'Fast', 1995, 2002, 0.23499361430395913, 1.2338450284365174, 0] +['SV Carlisle', 26.59, 395.13, 'Bat', 1995, 2005, 0.37280701754385964, 1.2, 6] +['HK Olonga', 5.42, 53.22, 'Fast', 1995, 2002, 0.23499361430395913, 1.2, 0] ['BC Strang', 12.92, 40.79, 'Med', 1995, 2001, 0.5477031802120141, 0.8596855104163211, 0] -['IP Butchart', 13.86, 143.59, 'Bat', 1995, 1995, 0.3150684931506849, 1.338199513381995, 0] -['ACI Lock', 10.71, 42.67, 'Fast', 1995, 1995, 0.24242424242424243, 1.2773722627737225, 0] -['CB Wishart', 22.14, 395.13, 'Bat', 1995, 2005, 0.45390657296403475, 1.4, 0] -['CN Evans', 18.05, 137.16, 'Bat', 1996, 2003, 0.32298136645962733, 1.3318112633181127, 0] -['AR Whittall', 8.03, 88.59, 'PartSpin', 1996, 1999, 0.2602739726027397, 0.9989910552295462, 0] -['EZ Matambanadzo', 5.1, 65.61, 'PartFast', 1996, 1999, 0.1827956989247312, 1.3803003533568903, 0] +['IP Butchart', 13.86, 54.61, 'Bat', 1995, 1995, 0.3150684931506849, 1.2, 0] +['ACI Lock', 10.71, 42.67, 'Fast', 1995, 1995, 0.24242424242424243, 1.2, 0] +['CB Wishart', 22.14, 395.13, 'Bat', 1995, 2005, 0.45390657296403475, 1.2, 0] +['CN Evans', 18.05, 51.55, 'Bat', 1996, 2003, 0.32298136645962733, 1.2, 0] +['AR Whittall', 8.03, 88.59, 'Spin', 1996, 1999, 0.2602739726027397, 0.9989910552295462, 0] +['EZ Matambanadzo', 5.1, 65.61, 'Fast', 1996, 1999, 0.1827956989247312, 1.2, 0] ['M Mbangwa', 3.05, 44.7, 'Fast', 1996, 2000, 0.17616580310880828, 0.8215956050896459, 0] -['AC Waller', 16.49, 406.5, 'Bat', 1996, 1996, 0.39655172413793105, 1.4, 0] +['AC Waller', 16.49, 406.5, 'Bat', 1996, 1996, 0.39655172413793105, 1.2, 0] ['AG Huckle', 5.61, 67.68, 'Spin', 1997, 1998, 0.3756345177664975, 1.1790581957164492, 0] -['GJ Rennie', 22.46, 64.36, 'OpenBat', 1997, 2002, 0.35203028217481075, 1.36986301369863, 0] -['MW Goodwin', 41.97, 198.15, 'Bat', 1998, 2000, 0.46315099901735995, 1.207983193277311, 0] -['TN Madondo', 19.83, 396.3, 'Bat', 1998, 2000, 0.391304347826087, 1.4, 0] -['DP Viljoen', 17.37, 58.52, 'OpenPartSpin', 1998, 2000, 0.3275862068965517, 1.2896825396825398, 0] +['GJ Rennie', 22.46, 64.36, 'OpenBat', 1997, 2002, 0.35203028217481075, 1.2, 0] +['MW Goodwin', 41.97, 198.15, 'Bat', 1998, 2000, 0.46315099901735995, 1.2, 0] +['TN Madondo', 19.83, 396.3, 'Bat', 1998, 2000, 0.391304347826087, 1.2, 0] +['DP Viljoen', 17.37, 58.52, 'OpenPartSpin', 1998, 2000, 0.3275862068965517, 1.2, 0] ['NC Johnson', 23.1, 53.4, 'PartFast', 1998, 2000, 0.48057813911472447, 1.0434232715008431, 0] -['TR Gripper', 21.17, 64.73, 'OpenPartSpin', 1999, 2004, 0.32713303679741207, 1.2880260810520145, 0] -['GB Brent', 13.51, 42.75, 'Med', 1999, 2001, 0.23178807947019867, 0.7887597548313628, 0] +['TR Gripper', 21.17, 64.73, 'OpenPartSpin', 1999, 2004, 0.32713303679741207, 1.2, 0] +['GB Brent', 13.51, 42.75, 'Med', 1999, 2001, 0.23178807947019867, 0.8, 0] ['RW Price', 8.19, 36.96, 'Spin', 1999, 2013, 0.31790499390986604, 0.8985719402613178, 0] ['BA Murphy', 13.19, 67.3, 'Spin', 2000, 2001, 0.26004228329809725, 1.0622323740686779, 1] -['ML Nkala', 14.07, 63.29, 'PartMed', 2000, 2005, 0.413716814159292, 1.004726498797645, 0] -['DT Mutendera', 6.5, 138.86, 'PartFast', 2000, 2000, 0.5263157894736842, 0.7093933463796478, 0] +['ML Nkala', 14.07, 63.29, 'Med', 2000, 2005, 0.413716814159292, 1.004726498797645, 0] +['DT Mutendera', 6.5, 53.25, 'PartFast', 2000, 2000, 0.5263157894736842, 0.8, 0] ['DA Marillier', 23.35, 50.7, 'Spin', 2000, 2002, 0.425629290617849, 1.0595823095823096, 0] -['AM Blignaut', 25.27, 53.0, 'Fast', 2001, 2005, 0.6857585139318886, 1.2338323876813606, 0] -['DD Ebrahim', 21.85, 385.36, 'OpenBat', 2001, 2005, 0.39313222079589216, 1.4, 0] +['AM Blignaut', 25.27, 53.0, 'Fast', 2001, 2005, 0.6857585139318886, 1.2, 0] +['DD Ebrahim', 21.85, 385.36, 'OpenBat', 2001, 2005, 0.39313222079589216, 1.2, 0] ['BT Watambwa', 8.07, 45.37, 'Fast', 2001, 2002, 0.1864406779661017, 1.0561520859003695, 0] ['TJ Friend', 22.4, 55.97, 'Fast', 2001, 2004, 0.43823529411764706, 1.0936454849498327, 0] -['T Taibu', 27.96, 37.28, 'WK', 2001, 2012, 0.4142550911039657, 1.0748407643312101, 10] -['H Masakadza', 27.31, 35.17, 'PartMed', 2001, 2017, 0.4445392491467577, 0.7944356540084387, 1] +['T Taibu', 27.96, 39.12, 'WK', 2001, 2012, 0.4142550911039657, 1.0748407643312101, 10] +['H Masakadza', 27.31, 35.17, 'PartMed', 2001, 2017, 0.4445392491467577, 0.8, 1] ['DT Hondo', 7.8, 44.05, 'Fast', 2001, 2005, 0.2455621301775148, 1.0382618727167854, 0] -['NB Mahwire', 10.54, 48.47, 'Fast', 2002, 2005, 0.42485549132947975, 1.3940308057955118, 0] -['MA Vermeulen', 22.0, 127.76, 'Bat', 2002, 2014, 0.4776595744680851, 1.5873015873015872, 0] -['SM Ervine', 24.84, 64.78, 'Spin', 2003, 2004, 0.554140127388535, 1.3347093223254214, 0] +['NB Mahwire', 10.54, 48.47, 'Fast', 2002, 2005, 0.42485549132947975, 1.2, 0] +['MA Vermeulen', 22.0, 48.2, 'Bat', 2002, 2014, 0.4776595744680851, 1.2, 0] +['SM Ervine', 24.84, 64.78, 'Spin', 2003, 2004, 0.554140127388535, 1.2, 0] ['GM Ewing', 21.19, 78.65, 'PartSpin', 2003, 2005, 0.6206896551724138, 1.1967228205836327, 0] -['S Matsikenyeri', 19.63, 96.63, 'OpenPartSpin', 2003, 2005, 0.5057636887608069, 1.4005602240896358, 0] -['V Sibanda', 19.3, 367.2, 'OpenBat', 2003, 2014, 0.5021240441801189, 1.4, 0] +['S Matsikenyeri', 19.63, 96.63, 'OpenPartSpin', 2003, 2005, 0.5057636887608069, 1.2, 0] +['V Sibanda', 19.3, 367.2, 'OpenBat', 2003, 2014, 0.5021240441801189, 1.2, 0] ['E Chigumbura', 18.95, 44.59, 'Fast', 2004, 2014, 0.502206531332745, 1.0156020017662641, 0] -['A Maregwede', 12.93, 377.6, 'Bat', 2004, 2004, 0.5441176470588235, 1.4, 0] +['A Maregwede', 12.93, 377.6, 'Bat', 2004, 2004, 0.5441176470588235, 1.2, 0] ['T Panyangara', 11.09, 39.63, 'Fast', 2004, 2014, 0.522077922077922, 0.8171894579544464, 0] -['BRM Taylor', 30.02, 184.56, 'Bat', 2004, 2017, 0.5039519443566235, 1.717902350813743, 13] +['BRM Taylor', 30.02, 184.56, 'Bat', 2004, 2017, 0.5039519443566235, 1.2, 13] ['P Utseya', 12.21, 45.9, 'Spin', 2004, 2013, 0.4672489082969432, 1.0371213558464554, 0] -['T Mupariwa', 9.08, 44.74, 'PartFast', 2004, 2004, 0.3333333333333333, 1.30718954248366, 0] +['T Mupariwa', 9.08, 41.58, 'Fast', 2004, 2004, 0.3333333333333333, 1.2, 0] ['AG Cremer', 14.94, 38.04, 'Spin', 2005, 2017, 0.3258901629450815, 1.1770289511153298, 8] ['CB Mpofu', 4.1, 39.58, 'Fast', 2005, 2017, 0.42168674698795183, 1.0652585662629857, 0] -['BG Rogers', 16.0, 131.79, 'OpenBat', 2005, 2005, 0.3879310344827586, 1.8279569892473115, 0] -['NR Ferreira', 18.22, 372.44, 'OpenBat', 2005, 2005, 0.21212121212121213, 1.4, 0] +['BG Rogers', 16.0, 51.09, 'OpenBat', 2005, 2005, 0.3879310344827586, 1.2, 0] +['NR Ferreira', 18.22, 372.44, 'OpenBat', 2005, 2005, 0.21212121212121213, 1.2, 0] ['KM Dabengwa', 15.96, 63.07, 'Spin', 2005, 2005, 0.6428571428571429, 1.100309323906319, 0] -['CK Coventry', 15.61, 372.44, 'Bat', 2005, 2005, 0.946236559139785, 1.4, 0] -['T Duffin', 16.61, 372.44, 'OpenBat', 2005, 2005, 0.44692737430167595, 1.4, 0] -['W Mwayenga', 12.24, 60.8, 'PartMed', 2005, 2005, 0.8823529411764706, 1.2135176651305681, 0] -['CR Ervine', 29.39, 370.71, 'Bat', 2011, 2017, 0.48883116883116884, 1.4, 0] +['CK Coventry', 15.61, 372.44, 'Bat', 2005, 2005, 0.946236559139785, 1.2, 0] +['T Duffin', 16.61, 372.44, 'OpenBat', 2005, 2005, 0.44692737430167595, 1.2, 0] +['W Mwayenga', 12.24, 60.8, 'Med', 2005, 2005, 0.8823529411764706, 1.2, 0] +['CR Ervine', 29.39, 370.71, 'Bat', 2011, 2017, 0.48883116883116884, 1.2, 0] ['KM Jarvis', 6.14, 32.65, 'Fast', 2011, 2017, 0.346875, 1.1219843525949034, 0] -['TMK Mawoyo', 22.64, 370.71, 'OpenBat', 2011, 2016, 0.3704819277108434, 1.4, 0] +['TMK Mawoyo', 22.64, 370.71, 'OpenBat', 2011, 2016, 0.3704819277108434, 1.2, 0] ['BV Vitori', 6.94, 44.78, 'Fast', 2011, 2013, 0.6190476190476191, 1.0643747945037887, 0] -['GA Lamb', 18.34, 53.73, 'Spin', 2011, 2011, 0.38333333333333336, 1.3988095238095237, 0] -['RW Chakabva', 23.78, 370.71, 'WK', 2011, 2017, 0.40182054616384916, 1.4, 0] -['N Ncube', 4.8, 53.51, 'PartFast', 2011, 2011, 0.7391304347826086, 1.0975056689342402, 0] +['GA Lamb', 18.34, 53.73, 'Spin', 2011, 2011, 0.38333333333333336, 1.2, 0] +['RW Chakabva', 23.78, 370.71, 'WK', 2011, 2017, 0.40182054616384916, 1.2, 0] +['N Ncube', 4.8, 53.51, 'Fast', 2011, 2011, 0.7391304347826086, 1.0975056689342402, 0] ['MN Waller', 19.95, 45.04, 'PartSpin', 2011, 2017, 0.5079225352112676, 0.9164284513199934, 0] ['SW Masakadza', 10.9, 34.78, 'Fast', 2012, 2014, 0.36666666666666664, 0.9339833938357096, 0] -['F Mutizwa', 21.34, 370.14, 'Bat', 2012, 2012, 0.39344262295081966, 1.4, 0] -['TL Chatara', 5.23, 34.07, 'Fast', 2013, 2014, 0.45555555555555555, 0.7749866971656684, 0] +['F Mutizwa', 21.34, 370.14, 'Bat', 2012, 2012, 0.39344262295081966, 1.2, 0] +['TL Chatara', 5.23, 35.2, 'Fast', 2013, 2014, 0.45555555555555555, 0.8, 0] ['SC Williams', 27.91, 40.28, 'Spin', 2013, 2017, 0.5904628330995793, 1.0250762453405626, 0] -['T Maruma', 15.89, 371.17, 'OpenBat', 2013, 2013, 0.3076923076923077, 1.4, 0] -['KO Meth', 13.8, 27.45, 'Fast', 2013, 2013, 0.5581395348837209, 0.5798130398769378, 0] -['R Mutumbami', 17.77, 370.71, 'WK', 2013, 2014, 0.4737991266375546, 1.4, 0] +['T Maruma', 15.89, 371.17, 'OpenBat', 2013, 2013, 0.3076923076923077, 1.2, 0] +['KO Meth', 13.8, 36.59, 'Fast', 2013, 2013, 0.5581395348837209, 0.8, 0] +['R Mutumbami', 17.77, 370.71, 'WK', 2013, 2014, 0.4737991266375546, 1.2, 0] ['Sikandar Raza', 28.36, 53.32, 'PartSpin', 2013, 2017, 0.5566106647187729, 1.0828839057621347, 0] ['J Nyumbu', 3.63, 42.28, 'Spin', 2014, 2016, 0.29457364341085274, 1.099315465831303, 0] ['DT Tiripano', 14.33, 35.32, 'Fast', 2014, 2017, 0.3067226890756303, 0.95648912228057, 0] -['TP Kamungozi', 5.79, 55.07, 'PartSpin', 2014, 2014, 0.5, 0.7127058245269109, 0] -['BB Chari', 12.65, 187.56, 'OpenBat', 2014, 2016, 0.38315217391304346, 1.282051282051282, 0] +['TP Kamungozi', 5.79, 55.07, 'Spin', 2014, 2014, 0.5, 0.8, 0] +['BB Chari', 12.65, 187.56, 'OpenBat', 2014, 2016, 0.38315217391304346, 1.2, 0] ["N M'shangwe", 6.96, 46.31, 'Spin', 2014, 2014, 0.4444444444444444, 1.0555263477170707, 0] -['CJ Chibhabha', 16.76, 43.33, 'OpenPartMed', 2016, 2017, 0.36363636363636365, 1.2745869394177811, 0] +['CJ Chibhabha', 16.76, 43.33, 'OpenPartMed', 2016, 2017, 0.36363636363636365, 1.2, 0] ['MT Chinouya', 2.71, 35.34, 'Fast', 2016, 2016, 0.029411764705882353, 1.0639501980758346, 0] -['PS Masvaure', 14.88, 51.88, 'PartFast', 2016, 2016, 0.2972972972972973, 1.4055299539170505, 0] -['PJ Moor', 23.72, 379.03, 'WK', 2016, 2017, 0.46808510638297873, 1.4, 0] -['CT Mumba', 2.98, 29.9, 'Fast', 2016, 2016, 0.1590909090909091, 1.2350625129515784, 0] -['TK Musakanda', 12.68, 377.48, 'Bat', 2017, 2017, 0.2857142857142857, 1.4, 0] -['SF Mire', 11.3, 188.74, 'OpenPartFast', 2017, 2017, 0.5777777777777777, 0.7349563619660082, 0] +['PS Masvaure', 14.88, 49.98, 'PartFast', 2016, 2016, 0.2972972972972973, 1.2, 0] +['PJ Moor', 23.72, 379.03, 'WK', 2016, 2017, 0.46808510638297873, 1.2, 0] +['CT Mumba', 2.98, 31.46, 'Fast', 2016, 2016, 0.1590909090909091, 1.2, 0] +['TK Musakanda', 12.68, 377.48, 'Bat', 2017, 2017, 0.2857142857142857, 1.2, 0] +['SF Mire', 11.3, 188.74, 'OpenPartFast', 2017, 2017, 0.5777777777777777, 0.8, 0] ['TS Chisoro', 5.77, 47.9, 'Fast', 2017, 2017, 0.6, 0.8790581889845451, 0] -['RP Burl', 25.8, 377.48, 'Bat', 2017, 2017, 0.41025641025641024, 1.4, 0] -['B Muzarabani', 3.86, 30.92, 'PartFast', 2017, 2017, 1.0, 1.1872372000989366, 0] -['Al Sahariar', 21.33, 387.22, 'OpenBat', 2000, 2003, 0.5139202407825433, 1.4, 0] -['Aminul Islam', 19.72, 195.19, 'Bat', 2000, 2002, 0.34868421052631576, 1.5253890253890252, 0] -['Habibul Bashar', 29.15, 188.8, 'Bat', 2000, 2008, 0.6027888446215139, 1.5088304825476289, 18] -['Hasibul Hossain', 7.78, 50.15, 'PartFast', 2000, 2001, 0.782258064516129, 1.5042149631190727, 0] -['Khaled Mashud', 17.97, 377.6, 'WK', 2000, 2007, 0.34066731141199225, 1.4, 12] -['Mehrab Hossain', 14.55, 134.59, 'OpenBat', 2000, 2003, 0.3265582655826558, 0.8361204013377926, 0] +['RP Burl', 25.8, 377.48, 'Bat', 2017, 2017, 0.41025641025641024, 1.2, 0] +['B Muzarabani', 3.86, 31.25, 'PartFast', 2017, 2017, 1.0, 1.1872372000989366, 0] +['Akram Khan', 15.96, 387.22, 'Bat', 2000, 2003, 0.37755102040816324, 1.2, 0] +['Al Sahariar', 21.33, 387.22, 'OpenBat', 2000, 2003, 0.5139202407825433, 1.2, 0] +['Aminul Islam', 19.72, 195.19, 'Bat', 2000, 2002, 0.34868421052631576, 1.2, 0] +['Habibul Bashar', 29.15, 188.8, 'Bat', 2000, 2008, 0.6027888446215139, 1.2, 18] +['Hasibul Hossain', 7.78, 50.15, 'Fast', 2000, 2001, 0.782258064516129, 1.2, 0] +['Khaled Mashud', 17.97, 377.6, 'WK', 2000, 2007, 0.34066731141199225, 1.2, 12] +['Mehrab Hossain', 14.55, 50.69, 'OpenBat', 2000, 2003, 0.3265582655826558, 0.8361204013377926, 0] ['Mohammad Rafique', 17.54, 39.23, 'Spin', 2000, 2008, 0.6496932515337424, 0.9140161096460542, 0] ['Naimur Rahman', 12.63, 54.04, 'Spin', 2000, 2002, 0.4585152838427948, 1.1017451971274832, 7] -['Ranjan Das', 7.57, 67.23, 'PartFast', 2000, 2000, 0.06451612903225806, 1.1207970112079702, 0] -['Shahriar Hossain', 18.66, 387.22, 'OpenBat', 2000, 2004, 0.41596638655462187, 1.4, 0] -['Javed Omar', 20.82, 188.8, 'OpenBat', 2001, 2007, 0.38145930361499225, 3.9215686274509802, 0] +['Ranjan Das', 7.57, 67.23, 'Fast', 2000, 2000, 0.06451612903225806, 1.1207970112079702, 0] +['Shahriar Hossain', 18.66, 387.22, 'OpenBat', 2000, 2004, 0.41596638655462187, 1.2, 0] +['Javed Omar', 20.82, 188.8, 'OpenBat', 2001, 2007, 0.38145930361499225, 1.2, 0] ['Manjural Islam', 3.74, 59.84, 'Fast', 2001, 2004, 0.21657754010695188, 1.0844228235532585, 0] -['Mohammad Sharif', 9.02, 47.37, 'PartFast', 2001, 2007, 0.4326241134751773, 1.3135235923563853, 0] -['Mushfiqur Rahman', 13.88, 49.23, 'PartFast', 2001, 2004, 0.3072847682119205, 1.2098937851446212, 0] +['Mohammad Sharif', 9.02, 47.37, 'Fast', 2001, 2007, 0.4326241134751773, 1.2, 0] +['Mushfiqur Rahman', 13.88, 49.23, 'Fast', 2001, 2004, 0.3072847682119205, 1.2, 0] ['Enamul Haque', 12.59, 46.96, 'Spin', 2001, 2003, 0.34615384615384615, 0.9241567557028659, 0] -['Mohammad Ashraful', 22.07, 55.43, 'PartSpin', 2001, 2013, 0.4607744107744108, 1.3969719451542877, 13] -['Khaled Mahmud', 12.61, 57.85, 'PartMed', 2001, 2003, 0.5846153846153846, 1.030595813204509, 9] +['Mohammad Ashraful', 22.07, 55.43, 'PartSpin', 2001, 2013, 0.4607744107744108, 1.2, 13] +['Khaled Mahmud', 12.61, 57.85, 'Med', 2001, 2003, 0.5846153846153846, 1.030595813204509, 9] ['Mashrafe Mortaza', 11.97, 45.65, 'Fast', 2001, 2009, 0.6720067453625632, 1.0465830147019224, 1] -['Sanwar Hossain', 18.05, 54.91, 'PartSpin', 2001, 2003, 0.46433378196500674, 1.4010666184579228, 0] +['Sanwar Hossain', 18.05, 54.91, 'PartSpin', 2001, 2003, 0.46433378196500674, 1.2, 0] ['Fahim Muntasir', 11.62, 49.62, 'Spin', 2002, 2002, 0.6046511627906976, 1.1914715719063544, 0] -['Alamgir Kabir', 5.13, 48.77, 'PartFast', 2002, 2004, 0.09302325581395349, 1.687860388742506, 0] -['Ehsanul Haque', 21.06, 137.56, 'Bat', 2002, 2002, 0.22580645161290322, 2.0066889632107023, 0] -['Hannan Sarkar', 19.06, 385.36, 'OpenBat', 2002, 2004, 0.4665257223396758, 1.4, 0] -['Talha Jubair', 6.1, 44.72, 'Med', 2002, 2004, 0.5360824742268041, 1.4099789691852846, 0] -['Alok Kapali', 16.96, 58.33, 'PartSpin', 2002, 2006, 0.48626144879267275, 1.2603772243258138, 0] -['Tapash Baisya', 10.6, 53.41, 'Fast', 2002, 2005, 0.49934980494148246, 1.2433816256472916, 0] -['Tushar Imran', 20.47, 141.09, 'Bat', 2002, 2007, 0.33840304182509506, 1.5686274509803921, 0] -['Rafiqul Islam', 14.84, 387.22, 'Bat', 2002, 2002, 0.1320754716981132, 1.4, 0] -['Anwar Hossain', 11.33, 387.22, 'OpenBat', 2002, 2002, 0.3181818181818182, 1.4, 0] -['Mohammad Salim', 10.22, 385.36, 'WK', 2003, 2003, 0.3828125, 1.4, 0] -['Anwar Hossain Monir', 4.32, 130.56, 'PartFast', 2003, 2005, 0.3013698630136986, 1.7297723687176019, 0] +['Alamgir Kabir', 5.13, 46.78, 'PartFast', 2002, 2004, 0.09302325581395349, 1.2, 0] +['Ehsanul Haque', 21.06, 53.66, 'Bat', 2002, 2002, 0.22580645161290322, 1.2, 0] +['Hannan Sarkar', 19.06, 385.36, 'OpenBat', 2002, 2004, 0.4665257223396758, 1.2, 0] +['Talha Jubair', 6.1, 44.72, 'Med', 2002, 2004, 0.5360824742268041, 1.2, 0] +['Alok Kapali', 16.96, 58.33, 'PartSpin', 2002, 2006, 0.48626144879267275, 1.2, 0] +['Tapash Baisya', 10.6, 53.41, 'Fast', 2002, 2005, 0.49934980494148246, 1.2, 0] +['Tushar Imran', 20.47, 61.79, 'Bat', 2002, 2007, 0.33840304182509506, 1.2, 0] +['Rafiqul Islam', 14.84, 387.22, 'Bat', 2002, 2002, 0.1320754716981132, 1.2, 0] +['Anwar Hossain', 11.33, 387.22, 'OpenBat', 2002, 2002, 0.3181818181818182, 1.2, 0] +['Mohammad Salim', 10.22, 385.36, 'WK', 2003, 2003, 0.3828125, 1.2, 0] +['Anwar Hossain Monir', 4.32, 132.77, 'Fast', 2003, 2005, 0.3013698630136986, 1.2, 0] ['Rajin Saleh', 23.91, 184.45, 'Bat', 2003, 2008, 0.35857950974230046, 1.1691824448128436, 0] ['Enamul Haque jnr', 7.01, 40.94, 'Spin', 2003, 2013, 0.2177121771217712, 0.9574710334204004, 0] ['Manjural Islam Rana', 21.08, 45.05, 'PartSpin', 2004, 2004, 0.3713872832369942, 1.0497657006727925, 0] -['Faisal Hossain', 20.97, 377.6, 'Bat', 2004, 2004, 0.25925925925925924, 1.4, 0] -['Tareq Aziz', 7.99, 50.17, 'PartFast', 2004, 2004, 0.14965986394557823, 1.4215686274509802, 0] -['Nafees Iqbal', 20.14, 372.44, 'OpenBat', 2004, 2006, 0.3888888888888889, 1.4, 0] -['Aftab Ahmed', 17.93, 49.27, 'Bat', 2004, 2010, 0.4961636828644501, 1.3122923588039868, 0] +['Faisal Hossain', 20.97, 377.6, 'Bat', 2004, 2004, 0.25925925925925924, 1.2, 0] +['Tareq Aziz', 7.99, 50.17, 'Fast', 2004, 2004, 0.14965986394557823, 1.2, 0] +['Nafees Iqbal', 20.14, 372.44, 'OpenBat', 2004, 2006, 0.3888888888888889, 1.2, 0] +['Aftab Ahmed', 17.93, 49.27, 'Bat', 2004, 2010, 0.4961636828644501, 1.2, 0] ['Nazmul Hossain', 5.71, 46.68, 'Fast', 2004, 2011, 0.7619047619047619, 1.123172673324649, 0] -['Mushfiqur Rahim', 32.35, 370.14, 'WK', 2005, 2018, 0.46436781609195404, 1.4, 34] -['Shahadat Hossain', 9.25, 52.76, 'Fast', 2005, 2015, 0.45943562610229277, 1.3167615641616863, 0] -['Shahriar Nafees', 24.22, 366.97, 'OpenBat', 2005, 2013, 0.558641975308642, 1.4, 0] -['Syed Rasel', 7.17, 43.1, 'Fast', 2005, 2007, 0.3894736842105263, 1.2456250951066283, 0] +['Mushfiqur Rahim', 32.35, 370.14, 'WK', 2005, 2018, 0.46436781609195404, 1.2, 34] +['Shahadat Hossain', 9.25, 52.76, 'Fast', 2005, 2015, 0.45943562610229277, 1.2, 0] +['Shahriar Nafees', 24.22, 366.97, 'OpenBat', 2005, 2013, 0.558641975308642, 1.2, 0] +['Syed Rasel', 7.17, 43.1, 'Fast', 2005, 2007, 0.3894736842105263, 1.2, 0] ['Abdur Razzak', 10.65, 42.07, 'Spin', 2006, 2018, 0.6492146596858639, 1.0603035776531355, 0] ['Shakib Al Hasan', 37.37, 29.96, 'Spin', 2007, 2017, 0.6210471747019181, 0.9617349787510192, 9] -['Mehrab Hossain jnr', 19.44, 67.86, 'PartSpin', 2007, 2009, 0.5105042016806722, 1.315081315081315, 0] +['Mehrab Hossain jnr', 19.44, 67.86, 'PartSpin', 2007, 2009, 0.5105042016806722, 1.2, 0] ['Junaid Siddique', 24.17, 184.56, 'Bat', 2008, 2012, 0.41392567278940623, 1.160337552742616, 0] -['Sajedul Islam', 8.97, 44.8, 'PartMed', 2008, 2013, 0.3829787234042553, 1.3348676639815877, 0] -['Tamim Iqbal', 35.9, 185.59, 'OpenBat', 2008, 2018, 0.5551685706324881, 1.2779552715654954, 1] +['Sajedul Islam', 8.97, 44.8, 'Med', 2008, 2013, 0.3829787234042553, 1.2, 0] +['Tamim Iqbal', 35.9, 185.59, 'OpenBat', 2008, 2018, 0.5551685706324881, 1.2, 1] ['Naeem Islam', 25.97, 136.06, 'PartSpin', 2008, 2012, 0.3747747747747748, 1.0022934768226524, 0] -['Mahbubul Alam', 3.39, 43.97, 'PartFast', 2008, 2008, 0.06944444444444445, 1.0189015981179523, 0] +['Mahbubul Alam', 3.39, 43.97, 'Fast', 2008, 2008, 0.06944444444444445, 1.0189015981179523, 0] ['Imrul Kayes', 24.34, 185.59, 'OpenBat', 2008, 2018, 0.48737300435413644, 0.9584664536741215, 0] -['Raqibul Hasan', 19.64, 184.56, 'Bat', 2008, 2011, 0.4023952095808383, 0.7685352622061482, 0] +['Raqibul Hasan', 19.64, 184.56, 'Bat', 2008, 2011, 0.4023952095808383, 0.8, 0] ['Mahmudullah', 29.0, 42.6, 'PartSpin', 2009, 2018, 0.519496855345912, 1.1174479953373553, 2] -['Rubel Hossain', 7.64, 69.53, 'PartFast', 2009, 2017, 0.4514285714285714, 1.2600716312296696, 0] +['Rubel Hossain', 7.64, 69.53, 'Fast', 2009, 2017, 0.4514285714285714, 1.2, 0] ['Shafiul Islam', 8.72, 40.54, 'Fast', 2010, 2017, 0.4806378132118451, 1.0413787766563118, 0] -['Jahurul Islam', 21.48, 370.14, 'OpenBat', 2010, 2013, 0.38470066518847007, 1.4, 0] +['Jahurul Islam', 21.48, 370.14, 'OpenBat', 2010, 2013, 0.38470066518847007, 1.2, 0] ['Robiul Islam', 6.01, 45.65, 'Fast', 2010, 2014, 0.4876847290640394, 1.019108280254777, 0] ['Elias Sunny', 11.57, 41.83, 'Spin', 2011, 2013, 0.26573426573426573, 1.1469396491279864, 0] ['Nasir Hossain', 30.63, 42.25, 'PartSpin', 2011, 2017, 0.5446009389671361, 0.9169743994025146, 0] ['Suhrawadi Shuvo', 17.91, 39.94, 'Spin', 2011, 2011, 0.375, 0.9363476030142696, 0] -['Nazimuddin', 20.33, 370.14, 'OpenBat', 2011, 2012, 0.390625, 1.4, 0] +['Nazimuddin', 20.33, 370.14, 'OpenBat', 2011, 2012, 0.390625, 1.2, 0] ['Sohag Gazi', 18.66, 48.49, 'Spin', 2012, 2014, 0.6143667296786389, 0.9727628431767187, 0] -['Abul Hasan', 17.57, 74.71, 'PartFast', 2012, 2013, 0.5935251798561151, 1.342646207295889, 0] -['Anamul Haque', 20.26, 370.71, 'OpenBat', 2013, 2014, 0.33181818181818185, 1.4, 0] -['Mominul Haque', 44.37, 77.66, 'Bat', 2013, 2018, 0.5609375, 1.2102777555431041, 0] -['Ziaur Rahman', 14.61, 38.85, 'Fast', 2013, 2013, 0.35, 0.7561235356762513, 0] -['Marshall Ayub', 20.7, 132.33, 'Bat', 2013, 2014, 0.42955326460481097, 1.6932907348242812, 0] -['Al-Amin Hossain', 5.8, 47.14, 'PartFast', 2013, 2014, 0.6601941747572816, 1.0020331106593088, 0] -['Shamsur Rahman', 21.21, 134.86, 'OpenBat', 2014, 2014, 0.4765625, 1.5974440894568693, 0] +['Abul Hasan', 17.57, 74.71, 'Fast', 2012, 2013, 0.5935251798561151, 1.2, 0] +['Anamul Haque', 20.26, 370.71, 'OpenBat', 2013, 2014, 0.33181818181818185, 1.2, 0] +['Mominul Haque', 44.37, 77.66, 'Bat', 2013, 2018, 0.5609375, 1.2, 0] +['Ziaur Rahman', 14.61, 38.85, 'Fast', 2013, 2013, 0.35, 0.8, 0] +['Marshall Ayub', 20.7, 56.03, 'Bat', 2013, 2014, 0.42955326460481097, 1.2, 0] +['Al-Amin Hossain', 5.8, 47.14, 'Fast', 2013, 2014, 0.6601941747572816, 1.0020331106593088, 0] +['Shamsur Rahman', 21.21, 54.53, 'OpenBat', 2014, 2014, 0.4765625, 1.2, 0] ['Shuvagata Hom', 25.31, 39.76, 'PartSpin', 2014, 2016, 0.5583524027459954, 1.1502091289325331, 0] ['Taijul Islam', 7.77, 35.35, 'Spin', 2014, 2018, 0.40613718411552346, 1.0615971858393831, 0] -['Jubair Hossain', 7.33, 45.77, 'Spin', 2014, 2015, 0.14772727272727273, 1.321745347304453, 0] -['Mohammad Shahid', 8.94, 54.05, 'PartFast', 2015, 2015, 0.7037037037037037, 0.8791208791208791, 0] -['Soumya Sarkar', 22.75, 61.07, 'OpenPartFast', 2015, 2017, 0.578838174273859, 1.2021169354838708, 0] -['Liton Das', 33.06, 379.03, 'WK', 2015, 2018, 0.6043956043956044, 1.4, 0] +['Jubair Hossain', 7.33, 45.77, 'Spin', 2014, 2015, 0.14772727272727273, 1.2, 0] +['Mohammad Shahid', 8.94, 54.05, 'Fast', 2015, 2015, 0.7037037037037037, 0.8791208791208791, 0] +['Soumya Sarkar', 22.75, 61.07, 'OpenPartFast', 2015, 2017, 0.578838174273859, 1.2, 0] +['Liton Das', 33.06, 379.03, 'WK', 2015, 2018, 0.6043956043956044, 1.2, 0] ['Mustafizur Rahman', 3.06, 31.53, 'Fast', 2015, 2018, 0.35185185185185186, 1.022025332251825, 0] -['Kamrul Islam Rabbi', 3.55, 50.23, 'PartFast', 2016, 2017, 0.1896551724137931, 1.3805064169268122, 0] +['Kamrul Islam Rabbi', 3.55, 50.23, 'Fast', 2016, 2017, 0.1896551724137931, 1.2, 0] ['Mehidy Hasan Miraz', 16.94, 37.14, 'Spin', 2016, 2018, 0.4601063829787234, 1.0854278394733925, 0] -['Sabbir Rahman', 20.31, 68.44, 'Bat', 2016, 2018, 0.5497142857142857, 1.3129689174705252, 0] +['Sabbir Rahman', 20.31, 65.69, 'Bat', 2016, 2018, 0.5497142857142857, 1.2, 0] ['Subashis Roy', 3.13, 38.85, 'Fast', 2017, 2017, 0.23333333333333334, 1.197738463717969, 0] -['Taskin Ahmed', 3.86, 56.86, 'PartFast', 2017, 2017, 0.40963855421686746, 1.4147909967845658, 0] -['Nazmul Hossain Shanto', 28.18, 188.74, 'Bat', 2017, 2017, 0.25862068965517243, 6.270096463022508, 0] -['Nurul Hasan', 29.34, 377.48, 'WK', 2017, 2017, 0.47, 1.4, 0] -['Mosaddek Hossain', 47.65, 61.17, 'PartSpin', 2017, 2018, 0.41434262948207173, 1.4469453376205788, 0] -['Sunzamul Islam', 12.58, 40.04, 'PartSpin', 2018, 2018, 0.42857142857142855, 1.0932475884244373, 0] +['Taskin Ahmed', 3.86, 56.86, 'Fast', 2017, 2017, 0.40963855421686746, 1.2, 0] +['Nazmul Hossain Shanto', 28.18, 188.74, 'Bat', 2017, 2017, 0.25862068965517243, 1.2, 0] +['Nurul Hasan', 29.34, 377.48, 'WK', 2017, 2017, 0.47, 1.2, 0] +['Mosaddek Hossain', 37.46, 59.72, 'PartSpin', 2017, 2018, 0.41434262948207173, 1.2, 0] +['Sunzamul Islam', 12.58, 40.04, 'Spin', 2018, 2018, 0.42857142857142855, 1.0932475884244373, 0] diff --git a/australiadata.txt b/australiadata.txt index cce34cc..6823102 100644 --- a/australiadata.txt +++ b/australiadata.txt @@ -1,450 +1,451 @@ -['JM Blackham', 26.42, 500, 'WK', 1877, 1894, 0.5, 1.4, 8] -['BB Cooper', 17.19, 500, 'Bat', 1877, 1877, 0.5, 1.4, 0] -['TW Garrett', 17.98, 43.08, 'Fast', 1877, 1888, 0.5, 0.9786381124054992, 0] -['DW Gregory', 13.96, 195.08, 'Bat', 1877, 1879, 0.5, 1.2, 3] -['EJ Gregory', 16.33, 500, 'Bat', 1877, 1877, 0.5, 1.4, 0] -['JR Hodges', 13.9, 50.23, 'Med', 1877, 1877, 0.5, 1.625386996904025, 0] +['C Bannerman', 26.59, 500, 'OpenBat', 1877, 1879, 0.5, 1.2, 0] +['JM Blackham', 26.42, 500, 'WK', 1877, 1894, 0.5, 1.2, 8] +['BB Cooper', 17.19, 500, 'Bat', 1877, 1877, 0.5, 1.2, 0] +['TW Garrett', 17.98, 50.41, 'Fast', 1877, 1888, 0.5, 0.9786381124054992, 0] +['DW Gregory', 13.96, 69.5, 'Bat', 1877, 1879, 0.5, 1.2, 3] +['EJ Gregory', 16.33, 500, 'Bat', 1877, 1877, 0.5, 1.2, 0] +['JR Hodges', 13.9, 55.79, 'Med', 1877, 1877, 0.5, 1.2, 0] ['TP Horan', 25.02, 54.57, 'PartMed', 1877, 1885, 0.5, 1.036156800231867, 2] -['TK Kendall', 18.71, 51.02, 'Med', 1877, 1877, 0.5, 1.0049546601850987, 0] -['WE Midwinter', 19.26, 40.75, 'Med', 1877, 1887, 0.5, 0.9652971679297965, 0] -['NFD Thomson', 20.9, 63.45, 'OpenPartMed', 1877, 1877, 0.5, 0.7283834586466167, 0] -['TJD Kelly', 25.19, 500, 'Bat', 1877, 1879, 0.5, 1.4, 0] -['WL Murdoch', 48.06, 500, 'Bat', 1877, 1892, 0.5, 1.4, 16] -['FR Spofforth', 12.47, 29.37, 'Fast', 1877, 1887, 0.5, 1.1384038670218013, 0] -['FE Allan', 8.69, 32.34, 'Med', 1879, 1879, 0.5, 1.1594202898550725, 0] -['AC Bannerman', 38.88, 85.86, 'OpenBat', 1879, 1893, 0.5, 1.5651004992958648, 0] -['HF Boyle', 12.81, 35.88, 'Med', 1879, 1884, 0.5, 1.0121745172038088, 0] -['G Alexander', 19.87, 68.63, 'PartMed', 1880, 1884, 0.5, 1.5235910878112713, 0] -['GJ Bonnor', 27.03, 92.93, 'Bat', 1880, 1888, 0.5, 1.4032743067156699, 0] -['TU Groube', 13.35, 500, 'Bat', 1880, 1880, 0.24444444444444444, 1.4, 0] -['PS McDonnell', 46.01, 326.98, 'OpenBat', 1880, 1888, 0.5, 2.792413066385669, 6] +['TK Kendall', 18.71, 56.45, 'Med', 1877, 1877, 0.5, 1.0049546601850987, 0] +['WE Midwinter', 19.26, 51.75, 'Med', 1877, 1887, 0.5, 0.9652971679297965, 0] +['NFD Thomson', 20.9, 64.09, 'OpenPartMed', 1877, 1877, 0.5, 0.8, 0] +['TJD Kelly', 25.19, 500, 'Bat', 1877, 1879, 0.5, 1.2, 0] +['WL Murdoch', 48.06, 500, 'Bat', 1877, 1892, 0.5, 1.2, 16] +['FR Spofforth', 12.47, 38.98, 'Fast', 1877, 1887, 0.5, 1.1384038670218013, 0] +['FE Allan', 8.69, 55.52, 'Med', 1879, 1879, 0.5, 1.1594202898550725, 0] +['AC Bannerman', 38.88, 85.86, 'OpenBat', 1879, 1893, 0.5, 1.2, 0] +['HF Boyle', 12.81, 51.06, 'Med', 1879, 1884, 0.5, 1.0121745172038088, 0] +['G Alexander', 19.87, 73.12, 'PartMed', 1880, 1884, 0.5, 1.2, 0] +['GJ Bonnor', 27.03, 92.93, 'Bat', 1880, 1888, 0.5, 1.2, 0] +['TU Groube', 13.35, 500, 'Bat', 1880, 1880, 0.24444444444444444, 1.2, 0] +['PS McDonnell', 46.01, 326.98, 'OpenBat', 1880, 1888, 0.5, 1.2, 6] ['WH Moule', 20.95, 282.35, 'Med', 1880, 1880, 0.35398230088495575, 1.1972930765226446, 0] -['GE Palmer', 19.93, 38.88, 'Spin', 1880, 1886, 0.5, 1.0224371538306865, 0] -['J Slight', 14.44, 500, 'Bat', 1880, 1880, 0.3055555555555556, 1.4, 0] -['WH Cooper', 16.19, 68.21, 'Spin', 1882, 1884, 0.5, 1.3946599744929444, 0] -['E Evans', 12.91, 50.23, 'PartSpin', 1882, 1886, 0.5, 0.7353185457525387, 0] -['G Giffen', 36.16, 42.68, 'Med', 1882, 1896, 0.5, 1.1910214648440276, 4] -['HH Massie', 23.61, 500, 'OpenBat', 1882, 1885, 0.5, 1.4, 1] -['G Coulthard', 14.39, 500, 'Bat', 1879, 1882, 0.5, 1.4, 0] +['GE Palmer', 19.93, 45.85, 'Spin', 1880, 1886, 0.5, 1.0224371538306865, 0] +['J Slight', 14.44, 500, 'Bat', 1880, 1880, 0.3055555555555556, 1.2, 0] +['WH Cooper', 16.19, 68.21, 'Spin', 1882, 1884, 0.5, 1.2, 0] +['E Evans', 12.91, 65.59, 'Spin', 1882, 1886, 0.5, 0.8, 0] +['G Giffen', 36.16, 43.94, 'Med', 1882, 1896, 0.5, 1.1910214648440276, 4] +['HH Massie', 23.61, 500, 'OpenBat', 1882, 1885, 0.5, 1.2, 1] +['G Coulthard', 14.39, 500, 'Bat', 1879, 1882, 0.5, 1.2, 0] ['SP Jones', 29.74, 75.96, 'Bat', 1882, 1888, 0.5, 1.1874469889737063, 0] -['HJH Scott', 31.15, 225.67, 'Bat', 1884, 1886, 0.5, 2.579365079365079, 3] -['W Bruce', 38.67, 77.79, 'PartMed', 1885, 1895, 0.5, 1.2036327825801507, 0] -['AH Jarvis', 20.88, 500, 'WK', 1885, 1895, 0.5, 1.4, 0] -['AP Marr', 14.89, 230.5, 'PartMed', 1885, 1885, 0.5, 0.8101851851851851, 0] -['S Morris', 23.36, 78.63, 'OpenMed', 1885, 1885, 0.5, 1.4910130718954246, 0] -['HA Musgrove', 16.16, 500, 'Bat', 1885, 1885, 0.5, 1.4, 0] -['RJ Pope', 14.65, 500, 'Bat', 1885, 1885, 0.5, 1.4, 0] -['WR Robertson', 14.81, 229.18, 'PartSpin', 1885, 1885, 0.5, 1.515151515151515, 0] +['HJH Scott', 31.15, 81.87, 'Bat', 1884, 1886, 0.5, 1.2, 3] +['W Bruce', 38.67, 77.79, 'PartMed', 1885, 1895, 0.5, 1.2, 0] +['AH Jarvis', 20.88, 500, 'WK', 1885, 1895, 0.5, 1.2, 0] +['AP Marr', 14.89, 86.69, 'PartMed', 1885, 1885, 0.5, 0.8101851851851851, 0] +['S Morris', 23.36, 78.63, 'OpenMed', 1885, 1885, 0.5, 1.2, 0] +['HA Musgrove', 16.16, 500, 'Bat', 1885, 1885, 0.5, 1.2, 0] +['RJ Pope', 14.65, 500, 'Bat', 1885, 1885, 0.5, 1.2, 0] +['WR Robertson', 14.81, 85.37, 'PartSpin', 1885, 1885, 0.5, 1.2, 0] ['JW Trumble', 23.98, 68.85, 'PartSpin', 1885, 1886, 0.5, 1.0373831775700935, 0] -['J Worrall', 30.16, 65.33, 'Bat', 1885, 1899, 0.5, 1.2348079727758872, 0] -['PG McShane', 16.43, 85.56, 'PartMed', 1885, 1888, 0.5, 1.2461059190031152, 0] -['FH Walters', 18.97, 500, 'Bat', 1885, 1885, 0.5, 1.4, 0] -['J McIlwraith', 22.5, 500, 'OpenBat', 1886, 1886, 0.5, 1.4, 0] -['JJ Ferris', 15.16, 33.94, 'Med', 1887, 1892, 0.5, 0.909902082795219, 0] -['H Moses', 32.46, 500, 'Bat', 1887, 1895, 0.5, 1.4, 0] -['CTB Turner', 17.75, 28.12, 'Fast', 1887, 1895, 0.5, 0.8268104425663801, 0] -['RC Allen', 26.13, 500, 'Bat', 1887, 1887, 0.5, 1.4, 0] -['FJ Burton', 14.95, 500, 'WK', 1887, 1888, 0.5, 1.4, 0] -['JT Cottam', 18.33, 500, 'Bat', 1887, 1887, 0.5, 1.4, 0] -['WF Giffen', 12.42, 500, 'Bat', 1887, 1892, 0.5, 1.4, 0] +['J Worrall', 30.16, 65.33, 'Bat', 1885, 1899, 0.5, 1.2, 0] +['PG McShane', 16.43, 85.56, 'PartMed', 1885, 1888, 0.5, 1.2, 0] +['FH Walters', 18.97, 500, 'Bat', 1885, 1885, 0.5, 1.2, 0] +['J McIlwraith', 22.5, 500, 'OpenBat', 1886, 1886, 0.5, 1.2, 0] +['JJ Ferris', 15.16, 43.09, 'Med', 1887, 1892, 0.5, 0.909902082795219, 0] +['H Moses', 32.46, 500, 'Bat', 1887, 1895, 0.5, 1.2, 0] +['CTB Turner', 17.75, 37.04, 'Fast', 1887, 1895, 0.5, 0.8268104425663801, 0] +['RC Allen', 26.13, 500, 'Bat', 1887, 1887, 0.5, 1.2, 0] +['FJ Burton', 14.95, 500, 'WK', 1887, 1888, 0.5, 1.2, 0] +['JT Cottam', 18.33, 500, 'Bat', 1887, 1887, 0.5, 1.2, 0] +['WF Giffen', 12.42, 500, 'Bat', 1887, 1892, 0.5, 1.2, 0] ['JJ Lyons', 37.7, 79.43, 'OpenBat', 1887, 1897, 0.5, 1.1690553405167905, 0] -['JD Edwards', 13.28, 500, 'Bat', 1888, 1888, 0.5, 1.4, 0] -['GHS Trott', 30.57, 54.9, 'PartSpin', 1888, 1898, 0.5, 1.3037136862216612, 8] -['SMJ Woods', 26.0, 42.4, 'Fast', 1888, 1896, 0.5, 1.5044531814169941, 0] -['JE Barrett', 24.94, 500, 'OpenBat', 1890, 1890, 0.5, 1.4, 0] -['EJK Burn', 19.13, 500, 'Bat', 1890, 1890, 0.5, 1.4, 0] -['PC Charlton', 11.21, 53.55, 'Bat', 1890, 1890, 0.5, 1.4414414414414412, 0] -['SE Gregory', 30.46, 248.24, 'Bat', 1890, 1912, 0.5, 2.4535315985130115, 6] -['H Trumble', 24.35, 27.47, 'Spin', 1890, 1904, 0.5, 0.8686398942853183, 2] -['ST Callaway', 13.91, 35.42, 'Fast', 1892, 1895, 0.5, 0.7178242847032656, 0] -['H Donnan', 19.33, 183.46, 'Bat', 1892, 1896, 0.5, 0.9700176366843033, 0] -['RW McLeod', 20.14, 59.05, 'Med', 1892, 1893, 0.5, 0.8697037998315233, 0] -['H Graham', 25.59, 500, 'Bat', 1893, 1896, 0.5, 1.4, 0] -['J Darling', 34.88, 488.4, 'Bat', 1894, 1905, 0.5, 1.4, 21] -['FA Iredale', 37.04, 240.48, 'Bat', 1894, 1899, 0.5, 0.5859375, 0] -['E Jones', 7.12, 38.28, 'Fast', 1894, 1902, 0.5, 1.1033584003580814, 0] +['JD Edwards', 13.28, 500, 'Bat', 1888, 1888, 0.5, 1.2, 0] +['GHS Trott', 30.57, 54.9, 'PartSpin', 1888, 1898, 0.5, 1.2, 8] +['SMJ Woods', 26.0, 46.7, 'Fast', 1888, 1896, 0.5, 1.2, 0] +['JE Barrett', 24.94, 500, 'OpenBat', 1890, 1890, 0.5, 1.2, 0] +['EJK Burn', 19.13, 500, 'Bat', 1890, 1890, 0.5, 1.2, 0] +['PC Charlton', 11.21, 56.32, 'Bat', 1890, 1890, 0.5, 1.2, 0] +['SE Gregory', 30.46, 248.24, 'Bat', 1890, 1912, 0.5, 1.2, 6] +['H Trumble', 24.35, 28.9, 'Spin', 1890, 1904, 0.5, 0.8686398942853183, 2] +['ST Callaway', 13.91, 47.23, 'Fast', 1892, 1895, 0.5, 0.8, 0] +['H Donnan', 19.33, 73.01, 'Bat', 1892, 1896, 0.5, 0.9700176366843033, 0] +['RW McLeod', 20.14, 59.71, 'Med', 1892, 1893, 0.5, 0.8697037998315233, 0] +['H Graham', 25.59, 500, 'Bat', 1893, 1896, 0.5, 1.2, 0] +['J Darling', 34.88, 488.4, 'Bat', 1894, 1905, 0.5, 1.2, 21] +['FA Iredale', 37.04, 240.48, 'Bat', 1894, 1899, 0.5, 0.8, 0] +['E Jones', 7.12, 38.47, 'Fast', 1894, 1902, 0.5, 1.1033584003580814, 0] ['CE McLeod', 24.97, 48.57, 'Med', 1894, 1905, 0.5, 0.8694663117348423, 0] ['JC Reedman', 17.44, 70.99, 'PartMed', 1894, 1894, 0.5, 1.0025062656641603, 0] ['A Coningham', 11.0, 50.23, 'Fast', 1895, 1895, 0.5, 0.9728622631848439, 0] -['J Harry', 17.5, 496.28, 'Bat', 1895, 1895, 0.5, 1.4, 0] -['AE Trott', 22.91, 33.07, 'Spin', 1895, 1899, 0.5, 0.9421200115953232, 0] -['TR McKibbin', 8.85, 38.41, 'Spin', 1895, 1898, 0.5, 1.126453488372093, 0] +['J Harry', 17.5, 496.28, 'Bat', 1895, 1895, 0.5, 1.2, 0] +['AE Trott', 22.91, 35.91, 'Spin', 1895, 1899, 0.5, 0.9421200115953232, 0] +['TR McKibbin', 8.85, 44.29, 'Spin', 1895, 1898, 0.5, 1.126453488372093, 0] ['CJ Eady', 15.56, 48.56, 'Fast', 1896, 1902, 0.5, 1.1244227294023157, 0] -['C Hill', 49.06, 500, 'Bat', 1896, 1912, 0.5, 1.4, 10] -['JJ Kelly', 20.79, 488.4, 'WK', 1896, 1905, 0.5, 1.4, 0] +['C Hill', 49.06, 500, 'Bat', 1896, 1912, 0.5, 1.2, 10] +['JJ Kelly', 20.79, 488.4, 'WK', 1896, 1905, 0.5, 1.2, 0] ['MA Noble', 37.85, 34.63, 'Spin', 1898, 1909, 0.5, 0.9459963765472121, 15] -['WP Howell', 10.2, 38.97, 'Med', 1898, 1904, 0.5, 0.8063437725655906, 0] +['WP Howell', 10.2, 40.73, 'Med', 1898, 1904, 0.5, 0.8063437725655906, 0] ['FJ Laver', 17.25, 45.45, 'Med', 1899, 1909, 0.5, 0.9141079861176961, 0] -['VT Trumper', 46.67, 61.56, 'OpenBat', 1899, 1912, 0.5, 1.2441130298273158, 0] -['WW Armstrong', 46.02, 38.48, 'Fast', 1902, 1921, 0.5, 0.786416491339464, 10] +['VT Trumper', 46.67, 61.56, 'OpenBat', 1899, 1912, 0.5, 1.2, 0] +['WW Armstrong', 46.02, 39.55, 'Fast', 1902, 1921, 0.5, 0.8, 10] ['RA Duff', 44.53, 58.8, 'OpenBat', 1902, 1905, 0.5, 1.0572139303482586, 0] ['AJY Hopkins', 19.59, 46.33, 'PartFast', 1902, 1909, 0.5, 1.1239100010765422, 0] -['JV Saunders', 3.22, 36.55, 'Spin', 1902, 1908, 0.5, 1.0991712354966212, 0] -['JPF Travers', 11.2, 66.05, 'PartSpin', 1902, 1902, 0.5, 0.6554307116104869, 0] -['A Cotter', 15.59, 40.41, 'Fast', 1904, 1912, 0.5, 1.2004002904067657, 0] -['PA McAlister', 21.94, 478.09, 'OpenBat', 1904, 1909, 0.5, 1.4, 0] -['DRA Gehrs', 23.96, 238.85, 'Bat', 1904, 1911, 0.5, 1.4545454545454546, 0] -['H Carter', 27.23, 474.12, 'WK', 1907, 1921, 0.5, 1.4, 0] +['JV Saunders', 3.22, 38.0, 'Spin', 1902, 1908, 0.5, 1.0991712354966212, 0] +['JPF Travers', 11.2, 66.05, 'PartSpin', 1902, 1902, 0.5, 0.8, 0] +['A Cotter', 15.59, 40.41, 'Fast', 1904, 1912, 0.5, 1.2, 0] +['PA McAlister', 21.94, 478.09, 'OpenBat', 1904, 1909, 0.5, 1.2, 0] +['DRA Gehrs', 23.96, 238.85, 'Bat', 1904, 1911, 0.5, 1.2, 0] +['H Carter', 27.23, 474.12, 'WK', 1907, 1921, 0.5, 1.2, 0] ['GR Hazlitt', 9.84, 49.8, 'Spin', 1907, 1912, 0.5, 0.8696562554528007, 0] -['CG Macartney', 44.39, 33.22, 'PartSpin', 1907, 1926, 0.5, 0.7382688191568851, 0] -['VS Ransford', 43.95, 56.25, 'Bat', 1907, 1912, 0.5, 1.4207188160676534, 0] -['MJ Hartigan', 21.09, 238.85, 'Bat', 1908, 1908, 0.5, 1.272727272727273, 0] +['CG Macartney', 44.39, 35.45, 'PartSpin', 1907, 1926, 0.5, 0.8, 0] +['VS Ransford', 43.95, 56.25, 'Bat', 1907, 1912, 0.5, 1.2, 0] +['MJ Hartigan', 21.09, 238.85, 'Bat', 1908, 1908, 0.5, 1.2, 0] ["JDA O'Connor", 9.46, 46.16, 'Med', 1908, 1909, 0.5, 1.071991592222806, 0] -['W Bardsley', 42.18, 416.81, 'OpenBat', 1909, 1926, 0.5, 1.4, 2] +['W Bardsley', 42.18, 416.81, 'OpenBat', 1909, 1926, 0.5, 1.2, 2] ['WJ Whitty', 11.02, 37.25, 'Fast', 1909, 1912, 0.5, 0.8923551872613535, 0] ['C Kelleway', 37.12, 38.02, 'Fast', 1910, 1928, 0.5, 0.8540452124667935, 0] -['HV Hordern', 16.57, 31.73, 'Spin', 1911, 1912, 0.35624123422159887, 1.0801414734134482, 0] +['HV Hordern', 16.57, 42.19, 'Spin', 1911, 1912, 0.35624123422159887, 1.0801414734134482, 0] ['RB Minnett', 24.74, 51.61, 'PartFast', 1911, 1912, 0.5, 1.0626473354423422, 0] ['TJ Matthews', 18.18, 49.6, 'Spin', 1912, 1912, 0.5, 0.8365555474214523, 0] -['JW McLaren', 8.54, 55.95, 'PartFast', 1912, 1912, 0.0, 1.0491606714628297, 0] -['W Carkeek', 8.5, 475.81, 'WK', 1912, 1912, 0.5, 1.4, 0] -['SH Emery', 12.21, 48.85, 'PartSpin', 1912, 1912, 0.5, 1.1632252639446885, 0] -['CB Jennings', 18.36, 475.81, 'OpenBat', 1912, 1912, 0.5, 1.4, 0] -['DBM Smith', 16.48, 475.81, 'Bat', 1912, 1912, 0.5, 1.4, 0] -['ER Mayne', 21.78, 148.45, 'Bat', 1912, 1921, 0.5, 0.3533568904593639, 0] -['HL Collins', 40.44, 36.62, 'OpenPartSpin', 1920, 1926, 0.5, 0.8926357550210762, 11] -['JM Gregory', 33.24, 29.87, 'Fast', 1920, 1928, 0.5, 1.1205872644636725, 0] -['AA Mailey', 9.27, 32.47, 'Spin', 1920, 1926, 0.5, 1.2713107663262917, 0] -['WAS Oldfield', 21.95, 387.6, 'WK', 1920, 1937, 0.5, 1.4, 0] -['CE Pellew', 25.28, 153.93, 'Bat', 1920, 1921, 0.5, 0.9795447997695189, 0] +['JW McLaren', 8.54, 55.95, 'Fast', 1912, 1912, 0.0, 1.0491606714628297, 0] +['W Carkeek', 8.5, 475.81, 'WK', 1912, 1912, 0.5, 1.2, 0] +['SH Emery', 12.21, 48.85, 'Spin', 1912, 1912, 0.5, 1.1632252639446885, 0] +['CB Jennings', 18.36, 475.81, 'OpenBat', 1912, 1912, 0.5, 1.2, 0] +['DBM Smith', 16.48, 475.81, 'Bat', 1912, 1912, 0.5, 1.2, 0] +['ER Mayne', 21.78, 56.38, 'Bat', 1912, 1921, 0.5, 0.8, 0] +['HL Collins', 40.44, 39.09, 'OpenPartSpin', 1920, 1926, 0.5, 0.8926357550210762, 11] +['JM Gregory', 33.24, 31.17, 'Fast', 1920, 1928, 0.5, 1.1205872644636725, 0] +['AA Mailey', 9.27, 32.47, 'Spin', 1920, 1926, 0.5, 1.2, 0] +['WAS Oldfield', 21.95, 387.6, 'WK', 1920, 1937, 0.5, 1.2, 0] +['CE Pellew', 25.28, 71.21, 'Bat', 1920, 1921, 0.5, 0.9795447997695189, 0] ['J Ryder', 43.61, 45.85, 'PartFast', 1920, 1929, 0.5, 0.9252072273253665, 5] ['JM Taylor', 31.22, 191.33, 'Bat', 1920, 1926, 0.5, 0.9144482828693355, 0] -['RL Park', 20.41, 186.39, 'Bat', 1921, 1921, 0.0, 3.422053231939164, 0] -['EA McDonald', 8.58, 27.3, 'Fast', 1921, 1921, 0.5, 1.1315905661247703, 0] -['TJE Andrews', 24.6, 72.83, 'Bat', 1921, 1926, 0.5, 1.756511205330103, 0] +['RL Park', 20.41, 186.39, 'Bat', 1921, 1921, 0.0, 1.2, 0] +['EA McDonald', 8.58, 29.28, 'Fast', 1921, 1921, 0.5, 1.1315905661247703, 0] +['TJE Andrews', 24.6, 72.83, 'Bat', 1921, 1926, 0.5, 1.2, 0] ['HSTL Hendry', 20.65, 43.91, 'PartFast', 1921, 1929, 0.5, 0.8792497069167643, 0] -['WH Ponsford', 46.06, 382.04, 'OpenBat', 1924, 1934, 0.5, 1.4, 0] -['AJ Richardson', 25.12, 47.63, 'PartMed', 1924, 1926, 0.5, 0.6738927980132451, 0] -['VY Richardson', 22.93, 387.72, 'Bat', 1924, 1936, 0.5, 1.4, 5] -['AEV Hartkopf', 19.47, 51.41, 'PartSpin', 1925, 1925, 0.4878048780487805, 1.30859375, 0] +['WH Ponsford', 46.06, 382.04, 'OpenBat', 1924, 1934, 0.5, 1.2, 0] +['AJ Richardson', 25.12, 47.63, 'PartMed', 1924, 1926, 0.5, 0.8, 0] +['VY Richardson', 22.93, 387.72, 'Bat', 1924, 1936, 0.5, 1.2, 5] +['AEV Hartkopf', 19.47, 51.41, 'Spin', 1925, 1925, 0.4878048780487805, 1.2, 0] ['CV Grimmett', 13.5, 23.47, 'Spin', 1925, 1936, 0.5, 0.8615987370026544, 0] -['AF Kippax', 35.05, 145.91, 'Bat', 1925, 1934, 0.5, 0.6308100929614875, 0] -['WM Woodfull', 44.59, 387.72, 'OpenBat', 1926, 1934, 0.5, 1.4, 25] +['AF Kippax', 34.79, 61.9, 'Bat', 1925, 1934, 0.5, 0.8, 0] +['WM Woodfull', 44.59, 387.72, 'OpenBat', 1926, 1934, 0.5, 1.2, 25] ['DG Bradman', 94.35, 51.12, 'Bat', 1928, 1948, 0.5, 1.0424710424710426, 24] -['H Ironmonger', 3.05, 25.51, 'Spin', 1928, 1933, 0.5, 0.6771635502717565, 0] +['H Ironmonger', 3.05, 26.72, 'Spin', 1928, 1933, 0.5, 0.8, 0] ['DD Blackie', 6.91, 38.47, 'Spin', 1928, 1929, 0.22641509433962265, 0.8491107286288009, 0] -['OE Nothling', 18.73, 139.48, 'PartFast', 1928, 1928, 0.43333333333333335, 0.6286013619696176, 0] -["EL a'Beckett", 17.07, 55.02, 'PartFast', 1929, 1932, 0.5, 0.7135300605487654, 0] -['RK Oxenham', 14.87, 30.48, 'Med', 1929, 1931, 0.5, 0.6924576941954713, 0] -['A Jackson', 31.76, 387.72, 'OpenBat', 1929, 1931, 0.5, 1.4, 0] +['OE Nothling', 18.73, 65.84, 'Fast', 1928, 1928, 0.43333333333333335, 0.8, 0] +["EL a'Beckett", 17.07, 55.02, 'Fast', 1929, 1932, 0.5, 0.8, 0] +['RK Oxenham', 14.87, 36.04, 'Med', 1929, 1931, 0.5, 0.8, 0] +['A Jackson', 31.76, 387.72, 'OpenBat', 1929, 1931, 0.5, 1.2, 0] ['AG Fairfax', 23.97, 44.23, 'Fast', 1929, 1931, 0.5, 1.0143635982386245, 0] ['PM Hornibrook', 6.76, 38.28, 'Med', 1929, 1930, 0.19672131147540983, 1.0052254566282055, 0] ['TW Wall', 6.34, 42.42, 'Fast', 1929, 1934, 0.5, 0.9906064877332362, 0] ['SJ McCabe', 46.03, 49.97, 'PartMed', 1930, 1938, 0.5, 0.9654047650827549, 0] -['A Hurwood', 6.08, 45.04, 'Spin', 1930, 1931, 0.5, 0.7860241818027697, 0] -['KE Rigg', 26.68, 381.92, 'Bat', 1931, 1937, 0.5, 1.4, 0] -['HC Nitschke', 23.98, 392.8, 'Bat', 1931, 1931, 0.5, 1.4, 0] +['A Hurwood', 6.08, 45.04, 'Spin', 1930, 1931, 0.5, 0.8, 0] +['KE Rigg', 26.68, 381.92, 'Bat', 1931, 1937, 0.5, 1.2, 0] +['HC Nitschke', 23.98, 392.8, 'Bat', 1931, 1931, 0.5, 1.2, 0] ['PK Lee', 11.44, 51.27, 'Med', 1931, 1933, 0.5, 1.153134858759111, 0] -['WA Hunt', 8.68, 132.66, 'PartSpin', 1932, 1932, 0.0, 0.9634387351778657, 0] -["WJ O'Reilly", 11.58, 21.08, 'Spin', 1932, 1946, 0.5, 0.7520175516983179, 0] -['HM Thurlow', 2.93, 144.2, 'PartFast', 1932, 1932, 0.5, 0.8715921759400022, 0] -['JHW Fingleton', 37.97, 385.6, 'OpenBat', 1932, 1938, 0.5, 1.4, 0] +['WA Hunt', 8.68, 46.49, 'Spin', 1932, 1932, 0.0, 0.9634387351778657, 0] +["WJ O'Reilly", 11.58, 21.08, 'Spin', 1932, 1946, 0.5, 0.8, 0] +['HM Thurlow', 2.93, 73.26, 'Fast', 1932, 1932, 0.5, 0.8715921759400022, 0] +['JHW Fingleton', 37.97, 385.6, 'OpenBat', 1932, 1938, 0.5, 1.2, 0] ['LJ Nash', 15.6, 38.89, 'Fast', 1932, 1937, 0.5, 0.9495578778135048, 0] ['LE Nagel', 15.26, 54.56, 'Fast', 1932, 1932, 0.35, 0.9956853634251577, 0] -["LPJ O'Brien", 21.58, 381.92, 'Bat', 1933, 1936, 0.5, 1.4, 0] -['EH Bromley', 15.06, 138.15, 'PartSpin', 1933, 1934, 0.40425531914893614, 0.7421874999999999, 0] -['LS Darling', 25.77, 142.07, 'Bat', 1933, 1937, 0.5, 0.9331036462819409, 0] -['HSB Love', 18.86, 387.97, 'WK', 1933, 1933, 0.21052631578947367, 1.4, 0] -['HH Alexander', 3.82, 88.37, 'PartFast', 1933, 1933, 0.9444444444444444, 1.3128729752770674, 0] -['WA Brown', 43.39, 373.72, 'OpenBat', 1934, 1948, 0.5, 1.4, 1] +["LPJ O'Brien", 21.58, 381.92, 'Bat', 1933, 1936, 0.5, 1.2, 0] +['EH Bromley', 15.06, 55.4, 'PartSpin', 1933, 1934, 0.40425531914893614, 0.8, 0] +['LS Darling', 25.77, 66.56, 'Bat', 1933, 1937, 0.5, 0.9331036462819409, 0] +['HSB Love', 18.86, 387.97, 'WK', 1933, 1933, 0.21052631578947367, 1.2, 0] +['HH Alexander', 3.82, 88.37, 'Fast', 1933, 1933, 0.9444444444444444, 1.2, 0] +['WA Brown', 43.36, 373.72, 'OpenBat', 1934, 1948, 0.5, 1.2, 1] ['AG Chipperfield', 27.17, 71.09, 'PartSpin', 1934, 1938, 0.5, 1.1041487695184193, 0] ['HI Ebeling', 8.7, 42.66, 'Fast', 1934, 1934, 0.7818181818181819, 1.1214717741935483, 0] -['LO Fleetwood-Smith', 5.16, 34.46, 'Spin', 1935, 1938, 0.5, 1.185053233044115, 0] +['LO Fleetwood-Smith', 5.16, 34.82, 'Spin', 1935, 1938, 0.5, 1.185053233044115, 0] ['EL McCormick', 5.3, 42.37, 'Fast', 1935, 1938, 0.5, 1.195570074921653, 0] -['CL Badcock', 25.06, 387.72, 'Bat', 1936, 1938, 0.37735849056603776, 1.4, 0] -['RH Robinson', 17.14, 393.31, 'Bat', 1936, 1936, 0.5, 1.4, 0] -['MW Sievers', 16.47, 54.76, 'Fast', 1936, 1937, 0.2113564668769716, 0.624377884354357, 0] +['CL Badcock', 24.44, 387.72, 'Bat', 1936, 1938, 0.37735849056603776, 1.2, 0] +['RH Robinson', 17.14, 393.31, 'Bat', 1936, 1936, 0.5, 1.2, 0] +['MW Sievers', 16.47, 54.76, 'Fast', 1936, 1937, 0.2113564668769716, 0.8, 0] ['FA Ward', 7.52, 40.67, 'Spin', 1936, 1938, 0.23841059602649006, 1.0486827521527837, 0] -['RG Gregory', 23.65, 136.3, 'Bat', 1937, 1937, 0.33774834437086093, 1.3513513513513515, 0] -['BA Barnett', 18.58, 377.6, 'WK', 1938, 1938, 0.48872180451127817, 1.4, 0] -['AL Hassett', 43.71, 134.02, 'Bat', 1938, 1953, 0.5, 1.756756756756757, 24] -['MG Waite', 14.8, 57.94, 'PartMed', 1938, 1938, 0.25, 0.7973812321638408, 0] -['SG Barnes', 40.38, 48.35, 'OpenPartSpin', 1938, 1948, 0.5, 0.8772988852670128, 0] +['RG Gregory', 23.65, 52.29, 'Bat', 1937, 1937, 0.33774834437086093, 1.2, 0] +['BA Barnett', 18.58, 377.6, 'WK', 1938, 1938, 0.48872180451127817, 1.2, 0] +['AL Hassett', 43.71, 64.56, 'Bat', 1938, 1953, 0.5, 1.2, 24] +['MG Waite', 14.8, 57.94, 'Med', 1938, 1938, 0.25, 0.8, 0] +['SG Barnes', 39.28, 48.35, 'OpenPartSpin', 1938, 1948, 0.5, 0.8772988852670128, 0] ['IWG Johnson', 18.9, 30.48, 'Spin', 1946, 1956, 0.5, 0.9537225752307879, 17] ['RR Lindwall', 21.98, 23.93, 'Fast', 1946, 1960, 0.5, 1.0258363858363857, 1] ['CL McCool', 26.62, 36.59, 'Spin', 1946, 1950, 0.5, 0.9768200666168173, 0] -['KD Meuleman', 26.56, 375.47, 'OpenBat', 1946, 1946, 0.5, 1.4, 0] +['KD Meuleman', 26.56, 375.47, 'OpenBat', 1946, 1946, 0.5, 1.2, 0] ['KR Miller', 37.73, 23.45, 'Fast', 1946, 1956, 0.5, 0.9825970144748163, 0] -['D Tallon', 17.46, 398.14, 'WK', 1946, 1953, 0.5, 1.4, 0] -['ERH Toshack', 4.82, 29.57, 'Med', 1946, 1948, 0.5, 0.7940373601669967, 0] +['D Tallon', 17.46, 398.14, 'WK', 1946, 1953, 0.5, 1.2, 0] +['ERH Toshack', 4.82, 32.56, 'Med', 1946, 1948, 0.5, 0.8, 0] ['AR Morris', 46.27, 56.84, 'OpenBat', 1946, 1955, 0.5, 1.17000117000117, 2] -['GE Tribe', 18.49, 35.54, 'PartSpin', 1946, 1947, 1.2962962962962963, 1.085526315789474, 0] +['GE Tribe', 18.49, 38.37, 'Spin', 1946, 1947, 1.2962962962962963, 1.085526315789474, 0] ['FAW Freer', 17.35, 45.17, 'Fast', 1946, 1946, 1.3333333333333333, 1.1562500000000002, 0] -['B Dooland', 16.1, 30.05, 'Spin', 1947, 1948, 0.2980392156862745, 1.2156673114119922, 0] -['MR Harvey', 19.89, 389.11, 'OpenBat', 1947, 1947, 0.40186915887850466, 1.4, 0] -['RA Hamence', 22.55, 389.99, 'Bat', 1947, 1948, 0.34913793103448276, 1.4, 0] +['B Dooland', 16.1, 31.26, 'Spin', 1947, 1948, 0.2980392156862745, 1.2, 0] +['MR Harvey', 19.89, 389.11, 'OpenBat', 1947, 1947, 0.40186915887850466, 1.2, 0] +['RA Hamence', 22.55, 389.99, 'Bat', 1947, 1948, 0.34913793103448276, 1.2, 0] ['WA Johnston', 10.5, 24.4, 'Fast', 1947, 1955, 0.5, 0.9113342734098099, 0] -['RN Harvey', 51.65, 58.5, 'Bat', 1948, 1963, 0.5, 0.7798791187365959, 1] -['LJ Johnson', 9.52, 37.46, 'Fast', 1948, 1948, 0.49019607843137253, 0.6699864191942055, 0] +['RN Harvey', 51.65, 58.5, 'Bat', 1948, 1963, 0.5, 0.8, 1] +['LJ Johnson', 9.52, 37.46, 'Fast', 1948, 1948, 0.49019607843137253, 0.8, 0] ['SJE Loxton', 28.87, 43.15, 'PartFast', 1948, 1951, 0.5, 1.0005447091539807, 0] ['DT Ring', 18.65, 42.36, 'Spin', 1948, 1953, 0.5, 1.1209029066171923, 0] -['RA Saggers', 13.62, 394.87, 'WK', 1948, 1950, 0.5, 1.4, 0] -['J Moroney', 31.69, 398.14, 'OpenBat', 1949, 1952, 0.5, 1.4, 0] -['G Noblet', 8.34, 32.3, 'Fast', 1950, 1953, 0.5, 0.6277011730808809, 0] -['JB Iverson', 7.45, 30.97, 'Spin', 1950, 1951, 0.5, 0.7501523747011112, 0] -['KA Archer', 19.83, 398.14, 'OpenBat', 1950, 1951, 0.5, 1.4, 0] -['JW Burke', 37.55, 53.32, 'OpenPartSpin', 1951, 1959, 0.5, 0.7671184141772377, 0] +['RA Saggers', 13.62, 394.87, 'WK', 1948, 1950, 0.5, 1.2, 0] +['J Moroney', 30.8, 398.14, 'OpenBat', 1949, 1952, 0.5, 1.2, 0] +['G Noblet', 8.34, 38.17, 'Fast', 1950, 1953, 0.5, 0.8, 0] +['JB Iverson', 7.45, 36.72, 'Spin', 1950, 1951, 0.5, 0.8, 0] +['KA Archer', 19.83, 398.14, 'OpenBat', 1950, 1951, 0.5, 1.2, 0] +['JW Burke', 37.55, 53.32, 'OpenPartSpin', 1951, 1959, 0.5, 0.8, 0] ['GB Hole', 26.05, 62.02, 'Bat', 1951, 1955, 0.5, 0.8442211055276382, 0] -['GRA Langley', 16.35, 430.42, 'WK', 1951, 1956, 0.5, 1.4, 0] +['GRA Langley', 16.35, 430.42, 'WK', 1951, 1956, 0.5, 1.2, 0] ['R Benaud', 25.63, 28.33, 'Spin', 1952, 1964, 0.5, 0.9314543692953514, 28] ['CC McDonald', 41.96, 213.37, 'OpenBat', 1952, 1961, 0.5, 1.0089686098654709, 0] -['GR Thoms', 20.61, 410.12, 'OpenBat', 1952, 1952, 0.5, 1.4, 0] +['GR Thoms', 20.61, 410.12, 'OpenBat', 1952, 1952, 0.5, 1.2, 0] ['RG Archer', 25.47, 37.57, 'Fast', 1953, 1956, 0.5, 0.9916634062659886, 0] -['ID Craig', 23.22, 426.74, 'Bat', 1953, 1958, 0.5, 1.4, 5] +['ID Craig', 23.22, 426.74, 'Bat', 1953, 1958, 0.5, 1.2, 5] ['AK Davidson', 25.77, 21.51, 'Fast', 1953, 1963, 0.5, 0.875027017614339, 0] -['JC Hill', 9.94, 41.73, 'Spin', 1953, 1955, 0.5, 1.2120943036007639, 0] -['JH de Courcy', 21.98, 415.66, 'Bat', 1953, 1953, 0.5, 1.4, 0] -['LE Favell', 27.71, 419.14, 'OpenBat', 1954, 1961, 0.5, 1.4, 0] -['LV Maddocks', 20.65, 426.74, 'WK', 1955, 1956, 0.5, 1.4, 0] -['PJP Burge', 38.68, 405.41, 'Bat', 1955, 1966, 0.5, 1.4, 0] -['WJ Watson', 19.92, 217.08, 'Bat', 1955, 1955, 0.5, 2.262443438914027, 0] -['WPA Crawford', 12.41, 38.13, 'Fast', 1956, 1956, 0.5, 0.6587926239853875, 0] -['KD Mackay', 33.94, 43.99, 'PartMed', 1956, 1963, 0.5, 0.7785169726652029, 0] +['JC Hill', 9.94, 41.73, 'Spin', 1953, 1955, 0.5, 1.2, 0] +['JH de Courcy', 21.98, 415.66, 'Bat', 1953, 1953, 0.5, 1.2, 0] +['LE Favell', 27.71, 419.14, 'OpenBat', 1954, 1961, 0.5, 1.2, 0] +['LV Maddocks', 20.65, 426.74, 'WK', 1955, 1956, 0.5, 1.2, 0] +['PJP Burge', 38.68, 405.41, 'Bat', 1955, 1966, 0.5, 1.2, 0] +['WJ Watson', 19.92, 217.08, 'Bat', 1955, 1955, 0.5, 1.2, 0] +['WPA Crawford', 12.41, 41.66, 'Fast', 1956, 1956, 0.5, 0.8, 0] +['KD Mackay', 33.94, 43.99, 'PartMed', 1956, 1963, 0.5, 0.8, 0] ['JW Rutherford', 20.27, 54.84, 'OpenPartSpin', 1956, 1956, 0.5, 1.1210762331838566, 0] -['JW Wilson', 3.63, 55.14, 'PartSpin', 1956, 1956, 0.5, 0.7972097658196313, 0] -['ATW Grout', 14.89, 394.74, 'WK', 1957, 1966, 0.5, 1.4, 0] +['JW Wilson', 3.63, 55.14, 'Spin', 1956, 1956, 0.5, 0.8, 0] +['ATW Grout', 14.89, 394.74, 'WK', 1957, 1966, 0.5, 1.2, 0] ['LF Kline', 5.95, 41.38, 'Spin', 1957, 1961, 0.5, 0.8643494823370852, 0] ['I Meckiff', 8.7, 36.66, 'Fast', 1957, 1963, 0.5, 0.9984960577064764, 0] ['RB Simpson', 45.02, 46.52, 'OpenPartSpin', 1957, 1978, 0.5, 1.094883187529301, 39] ['RA Gaunt', 6.07, 44.9, 'Fast', 1958, 1964, 0.5, 1.11972644962435, 0] -["NCL O'Neill", 44.96, 56.25, 'PartMed', 1958, 1965, 0.5, 1.223404255319149, 0] +["NCL O'Neill", 44.96, 56.25, 'PartMed', 1958, 1965, 0.5, 1.2, 0] ['KN Slater', 12.88, 74.84, 'Med', 1959, 1959, 0.25, 1.0428138766519823, 0] -['GF Rorke', 6.28, 42.39, 'Fast', 1959, 1959, 0.5, 0.7632487576841853, 0] -['GB Stevens', 21.2, 405.41, 'OpenBat', 1959, 1960, 0.5, 1.4, 0] -['BN Jarman', 14.65, 395.65, 'WK', 1959, 1969, 0.5, 1.4, 1] +['GF Rorke', 6.28, 42.39, 'Fast', 1959, 1959, 0.5, 0.8, 0] +['GB Stevens', 21.2, 405.41, 'OpenBat', 1959, 1960, 0.5, 1.2, 0] +['BN Jarman', 14.65, 395.65, 'WK', 1959, 1969, 0.5, 1.2, 1] ['JW Martin', 15.64, 48.59, 'Spin', 1961, 1967, 0.5, 1.1410233553218043, 0] -['FM Misson', 10.88, 51.72, 'Fast', 1961, 1961, 0.5, 1.3309134906231095, 0] -['DE Hoare', 11.26, 46.35, 'Fast', 1961, 1961, 0.5, 1.739001189060642, 0] +['FM Misson', 10.88, 51.72, 'Fast', 1961, 1961, 0.5, 1.2, 0] +['DE Hoare', 11.26, 46.35, 'Fast', 1961, 1961, 0.5, 1.2, 0] ['WM Lawry', 45.54, 193.17, 'OpenBat', 1961, 1971, 0.5, 1.0804321728691475, 25] ['GD McKenzie', 11.85, 28.77, 'Fast', 1961, 1971, 0.5, 1.0448475527307242, 0] ['BC Booth', 41.75, 70.3, 'Bat', 1961, 1966, 0.5, 0.8477528742306352, 2] -['CEJ Guest', 10.81, 49.93, 'PartFast', 1963, 1963, 0.21153846153846154, 1.0372714486638537, 0] +['CEJ Guest', 10.81, 46.53, 'Fast', 1963, 1963, 0.21153846153846154, 1.0372714486638537, 0] ['BK Shepherd', 30.47, 197.82, 'Bat', 1963, 1965, 0.5, 0.8763388510223953, 0] ['NJN Hawke', 15.46, 31.93, 'Fast', 1963, 1968, 0.5, 0.9676999563806021, 0] ['AN Connolly', 8.8, 30.36, 'Fast', 1963, 1971, 0.5, 0.9612594078306687, 0] ['TR Veivers', 28.21, 54.28, 'Spin', 1963, 1967, 0.5, 0.8271024945411236, 0] -['IR Redpath', 41.94, 135.97, 'OpenBat', 1964, 1976, 0.5, 1.5753073770491803, 0] +['IR Redpath', 41.94, 52.66, 'OpenBat', 1964, 1976, 0.5, 1.2, 0] ['GE Corling', 5.73, 52.29, 'Fast', 1964, 1964, 0.08196721311475409, 0.9763982481624273, 0] ['RM Cowper', 45.24, 45.19, 'PartSpin', 1964, 1968, 0.5, 0.9555502733539338, 0] -['RHD Sellers', 10.14, 66.85, 'PartSpin', 1964, 1964, 0.5, 1.4345991561181433, 0] +['RHD Sellers', 10.14, 66.08, 'PartSpin', 1964, 1964, 0.5, 1.2, 0] ['IM Chappell', 41.67, 63.6, 'PartSpin', 1964, 1980, 0.5, 1.1037536851198737, 30] -['DJ Sincock', 11.2, 60.87, 'Spin', 1964, 1966, 0.5, 1.4276428803565626, 0] -['LC Mayne', 7.64, 47.34, 'Fast', 1965, 1970, 0.5, 1.2602470324995232, 0] +['DJ Sincock', 11.2, 60.87, 'Spin', 1964, 1966, 0.5, 1.2, 0] +['LC Mayne', 7.64, 47.34, 'Fast', 1965, 1970, 0.5, 1.2, 0] ['PI Philpott', 15.89, 46.4, 'Spin', 1965, 1966, 0.5, 1.114504157100506, 0] -['G Thomas', 25.09, 386.35, 'Bat', 1965, 1966, 0.5, 1.4, 0] +['G Thomas', 25.09, 386.35, 'Bat', 1965, 1966, 0.5, 1.2, 0] ['PJ Allan', 6.02, 43.05, 'Fast', 1965, 1965, 0.5, 1.089810924369748, 0] ['KD Walters', 47.66, 49.75, 'PartMed', 1965, 1981, 0.5, 1.0463067208380243, 0] ['KR Stackpole', 36.11, 65.18, 'OpenPartSpin', 1966, 1974, 0.5, 1.060523657835444, 0] -['DA Renneberg', 4.0, 45.06, 'Fast', 1966, 1968, 0.5, 1.3094098715831763, 0] -['HB Taber', 13.67, 384.62, 'WK', 1966, 1970, 0.5, 1.4, 0] -['GD Watson', 16.89, 41.64, 'PartMed', 1967, 1972, 0.5, 1.131503920171062, 0] +['DA Renneberg', 4.0, 45.06, 'Fast', 1966, 1968, 0.5, 1.2, 0] +['HB Taber', 13.67, 384.62, 'WK', 1966, 1970, 0.5, 1.2, 0] +['GD Watson', 16.89, 41.64, 'Med', 1967, 1972, 0.5, 1.131503920171062, 0] ['JW Gleeson', 10.03, 35.3, 'Spin', 1967, 1972, 0.5, 0.9347982608920978, 0] -['AP Sheahan', 32.73, 385.98, 'Bat', 1967, 1974, 0.5, 1.4, 0] -['EW Freeman', 14.78, 41.9, 'Fast', 1968, 1970, 0.5, 1.2918002748511224, 0] -['LR Joslin', 15.84, 384.62, 'Bat', 1968, 1968, 0.32142857142857145, 1.4, 0] -['RJ Inverarity', 21.37, 48.97, 'PartSpin', 1968, 1972, 0.5, 0.6147540983606558, 0] +['AP Sheahan', 32.73, 385.98, 'Bat', 1967, 1974, 0.5, 1.2, 0] +['EW Freeman', 14.78, 41.9, 'Fast', 1968, 1970, 0.5, 1.2, 0] +['LR Joslin', 15.84, 384.62, 'Bat', 1968, 1968, 0.32142857142857145, 1.2, 0] +['RJ Inverarity', 21.37, 48.97, 'PartSpin', 1968, 1972, 0.5, 0.8, 0] ['AA Mallett', 11.49, 29.51, 'Spin', 1968, 1980, 0.5, 0.9465465465465465, 0] ['TJ Jenner', 15.88, 46.97, 'Spin', 1970, 1975, 0.5, 0.9594998815036861, 0] -['RW Marsh', 26.51, 199.93, 'WK', 1970, 1984, 0.5, 1.744186046511628, 0] +['RW Marsh', 26.51, 199.93, 'WK', 1970, 1984, 0.5, 1.2, 0] ['AL Thomson', 5.0, 45.34, 'Fast', 1970, 1971, 0.4888888888888889, 1.058720685524342, 0] ['GS Chappell', 53.85, 44.82, 'PartMed', 1970, 1984, 0.5, 0.8351487158442511, 48] -['JRF Duncan', 4.75, 53.67, 'PartFast', 1971, 1971, 0.375, 0.6506651243493349, 0] +['JRF Duncan', 4.75, 50.85, 'Fast', 1971, 1971, 0.375, 0.8, 0] ["KJ O'Keeffe", 22.89, 40.3, 'Spin', 1971, 1977, 0.5, 0.8995542347696879, 0] ['DK Lillee', 13.64, 23.8, 'Fast', 1971, 1984, 0.5, 1.0532094179136127, 0] -['AR Dell', 3.19, 44.34, 'Fast', 1971, 1974, 0.23076923076923078, 0.6896997650710174, 0] -['KH Eastwood', 22.15, 193.36, 'OpenPartSpin', 1971, 1971, 0.2, 1.2753036437246963, 0] +['AR Dell', 3.19, 44.34, 'Fast', 1971, 1974, 0.23076923076923078, 0.8, 0] +['KH Eastwood', 22.15, 193.36, 'OpenPartSpin', 1971, 1971, 0.2, 1.2, 0] ['DJ Colley', 14.7, 52.13, 'Fast', 1972, 1972, 0.525, 1.031285636372651, 0] -['BC Francis', 18.85, 392.93, 'OpenBat', 1972, 1972, 0.3795620437956204, 1.4, 0] -['R Edwards', 37.17, 197.69, 'Bat', 1972, 1975, 0.5, 4.0, 0] +['BC Francis', 18.85, 392.93, 'OpenBat', 1972, 1972, 0.3795620437956204, 1.2, 0] +['R Edwards', 37.17, 197.69, 'Bat', 1972, 1975, 0.5, 1.2, 0] ['RAL Massie', 6.58, 38.03, 'Fast', 1972, 1973, 0.5, 0.8965130216091508, 0] -['J Benaud', 24.08, 196.46, 'Bat', 1972, 1973, 0.5, 1.2048192771084336, 0] -['JR Thomson', 12.85, 28.09, 'Fast', 1973, 1985, 0.5, 1.2083099624627862, 0] +['J Benaud', 24.08, 196.46, 'Bat', 1972, 1973, 0.5, 1.2, 0] +['JR Thomson', 12.85, 28.09, 'Fast', 1973, 1985, 0.5, 1.2, 0] ['MHN Walker', 17.91, 27.16, 'Fast', 1973, 1977, 0.5, 0.8909139464527513, 0] -['JR Watkins', 20.64, 139.41, 'PartSpin', 1973, 1973, 0.23493975903614459, 1.058467741935484, 0] +['JR Watkins', 20.64, 53.83, 'PartSpin', 1973, 1973, 0.23493975903614459, 1.058467741935484, 0] ['JR Hammond', 9.54, 47.0, 'Fast', 1973, 1973, 0.5, 1.145145646256375, 0] -['IC Davis', 24.92, 400.27, 'OpenBat', 1974, 1977, 0.4376976597090449, 1.4, 0] -['GJ Gilmour', 21.07, 45.9, 'Fast', 1974, 1977, 0.6822033898305084, 1.2530580051779994, 0] +['IC Davis', 24.92, 400.27, 'OpenBat', 1974, 1977, 0.4376976597090449, 1.2, 0] +['GJ Gilmour', 21.07, 45.9, 'Fast', 1974, 1977, 0.6822033898305084, 1.2, 0] ['G Dymock', 9.29, 34.06, 'Fast', 1974, 1980, 0.5, 0.8874536037075094, 0] ['AG Hurst', 5.56, 38.85, 'Fast', 1974, 1979, 0.5204081632653061, 0.9318434192441197, 0] -['AJ Woodcock', 18.49, 395.39, 'OpenBat', 1974, 1974, 0.4090909090909091, 1.4, 0] -['WJ Edwards', 15.44, 395.39, 'OpenBat', 1974, 1974, 0.3105022831050228, 1.4, 0] -['RB McCosker', 39.36, 398.01, 'OpenBat', 1975, 1980, 0.4231672319332116, 1.4, 0] -['A Turner', 26.77, 400.27, 'OpenBat', 1975, 1977, 0.5065963060686016, 1.4, 0] +['AJ Woodcock', 18.49, 395.39, 'OpenBat', 1974, 1974, 0.4090909090909091, 1.2, 0] +['WJ Edwards', 15.44, 395.39, 'OpenBat', 1974, 1974, 0.3105022831050228, 1.2, 0] +['RB McCosker', 39.36, 398.01, 'OpenBat', 1975, 1980, 0.4231672319332116, 1.2, 0] +['A Turner', 26.77, 400.27, 'OpenBat', 1975, 1977, 0.5065963060686016, 1.2, 0] ['GJ Cosier', 27.9, 60.67, 'PartMed', 1975, 1978, 0.5, 0.8995502248875562, 0] -['GN Yallop', 40.97, 94.79, 'Bat', 1976, 1984, 0.5, 1.3576779026217227, 7] +['GN Yallop', 40.97, 94.79, 'Bat', 1976, 1984, 0.5, 1.2, 7] ['DW Hookes', 34.45, 67.67, 'Bat', 1977, 1985, 0.5, 0.9597378277153558, 0] ['LS Pascoe', 6.8, 36.51, 'Fast', 1977, 1982, 0.40304182509505704, 1.1014735841144792, 0] -['RD Robinson', 22.71, 399.87, 'Bat', 1977, 1977, 0.4065040650406504, 1.4, 0] -['CS Serjeant', 22.53, 398.01, 'Bat', 1977, 1978, 0.5, 1.4, 0] +['RD Robinson', 22.71, 399.87, 'Bat', 1977, 1977, 0.4065040650406504, 1.2, 0] +['CS Serjeant', 22.53, 398.01, 'Bat', 1977, 1978, 0.5, 1.2, 0] ['RJ Bright', 14.36, 45.44, 'Spin', 1977, 1986, 0.32014388489208634, 0.8874378691721181, 0] -['KJ Hughes', 37.27, 199.2, 'Bat', 1977, 1984, 0.5, 0.7402511566424322, 28] -['MF Malone', 10.51, 40.38, 'Fast', 1977, 1977, 0.5679012345679012, 0.5235958112335101, 0] +['KJ Hughes', 37.27, 199.2, 'Bat', 1977, 1984, 0.5, 0.8, 28] +['MF Malone', 10.51, 40.38, 'Fast', 1977, 1977, 0.5679012345679012, 0.8, 0] ['WM Clark', 6.55, 43.69, 'Fast', 1977, 1979, 0.5, 1.0372168152114198, 0] -['PA Hibbert', 22.02, 399.87, 'OpenBat', 1977, 1977, 0.16853932584269662, 1.4, 0] -['AL Mann', 16.42, 59.54, 'PartSpin', 1977, 1978, 0.5094339622641509, 1.3109857285097908, 0] -['AD Ogilvie', 19.16, 398.01, 'Bat', 1977, 1978, 0.5, 1.4, 0] -['SJ Rixon', 17.12, 400.94, 'WK', 1977, 1985, 0.5, 1.4, 0] -['PM Toohey', 29.93, 199.0, 'Bat', 1977, 1980, 0.5, 4.580152671755725, 0] -['J Dyson', 26.54, 398.41, 'OpenBat', 1977, 1984, 0.33170612643397607, 1.4, 0] +['PA Hibbert', 22.02, 399.87, 'OpenBat', 1977, 1977, 0.16853932584269662, 1.2, 0] +['AL Mann', 16.42, 59.54, 'Spin', 1977, 1978, 0.5094339622641509, 1.2, 0] +['AD Ogilvie', 19.16, 398.01, 'Bat', 1977, 1978, 0.5, 1.2, 0] +['SJ Rixon', 17.12, 400.94, 'WK', 1977, 1985, 0.5, 1.2, 0] +['PM Toohey', 29.93, 199.0, 'Bat', 1977, 1980, 0.5, 1.2, 0] +['J Dyson', 26.54, 398.41, 'OpenBat', 1977, 1984, 0.33170612643397607, 1.2, 0] ['JB Gannon', 3.65, 51.34, 'Fast', 1977, 1978, 0.17647058823529413, 1.138729417702353, 0] ['IW Callen', 7.11, 45.86, 'Fast', 1978, 1978, 0.5, 0.9941013185287993, 0] -['WM Darling', 25.34, 398.01, 'OpenBat', 1978, 1979, 0.5, 1.4, 0] -['GM Wood', 32.05, 402.82, 'OpenBat', 1978, 1988, 0.5, 1.4, 0] +['WM Darling', 25.34, 398.01, 'OpenBat', 1978, 1979, 0.5, 1.2, 0] +['GM Wood', 32.05, 402.82, 'OpenBat', 1978, 1988, 0.5, 1.2, 0] ['B Yardley', 19.48, 33.06, 'Spin', 1978, 1983, 0.5, 1.005421862250142, 0] ['JD Higgs', 4.58, 39.56, 'Spin', 1978, 1981, 0.5, 0.9727424053266749, 0] ['TJ Laughlin', 18.7, 52.91, 'Med', 1978, 1978, 0.5, 1.1627906976744184, 0] ['RM Hogg', 9.78, 31.1, 'Fast', 1978, 1984, 0.5, 1.03129963479098, 0] -['JA Maclean', 14.07, 398.01, 'WK', 1978, 1979, 0.22128851540616246, 1.4, 0] +['JA Maclean', 14.07, 398.01, 'WK', 1978, 1979, 0.22128851540616246, 1.2, 0] ['AR Border', 49.39, 55.44, 'PartSpin', 1979, 1994, 0.5, 0.8329798100259815, 93] -['PH Carlson', 15.75, 43.74, 'PartMed', 1979, 1979, 0.36507936507936506, 0.6114130434782608, 0] -['KJ Wright', 16.37, 401.2, 'WK', 1979, 1979, 0.5, 1.4, 0] -['AMJ Hilditch', 31.53, 402.41, 'OpenBat', 1979, 1985, 0.5, 1.4, 0] +['PH Carlson', 15.75, 43.74, 'Med', 1979, 1979, 0.36507936507936506, 0.8, 0] +['KJ Wright', 16.37, 401.2, 'WK', 1979, 1979, 0.5, 1.2, 0] +['AMJ Hilditch', 31.53, 402.41, 'OpenBat', 1979, 1985, 0.5, 1.2, 0] ['PR Sleep', 23.11, 57.43, 'Spin', 1979, 1990, 0.36507936507936506, 1.0410611819062523, 0] ['DF Whatmore', 21.41, 200.6, 'Bat', 1979, 1979, 0.5, 0.8333333333333333, 0] -['JK Moss', 26.5, 401.2, 'Bat', 1979, 1979, 0.4411764705882353, 1.4, 0] -['BM Laird', 35.15, 199.2, 'OpenBat', 1979, 1982, 0.36116347966603823, 1.49812734082397, 0] -['JM Wiener', 20.16, 159.3, 'OpenBat', 1979, 1980, 0.4270516717325228, 1.181215787957361, 0] +['JK Moss', 26.5, 401.2, 'Bat', 1979, 1979, 0.4411764705882353, 1.2, 0] +['BM Laird', 35.15, 199.2, 'OpenBat', 1979, 1982, 0.36116347966603823, 1.2, 0] +['JM Wiener', 20.16, 73.31, 'OpenBat', 1979, 1980, 0.4270516717325228, 1.181215787957361, 0] ['GR Beard', 14.98, 50.33, 'PartMed', 1980, 1980, 0.397212543554007, 0.945729035616676, 0] ['GF Lawson', 15.76, 30.17, 'Fast', 1980, 1989, 0.5, 1.099518298654834, 0] ['TM Alderman', 6.3, 26.53, 'Fast', 1981, 1991, 0.5, 0.9928326487653758, 0] -['TM Chappell', 17.44, 400.94, 'Bat', 1981, 1981, 0.18899521531100477, 1.4, 0] -['MF Kent', 22.45, 400.94, 'Bat', 1981, 1981, 0.5119760479041916, 1.4, 0] +['TM Chappell', 17.44, 400.94, 'Bat', 1981, 1981, 0.18899521531100477, 1.2, 0] +['MF Kent', 22.45, 400.94, 'Bat', 1981, 1981, 0.5119760479041916, 1.2, 0] ['MR Whitney', 4.2, 39.39, 'Fast', 1981, 1992, 0.21316614420062696, 1.0858756938677387, 0] -['DM Wellham', 25.21, 394.87, 'Bat', 1981, 1987, 0.3346354166666667, 1.4, 0] -['GM Ritchie', 34.76, 197.43, 'Bat', 1982, 1987, 0.5, 3.7037037037037037, 0] +['DM Wellham', 25.21, 394.87, 'Bat', 1981, 1987, 0.3346354166666667, 1.2, 0] +['GM Ritchie', 34.76, 197.43, 'Bat', 1982, 1987, 0.5, 1.2, 0] ['CG Rackemann', 4.9, 36.39, 'Fast', 1982, 1991, 0.18928571428571428, 0.9156973232430342, 0] -['KC Wessels', 39.94, 141.97, 'OpenBat', 1982, 1994, 0.4648216072024008, 1.0256410256410255, 16] +['KC Wessels', 39.94, 58.2, 'OpenBat', 1982, 1994, 0.4648216072024008, 1.0256410256410255, 16] ['TG Hogan', 13.9, 58.09, 'Spin', 1983, 1984, 0.5, 1.0925410089755494, 0] -['RD Woolley', 22.89, 394.87, 'WK', 1983, 1984, 0.40384615384615385, 1.4, 0] -['WB Phillips', 31.87, 394.87, 'WK', 1983, 1986, 0.5, 1.4, 0] +['RD Woolley', 22.89, 394.87, 'WK', 1983, 1984, 0.40384615384615385, 1.2, 0] +['WB Phillips', 31.87, 394.87, 'WK', 1983, 1986, 0.5, 1.2, 0] ['JN Maguire', 6.74, 42.28, 'Fast', 1983, 1984, 0.35443037974683544, 1.1652236652236652, 0] ['GRJ Matthews', 40.02, 47.27, 'Spin', 1983, 1993, 0.44255624700813784, 1.031085004932876, 0] -['SB Smith', 19.37, 394.87, 'OpenBat', 1984, 1984, 0.5, 1.4, 0] -['DM Jones', 45.34, 72.77, 'Bat', 1984, 1992, 0.4888918809748216, 0.7104007104007104, 0] -['DC Boon', 43.23, 147.52, 'OpenBat', 1984, 1996, 0.40969308898211526, 0.8547008547008547, 0] +['SB Smith', 19.37, 394.87, 'OpenBat', 1984, 1984, 0.5, 1.2, 0] +['DM Jones', 45.34, 72.77, 'Bat', 1984, 1992, 0.4888918809748216, 0.8, 0] +['DC Boon', 43.23, 61.71, 'OpenBat', 1984, 1996, 0.40969308898211526, 0.8547008547008547, 0] ['RG Holland', 4.93, 47.34, 'Spin', 1984, 1986, 0.21212121212121213, 1.028531869653365, 0] ['MJ Bennett', 14.71, 52.61, 'Spin', 1984, 1985, 0.2897959183673469, 1.086048454469507, 0] ['CJ McDermott', 12.09, 28.35, 'Fast', 1984, 1996, 0.5477855477855478, 1.1040689685329743, 0] ["SP O'Donnell", 24.33, 65.48, 'PartFast', 1985, 1985, 0.43736730360934184, 1.1783960720130933, 0] ['DR Gilbert', 8.24, 51.37, 'Fast', 1985, 1986, 0.1912751677852349, 1.1208168800606277, 0] -['RB Kerr', 20.48, 395.26, 'OpenBat', 1985, 1985, 0.30097087378640774, 1.4, 0] +['RB Kerr', 20.48, 395.26, 'OpenBat', 1985, 1985, 0.30097087378640774, 1.2, 0] ['MG Hughes', 16.48, 28.1, 'Fast', 1985, 1994, 0.46215853112404837, 1.0764489885369006, 0] -['GR Marsh', 32.32, 389.61, 'OpenBat', 1985, 1992, 0.3513047759724274, 1.4, 0] +['GR Marsh', 32.32, 389.61, 'OpenBat', 1985, 1992, 0.3513047759724274, 1.2, 0] ['BA Reid', 4.56, 30.82, 'Fast', 1985, 1992, 0.23604060913705585, 0.979929743542812, 0] ['SR Waugh', 51.37, 41.52, 'PartMed', 1985, 2004, 0.48648768977338497, 0.9630190437365326, 57] -['SP Davis', 2.83, 63.0, 'PartFast', 1986, 1986, 0.0, 1.021897810218978, 0] -['TJ Zoehrer', 18.76, 390.75, 'WK', 1986, 1987, 0.423407917383821, 1.4, 0] +['SP Davis', 2.83, 59.62, 'Fast', 1986, 1986, 0.0, 1.021897810218978, 0] +['TJ Zoehrer', 18.76, 390.75, 'WK', 1986, 1987, 0.423407917383821, 1.2, 0] ['CD Matthews', 11.66, 44.29, 'Fast', 1986, 1988, 0.4426229508196721, 1.198086124401914, 0] -['GC Dyer', 17.09, 388.22, 'WK', 1986, 1988, 0.42671009771986973, 1.4, 0] +['GC Dyer', 17.09, 388.22, 'WK', 1986, 1988, 0.42671009771986973, 1.2, 0] ['PL Taylor', 21.71, 58.01, 'Spin', 1987, 1991, 0.32951070336391436, 1.0539976413348664, 0] -['MRJ Veletta', 22.21, 389.61, 'Bat', 1987, 1990, 0.3264984227129338, 1.4, 0] +['MRJ Veletta', 22.21, 389.61, 'Bat', 1987, 1990, 0.3264984227129338, 1.2, 0] ['TBA May', 11.53, 42.31, 'Spin', 1987, 1995, 0.25773195876288657, 0.870833590918736, 0] ['AIC Dodemaide', 19.37, 44.04, 'Fast', 1987, 1992, 0.23736780258519388, 0.9590226623193656, 0] -['IA Healy', 27.56, 402.41, 'WK', 1988, 1999, 0.49726027397260275, 1.4, 0] +['IA Healy', 27.56, 402.41, 'WK', 1988, 1999, 0.49726027397260275, 1.2, 0] ['TV Hohns', 17.68, 56.17, 'Spin', 1989, 1989, 0.41975308641975306, 0.8342442897416719, 0] -['MA Taylor', 43.76, 201.21, 'OpenBat', 1989, 1999, 0.41482910694597575, 1.3506493506493507, 50] +['MA Taylor', 43.76, 201.21, 'OpenBat', 1989, 1999, 0.41482910694597575, 1.2, 50] ['GD Campbell', 4.57, 55.81, 'Fast', 1989, 1990, 0.15625, 1.1624547902150426, 0] -['TM Moody', 32.67, 50.24, 'PartMed', 1989, 1992, 0.46435845213849286, 0.7478632478632479, 0] +['TM Moody', 32.67, 50.24, 'PartMed', 1989, 1992, 0.46435845213849286, 0.8, 0] ['ME Waugh', 42.5, 56.66, 'PartSpin', 1991, 2002, 0.5227213541666667, 1.0880764027629706, 0] ['SK Warne', 17.12, 25.11, 'Spin', 1992, 2007, 0.5765996343692871, 0.9083903057919243, 0] -['WN Phillips', 21.9, 399.87, 'OpenBat', 1992, 1992, 0.2716049382716049, 1.4, 0] +['WN Phillips', 21.9, 399.87, 'OpenBat', 1992, 1992, 0.2716049382716049, 1.2, 0] ['PR Reiffel', 27.24, 32.62, 'Fast', 1992, 1998, 0.46767874632713025, 0.9589483032018521, 0] ['DR Martyn', 45.95, 71.97, 'Bat', 1992, 2006, 0.51417901738826, 1.0057471264367817, 0] ['JL Langer', 44.72, 197.56, 'OpenBat', 1993, 2007, 0.5422773393461104, 1.0273972602739727, 0] -['J Angel', 7.28, 39.87, 'Fast', 1993, 1995, 0.28688524590163933, 1.3505104521147304, 0] +['J Angel', 7.28, 39.87, 'Fast', 1993, 1995, 0.28688524590163933, 1.2, 0] ['BP Julian', 15.98, 47.72, 'Fast', 1993, 1995, 0.47761194029850745, 1.1902632886239444, 0] ['MJ Slater', 43.46, 202.91, 'OpenBat', 1993, 2001, 0.5329587639209391, 0.8602150537634409, 0] ['GD McGrath', 7.28, 21.38, 'Fast', 1993, 2007, 0.4082802547770701, 0.8561175474356285, 0] -['ML Hayden', 49.11, 138.46, 'OpenBat', 1994, 2009, 0.6010871837758729, 1.4864362690449646, 0] -['MG Bevan', 31.83, 72.36, 'Spin', 1994, 1998, 0.39807302231237324, 1.1893080697005585, 0] +['ML Hayden', 49.11, 54.56, 'OpenBat', 1994, 2009, 0.6010871837758729, 1.2, 0] +['MG Bevan', 30.67, 72.36, 'Spin', 1994, 1998, 0.39807302231237324, 1.1893080697005585, 0] ['DW Fleming', 13.59, 37.43, 'Fast', 1994, 2001, 0.5231560891938251, 0.9971698928632862, 0] -['PA Emery', 16.13, 402.41, 'WK', 1994, 1994, 0.3076923076923077, 1.4, 0] +['PA Emery', 16.13, 402.41, 'WK', 1994, 1994, 0.3076923076923077, 1.2, 0] ['GS Blewett', 34.03, 71.94, 'PartMed', 1995, 2000, 0.4126778783958603, 1.0630235144738525, 0] ['PE McIntyre', 5.15, 65.01, 'Spin', 1995, 1996, 0.23655913978494625, 1.0731275583582256, 0] -['SG Law', 38.9, 153.77, 'Bat', 1995, 1995, 0.4576271186440678, 1.0948905109489049, 0] +['SG Law', 38.5, 64.79, 'Bat', 1995, 1995, 0.4576271186440678, 1.0948905109489049, 0] ['RT Ponting', 48.95, 68.23, 'Bat', 1995, 2012, 0.587217979106312, 0.9219360657380499, 77] -['GB Hogg', 21.5, 64.92, 'Spin', 1996, 2008, 0.4946808510638298, 1.2285044636978906, 0] -['MTG Elliott', 33.08, 151.96, 'OpenBat', 1996, 2004, 0.4444444444444444, 0.684931506849315, 0] +['GB Hogg', 21.5, 64.92, 'Spin', 1996, 2008, 0.4946808510638298, 1.2, 0] +['MTG Elliott', 33.08, 66.35, 'OpenBat', 1996, 2004, 0.4444444444444444, 0.8, 0] ['MS Kasprowicz', 10.34, 32.81, 'Fast', 1996, 2006, 0.4606625258799172, 1.0549625255507609, 0] ['JN Gillespie', 18.29, 25.51, 'Fast', 1996, 2006, 0.31968503937007875, 0.9640981433871697, 0] ['AJ Bichel', 16.81, 34.83, 'Fast', 1997, 2003, 0.6431159420289855, 1.1514731056112248, 0] -['S Young', 23.4, 61.61, 'PartFast', 1997, 1997, 0.14814814814814814, 0.582437275985663, 0] -['SH Cook', 5.05, 45.39, 'Fast', 1997, 1997, 0.16666666666666666, 1.3632872503840245, 0] +['S Young', 23.4, 60.34, 'PartFast', 1997, 1997, 0.14814814814814814, 0.8, 0] +['SH Cook', 5.05, 45.39, 'Fast', 1997, 1997, 0.16666666666666666, 1.2, 0] ['SCG MacGill', 9.34, 27.97, 'Spin', 1998, 2008, 0.4881118881118881, 1.0710937437635577, 0] -['GR Robertson', 14.91, 69.72, 'Spin', 1998, 1998, 0.3373493975903614, 1.2158939771931343, 0] -['P Wilson', 5.46, 54.84, 'PartFast', 1998, 1998, 0.0, 1.4723203769140163, 0] -['AC Dale', 8.21, 34.68, 'Fast', 1998, 1999, 0.3157894736842105, 1.139271353722432, 0] +['GR Robertson', 14.91, 69.72, 'Spin', 1998, 1998, 0.3373493975903614, 1.2, 0] +['P Wilson', 5.46, 53.04, 'PartFast', 1998, 1998, 0.0, 1.2, 0] +['AC Dale', 8.21, 38.32, 'Fast', 1998, 1999, 0.3157894736842105, 1.139271353722432, 0] ['DS Lehmann', 43.87, 55.98, 'PartSpin', 1998, 2004, 0.6180818150567206, 0.8574282701592763, 0] ['CR Miller', 8.05, 39.08, 'Fast', 1998, 2001, 0.564935064935065, 0.9066008578804794, 0] -['MJ Nicholson', 14.2, 47.48, 'Fast', 1998, 1998, 0.2978723404255319, 1.6254416961130742, 0] -['AC Gilchrist', 44.94, 377.6, 'WK', 1999, 2008, 0.8195997645673926, 1.4, 6] -['SA Muller', 5.66, 40.58, 'Fast', 1999, 1999, 0.3333333333333333, 1.5445402298850577, 0] +['MJ Nicholson', 14.2, 47.48, 'Fast', 1998, 1998, 0.2978723404255319, 1.2, 0] +['AC Gilchrist', 44.94, 377.6, 'WK', 1999, 2008, 0.8195997645673926, 1.2, 6] +['SA Muller', 5.66, 40.58, 'Fast', 1999, 1999, 0.3333333333333333, 1.2, 0] ['B Lee', 19.02, 29.09, 'Fast', 1999, 2008, 0.5297553851770719, 1.1332244469985684, 0] ['SM Katich', 41.53, 53.85, 'OpenBat', 2001, 2010, 0.4936932688907226, 1.1678304101812742, 0] -['ML Love', 33.93, 387.22, 'Bat', 2002, 2003, 0.4894957983193277, 1.4, 0] +['ML Love', 33.93, 387.22, 'Bat', 2002, 2003, 0.4894957983193277, 1.2, 0] ['BA Williams', 7.67, 51.14, 'Fast', 2003, 2004, 0.5609756097560976, 0.9343643560710669, 0] ['NW Bracken', 10.42, 41.42, 'Fast', 2003, 2005, 0.625, 0.8920685391273627, 0] ['A Symonds', 37.45, 51.28, 'PartSpin', 2004, 2008, 0.6480496453900709, 0.8176226890296207, 0] ['MJ Clarke', 45.32, 54.37, 'Bat', 2004, 2015, 0.5592003105590062, 0.9232448730278376, 47] ['NM Hauritz', 17.1, 52.66, 'Spin', 2004, 2010, 0.49882903981264637, 0.999546485260771, 0] ['SR Watson', 32.48, 38.2, 'OpenPartFast', 2005, 2015, 0.5259374118973781, 0.8728303060319507, 1] -['SW Tait', 6.6, 45.3, 'Fast', 2005, 2008, 0.43478260869565216, 1.3938890427397768, 0] +['SW Tait', 6.6, 45.3, 'Fast', 2005, 2008, 0.43478260869565216, 1.2, 0] ['MEK Hussey', 47.27, 53.38, 'Bat', 2005, 2013, 0.5013669990350595, 0.9881167656936192, 0] -['BJ Hodge', 35.66, 133.1, 'Bat', 2005, 2008, 0.5212435233160622, 1.2738853503184713, 0] -['PA Jaques', 37.13, 368.89, 'OpenBat', 2005, 2008, 0.5423932651834035, 1.4, 0] +['BJ Hodge', 35.66, 53.17, 'Bat', 2005, 2008, 0.5212435233160622, 1.2, 0] +['PA Jaques', 37.13, 368.89, 'OpenBat', 2005, 2008, 0.5423932651834035, 1.2, 0] ['SR Clark', 10.1, 30.94, 'Fast', 2006, 2009, 0.7005649717514124, 0.830233375899913, 0] -['DJ Cullen', 8.4, 70.67, 'PartSpin', 2006, 2006, 0.5, 1.2283894449499546, 0] +['DJ Cullen', 8.4, 70.67, 'PartSpin', 2006, 2006, 0.5, 1.2, 0] ['MG Johnson', 20.44, 26.15, 'Fast', 2007, 2015, 0.5839932126696833, 1.0583862318128925, 0] -['CJL Rogers', 39.67, 370.14, 'OpenBat', 2008, 2015, 0.5060271220492215, 1.4, 0] -['BJ Haddin', 30.53, 370.14, 'WK', 2008, 2015, 0.5845713262931806, 1.4, 0] -['B Casson', 11.87, 68.13, 'Spin', 2008, 2008, 0.22727272727272727, 1.2797619047619047, 0] +['CJL Rogers', 39.67, 370.14, 'OpenBat', 2008, 2015, 0.5060271220492215, 1.2, 0] +['BJ Haddin', 30.53, 370.14, 'WK', 2008, 2015, 0.5845713262931806, 1.2, 0] +['B Casson', 11.87, 68.13, 'Spin', 2008, 2008, 0.22727272727272727, 1.2, 0] ['CL White', 24.29, 64.54, 'PartSpin', 2008, 2008, 0.44242424242424244, 1.1674347158218126, 0] ['PM Siddle', 13.66, 27.69, 'Fast', 2008, 2016, 0.47181535730137597, 0.9323057068902126, 0] -['JJ Krejza', 14.17, 76.4, 'Spin', 2008, 2008, 0.4863013698630137, 1.440748573992181, 0] +['JJ Krejza', 14.17, 76.4, 'Spin', 2008, 2008, 0.4863013698630137, 1.2, 0] ['DE Bollinger', 5.43, 37.12, 'Fast', 2009, 2010, 0.33962264150943394, 1.0248894184385198, 0] -['AB McDonald', 21.5, 43.75, 'Fast', 2009, 2009, 0.4930875576036866, 0.7781697447603236, 0] +['AB McDonald', 21.5, 43.75, 'Fast', 2009, 2009, 0.4930875576036866, 0.8, 0] ['BW Hilfenhaus', 11.22, 33.05, 'Fast', 2009, 2012, 0.5419847328244275, 0.8815774676046833, 0] -['PJ Hughes', 30.06, 368.21, 'OpenBat', 2009, 2013, 0.5355896720167481, 1.4, 0] +['PJ Hughes', 30.06, 368.21, 'OpenBat', 2009, 2013, 0.5355896720167481, 1.2, 0] ['MJ North', 32.3, 59.16, 'PartSpin', 2009, 2010, 0.48149671052631576, 0.8920126381034794, 0] -['BE McGain', 5.39, 59.3, 'PartSpin', 2009, 2009, 0.125, 2.6195499296765115, 0] -['GA Manou', 14.3, 366.97, 'WK', 2009, 2009, 0.5384615384615384, 1.4, 0] -['CJ McKay', 10.78, 43.04, 'PartFast', 2009, 2009, 0.6666666666666666, 1.1415009041591317, 0] +['BE McGain', 5.39, 57.81, 'Spin', 2009, 2009, 0.125, 1.2, 0] +['GA Manou', 14.3, 366.97, 'WK', 2009, 2009, 0.5384615384615384, 1.2, 0] +['CJ McKay', 10.78, 43.04, 'Fast', 2009, 2009, 0.6666666666666666, 1.1415009041591317, 0] ['RJ Harris', 18.16, 29.75, 'Fast', 2010, 2015, 0.631413612565445, 0.8854569197558831, 0] -['TD Paine', 24.69, 370.71, 'WK', 2010, 2018, 0.47425742574257423, 1.4, 0] -['SPD Smith', 59.09, 59.7, 'Bat', 2010, 2018, 0.557683454562195, 1.3656484243560343, 31] +['TD Paine', 24.69, 370.71, 'WK', 2010, 2018, 0.47425742574257423, 1.2, 0] +['SPD Smith', 59.09, 59.7, 'Bat', 2010, 2018, 0.557683454562195, 1.2, 31] ['PR George', 1.91, 48.31, 'Fast', 2010, 2010, 0.18181818181818182, 0.8702531645569619, 0] ['XJ Doherty', 8.18, 68.25, 'Spin', 2010, 2013, 0.32075471698113206, 1.1406685816577162, 0] ['MA Beer', 5.57, 58.6, 'Spin', 2011, 2012, 0.21428571428571427, 0.8377521885099307, 0] -['UT Khawaja', 42.45, 185.36, 'Bat', 2011, 2018, 0.5199293642785066, 0.31948881789137384, 0] -['TA Copeland', 10.53, 40.22, 'Fast', 2011, 2011, 0.5064935064935064, 0.667254556143445, 0] +['UT Khawaja', 42.45, 185.36, 'Bat', 2011, 2018, 0.5199293642785066, 0.8, 0] +['TA Copeland', 10.53, 40.22, 'Fast', 2011, 2011, 0.5064935064935064, 0.8, 0] ['NM Lyon', 10.76, 29.33, 'Spin', 2011, 2018, 0.4472049689440994, 0.9812934476904555, 0] -['SE Marsh', 37.88, 370.71, 'Bat', 2011, 2018, 0.44967228464419473, 1.4, 0] +['SE Marsh', 37.88, 370.71, 'Bat', 2011, 2018, 0.44967228464419473, 1.2, 0] ['PJ Cummins', 23.03, 31.09, 'Fast', 2011, 2018, 0.45923460898502494, 0.9220053336611576, 0] -['JL Pattinson', 18.36, 27.89, 'Fast', 2011, 2016, 0.3980815347721823, 1.0704190769608517, 0] +['JL Pattinson', 18.36, 28.5, 'Fast', 2011, 2016, 0.3980815347721823, 1.0704190769608517, 0] ['MA Starc', 21.45, 26.99, 'Fast', 2011, 2018, 0.6883519206939281, 1.0850346528387713, 0] -['DA Warner', 45.21, 185.36, 'OpenBat', 2011, 2018, 0.7473249027237354, 1.5077630177680625, 0] -['EJM Cowan', 28.56, 370.14, 'OpenBat', 2011, 2013, 0.4127835051546392, 1.4, 0] -['MS Wade', 25.92, 185.36, 'WK', 2012, 2017, 0.4791779340183883, 0.0, 0] -['RJ Quiney', 18.99, 185.07, 'PartMed', 2012, 2012, 0.4090909090909091, 0.3694267515923567, 0] -['JW Hastings', 12.77, 44.65, 'PartFast', 2012, 2012, 0.5909090909090909, 1.2493875551200393, 0] +['DA Warner', 45.21, 185.36, 'OpenBat', 2011, 2018, 0.7473249027237354, 1.2, 0] +['EJM Cowan', 28.56, 370.14, 'OpenBat', 2011, 2013, 0.4127835051546392, 1.2, 0] +['MS Wade', 25.92, 185.36, 'WK', 2012, 2017, 0.4791779340183883, 1.2, 0] +['RJ Quiney', 18.99, 185.07, 'PartMed', 2012, 2012, 0.4090909090909091, 0.8, 0] +['JW Hastings', 12.77, 44.65, 'Fast', 2012, 2012, 0.5909090909090909, 1.2, 0] ['JM Bird', 3.68, 31.58, 'Fast', 2012, 2017, 0.3049645390070922, 1.0328045964099635, 0] ['MC Henriques', 22.27, 40.0, 'PartFast', 2013, 2016, 0.47398843930635837, 0.9526575660760965, 0] -['GJ Maxwell', 28.12, 50.72, 'PartSpin', 2013, 2017, 0.5947368421052631, 1.4194139194139195, 0] +['GJ Maxwell', 28.12, 50.72, 'PartSpin', 2013, 2017, 0.5947368421052631, 1.2, 0] ['AC Agar', 17.58, 45.94, 'Spin', 2013, 2017, 0.5555555555555556, 0.9021299067065657, 0] ['JP Faulkner', 17.04, 38.78, 'Fast', 2013, 2013, 1.0465116279069768, 1.1316832826513723, 0] -['GJ Bailey', 23.38, 370.71, 'Bat', 2013, 2014, 0.5884244372990354, 1.4, 0] -['AJ Doolan', 19.55, 370.71, 'Bat', 2014, 2014, 0.4197802197802198, 1.4, 0] +['GJ Bailey', 23.38, 370.71, 'Bat', 2013, 2014, 0.5884244372990354, 1.2, 0] +['AJ Doolan', 19.55, 370.71, 'Bat', 2014, 2014, 0.4197802197802198, 1.2, 0] ['MR Marsh', 27.42, 37.92, 'PartMed', 2014, 2018, 0.5378787878787878, 1.129418304791612, 0] ["SNJ O'Keefe", 15.3, 31.8, 'Spin', 2014, 2017, 0.19861431870669746, 0.8939016621300746, 0] ['JR Hazlewood', 9.76, 26.35, 'Fast', 2014, 2018, 0.40773809523809523, 0.9003945351437833, 0] -['JA Burns', 31.12, 375.12, 'OpenBat', 2014, 2016, 0.591864406779661, 1.4, 0] -['AC Voges', 49.37, 45.49, 'Bat', 2015, 2016, 0.5568053993250843, 1.1205432937181663, 0] -['PM Nevill', 21.4, 379.03, 'WK', 2015, 2016, 0.40660295395308427, 1.4, 0] +['JA Burns', 31.12, 375.12, 'OpenBat', 2014, 2016, 0.591864406779661, 1.2, 0] +['AC Voges', 49.37, 43.65, 'Bat', 2015, 2016, 0.5568053993250843, 1.1205432937181663, 0] +['PM Nevill', 21.4, 379.03, 'WK', 2015, 2016, 0.40660295395308427, 1.2, 0] ['JM Holland', 4.69, 41.06, 'Spin', 2016, 2016, 0.05263157894736842, 1.0778914240755308, 0] -['CJ Ferguson', 26.19, 379.03, 'Bat', 2016, 2016, 0.17391304347826086, 1.4, 0] -['JM Mennie', 6.38, 35.36, 'PartFast', 2016, 2016, 0.4166666666666667, 0.9792626728110597, 0] -['PSP Handscomb', 36.36, 379.03, 'Bat', 2016, 2017, 0.5176848874598071, 1.4, 0] -['NJ Maddinson', 21.13, 189.51, 'Bat', 2016, 2016, 0.34615384615384615, 1.4516129032258063, 0] -['MT Renshaw', 30.06, 379.03, 'OpenBat', 2016, 2017, 0.4378074490513001, 1.4, 0] -['HWR Cartwright', 29.46, 62.22, 'PartMed', 2017, 2017, 0.44, 1.1075384065737763, 0] -['CT Bancroft', 26.37, 378.91, 'OpenBat', 2017, 2018, 0.3986636971046771, 1.4, 0] +['CJ Ferguson', 26.19, 379.03, 'Bat', 2016, 2016, 0.17391304347826086, 1.2, 0] +['JM Mennie', 6.38, 35.36, 'Fast', 2016, 2016, 0.4166666666666667, 0.9792626728110597, 0] +['PSP Handscomb', 36.36, 379.03, 'Bat', 2016, 2017, 0.5176848874598071, 1.2, 0] +['NJ Maddinson', 21.13, 189.51, 'Bat', 2016, 2016, 0.34615384615384615, 1.2, 0] +['MT Renshaw', 30.06, 379.03, 'OpenBat', 2016, 2017, 0.4378074490513001, 1.2, 0] +['HWR Cartwright', 29.46, 60.9, 'PartMed', 2017, 2017, 0.44, 1.1075384065737763, 0] +['CT Bancroft', 26.37, 378.91, 'OpenBat', 2017, 2018, 0.3986636971046771, 1.2, 0] diff --git a/bangladeshdata.txt b/bangladeshdata.txt index b47ad40..12a5f59 100644 --- a/bangladeshdata.txt +++ b/bangladeshdata.txt @@ -1,86 +1,87 @@ -['Al Sahariar', 21.33, 387.22, 'OpenBat', 2000, 2003, 0.5139202407825433, 1.4, 0] -['Aminul Islam', 19.72, 195.19, 'Bat', 2000, 2002, 0.34868421052631576, 1.5253890253890252, 0] -['Habibul Bashar', 29.15, 188.8, 'Bat', 2000, 2008, 0.6027888446215139, 1.5088304825476289, 18] -['Hasibul Hossain', 7.78, 50.15, 'PartFast', 2000, 2001, 0.782258064516129, 1.5042149631190727, 0] -['Khaled Mashud', 17.97, 377.6, 'WK', 2000, 2007, 0.34066731141199225, 1.4, 12] -['Mehrab Hossain', 14.55, 134.59, 'OpenBat', 2000, 2003, 0.3265582655826558, 0.8361204013377926, 0] +['Akram Khan', 15.96, 387.22, 'Bat', 2000, 2003, 0.37755102040816324, 1.2, 0] +['Al Sahariar', 21.33, 387.22, 'OpenBat', 2000, 2003, 0.5139202407825433, 1.2, 0] +['Aminul Islam', 19.72, 195.19, 'Bat', 2000, 2002, 0.34868421052631576, 1.2, 0] +['Habibul Bashar', 29.15, 188.8, 'Bat', 2000, 2008, 0.6027888446215139, 1.2, 18] +['Hasibul Hossain', 7.78, 50.15, 'Fast', 2000, 2001, 0.782258064516129, 1.2, 0] +['Khaled Mashud', 17.97, 377.6, 'WK', 2000, 2007, 0.34066731141199225, 1.2, 12] +['Mehrab Hossain', 14.55, 50.69, 'OpenBat', 2000, 2003, 0.3265582655826558, 0.8361204013377926, 0] ['Mohammad Rafique', 17.54, 39.23, 'Spin', 2000, 2008, 0.6496932515337424, 0.9140161096460542, 0] ['Naimur Rahman', 12.63, 54.04, 'Spin', 2000, 2002, 0.4585152838427948, 1.1017451971274832, 7] -['Ranjan Das', 7.57, 67.23, 'PartFast', 2000, 2000, 0.06451612903225806, 1.1207970112079702, 0] -['Shahriar Hossain', 18.66, 387.22, 'OpenBat', 2000, 2004, 0.41596638655462187, 1.4, 0] -['Javed Omar', 20.82, 188.8, 'OpenBat', 2001, 2007, 0.38145930361499225, 3.9215686274509802, 0] +['Ranjan Das', 7.57, 67.23, 'Fast', 2000, 2000, 0.06451612903225806, 1.1207970112079702, 0] +['Shahriar Hossain', 18.66, 387.22, 'OpenBat', 2000, 2004, 0.41596638655462187, 1.2, 0] +['Javed Omar', 20.82, 188.8, 'OpenBat', 2001, 2007, 0.38145930361499225, 1.2, 0] ['Manjural Islam', 3.74, 59.84, 'Fast', 2001, 2004, 0.21657754010695188, 1.0844228235532585, 0] -['Mohammad Sharif', 9.02, 47.37, 'PartFast', 2001, 2007, 0.4326241134751773, 1.3135235923563853, 0] -['Mushfiqur Rahman', 13.88, 49.23, 'PartFast', 2001, 2004, 0.3072847682119205, 1.2098937851446212, 0] +['Mohammad Sharif', 9.02, 47.37, 'Fast', 2001, 2007, 0.4326241134751773, 1.2, 0] +['Mushfiqur Rahman', 13.88, 49.23, 'Fast', 2001, 2004, 0.3072847682119205, 1.2, 0] ['Enamul Haque', 12.59, 46.96, 'Spin', 2001, 2003, 0.34615384615384615, 0.9241567557028659, 0] -['Mohammad Ashraful', 22.07, 55.43, 'PartSpin', 2001, 2013, 0.4607744107744108, 1.3969719451542877, 13] -['Khaled Mahmud', 12.61, 57.85, 'PartMed', 2001, 2003, 0.5846153846153846, 1.030595813204509, 9] +['Mohammad Ashraful', 22.07, 55.43, 'PartSpin', 2001, 2013, 0.4607744107744108, 1.2, 13] +['Khaled Mahmud', 12.61, 57.85, 'Med', 2001, 2003, 0.5846153846153846, 1.030595813204509, 9] ['Mashrafe Mortaza', 11.97, 45.65, 'Fast', 2001, 2009, 0.6720067453625632, 1.0465830147019224, 1] -['Sanwar Hossain', 18.05, 54.91, 'PartSpin', 2001, 2003, 0.46433378196500674, 1.4010666184579228, 0] +['Sanwar Hossain', 18.05, 54.91, 'PartSpin', 2001, 2003, 0.46433378196500674, 1.2, 0] ['Fahim Muntasir', 11.62, 49.62, 'Spin', 2002, 2002, 0.6046511627906976, 1.1914715719063544, 0] -['Alamgir Kabir', 5.13, 48.77, 'PartFast', 2002, 2004, 0.09302325581395349, 1.687860388742506, 0] -['Ehsanul Haque', 21.06, 137.56, 'Bat', 2002, 2002, 0.22580645161290322, 2.0066889632107023, 0] -['Hannan Sarkar', 19.06, 385.36, 'OpenBat', 2002, 2004, 0.4665257223396758, 1.4, 0] -['Talha Jubair', 6.1, 44.72, 'Med', 2002, 2004, 0.5360824742268041, 1.4099789691852846, 0] -['Alok Kapali', 16.96, 58.33, 'PartSpin', 2002, 2006, 0.48626144879267275, 1.2603772243258138, 0] -['Tapash Baisya', 10.6, 53.41, 'Fast', 2002, 2005, 0.49934980494148246, 1.2433816256472916, 0] -['Tushar Imran', 20.47, 141.09, 'Bat', 2002, 2007, 0.33840304182509506, 1.5686274509803921, 0] -['Rafiqul Islam', 14.84, 387.22, 'Bat', 2002, 2002, 0.1320754716981132, 1.4, 0] -['Anwar Hossain', 11.33, 387.22, 'OpenBat', 2002, 2002, 0.3181818181818182, 1.4, 0] -['Mohammad Salim', 10.22, 385.36, 'WK', 2003, 2003, 0.3828125, 1.4, 0] -['Anwar Hossain Monir', 4.32, 130.56, 'PartFast', 2003, 2005, 0.3013698630136986, 1.7297723687176019, 0] +['Alamgir Kabir', 5.13, 46.78, 'PartFast', 2002, 2004, 0.09302325581395349, 1.2, 0] +['Ehsanul Haque', 21.06, 53.66, 'Bat', 2002, 2002, 0.22580645161290322, 1.2, 0] +['Hannan Sarkar', 19.06, 385.36, 'OpenBat', 2002, 2004, 0.4665257223396758, 1.2, 0] +['Talha Jubair', 6.1, 44.72, 'Med', 2002, 2004, 0.5360824742268041, 1.2, 0] +['Alok Kapali', 16.96, 58.33, 'PartSpin', 2002, 2006, 0.48626144879267275, 1.2, 0] +['Tapash Baisya', 10.6, 53.41, 'Fast', 2002, 2005, 0.49934980494148246, 1.2, 0] +['Tushar Imran', 20.47, 61.79, 'Bat', 2002, 2007, 0.33840304182509506, 1.2, 0] +['Rafiqul Islam', 14.84, 387.22, 'Bat', 2002, 2002, 0.1320754716981132, 1.2, 0] +['Anwar Hossain', 11.33, 387.22, 'OpenBat', 2002, 2002, 0.3181818181818182, 1.2, 0] +['Mohammad Salim', 10.22, 385.36, 'WK', 2003, 2003, 0.3828125, 1.2, 0] +['Anwar Hossain Monir', 4.32, 132.77, 'Fast', 2003, 2005, 0.3013698630136986, 1.2, 0] ['Rajin Saleh', 23.91, 184.45, 'Bat', 2003, 2008, 0.35857950974230046, 1.1691824448128436, 0] ['Enamul Haque jnr', 7.01, 40.94, 'Spin', 2003, 2013, 0.2177121771217712, 0.9574710334204004, 0] ['Manjural Islam Rana', 21.08, 45.05, 'PartSpin', 2004, 2004, 0.3713872832369942, 1.0497657006727925, 0] -['Faisal Hossain', 20.97, 377.6, 'Bat', 2004, 2004, 0.25925925925925924, 1.4, 0] -['Tareq Aziz', 7.99, 50.17, 'PartFast', 2004, 2004, 0.14965986394557823, 1.4215686274509802, 0] -['Nafees Iqbal', 20.14, 372.44, 'OpenBat', 2004, 2006, 0.3888888888888889, 1.4, 0] -['Aftab Ahmed', 17.93, 49.27, 'Bat', 2004, 2010, 0.4961636828644501, 1.3122923588039868, 0] +['Faisal Hossain', 20.97, 377.6, 'Bat', 2004, 2004, 0.25925925925925924, 1.2, 0] +['Tareq Aziz', 7.99, 50.17, 'Fast', 2004, 2004, 0.14965986394557823, 1.2, 0] +['Nafees Iqbal', 20.14, 372.44, 'OpenBat', 2004, 2006, 0.3888888888888889, 1.2, 0] +['Aftab Ahmed', 17.93, 49.27, 'Bat', 2004, 2010, 0.4961636828644501, 1.2, 0] ['Nazmul Hossain', 5.71, 46.68, 'Fast', 2004, 2011, 0.7619047619047619, 1.123172673324649, 0] -['Mushfiqur Rahim', 32.35, 370.14, 'WK', 2005, 2018, 0.46436781609195404, 1.4, 34] -['Shahadat Hossain', 9.25, 52.76, 'Fast', 2005, 2015, 0.45943562610229277, 1.3167615641616863, 0] -['Shahriar Nafees', 24.22, 366.97, 'OpenBat', 2005, 2013, 0.558641975308642, 1.4, 0] -['Syed Rasel', 7.17, 43.1, 'Fast', 2005, 2007, 0.3894736842105263, 1.2456250951066283, 0] +['Mushfiqur Rahim', 32.35, 370.14, 'WK', 2005, 2018, 0.46436781609195404, 1.2, 34] +['Shahadat Hossain', 9.25, 52.76, 'Fast', 2005, 2015, 0.45943562610229277, 1.2, 0] +['Shahriar Nafees', 24.22, 366.97, 'OpenBat', 2005, 2013, 0.558641975308642, 1.2, 0] +['Syed Rasel', 7.17, 43.1, 'Fast', 2005, 2007, 0.3894736842105263, 1.2, 0] ['Abdur Razzak', 10.65, 42.07, 'Spin', 2006, 2018, 0.6492146596858639, 1.0603035776531355, 0] ['Shakib Al Hasan', 37.37, 29.96, 'Spin', 2007, 2017, 0.6210471747019181, 0.9617349787510192, 9] -['Mehrab Hossain jnr', 19.44, 67.86, 'PartSpin', 2007, 2009, 0.5105042016806722, 1.315081315081315, 0] +['Mehrab Hossain jnr', 19.44, 67.86, 'PartSpin', 2007, 2009, 0.5105042016806722, 1.2, 0] ['Junaid Siddique', 24.17, 184.56, 'Bat', 2008, 2012, 0.41392567278940623, 1.160337552742616, 0] -['Sajedul Islam', 8.97, 44.8, 'PartMed', 2008, 2013, 0.3829787234042553, 1.3348676639815877, 0] -['Tamim Iqbal', 35.9, 185.59, 'OpenBat', 2008, 2018, 0.5551685706324881, 1.2779552715654954, 1] +['Sajedul Islam', 8.97, 44.8, 'Med', 2008, 2013, 0.3829787234042553, 1.2, 0] +['Tamim Iqbal', 35.9, 185.59, 'OpenBat', 2008, 2018, 0.5551685706324881, 1.2, 1] ['Naeem Islam', 25.97, 136.06, 'PartSpin', 2008, 2012, 0.3747747747747748, 1.0022934768226524, 0] -['Mahbubul Alam', 3.39, 43.97, 'PartFast', 2008, 2008, 0.06944444444444445, 1.0189015981179523, 0] +['Mahbubul Alam', 3.39, 43.97, 'Fast', 2008, 2008, 0.06944444444444445, 1.0189015981179523, 0] ['Imrul Kayes', 24.34, 185.59, 'OpenBat', 2008, 2018, 0.48737300435413644, 0.9584664536741215, 0] -['Raqibul Hasan', 19.64, 184.56, 'Bat', 2008, 2011, 0.4023952095808383, 0.7685352622061482, 0] +['Raqibul Hasan', 19.64, 184.56, 'Bat', 2008, 2011, 0.4023952095808383, 0.8, 0] ['Mahmudullah', 29.0, 42.6, 'PartSpin', 2009, 2018, 0.519496855345912, 1.1174479953373553, 2] -['Rubel Hossain', 7.64, 69.53, 'PartFast', 2009, 2017, 0.4514285714285714, 1.2600716312296696, 0] +['Rubel Hossain', 7.64, 69.53, 'Fast', 2009, 2017, 0.4514285714285714, 1.2, 0] ['Shafiul Islam', 8.72, 40.54, 'Fast', 2010, 2017, 0.4806378132118451, 1.0413787766563118, 0] -['Jahurul Islam', 21.48, 370.14, 'OpenBat', 2010, 2013, 0.38470066518847007, 1.4, 0] +['Jahurul Islam', 21.48, 370.14, 'OpenBat', 2010, 2013, 0.38470066518847007, 1.2, 0] ['Robiul Islam', 6.01, 45.65, 'Fast', 2010, 2014, 0.4876847290640394, 1.019108280254777, 0] ['Elias Sunny', 11.57, 41.83, 'Spin', 2011, 2013, 0.26573426573426573, 1.1469396491279864, 0] ['Nasir Hossain', 30.63, 42.25, 'PartSpin', 2011, 2017, 0.5446009389671361, 0.9169743994025146, 0] ['Suhrawadi Shuvo', 17.91, 39.94, 'Spin', 2011, 2011, 0.375, 0.9363476030142696, 0] -['Nazimuddin', 20.33, 370.14, 'OpenBat', 2011, 2012, 0.390625, 1.4, 0] +['Nazimuddin', 20.33, 370.14, 'OpenBat', 2011, 2012, 0.390625, 1.2, 0] ['Sohag Gazi', 18.66, 48.49, 'Spin', 2012, 2014, 0.6143667296786389, 0.9727628431767187, 0] -['Abul Hasan', 17.57, 74.71, 'PartFast', 2012, 2013, 0.5935251798561151, 1.342646207295889, 0] -['Anamul Haque', 20.26, 370.71, 'OpenBat', 2013, 2014, 0.33181818181818185, 1.4, 0] -['Mominul Haque', 44.37, 77.66, 'Bat', 2013, 2018, 0.5609375, 1.2102777555431041, 0] -['Ziaur Rahman', 14.61, 38.85, 'Fast', 2013, 2013, 0.35, 0.7561235356762513, 0] -['Marshall Ayub', 20.7, 132.33, 'Bat', 2013, 2014, 0.42955326460481097, 1.6932907348242812, 0] -['Al-Amin Hossain', 5.8, 47.14, 'PartFast', 2013, 2014, 0.6601941747572816, 1.0020331106593088, 0] -['Shamsur Rahman', 21.21, 134.86, 'OpenBat', 2014, 2014, 0.4765625, 1.5974440894568693, 0] +['Abul Hasan', 17.57, 74.71, 'Fast', 2012, 2013, 0.5935251798561151, 1.2, 0] +['Anamul Haque', 20.26, 370.71, 'OpenBat', 2013, 2014, 0.33181818181818185, 1.2, 0] +['Mominul Haque', 44.37, 77.66, 'Bat', 2013, 2018, 0.5609375, 1.2, 0] +['Ziaur Rahman', 14.61, 38.85, 'Fast', 2013, 2013, 0.35, 0.8, 0] +['Marshall Ayub', 20.7, 56.03, 'Bat', 2013, 2014, 0.42955326460481097, 1.2, 0] +['Al-Amin Hossain', 5.8, 47.14, 'Fast', 2013, 2014, 0.6601941747572816, 1.0020331106593088, 0] +['Shamsur Rahman', 21.21, 54.53, 'OpenBat', 2014, 2014, 0.4765625, 1.2, 0] ['Shuvagata Hom', 25.31, 39.76, 'PartSpin', 2014, 2016, 0.5583524027459954, 1.1502091289325331, 0] ['Taijul Islam', 7.77, 35.35, 'Spin', 2014, 2018, 0.40613718411552346, 1.0615971858393831, 0] -['Jubair Hossain', 7.33, 45.77, 'Spin', 2014, 2015, 0.14772727272727273, 1.321745347304453, 0] -['Mohammad Shahid', 8.94, 54.05, 'PartFast', 2015, 2015, 0.7037037037037037, 0.8791208791208791, 0] -['Soumya Sarkar', 22.75, 61.07, 'OpenPartFast', 2015, 2017, 0.578838174273859, 1.2021169354838708, 0] -['Liton Das', 33.06, 379.03, 'WK', 2015, 2018, 0.6043956043956044, 1.4, 0] +['Jubair Hossain', 7.33, 45.77, 'Spin', 2014, 2015, 0.14772727272727273, 1.2, 0] +['Mohammad Shahid', 8.94, 54.05, 'Fast', 2015, 2015, 0.7037037037037037, 0.8791208791208791, 0] +['Soumya Sarkar', 22.75, 61.07, 'OpenPartFast', 2015, 2017, 0.578838174273859, 1.2, 0] +['Liton Das', 33.06, 379.03, 'WK', 2015, 2018, 0.6043956043956044, 1.2, 0] ['Mustafizur Rahman', 3.06, 31.53, 'Fast', 2015, 2018, 0.35185185185185186, 1.022025332251825, 0] -['Kamrul Islam Rabbi', 3.55, 50.23, 'PartFast', 2016, 2017, 0.1896551724137931, 1.3805064169268122, 0] +['Kamrul Islam Rabbi', 3.55, 50.23, 'Fast', 2016, 2017, 0.1896551724137931, 1.2, 0] ['Mehidy Hasan Miraz', 16.94, 37.14, 'Spin', 2016, 2018, 0.4601063829787234, 1.0854278394733925, 0] -['Sabbir Rahman', 20.31, 68.44, 'Bat', 2016, 2018, 0.5497142857142857, 1.3129689174705252, 0] +['Sabbir Rahman', 20.31, 65.69, 'Bat', 2016, 2018, 0.5497142857142857, 1.2, 0] ['Subashis Roy', 3.13, 38.85, 'Fast', 2017, 2017, 0.23333333333333334, 1.197738463717969, 0] -['Taskin Ahmed', 3.86, 56.86, 'PartFast', 2017, 2017, 0.40963855421686746, 1.4147909967845658, 0] -['Nazmul Hossain Shanto', 28.18, 188.74, 'Bat', 2017, 2017, 0.25862068965517243, 6.270096463022508, 0] -['Nurul Hasan', 29.34, 377.48, 'WK', 2017, 2017, 0.47, 1.4, 0] -['Mosaddek Hossain', 47.65, 61.17, 'PartSpin', 2017, 2018, 0.41434262948207173, 1.4469453376205788, 0] -['Sunzamul Islam', 12.58, 40.04, 'PartSpin', 2018, 2018, 0.42857142857142855, 1.0932475884244373, 0] +['Taskin Ahmed', 3.86, 56.86, 'Fast', 2017, 2017, 0.40963855421686746, 1.2, 0] +['Nazmul Hossain Shanto', 28.18, 188.74, 'Bat', 2017, 2017, 0.25862068965517243, 1.2, 0] +['Nurul Hasan', 29.34, 377.48, 'WK', 2017, 2017, 0.47, 1.2, 0] +['Mosaddek Hossain', 37.46, 59.72, 'PartSpin', 2017, 2018, 0.41434262948207173, 1.2, 0] +['Sunzamul Islam', 12.58, 40.04, 'Spin', 2018, 2018, 0.42857142857142855, 1.0932475884244373, 0] diff --git a/cricinfoscrape.py b/cricinfoscrape.py index 8930281..37c6392 100644 --- a/cricinfoscrape.py +++ b/cricinfoscrape.py @@ -1,8 +1,8 @@ # THIS FILE SCRAPES DATA FROM CRICINFO, TURNS IT INTO READABLE DATA, AND EXPORTS IT TO PLAYERS.TXT -a = 500 #Number of players to read, starting with Cap 1 for the country -b = 4 # Cricinfo Team ID: 1 = England, 2 = Australia, 3 = South Africa, 4 = West Indies, 5 = New Zealand, 6 = India, 7 = Pakistan, 8 = Sri Lanka, 9 = Zimbabwe, 25 = Bangladesh -c = 'westindiesplayers.txt' #file to write to +a = 700 #Number of players to read, starting with Cap 1 for the country (doesn't need to be exact, program will end with an error but still execute) +b = 25 # Cricinfo Team ID: 1 = England, 2 = Australia, 3 = South Africa, 4 = West Indies, 5 = New Zealand, 6 = India, 7 = Pakistan, 8 = Sri Lanka, 9 = Zimbabwe, 25 = Bangladesh +c = 'bangladeshplayers.txt' #file to write to from bs4 import BeautifulSoup import requests @@ -248,56 +248,63 @@ def guruscrape (x): soup = BeautifulSoup(player, 'html.parser') try: - CaptainGames = soup.find(text='is captain') - print (CaptainGames.parent.parent.parent.contents[5]) - if 'Span' in soup.prettify(): - CaptainGames = CaptainGames.parent.parent.parent.contents[5] - else: - CaptainGames = CaptainGames.parent.parent.parent.contents[4] - CaptainGames = str(CaptainGames) - CaptainGames = CaptainGames[4:-5] - print (CaptainGames) - ReducedStats.append(int(CaptainGames)) + CaptainGames = '' + while CaptainGames == '': + CaptainGames = soup.find(text='is captain') + if 'Span' in soup.prettify(): + CaptainGames = CaptainGames.parent.parent.parent.contents[5] + else: + CaptainGames = CaptainGames.parent.parent.parent.contents[4] + CaptainGames = str(CaptainGames) + CaptainGames = CaptainGames[4:-5] + ReducedStats.append(int(CaptainGames)) except: ReducedStats.append(0) try: - WKGames = soup.find(text='is designated keeper') - if 'Span' in soup.prettify(): - WKGames = WKGames.parent.parent.next_sibling.next_sibling.next_sibling.next_sibling - else: - WKGames = WKGames.parent.parent.parent.next_sibling.next_sibling - WKGames = str(WKGames) - WKGames = WKGames[4:-5] - ReducedStats.append(int(WKGames)) + WKGames = '' + while WKGames == '': + WKGames = soup.find(text='is designated keeper') + if 'Span' in soup.prettify(): + WKGames = WKGames.parent.parent.parent.contents[5] + else: + WKGames = WKGames.parent.parent.parent.contents[3] + WKGames = str(WKGames) + WKGames = WKGames[4:-5] + ReducedStats.append(int(WKGames)) except: ReducedStats.append(0) try: - Bat1Inns = soup.find(text='1st position') - if 'Span' in soup.prettify(): - Bat1Inns = Bat1Inns.parent.parent.parent.contents[7] - else: - Bat1Inns = Bat1Inns.parent.parent.parent.contents[5] - #print (Bat1Inns.parent.parent.parent.contents) - Bat1Inns = str(Bat1Inns) - Bat1Inns = Bat1Inns[4:-5] - Bat1Inns = int(Bat1Inns) + Bat1Inns = '' + while Bat1Inns == '': + Bat1Inns = soup.find(text='1st position') + if 'Span' in soup.prettify(): + Bat1Inns = Bat1Inns.parent.parent.parent.contents[7] + else: + Bat1Inns = Bat1Inns.parent.parent.parent.contents[5] + #print (Bat1Inns.parent.parent.parent.contents) + Bat1Inns = str(Bat1Inns) + Bat1Inns = Bat1Inns[4:-5] + Bat1Inns = int(Bat1Inns) except: Bat1Inns = 0 try: - Bat2Inns = soup.find(text='2nd position') - if 'Span' in soup.prettify(): - Bat2Inns = Bat2Inns.parent.parent.parent.contents[7] - else: - Bat2Inns = Bat2Inns.parent.parent.parent.contents[5] - #print (Bat2Inns) - Bat2Inns = str(Bat2Inns) - Bat2Inns = Bat2Inns[4:-5] - Bat2Inns = int(Bat2Inns) + Bat2Inns = '' + while Bat2Inns == '': + + Bat2Inns = soup.find(text='2nd position') + if 'Span' in soup.prettify(): + Bat2Inns = Bat2Inns.parent.parent.parent.contents[7] + else: + Bat2Inns = Bat2Inns.parent.parent.parent.contents[5] + #print (Bat2Inns) + Bat2Inns = str(Bat2Inns) + Bat2Inns = Bat2Inns[4:-5] + Bat2Inns = int(Bat2Inns) except: Bat2Inns = 0 OpenInns = Bat1Inns + Bat2Inns - #print (Bat1Inns, Bat2Inns) + print (CaptainGames, WKGames, OpenInns) ReducedStats.append(OpenInns) @@ -312,7 +319,7 @@ def PlayerList (x, y): f.write(str(Format)) f.write('\n') f.close() - + f = open(c,'w') for i in range (1, (x+1)): ReducedStats = [] HTMLString = newsoup.find(text=i) @@ -327,10 +334,9 @@ def PlayerList (x, y): scrape (PlayerNo) guruscrape (PlayerNo) print (ReducedStats) - f = open(c,'a') f.write(str(ReducedStats)) f.write('\n') - f.close() + f.close() #print ('[Name, BowlStyle, Games, Inns, NO, RunsSc, Balls, RunsAg, Wic, FirstTest, LastTest, FCGames, FCRuns, FCBatAve, FCInns, FCWickets, FCBowlAve]') diff --git a/cricinfoyearscrape.py b/cricinfoyearscrape.py new file mode 100644 index 0000000..1d23b4a --- /dev/null +++ b/cricinfoyearscrape.py @@ -0,0 +1,55 @@ +#scrapes cricinfo statguru to find the average runs/wicket for the 5 years either side of the year input +#runs through the data for all years in test history +#outputs to eradata.txt + +from bs4 import BeautifulSoup +import requests +import re + +#f = open('eradata.txt','w') +#f.close() + +def scrape (Year): + + global ReducedStats + + url = str('http://stats.espncricinfo.com/ci/engine/stats/index.html?class=1;filter=advanced;groupby=overall;orderby=runs;spanmax1=31+Dec+' + str(Year+5) + ';spanmin1=01+Jan+' +str(Year-5) +';spanval1=span;template=results;type=bowling') + r = requests.get(url) + print (url) + data = r.content + + soup = BeautifulSoup(data, 'html.parser') + + Average1 = str(soup.find(text = 'Overall figures').parent.parent.contents[5].contents[1].contents[25]) + Average1 = Average1[4:-5] + Average2 = str(soup.find(text = 'Overall figures').parent.parent.contents[5].contents[1].contents[23]) + Average2 = Average2[4:-5] + Average3 = str(soup.find(text = 'Overall figures').parent.parent.contents[5].contents[1].contents[27]) + Average3 = Average3[4:-5] + Average4 = str(soup.find(text = 'Overall figures').parent.parent.contents[5].contents[1].contents[29]) + Average4 = Average4[4:-5] + + Average = Average1 + + if 2 < float(Average1) < 5: + Average = Average1 + + if 2 < float(Average2) < 5: + Average = Average2 + + if 2 < float(Average3) < 5: + Average = Average3 + + if 2 < float(Average4) < 5: + Average = Average4 + + f = open('ERdata.txt','a') + f.write (str(str(Year) + ', '+ str(Average))) + f.write ('\n') + f.close() + print (Year, Average) + +#scrape (2018) + +for i in range (1918 , 2018): + scrape (i) diff --git a/cricket.py b/cricket.py index 8915750..caf7455 100644 --- a/cricket.py +++ b/cricket.py @@ -21,12 +21,14 @@ def CustomOrHistorical (x): y = '' - while y != 'h' and y!= 'c': #loops until given acceptable input - y = str(input(str("Type 'h' for historical teams, or 'c' for custom teams. " ))) + while y != 'h' and y!= 'c' and y != 'r': #loops until given acceptable input + y = str(input(str("Type 'h' for historical teams, 'c' for custom teams, or 'r' to recreate a real test match. " ))) if y == 'h': return 'historical' if y == 'c': return 'custom' + if y == 'r': + return 'recreate' else: print ('Invalid input. ') @@ -291,10 +293,178 @@ def CallPlayers (a, x, y): Players.append(PlayersTemp[i]) return Players +def RecreateSelect (x): #module that runs to select recreated tests + y = 0 + while (1877 > y or y > 2018) and y!= 'all': #loop until given a valid year + try: + y = input('Which year did your test match take place in? ') + if y == 'random': + y = random.choice(1877, 2018) + y = int(y) + break + if y == 'all': + break + y = int(y) + except: + print ('Invalid input.') + + Tests = [] + + f = open('testmatchlist.txt','r') #read testmatchlist.txt + for line in f: + if str(y) in line or y == 'all': + Tests.append(line[1:-2]) + f.close() + + ValidTests = [] + + for i in range(0, len(Tests)): #get rid of apostraphes + Tests[i] = Tests[i].replace("St John's", "'St Johns'") + Tests[i] = Tests[i].replace("Lord's", "'Lords'") + Tests[i] = Tests[i].replace("St George's", "'St Georges'") + Tests[i] = Tests[i].split("'") + Tests[i][0] = int(Tests[i][0][:-2]) #correctly format + if y == 'all': + for j in range (2, 7): + Tests[i].pop(j) + Tests[i][9] = int(Tests[i][9][2:]) + ValidTests.append(Tests[i]) + continue + if Tests[i][0] != y: + continue + for j in range (2, 7): + Tests[i].pop(j) + Tests[i][9] = int(Tests[i][9][2:]) + ValidTests.append(Tests[i]) + + print ('List of test matches in {}:'.format(y)) #print tests that took place in selected year + for i in range (0, len(ValidTests)): + formatted = '{} - {} vs. {}, {}, {}'.format(ValidTests[i][4],ValidTests[i][1],ValidTests[i][2],ValidTests[i][3],ValidTests[i][8]) + print (formatted) + + n = 0 + while n == 0: #loops until given a valid test + try: + z = int(input('Enter the number of the Test match you wish to simulate. ')) + except: + print ('Invalid input.') + for i in range (0, len(ValidTests)): + if 'Test # {}'.format(z) == ValidTests[i][4]: + q = i + n = ValidTests[i][9] #cricinfo scorecard ID + print ('Loading. ') + break + + from bs4 import BeautifulSoup + import requests + import re + url = 'http://www.espncricinfo.com/ci/engine/match/{}.html'.format(n) #url for selected game + + def Lineup(x): #finds the lineup + r = requests.get(url) + data = r.content + soup = BeautifulSoup(data, 'html.parser') + players = [] + findtext = '{} 1st Innings'.format(x) #finds the team's first batsmen + player = soup.find(text = findtext).parent.parent.parent.next_sibling.contents[0].contents[0].contents[1].contents[0].contents[0].contents[0] + players.append(player) + n = 1 + for i in range (1,11): #find the next ten players + try: + player = soup.find(text = findtext).parent.parent.parent.next_sibling.contents[0].contents[i].contents[0].contents[0].contents[0].contents[0] + if '<' not in player and 'Fall of wickets' not in player and 'Did not bat' not in player: + players.append(player) + n = n+1 + except: + n = n + c = 1 + while n < 11: + player = soup.find(text='Did not bat').parent.parent.parent.contents[c].contents[0].contents[0] + player = player.replace(', ','') + if 'Did not bat' not in player: + players.append(player) + n = n+1 + c = c+1 + #print (players) + return players + + def ReadPlayers (x, y): #find the players in the relevant data file + global PlayersTemp + PlayersTemp = [] + Players = [] + if y == 'ICC World XI': + y = 'all' + country = ''.join(y.split()).lower() #removes spaces + with open(str(str(country) + 'data.txt')) as f: + for line in f: + PlayersTemp.append(line[0:-1]) + DataValidation (len(PlayersTemp)) #converts data + for i in range (0, 11): + for j in range (0, len(PlayersTemp)): + if PlayersTemp[j][0] == x[i]: + Players.append(PlayersTemp[j]) + #print (PlayersTemp[j]) + break + return Players + + print ('') + print (str(ValidTests[q][1])) + print ('') + HomeTeam = Lineup (ValidTests[q][1]) + for i in range (0, 11): + print (HomeTeam[i]) + #time.sleep(0.8) + if ' (c)' in HomeTeam[i] and ' †' in HomeTeam[i]: + HomeTeam[i] = HomeTeam[i].replace(' (c)','') + HomeTeam[i] = HomeTeam[i].replace(' †','') + HomeCapt = HomeTeam[i] + HomeWK = HomeTeam[i] + if ' (c)' in HomeTeam[i]: + HomeTeam[i] = HomeTeam[i].replace(' (c)','') + HomeCapt = HomeTeam[i] + if ' †' in HomeTeam[i]: + HomeTeam[i] = HomeTeam[i].replace(' †','') + HomeWK = HomeTeam[i] + if 'jnr' in HomeTeam[i]: + HomeTeam[i] = HomeTeam[i].replace('jnr', ' jnr') + if 'snr' in HomeTeam[i]: + HomeTeam[i] = HomeTeam[i].replace('snr', ' snr') + HomeTeamData = ReadPlayers (HomeTeam, ValidTests[q][1]) + print ('') + print (str(ValidTests[q][2])) + print ('') + AwayTeam = Lineup (ValidTests[q][2]) + for i in range (0, 11): + print (AwayTeam[i]) + # time.sleep (0.8) + if ' (c)' in AwayTeam[i] and ' †' in AwayTeam[i]: + AwayTeam[i] = AwayTeam[i].replace(' (c)','') + AwayTeam[i] = AwayTeam[i].replace(' †','') + AwayCapt = AwayTeam[i] + AwayWK = AwayTeam[i] + if ' (c)' in AwayTeam[i]: + AwayTeam[i] = AwayTeam[i].replace(' (c)','') + AwayCapt = AwayTeam[i] + if ' †' in AwayTeam[i]: + AwayTeam[i] = AwayTeam[i].replace(' †','') + AwayWK = AwayTeam[i] + if 'jnr' in AwayTeam[i]: + AwayTeam[i] = AwayTeam[i].replace('jnr', ' jnr') + continue + if 'snr' in AwayTeam[i]: + AwayTeam[i] = AwayTeam[i].replace('snr', ' snr') + AwayTeamData = ReadPlayers (AwayTeam, ValidTests[q][2]) + #print (HomeTeamData, AwayTeamData) + + return [ValidTests[q][1], HomeTeamData, HomeCapt, HomeWK, ValidTests[q][2], AwayTeamData, AwayCapt, AwayWK, y] + + + + def Choice (x): global TeamName, FirstYear, LastYear - mode = CustomOrHistorical (x) #returns either 'historical' or 'custom' + mode = CustomOrHistorical (x) #returns either 'historical'. 'custom' or recreate if mode == 'historical': Years = HistoricalYearsSelect (x) Range = Years.split('-') @@ -310,6 +480,10 @@ def Choice (x): Players = CustomSelect (x) return Players + elif mode == 'recreate': + return 'recreate' + + @@ -333,7 +507,6 @@ def Select (Players): global BowlCount, SpinCount, customteamsave, PaceFactor, SpinFactor import random from operator import itemgetter - #print (Players) SelectedTeam = [] OpenCount = 0 #these variables track the various types of players in the team @@ -414,16 +587,21 @@ def Select (Players): Players.remove(Keepers[0]) else: Players.sort(key = lambda x: x[1] + 15*(random.random() - random.random()), reverse = True) - Players[0][3] = Players[0][3] + 'FakeWK' #if there's no keepers in the pool, pick a non-WK, label with FakeWK + #Players[0][3] = Players[0][3] + 'FakeWK' #if there's no keepers in the pool, pick a non-WK, label with FakeWK SelectedTeam.append(Players[0]) - WKName = Players[0][0] + WKName = 'WK NEEDED!!!' Players.remove(Players[0]) PaceCount = 0 for i in range (0, len(SelectedTeam)): #count the number of bowlers, pacers, spinners in the team - if 'Bat' not in SelectedTeam[i][3] and 'WK' not in SelectedTeam[i][3] and 'Part' not in SelectedTeam[i][3] and SelectedTeam[i][1] < 30: - BowlCount = BowlCount+1 + if 'Bat' not in SelectedTeam[i][3] and 'WK' not in SelectedTeam[i][3] and 'Part' not in SelectedTeam[i][3]: + if SelectedTeam[i][1] < 30: + BowlCount = BowlCount+1 + elif SelectedTeam[i][1] < 40: + BowlCount = BowlCount + 0.5 + else: + BowlCount = BowlCount + (1/4) if 'Spin' in SelectedTeam[i][3] and 'Part' not in SelectedTeam[i][3]: SpinCount = SpinCount + 1 if ('Fast' in SelectedTeam[i][3] or 'Med' in SelectedTeam[i][3]) and 'Part' not in SelectedTeam[i][3]: @@ -435,34 +613,46 @@ def Value (x): #defining how to calculate the value of the remaining players return x[1]/(PaceFactor*SpinFactor) + 5*(random.random()-random.random()) elif 'Part' in x[3]: if PaceCount < 2 and 'Spin' not in x[3]: #batting average + 50-BowlAv - return (x[1]/(PaceFactor*SpinFactor) + (max(0, (50-x[2])))) + 5*(random.random()-random.random()) + return (x[1]/(PaceFactor*SpinFactor) + (max(0, (50-x[2]))))/2 + 5*(random.random()-random.random()) else: - return (x[1]/(PaceFactor*SpinFactor) + (max(0, (50-x[2])))) + 5*(random.random()-random.random()) + return (x[1]/(PaceFactor*SpinFactor) + (max(0, (50-x[2]))))/2 + 5*(random.random()-random.random()) else: if 'Spin' in x[3] and 'Part' not in x[3]: #the value of bowling average is modified by the makeup of the rest of the side and the pitch conditions if SpinCount > 0: - return (x[1]/(PaceFactor*SpinFactor) + (max(0, (45-x[2])*(PaceFactor/SpinFactor)) * (45/BowlCount**3)) + 5*(random.random()-random.random())) + return (x[1]/(PaceFactor*SpinFactor) + (max(0, (45-x[2])*(PaceFactor/SpinFactor)) * (250/BowlCount**4)) + 5*(random.random()-random.random())) else: - return (x[1]/(PaceFactor*SpinFactor) + (max(0, (45-x[2])*(PaceFactor/SpinFactor)) * (120/BowlCount**3)) + 5*(random.random()-random.random())) + return (x[1]/(PaceFactor*SpinFactor) + (max(0, (50-x[2])*(PaceFactor/SpinFactor)) * (500/BowlCount**4)) + 5*(random.random()-random.random())) else: if PaceCount <2: - return (x[1]/(PaceFactor*SpinFactor) + (max(0, (50-x[2])*(SpinFactor/PaceFactor)) * (90/BowlCount**3)) + 5*(random.random()-random.random())) + return (x[1]/(PaceFactor*SpinFactor) + (max(0, (50-x[2])*(SpinFactor/PaceFactor)) * (250/BowlCount**4)) + 5*(random.random()-random.random())) else: - return (x[1]/(PaceFactor*SpinFactor) + (max(0, (45-x[2])*(SpinFactor/PaceFactor)) * (90/BowlCount**3)) + 5*(random.random()-random.random())) + return (x[1]/(PaceFactor*SpinFactor) + (max(0, (45-x[2])*(SpinFactor/PaceFactor)) * (250/BowlCount**4)) + 5*(random.random()-random.random())) n = len(SelectedTeam) for i in range (n, 11): #fill the team up to 11 players Players.sort(key = lambda x: Value (x), reverse = True) #resort by the adjusted value function after each player is selected SelectedTeam.append(Players[0]) #add the players Players.pop(0) - if 'Bat' not in SelectedTeam[i][3] and 'WK' not in SelectedTeam[i][3] and 'Part' not in SelectedTeam[i][3] and SelectedTeam[i][1] < 30: - BowlCount = BowlCount+1 + if 'Bat' not in SelectedTeam[i][3] and 'WK' not in SelectedTeam[i][3] and 'Part' not in SelectedTeam[i][3]: + if SelectedTeam[i][1] < 30: + BowlCount = BowlCount+1 + elif SelectedTeam[i][1] < 40: + BowlCount = BowlCount + 0.5 + else: + BowlCount = BowlCount + (1/4) if 'Spin' in SelectedTeam[i][3] and 'Part' not in SelectedTeam[i][3]: SpinCount = SpinCount + 1 if 'Fast' in SelectedTeam[i][3] or 'Med' in SelectedTeam[i][3]: PaceCount = PaceCount + 1 + if WKName == 'WK NEEDED!!!': + for i in range (10): + SelectedTeam.sort(key = lambda x: x[2], reverse = True) + WKName = SelectedTeam[0][0] + SelectedTeam[0][3] = SelectedTeam[0][3] + 'FakeWK' + + def Order (y): #putting the selected players in batting order Lineup = [] #print (y) @@ -471,13 +661,13 @@ def Order (y): #putting the selected players in batting order for i in q: if 'Open' in i[3]: i.append(1) #adds value for openers + if 'FillIn' in i[3]: + i.append(0.7) if 'WK' in i[3]: try: i[9] = i[9] - 0.5 #reduces the value for keeper-openers except: i.append(0) - if 'FillIn' in i[3]: - i.append(0.7) if 'Open' not in i[3] and 'WK' not in i[3] and 'FillIn' not in i[3]: i.append(0) @@ -504,7 +694,7 @@ def Position (x): Lineup.append(q[i]) for j in range (0,11): #add the remaining players to the order print (Lineup[j][0]) - time.sleep (0.8) + # time.sleep (0.8) Lineup[j].pop() return (Lineup) @@ -520,6 +710,7 @@ def DataConvert (x): Roles = [] ERs = [] for i in range (0, len(x)): #turns the player-by-player data into category-by-category + #print (x[i]) Names.append(x[i][0]) BatAvs.append(x[i][1]) BowlAvs.append(x[i][2]) @@ -536,106 +727,135 @@ def CaptainSelect(x): # THE FUNCTIONS ABOVE ARE CALLED IN THIS SECTION -PaceFactor = 0.75 + 0.25*random.random() + 0.25*random.random() #how good the pitch is for pace. 0.75-1.25, lower is better for bowling +PaceFactor = 1 + (0.3*random.random()) * (random.random()-random.random()) #how good the pitch is for pace. 0.75-1.25, lower is better for bowling #PaceFactor = 1.1 -SpinFactor = 0.75 + 0.25*random.random() + 0.25*random.random() #same for spin +SpinFactor = 1 + (0.3*random.random()) * (random.random()-random.random()) #same for spin #SpinFactor = 0.75 print ('') -#print (PaceFactor, SpinFactor) -if PaceFactor < 0.9 and SpinFactor < 0.9: #prints a report based on the pitch - if PaceFactor*SpinFactor > 0.7: - print ('Pitch report: good for bowling.') - else: - print ('Pitch report: GREAT for bowling.') -elif PaceFactor < 0.9 and SpinFactor > 0.9: - if PaceFactor > 0.8: - print ('Pitch report: Good for seam bowlers.') - else: - print ('Pitch report: GREAT for seam bowlers!') -elif PaceFactor >0.9 and SpinFactor <0.9: - if SpinFactor > 0.8: - print ('Pitch report: Good for spinners.') +def PitchReport(PaceFactor, SpinFactor): + if PaceFactor < 0.9 and SpinFactor < 0.9: #prints a report based on the pitch + if PaceFactor*SpinFactor > 0.7: + print ('Pitch report: good for bowling.') + else: + print ('Pitch report: GREAT for bowling.') + elif PaceFactor < 0.9 and SpinFactor > 0.9: + if PaceFactor > 0.8: + print ('Pitch report: Good for seam bowlers.') + else: + print ('Pitch report: GREAT for seam bowlers!') + elif PaceFactor >0.9 and SpinFactor <0.9: + if SpinFactor > 0.8: + print ('Pitch report: Good for spinners.') + else: + print ('Pitch report: GREAT for spinners.') + elif PaceFactor*SpinFactor < 1.1: + print ('Pitch report: even battle between bat and ball.') + elif PaceFactor*SpinFactor < 1.3: + print ('Pitch report: good for batting.') else: - print ('Pitch report: GREAT for spinners.') -elif PaceFactor*SpinFactor < 1.1: - print ('Pitch report: even battle between bat and ball.') -elif PaceFactor*SpinFactor < 1.3: - print ('Pitch report: good for batting.') -else: - print ('Pich report: looks like a road! GREAT for batting.') - -print ('') -print ('Team One') -print ('') + print ('Pich report: looks like a road! GREAT for batting.') Team1Name = '' Team1Years = '' - -x = 0 -while x < 1: - Players = Choice (x) - try: #if the selected team fails, add one year on either end and try again - SelectedTeam = Select (Players) - x = 1 - except: - print ('That combination of year and team is not possible.') - print ('') -t = DataConvert (SelectedTeam) x = 0 +print ('') +print ('Home Team') +print ('') + +Players = Choice (x) -Team1Name = TeamName #putting the data into the right format -Team1 = t[0] -Team1BatAvs = t[1] -Team1BowlAvs = t[2] -Team1Roles = t[3] -Team1ERs = t[4] -Team1Captain = CaptainSelect (SelectedTeam) -for i in range (0, 11): #selecting the lowest-batting WK to be the keeper - if 'WK' in t[3][i]: - Team1WK = t[0][i] - if t[4][i] == 0: #fixing 0 ERs - t[4][i] == 0.7 - - -if FirstYear != LastYear: #setting up the years for the scorecard - Team1Years = (str(FirstYear)) + ' - ' + str(LastYear) -else: - Team1Years = (str(LastYear)) +if Players != 'recreate': + x = 0 + while x < 1: + try: #if the selected team fails, ask again + SelectedTeam = Select (Players) + x = 1 + except: + print ('That combination of year and team is not possible.') + print ('') + Players = Choice (x) + t = DataConvert (SelectedTeam) + x = 0 -print ('') + Team1Name = TeamName #putting the data into the right format + Team1 = t[0] + Team1BatAvs = t[1] + Team1BowlAvs = t[2] + Team1Roles = t[3] + Team1ERs = t[4] + Team1Captain = CaptainSelect (SelectedTeam) + for i in range (0, 11): #selecting the lowest-batting WK to be the keeper + if 'WK' in t[3][i]: + Team1WK = t[0][i] + if t[4][i] == 0: #fixing 0 ERs + t[4][i] == 0.7 + + + if FirstYear != LastYear: #setting up the years for the scorecard + Team1Years = (str(FirstYear)) + ' - ' + str(LastYear) + else: + Team1Years = (str(LastYear)) -print ('Team Two') -print ('') + print ('') -x = 0 -while x < 1: #duplicates the process for Team Two - Players = Choice (x) - try: #if the selected team fails, add one year on either end and try again - SelectedTeam = Select (Players) - x = 1 - except: - print ('That combination of year and team is not possible.') -t = DataConvert (SelectedTeam) -x = 0 + print ('Away Team') + print ('') -Team2Name = TeamName -Team2 = t[0] -Team2BatAvs = t[1] -Team2BowlAvs = t[2] -Team2Roles = t[3] -Team2ERs = t[4] -Team2Captain = CaptainSelect (SelectedTeam) -for i in range (0, 11): - if 'WK' in t[3][i]: - Team2WK = t[0][i] - if t[4][i] == 0: #fixing 0 ERs - t[4][i] == 0.7 + x = 0 + while x < 1: #duplicates the process for Team Two + Players = Choice (x) + try: #if the selected team fails, add one year on either end and try again + SelectedTeam = Select (Players) + x = 1 + except: + print ('That combination of year and team is not possible.') + t = DataConvert (SelectedTeam) + x = 0 + Team2Name = TeamName + Team2 = t[0] + Team2BatAvs = t[1] + Team2BowlAvs = t[2] + Team2Roles = t[3] + Team2ERs = t[4] + Team2Captain = CaptainSelect (SelectedTeam) + for i in range (0, 11): + if 'WK' in t[3][i]: + Team2WK = t[0][i] + if t[4][i] == 0: #fixing 0 ERs + t[4][i] == 0.7 +else: + RealTest = RecreateSelect (x) + #print (RealTest) + #(ValidTests[q][1], HomeTeamData, HomeCapt, HomeWK, ValidTests[q][2], AwayTeamData, AwayCapt, AwayWK, Year) + Team1Name = RealTest[0] + #RealLineup = Select (RealTest[1]) + a = DataConvert(RealTest[1]) + Team1 = a[0] + Team1BatAvs = a[1] + Team1BowlAvs = a[2] + Team1Roles = a[3] + Team1ERs = a[4] + Team1Captain = RealTest[2].replace(' (c)','') + Team1WK = RealTest[3] + Team1Years = str(RealTest[8]) + Team2Name = RealTest[4] + #RealLineup = Select (RealTest[5]) + b = DataConvert(RealTest[5]) + Team2 = b[0] + Team2BatAvs = b[1] + Team2BowlAvs = b[2] + Team2Roles = b[3] + Team2ERs = b[4] + Team2Captain = RealTest[6] + Team2WK = RealTest[7] + FirstYear = RealTest[8] + LastYear = RealTest[8] Team1BatAbi = [] Team1BowlAbi = [] @@ -658,6 +878,8 @@ def CaptainSelect(x): Team1Name = str(str(Team1Name) + ' ' + str(Team1Years)) Team2Name = str(str(Team2Name) + ' ' + str(Team2Years)) +print('') +PitchReport (PaceFactor, SpinFactor) PaceFactor = PaceFactor**0.5 #square root applied to both runs/ball and wickets/ball combines to make the average a multiple of the factor SpinFactor = SpinFactor**0.5 @@ -933,7 +1155,7 @@ def ball (x): #function for each ball #works out the batsman's form - i.e. how set he is at the crease - as a function of runs scored and balls faced. max is 1.1, min is 0.9 #last variable is a penalty for having played very long innings for tiredness - Form = 0.9 + min(0.10, (card[Position+1][2]/500)) + min(0.1,(card[Position+1][1]/250)) + min(0, ((200-card[Position+1][2])/1000)) + Form = 0.9 + min(0.10, (card[Position+1][2]/500)) + min(0.1,(card[Position+1][1]/250)) + min(0, ((200-card[Position+1][2])/2000)) if ((TotalOvers+OverCount) % 90) < 6: #form can't be > 0.9 for the first five overs of the day Form = min(Form, 0.9) @@ -1175,7 +1397,7 @@ def BowlChoice (x): #function to decide who bowls the next over if Team2[q-1] == Bowl1: #bowling is changing d = 500 if OverCount < 50 and ('Part' in Team2Roles[q-1] or 'Bat' in Team2Roles[q-1]): #less likely to pick rare bowler in first 50 overs - d = d+20 + d = d+100 Partnership = (Score+RunsOver) - FallOfWicket[-1] if Partnership > 150 and ('Part' in Team2Roles[q-1] or 'Bat' in Team2Roles[q-1]): #but more likely to try and break a long partnership d = d-20 @@ -1192,6 +1414,9 @@ def BowlChoice (x): #function to decide who bowls the next over else: c = 0.1 - ((d-80)/1500) + if c <= 0: + c = (1/1500) + b = random.random() if b < c and SpellCount[q][0] != Bowl2 and SpellCount[q][0] != Team2WK: #sees if the probability is met t = 1 @@ -1400,7 +1625,7 @@ def over (x): #module calls or contains everything to run an over if Wickets > 6 and Target-Score > 50 and RemainingOvers < 50: #if close to losing, play carefully AggFactor = 0.7 if (Target-Score)/RemainingOvers < (10-Wickets) and RemainingOvers < 25: #if you need to push the pace, bat harder - if RemainingOvers < 5 and 25 < (Target-Score) < 50 and Wickets < 8: + if RemainingOvers <= 5 and (Target-Score) < 50 and Wickets < 8: AggFactor = 1 + 2*((Target-Score)/RemainingOvers) else: AggFactor = 1+((10-Wickets)/10) @@ -1674,6 +1899,8 @@ def innings (BatTeam): #contains each innings Results.write(str(' ' + str(FallOfWicket[w]) + '-' + str(w+1) + ' ')) print (' ') Results.write('\n') + else: + Results.write('\n') Results.write('\n') @@ -1701,7 +1928,7 @@ def innings (BatTeam): #contains each innings time.sleep(delay*2) print ('') #results - if Innings == 3 and Wickets == 10 and ((GameScores[1] + GameScores[9]) > (Score+GameScores[5])): #if the team batting fourth is bowled out + if Innings == 3 and Wickets == 10 and ((GameScores[1] + GameScores[9]) > (Score+GameScores[5])) and FollowOn==False: #if the team batting fourth is bowled out print (str(str(BowlTeam) + ' wins by ' +str((GameScores[1] + GameScores[9])-(Score+GameScores[5]))) + ' runs.') Results.write((str(str(BowlTeam) + ' wins by ' +str((GameScores[1] + GameScores[9])-(Score+GameScores[5]))) + ' runs.')) for i in range (0, 22): #Man of Match winning team bonus @@ -1720,8 +1947,8 @@ def innings (BatTeam): #contains each innings if MOM[i][0] in Team1: MOM[i][1] = MOM[i][1] + 100 elif Innings == 3 and FollowOn==True and Wickets == 10 and (Score+GameScores[1]) < (GameScores[5] + GameScores[9]): #if team follows on and wins - print (str(str(BowlTeam) + ' wins by ' +str((GameScores[1] + GameScores[9])-(Score+GameScores[5]))) + ' runs.') - Results.write((str(str(BowlTeam) + ' wins by ' +str((GameScores[1] + GameScores[9])-(Score+GameScores[5]))) + ' runs.')) + print (str(str(BowlTeam) + ' wins by ' +str((GameScores[5] + GameScores[9])-(Score+GameScores[1]))) + ' runs.') + Results.write((str(str(BowlTeam) + ' wins by ' +str((GameScores[5] + GameScores[9])-(Score+GameScores[1]))) + ' runs.')) for i in range (0, 22): #Man of Match winning team bonus if MOM[i][0] in Team2: MOM[i][1] = MOM[i][1] + 100 @@ -1829,7 +2056,7 @@ def switch (a): #this is the module which swaps sides to start a new innings. ru print () -WinningTeam = '' +WinningTeam = [] FollowOn = False innings (BatTeam) #innings 1 if GameOvers < OverCount+TotalOvers: #if a draw @@ -1841,7 +2068,7 @@ def switch (a): #this is the module which swaps sides to start a new innings. ru switch (x) innings (BatTeam) #innings 2 switch (x) - if GameOvers <= OverCount+TotalOvers: + if GameOvers <= OverCount+TotalOvers and Wickets != 10: print ('Match Drawn.') Results = open('scorecard.txt', 'a') Results.write('Match Drawn.') @@ -1851,7 +2078,7 @@ def switch (a): #this is the module which swaps sides to start a new innings. ru print ('Follow-on enforced.') switch (x) innings (BatTeam) #innings 3 - if GameOvers <= OverCount+TotalOvers: + if GameOvers <= OverCount+TotalOvers and Wickets != 10: print ('Match Drawn.') Results = open('scorecard.txt', 'a') Results.write('Match Drawn.') @@ -1868,7 +2095,7 @@ def switch (a): #this is the module which swaps sides to start a new innings. ru print (str( str(BatTeam) + ' wins by an innings and ' + str(GameScores[1]-(GameScores[5] + GameScores[9])) + ' runs.')) Results.write(str( str(BatTeam) + ' wins by an innings and ' + str((GameScores[1]-GameScores[5]-GameScores[9])) + ' runs.')) Results.close() - WinningTeam = BatTeam + WinningTeam = BowlTeam else: innings(BatTeam) #innings3 if Score + GameScores[1] < GameScores[5] and Wickets == 10: @@ -1876,8 +2103,8 @@ def switch (a): #this is the module which swaps sides to start a new innings. ru Results = open('scorecard.txt', 'a') Results.write(str( str(BowlTeam) + ' wins by an innings and ' + str((GameScores[5]-GameScores[1]-Score)) + ' runs.')) Results.close() - WinningTeam=BowlTeam - elif GameOvers <= OverCount+TotalOvers: + WinningTeam = BowlTeam + elif GameOvers <= OverCount+TotalOvers and Wickets != 10: print ('Match Drawn.') Results = open('scorecard.txt', 'a') Results.write('Match Drawn.') @@ -1892,7 +2119,12 @@ def switch (a): #this is the module which swaps sides to start a new innings. ru if MOM[i][0] in WinningTeam: MOM[i][1] = MOM[i][1] + 100 #winning team gets a 100point MOM bonus -if GameOvers <= OverCount+TotalOvers: +scorecard = [] +aa = open('scorecard.txt', 'r') +for line in aa: + scorecard.append(line) + +if GameOvers <= OverCount+TotalOvers and 'Match Drawn' not in scorecard: print ('Match Drawn.') Results = open('scorecard.txt', 'a') Results.write('Match Drawn.') @@ -1905,10 +2137,11 @@ def switch (a): #this is the module which swaps sides to start a new innings. ru Results.write('\n') Results.write( str ('Man of the Match: ' + str(MOM[0][0]))) Results.write('\n') -Results.write('\n') -Results.write(str('Pitch: Pace ' +str(round(PaceFactor**2,2)) + ', Spin ' + str(round(SpinFactor**2,2)))) +PaceFactor, SpinFactor = PaceFactor**2, SpinFactor**2 +Results.write('Pace: {}, Spin: {}'.format(round(PaceFactor,2), round(SpinFactor,2))) Results.close() - +PitchReport (PaceFactor, SpinFactor) print ('Results saved to scorecard.txt') + print ('') print ('') #end of program diff --git a/customleague.py b/customleague.py new file mode 100644 index 0000000..a83112e --- /dev/null +++ b/customleague.py @@ -0,0 +1,438 @@ +import random, time, os, pexpect, shutil + +print ('') +print ('') + +y = 0 +Number = 'tbc' +Games = 0 + +def PossibleTeams (x): + global CustomTeams + PossibleTeams = [] + CustomTeams = [] + with open ('customteams.txt') as g: #reads customteams.txt + for line in g: + CustomTeams.append(line) + for i in range (0, len(CustomTeams)): + try: + if CustomTeams[i] == '\n': #finds the team names following a blank line + PossibleTeams.append(CustomTeams[i+1][0:-1]) #adds the names to PossibleTeams + except: + continue + return PossibleTeams + +def DataValidation (x): + global PlayersTemp + for i in range (0, x): #turns the data into the right formats + PlayersTemp[i] = PlayersTemp[i][1:-1] + PlayersTemp[i] = PlayersTemp[i].split(', ') + PlayersTemp[i][0] = PlayersTemp[i][0][1:-1] + PlayersTemp[i][1] = float(PlayersTemp[i][1]) + PlayersTemp[i][2] = float(PlayersTemp[i][2]) + PlayersTemp[i][3] = PlayersTemp[i][3][1:-1] + PlayersTemp[i][4] = int(PlayersTemp[i][4]) + PlayersTemp[i][5] = int(PlayersTemp[i][5]) + PlayersTemp[i][6] = float(PlayersTemp[i][6]) + PlayersTemp[i][7] = float(PlayersTemp[i][7]) + PlayersTemp[i][8] = int(PlayersTemp[i][8]) + +def CustomSelect (x): + global PlayersTemp, CustomTeams, TeamName + PlayersTemp = [] + z = '' + + while z != 'l' and z != 'n': #loops until given acceptable input + z = str(input ("Type 'l' to load a saved custom team, or 'n' to select a new one. ")) + + + if z == 'n': #new custom team + Players = [] + with open('alldata.txt') as f: + for line in f: + PlayersTemp.append(line[0:-1]) #opens the data of all players and adds it to the set PlayersTemp + DataValidation(len(PlayersTemp)) #corrects the format for all the Players in PlayersTemp + + TeamName = str(input ('Input the name of the custom team. ')) + n = 0 #number of players in custom team + while n < 11: + PlayerName = str(input("Please enter a player's name. ")) + success = 0 #tracks for a successful match + PartialMatches = [] + for i in range (0, len(PlayersTemp)): #all players in DB + if PlayerName == PlayersTemp[i][0]: #if the name is in.. + Players.append(PlayersTemp[i]) #add the data to stats + print ('Success - Player in database added to team.') + print (PlayersTemp[i][0:6]) + n = n+1 + success = 1 + break #stop searching + elif PlayerName in PlayersTemp[i][0]: #partial match + PartialMatches.append(PlayersTemp[i][0]) + + + if success == 0: #searched every player - found no matching names + if len(PartialMatches) == 0: + print ('Player not found, please try again.' ) + else: + print ('Did you mean one of these players? ' + str(PartialMatches)) + + + moreoption = '' + while moreoption != 'n': #asking user if they want to continue past 11 players + moreoption = str( input ("Type 'y' to add more players to squad, or 'n' to stop. ")) + if moreoption == 'n': + break + if moreoption == 'y': + PlayerName = str(input("Please enter a player's name. ")) + success = 0 #tracks for a successful match + for i in range (0, len(PlayersTemp)): #all players in DB + if PlayerName == PlayersTemp[i][0]: #if the name is in.. + Players.append(PlayersTemp[i]) #add the data to stats + print ('Success - Player in database added to team.') + print (PlayersTemp[i][0:6]) + n = n+1 + success = 1 + break #stop searching + elif PlayerName in PlayersTemp[i][0]: #partial match + PartialMatches.append(PlayersTemp[i][0]) + + + if success == 0: #searched every player - found no matching names + if len(PartialMatches) == 0: + print ('Player not found, please try again.' ) + else: + print ('Did you mean one of these players? ' + str(PartialMatches)) #offers possibilities + + with open('customteams.txt', 'a') as customfile: + customfile.write(str(TeamName)) #write the team name to customteams.txt + customfile.write('\n') #new line + for i in range (0, len(Players)): + customfile.write(str(Players[i])) #writes each player's data to customteams.txt + customfile.write('\n') + customfile.write('\n') #blank line after the team is finished + print ('Team saved to customteams.txt') + return TeamName + + + + elif z == 'l': #load custom team + valid = 0 + Options = PossibleTeams(x) + Players = [] + + while valid == 0: #checks if a valid team has been selected + TeamName = str(input (str('Select a team from: ' +str(Options) + ' '))) #finds names of all saved teams + if TeamName in Options: + valid = 1 #stop checking for teams + return TeamName + +while type(Number) != int: + try: + Number = int(input('How many teams should be in the league? ')) + except: + print('Invalid input.') + +Teams = [] + +print ('Team selection: ') + +while len (Teams) < Number: + team = CustomSelect (y) + Teams.append(team) + +Teams.sort(key = lambda x: random.random()) + +while Games < 1 or Games > 20: + Games = input('How many times should the teams play each other? ') + try: + Games = int(Games) + except: + print ('Invalid input.') + Games = 0 + +folder = str(input('Input the name of the folder to save scorecards to. ')) + +try: + os.mkdir(folder) +except: + y = y + +print ('') + +def game (x,y,z): + cricket = pexpect.spawn('python3 cricket.py') + time.sleep (0.1) + cricket.expect("Type 'h' for historical teams, 'c' for custom teams, or 'r' to recreate a real test match. ") + cricket.sendline ('c') + time.sleep (0.2) + cricket.expect("Type 'l' to load a saved custom team, or 'n' to select a new one.") + cricket.sendline ('l') + time.sleep (0.1) + cricket.expect("Select a team") + cricket.sendline (y) + time.sleep (0.1) + cricket.expect("Type 'h' for historical teams, 'c' for custom teams, or 'r' to recreate a real test match. ") + cricket.sendline ('c') + time.sleep (0.2) + cricket.expect("Type 'l' to load a saved custom team, or 'n' to select a new one.") + cricket.sendline ('l') + time.sleep (0.1) + cricket.expect("Select a team") + cricket.sendline (z) + time.sleep (0.1) + cricket.expect_exact('Enter "slow" to watch the game in over-by-over mode, or anything else to proceed with quicksim.') + cricket.sendline (' ' ) + time.sleep (1) + cricket.expect('Man of the Match:') + shutil.copy('scorecard.txt','{}/scorecard{}.txt'.format(folder, x)) + print ('Game {} simulated.'.format(x)) + +y = str(y) +n = 1 +for a in range (Games): + for i in range (len(Teams)-1): + for j in range (0, len(Teams)-i-1): + game (n, Teams[i], Teams[i+j+1]) + f=open('{}/scorecard{}.txt'.format(folder, n),'r') + result = f.readlines()[-3] + f.close() + e=open('{}/results.txt'.format(folder),'a') + e.write('{} v. {} - '.format(Teams[i], Teams[i+j+1])) + e.write(result) + e.close() + print('{} v. {}'.format(Teams[i], Teams[i+j+1])) + print (result) + n = n + 1 + +TotalGames = n +#Team, Games, Wins, Losses, Draws, Innings Wins +Table = [] +Results = [] + +g = open('{}/results.txt'.format(folder),'r') +for line in g: + Results.append(line) +g.close() + +for i in range(len(Teams)): + Table.append([Teams[i],0,0,0,0,0]) + for j in range(len(Results)): + if Teams[i] in Results[j]: + Table[i][1] = Table[i][1] + 1 + if Results[j].count(Teams[i]) == 2: + Table[i][2] = Table[i][2] + 1 + if 'innings' in Results[j]: + Table[i][5] = Table[i][5] + 1 + elif 'Drawn' in Results[j] or 'tied' in Results[j]: + Table[i][4] = Table[i][4] + 1 + else: + Table[i][3] = Table[i][3] + 1 + +Table.sort(key=lambda x: x[2]*3.01 + x[4] + x[5], reverse = True) + +print('Team Games Wins Losses Draws Innings Wins') +e = open('{}/table.txt'.format(folder),'a') +e.write('Team Games Wins Losses Draws Innings Wins') +e.write('\n') +for i in range(len(Table)): + print('{} {} {} {} {} {}'.format(Table[i][0].ljust(30),Table[i][1],Table[i][2],Table[i][3],Table[i][4],Table[i][5])) + e.write('{} {} {} {} {} {}'.format(Table[i][0].ljust(30),str(Table[i][1]).ljust(2),str(Table[i][2]).ljust(2),str(Table[i][3]).ljust(2),str(Table[i][4]).ljust(2),str(Table[i][5]).ljust(2))) + e.write('\n') +e.close() + +print('') +print ('Final:') +game (n, Table[0][0], Table[1][0]) +f=open('{}/scorecard{}.txt'.format(folder, n),'r') +result = f.readlines()[-3] +f.close() +e=open('{}/results.txt'.format(folder),'a') +e.write('{} v. {} - '.format(Table[0][0], Table[1][0])) +e.write(result) +e.close() +print('{} v. {}'.format(Table[0][0], Table[1][0])) +print (result) + +for j in range (1, n): + scorecard = [] + f = open('{}/scorecard{}.txt'.format(folder,j),'r') + for line in f: + scorecard.append(line) + f.close() + + def batcard (x, y): + for i in range (x, y): + n = scorecard[i].rfind('(') + balls = int(scorecard[i][n+1:-2]) + runs = int(scorecard[i][n-4:n-1]) + if '*+' in scorecard[i]: + nameandout = scorecard[i][2:n-5].split(' ') + else: + nameandout = scorecard[i][1:n-5].split(' ') + if nameandout[-1] == '': + nameandout.pop() + name = nameandout[0] + dismissal = nameandout[-1] + dismissal = dismissal.strip() + if dismissal == 'not out' or dismissal == '': + outs = 0 + else: + outs = 1 + g.write('{}, {}, {}, {}'.format(name, outs, runs, balls)) + g.write('\n') + + def breakfind(x, y): + for i in range (x, y): + if scorecard[i] == '\n': + return i + break + + def bowlcard (x, y): + for i in range (x, y): + scorecard[i] = scorecard[i].split('- ') + scorecard[i][0] = scorecard[i][0].split(' ') + name = scorecard[i][0][0] + name = name.strip() + overs = int(scorecard[i][0][-1]) + maidens = int(scorecard[i][1]) + runs = int(scorecard[i][2]) + wickets = int(scorecard[i][3][:-1]) + g.write('{}, {}, {}, {}, {}'.format(name, overs, maidens, runs, wickets)) + g.write('\n') + + + g = open('{}/rawstats.txt'.format(folder),'a') + + batcard (5, 16) + a = breakfind (19, 30) + bowlcard (19, a) + + batcard (a+2, a+13) + b = breakfind (a+16, a+27) + bowlcard (a+16, b) + + try: + batcard (b+2, b+13) + c = breakfind (b+16, b+27) + bowlcard (b+16, c) + except: + continue + + try: + batcard (c+2, c+13) + d = breakfind (c+16, c+27) + bowlcard (c+16, d) + except: + continue + + g.close() + +f = open('{}/rawstats.txt'.format(folder),'r') +stats = [] +for line in f: + line = line.split(',') + line[1] = int(line[1]) + line[2] = int(line[2]) + line[3] = int(line[3]) + try: + line[4] = int(line[4]) + except: + line = line + stats.append(line) + +batnames = [] +bowlnames = [] +batstats = [] +bowlstats = [] + +for i in range (len(stats)): + if len(stats[i]) == 4: + if stats[i][0] not in batnames: + batnames.append(stats[i][0]) + else: + if stats[i][0] not in bowlnames: + bowlnames.append(stats[i][0]) + +for j in range (len(batnames)): + batstats.append([batnames[j],0,0,0]) + for i in range (len(stats)): + if len(stats[i]) == 4 and stats[i][0] == batstats[j][0]: + batstats[j][1] = batstats[j][1] + stats[i][1] + batstats[j][2] = batstats[j][2] + stats[i][2] + batstats[j][3] = batstats[j][3] + stats[i][3] + if batstats[j][1] == 0: + batstats[j][1] = 1 + + +for j in range (len(bowlnames)): + bowlstats.append([bowlnames[j],0,0,0,0]) + for i in range (len(stats)): + if len(stats[i]) == 5 and stats[i][0] == bowlstats[j][0]: + bowlstats[j][1] = bowlstats[j][1] + stats[i][1] + bowlstats[j][2] = bowlstats[j][2] + stats[i][2] + bowlstats[j][3] = bowlstats[j][3] + stats[i][3] + bowlstats[j][4] = bowlstats[j][4] + stats[i][4] + +batstats.sort(key=lambda x: x[2], reverse = True) +bowlstats.sort(key=lambda x: x[4], reverse = True) + +runssum = 0 +wicketssum = 0 + +g = open('{}/stats.txt'.format(folder),'a') +for i in range (len(batnames)): + g.write('{} - {} runs @ {}'.format(batstats[i][0], batstats[i][2], (round(batstats[i][2]/batstats[i][1],2)))) + g.write('\n') + runssum = runssum + batstats[i][2] + wicketssum = wicketssum + batstats[i][1] +g.close() +print ('') +h = open('{}/stats.txt'.format(folder),'a') + +for i in range (len(bowlnames)): + if bowlstats[i][4] > 0: + h.write('{} - {} wickets @ {} (ER: {}, SR: {})'.format(bowlstats[i][0], bowlstats[i][4], round((bowlstats[i][3]/bowlstats[i][4]),2), round((bowlstats[i][3]/bowlstats[i][1]),2),round((6*bowlstats[i][1]/bowlstats[i][4]),2))) + h.write('\n') +h.close() + +for i in range (10): + print ('{} - {} runs @ {}'.format(batstats[i][0], batstats[i][2], (round(batstats[i][2]/batstats[i][1],2)))) +print ('') +for i in range (10): + print ('{} - {} wickets @ {}'.format(bowlstats[i][0], bowlstats[i][4], round(bowlstats[i][3]/bowlstats[i][4],2))) + +print ('') + +for i in range (len(batnames)): + for j in range (len(bowlnames)): + if bowlstats[j][4] > 0 and batstats[i][1] > 0: + if batstats[i][0] == bowlstats[j][0]: + if batstats[i][2]/batstats[i][1] > 35 and batstats[i][1] > 3 and bowlstats[j][3]/bowlstats[j][4] < 35 and bowlstats[j][4] > 8: + print ('{} - {} runs @ {}, {} wickets @ {}'.format(batstats[i][0], batstats[i][2], (round(batstats[i][2]/batstats[i][1],2)), bowlstats[j][4], round(bowlstats[j][3]/bowlstats[j][4],2))) + +innings = [x for x in stats if len(x) == 4] +bowling = [x for x in stats if len(x) == 5] + +innings.sort(key = lambda x: x[2], reverse = True) + +print ('') + +if innings[0][1] == 1: + print ('Top score: {} - {}'.format(innings[0][0], innings[0][2])) +else: + print ('Top score: {} - {}*'.format(innings[0][0], innings[0][2])) + +print ('') + +bowling.sort(key = lambda x: x[3]) +bowling.sort(key = lambda x: x[4], reverse = True) + +print ('Best bowling: {} {} - {} - {} - {}'.format(bowling[0][0], bowling[0][1], bowling[0][2], bowling[0][3], bowling[0][4])) + +print ('') + +print ('Overall: {} runs, {} wickets @ {}.'.format(runssum, wicketssum, (runssum/wicketssum))) + +print ('') +print ('') diff --git a/customseries.py b/customseries.py new file mode 100644 index 0000000..a1b4fd8 --- /dev/null +++ b/customseries.py @@ -0,0 +1,394 @@ +import pexpect, time, shutil, os + +print ('') +print ('') +print ('Team Selection - custom teams only.') + + +def PossibleTeams (x): + global CustomTeams + PossibleTeams = [] + CustomTeams = [] + with open ('customteams.txt') as g: #reads customteams.txt + for line in g: + CustomTeams.append(line) + for i in range (0, len(CustomTeams)): + try: + if CustomTeams[i] == '\n': #finds the team names following a blank line + PossibleTeams.append(CustomTeams[i+1][0:-1]) #adds the names to PossibleTeams + except: + continue + return PossibleTeams + +def DataValidation (x): + global PlayersTemp + for i in range (0, x): #turns the data into the right formats + PlayersTemp[i] = PlayersTemp[i][1:-1] + PlayersTemp[i] = PlayersTemp[i].split(', ') + PlayersTemp[i][0] = PlayersTemp[i][0][1:-1] + PlayersTemp[i][1] = float(PlayersTemp[i][1]) + PlayersTemp[i][2] = float(PlayersTemp[i][2]) + PlayersTemp[i][3] = PlayersTemp[i][3][1:-1] + PlayersTemp[i][4] = int(PlayersTemp[i][4]) + PlayersTemp[i][5] = int(PlayersTemp[i][5]) + PlayersTemp[i][6] = float(PlayersTemp[i][6]) + PlayersTemp[i][7] = float(PlayersTemp[i][7]) + PlayersTemp[i][8] = int(PlayersTemp[i][8]) + +def CustomSelect (x): + global PlayersTemp, CustomTeams, TeamName + PlayersTemp = [] + z = '' + + while z != 'l' and z != 'n': #loops until given acceptable input + z = str(input ("Type 'l' to load a saved custom team, or 'n' to select a new one. ")) + + + if z == 'n': #new custom team + Players = [] + with open('alldata.txt') as f: + for line in f: + PlayersTemp.append(line[0:-1]) #opens the data of all players and adds it to the set PlayersTemp + DataValidation(len(PlayersTemp)) #corrects the format for all the Players in PlayersTemp + + TeamName = str(input ('Input the name of the custom team. ')) + n = 0 #number of players in custom team + while n < 11: + PlayerName = str(input("Please enter a player's name. ")) + success = 0 #tracks for a successful match + PartialMatches = [] + for i in range (0, len(PlayersTemp)): #all players in DB + if PlayerName == PlayersTemp[i][0]: #if the name is in.. + Players.append(PlayersTemp[i]) #add the data to stats + print ('Success - Player in database added to team.') + print (PlayersTemp[i][0:6]) + n = n+1 + success = 1 + break #stop searching + elif PlayerName in PlayersTemp[i][0]: #partial match + PartialMatches.append(PlayersTemp[i][0]) + + + if success == 0: #searched every player - found no matching names + if len(PartialMatches) == 0: + print ('Player not found, please try again.' ) + else: + print ('Did you mean one of these players? ' + str(PartialMatches)) + + + moreoption = '' + while moreoption != 'n': #asking user if they want to continue past 11 players + moreoption = str( input ("Type 'y' to add more players to squad, or 'n' to stop. ")) + if moreoption == 'n': + break + if moreoption == 'y': + PlayerName = str(input("Please enter a player's name. ")) + success = 0 #tracks for a successful match + for i in range (0, len(PlayersTemp)): #all players in DB + if PlayerName == PlayersTemp[i][0]: #if the name is in.. + Players.append(PlayersTemp[i]) #add the data to stats + print ('Success - Player in database added to team.') + print (PlayersTemp[i][0:6]) + n = n+1 + success = 1 + break #stop searching + elif PlayerName in PlayersTemp[i][0]: #partial match + PartialMatches.append(PlayersTemp[i][0]) + + + if success == 0: #searched every player - found no matching names + if len(PartialMatches) == 0: + print ('Player not found, please try again.' ) + else: + print ('Did you mean one of these players? ' + str(PartialMatches)) #offers possibilities + + with open('customteams.txt', 'a') as customfile: + customfile.write(str(TeamName)) #write the team name to customteams.txt + customfile.write('\n') #new line + for i in range (0, len(Players)): + customfile.write(str(Players[i])) #writes each player's data to customteams.txt + customfile.write('\n') + customfile.write('\n') #blank line after the team is finished + print ('Team saved to customteams.txt') + return TeamName + + + + elif z == 'l': #load custom team + valid = 0 + Options = PossibleTeams(x) + Players = [] + + while valid == 0: #checks if a valid team has been selected + TeamName = str(input (str('Select a team from: ' +str(Options) + ' '))) #finds names of all saved teams + if TeamName in Options: + valid = 1 #stop checking for teams + return TeamName + +Teams = [] + +while len (Teams) < 2: + team = CustomSelect (Teams) + Teams.append(team) + +b = Teams[0] +c = Teams[1] + +length = 1 + int(input('How many Test matches should be in the series? ')) +folder = str(input('Input the name of the folder to save scorecards to. ')) + +try: + os.mkdir(folder) +except: + folder = folder + +print ('') + +def game (x,y,z): + cricket = pexpect.spawn('python3 cricket.py') + time.sleep (0.1) + cricket.expect("Type 'h' for historical teams, 'c' for custom teams, or 'r' to recreate a real test match. ") + cricket.sendline ('c') + time.sleep (0.2) + cricket.expect("Type 'l' to load a saved custom team, or 'n' to select a new one.") + cricket.sendline ('l') + time.sleep (0.1) + cricket.expect("Select a team") + cricket.sendline (y) + time.sleep (0.1) + cricket.expect("Type 'h' for historical teams, 'c' for custom teams, or 'r' to recreate a real test match. ") + cricket.sendline ('c') + time.sleep (0.2) + cricket.expect("Type 'l' to load a saved custom team, or 'n' to select a new one.") + cricket.sendline ('l') + time.sleep (0.1) + cricket.expect("Select a team") + cricket.sendline (z) + time.sleep (0.1) + cricket.expect_exact('Enter "slow" to watch the game in over-by-over mode, or anything else to proceed with quicksim.') + cricket.sendline (' ' ) + time.sleep (1) + cricket.expect('Man of the Match:') + shutil.copy('scorecard.txt','{}/scorecard{}.txt'.format(folder, x)) + print ('Game {} simulated.'.format(x)) + +for i in range (1, length): + try: + game (i, b, c) + f=open('{}/scorecard{}.txt'.format(folder, i),'r') + result = f.readlines()[-3] + f.close() + e=open('{}/results.txt'.format(folder),'a') + e.write(result) + e.close() + print (result) + except: + print ('Invalid inputs! ') + break + +bwins = 0 +cwins = 0 +results = [] +q = open('{}/results.txt'.format(folder),'r+') +q.write('\n') +for line in q: + results.append(line) +for i in range (len(results)): + if '{} wins'.format(b) in results[i]: + bwins = bwins + 1 + elif '{} wins'.format(c) in results[i]: + cwins = cwins + 1 +if bwins > cwins: + print ('{} wins the series, {} games to {}'.format(b, bwins, cwins)) + q.write('{} wins the series, {} games to {}'.format(b, bwins, cwins)) +elif cwins > bwins: + print ('{} wins the series, {} games to {}'.format(c, cwins, bwins)) + q.write('{} wins the series, {} games to {}'.format(c, cwins, bwins)) +else: + print ('Series drawn, {} wins each.'.format(bwins)) + q.write('Series drawn, {} wins each.'.format(bwins)) +q.close() + + + + + +for j in range (1, length): + scorecard = [] + f = open('{}/scorecard{}.txt'.format(folder,j),'r') + for line in f: + scorecard.append(line) + f.close() + + def batcard (x, y): + for i in range (x, y): + n = scorecard[i].rfind('(') + balls = int(scorecard[i][n+1:-2]) + runs = int(scorecard[i][n-4:n-1]) + if '*+' in scorecard[i]: + nameandout = scorecard[i][2:n-5].split(' ') + else: + nameandout = scorecard[i][1:n-5].split(' ') + if nameandout[-1] == '': + nameandout.pop() + name = nameandout[0] + dismissal = nameandout[-1] + dismissal = dismissal.strip() + if dismissal == 'not out' or dismissal == '': + outs = 0 + else: + outs = 1 + g.write('{}, {}, {}, {}'.format(name, outs, runs, balls)) + g.write('\n') + + def breakfind(x, y): + for i in range (x, y): + if scorecard[i] == '\n': + return i + break + + def bowlcard (x, y): + for i in range (x, y): + scorecard[i] = scorecard[i].split('- ') + scorecard[i][0] = scorecard[i][0].split(' ') + name = scorecard[i][0][0] + name = name.strip() + overs = int(scorecard[i][0][-1]) + maidens = int(scorecard[i][1]) + runs = int(scorecard[i][2]) + wickets = int(scorecard[i][3][:-1]) + g.write('{}, {}, {}, {}, {}'.format(name, overs, maidens, runs, wickets)) + g.write('\n') + + + g = open('{}/rawstats.txt'.format(folder),'a') + + batcard (5, 16) + a = breakfind (19, 30) + bowlcard (19, a) + + batcard (a+2, a+13) + b = breakfind (a+16, a+27) + bowlcard (a+16, b) + + try: + batcard (b+2, b+13) + c = breakfind (b+16, b+27) + bowlcard (b+16, c) + except: + continue + + try: + batcard (c+2, c+13) + d = breakfind (c+16, c+27) + bowlcard (c+16, d) + except: + continue + + g.close() + +f = open('{}/rawstats.txt'.format(folder),'r') +stats = [] +for line in f: + line = line.split(',') + line[1] = int(line[1]) + line[2] = int(line[2]) + line[3] = int(line[3]) + try: + line[4] = int(line[4]) + except: + line = line + stats.append(line) + +batnames = [] +bowlnames = [] +batstats = [] +bowlstats = [] + +for i in range (len(stats)): + if len(stats[i]) == 4: + if stats[i][0] not in batnames: + batnames.append(stats[i][0]) + else: + if stats[i][0] not in bowlnames: + bowlnames.append(stats[i][0]) + +for j in range (len(batnames)): + batstats.append([batnames[j],0,0,0]) + for i in range (len(stats)): + if len(stats[i]) == 4 and stats[i][0] == batstats[j][0]: + batstats[j][1] = batstats[j][1] + stats[i][1] + batstats[j][2] = batstats[j][2] + stats[i][2] + batstats[j][3] = batstats[j][3] + stats[i][3] + if batstats[j][1] == 0: + batstats[j][1] = 1 + + +for j in range (len(bowlnames)): + bowlstats.append([bowlnames[j],0,0,0,0]) + for i in range (len(stats)): + if len(stats[i]) == 5 and stats[i][0] == bowlstats[j][0]: + bowlstats[j][1] = bowlstats[j][1] + stats[i][1] + bowlstats[j][2] = bowlstats[j][2] + stats[i][2] + bowlstats[j][3] = bowlstats[j][3] + stats[i][3] + bowlstats[j][4] = bowlstats[j][4] + stats[i][4] + +batstats.sort(key=lambda x: x[2], reverse = True) +bowlstats.sort(key=lambda x: x[4], reverse = True) + +runssum = 0 +wicketssum = 0 + +g = open('{}/stats.txt'.format(folder),'a') +for i in range (len(batnames)): + g.write('{} - {} runs @ {}'.format(batstats[i][0], batstats[i][2], (round(batstats[i][2]/batstats[i][1],2)))) + g.write('\n') + runssum = runssum + batstats[i][2] + wicketssum = wicketssum + batstats[i][1] +g.close() +print ('') +h = open('{}/stats.txt'.format(folder),'a') + +for i in range (len(bowlnames)): + if bowlstats[i][4] > 0: + h.write('{} - {} wickets @ {} (ER: {}, SR: {})'.format(bowlstats[i][0], bowlstats[i][4], round((bowlstats[i][3]/bowlstats[i][4]),2), round((bowlstats[i][3]/bowlstats[i][1]),2),round((6*bowlstats[i][1]/bowlstats[i][4]),2))) + h.write('\n') +h.close() + +for i in range (8): + print ('{} - {} runs @ {}'.format(batstats[i][0], batstats[i][2], (round(batstats[i][2]/batstats[i][1],2)))) +print ('') +for i in range (8): + print ('{} - {} wickets @ {}'.format(bowlstats[i][0], bowlstats[i][4], round(bowlstats[i][3]/bowlstats[i][4],2))) + +for i in range (len(batnames)): + for j in range (len(bowlnames)): + if bowlstats[j][4] > 0 and batstats[i][1] > 0: + if batstats[i][0] == bowlstats[j][0]: + if batstats[i][2]/batstats[i][1] > 35 and bowlstats[i][1] > 3 and bowlstats[j][3]/bowlstats[j][4] < 35 and bowlstats[j][4] > 8: + print ('{} - {} runs @ {}, {} wickets @ {}'.format(batstats[i][0], batstats[i][2], (round(batstats[i][2]/batstats[i][1],2)), bowlstats[i][4], round(bowlstats[i][3]/bowlstats[i][4],2))) + +innings = [x for x in stats if len(x) == 4] +bowling = [x for x in stats if len(x) == 5] + +innings.sort(key = lambda x: x[2], reverse = True) + +print ('') + +if innings[0][1] == 1: + print ('Top score: {} - {}'.format(innings[0][0], innings[0][2])) +else: + print ('Top score: {} - {}*'.format(innings[0][0], innings[0][2])) + + +bowling.sort(key = lambda x: x[3]) +bowling.sort(key = lambda x: x[4], reverse = True) + +print ('Best bowling: {} {} - {} - {} - {}'.format(bowling[0][0], bowling[0][1], bowling[0][2], bowling[0][3], bowling[0][4])) + +print ('') + +print ('Overall: {} runs, {} wickets @ {}.'.format(runssum, wicketssum, (runssum/wicketssum))) + +print ('') +print ('') diff --git a/draft.py b/draft.py new file mode 100644 index 0000000..170f027 --- /dev/null +++ b/draft.py @@ -0,0 +1,875 @@ +import random, time, os, pexpect, shutil, copy + +print ('') +print ('') + +PlayersTemp = [] +with open('alldata.txt') as f: + for line in f: + if line[0:-1] not in PlayersTemp: + PlayersTemp.append(line[0:-1]) + +for i in range (0, len(PlayersTemp)): + PlayersTemp[i] = PlayersTemp[i][1:-1] + PlayersTemp[i] = PlayersTemp[i].split(', ') + PlayersTemp[i][0] = PlayersTemp[i][0][1:-1] + PlayersTemp[i][1] = float(PlayersTemp[i][1]) + PlayersTemp[i][2] = float(PlayersTemp[i][2]) + PlayersTemp[i][3] = PlayersTemp[i][3][1:-1] + PlayersTemp[i][4] = int(PlayersTemp[i][4]) + PlayersTemp[i][5] = int(PlayersTemp[i][5]) + PlayersTemp[i][6] = float(PlayersTemp[i][6]) + PlayersTemp[i][7] = float(PlayersTemp[i][7]) + if PlayersTemp[i][7] == 0: + PlayersTemp[i][7] = 1.4 + PlayersTemp[i][8] = int(PlayersTemp[i][8]) + +Year = 0 +Number = 0 +Games = 0 + +while Year < 1877 or Year > 2018: + Year = input('What year would you like to draft players from? ') + if Year == 'all': + break + Year = int(Year) +while Number < 2 or Number > 257: + Number = input('How many teams would you like to draft? ') + Number = int(Number) +if Number < 12: + while (Games < 1 or Games > 20): + Games = input('How many times should the teams play each other? ') + Games = int(Games) +else: + Games = 1 + +folder = str(input('Input the name of the folder to save scorecards to. ')) + +try: + os.mkdir(folder) +except: + q = 100 + +TeamNames = [] +DefaultTeams = ['London', 'Melbourne', 'Mumbai', 'Dubai', 'Cape Town', 'Lahore', 'Bridgetown', 'Kolkata', 'Sydney', 'Manchester', 'Auckland', 'Colombo', 'Delhi', 'Dhaka', 'Kingston', 'Johannesburg', 'Abu Dhabi', 'Perth', 'Harare', 'New York', 'Birmingham', 'Karachi', 'Wellington', 'Georgetown', 'Chennai', 'Brisbane', 'Durban', 'Port of Spain', 'Kabul', 'Dublin', 'Galle', 'Chittagong', 'Adelaide', 'Nottingham', 'Islamabad', 'Christchurch', 'Bangalore', 'Kandy', 'Tokyo', 'Port Elizabeth', 'Leeds', 'Faisalabad', 'Hamilton', 'Bulawayo', 'Antigua', 'Hong Kong', 'Hobart', 'Sharjah', 'Mohali', 'South London', 'Los Angeles', 'Centurion', 'Ahmedabad', 'Cardiff', 'Dunedin', 'Peshawar', 'Amsterdam', 'Rawalpindi', 'Nairobi', 'Toronto', 'Bloemfontein', 'Singapore', 'Napier', 'Windhoek', 'Edinburgh', 'Multan', 'Pretoria', 'Bristol', 'Jaipur', 'Canberra', 'Durham', 'Kimberley', 'Cairns', 'Kuala Lumpur', 'Grenada', 'Invercargill', 'Belfast', 'East London', 'Gold Coast', 'Southampton', 'Port Moresby', 'Dambulla', 'Leicester', 'Bermuda', 'Miami', 'Townsville', 'Alice Springs', 'Worcester', 'Kathmandu', 'Darwin', 'St Lucia', 'Newcastle', 'Pune', 'Copenhagen', 'Canterbury', 'Shanghai', 'Queenstown', 'Kampala', 'Seoul', 'Chicago', 'Paris', 'Derby', 'Mexico City', 'Chelmsford', 'Vancouver', 'Taunton', 'Berlin', 'Sylhet', 'Surat', 'Sao Paulo', 'Buenos Aires', 'Northampton', 'Beijing', 'Hove', 'St Vincent', 'Rome', 'Palmerston North', 'Lucknow', 'Jakarta', 'St Kitts', 'Montego Bay', 'Milan', 'Dominica', 'Houston', 'Bay of Plenty','Barcelona', 'Wollongong', 'Kandahar', 'Liverpool', 'Geelong', 'Ballarat' , 'New Plymouth', 'Launceston', 'Suva', 'Bangkok', 'Manila', 'Taipei', 'Kochi', 'Chandigarh', 'Mysore', 'Jaffna', 'Thimphu' , 'Quetta', 'Bahawalpur', 'Muscat', 'Bahrain', 'Qatar', 'Kuwait', 'Cairo', 'Jerusalem', 'Athens', 'Istanbul', 'Bucharest', 'Moscow', 'Vienna', 'Monaco' , 'Cambridge', 'Oxford', 'Exeter', 'Glasgow', 'Aberdeen', 'Cork', 'Montreal', 'Philadelphia', 'Washington', 'Atlanta', 'San Francisco', 'Seattle', 'New Orleans', 'Las Vegas', 'San Juan', 'Santo Domingo', 'Tobago', 'Bogota', 'Rio de Janeiro', 'Gaborone', 'Polokwane', 'Pietermaritzburg', 'Mutare', 'Mombasa', 'Lagos', 'Casablanca', 'Spanish Town', 'Norwich', 'Macau', 'Osaka', 'Nelson', 'Whangarei', 'Bendigo', 'Nagpur', 'Madurai', 'Visakhapatnam', 'Patna', 'Kanpur', 'Khulna', "Cox's Bazar", 'Indore', 'Madrid', 'Prague', 'Warsaw', 'Munich', 'Stockholm', 'Potchefstroom', 'Wagga Wagga', 'Bundaberg', 'Sheffield', 'Swansea', 'Lincoln', 'Limerick', 'Blackpool', 'Zagreb', 'Belgrade', 'Naples', 'Beirut', 'Budapest', 'Tblisi', 'Hanoi', 'Chengdu', 'Busan', 'Kyoto', 'Yokohama', 'Mackay', 'Sunshine Coast', 'Gisborne', 'Tonga', 'Samoa', 'Honolulu', 'Dallas', 'San Diego', 'St. Louis', 'Detroit', 'Denver', 'Monterrey', 'Aruba', 'Curacao', 'Montserrat', 'Lima', 'Montevideo', 'Accra', 'Dakar', 'Lisbon', 'Hamburg', 'Frankfurt', 'Brussels', 'Hull', 'Peterborough', 'Waterford', 'Oslo', 'Helsinki', 'Amman', 'Tel-Aviv', 'Middlesborough', 'Colwyn Bay', 'Riyadh', 'Tehran', 'Baghdad'] + + +while len(TeamNames) < Number: + y = input('Enter the name of a team. ') + if y == 'default': + TeamNames = [] + while len(TeamNames) < Number: + TeamNames.append(DefaultTeams[0]) + DefaultTeams.pop(0) + else: + TeamNames.append(y) + +if ('East London' or 'South London') in TeamNames and London in TeamNames: + TeamNames[0] = 'North London' +else: + TeamNames[0] = TeamNames[0] + +Teams = [] + +TeamTemplate = ['Name', 'Open', 'Open', 'Bat', 'Bat', 'Bat', 'AR', 'WK', 'Seam', 'Seam', 'Bowl', 'Spin'] + +print (TeamNames) + +UserTeam = 3 +while UserTeam not in TeamNames: + UserTeam = str (input('Enter the name of the team you would like to draft, or type "go" to have the computer select all teams. ')) + if UserTeam == 'go': + break +print ('') +print ('') +TeamNames.sort(key=lambda x: random.random()) + +for i in range (0, len(TeamNames)): + Teams.append([TeamNames[i]]) + for j in range (1, 12): + if Teams[i][0] != UserTeam: + Teams[i].append(TeamTemplate[j]) + +if Year == 'all': + FilteredPlayers = PlayersTemp +else: + FilteredPlayers = [x for x in PlayersTemp if x[4] <= Year and x[5] >= Year] + +def Selection (x): + + if ['DG Bradman', 94.35, 51.12, 'Bat', 1928, 1948, 0.5, 1.0424710424710426, 24] in FilteredPlayers: + return ['DG Bradman', 94.35, 51.12, 'Bat', 1928, 1948, 0.5, 1.0424710424710426, 24] + + if x == 'Open': + try: + Openers = [x for x in FilteredPlayers if 'Open' in x[3]] + Openers.sort(key=lambda x: x[1], reverse = True) + return Openers[0] + except: + FilteredPlayers.sort(key = lambda x: x[1], reverse = True) + return FilteredPlayers[0] + elif x == 'Bat': + FilteredPlayers.sort(key = lambda x: x[1], reverse = True) + return FilteredPlayers[0] + elif x == 'WK': + try: + WKs = [x for x in FilteredPlayers if 'WK' in x[3]] + WKs.sort(key= lambda x: x[1], reverse = True) + return WKs[0] + except: + FilteredPlayers.sort(key = lambda x: x[1], reverse = True) + return FilteredPlayers[0] + elif x == 'AR': + ARs = [x for x in FilteredPlayers if 'Bat' not in x[3] and 'Part' not in x[3] and 'WK' not in x[3]] + ARs.sort(key=lambda x: x[1] + max(0, (40-x[2])), reverse = True) + return ARs[0] + elif x == 'Seam': + Seamers = [x for x in FilteredPlayers if x[3] == 'Med' or x[3] == 'Fast'] + Seamers.sort(key=lambda x: x[1] + max(0, 3*(45-x[2])), reverse = True) + return Seamers[0] + elif x == 'Spin': + Seamers = [x for x in FilteredPlayers if x[3] == 'Spin'] + Seamers.sort(key=lambda x: x[1] + max(0, 3*(45-x[2])), reverse = True) + return Seamers[0] + elif x == 'Bowl': + Bowlers = [x for x in FilteredPlayers if 'Bat' not in x[3] and 'Part' not in x[3] and 'WK' not in x[3]] + Bowlers.sort(key=lambda x: x[1] + max(0, 3*(45-x[2])), reverse = True) + return Bowlers[0] + +def UserSelection(x): + Suggestions = [] + SugNames = [] + + Openers = [x for x in FilteredPlayers if 'Open' in x[3]] + Openers.sort(key=lambda x: x[1], reverse = True) + for i in range (6): + try: + Suggestions.append([Openers[i][0], Openers[i][3]]) + SugNames.append(Openers[i][0]) + except: + Suggestions = Suggestions + + FilteredPlayers.sort(key = lambda x: x[1], reverse = True) + for i in range (12): + if FilteredPlayers[i][0] not in SugNames: + Suggestions.append([FilteredPlayers[i][0], FilteredPlayers[i][3]]) + SugNames.append(FilteredPlayers[i][0]) + + WKs = [x for x in FilteredPlayers if 'WK' in x[3] and x[0] not in SugNames] + for i in range (5): + try: + Suggestions.append([WKs[i][0], WKs[i][3]]) + SugNames.append(WKs[i][0]) + except: + Suggestions = Suggestions + + ARs = [x for x in FilteredPlayers if 'Bat' not in x[3] and 'Part' not in x[3] and 'WK' not in x[3] and x[0] not in SugNames] + ARs.sort(key=lambda x: x[1] + max(0, (40-x[2])), reverse = True) + for i in range (7): + try: + Suggestions.append([ARs[i][0], ARs[i][3]]) + SugNames.append(ARs[i][0]) + except: + Suggestions = Suggestions + + Bowlers = [x for x in FilteredPlayers if 'Bat' not in x[3] and 'Part' not in x[3] and 'WK' not in x[3] and x[0] not in SugNames] + Bowlers.sort(key=lambda x: x[1] + max(0, 4*(45-x[2])), reverse = True) + for i in range (15): + try: + Suggestions.append([Bowlers[i][0], Bowlers[i][3]]) + SugNames.append(Bowlers[i][0]) + except: + Suggestions = Suggestions + + try: + Spinners = [x for x in FilteredPlayers if x[3] == 'Spin' and x[0] not in SugNames] + Spinners.sort(key= lambda x: x[1] + max(0, 4*(45-x[2])), reverse = True) + for i in range (3): + Suggestions.append([Spinners[i][0], Spinners[i][3]]) + SugNames.append(Spinners[i][0]) + except: + WKs = WKs + + print ('') + print ('Team so far:') + print (UserTeamNames) + + Suggestions.sort(key = lambda x: x[0], reverse = False) + + print ('') + print ('List of suggested players: ') + print ('') + print (Suggestions) + + for i in range (len(Suggestions)): + Suggestions.append(Suggestions[i][0]) + + SelectedPlayer = '' + print ('') + while SelectedPlayer not in Suggestions: + SelectedPlayer = input('Enter the name of your selection: ') + if SelectedPlayer in Suggestions: + UserTeamNames.append(SelectedPlayer) + + + print ('') + return SelectedPlayer + +UserTeamNames = [] +t = 1 +x = 0 +while t < 10*len(Teams): + for i in range (0, len(Teams)): + if Teams[i][0] != UserTeam: + pick = False + while pick == False: + n = random.choice(range(1,12)) + if Teams[i][n] == TeamTemplate[n]: + Choice = Selection (TeamTemplate[n]) + Teams[i][n] = Choice + print (t, Teams[i][0], Teams[i][n][0]) + h = open('{}/draft.txt'.format(folder),'a') + h.write('{} {} {}'.format(t, Teams[i][0], Teams[i][n][0])) + h.write('\n') + h.close() + time.sleep(1/5) + t = t+1 + FilteredPlayers.remove(Choice) + pick = True + else: + UserPick = UserSelection (x) + for j in range (len(FilteredPlayers)): + if UserPick == FilteredPlayers[j][0]: + Teams[i].append(FilteredPlayers[j]) + h = open('{}/draft.txt'.format(folder),'a') + h.write('{} {} {}'.format(t, Teams[i][0], FilteredPlayers[j][0])) + h.write('\n') + h.close() + FilteredPlayers.remove(FilteredPlayers[j]) + t = t+1 + break + + for i in range (len(Teams)-1,0,-1): + if Teams[i][0] != UserTeam: + pick = False + while pick == False: + n = random.choice(range(1,12)) + if Teams[i][n] == TeamTemplate[n]: + Choice = Selection (TeamTemplate[n]) + Teams[i][n] = Choice + print (t, Teams[i][0], Teams[i][n][0]) + h = open('{}/draft.txt'.format(folder),'a') + h.write('{} {} {}'.format(t, Teams[i][0], Teams[i][n][0])) + h.write('\n') + h.close() + time.sleep(1/5) + t = t+1 + FilteredPlayers.remove(Choice) + pick = True + else: + UserPick = UserSelection (x) + for j in range (len(FilteredPlayers)): + if UserPick == FilteredPlayers[j][0]: + Teams[i].append(FilteredPlayers[j]) + h = open('{}/draft.txt'.format(folder),'a') + h.write('{} {} {}'.format(t, Teams[i][0], FilteredPlayers[j][0])) + h.write('\n') + h.close() + FilteredPlayers.remove(FilteredPlayers[j]) + t = t+1 + break + + i = 0 + if Teams[i][0] != UserTeam: + pick = False + while pick == False: + n = random.choice(range(1,12)) + if Teams[i][n] == TeamTemplate[n]: + Choice = Selection (TeamTemplate[n]) + Teams[i][n] = Choice + print (t, Teams[i][0], Teams[i][n][0]) + h = open('{}/draft.txt'.format(folder),'a') + h.write('{} {} {}'.format(t, Teams[i][0], Teams[i][n][0])) + h.write('\n') + h.close() + time.sleep(1/5) + t = t+1 + FilteredPlayers.remove(Choice) + pick = True + + else: + UserPick = UserSelection (x) + for j in range (len(FilteredPlayers)): + if UserPick == FilteredPlayers[j][0]: + Teams[i].append(FilteredPlayers[j]) + h = open('{}/draft.txt'.format(folder),'a') + h.write('{} {} {}'.format(t, Teams[i][0], FilteredPlayers[j][0])) + h.write('\n') + h.close() + FilteredPlayers.remove(FilteredPlayers[j]) + t = t+1 + break + + +for i in range (0, len(Teams)): + if Teams[i][0] != UserTeam: + pick = False + while pick == False: + n = random.choice(range(1,12)) + if Teams[i][n] == TeamTemplate[n]: + Choice = Selection (TeamTemplate[n]) + Teams[i][n] = Choice + print (t, Teams[i][0], Teams[i][n][0]) + h = open('{}/draft.txt'.format(folder),'a') + h.write('{} {} {}'.format(t, Teams[i][0], Teams[i][n][0])) + h.write('\n') + h.close() + time.sleep(1/5) + t = t+1 + FilteredPlayers.remove(Choice) + pick = True + + else: + UserPick = UserSelection (x) + for j in range (len(FilteredPlayers)): + if UserPick == FilteredPlayers[j][0]: + Teams[i].append(FilteredPlayers[j]) + h = open('{}/draft.txt'.format(folder),'a') + h.write('{} {} {}'.format(t, Teams[i][0], FilteredPlayers[j][0])) + h.write('\n') + h.close() + FilteredPlayers.remove(FilteredPlayers[j]) + t = t+1 + break + + +while len(FilteredPlayers) > 2*Number and len(Teams[0]) < 15: + + for i in range (len(Teams)-1,0,-1): + if Teams[i][0] != UserTeam: + FilteredPlayers.sort(key=lambda x: x[1] + 1.5*max(0, (45-x[2])), reverse = True) + Teams[i].append(FilteredPlayers[0]) + print (t, Teams[i][0], FilteredPlayers[0][0]) + h = open('{}/draft.txt'.format(folder),'a') + h.write('{} {} {}'.format(t, Teams[i][0], FilteredPlayers[0][0])) + h.write('\n') + h.close() + t = t + 1 + FilteredPlayers.pop(0) + + else: + UserPick = UserSelection (x) + for j in range (len(FilteredPlayers)): + if UserPick == FilteredPlayers[j][0]: + Teams[i].append(FilteredPlayers[j]) + h = open('{}/draft.txt'.format(folder),'a') + h.write('{} {} {}'.format(t, Teams[i][0], FilteredPlayers[j][0])) + h.write('\n') + h.close() + FilteredPlayers.remove(FilteredPlayers[j]) + t = t+1 + break + + if Teams[i][0] != UserTeam: + i = 0 + FilteredPlayers.sort(key=lambda x: x[1] + 1.5*max(0, (45-x[2])), reverse = True) + Teams[i].append(FilteredPlayers[0]) + print (t, Teams[i][0], FilteredPlayers[0][0]) + h = open('{}/draft.txt'.format(folder),'a') + h.write('{} {} {}'.format(t, Teams[i][0], FilteredPlayers[0][0])) + h.write('\n') + h.close() + t = t + 1 + FilteredPlayers.pop(0) + + else: + UserPick = UserSelection (x) + for j in range (len(FilteredPlayers)): + if UserPick == FilteredPlayers[j][0]: + Teams[i].append(FilteredPlayers[j]) + h = open('{}/draft.txt'.format(folder),'a') + h.write('{} {} {}'.format(t, Teams[i][0], FilteredPlayers[j][0])) + h.write('\n') + h.close() + FilteredPlayers.remove(FilteredPlayers[j]) + t = t+1 + break + + + for i in range (0, len(Teams)): + if Teams[i][0] != UserTeam: + FilteredPlayers.sort(key=lambda x: x[1] + 1.5*max(0, (45-x[2])), reverse = True) + Teams[i].append(FilteredPlayers[0]) + print (t, Teams[i][0], FilteredPlayers[0][0]) + h = open('{}/draft.txt'.format(folder),'a') + h.write('{} {} {}'.format(t, Teams[i][0], FilteredPlayers[0][0])) + h.write('\n') + h.close() + t = t + 1 + FilteredPlayers.pop(0) + else: + UserPick = UserSelection (x) + for j in range (len(FilteredPlayers)): + if UserPick == FilteredPlayers[j][0]: + Teams[i].append(FilteredPlayers[j]) + h = open('{}/draft.txt'.format(folder),'a') + h.write('{} {} {}'.format(t, Teams[i][0], FilteredPlayers[j][0])) + h.write('\n') + h.close() + FilteredPlayers.remove(FilteredPlayers[j]) + t + t+1 + break + +try: + shutil.copy('customteams.txt','tempcustomteams.txt') +except: + t = t + + +for i in range (0, len(Teams)): + f = open('customteams.txt','a') + f.write(str(Teams[i][0])) + f.write('\n') + print ('') + print (Teams[i][0]) + for j in range (1, len(Teams[i])): + print (Teams[i][j]) + f.write(str(Teams[i][j])) + f.write('\n') + f.write('\n') + f.close() + + + +print ('') + +def game (x,y,z): + cricket = pexpect.spawn('python3 cricket.py') + time.sleep (0.1) + cricket.expect_exact("Type 'h' for historical teams, 'c' for custom teams, or 'r' to recreate a real test match. ") + cricket.sendline ('c') + time.sleep (0.1) + cricket.expect_exact("Type 'l' to load a saved custom team, or 'n' to select a new one. ") + cricket.sendline ('l') + time.sleep (0.1) + cricket.expect("Select a team") + cricket.sendline (y) + time.sleep (0.1) + cricket.expect_exact("Type 'h' for historical teams, 'c' for custom teams, or 'r' to recreate a real test match. ") + cricket.sendline ('c' ) + time.sleep (0.1) + cricket.expect_exact("Type 'l' to load a saved custom team, or 'n' to select a new one. ") + cricket.sendline ('l') + time.sleep (0.1) + cricket.expect("Select a team") + cricket.sendline (z) + time.sleep (0.1) + cricket.expect_exact('Enter "slow" to watch the game in over-by-over mode, or anything else to proceed with quicksim.') + cricket.sendline (' ' ) + time.sleep (0.7) + cricket.expect('Man of the Match:') + shutil.copy('scorecard.txt','{}/scorecard{}.txt'.format(folder, x)) + print ('Game {} simulated.'.format(x)) + +Teams.sort(key = lambda x: random.random()) + +if Number < 12: + Groups = [[]] + GroNum = 1 + for i in range (Number): + Groups[0].append(Teams[i][0]) + +elif Number < 24: + Groups = [ [],[]] + GroNum = 2 + for i in range (Number): + if i < Number/2: + Groups[0].append(Teams[i][0]) + else: + Groups[1].append(Teams[i][0]) + +elif Number < 32: + Groups = [ [],[],[],[]] + GroNum = 4 + for i in range (Number): + if i < Number/4: + Groups[0].append(Teams[i][0]) + elif i < Number/2: + Groups[1].append(Teams[i][0]) + elif i < 3*Number/4: + Groups[2].append(Teams[i][0]) + else: + Groups[3].append(Teams[i][0]) + +else: + if Number <= 80: + GroNum = int(Number/8 - ((Number%8)/8)) + elif Number <=120: + GroNum = int(Number/12 - ((Number%12)/12)) + else: + GroNum = int(Number/16 - ((Number%16)/16)) + + Groups = [] + for j in range (GroNum): + Groups.append([]) + for i in range (Number): + check = False + for k in range (1, GroNum+1): + if i < k*Number/GroNum and check == False: + Groups[k-1].append(Teams[i][0]) + check = True + +#print (GroNum) +#print (Groups) + +n = 1 +for k in range (0, len(Groups)): + for a in range (Games): + for i in range (len(Groups[k])-1): + for j in range (0, len(Groups[k])-i-1): + game (n, Groups[k][i], Groups[k][i+j+1]) + f=open('{}/scorecard{}.txt'.format(folder, n),'r') + result = f.readlines()[-3] + f.close() + e=open('{}/results.txt'.format(folder),'a') + e.write('{} v. {} - '.format(Groups[k][i], Groups[k][i+j+1])) + e.write(result) + e.close() + print('{} v. {}'.format(Groups[k][i], Groups[k][i+j+1])) + print (result) + n = n + 1 + +GroupGames = copy.deepcopy(n) +TotalGames = n +#Team, Games, Wins, Losses, Draws, Innings Wins +Table = [] +Results = [] + +g = open('{}/results.txt'.format(folder),'r') +for line in g: + Results.append(line) +g.close() + +for i in range(len(Teams)): + Table.append([Teams[i][0],0,0,0,0,0]) + for j in range(len(Results)): + if Teams[i][0] in Results[j]: + Table[i][1] = Table[i][1] + 1 + if Results[j].count(Teams[i][0]) == 2: + Table[i][2] = Table[i][2] + 1 + if 'innings' in Results[j]: + Table[i][5] = Table[i][5] + 1 + elif 'Drawn' in Results[j] or 'tied' in Results[j]: + Table[i][4] = Table[i][4] + 1 + else: + Table[i][3] = Table[i][3] + 1 + +Table.sort(key=lambda x: x[2]*3.01 + x[4] + x[5], reverse = True) +print('Team Games Wins Losses Draws Innings Wins') +e = open('{}/table.txt'.format(folder),'a') +e.write('Team Games Wins Losses Draws Innings Wins') +e.write('\n') +for j in range (GroNum): + for i in range(len(Table)): + if Table[i][0] in Groups[j]: + print('{} {} {} {} {} {}'.format(Table[i][0].ljust(16),str(Table[i][1]).ljust(2),str(Table[i][2]).ljust(2),str(Table[i][3]).ljust(2),str(Table[i][4]).ljust(2),str(Table[i][5]).ljust(2))) + e.write('{} {} {} {} {} {}'.format(Table[i][0].ljust(16),str(Table[i][1]).ljust(2),str(Table[i][2]).ljust(2),str(Table[i][3]).ljust(2),str(Table[i][4]).ljust(2),str(Table[i][5]).ljust(2))) + e.write('\n') + print ('') + e.write('\n') +e.close() + +if len(Groups) == 1: + print('') + print ('Final:') + game (n, Table[0][0], Table[1][0]) + f=open('{}/scorecard{}.txt'.format(folder, n),'r') + result = f.readlines()[-3] + f.close() + e=open('{}/results.txt'.format(folder),'a') + e.write('{} v. {} - '.format(Table[0][0], Table[1][0])) + e.write(result) + e.close() + print('{} v. {}'.format(Table[0][0], Table[1][0])) + print (result) + +else: + GroupWinners = [] + for i in range (len(Groups)): + check = False + for j in range (len(Table)): + if Table[j][0] in Groups[i] and check == False: + GroupWinners.append(Table[j][0]) + check = True + #print (GroupWinners) + + Table = [] + + if len(GroupWinners) == 2: + print('') + print ('Final:') + game (n, GroupWinners[0], GroupWinners[1]) + f=open('{}/scorecard{}.txt'.format(folder, n),'r') + result = f.readlines()[-3] + f.close() + e=open('{}/results.txt'.format(folder),'a') + e.write('{} v. {} - '.format(GroupWinners[0], GroupWinners[1])) + e.write(result) + e.close() + print('{} v. {}'.format(GroupWinners[0], GroupWinners[1])) + print (result) + + else: + print ('') + print ('Championship Group:') + print ('') + n1 = 0 + for i in range (0, len(GroupWinners)-1): + for j in range (1, len(GroupWinners)-i): + game (n, GroupWinners[i], GroupWinners[i+j]) + f=open('{}/scorecard{}.txt'.format(folder, n),'r') + result = f.readlines()[-3] + f.close() + e=open('{}/results.txt'.format(folder),'a') + e.write('{} v. {} - '.format(GroupWinners[i], GroupWinners[i+j])) + e.write(result) + e.close() + print('{} v. {}'.format(GroupWinners[i], GroupWinners[i+j])) + print (result) + n = n + 1 + n1 = n1 + 1 + + Results = [] + g = open('{}/results.txt'.format(folder),'r') + for line in g: + Results.append(line) + g.close() + ChampResults = Results[GroupGames-1:] + #print (ChampResults) + + for i in range(len(GroupWinners)): + Table.append([GroupWinners[i],0,0,0,0,0]) + for j in range(n1): + if GroupWinners[i] in ChampResults[j]: + Table[i][1] = Table[i][1] + 1 + if ChampResults[j].count(GroupWinners[i]) == 2: + Table[i][2] = Table[i][2] + 1 + if 'innings' in ChampResults[j]: + Table[i][5] = Table[i][5] + 1 + elif 'Drawn' in ChampResults[j] or 'tied' in ChampResults[j]: + Table[i][4] = Table[i][4] + 1 + else: + Table[i][3] = Table[i][3] + 1 + + Table.sort(key=lambda x: x[2]*3.01 + x[4] + x[5], reverse = True) + print('Team Games Wins Losses Draws Innings Wins') + e = open('{}/table.txt'.format(folder),'a') + e.write('\n') + e.write('Team Games Wins Losses Draws Innings Wins') + e.write('\n') + + for i in range(len(Table)): + if Table[i][0] in GroupWinners: + print('{} {} {} {} {} {}'.format(Table[i][0].ljust(16),str(Table[i][1]).ljust(2),str(Table[i][2]).ljust(2),str(Table[i][3]).ljust(2),str(Table[i][4]).ljust(2),str(Table[i][5]).ljust(2))) + e.write('{} {} {} {} {} {}'.format(Table[i][0].ljust(16),str(Table[i][1]).ljust(2),str(Table[i][2]).ljust(2),str(Table[i][3]).ljust(2),str(Table[i][4]).ljust(2),str(Table[i][5]).ljust(2))) + e.write('\n') + e.close() + print ('') + +print ('Calculating statistics.') +print ('') + +for j in range (1, TotalGames): + scorecard = [] + f = open('{}/scorecard{}.txt'.format(folder,j),'r') + for line in f: + scorecard.append(line) + f.close() + + def batcard (x, y): + for i in range (x, y): + n = scorecard[i].rfind('(') + balls = int(scorecard[i][n+1:-2]) + runs = int(scorecard[i][n-4:n-1]) + if '*+' in scorecard[i]: + nameandout = scorecard[i][2:n-5].split(' ') + else: + nameandout = scorecard[i][1:n-5].split(' ') + if nameandout[-1] == '': + nameandout.pop() + name = nameandout[0] + dismissal = nameandout[-1] + dismissal = dismissal.strip() + if dismissal == 'not out' or dismissal == '': + outs = 0 + else: + outs = 1 + g.write('{}, {}, {}, {}'.format(name, outs, runs, balls)) + g.write('\n') + + def breakfind(x, y): + for i in range (x, y): + if scorecard[i] == '\n': + return i + break + + def bowlcard (x, y): + for i in range (x, y): + scorecard[i] = scorecard[i].split('- ') + scorecard[i][0] = scorecard[i][0].split(' ') + name = scorecard[i][0][0] + name = name.strip() + overs = int(scorecard[i][0][-1]) + maidens = int(scorecard[i][1]) + runs = int(scorecard[i][2]) + wickets = int(scorecard[i][3][:-1]) + g.write('{}, {}, {}, {}, {}'.format(name, overs, maidens, runs, wickets)) + g.write('\n') + + + g = open('{}/rawstats.txt'.format(folder),'a') + + batcard (5, 16) + a = breakfind (19, 30) + bowlcard (19, a) + + batcard (a+2, a+13) + b = breakfind (a+16, a+27) + bowlcard (a+16, b) + + try: + batcard (b+2, b+13) + c = breakfind (b+16, b+27) + bowlcard (b+16, c) + except: + continue + + try: + batcard (c+2, c+13) + d = breakfind (c+16, c+27) + bowlcard (c+16, d) + except: + continue + + g.close() + +f = open('{}/rawstats.txt'.format(folder),'r') +stats = [] +for line in f: + line = line.split(',') + line[1] = int(line[1]) + line[2] = int(line[2]) + line[3] = int(line[3]) + try: + line[4] = int(line[4]) + except: + line = line + stats.append(line) + +batnames = [] +bowlnames = [] +batstats = [] +bowlstats = [] + +for i in range (len(stats)): + if len(stats[i]) == 4: + if stats[i][0] not in batnames: + batnames.append(stats[i][0]) + else: + if stats[i][0] not in bowlnames: + bowlnames.append(stats[i][0]) + +for j in range (len(batnames)): + batstats.append([batnames[j],0,0,0]) + for i in range (len(stats)): + if len(stats[i]) == 4 and stats[i][0] == batstats[j][0]: + batstats[j][1] = batstats[j][1] + stats[i][1] + batstats[j][2] = batstats[j][2] + stats[i][2] + batstats[j][3] = batstats[j][3] + stats[i][3] + if batstats[j][1] == 0: + batstats[j][1] = 1 + + +for j in range (len(bowlnames)): + bowlstats.append([bowlnames[j],0,0,0,0]) + for i in range (len(stats)): + if len(stats[i]) == 5 and stats[i][0] == bowlstats[j][0]: + bowlstats[j][1] = bowlstats[j][1] + stats[i][1] + bowlstats[j][2] = bowlstats[j][2] + stats[i][2] + bowlstats[j][3] = bowlstats[j][3] + stats[i][3] + bowlstats[j][4] = bowlstats[j][4] + stats[i][4] + +batstats.sort(key=lambda x: x[2], reverse = True) +bowlstats.sort(key=lambda x: x[4], reverse = True) + +runssum = 0 +wicketssum = 0 + +g = open('{}/stats.txt'.format(folder),'a') +for i in range (len(batnames)): + for j in range(len(Teams)): + for k in range (len(Teams[j])): + if batstats[i][0] == Teams[j][k][0]: + teamname = Teams[j][0] + break + g.write('{} ({}) - {} runs @ {}'.format(batstats[i][0], teamname, batstats[i][2], (round(batstats[i][2]/batstats[i][1],2)))) + g.write('\n') + runssum = runssum + batstats[i][2] + wicketssum = wicketssum + batstats[i][1] +g.close() +h = open('{}/stats.txt'.format(folder),'a') + +for i in range (len(bowlnames)): + for j in range(len(Teams)): + for k in range (len(Teams[j])): + if bowlstats[i][0] == Teams[j][k][0]: + teamname = Teams[j][0] + break + if bowlstats[i][4] > 0: + h.write('{} ({}) - {} wickets @ {} (ER: {}, SR: {})'.format(bowlstats[i][0], teamname, bowlstats[i][4], round((bowlstats[i][3]/bowlstats[i][4]),2), round((bowlstats[i][3]/bowlstats[i][1]),2),round((6*bowlstats[i][1]/bowlstats[i][4]),2))) + h.write('\n') +h.close() + +for i in range (10): + print ('{} - {} runs @ {}'.format(batstats[i][0], batstats[i][2], (round(batstats[i][2]/batstats[i][1],2)))) +print ('') +for i in range (10): + print ('{} - {} wickets @ {}'.format(bowlstats[i][0], bowlstats[i][4], round(bowlstats[i][3]/bowlstats[i][4],2))) + +print ('') + +for i in range (len(batnames)): + for j in range (len(bowlnames)): + if bowlstats[j][4] > 0 and batstats[i][1] > 0: + if batstats[i][0] == bowlstats[j][0]: + if batstats[i][2]/batstats[i][1] > 35 and batstats[i][1] > (3+Number/20) and bowlstats[j][3]/bowlstats[j][4] < 35 and bowlstats[j][4] > (5+Number/10): + print ('{} - {} runs @ {}, {} wickets @ {}'.format(batstats[i][0], batstats[i][2], (round(batstats[i][2]/batstats[i][1],2)), bowlstats[j][4], round(bowlstats[j][3]/bowlstats[j][4],2))) + +innings = [x for x in stats if len(x) == 4] +bowling = [x for x in stats if len(x) == 5] + +innings.sort(key = lambda x: x[2], reverse = True) + +print ('') + +if innings[0][1] == 1: + print ('Top score: {} - {}'.format(innings[0][0], innings[0][2])) +else: + print ('Top score: {} - {}*'.format(innings[0][0], innings[0][2])) + +print ('') + +bowling.sort(key = lambda x: x[3]) +bowling.sort(key = lambda x: x[4], reverse = True) + +print ('Best bowling: {} {} - {} - {} - {}'.format(bowling[0][0], bowling[0][1], bowling[0][2], bowling[0][3], bowling[0][4])) + +print ('') + +print ('Overall: {} runs, {} wickets @ {}.'.format(runssum, wicketssum, (runssum/wicketssum))) + +shutil.copy('customteams.txt','{}/customteams.txt'.format(folder)) +shutil.copy('tempcustomteams.txt','customteams.txt') + +print ('') +print ('') diff --git a/englanddata.txt b/englanddata.txt index 4f70054..5e9d25e 100644 --- a/englanddata.txt +++ b/englanddata.txt @@ -1,447 +1,448 @@ -['HRJ Charlwood', 20.64, 500, 'Bat', 1877, 1877, 0.5, 1.4, 0] -['T Emmett', 16.78, 26.89, 'PartFast', 1877, 1882, 0.5, 1.0356899737430711, 0] -['A Greenwood', 18.06, 500, 'Bat', 1877, 1877, 0.5, 1.4, 0] -['A Hill', 12.28, 29.69, 'Fast', 1877, 1877, 0.5, 1.0061919504643964, 0] -['H Jupp', 25.99, 500, 'OpenBat', 1877, 1877, 0.5, 1.4, 0] -['James Lillywhite jnr', 14.3, 29.52, 'Spin', 1877, 1877, 0.5, 0.975232198142415, 0] -['J Selby', 22.53, 500, 'WK', 1877, 1882, 0.5, 1.4, 0] -['A Shaw', 13.51, 23.99, 'Spin', 1877, 1882, 0.5, 0.6903623796912345, 4] -['J Southerton', 9.14, 28.03, 'Med', 1877, 1877, 0.5, 1.0706423854312588, 0] -['G Ulyett', 39.78, 44.53, 'Fast', 1877, 1890, 0.5, 1.063768765871795, 0] -['CA Absolom', 14.31, 500, 'Bat', 1879, 1879, 0.5, 1.4, 0] -['Lord Harris', 29.26, 199.81, 'Bat', 1879, 1884, 0.5, 2.4942660550458715, 4] -['L Hone', 13.33, 500, 'WK', 1879, 1879, 0.5, 1.4, 0] -['AN Hornby', 23.26, 50.34, 'Bat', 1879, 1884, 0.5, 0.0, 2] -['AP Lucas', 27.7, 52.14, 'PartSpin', 1879, 1884, 0.5, 1.238532110091743, 0] -['FA MacKinnon', 12.61, 500, 'Bat', 1879, 1879, 0.5, 1.4, 0] -['VPFA Royle', 13.21, 188.63, 'Bat', 1879, 1879, 0.5, 0.9782608695652175, 0] -['SS Schultz', 14.26, 73.53, 'PartMed', 1879, 1879, 0.5, 1.9948849104859334, 0] -['AJ Webbe', 24.74, 500, 'Bat', 1879, 1879, 0.5, 1.4, 0] -['W Barnes', 37.67, 35.46, 'Fast', 1880, 1890, 0.5, 0.9623319256346778, 0] -['EM Grace', 19.56, 500, 'OpenBat', 1880, 1880, 0.375, 1.4, 0] -['GF Grace', 21.77, 500, 'OpenBat', 1880, 1880, 0.0, 1.4, 0] -['WG Grace', 50.29, 37.96, 'OpenPartMed', 1880, 1899, 0.5, 0.9577144712279846, 13] +['T Armitage', 12.23, 58.61, 'Bat', 1877, 1877, 0.5, 1.2, 0] +['HRJ Charlwood', 20.64, 500, 'Bat', 1877, 1877, 0.5, 1.2, 0] +['T Emmett', 16.78, 43.39, 'Fast', 1877, 1882, 0.5, 1.0356899737430711, 0] +['A Greenwood', 18.06, 500, 'Bat', 1877, 1877, 0.5, 1.2, 0] +['A Hill', 12.28, 47.32, 'Fast', 1877, 1877, 0.5, 1.0061919504643964, 0] +['H Jupp', 25.99, 500, 'OpenBat', 1877, 1877, 0.5, 1.2, 0] +['James Lillywhite jnr', 14.3, 44.18, 'Spin', 1877, 1877, 0.5, 0.975232198142415, 0] +['J Selby', 22.53, 500, 'WK', 1877, 1882, 0.5, 1.2, 0] +['A Shaw', 13.51, 42.22, 'Spin', 1877, 1882, 0.5, 0.8, 4] +['J Southerton', 9.14, 44.33, 'Med', 1877, 1877, 0.5, 1.0706423854312588, 0] +['G Ulyett', 39.78, 49.61, 'Fast', 1877, 1890, 0.5, 1.063768765871795, 0] +['CA Absolom', 14.31, 500, 'Bat', 1879, 1879, 0.5, 1.2, 0] +['Lord Harris', 29.26, 70.26, 'Bat', 1879, 1884, 0.5, 1.2, 4] +['L Hone', 13.33, 500, 'WK', 1879, 1879, 0.5, 1.2, 0] +['AN Hornby', 23.26, 50.34, 'Bat', 1879, 1884, 0.5, 1.2, 2] +['AP Lucas', 27.7, 59.48, 'PartSpin', 1879, 1884, 0.5, 1.2, 0] +['FA MacKinnon', 12.61, 500, 'Bat', 1879, 1879, 0.5, 1.2, 0] +['VPFA Royle', 13.21, 67.19, 'Bat', 1879, 1879, 0.5, 0.9782608695652175, 0] +['SS Schultz', 14.26, 73.53, 'PartMed', 1879, 1879, 0.5, 1.2, 0] +['AJ Webbe', 24.74, 500, 'Bat', 1879, 1879, 0.5, 1.2, 0] +['W Barnes', 37.67, 45.6, 'Fast', 1880, 1890, 0.5, 0.9623319256346778, 0] +['EM Grace', 19.56, 500, 'OpenBat', 1880, 1880, 0.375, 1.2, 0] +['GF Grace', 21.77, 500, 'OpenBat', 1880, 1880, 0.0, 1.2, 0] +['WG Grace', 50.29, 47.4, 'OpenPartMed', 1880, 1899, 0.5, 0.9577144712279846, 13] ['Hon.A Lyttelton', 24.85, 298.95, 'WK', 1880, 1884, 0.5, 1.0894495412844036, 0] -['F Morley', 5.08, 26.83, 'Fast', 1880, 1883, 0.5, 0.8381470155170461, 0] -['F Penn', 24.46, 199.96, 'Bat', 1880, 1880, 0.5494505494505495, 0.4424778761061947, 0] -['AG Steel', 43.74, 33.98, 'Med', 1880, 1888, 0.5, 1.2187751813053989, 4] -['RG Barlow', 34.1, 32.94, 'OpenMed', 1882, 1887, 0.5, 0.8556066217482488, 0] -['W Bates', 38.61, 35.49, 'Spin', 1882, 1887, 0.5, 0.9514869156062398, 0] -['WE Midwinter', 19.26, 40.75, 'Med', 1877, 1887, 0.5, 0.9652971679297965, 0] -['E Peate', 12.81, 30.79, 'Spin', 1882, 1886, 0.5, 0.8927637770574087, 0] -['R Pilling', 11.69, 500, 'WK', 1882, 1888, 0.5, 1.4, 0] -['WH Scotton', 31.04, 326.98, 'Bat', 1882, 1887, 0.5, 2.73972602739726, 0] -['A Shrewsbury snr', 57.49, 324.15, 'OpenBat', 1882, 1893, 0.5, 0.4608294930875576, 7] -['JM Read', 28.2, 500, 'Bat', 1882, 1893, 0.5, 1.4, 0] -['CT Studd', 28.04, 41.0, 'OpenPartFast', 1882, 1883, 0.5, 0.7024082568807338, 0] -['Hon.IFW Bligh', 19.18, 500, 'Bat', 1883, 1883, 0.5, 1.4, 0] -['CFH Leslie', 21.86, 319.83, 'PartFast', 1883, 1883, 0.5, 1.2614678899082568, 0] -['WW Read', 43.36, 93.63, 'Bat', 1883, 1893, 0.5, 2.9032258064516134, 2] -['GB Studd', 18.15, 500, 'Bat', 1883, 1883, 0.5, 1.4, 0] -['EFS Tylecote', 22.77, 500, 'WK', 1883, 1886, 0.5, 1.4, 0] -['GF Vernon', 20.81, 500, 'Bat', 1883, 1883, 0.5, 1.4, 0] -["TC O'Brien", 25.28, 500, 'Bat', 1884, 1896, 0.5, 1.4, 1] -['S Christopherson', 9.67, 61.44, 'PartFast', 1884, 1884, 0.5, 1.3900080580177276, 0] -['W Attewell', 19.61, 34.0, 'Med', 1884, 1892, 0.5, 0.6073247635217075, 0] -['J Briggs', 27.79, 29.76, 'Spin', 1884, 1899, 0.5, 0.9741588289634392, 0] -['W Flowers', 26.4, 34.33, 'Spin', 1884, 1893, 0.5, 0.9538848248525668, 0] -['J Hunter', 11.34, 500, 'WK', 1884, 1885, 0.5, 1.4, 0] -['R Peel', 22.94, 29.95, 'Spin', 1884, 1896, 0.5, 0.888637870999834, 0] -['GA Lohmann', 16.31, 24.46, 'Fast', 1886, 1896, 0.5, 0.8067215639017207, 0] -['W Gunn', 32.38, 500, 'Bat', 1887, 1899, 0.5, 1.4, 0] -['M Sherwin', 9.96, 500, 'WK', 1887, 1888, 0.5, 1.4, 0] -['R Wood', 16.64, 500, 'Bat', 1887, 1887, 0.5, 1.4, 0] -['W Newham', 29.19, 500, 'Bat', 1888, 1888, 0.1897810218978102, 1.4, 0] -['AE Stoddart', 46.17, 54.89, 'Bat', 1888, 1898, 0.5, 1.4038231780167265, 8] -['R Abel', 40.51, 496.28, 'OpenBat', 1888, 1902, 0.5, 1.4, 0] -['J Shuter', 25.52, 500, 'OpenBat', 1888, 1888, 0.5, 1.4, 0] -['FH Sugg', 29.56, 500, 'Bat', 1888, 1888, 0.5, 1.4, 0] -['H Wood', 26.76, 500, 'WK', 1888, 1892, 0.5, 1.4, 0] -['MP Bowden', 18.64, 500, 'Bat', 1889, 1889, 0.5, 1.4, 0] -['Hon.CJ Coventry', 19.83, 500, 'Bat', 1889, 1889, 0.5, 1.4, 0] -['AJ Fothergill', 13.27, 47.97, 'Fast', 1889, 1889, 0.5, 0.7646559048428206, 0] -['BAF Grieve', 41.72, 500, 'Bat', 1889, 1889, 0.5, 1.4, 0] -['F Hearne', 19.86, 62.05, 'OpenBat', 1889, 1896, 0.5, 1.5995734470807785, 0] -['CA Smith', 12.95, 55.61, 'Fast', 1889, 1889, 0.5, 1.0802833530106257, 0] -['JEP McMaster', 9.29, 500, 'Bat', 1889, 1889, 0.0, 1.4, 0] -['G MacGregor', 19.06, 500, 'WK', 1890, 1893, 0.5, 1.4, 0] -['J Cranston', 19.15, 500, 'Bat', 1890, 1890, 0.5, 1.4, 0] -['F Martin', 13.93, 35.91, 'Med', 1890, 1892, 0.5, 0.8818011257035647, 0] -['JW Sharpe', 9.59, 41.79, 'Fast', 1890, 1892, 0.5, 0.802103879026956, 0] -['G Bean', 22.67, 500, 'Bat', 1892, 1892, 0.5, 1.4, 0] -['VA Barton', 23.65, 500, 'Bat', 1892, 1892, 0.5, 1.4, 0] -['W Chatterton', 26.69, 500, 'OpenBat', 1892, 1892, 0.5, 1.4, 0] -['JJ Ferris', 15.16, 33.94, 'Med', 1887, 1892, 0.5, 0.909902082795219, 0] -['A Hearne', 24.6, 500, 'OpenBat', 1892, 1892, 0.5, 1.4, 0] -['GG Hearne', 19.3, 500, 'Bat', 1892, 1892, 0.5, 1.4, 0] -['JT Hearne', 10.81, 27.89, 'Med', 1892, 1899, 0.5, 0.8521295362903225, 0] -['WL Murdoch', 48.06, 500, 'Bat', 1877, 1892, 0.5, 1.4, 16] -['AD Pougher', 18.37, 44.4, 'Fast', 1892, 1892, 0.5, 0.6139315230224321, 0] -['H Philipson', 12.88, 500, 'WK', 1892, 1895, 0.5, 1.4, 0] -['Hon.FS Jackson', 54.84, 36.24, 'PartFast', 1893, 1905, 0.5, 1.127161921959202, 5] -['WH Lockwood', 20.29, 28.34, 'Fast', 1893, 1902, 0.5, 0.9982345304736622, 0] -['AW Mold', 6.67, 29.75, 'Fast', 1893, 1893, 0.5, 1.1530122856579725, 0] -['E Wainwright', 19.11, 33.45, 'PartSpin', 1893, 1898, 0.5, 1.3471948818897637, 0] -['A Ward', 35.8, 500, 'OpenBat', 1893, 1895, 0.5, 1.4, 0] -['W Brockwell', 22.94, 46.99, 'PartFast', 1893, 1899, 0.5, 1.2443621134020617, 0] -['T Richardson', 10.8, 29.9, 'Fast', 1893, 1898, 0.5, 1.1567641173855046, 0] -['JT Brown', 33.45, 61.75, 'Bat', 1894, 1899, 0.5, 1.4732142857142856, 0] -['FGJ Ford', 22.47, 53.82, 'PartSpin', 1894, 1895, 0.5, 1.5056022408963585, 0] -['LH Gay', 12.09, 500, 'WK', 1894, 1894, 0.5, 1.4, 0] -['AC MacLaren', 41.08, 485.04, 'OpenBat', 1894, 1909, 0.5, 1.4, 22] -['HR Bromley-Davenport', 15.16, 36.48, 'PartFast', 1896, 1899, 0.5, 1.4102410360954551, 0] -['HR Butt', 11.33, 480.96, 'WK', 1896, 1896, 0.5, 1.4, 0] -['CB Fry', 40.26, 63.34, 'Bat', 1896, 1912, 0.5, 0.6716417910447761, 6] -['Lord Hawke', 16.35, 478.66, 'Bat', 1896, 1899, 0.5, 1.4, 4] -['TW Hayward', 41.79, 43.5, 'OpenPartMed', 1896, 1909, 0.5, 1.2934559683933715, 0] -['AJL Hill', 28.55, 55.23, 'Bat', 1896, 1896, 0.5, 0.46875, 0] -['AM Miller', 20.27, 480.96, 'Bat', 1896, 1896, 0.5, 1.4, 0] -['SMJ Woods', 26.0, 42.4, 'Fast', 1888, 1896, 0.5, 1.5044531814169941, 0] -['CW Wright', 16.07, 480.96, 'Bat', 1896, 1896, 0.5, 1.4, 0] -['C Heseltine', 8.9, 50.11, 'Fast', 1896, 1896, 0.5, 1.253980891719745, 0] -['EJ Tyler', 8.66, 35.69, 'Spin', 1896, 1896, 0.5, 1.050646551724138, 0] -['AFA Lilley', 24.89, 59.16, 'WK', 1896, 1909, 0.5, 2.067415730337079, 0] -['KS Ranjitsinhji', 53.34, 73.41, 'Bat', 1896, 1902, 0.5, 0.9001384828435143, 0] -['EG Wynyard', 23.97, 172.31, 'Bat', 1896, 1906, 0.5, 1.579925650557621, 0] -['NF Druce', 27.01, 478.66, 'Bat', 1897, 1898, 0.5, 1.4, 0] -['GH Hirst', 27.37, 32.73, 'Fast', 1897, 1909, 0.5, 0.9919022668048978, 0] -['JR Mason', 25.66, 38.56, 'OpenPartFast', 1897, 1898, 0.5, 1.0257469365276057, 0] -['W Storer', 24.22, 68.23, 'WK', 1897, 1899, 0.5, 1.4338821030270847, 0] -['JH Board', 16.32, 485.04, 'WK', 1899, 1906, 0.5, 1.4, 0] -['WR Cuttell', 17.57, 33.25, 'Spin', 1899, 1899, 0.5, 0.5734485467399842, 0] -['S Haigh', 13.41, 26.12, 'Fast', 1899, 1912, 0.5, 1.0300287039081477, 0] -['FW Milligan', 13.71, 51.41, 'Bat', 1899, 1899, 0.5, 1.4427860696517412, 0] -['F Mitchell', 21.86, 478.09, 'Bat', 1899, 1912, 0.5, 1.4, 3] -['AE Trott', 22.91, 33.07, 'Spin', 1895, 1899, 0.5, 0.9421200115953232, 0] -['JT Tyldesley', 38.48, 500, 'Bat', 1899, 1909, 0.5, 1.4, 0] -['PF Warner', 29.6, 478.09, 'OpenBat', 1899, 1912, 0.5, 1.4, 10] -['CEM Wilson', 17.0, 491.4, 'Bat', 1899, 1899, 0.5, 1.4, 0] -['AG Archer', 22.64, 491.4, 'Bat', 1899, 1899, 0.5, 1.4, 0] -['W Rhodes', 35.79, 30.98, 'Spin', 1899, 1930, 0.5, 0.8923143725575337, 0] -['GL Jessop', 26.95, 37.52, 'PartFast', 1899, 1912, 0.5, 1.0362997658079627, 0] -['W Mead', 9.46, 33.24, 'PartSpin', 1899, 1899, 0.5, 0.768797521824838, 0] +['F Morley', 5.08, 44.07, 'Fast', 1880, 1883, 0.5, 0.8381470155170461, 0] +['F Penn', 24.46, 77.61, 'Bat', 1880, 1880, 0.5494505494505495, 0.8, 0] +['AG Steel', 43.74, 50.3, 'Med', 1880, 1888, 0.5, 1.2, 4] +['RG Barlow', 34.1, 46.88, 'OpenMed', 1882, 1887, 0.5, 0.8556066217482488, 0] +['W Bates', 38.61, 45.48, 'Spin', 1882, 1887, 0.5, 0.9514869156062398, 0] +['WE Midwinter', 19.26, 51.75, 'Med', 1877, 1887, 0.5, 0.9652971679297965, 0] +['E Peate', 12.81, 47.18, 'Spin', 1882, 1886, 0.5, 0.8927637770574087, 0] +['R Pilling', 11.69, 500, 'WK', 1882, 1888, 0.5, 1.2, 0] +['WH Scotton', 31.04, 326.98, 'Bat', 1882, 1887, 0.5, 1.2, 0] +['A Shrewsbury snr', 57.49, 324.15, 'OpenBat', 1882, 1893, 0.5, 0.8, 7] +['JM Read', 28.2, 500, 'Bat', 1882, 1893, 0.5, 1.2, 0] +['CT Studd', 28.04, 54.04, 'OpenPartFast', 1882, 1883, 0.5, 0.8, 0] +['Hon.IFW Bligh', 19.18, 500, 'Bat', 1883, 1883, 0.5, 1.2, 0] +['CFH Leslie', 21.86, 319.83, 'PartFast', 1883, 1883, 0.5, 1.2, 0] +['WW Read', 43.36, 91.33, 'Bat', 1883, 1893, 0.5, 1.2, 2] +['GB Studd', 18.15, 500, 'Bat', 1883, 1883, 0.5, 1.2, 0] +['EFS Tylecote', 22.77, 500, 'WK', 1883, 1886, 0.5, 1.2, 0] +['GF Vernon', 20.81, 500, 'Bat', 1883, 1883, 0.5, 1.2, 0] +["TC O'Brien", 25.28, 500, 'Bat', 1884, 1896, 0.5, 1.2, 1] +['S Christopherson', 9.67, 63.83, 'Fast', 1884, 1884, 0.5, 1.2, 0] +['W Attewell', 19.61, 45.86, 'Med', 1884, 1892, 0.5, 0.8, 0] +['J Briggs', 27.79, 36.49, 'Spin', 1884, 1899, 0.5, 0.9741588289634392, 0] +['W Flowers', 26.4, 48.38, 'Spin', 1884, 1893, 0.5, 0.9538848248525668, 0] +['J Hunter', 11.34, 500, 'WK', 1884, 1885, 0.5, 1.2, 0] +['R Peel', 22.94, 36.72, 'Spin', 1884, 1896, 0.5, 0.888637870999834, 0] +['GA Lohmann', 16.31, 36.56, 'Fast', 1886, 1896, 0.5, 0.8067215639017207, 0] +['W Gunn', 32.38, 500, 'Bat', 1887, 1899, 0.5, 1.2, 0] +['M Sherwin', 9.96, 500, 'WK', 1887, 1888, 0.5, 1.2, 0] +['R Wood', 16.64, 500, 'Bat', 1887, 1887, 0.5, 1.2, 0] +['W Newham', 29.19, 500, 'Bat', 1888, 1888, 0.1897810218978102, 1.2, 0] +['AE Stoddart', 46.17, 54.89, 'Bat', 1888, 1898, 0.5, 1.2, 8] +['R Abel', 40.51, 496.28, 'OpenBat', 1888, 1902, 0.5, 1.2, 0] +['J Shuter', 25.52, 500, 'OpenBat', 1888, 1888, 0.5, 1.2, 0] +['FH Sugg', 29.56, 500, 'Bat', 1888, 1888, 0.5, 1.2, 0] +['H Wood', 26.76, 500, 'WK', 1888, 1892, 0.5, 1.2, 0] +['MP Bowden', 18.64, 500, 'Bat', 1889, 1889, 0.5, 1.2, 0] +['Hon.CJ Coventry', 19.83, 500, 'Bat', 1889, 1889, 0.5, 1.2, 0] +['AJ Fothergill', 13.27, 60.54, 'Fast', 1889, 1889, 0.5, 0.8, 0] +['BAF Grieve', 41.72, 500, 'Bat', 1889, 1889, 0.5, 1.2, 0] +['F Hearne', 19.86, 62.05, 'OpenBat', 1889, 1896, 0.5, 1.2, 0] +['CA Smith', 12.95, 57.24, 'Fast', 1889, 1889, 0.5, 1.0802833530106257, 0] +['JEP McMaster', 9.29, 500, 'Bat', 1889, 1889, 0.0, 1.2, 0] +['G MacGregor', 19.06, 500, 'WK', 1890, 1893, 0.5, 1.2, 0] +['J Cranston', 19.15, 500, 'Bat', 1890, 1890, 0.5, 1.2, 0] +['F Martin', 13.93, 47.31, 'Med', 1890, 1892, 0.5, 0.8818011257035647, 0] +['JW Sharpe', 9.59, 58.0, 'Fast', 1890, 1892, 0.5, 0.802103879026956, 0] +['G Bean', 22.67, 500, 'Bat', 1892, 1892, 0.5, 1.2, 0] +['VA Barton', 23.65, 500, 'Bat', 1892, 1892, 0.5, 1.2, 0] +['W Chatterton', 26.69, 500, 'OpenBat', 1892, 1892, 0.5, 1.2, 0] +['JJ Ferris', 15.16, 43.09, 'Med', 1887, 1892, 0.5, 0.909902082795219, 0] +['A Hearne', 24.6, 500, 'OpenBat', 1892, 1892, 0.5, 1.2, 0] +['GG Hearne', 19.3, 500, 'Bat', 1892, 1892, 0.5, 1.2, 0] +['JT Hearne', 10.81, 33.8, 'Med', 1892, 1899, 0.5, 0.8521295362903225, 0] +['WL Murdoch', 48.06, 500, 'Bat', 1877, 1892, 0.5, 1.2, 16] +['AD Pougher', 18.37, 53.66, 'Fast', 1892, 1892, 0.5, 0.8, 0] +['H Philipson', 12.88, 500, 'WK', 1892, 1895, 0.5, 1.2, 0] +['Hon.FS Jackson', 54.84, 40.08, 'PartFast', 1893, 1905, 0.5, 1.127161921959202, 5] +['WH Lockwood', 20.29, 34.31, 'Fast', 1893, 1902, 0.5, 0.9982345304736622, 0] +['AW Mold', 6.67, 42.94, 'Fast', 1893, 1893, 0.5, 1.1530122856579725, 0] +['E Wainwright', 19.11, 37.52, 'PartSpin', 1893, 1898, 0.5, 1.2, 0] +['A Ward', 35.8, 500, 'OpenBat', 1893, 1895, 0.5, 1.2, 0] +['W Brockwell', 22.94, 46.99, 'PartFast', 1893, 1899, 0.5, 1.2, 0] +['T Richardson', 10.8, 33.93, 'Fast', 1893, 1898, 0.5, 1.1567641173855046, 0] +['JT Brown', 33.45, 60.66, 'Bat', 1894, 1899, 0.5, 1.2, 0] +['FGJ Ford', 22.47, 53.82, 'PartSpin', 1894, 1895, 0.5, 1.2, 0] +['LH Gay', 12.09, 500, 'WK', 1894, 1894, 0.5, 1.2, 0] +['AC MacLaren', 41.08, 485.04, 'OpenBat', 1894, 1909, 0.5, 1.2, 22] +['HR Bromley-Davenport', 15.16, 46.69, 'PartFast', 1896, 1899, 0.5, 1.2, 0] +['HR Butt', 11.33, 480.96, 'WK', 1896, 1896, 0.5, 1.2, 0] +['CB Fry', 40.26, 63.01, 'Bat', 1896, 1912, 0.5, 0.8, 6] +['Lord Hawke', 16.35, 478.66, 'Bat', 1896, 1899, 0.5, 1.2, 4] +['TW Hayward', 41.79, 43.59, 'OpenPartMed', 1896, 1909, 0.5, 1.2, 0] +['AJL Hill', 28.55, 55.23, 'Bat', 1896, 1896, 0.5, 0.8, 0] +['AM Miller', 20.27, 480.96, 'Bat', 1896, 1896, 0.5, 1.2, 0] +['SMJ Woods', 26.0, 46.7, 'Fast', 1888, 1896, 0.5, 1.2, 0] +['CW Wright', 16.07, 480.96, 'Bat', 1896, 1896, 0.5, 1.2, 0] +['C Heseltine', 8.9, 50.11, 'Fast', 1896, 1896, 0.5, 1.2, 0] +['EJ Tyler', 8.66, 37.14, 'Spin', 1896, 1896, 0.5, 1.050646551724138, 0] +['AFA Lilley', 24.89, 59.16, 'WK', 1896, 1909, 0.5, 1.2, 0] +['KS Ranjitsinhji', 51.24, 73.41, 'Bat', 1896, 1902, 0.5, 0.9001384828435143, 0] +['EG Wynyard', 23.97, 64.74, 'Bat', 1896, 1906, 0.5, 1.2, 0] +['NF Druce', 27.01, 478.66, 'Bat', 1897, 1898, 0.5, 1.2, 0] +['GH Hirst', 27.37, 36.86, 'Fast', 1897, 1909, 0.5, 0.9919022668048978, 0] +['JR Mason', 25.66, 39.53, 'OpenPartFast', 1897, 1898, 0.5, 1.0257469365276057, 0] +['W Storer', 24.22, 68.23, 'WK', 1897, 1899, 0.5, 1.2, 0] +['JH Board', 16.32, 485.04, 'WK', 1899, 1906, 0.5, 1.2, 0] +['WR Cuttell', 17.57, 38.97, 'Spin', 1899, 1899, 0.5, 0.8, 0] +['S Haigh', 13.41, 35.92, 'Fast', 1899, 1912, 0.5, 1.0300287039081477, 0] +['FW Milligan', 13.71, 49.97, 'Bat', 1899, 1899, 0.5, 1.2, 0] +['F Mitchell', 21.86, 478.09, 'Bat', 1899, 1912, 0.5, 1.2, 3] +['AE Trott', 22.91, 35.91, 'Spin', 1895, 1899, 0.5, 0.9421200115953232, 0] +['JT Tyldesley', 38.48, 500, 'Bat', 1899, 1909, 0.5, 1.2, 0] +['PF Warner', 29.6, 478.09, 'OpenBat', 1899, 1912, 0.5, 1.2, 10] +['CEM Wilson', 17.0, 491.4, 'Bat', 1899, 1899, 0.5, 1.2, 0] +['AG Archer', 22.64, 491.4, 'Bat', 1899, 1899, 0.5, 1.2, 0] +['W Rhodes', 35.79, 32.74, 'Spin', 1899, 1930, 0.5, 0.8923143725575337, 0] +['GL Jessop', 26.95, 37.84, 'PartFast', 1899, 1912, 0.5, 1.0362997658079627, 0] +['W Mead', 9.46, 39.64, 'Spin', 1899, 1899, 0.5, 0.8, 0] ['CL Townsend', 24.1, 40.67, 'Spin', 1899, 1899, 0.5, 1.1993603411513858, 0] -['WG Quaife', 29.24, 45.0, 'Bat', 1899, 1902, 0.5, 0.885608856088561, 0] +['WG Quaife', 29.24, 44.52, 'Bat', 1899, 1902, 0.5, 0.885608856088561, 0] ['HI Young', 10.4, 43.33, 'Med', 1899, 1899, 0.5, 1.054976913991195, 0] -['WM Bradley', 5.3, 41.68, 'Fast', 1899, 1899, 0.5, 0.8346268656716418, 0] -['AO Jones', 22.24, 66.79, 'Bat', 1899, 1909, 0.5, 1.3059701492537312, 2] -['SF Barnes', 9.61, 21.71, 'Fast', 1901, 1914, 0.5, 0.8607554010831034, 0] -['C Blythe', 10.29, 24.73, 'Spin', 1901, 1910, 0.5, 0.8781660486455911, 0] +['WM Bradley', 5.3, 42.28, 'Fast', 1899, 1899, 0.5, 0.8346268656716418, 0] +['AO Jones', 22.24, 66.79, 'Bat', 1899, 1909, 0.5, 1.2, 2] +['SF Barnes', 9.61, 23.87, 'Fast', 1901, 1914, 0.5, 0.8607554010831034, 0] +['C Blythe', 10.29, 30.11, 'Spin', 1901, 1910, 0.5, 0.8781660486455911, 0] ['LC Braund', 32.49, 46.52, 'Spin', 1901, 1908, 0.5, 1.0649773471669248, 0] ['JR Gunn', 26.22, 38.29, 'Med', 1901, 1905, 0.5, 0.8705334548031177, 0] -['CP McGahey', 25.64, 485.04, 'Bat', 1902, 1902, 0.5, 1.4, 0] -['LCH Palairet', 26.89, 485.04, 'OpenBat', 1902, 1902, 0.5, 1.4, 0] -['FW Tate', 8.59, 34.8, 'Med', 1902, 1902, 0.5, 1.1938202247191012, 0] +['CP McGahey', 25.64, 485.04, 'Bat', 1902, 1902, 0.5, 1.2, 0] +['LCH Palairet', 26.89, 485.04, 'OpenBat', 1902, 1902, 0.5, 1.2, 0] +['FW Tate', 8.59, 37.13, 'Med', 1902, 1902, 0.5, 1.1938202247191012, 0] ['EG Arnold', 23.94, 37.15, 'Fast', 1903, 1907, 0.5, 1.0252073507887463, 0] -['BJT Bosanquet', 24.66, 42.87, 'Spin', 1903, 1905, 0.5, 1.394060624711494, 0] -['RE Foster', 41.63, 495.87, 'Bat', 1903, 1907, 0.5, 1.4, 3] -['AE Relf', 25.85, 32.72, 'Fast', 1903, 1914, 0.5, 0.7717996289424861, 0] -['A Fielder', 10.35, 33.38, 'Fast', 1904, 1908, 0.5, 1.0218453578614546, 0] -['AE Knight', 26.41, 500, 'Bat', 1904, 1904, 0.5, 1.4, 0] -['D Denton', 26.43, 477.71, 'Bat', 1905, 1910, 0.5, 1.4, 0] +['BJT Bosanquet', 24.66, 42.87, 'Spin', 1903, 1905, 0.5, 1.2, 0] +['RE Foster', 41.63, 495.87, 'Bat', 1903, 1907, 0.5, 1.2, 3] +['AE Relf', 25.85, 35.42, 'Fast', 1903, 1914, 0.5, 0.8, 0] +['A Fielder', 10.35, 36.06, 'Fast', 1904, 1908, 0.5, 1.0218453578614546, 0] +['AE Knight', 26.41, 500, 'Bat', 1904, 1904, 0.5, 1.2, 0] +['D Denton', 26.43, 477.71, 'Bat', 1905, 1910, 0.5, 1.2, 0] ['A Warren', 11.65, 40.17, 'Fast', 1905, 1905, 0.5, 1.044684129429892, 0] -['W Brearley', 4.71, 31.32, 'Fast', 1905, 1912, 0.5, 1.1110251450676982, 0] -['RH Spooner', 33.21, 477.71, 'Bat', 1905, 1912, 0.5, 1.4, 0] -['JN Crawford', 26.71, 35.06, 'Spin', 1906, 1908, 0.5, 1.1348161597821156, 0] -['FL Fane', 29.58, 477.71, 'Bat', 1906, 1910, 0.5, 1.4, 5] -['EG Hayes', 25.6, 50.1, 'Bat', 1906, 1912, 0.5, 1.265206812652068, 0] -['WS Lees', 14.98, 32.52, 'Fast', 1906, 1906, 0.5, 0.7967470427661512, 0] -['LJ Moon', 21.12, 478.09, 'Bat', 1906, 1906, 0.5, 1.4, 0] -['JC Hartley', 8.64, 52.86, 'PartSpin', 1906, 1906, 0.5, 1.283482142857143, 0] -['NA Knox', 7.56, 41.66, 'Fast', 1907, 1907, 0.5, 1.811594202898551, 0] -['G Gunn', 38.97, 146.73, 'Bat', 1907, 1930, 0.5, 1.4705882352941175, 0] -['J Hardstaff snr', 30.66, 477.71, 'Bat', 1907, 1908, 0.5, 1.4, 0] -['KL Hutchings', 29.06, 83.36, 'Bat', 1907, 1909, 0.5, 1.9636363636363638, 0] -['RA Young', 19.91, 477.71, 'WK', 1907, 1908, 0.5, 1.4, 0] +['W Brearley', 4.71, 36.96, 'Fast', 1905, 1912, 0.5, 1.1110251450676982, 0] +['RH Spooner', 33.21, 477.71, 'Bat', 1905, 1912, 0.5, 1.2, 0] +['JN Crawford', 26.71, 38.14, 'Spin', 1906, 1908, 0.5, 1.1348161597821156, 0] +['FL Fane', 29.58, 477.71, 'Bat', 1906, 1910, 0.5, 1.2, 5] +['EG Hayes', 25.6, 50.1, 'Bat', 1906, 1912, 0.5, 1.2, 0] +['WS Lees', 14.98, 34.75, 'Fast', 1906, 1906, 0.5, 0.8, 0] +['LJ Moon', 21.12, 478.09, 'Bat', 1906, 1906, 0.5, 1.2, 0] +['JC Hartley', 8.64, 52.86, 'Spin', 1906, 1906, 0.5, 1.2, 0] +['NA Knox', 7.56, 44.43, 'Fast', 1907, 1907, 0.5, 1.2, 0] +['G Gunn', 38.97, 56.42, 'Bat', 1907, 1930, 0.5, 1.2, 0] +['J Hardstaff snr', 30.66, 477.71, 'Bat', 1907, 1908, 0.5, 1.2, 0] +['KL Hutchings', 29.06, 83.36, 'Bat', 1907, 1909, 0.5, 1.2, 0] +['RA Young', 19.91, 477.71, 'WK', 1907, 1908, 0.5, 1.2, 0] ['JB Hobbs', 56.5, 47.88, 'OpenBat', 1908, 1930, 0.5, 0.9715788647248175, 0] -['J Humphries', 11.97, 477.71, 'WK', 1908, 1908, 0.5, 1.4, 0] -['GJ Thompson', 23.91, 30.44, 'Fast', 1909, 1910, 0.5, 1.0182882223847842, 0] -['JH King', 25.67, 42.01, 'PartMed', 1909, 1909, 0.5, 1.338199513381995, 0] -['J Sharp', 31.6, 52.4, 'PartFast', 1909, 1909, 0.5, 1.3282278329544093, 0] -['DW Carr', 6.15, 33.79, 'Spin', 1909, 1909, 0.5, 1.4915899714376388, 0] -['FE Woolley', 34.24, 29.72, 'PartSpin', 1909, 1934, 0.5, 0.9963455531664498, 0] +['J Humphries', 11.97, 477.71, 'WK', 1908, 1908, 0.5, 1.2, 0] +['GJ Thompson', 23.91, 36.07, 'Fast', 1909, 1910, 0.5, 1.0182882223847842, 0] +['JH King', 25.67, 42.01, 'PartMed', 1909, 1909, 0.5, 1.2, 0] +['J Sharp', 31.6, 52.4, 'PartFast', 1909, 1909, 0.5, 1.2, 0] +['DW Carr', 6.15, 45.72, 'Spin', 1909, 1909, 0.5, 1.2, 0] +['FE Woolley', 34.24, 31.11, 'PartSpin', 1909, 1934, 0.5, 0.9963455531664498, 0] ['MC Bird', 20.04, 51.81, 'PartMed', 1910, 1914, 0.5, 0.9999722229938058, 0] ['CP Buckenham', 11.48, 39.45, 'Fast', 1910, 1910, 0.5, 1.0946008306414396, 0] -['HDG Leveson Gower', 20.86, 476.76, 'Bat', 1910, 1910, 0.5, 1.4, 0] -['GHT Simpson-Hayward', 15.21, 37.89, 'Spin', 1910, 1910, 0.5, 1.0204494837011542, 0] -['H Strudwick', 8.31, 416.81, 'WK', 1910, 1926, 0.5, 1.4, 0] -['NC Tufnell', 10.22, 476.76, 'WK', 1910, 1910, 0.5, 1.4, 0] +['HDG Leveson Gower', 20.86, 476.76, 'Bat', 1910, 1910, 0.5, 1.2, 0] +['GHT Simpson-Hayward', 15.21, 40.59, 'Spin', 1910, 1910, 0.5, 1.0204494837011542, 0] +['H Strudwick', 8.31, 416.81, 'WK', 1910, 1926, 0.5, 1.2, 0] +['NC Tufnell', 10.22, 476.76, 'WK', 1910, 1910, 0.5, 1.2, 0] ['JWHT Douglas', 29.89, 32.97, 'Fast', 1911, 1925, 0.5, 1.1656974311773072, 18] -['FR Foster', 23.25, 32.86, 'Fast', 1911, 1912, 0.5, 0.8167393343192222, 0] +['FR Foster', 23.25, 35.78, 'Fast', 1911, 1912, 0.5, 0.8167393343192222, 0] ['JW Hearne', 27.66, 38.86, 'PartSpin', 1911, 1926, 0.5, 1.1021872863978126, 0] -['SP Kinneir', 28.95, 483.68, 'OpenBat', 1911, 1911, 0.37410071942446044, 1.4, 0] -['CP Mead', 43.04, 381.8, 'Bat', 1911, 1928, 0.5, 1.4, 0] -['JW Hitch', 14.48, 31.41, 'PartFast', 1912, 1921, 0.5, 1.4914414207700426, 0] -['EJ Smith', 16.4, 475.81, 'WK', 1912, 1913, 0.5, 1.4, 0] -['J Vine', 27.49, 475.81, 'Bat', 1912, 1912, 0.21296296296296297, 1.4, 0] -['H Dean', 8.4, 28.22, 'Fast', 1912, 1912, 0.5, 0.7387378687653904, 0] -['MW Booth', 18.09, 34.79, 'Fast', 1913, 1914, 0.5, 0.892857142857143, 0] -['Lord Tennyson', 24.23, 168.02, 'Bat', 1913, 1921, 0.5, 0.36363636363636365, 3] -['EH Hendren', 46.16, 60.35, 'Bat', 1920, 1935, 0.5, 1.5893360676749548, 0] -['CH Parkin', 8.94, 24.59, 'Spin', 1920, 1924, 0.5, 1.2377582092008887, 0] -['CAG Russell', 40.74, 379.63, 'OpenBat', 1920, 1923, 0.5, 1.4, 0] -['A Waddington', 8.03, 28.32, 'PartFast', 1920, 1921, 0.2909090909090909, 0.9688975736850676, 0] -['H Howell', 5.1, 31.36, 'PartFast', 1921, 1924, 0.5, 1.3998447399393985, 0] -['JWH Makepeace', 26.96, 372.79, 'Bat', 1921, 1921, 0.3980028530670471, 1.4, 0] -['PGH Fender', 18.0, 32.45, 'Spin', 1921, 1929, 0.5, 1.275180785123967, 0] -['A Dolphin', 7.73, 385.6, 'WK', 1933, 1937, 0.25, 1.4, 0] -['ER Wilson', 12.28, 25.56, 'Spin', 1921, 1921, 0.2127659574468085, 0.6677177037930075, 0] -['P Holmes', 28.4, 378.07, 'OpenBat', 1921, 1932, 0.5, 1.4, 0] +['SP Kinneir', 28.95, 483.68, 'OpenBat', 1911, 1911, 0.37410071942446044, 1.2, 0] +['CP Mead', 43.04, 381.8, 'Bat', 1911, 1928, 0.5, 1.2, 0] +['JW Hitch', 14.48, 33.35, 'PartFast', 1912, 1921, 0.5, 1.2, 0] +['EJ Smith', 16.4, 475.81, 'WK', 1912, 1913, 0.5, 1.2, 0] +['J Vine', 27.49, 475.81, 'Bat', 1912, 1912, 0.21296296296296297, 1.2, 0] +['H Dean', 8.4, 35.59, 'Fast', 1912, 1912, 0.5, 0.8, 0] +['MW Booth', 18.09, 40.26, 'Fast', 1913, 1914, 0.5, 0.892857142857143, 0] +['Lord Tennyson', 24.23, 71.94, 'Bat', 1913, 1921, 0.5, 0.8, 3] +['EH Hendren', 46.16, 60.35, 'Bat', 1920, 1935, 0.5, 1.2, 0] +['CH Parkin', 8.94, 30.02, 'Spin', 1920, 1924, 0.5, 1.2, 0] +['CAG Russell', 40.74, 379.63, 'OpenBat', 1920, 1923, 0.5, 1.2, 0] +['A Waddington', 8.03, 32.47, 'Fast', 1920, 1921, 0.2909090909090909, 0.9688975736850676, 0] +['H Howell', 5.1, 33.39, 'Fast', 1921, 1924, 0.5, 1.2, 0] +['JWH Makepeace', 26.96, 372.79, 'Bat', 1921, 1921, 0.3980028530670471, 1.2, 0] +['PGH Fender', 18.0, 32.45, 'Spin', 1921, 1929, 0.5, 1.2, 0] +['A Dolphin', 7.73, 385.6, 'WK', 1933, 1937, 0.25, 1.2, 0] +['ER Wilson', 12.28, 33.3, 'Spin', 1921, 1921, 0.2127659574468085, 0.8, 0] +['P Holmes', 28.4, 378.07, 'OpenBat', 1921, 1932, 0.5, 1.2, 0] ['VWC Jupp', 19.23, 27.81, 'Spin', 1921, 1928, 0.5, 1.1184612684367568, 0] -['DJ Knight', 17.3, 372.79, 'OpenBat', 1921, 1921, 0.5, 1.4, 0] -['TL Richmond', 6.18, 26.52, 'Spin', 1921, 1921, 0.5, 1.7210326195717431, 0] -['GE Tyldesley', 41.55, 185.3, 'Bat', 1921, 1929, 0.5, 1.5624999999999998, 0] -['AE Dipper', 24.6, 372.79, 'OpenBat', 1921, 1921, 0.5, 1.4, 0] -['FJ Durston', 8.29, 27.33, 'Med', 1921, 1921, 0.5, 1.535971087603057, 0] -['AJ Evans', 13.44, 372.79, 'Bat', 1921, 1921, 0.5, 1.4, 0] +['DJ Knight', 17.3, 372.79, 'OpenBat', 1921, 1921, 0.5, 1.2, 0] +['TL Richmond', 6.18, 28.71, 'Spin', 1921, 1921, 0.5, 1.2, 0] +['GE Tyldesley', 41.55, 185.3, 'Bat', 1921, 1929, 0.5, 1.2, 0] +['AE Dipper', 24.6, 372.79, 'OpenBat', 1921, 1921, 0.5, 1.2, 0] +['FJ Durston', 8.29, 28.52, 'Med', 1921, 1921, 0.5, 1.2, 0] +['AJ Evans', 13.44, 372.79, 'Bat', 1921, 1921, 0.5, 1.2, 0] ['NE Haig', 14.41, 34.42, 'Fast', 1921, 1930, 0.5, 1.0314500161164064, 0] -['G Brown', 21.69, 379.63, 'WK', 1921, 1923, 0.5, 1.4, 0] -['A Ducat', 25.38, 372.79, 'Bat', 1921, 1921, 0.5, 1.4, 0] -['HTW Hardinge', 24.86, 372.79, 'OpenBat', 1921, 1921, 0.5, 1.4, 0] -['JC White', 14.65, 26.81, 'Spin', 1921, 1931, 0.5, 0.7778891208688478, 4] -['C Hallows', 28.72, 376.41, 'OpenBat', 1921, 1928, 0.5, 1.4, 0] -['CWL Parker', 7.32, 24.03, 'Spin', 1921, 1921, 0.5, 0.4345464421510049, 0] -['A Sandham', 34.63, 378.07, 'OpenBat', 1921, 1930, 0.5, 1.4, 0] -['AW Carr', 21.1, 378.07, 'Bat', 1922, 1929, 0.5, 1.4, 6] +['G Brown', 21.69, 379.63, 'WK', 1921, 1923, 0.5, 1.2, 0] +['A Ducat', 25.38, 372.79, 'Bat', 1921, 1921, 0.5, 1.2, 0] +['HTW Hardinge', 24.86, 372.79, 'OpenBat', 1921, 1921, 0.5, 1.2, 0] +['JC White', 14.65, 29.71, 'Spin', 1921, 1931, 0.5, 0.8, 4] +['C Hallows', 28.72, 376.41, 'OpenBat', 1921, 1928, 0.5, 1.2, 0] +['CWL Parker', 7.32, 28.35, 'Spin', 1921, 1921, 0.5, 0.8, 0] +['A Sandham', 34.63, 378.07, 'OpenBat', 1921, 1930, 0.5, 1.2, 0] +['AW Carr', 21.1, 378.07, 'Bat', 1922, 1929, 0.5, 1.2, 6] ['AER Gilligan', 14.48, 29.23, 'Fast', 1922, 1925, 0.5, 1.0278145348304009, 9] -['AS Kennedy', 13.45, 25.43, 'Med', 1922, 1923, 0.5, 0.8181886478032523, 0] -['FT Mann', 20.48, 379.63, 'Bat', 1922, 1923, 0.5, 1.4, 0] -['GTS Stevens', 16.9, 36.23, 'Spin', 1922, 1930, 0.5, 1.2906481124935267, 1] -['GG Macaulay', 13.98, 23.47, 'Med', 1923, 1933, 0.5, 0.937789960547658, 0] -['GB Street', 10.79, 382.65, 'OpenWK', 1923, 1923, 0.5, 1.4, 0] -['APF Chapman', 27.6, 139.94, 'Bat', 1924, 1931, 0.5, 1.2048192771084336, 17] -['R Kilner', 22.85, 24.1, 'Spin', 1924, 1926, 0.5, 0.7264833192567567, 0] -['H Sutcliffe', 58.87, 387.72, 'OpenBat', 1924, 1935, 0.5, 1.4, 0] -['MW Tate', 24.71, 25.36, 'Fast', 1924, 1935, 0.5, 0.7740339448721126, 0] -['GEC Wood', 10.88, 376.41, 'WK', 1924, 1924, 0.5, 1.4, 0] -['RK Tyldesley', 10.73, 23.76, 'Spin', 1924, 1930, 0.5, 0.9272945171277339, 0] -['G Duckworth', 12.24, 387.72, 'WK', 1924, 1936, 0.5, 1.4, 0] -['G Geary', 14.49, 26.49, 'Fast', 1924, 1934, 0.5, 0.8488879129152682, 0] -['JCW MacBryan', 18.31, 376.41, 'Bat', 1924, 1924, 0.5, 1.4, 0] -['AP Freeman', 8.78, 23.67, 'Spin', 1924, 1929, 0.5, 1.0804618072258652, 0] -['WW Whysall', 28.32, 193.8, 'Bat', 1925, 1930, 0.5, 1.355421686746988, 0] -['CF Root', 10.48, 26.37, 'Fast', 1926, 1926, 0.5, 0.7138126425785561, 0] -['H Larwood', 17.57, 25.04, 'Fast', 1926, 1933, 0.5, 1.0641274707970294, 0] +['AS Kennedy', 13.45, 27.29, 'Med', 1922, 1923, 0.5, 0.8181886478032523, 0] +['FT Mann', 20.48, 379.63, 'Bat', 1922, 1923, 0.5, 1.2, 0] +['GTS Stevens', 16.9, 36.23, 'Spin', 1922, 1930, 0.5, 1.2, 1] +['GG Macaulay', 13.98, 29.21, 'Med', 1923, 1933, 0.5, 0.937789960547658, 0] +['GB Street', 10.79, 382.65, 'OpenWK', 1923, 1923, 0.5, 1.2, 0] +['APF Chapman', 27.6, 55.96, 'Bat', 1924, 1931, 0.5, 1.2, 17] +['R Kilner', 22.85, 28.39, 'Spin', 1924, 1926, 0.5, 0.8, 0] +['H Sutcliffe', 58.87, 387.72, 'OpenBat', 1924, 1935, 0.5, 1.2, 0] +['MW Tate', 24.71, 25.36, 'Fast', 1924, 1935, 0.5, 0.8, 0] +['GEC Wood', 10.88, 376.41, 'WK', 1924, 1924, 0.5, 1.2, 0] +['RK Tyldesley', 10.73, 30.03, 'Spin', 1924, 1930, 0.5, 0.9272945171277339, 0] +['G Duckworth', 12.24, 387.72, 'WK', 1924, 1936, 0.5, 1.2, 0] +['G Geary', 14.49, 28.83, 'Fast', 1924, 1934, 0.5, 0.8488879129152682, 0] +['JCW MacBryan', 18.31, 376.41, 'Bat', 1924, 1924, 0.5, 1.2, 0] +['AP Freeman', 8.78, 27.29, 'Spin', 1924, 1929, 0.5, 1.0804618072258652, 0] +['WW Whysall', 28.32, 193.8, 'Bat', 1925, 1930, 0.5, 1.2, 0] +['CF Root', 10.48, 28.6, 'Fast', 1926, 1926, 0.5, 0.8, 0] +['H Larwood', 17.57, 28.61, 'Fast', 1926, 1933, 0.5, 1.0641274707970294, 0] ['WE Astill', 14.62, 31.24, 'Spin', 1927, 1930, 0.5, 0.945302750875178, 0] ['WR Hammond', 56.67, 37.84, 'PartFast', 1927, 1947, 0.5, 0.9122221193999335, 20] -['GB Legge', 20.81, 193.8, 'Bat', 1927, 1930, 0.5, 2.7309236947791162, 0] -['IAR Peebles', 7.38, 27.96, 'Spin', 1927, 1931, 0.5, 1.1537472594009806, 0] -['RT Stanyforth', 8.78, 387.6, 'WK', 1927, 1928, 0.5, 1.4, 0] +['GB Legge', 20.81, 193.8, 'Bat', 1927, 1930, 0.5, 1.2, 0] +['IAR Peebles', 7.38, 29.44, 'Spin', 1927, 1931, 0.5, 1.1537472594009806, 0] +['RT Stanyforth', 8.78, 387.6, 'WK', 1927, 1928, 0.5, 1.2, 0] ['RES Wyatt', 31.53, 42.87, 'PartMed', 1927, 1937, 0.5, 1.0914190998342472, 16] -['SJ Staples', 12.4, 29.36, 'Spin', 1928, 1928, 0.5, 0.9122652489854981, 0] -['EW Dawson', 18.37, 382.04, 'OpenBat', 1928, 1930, 0.5, 1.4, 0] -['Harry Elliott', 10.8, 392.8, 'WK', 1928, 1934, 0.5, 1.4, 0] -['DR Jardine', 43.66, 135.65, 'Bat', 1928, 1934, 0.5, 3.9682539682539684, 15] -['H Smith', 15.97, 387.6, 'WK', 1928, 1928, 0.5, 1.4, 0] -['M Leyland', 44.68, 50.07, 'PartSpin', 1928, 1938, 0.5, 1.2479334435496774, 0] -['KS Duleepsinhji', 43.97, 143.47, 'Bat', 1929, 1931, 0.5, 2.788844621513945, 0] -['ET Killick', 22.68, 382.04, 'OpenBat', 1929, 1929, 0.5, 1.4, 0] +['SJ Staples', 12.4, 29.53, 'Spin', 1928, 1928, 0.5, 0.9122652489854981, 0] +['EW Dawson', 18.37, 382.04, 'OpenBat', 1928, 1930, 0.5, 1.2, 0] +['Harry Elliott', 10.8, 392.8, 'WK', 1928, 1934, 0.5, 1.2, 0] +['DR Jardine', 43.66, 50.55, 'Bat', 1928, 1934, 0.5, 1.2, 15] +['H Smith', 15.97, 387.6, 'WK', 1928, 1928, 0.5, 1.2, 0] +['M Leyland', 44.68, 50.07, 'PartSpin', 1928, 1938, 0.5, 1.2, 0] +['KS Duleepsinhji', 43.97, 59.47, 'Bat', 1929, 1931, 0.5, 1.2, 0] +['ET Killick', 22.68, 382.04, 'OpenBat', 1929, 1929, 0.5, 1.2, 0] ["J O'Connor", 24.53, 48.85, 'PartMed', 1929, 1930, 0.5, 1.062416998671979, 0] -['RWV Robins', 23.54, 28.97, 'Spin', 1929, 1937, 0.5, 1.2466758855440911, 3] -['EH Bowley', 27.3, 42.42, 'OpenPartSpin', 1929, 1930, 0.5, 1.1003604629102637, 0] -['F Barratt', 11.1, 30.58, 'PartFast', 1929, 1930, 0.5, 0.7490039840637451, 0] -['LEG Ames', 38.73, 381.92, 'WK', 1929, 1939, 0.5, 1.4, 0] -['EW Clark', 5.13, 28.38, 'Fast', 1929, 1934, 0.5, 1.1040993320956396, 0] -['MJC Allom', 8.18, 32.98, 'Fast', 1930, 1931, 0.5, 0.7753563469500213, 0] -['WL Cornford', 10.63, 387.72, 'WK', 1930, 1930, 0.5, 1.4, 0] -['AHH Gilligan', 13.29, 387.72, 'Bat', 1930, 1930, 0.5, 1.4, 0] -['MS Nichols', 22.18, 27.35, 'Fast', 1930, 1939, 0.5, 1.0526315789473684, 0] -['MJL Turnbull', 21.06, 387.97, 'Bat', 1930, 1936, 0.5, 1.4, 0] +['RWV Robins', 23.54, 28.97, 'Spin', 1929, 1937, 0.5, 1.2, 3] +['EH Bowley', 27.3, 37.92, 'OpenPartSpin', 1929, 1930, 0.5, 1.1003604629102637, 0] +['F Barratt', 11.1, 30.91, 'Fast', 1929, 1930, 0.5, 0.8, 0] +['LEG Ames', 38.73, 381.92, 'WK', 1929, 1939, 0.5, 1.2, 0] +['EW Clark', 5.13, 30.0, 'Fast', 1929, 1934, 0.5, 1.1040993320956396, 0] +['MJC Allom', 8.18, 32.98, 'Fast', 1930, 1931, 0.5, 0.8, 0] +['WL Cornford', 10.63, 387.72, 'WK', 1930, 1930, 0.5, 1.2, 0] +['AHH Gilligan', 13.29, 387.72, 'Bat', 1930, 1930, 0.5, 1.2, 0] +['MS Nichols', 22.18, 28.65, 'Fast', 1930, 1939, 0.5, 1.0526315789473684, 0] +['MJL Turnbull', 21.06, 387.97, 'Bat', 1930, 1936, 0.5, 1.2, 0] ['TS Worthington', 23.03, 40.52, 'PartFast', 1930, 1937, 0.5, 1.1700236966824644, 0] ['Hon.FSG Calthorpe', 17.55, 41.82, 'PartMed', 1930, 1930, 0.5, 1.0663229435200376, 0] ['W Voce', 12.97, 27.32, 'Fast', 1930, 1947, 0.5, 0.9954833539739201, 0] -['LF Townsend', 19.75, 28.24, 'Spin', 1930, 1934, 0.5, 1.2184611726945824, 0] -['GOB Allen', 22.12, 28.38, 'Fast', 1930, 1948, 0.5, 1.2565428434101484, 11] -['TWJ Goddard', 6.68, 25.3, 'Spin', 1930, 1939, 0.5, 0.8817178502879078, 0] -['W Farrimond', 14.78, 387.97, 'WK', 1931, 1935, 0.5, 1.4, 0] -['HW Lee', 21.33, 392.8, 'OpenBat', 1931, 1931, 0.5, 1.4, 0] -['J Arnold', 23.74, 392.8, 'OpenBat', 1931, 1931, 0.5, 1.4, 0] -['AH Bakewell', 28.13, 149.08, 'OpenBat', 1931, 1935, 0.5, 1.0457516339869282, 0] +['LF Townsend', 19.75, 30.63, 'Spin', 1930, 1934, 0.5, 1.2, 0] +['GOB Allen', 22.12, 28.95, 'Fast', 1930, 1948, 0.5, 1.2, 11] +['TWJ Goddard', 6.68, 28.69, 'Spin', 1930, 1939, 0.5, 0.8817178502879078, 0] +['W Farrimond', 14.78, 387.97, 'WK', 1931, 1935, 0.5, 1.2, 0] +['HW Lee', 21.33, 392.8, 'OpenBat', 1931, 1931, 0.5, 1.2, 0] +['J Arnold', 23.74, 392.8, 'OpenBat', 1931, 1931, 0.5, 1.2, 0] +['AH Bakewell', 28.13, 65.02, 'OpenBat', 1931, 1935, 0.5, 1.0457516339869282, 0] ['FR Brown', 21.61, 29.75, 'Spin', 1931, 1953, 0.5, 1.0210341805433831, 15] -['H Verity', 19.55, 23.5, 'Spin', 1931, 1939, 0.5, 0.7305818220419241, 0] -['E Paynter', 50.27, 385.6, 'Bat', 1931, 1939, 0.5, 1.4, 0] -['WE Bowes', 5.73, 20.84, 'Fast', 1932, 1946, 0.5, 0.9627685140681037, 0] -['Nawab of Pataudi snr', 25.29, 373.13, 'Bat', 1932, 1946, 0.5, 1.4, 3] -['TB Mitchell', 5.53, 29.18, 'Spin', 1933, 1935, 0.5, 1.3055788590604025, 0] -['CF Walters', 32.85, 381.92, 'OpenBat', 1933, 1934, 0.5, 1.4, 0] -['James Langridge', 24.88, 27.38, 'Spin', 1933, 1946, 0.5, 0.8874086807047701, 0] -['CJ Barnett', 32.06, 52.6, 'OpenBat', 1933, 1948, 0.5, 0.8383413461538461, 0] -['CS Marriott', 2.63, 27.69, 'Spin', 1933, 1933, 0.5, 0.9145034532031436, 0] -['A Mitchell', 27.3, 190.96, 'OpenBat', 1933, 1936, 0.5, 1.5624999999999998, 0] -['BH Valentine', 30.54, 393.31, 'Bat', 1933, 1939, 0.5, 1.4, 0] -['WHV Levett', 7.49, 381.92, 'WK', 1934, 1934, 0.5, 1.4, 0] -['K Farnes', 5.06, 29.7, 'Fast', 1934, 1939, 0.5, 1.0206585890092665, 0] -['JL Hopwood', 20.52, 43.15, 'PartMed', 1934, 1934, 0.12903225806451613, 0.786323051948052, 0] -['WW Keeton', 27.42, 393.31, 'OpenBat', 1934, 1939, 0.5, 1.4, 0] -['WE Hollies', 3.58, 25.4, 'Spin', 1935, 1950, 0.5, 0.8923546908915508, 0] -['ERT Holmes', 21.38, 53.65, 'Bat', 1935, 1935, 0.5, 1.636520241171404, 0] -['J Iddon', 26.7, 41.18, 'Bat', 1935, 1935, 0.5, 0.9513742071881608, 0] -['GAE Paine', 9.27, 29.07, 'Spin', 1935, 1935, 0.5, 1.0402744364251983, 0] -['CIJ Smith', 9.68, 26.04, 'Fast', 1935, 1937, 0.5, 0.9865695995983433, 0] -['DCH Townsend', 15.45, 192.8, 'OpenBat', 1935, 1935, 0.5, 3.488372093023256, 0] -['NS Mitchell-Innes', 18.37, 385.6, 'Bat', 1935, 1935, 0.5, 1.4, 0] -['W Barber', 24.3, 34.0, 'Bat', 1935, 1935, 0.5, 0.0, 0] -['J Hardstaff jnr', 41.29, 353.36, 'Bat', 1935, 1948, 0.5, 1.4, 0] -['JM Sims', 11.75, 33.58, 'Spin', 1935, 1937, 0.5, 1.2633850824051693, 0] -['D Smith', 23.79, 385.6, 'OpenBat', 1935, 1935, 0.5, 1.4, 0] -['JC Clay', 11.17, 30.46, 'PartSpin', 1935, 1935, 0.5, 0.9084302325581396, 0] -['HD Read', 2.06, 37.23, 'Fast', 1935, 1935, 0.5, 1.722652885443583, 0] -['H Gimblett', 26.16, 377.6, 'OpenBat', 1936, 1939, 0.5, 1.4, 0] -['AE Fagg', 23.73, 377.6, 'OpenBat', 1936, 1939, 0.5, 1.4, 0] -['LB Fishlock', 24.27, 353.36, 'Bat', 1936, 1947, 0.5, 1.4, 0] +['H Verity', 19.55, 23.5, 'Spin', 1931, 1939, 0.5, 0.8, 0] +['E Paynter', 50.27, 385.6, 'Bat', 1931, 1939, 0.5, 1.2, 0] +['WE Bowes', 5.73, 25.77, 'Fast', 1932, 1946, 0.5, 0.9627685140681037, 0] +['Nawab of Pataudi snr', 25.29, 373.13, 'Bat', 1932, 1946, 0.5, 1.2, 3] +['TB Mitchell', 5.53, 31.98, 'Spin', 1933, 1935, 0.5, 1.2, 0] +['CF Walters', 32.85, 381.92, 'OpenBat', 1933, 1934, 0.5, 1.2, 0] +['James Langridge', 24.88, 27.87, 'Spin', 1933, 1946, 0.5, 0.8874086807047701, 0] +['CJ Barnett', 32.06, 47.63, 'OpenBat', 1933, 1948, 0.5, 0.8383413461538461, 0] +['CS Marriott', 2.63, 31.64, 'Spin', 1933, 1933, 0.5, 0.9145034532031436, 0] +['A Mitchell', 27.3, 190.96, 'OpenBat', 1933, 1936, 0.5, 1.2, 0] +['BH Valentine', 30.54, 393.31, 'Bat', 1933, 1939, 0.5, 1.2, 0] +['WHV Levett', 7.49, 381.92, 'WK', 1934, 1934, 0.5, 1.2, 0] +['K Farnes', 5.06, 31.04, 'Fast', 1934, 1939, 0.5, 1.0206585890092665, 0] +['JL Hopwood', 20.52, 37.49, 'PartMed', 1934, 1934, 0.12903225806451613, 0.8, 0] +['WW Keeton', 27.42, 393.31, 'OpenBat', 1934, 1939, 0.5, 1.2, 0] +['WE Hollies', 3.58, 26.97, 'Spin', 1935, 1950, 0.5, 0.8923546908915508, 0] +['ERT Holmes', 21.38, 53.65, 'Bat', 1935, 1935, 0.5, 1.2, 0] +['J Iddon', 26.7, 39.53, 'Bat', 1935, 1935, 0.5, 0.9513742071881608, 0] +['GAE Paine', 9.27, 29.24, 'Spin', 1935, 1935, 0.5, 1.0402744364251983, 0] +['CIJ Smith', 9.68, 30.65, 'Fast', 1935, 1937, 0.5, 0.9865695995983433, 0] +['DCH Townsend', 15.45, 192.8, 'OpenBat', 1935, 1935, 0.5, 1.2, 0] +['NS Mitchell-Innes', 18.37, 385.6, 'Bat', 1935, 1935, 0.5, 1.2, 0] +['W Barber', 24.3, 34.0, 'Bat', 1935, 1935, 0.5, 1.2, 0] +['J Hardstaff jnr', 41.29, 353.36, 'Bat', 1935, 1948, 0.5, 1.2, 0] +['JM Sims', 11.75, 33.58, 'Spin', 1935, 1937, 0.5, 1.2, 0] +['D Smith', 23.79, 385.6, 'OpenBat', 1935, 1935, 0.5, 1.2, 0] +['JC Clay', 11.17, 30.38, 'Spin', 1935, 1935, 0.5, 0.9084302325581396, 0] +['HD Read', 2.06, 37.34, 'Fast', 1935, 1935, 0.5, 1.2, 0] +['H Gimblett', 26.16, 377.6, 'OpenBat', 1936, 1939, 0.5, 1.2, 0] +['AE Fagg', 23.73, 377.6, 'OpenBat', 1936, 1939, 0.5, 1.2, 0] +['LB Fishlock', 24.27, 353.36, 'Bat', 1936, 1947, 0.5, 1.2, 0] ['AR Gover', 6.56, 30.46, 'Fast', 1936, 1946, 0.5, 1.027122911421378, 0] -['L Hutton', 53.2, 48.12, 'OpenBat', 1937, 1955, 0.5, 2.2307692307692313, 23] -['JH Parks', 21.87, 35.31, 'OpenMed', 1937, 1937, 0.5, 0.6618863761720905, 0] -['AW Wellard', 13.63, 30.71, 'Fast', 1937, 1938, 0.5, 1.204023572444625, 0] -['DCS Compton', 48.7, 48.94, 'PartSpin', 1937, 1957, 0.5, 1.3116685788706626, 0] +['L Hutton', 53.2, 48.12, 'OpenBat', 1937, 1955, 0.5, 1.2, 23] +['JH Parks', 21.87, 35.31, 'OpenMed', 1937, 1937, 0.5, 0.8, 0] +['AW Wellard', 13.63, 30.71, 'Fast', 1937, 1938, 0.5, 1.2, 0] +['DCS Compton', 48.7, 48.94, 'PartSpin', 1937, 1957, 0.5, 1.2, 0] ['ADG Matthews', 10.75, 31.57, 'Fast', 1937, 1937, 0.5, 0.8365508365508366, 0] -['C Washbrook', 40.19, 187.73, 'OpenBat', 1937, 1956, 0.5, 2.291666666666667, 0] -['WJ Edrich', 37.55, 45.55, 'PartFast', 1938, 1955, 0.5, 1.3087507730364873, 0] -['RA Sinfield', 17.83, 31.85, 'Spin', 1938, 1938, 0.3, 0.7538150395293253, 0] -['DVP Wright', 9.19, 32.63, 'Spin', 1938, 1951, 0.5, 1.2362806216524718, 0] -['WFF Price', 12.68, 386.35, 'WK', 1964, 1967, 0.2727272727272727, 1.4, 0] -['A Wood', 15.45, 377.6, 'WK', 1938, 1939, 0.5, 1.4, 0] -['PA Gibb', 25.74, 353.36, 'OpenWK', 1938, 1946, 0.5, 1.4, 0] +['C Washbrook', 40.19, 187.73, 'OpenBat', 1937, 1956, 0.5, 1.2, 0] +['WJ Edrich', 37.55, 45.55, 'PartFast', 1938, 1955, 0.5, 1.2, 0] +['RA Sinfield', 17.83, 31.85, 'Spin', 1938, 1938, 0.3, 0.8, 0] +['DVP Wright', 9.19, 32.63, 'Spin', 1938, 1951, 0.5, 1.2, 0] +['WFF Price', 12.68, 386.35, 'WK', 1964, 1967, 0.2727272727272727, 1.2, 0] +['A Wood', 15.45, 377.6, 'WK', 1938, 1939, 0.5, 1.2, 0] +['PA Gibb', 25.74, 353.36, 'OpenWK', 1938, 1946, 0.5, 1.2, 0] ['LL Wilkinson', 4.23, 39.37, 'Spin', 1938, 1939, 0.5, 1.0956356506094727, 0] ['NWD Yardley', 21.76, 41.27, 'PartMed', 1938, 1950, 0.5, 1.0128359406337746, 14] ['RTD Perks', 8.54, 29.95, 'Fast', 1939, 1939, 0.5, 0.9920311488465893, 0] -['WH Copson', 4.11, 21.11, 'Fast', 1939, 1947, 0.5, 0.9317062458826113, 0] -['N Oldfield', 29.46, 401.61, 'Bat', 1960, 1962, 0.5, 1.4, 0] +['WH Copson', 4.11, 25.33, 'Fast', 1939, 1947, 0.5, 0.9317062458826113, 0] +['N Oldfield', 29.46, 401.61, 'Bat', 1960, 1962, 0.5, 1.2, 0] ['AV Bedser', 12.69, 24.78, 'Fast', 1946, 1955, 0.5, 0.9588100051726135, 0] -['JT Ikin', 21.94, 53.03, 'PartSpin', 1946, 1955, 0.5, 1.6074834256652437, 0] -['TF Smailes', 12.93, 27.04, 'Med', 1946, 1946, 0.5, 1.291666666666667, 0] -['R Pollard', 9.38, 28.74, 'Fast', 1946, 1948, 0.5, 0.8647379096829295, 0] -['TG Evans', 21.01, 410.12, 'WK', 1946, 1959, 0.5, 1.4, 0] -['TPB Smith', 11.72, 36.81, 'PartSpin', 1946, 1947, 0.5, 1.4823420074349443, 0] -['C Cook', 3.83, 31.39, 'PartSpin', 1947, 1947, 0.5, 1.7787114845938377, 0] -['HE Dollery', 23.94, 389.99, 'Bat', 1947, 1950, 0.5, 1.4, 0] -['JW Martin', 6.83, 42.44, 'PartFast', 1947, 1947, 0.5, 1.204481792717087, 0] -['GH Pope', 17.99, 29.51, 'PartFast', 1947, 1947, 0.5, 0.9829619921363041, 0] +['JT Ikin', 21.94, 53.03, 'PartSpin', 1946, 1955, 0.5, 1.2, 0] +['TF Smailes', 12.93, 29.86, 'Med', 1946, 1946, 0.5, 1.2, 0] +['R Pollard', 9.38, 29.25, 'Fast', 1946, 1948, 0.5, 0.8647379096829295, 0] +['TG Evans', 21.01, 410.12, 'WK', 1946, 1959, 0.5, 1.2, 0] +['TPB Smith', 11.72, 36.81, 'Spin', 1946, 1947, 0.5, 1.2, 0] +['C Cook', 3.83, 31.52, 'Spin', 1947, 1947, 0.5, 1.2, 0] +['HE Dollery', 23.94, 389.99, 'Bat', 1947, 1950, 0.5, 1.2, 0] +['JW Martin', 6.83, 42.44, 'Fast', 1947, 1947, 0.5, 1.2, 0] +['GH Pope', 17.99, 33.79, 'Fast', 1947, 1947, 0.5, 0.9829619921363041, 0] ['K Cranston', 17.9, 44.26, 'Med', 1947, 1948, 0.5, 1.1653676005898463, 0] -['C Gladwin', 15.25, 26.63, 'Fast', 1947, 1949, 0.5, 0.6847685957846557, 0] +['C Gladwin', 15.25, 31.44, 'Fast', 1947, 1949, 0.5, 0.8, 0] ['HJ Butler', 7.73, 30.98, 'Fast', 1947, 1948, 0.5, 0.9944495837187789, 0] -['JA Young', 6.37, 29.81, 'Spin', 1947, 1949, 0.5, 0.8162018401380103, 0] -['R Howorth', 15.7, 29.07, 'Spin', 1947, 1948, 0.5, 1.0555186170212765, 0] +['JA Young', 6.37, 33.1, 'Spin', 1947, 1949, 0.5, 0.8162018401380103, 0] +['R Howorth', 15.7, 30.31, 'Spin', 1947, 1948, 0.5, 1.0555186170212765, 0] ['JDB Robertson', 37.85, 49.69, 'OpenBat', 1947, 1952, 0.5, 1.0916619612271785, 0] -['D Brookes', 25.36, 389.99, 'OpenBat', 1948, 1948, 0.5, 1.4, 0] +['D Brookes', 25.36, 389.99, 'OpenBat', 1948, 1948, 0.5, 1.2, 0] ['JC Laker', 15.15, 22.86, 'Spin', 1948, 1959, 0.5, 0.9174424808754295, 0] -['W Place', 25.94, 389.99, 'Bat', 1948, 1948, 0.5, 1.4, 0] -['GA Smithson', 15.22, 389.99, 'Bat', 1948, 1948, 0.5, 1.4, 0] -['MF Tremlett', 17.52, 48.94, 'PartFast', 1948, 1948, 0.5, 1.1728074727555786, 0] -['SC Griffith', 13.5, 389.99, 'WK', 1948, 1949, 0.5, 1.4, 0] -['JH Wardle', 19.84, 22.62, 'Spin', 1948, 1957, 0.5, 0.8370659229657891, 0] -['A Coxon', 11.0, 32.78, 'Fast', 1948, 1948, 0.5, 1.1617696724079702, 0] -['JF Crapp', 26.45, 389.99, 'Bat', 1948, 1949, 0.5, 1.4, 0] -['GM Emmett', 21.93, 389.99, 'OpenBat', 1948, 1948, 0.5, 1.4, 0] -['JG Dewes', 21.74, 394.87, 'Bat', 1948, 1950, 0.5, 1.4, 0] +['W Place', 25.94, 389.99, 'Bat', 1948, 1948, 0.5, 1.2, 0] +['GA Smithson', 15.22, 389.99, 'Bat', 1948, 1948, 0.5, 1.2, 0] +['MF Tremlett', 17.52, 48.94, 'Fast', 1948, 1948, 0.5, 1.1728074727555786, 0] +['SC Griffith', 13.5, 389.99, 'WK', 1948, 1949, 0.5, 1.2, 0] +['JH Wardle', 19.84, 24.49, 'Spin', 1948, 1957, 0.5, 0.8370659229657891, 0] +['A Coxon', 11.0, 35.85, 'Fast', 1948, 1948, 0.5, 1.1617696724079702, 0] +['JF Crapp', 26.45, 389.99, 'Bat', 1948, 1949, 0.5, 1.2, 0] +['GM Emmett', 21.93, 389.99, 'OpenBat', 1948, 1948, 0.5, 1.2, 0] +['JG Dewes', 21.74, 394.87, 'Bat', 1948, 1950, 0.5, 1.2, 0] ['AJ Watkins', 32.82, 35.95, 'PartFast', 1948, 1952, 0.5, 1.0549567734318466, 0] -['RO Jenkins', 17.01, 31.96, 'Spin', 1948, 1952, 0.5, 1.3465288252823664, 0] -['FG Mann', 21.98, 389.99, 'Bat', 1948, 1949, 0.5, 1.4, 0] -['RT Simpson', 34.2, 46.84, 'OpenBat', 1948, 1955, 0.5, 1.2979351032448379, 0] +['RO Jenkins', 17.01, 31.96, 'Spin', 1948, 1952, 0.5, 1.2, 0] +['FG Mann', 21.98, 389.99, 'Bat', 1948, 1949, 0.5, 1.2, 0] +['RT Simpson', 34.2, 46.84, 'OpenBat', 1948, 1955, 0.5, 1.2, 0] ['TE Bailey', 32.0, 31.48, 'Fast', 1949, 1959, 0.5, 1.0682545193962811, 0] -['A Wharton', 23.07, 394.87, 'Bat', 1949, 1949, 0.5, 1.4, 0] +['A Wharton', 23.07, 394.87, 'Bat', 1949, 1949, 0.5, 1.2, 0] ['DB Close', 25.01, 34.08, 'PartSpin', 1949, 1976, 0.5, 1.1207078154623973, 7] -['HL Jackson', 5.36, 25.07, 'Fast', 1949, 1961, 0.5, 0.8450089952570462, 0] +['HL Jackson', 5.36, 32.82, 'Fast', 1949, 1961, 0.5, 0.8450089952570462, 0] ['R Berry', 5.16, 34.97, 'Spin', 1950, 1950, 0.5, 0.9069032039935563, 0] -['GHG Doggart', 20.56, 398.14, 'Bat', 1950, 1950, 0.5, 1.4, 0] -['WGA Parkhouse', 27.54, 430.42, 'Bat', 1950, 1959, 0.5, 1.4, 0] -['DJ Insole', 29.89, 430.42, 'Bat', 1950, 1957, 0.5, 1.4, 0] -['D Shackleton', 13.13, 30.48, 'Med', 1950, 1963, 0.5, 0.9944021718019656, 0] -['MJ Hilton', 8.49, 27.46, 'Spin', 1950, 1952, 0.5, 1.0090539854459302, 0] -['AJW McIntyre', 15.1, 410.12, 'WK', 1950, 1955, 0.5, 1.4, 0] -['Rev.DS Sheppard', 39.3, 426.74, 'OpenBat', 1950, 1963, 0.5, 1.4, 2] -['JJ Warr', 7.88, 45.94, 'PartFast', 1951, 1951, 0.5, 1.266222062004326, 0] -['R Tattersall', 6.53, 25.53, 'Spin', 1951, 1954, 0.5, 0.950050652623471, 0] +['GHG Doggart', 20.56, 398.14, 'Bat', 1950, 1950, 0.5, 1.2, 0] +['WGA Parkhouse', 27.54, 430.42, 'Bat', 1950, 1959, 0.5, 1.2, 0] +['DJ Insole', 29.89, 430.42, 'Bat', 1950, 1957, 0.5, 1.2, 0] +['D Shackleton', 13.13, 35.38, 'Med', 1950, 1963, 0.5, 0.9944021718019656, 0] +['MJ Hilton', 8.49, 31.72, 'Spin', 1950, 1952, 0.5, 1.0090539854459302, 0] +['AJW McIntyre', 15.1, 410.12, 'WK', 1950, 1955, 0.5, 1.2, 0] +['Rev.DS Sheppard', 39.3, 426.74, 'OpenBat', 1950, 1963, 0.5, 1.2, 2] +['JJ Warr', 7.88, 46.21, 'Fast', 1951, 1951, 0.5, 1.2, 0] +['R Tattersall', 6.53, 29.46, 'Spin', 1951, 1954, 0.5, 0.950050652623471, 0] ['JB Statham', 11.99, 26.03, 'Fast', 1951, 1965, 0.5, 1.0352593356879243, 0] -['W Watson', 28.19, 434.15, 'Bat', 1951, 1959, 0.5, 1.4, 0] -['TW Graveney', 44.98, 99.13, 'Bat', 1951, 1969, 0.5, 1.6829022505878404, 1] -['DV Brennan', 7.3, 408.16, 'WK', 1951, 1951, 0.5, 1.4, 0] -['FA Lowson', 24.37, 415.66, 'OpenBat', 1951, 1955, 0.5, 1.4, 0] -['PBH May', 49.9, 426.74, 'Bat', 1951, 1961, 0.5, 1.4, 41] -['DB Carr', 23.44, 58.56, 'PartSpin', 1951, 1952, 0.5, 1.7699115044247788, 0] -['ND Howard', 16.74, 410.12, 'Bat', 1951, 1952, 0.5, 1.4, 0] -['D Kenyon', 20.68, 415.66, 'OpenBat', 1951, 1955, 0.5, 1.4, 0] -['F Ridgway', 8.43, 34.28, 'PartFast', 1951, 1952, 0.5, 1.268845763260387, 0] -['RT Spooner', 23.86, 415.66, 'OpenWK', 1951, 1955, 0.5, 1.4, 0] -['E Leadbeater', 10.15, 48.54, 'PartSpin', 1951, 1952, 0.5, 2.0026334323422237, 0] -['CJ Poole', 26.88, 205.06, 'Bat', 1952, 1952, 0.5, 0.7964601769911505, 0] +['W Watson', 28.19, 434.15, 'Bat', 1951, 1959, 0.5, 1.2, 0] +['TW Graveney', 44.98, 99.13, 'Bat', 1951, 1969, 0.5, 1.2, 1] +['DV Brennan', 7.3, 408.16, 'WK', 1951, 1951, 0.5, 1.2, 0] +['FA Lowson', 24.37, 415.66, 'OpenBat', 1951, 1955, 0.5, 1.2, 0] +['PBH May', 49.9, 426.74, 'Bat', 1951, 1961, 0.5, 1.2, 41] +['DB Carr', 23.44, 58.56, 'PartSpin', 1951, 1952, 0.5, 1.2, 0] +['ND Howard', 16.74, 410.12, 'Bat', 1951, 1952, 0.5, 1.2, 0] +['D Kenyon', 20.68, 415.66, 'OpenBat', 1951, 1955, 0.5, 1.2, 0] +['F Ridgway', 8.43, 34.28, 'Fast', 1951, 1952, 0.5, 1.2, 0] +['RT Spooner', 23.86, 415.66, 'OpenWK', 1951, 1955, 0.5, 1.2, 0] +['E Leadbeater', 10.15, 48.54, 'Spin', 1951, 1952, 0.5, 1.2, 0] +['CJ Poole', 26.88, 205.06, 'Bat', 1952, 1952, 0.5, 0.8, 0] ['FS Trueman', 14.48, 22.61, 'Fast', 1952, 1965, 0.5, 1.1588150991712505, 0] ['GAR Lock', 13.93, 25.93, 'Spin', 1952, 1968, 0.5, 0.8870471387863736, 0] -['AE Moss', 6.43, 29.64, 'Fast', 1954, 1960, 0.5, 1.0074431703882518, 0] -['CH Palmer', 24.67, 44.61, 'PartSpin', 1954, 1954, 0.5, 1.345291479820628, 0] -['R Appleyard', 6.91, 23.51, 'Med', 1954, 1956, 0.5, 0.9424012519987752, 0] -['JE McConnon', 10.62, 29.53, 'Spin', 1954, 1954, 0.5, 0.9217737917289488, 0] -['JM Parks', 32.29, 62.81, 'WK', 1954, 1968, 0.5, 2.442528735632184, 0] -['PJ Loader', 6.59, 26.27, 'Fast', 1954, 1959, 0.5, 0.8874274374774691, 0] -['FH Tyson', 11.99, 27.51, 'Fast', 1954, 1959, 0.5, 1.099771887616979, 0] -['KV Andrew', 10.48, 419.14, 'WK', 1954, 1963, 0.5, 1.4, 0] -['MC Cowdrey', 43.59, 148.24, 'Bat', 1954, 1975, 0.5, 2.2125305818529943, 27] -['KF Barrington', 57.9, 51.01, 'PartSpin', 1955, 1968, 0.5, 1.2225226284236512, 0] +['AE Moss', 6.43, 32.24, 'Fast', 1954, 1960, 0.5, 1.0074431703882518, 0] +['CH Palmer', 24.67, 43.77, 'PartSpin', 1954, 1954, 0.5, 1.2, 0] +['R Appleyard', 6.91, 33.43, 'Med', 1954, 1956, 0.5, 0.9424012519987752, 0] +['JE McConnon', 10.62, 34.1, 'Spin', 1954, 1954, 0.5, 0.9217737917289488, 0] +['JM Parks', 32.29, 62.81, 'WK', 1954, 1968, 0.5, 1.2, 0] +['PJ Loader', 6.59, 30.4, 'Fast', 1954, 1959, 0.5, 0.8874274374774691, 0] +['FH Tyson', 11.99, 29.6, 'Fast', 1954, 1959, 0.5, 1.099771887616979, 0] +['KV Andrew', 10.48, 419.14, 'WK', 1954, 1963, 0.5, 1.2, 0] +['MC Cowdrey', 43.59, 83.62, 'Bat', 1954, 1975, 0.5, 1.2, 27] +['KF Barrington', 57.9, 51.01, 'PartSpin', 1955, 1968, 0.5, 1.2, 0] ['FJ Titmus', 21.69, 31.36, 'Spin', 1955, 1975, 0.5, 0.8222709642131757, 0] ['PE Richardson', 37.98, 52.49, 'OpenBat', 1956, 1963, 0.5, 1.0480349344978166, 0] -['ASM Oakman', 20.17, 43.55, 'PartSpin', 1956, 1956, 0.5, 1.1771300448430495, 0] +['ASM Oakman', 20.17, 42.21, 'PartSpin', 1956, 1956, 0.5, 1.1771300448430495, 0] ['DV Smith', 22.72, 50.41, 'OpenPartMed', 1957, 1957, 0.5, 0.9580246913580247, 0] -['DW Richardson', 22.08, 422.54, 'Bat', 1957, 1957, 0.5, 1.4, 0] -['MJK Smith', 30.79, 194.62, 'Bat', 1958, 1972, 0.5, 1.5078928767768789, 25] -['CA Milton', 26.56, 153.9, 'OpenBat', 1958, 1959, 0.5, 1.3274336283185841, 0] +['DW Richardson', 22.08, 422.54, 'Bat', 1957, 1957, 0.5, 1.2, 0] +['MJK Smith', 30.79, 194.62, 'Bat', 1958, 1972, 0.5, 1.2, 25] +['CA Milton', 26.56, 63.09, 'OpenBat', 1958, 1959, 0.5, 1.2, 0] ['ER Dexter', 46.97, 40.07, 'PartMed', 1958, 1968, 0.5, 1.0979828255678585, 30] ['R Illingworth', 22.45, 30.14, 'Spin', 1958, 1973, 0.5, 0.8042130879501121, 31] -['R Subba Row', 40.14, 144.47, 'OpenBat', 1958, 1961, 0.5, 0.8733624454148471, 0] -['R Swetman', 15.25, 405.41, 'WK', 1959, 1960, 0.5, 1.4, 0] -['JB Mortimore', 16.53, 35.94, 'PartSpin', 1959, 1964, 0.5, 0.8656287519436299, 0] -['T Greenhough', 5.48, 31.2, 'Spin', 1959, 1960, 0.5, 0.8284952870144389, 0] -['MJ Horton', 23.3, 38.34, 'PartSpin', 1959, 1959, 0.5, 0.6552400695961204, 0] -['K Taylor', 18.08, 49.46, 'OpenBat', 1959, 1964, 0.5, 1.2765957446808511, 0] -['G Pullar', 44.04, 55.13, 'OpenBat', 1959, 1963, 0.5, 1.4498432601880877, 0] -['HJ Rhodes', 7.18, 27.12, 'Fast', 1959, 1959, 0.5, 1.4363784425497679, 0] +['R Subba Row', 40.14, 56.63, 'OpenBat', 1958, 1961, 0.5, 0.8733624454148471, 0] +['R Swetman', 15.25, 405.41, 'WK', 1959, 1960, 0.5, 1.2, 0] +['JB Mortimore', 16.53, 35.94, 'Spin', 1959, 1964, 0.5, 0.8656287519436299, 0] +['T Greenhough', 5.48, 32.01, 'Spin', 1959, 1960, 0.5, 0.8284952870144389, 0] +['MJ Horton', 23.3, 38.34, 'PartSpin', 1959, 1959, 0.5, 0.8, 0] +['K Taylor', 18.08, 49.15, 'OpenBat', 1959, 1964, 0.5, 1.2, 0] +['G Pullar', 44.04, 55.13, 'OpenBat', 1959, 1963, 0.5, 1.2, 0] +['HJ Rhodes', 7.18, 31.45, 'Fast', 1959, 1959, 0.5, 1.2, 0] ['DA Allen', 25.01, 30.38, 'Spin', 1960, 1966, 0.5, 0.846869842223151, 0] -['RW Barber', 35.21, 43.79, 'OpenSpin', 1960, 1968, 0.5, 1.3345452127069983, 0] -['PM Walker', 21.23, 42.19, 'PartMed', 1960, 1960, 0.5, 1.1420893516963386, 0] -['DEV Padgett', 20.72, 202.7, 'Bat', 1960, 1960, 0.5, 1.7467248908296942, 0] -['JT Murray', 20.3, 395.65, 'WK', 1961, 1967, 0.5, 1.4, 0] -['JA Flavell', 5.15, 30.12, 'Fast', 1961, 1964, 0.5, 1.1831076724693745, 0] -['A Brown', 6.71, 35.85, 'Fast', 1961, 1961, 0.5, 1.2010248745596241, 0] -['WE Russell', 23.53, 144.73, 'OpenBat', 1961, 1967, 0.5, 0.7735583684950774, 0] -['DW White', 7.34, 30.94, 'Fast', 1961, 1962, 0.5, 1.381044487427466, 0] -['DR Smith', 9.15, 33.92, 'PartMed', 1961, 1962, 0.5, 0.9429997373259785, 0] +['RW Barber', 35.21, 43.79, 'OpenSpin', 1960, 1968, 0.5, 1.2, 0] +['PM Walker', 21.23, 40.13, 'PartMed', 1960, 1960, 0.5, 1.1420893516963386, 0] +['DEV Padgett', 20.72, 202.7, 'Bat', 1960, 1960, 0.5, 1.2, 0] +['JT Murray', 20.3, 395.65, 'WK', 1961, 1967, 0.5, 1.2, 0] +['JA Flavell', 5.15, 31.96, 'Fast', 1961, 1964, 0.5, 1.1831076724693745, 0] +['A Brown', 6.71, 35.85, 'Fast', 1961, 1961, 0.5, 1.2, 0] +['WE Russell', 23.53, 60.33, 'OpenBat', 1961, 1967, 0.5, 0.8, 0] +['DW White', 7.34, 30.94, 'Fast', 1961, 1962, 0.5, 1.2, 0] +['DR Smith', 9.15, 33.92, 'Med', 1961, 1962, 0.5, 0.9429997373259785, 0] ['BR Knight', 24.72, 31.05, 'Fast', 1961, 1969, 0.5, 1.042254357573418, 0] -['G Millman', 12.97, 394.74, 'WK', 1962, 1962, 0.5, 1.4, 0] +['G Millman', 12.97, 394.74, 'WK', 1962, 1962, 0.5, 1.2, 0] ['PH Parfitt', 39.64, 48.49, 'PartSpin', 1962, 1972, 0.5, 1.0912962470055896, 0] -['LJ Coldwell', 4.24, 27.61, 'Fast', 1962, 1964, 0.5, 0.9258416051968551, 0] -['MJ Stewart', 27.38, 392.29, 'OpenBat', 1962, 1964, 0.5, 1.4, 0] -['JDF Larter', 3.78, 27.65, 'Fast', 1962, 1965, 0.5, 1.0968132969671538, 0] -['AC Smith', 17.04, 394.74, 'WK', 1962, 1963, 0.5, 1.4, 0] -['JH Edrich', 42.02, 192.99, 'OpenBat', 1963, 1976, 0.5, 1.8852459016393444, 1] -['PJ Sharpe', 33.14, 386.35, 'Bat', 1963, 1969, 0.5, 1.4, 0] -['JB Bolus', 30.61, 139.99, 'OpenBat', 1963, 1964, 0.5, 2.250351617440225, 0] -['D Wilson', 10.48, 28.96, 'Spin', 1964, 1971, 0.5, 0.7947516827360377, 0] -['JG Binks', 12.25, 395.65, 'OpenWK', 1964, 1964, 0.5, 1.4, 0] -['IJ Jones', 2.99, 38.78, 'Fast', 1964, 1968, 0.5, 1.2576604245759218, 0] -['JSE Price', 6.04, 32.07, 'Fast', 1964, 1972, 0.5, 1.291172838368385, 0] +['LJ Coldwell', 4.24, 29.59, 'Fast', 1962, 1964, 0.5, 0.9258416051968551, 0] +['MJ Stewart', 27.38, 392.29, 'OpenBat', 1962, 1964, 0.5, 1.2, 0] +['JDF Larter', 3.78, 31.59, 'Fast', 1962, 1965, 0.5, 1.0968132969671538, 0] +['AC Smith', 17.04, 394.74, 'WK', 1962, 1963, 0.5, 1.2, 0] +['JH Edrich', 42.02, 192.99, 'OpenBat', 1963, 1976, 0.5, 1.2, 1] +['PJ Sharpe', 33.14, 386.35, 'Bat', 1963, 1969, 0.5, 1.2, 0] +['JB Bolus', 30.61, 54.27, 'OpenBat', 1963, 1964, 0.5, 1.2, 0] +['D Wilson', 10.48, 31.14, 'Spin', 1964, 1971, 0.5, 0.8, 0] +['JG Binks', 12.25, 395.65, 'OpenWK', 1964, 1964, 0.5, 1.2, 0] +['IJ Jones', 2.99, 38.78, 'Fast', 1964, 1968, 0.5, 1.2, 0] +['JSE Price', 6.04, 32.07, 'Fast', 1964, 1972, 0.5, 1.2, 0] ['G Boycott', 47.13, 56.39, 'OpenBat', 1964, 1982, 0.5, 0.9790185893931109, 4] ['N Gifford', 11.35, 30.11, 'Spin', 1964, 1973, 0.5, 0.8351920290444946, 0] -['TW Cartwright', 14.29, 26.92, 'Med', 1964, 1965, 0.5, 0.8548821786923759, 0] -['FE Rumsey', 5.93, 29.91, 'Fast', 1964, 1965, 0.5, 1.019291360344923, 0] -['NI Thomson', 11.95, 32.39, 'Med', 1964, 1965, 0.5, 0.9663808357152579, 0] -['KE Palmer', 14.62, 34.4, 'PartFast', 1978, 1994, 0.5, 1.0948905109489049, 0] +['TW Cartwright', 14.29, 31.23, 'Med', 1964, 1965, 0.5, 0.8548821786923759, 0] +['FE Rumsey', 5.93, 33.49, 'Fast', 1964, 1965, 0.5, 1.019291360344923, 0] +['NI Thomson', 11.95, 35.11, 'Med', 1964, 1965, 0.5, 0.9663808357152579, 0] +['KE Palmer', 14.62, 36.53, 'Fast', 1978, 1994, 0.5, 1.0948905109489049, 0] ['JA Snow', 13.07, 25.73, 'Fast', 1965, 1976, 0.5, 1.101965003866185, 0] ['DJ Brown', 11.0, 29.73, 'Fast', 1965, 1969, 0.5, 1.1062173005726417, 0] ['K Higgs', 9.55, 26.14, 'Fast', 1965, 1968, 0.5, 0.9030752378772521, 0] -['C Milburn', 31.12, 384.62, 'OpenBat', 1966, 1969, 0.5, 1.4, 0] +['C Milburn', 31.12, 384.62, 'OpenBat', 1966, 1969, 0.5, 1.2, 0] ["BL D'Oliveira", 38.44, 38.89, 'PartMed', 1966, 1972, 0.5, 0.8144935155976166, 0] ['DL Underwood', 11.43, 25.54, 'Spin', 1966, 1982, 0.5, 0.8424480834324398, 0] -['DL Amiss', 45.49, 392.93, 'OpenBat', 1966, 1977, 0.5, 1.4, 0] +['DL Amiss', 45.49, 392.93, 'OpenBat', 1966, 1977, 0.5, 1.2, 0] ['RNS Hobbs', 8.4, 35.14, 'Spin', 1967, 1971, 0.5, 0.93144848954299, 0] -['GG Arnold', 11.63, 27.56, 'Fast', 1967, 1975, 0.5, 1.0332618877510518, 0] -['APE Knott', 32.38, 395.39, 'WK', 1967, 1981, 0.5, 1.4, 0] +['GG Arnold', 11.63, 27.9, 'Fast', 1967, 1975, 0.5, 1.0332618877510518, 0] +['APE Knott', 32.38, 395.39, 'WK', 1967, 1981, 0.5, 1.2, 0] ['PI Pocock', 6.38, 41.42, 'Spin', 1968, 1985, 0.5, 1.061309399982169, 0] -['KWR Fletcher', 39.44, 77.52, 'Bat', 1968, 1982, 0.5, 1.605991262741835, 7] -['RM Prideaux', 24.0, 192.31, 'OpenBat', 1968, 1969, 0.5, 0.0, 0] -['RMH Cottam', 5.0, 26.56, 'Fast', 1969, 1973, 0.5, 0.8796588967947596, 0] -['JH Hampshire', 25.86, 392.93, 'Bat', 1969, 1975, 0.43379978471474706, 1.4, 0] -['A Ward', 5.64, 34.92, 'Fast', 1969, 1976, 0.43010752688172044, 1.4343840539556385, 0] -['MH Denness', 38.99, 392.93, 'Bat', 1969, 1975, 0.5, 1.4, 19] -['BW Luckhurst', 35.42, 54.69, 'OpenBat', 1970, 1974, 0.3572804844481145, 1.3527795392094693, 0] +['KWR Fletcher', 39.44, 77.52, 'Bat', 1968, 1982, 0.5, 1.2, 7] +['RM Prideaux', 24.0, 192.31, 'OpenBat', 1968, 1969, 0.5, 1.2, 0] +['RMH Cottam', 5.0, 29.01, 'Fast', 1969, 1973, 0.5, 0.8796588967947596, 0] +['JH Hampshire', 25.86, 392.93, 'Bat', 1969, 1975, 0.43379978471474706, 1.2, 0] +['A Ward', 5.64, 35.19, 'Fast', 1969, 1976, 0.43010752688172044, 1.2, 0] +['MH Denness', 38.99, 392.93, 'Bat', 1969, 1975, 0.5, 1.2, 19] +['BW Luckhurst', 35.42, 54.69, 'OpenBat', 1970, 1974, 0.3572804844481145, 1.2, 0] ['K Shuttleworth', 10.28, 35.11, 'Fast', 1970, 1971, 0.26436781609195403, 0.9803921568627452, 0] ['P Lever', 15.3, 35.57, 'Fast', 1970, 1975, 0.4315659679408138, 1.0182426710482366, 0] ['RGD Willis', 11.45, 25.07, 'Fast', 1971, 1984, 0.32634032634032634, 1.0805856536751566, 18] @@ -449,234 +450,234 @@ ['RA Hutton', 18.21, 34.02, 'Fast', 1971, 1971, 0.4010989010989011, 0.8459234389914749, 0] ['JA Jameson', 24.95, 49.56, 'OpenBat', 1971, 1974, 0.5011709601873536, 0.9753298909925415, 0] ['AW Greig', 39.97, 31.98, 'Spin', 1972, 1977, 0.5, 1.111854723525811, 14] -['B Wood', 22.85, 52.56, 'OpenBat', 1972, 1978, 0.5, 1.2099701540695331, 0] -['AR Lewis', 27.16, 392.93, 'Bat', 1972, 1973, 0.5, 1.4, 0] +['B Wood', 22.85, 50.14, 'OpenBat', 1972, 1978, 0.5, 1.2, 0] +['AR Lewis', 27.16, 392.93, 'Bat', 1972, 1973, 0.5, 1.2, 0] ['CM Old', 14.82, 28.47, 'Fast', 1973, 1981, 0.5, 1.0554117418494384, 0] ['J Birkenshaw', 18.16, 35.92, 'Spin', 1973, 1974, 0.5, 1.1067846607669616, 0] -['GRJ Roope', 30.13, 67.15, 'Bat', 1973, 1978, 0.5, 1.0478904311058002, 0] -['FC Hayes', 20.37, 395.39, 'Bat', 1973, 1976, 0.27790432801822323, 1.4, 0] -['M Hendrick', 6.65, 26.91, 'Fast', 1974, 1981, 0.29836829836829837, 0.8292673329660816, 0] -['D Lloyd', 31.12, 50.89, 'OpenBat', 1974, 1975, 0.4113263785394933, 1.7, 0] +['GRJ Roope', 30.13, 63.29, 'Bat', 1973, 1978, 0.5, 1.0478904311058002, 0] +['FC Hayes', 20.37, 395.39, 'Bat', 1973, 1976, 0.27790432801822323, 1.2, 0] +['M Hendrick', 6.65, 28.24, 'Fast', 1974, 1981, 0.29836829836829837, 0.8292673329660816, 0] +['D Lloyd', 31.12, 50.27, 'OpenBat', 1974, 1975, 0.4113263785394933, 1.2, 0] ['GA Gooch', 42.08, 54.03, 'OpenBat', 1975, 1995, 0.49239280774550487, 0.8849154611866477, 34] ['DS Steele', 32.47, 36.92, 'Bat', 1975, 1976, 0.39588235294117646, 1.0510240747394899, 0] -['RA Woolmer', 32.25, 42.75, 'PartMed', 1975, 1981, 0.38734455010972935, 1.2540894220283534, 0] -['PH Edmonds', 17.54, 34.26, 'Spin', 1975, 1987, 0.3832676303109943, 0.7983245087305649, 0] -['JM Brearley', 22.78, 398.01, 'OpenBat', 1976, 1981, 0.29799545360611696, 1.4, 31] -['MWW Selvey', 8.84, 38.68, 'Fast', 1976, 1977, 0.22727272727272727, 1.6533307625566376, 0] -['JC Balderstone', 23.79, 43.68, 'PartSpin', 1976, 1976, 0.19696969696969696, 1.9762845849802373, 0] +['RA Woolmer', 32.25, 42.75, 'PartMed', 1975, 1981, 0.38734455010972935, 1.2, 0] +['PH Edmonds', 17.54, 34.26, 'Spin', 1975, 1987, 0.3832676303109943, 0.8, 0] +['JM Brearley', 22.78, 398.01, 'OpenBat', 1976, 1981, 0.29799545360611696, 1.2, 31] +['MWW Selvey', 8.84, 38.68, 'Fast', 1976, 1977, 0.22727272727272727, 1.2, 0] +['JC Balderstone', 23.79, 43.68, 'PartSpin', 1976, 1976, 0.19696969696969696, 1.2, 0] ['P Willey', 26.97, 46.42, 'PartSpin', 1976, 1986, 0.42376521116678595, 0.9392475720656237, 0] ['G Miller', 25.71, 34.22, 'Spin', 1976, 1984, 0.35509367681498827, 0.8113280423164966, 0] -['GD Barlow', 22.35, 400.27, 'Bat', 1976, 1977, 0.2073170731707317, 1.4, 0] +['GD Barlow', 22.35, 400.27, 'Bat', 1976, 1977, 0.2073170731707317, 1.2, 0] ['JK Lever', 10.8, 29.92, 'Fast', 1976, 1986, 0.25542570951585974, 0.9890073681302387, 0] -['DW Randall', 33.25, 137.97, 'Bat', 1977, 1984, 0.4391111111111111, 0.42134831460674155, 0] -['RW Tolchard', 23.69, 399.87, 'Bat', 1977, 1977, 0.274468085106383, 1.4, 0] +['DW Randall', 33.25, 51.65, 'Bat', 1977, 1984, 0.4391111111111111, 0.8, 0] +['RW Tolchard', 23.69, 399.87, 'Bat', 1977, 1977, 0.274468085106383, 1.2, 0] ['IT Botham', 33.12, 28.04, 'Fast', 1977, 1992, 0.6071220081727963, 1.1081060432424172, 12] -['GA Cope', 9.96, 35.69, 'Spin', 1977, 1978, 0.21739130434782608, 0.7342027141645462, 0] -['BC Rose', 24.25, 401.2, 'Bat', 1977, 1981, 0.37447698744769875, 1.4, 0] +['GA Cope', 9.96, 35.69, 'Spin', 1977, 1978, 0.21739130434782608, 0.8, 0] +['BC Rose', 24.25, 401.2, 'Bat', 1977, 1981, 0.37447698744769875, 1.2, 0] ['MW Gatting', 34.73, 52.09, 'Bat', 1978, 1995, 0.4515567390413765, 0.9230858829010715, 23] -['CT Radley', 32.57, 398.01, 'Bat', 1978, 1978, 0.3516081871345029, 1.4, 0] -['DI Gower', 43.73, 197.63, 'Bat', 1978, 1992, 0.5059626260142611, 1.221001221001221, 32] +['CT Radley', 32.57, 398.01, 'Bat', 1978, 1978, 0.3516081871345029, 1.2, 0] +['DI Gower', 43.73, 197.63, 'Bat', 1978, 1992, 0.5059626260142611, 1.2, 32] ['JE Emburey', 22.02, 37.52, 'Spin', 1978, 1995, 0.35605903138640616, 0.8032943700627013, 2] -['DL Bairstow', 19.92, 398.41, 'WK', 1979, 1981, 0.4646840148698885, 1.4, 0] -['AR Butcher', 26.74, 67.12, 'OpenBat', 1979, 1979, 0.21794871794871795, 1.7045454545454546, 0] +['DL Bairstow', 19.92, 398.41, 'WK', 1979, 1981, 0.4646840148698885, 1.2, 0] +['AR Butcher', 26.74, 66.81, 'OpenBat', 1979, 1979, 0.21794871794871795, 1.2, 0] ['GR Dilley', 13.19, 31.14, 'Fast', 1979, 1989, 0.34872824631860777, 1.1140950520833333, 0] -['W Larkins', 21.69, 390.75, 'OpenBat', 1980, 1991, 0.3609077598828697, 1.4, 0] -['GB Stevenson', 13.58, 44.44, 'Med', 1980, 1981, 0.8, 1.3180639585133969, 0] +['W Larkins', 21.69, 390.75, 'OpenBat', 1980, 1991, 0.3609077598828697, 1.2, 0] +['GB Stevenson', 13.58, 44.44, 'Med', 1980, 1981, 0.8, 1.2, 0] ['CJ Tavare', 32.08, 197.43, 'OpenBat', 1980, 1989, 0.3060156931124673, 0.8148148148148148, 0] -['CWJ Athey', 22.68, 394.87, 'Bat', 1980, 1988, 0.38727349346818374, 1.4, 0] -['PR Downton', 19.37, 394.87, 'WK', 1981, 1988, 0.29334828101644245, 1.4, 0] -['RO Butcher', 20.91, 400.94, 'Bat', 1981, 1981, 0.44375, 1.4, 0] -['RD Jackman', 12.27, 30.73, 'Fast', 1981, 1982, 0.2028985507246377, 0.938092895790879, 0] +['CWJ Athey', 22.68, 394.87, 'Bat', 1980, 1988, 0.38727349346818374, 1.2, 0] +['PR Downton', 19.37, 394.87, 'WK', 1981, 1988, 0.29334828101644245, 1.2, 0] +['RO Butcher', 20.91, 400.94, 'Bat', 1981, 1981, 0.44375, 1.2, 0] +['RD Jackman', 12.27, 30.97, 'Fast', 1981, 1982, 0.2028985507246377, 0.938092895790879, 0] ['PJW Allott', 12.8, 38.83, 'Fast', 1981, 1985, 0.3981308411214953, 1.0989270930134323, 0] -['PWG Parker', 25.22, 400.94, 'Bat', 1981, 1981, 0.2653061224489796, 1.4, 0] -['G Cook', 21.0, 152.26, 'OpenBat', 1982, 1983, 0.3837429111531191, 1.4500537056928036, 0] -['AJ Lamb', 35.03, 194.11, 'Bat', 1982, 1992, 0.5140207551335836, 1.6727272727272728, 3] +['PWG Parker', 25.22, 400.94, 'Bat', 1981, 1981, 0.2653061224489796, 1.2, 0] +['G Cook', 21.0, 65.07, 'OpenBat', 1982, 1983, 0.3837429111531191, 1.2, 0] +['AJ Lamb', 35.03, 194.11, 'Bat', 1982, 1992, 0.5140207551335836, 1.2, 3] ['DR Pringle', 14.66, 35.72, 'Med', 1982, 1992, 0.2849528495284953, 1.039118248878037, 0] -['IA Greig', 18.36, 49.34, 'Med', 1982, 1982, 0.2549019607843137, 1.3677811550151975, 0] +['IA Greig', 18.36, 49.34, 'Med', 1982, 1982, 0.2549019607843137, 1.2, 0] ['EE Hemmings', 17.68, 39.63, 'Spin', 1982, 1991, 0.4078807241746539, 0.9006874836519051, 0] -['G Fowler', 34.87, 139.54, 'OpenBat', 1982, 1985, 0.38875669244497324, 1.3580246913580247, 0] +['G Fowler', 34.87, 53.98, 'OpenBat', 1982, 1985, 0.38875669244497324, 1.2, 0] ['VJ Marks', 24.15, 45.76, 'Spin', 1982, 1984, 0.4680451127819549, 1.0089919808764054, 0] -['NG Cowans', 7.16, 36.99, 'Fast', 1982, 1985, 0.46419098143236076, 1.2894296382129522, 0] +['NG Cowans', 7.16, 36.99, 'Fast', 1982, 1985, 0.46419098143236076, 1.2, 0] ['NGB Cook', 8.41, 35.71, 'Spin', 1983, 1989, 0.23583662714097497, 0.8860901164315768, 0] ['NA Foster', 11.43, 32.01, 'Fast', 1983, 1993, 0.36467702371218313, 1.014829285073655, 0] ['CL Smith', 30.3, 54.94, 'OpenBat', 1983, 1986, 0.2983257229832572, 0.849673202614379, 0] -['ACS Pigott', 13.15, 44.71, 'Fast', 1984, 1984, 0.3333333333333333, 1.6339869281045751, 0] -['TA Lloyd', 24.63, 394.87, 'OpenBat', 1984, 1984, 0.5882352941176471, 1.4, 0] -['BC Broad', 38.63, 154.16, 'OpenBat', 1984, 1989, 0.3786186459995441, 1.45985401459854, 0] -['VP Terry', 24.07, 394.87, 'Bat', 1984, 1984, 0.24242424242424243, 1.4, 0] -['JP Agnew', 7.68, 45.1, 'PartFast', 1984, 1985, 0.35714285714285715, 1.501610305958132, 0] +['ACS Pigott', 13.15, 44.71, 'Fast', 1984, 1984, 0.3333333333333333, 1.2, 0] +['TA Lloyd', 24.63, 394.87, 'OpenBat', 1984, 1984, 0.5882352941176471, 1.2, 0] +['BC Broad', 38.63, 69.49, 'OpenBat', 1984, 1989, 0.3786186459995441, 1.2, 0] +['VP Terry', 24.07, 394.87, 'Bat', 1984, 1984, 0.24242424242424243, 1.2, 0] +['JP Agnew', 7.68, 45.1, 'Fast', 1984, 1985, 0.35714285714285715, 1.2, 0] ['RM Ellison', 14.58, 41.32, 'Fast', 1984, 1986, 0.28133704735376047, 1.017357201102784, 0] -['CS Cowdrey', 20.74, 66.49, 'PartMed', 1984, 1988, 0.3607142857142857, 1.69584545304868, 1] -['RT Robinson', 35.55, 195.38, 'OpenBat', 1984, 1989, 0.41627665106604267, 0.0, 0] -['A Sidebottom', 14.54, 36.56, 'PartFast', 1985, 1985, 0.25, 1.2755102040816326, 0] +['CS Cowdrey', 20.74, 66.49, 'PartMed', 1984, 1988, 0.3607142857142857, 1.2, 1] +['RT Robinson', 35.55, 195.38, 'OpenBat', 1984, 1989, 0.41627665106604267, 1.2, 0] +['A Sidebottom', 14.54, 36.56, 'Fast', 1985, 1985, 0.25, 1.2, 0] ['LB Taylor', 6.18, 37.85, 'Fast', 1985, 1985, 0.1, 1.0267947275821292, 0] -['DM Smith', 25.17, 390.75, 'Bat', 1986, 1986, 0.5714285714285714, 1.4, 0] -['JG Thomas', 10.99, 46.84, 'Fast', 1986, 1986, 0.3672566371681416, 1.4259039212357834, 0] -['WN Slack', 23.65, 390.75, 'OpenBat', 1986, 1986, 0.34177215189873417, 1.4, 0] -['BN French', 15.61, 388.22, 'WK', 1986, 1988, 0.3864491844416562, 1.4, 0] -['MR Benson', 26.32, 368.89, 'OpenBat', 2004, 2009, 0.3148148148148148, 1.4, 0] -['NV Radford', 10.58, 38.18, 'PartFast', 1986, 1988, 0.23333333333333334, 1.1295253419147226, 0] -['MD Moxon', 29.22, 146.93, 'OpenBat', 1986, 1989, 0.3333333333333333, 1.3736263736263736, 0] +['DM Smith', 25.17, 390.75, 'Bat', 1986, 1986, 0.5714285714285714, 1.2, 0] +['JG Thomas', 10.99, 46.84, 'Fast', 1986, 1986, 0.3672566371681416, 1.2, 0] +['WN Slack', 23.65, 390.75, 'OpenBat', 1986, 1986, 0.34177215189873417, 1.2, 0] +['BN French', 15.61, 388.22, 'WK', 1986, 1988, 0.3864491844416562, 1.2, 0] +['MR Benson', 26.32, 368.89, 'OpenBat', 2004, 2009, 0.3148148148148148, 1.2, 0] +['NV Radford', 10.58, 38.18, 'Fast', 1986, 1988, 0.23333333333333334, 1.1295253419147226, 0] +['MD Moxon', 29.22, 62.52, 'OpenBat', 1986, 1989, 0.3333333333333333, 1.2, 0] ['GC Small', 12.57, 36.27, 'Fast', 1986, 1991, 0.43760399334442596, 1.0471321395691142, 0] ['PAJ DeFreitas', 14.68, 33.3, 'Fast', 1986, 1995, 0.5523358959195742, 1.0499766547743778, 0] -['CJ Richards', 20.12, 388.22, 'WK', 1986, 1988, 0.38, 1.4, 0] -['JJ Whitaker', 27.02, 390.75, 'Bat', 1986, 1986, 0.3235294117647059, 1.4, 0] -['NH Fairbrother', 24.56, 198.02, 'Bat', 1987, 1993, 0.3656093489148581, 1.6483516483516483, 0] -['DJ Capel', 17.03, 48.16, 'PartFast', 1987, 1990, 0.30381803411860275, 1.1692307692307693, 0] +['CJ Richards', 20.12, 388.22, 'WK', 1986, 1988, 0.38, 1.2, 0] +['JJ Whitaker', 27.02, 390.75, 'Bat', 1986, 1986, 0.3235294117647059, 1.2, 0] +['NH Fairbrother', 24.56, 198.02, 'Bat', 1987, 1993, 0.3656093489148581, 1.2, 0] +['DJ Capel', 17.03, 48.16, 'Fast', 1987, 1990, 0.30381803411860275, 1.1692307692307693, 0] ['PW Jarvis', 10.68, 42.81, 'Fast', 1988, 1993, 0.3893805309734513, 1.1092464021334312, 0] -['JH Childs', 6.63, 39.72, 'Med', 1988, 1988, 0.04878048780487805, 0.7794531050345004, 0] -['TS Curtis', 25.89, 149.88, 'OpenBat', 1988, 1989, 0.27079303675048355, 0.8547008547008547, 0] -['RA Smith', 43.66, 161.32, 'Bat', 1988, 1996, 0.45651471063692206, 0.5474452554744524, 0] -['RJ Bailey', 26.3, 391.9, 'Bat', 1988, 1990, 0.36503067484662577, 1.4, 0] -['MP Maynard', 27.15, 400.8, 'Bat', 1988, 1994, 0.47540983606557374, 1.4, 0] -['KJ Barnett', 29.36, 63.64, 'Bat', 1988, 1989, 0.575, 1.9536019536019533, 0] -['DV Lawrence', 7.38, 47.69, 'Fast', 1988, 1992, 0.41379310344827586, 1.3642922733831824, 0] -['PJ Newport', 18.19, 36.65, 'Fast', 1988, 1991, 0.5670103092783505, 1.3699305179125807, 0] -['RC Russell', 27.36, 403.77, 'WK', 1988, 1998, 0.35860113421550094, 1.4, 0] +['JH Childs', 6.63, 39.72, 'Med', 1988, 1988, 0.04878048780487805, 0.8, 0] +['TS Curtis', 25.89, 65.46, 'OpenBat', 1988, 1989, 0.27079303675048355, 0.8547008547008547, 0] +['RA Smith', 43.66, 74.68, 'Bat', 1988, 1996, 0.45651471063692206, 0.8, 0] +['RJ Bailey', 26.3, 391.9, 'Bat', 1988, 1990, 0.36503067484662577, 1.2, 0] +['MP Maynard', 27.15, 400.8, 'Bat', 1988, 1994, 0.47540983606557374, 1.2, 0] +['KJ Barnett', 29.36, 62.73, 'Bat', 1988, 1989, 0.575, 1.2, 0] +['DV Lawrence', 7.38, 47.69, 'Fast', 1988, 1992, 0.41379310344827586, 1.2, 0] +['PJ Newport', 18.19, 36.65, 'Fast', 1988, 1991, 0.5670103092783505, 1.2, 0] +['RC Russell', 27.36, 403.77, 'WK', 1988, 1998, 0.35860113421550094, 1.2, 0] ['ARC Fraser', 7.51, 27.49, 'Fast', 1989, 1998, 0.2861356932153392, 0.9701427663913872, 0] -['MA Atherton', 38.7, 81.67, 'OpenBat', 1989, 2001, 0.3749818040661847, 1.6208673250322025, 54] -['DE Malcolm', 6.11, 37.96, 'Fast', 1989, 1997, 0.458252427184466, 1.2216123499142366, 0] -['AP Igglesden', 5.13, 42.24, 'Fast', 1989, 1994, 0.1111111111111111, 1.2980864075754586, 0] -['JP Stephenson', 22.62, 391.9, 'OpenBat', 1989, 1989, 0.4044943820224719, 1.4, 0] +['MA Atherton', 38.7, 81.67, 'OpenBat', 1989, 2001, 0.3749818040661847, 1.2, 54] +['DE Malcolm', 6.11, 37.96, 'Fast', 1989, 1997, 0.458252427184466, 1.2, 0] +['AP Igglesden', 5.13, 42.24, 'Fast', 1989, 1994, 0.1111111111111111, 1.2, 0] +['JP Stephenson', 22.62, 391.9, 'OpenBat', 1989, 1989, 0.4044943820224719, 1.2, 0] ['N Hussain', 37.73, 202.91, 'Bat', 1990, 2004, 0.4038677130044843, 1.075268817204301, 45] -['AJ Stewart', 40.19, 203.25, 'OpenWK', 1990, 2003, 0.4866869860256484, 1.4130434782608696, 15] +['AJ Stewart', 40.19, 203.25, 'OpenWK', 1990, 2003, 0.4866869860256484, 1.2, 15] ['CC Lewis', 23.24, 40.47, 'Fast', 1990, 1996, 0.45642296571664603, 1.111288011463143, 0] -['JE Morris', 27.35, 396.04, 'Bat', 1990, 1990, 0.398876404494382, 1.4, 0] -['NF Williams', 13.44, 44.58, 'Fast', 1990, 1990, 0.7307692307692307, 1.3222549807915662, 0] +['JE Morris', 27.35, 396.04, 'Bat', 1990, 1990, 0.398876404494382, 1.2, 0] +['NF Williams', 13.44, 44.58, 'Fast', 1990, 1990, 0.7307692307692307, 1.2, 0] ['PCR Tufnell', 5.47, 38.3, 'Spin', 1990, 2001, 0.2217391304347826, 0.8781930792222599, 0] ['GA Hick', 31.83, 70.43, 'PartSpin', 1991, 2001, 0.4888728323699422, 0.9287309240374906, 0] ['MR Ramprakash', 27.77, 99.11, 'Bat', 1991, 2002, 0.36181678214010776, 1.158610638814671, 0] -['SL Watkin', 7.18, 37.12, 'Fast', 1991, 1993, 0.3048780487804878, 1.2507176248667267, 0] +['SL Watkin', 7.18, 37.12, 'Fast', 1991, 1993, 0.3048780487804878, 1.2, 0] ['RK Illingworth', 17.29, 42.38, 'Spin', 1991, 1995, 0.3208020050125313, 0.9035812672176309, 0] -['H Morris', 27.68, 400.8, 'OpenBat', 1991, 1991, 0.36163522012578614, 1.4, 0] +['H Morris', 27.68, 400.8, 'OpenBat', 1991, 1991, 0.36163522012578614, 1.2, 0] ['DA Reeve', 23.88, 41.97, 'PartMed', 1992, 1992, 0.2767857142857143, 0.8817910155293194, 0] -['IDK Salisbury', 16.54, 53.32, 'PartSpin', 1992, 2000, 0.2796352583586626, 1.34255705213204, 0] +['IDK Salisbury', 16.54, 53.32, 'Spin', 1992, 2000, 0.2796352583586626, 1.2, 0] ['TA Munton', 7.73, 37.53, 'Fast', 1992, 1992, 0.32051282051282054, 1.0813733441470665, 0] ['NA Mallender', 12.01, 34.46, 'Fast', 1992, 1992, 0.36363636363636365, 1.0485588412205549, 0] ['JP Taylor', 10.32, 45.66, 'Fast', 1993, 1994, 0.18681318681318682, 1.1818181818181819, 0] -['RJ Blakey', 21.27, 403.77, 'WK', 1993, 1993, 0.16666666666666666, 1.4, 0] +['RJ Blakey', 21.27, 403.77, 'WK', 1993, 1993, 0.16666666666666666, 1.2, 0] ['AR Caddick', 10.37, 29.91, 'Fast', 1993, 2003, 0.3435754189944134, 1.0944733189224465, 0] ['PM Such', 6.05, 40.01, 'Spin', 1993, 1999, 0.19420289855072465, 0.8642765685019207, 0] ['MC Ilott', 9.32, 41.77, 'Fast', 1993, 1995, 0.21374045801526717, 1.1348804746117607, 0] -['MN Lathwell', 21.14, 403.77, 'OpenBat', 1993, 1993, 0.39, 1.4, 0] -['MJ McCague', 9.43, 44.3, 'Fast', 1993, 1994, 0.3, 1.4349225816342175, 0] -['GP Thorpe', 44.25, 149.52, 'Bat', 1993, 2005, 0.4589940788130402, 0.5585748792270532, 0] +['MN Lathwell', 21.14, 403.77, 'OpenBat', 1993, 1993, 0.39, 1.2, 0] +['MJ McCague', 9.43, 44.3, 'Fast', 1993, 1994, 0.3, 1.2, 0] +['GP Thorpe', 44.25, 63.66, 'Bat', 1993, 2005, 0.4589940788130402, 0.8, 0] ['MP Bicknell', 15.49, 33.99, 'Fast', 1993, 2003, 0.34615384615384615, 1.065959952885748, 0] -['SJ Rhodes', 24.72, 402.41, 'WK', 1994, 1995, 0.31243358129649307, 1.4, 0] +['SJ Rhodes', 24.72, 402.41, 'WK', 1994, 1995, 0.31243358129649307, 1.2, 0] ['C White', 24.47, 42.49, 'Fast', 1994, 2002, 0.43167829298317606, 1.1888643043492617, 0] ['D Gough', 12.57, 28.4, 'Fast', 1994, 2003, 0.43467208947635994, 1.16633780153485, 0] -['JP Crawley', 34.62, 400.0, 'Bat', 1994, 2003, 0.39224231858792763, 1.4, 0] +['JP Crawley', 34.62, 400.0, 'Bat', 1994, 2003, 0.39224231858792763, 1.2, 0] ['JE Benjamin', 6.86, 47.91, 'Fast', 1994, 1994, 0.0, 1.0389610389610389, 0] ['PJ Martin', 11.57, 40.81, 'Fast', 1995, 1997, 0.3795379537953795, 0.868367469157983, 0] ['DG Cork', 18.0, 31.17, 'Fast', 1995, 2002, 0.4130019120458891, 1.078571514040851, 0] -['JER Gallian', 24.25, 149.18, 'PartMed', 1995, 1995, 0.23948220064724918, 1.6162669447340978, 0] -['NV Knight', 24.84, 400.0, 'OpenBat', 1995, 2001, 0.4328717639975918, 1.4, 0] +['JER Gallian', 24.25, 67.73, 'PartMed', 1995, 1995, 0.23948220064724918, 1.2, 0] +['NV Knight', 24.84, 400.0, 'OpenBat', 1995, 2001, 0.4328717639975918, 1.2, 0] ['M Watkinson', 21.7, 48.17, 'Spin', 1995, 1996, 0.4744318181818182, 1.1257763975155282, 0] -['AP Wells', 28.94, 410.68, 'Bat', 1995, 1995, 0.075, 1.4, 0] -['RC Irani', 26.53, 47.91, 'PartMed', 1996, 1999, 0.5119047619047619, 1.236749116607774, 0] +['AP Wells', 28.94, 410.68, 'Bat', 1995, 1995, 0.075, 1.2, 0] +['RC Irani', 26.53, 47.91, 'PartMed', 1996, 1999, 0.5119047619047619, 1.2, 0] ['AD Mullally', 5.61, 36.45, 'Fast', 1996, 2001, 0.41368078175895767, 0.8489936161489955, 0] -['MM Patel', 12.31, 50.01, 'PartSpin', 1996, 1996, 0.4017857142857143, 1.4177693761814747, 0] +['MM Patel', 12.31, 50.01, 'Spin', 1996, 1996, 0.4017857142857143, 1.2, 0] ['MA Ealham', 22.45, 40.54, 'Fast', 1996, 1998, 0.30042918454935624, 0.9900588354635829, 0] -['SJE Brown', 7.86, 45.02, 'Fast', 1996, 1996, 0.25, 1.5151515151515154, 0] +['SJE Brown', 7.86, 45.02, 'Fast', 1996, 1996, 0.25, 1.2, 0] ['RDB Croft', 17.08, 42.37, 'Spin', 1996, 2001, 0.3629310344827586, 0.8376830375687455, 0] ['CEW Silverwood', 9.83, 40.96, 'Fast', 1996, 2002, 0.3670886075949367, 1.1171497584541064, 0] -['MA Butcher', 34.16, 56.14, 'Bat', 1997, 2004, 0.4285857071464268, 1.233788940750764, 1] +['MA Butcher', 34.16, 56.14, 'Bat', 1997, 2004, 0.4285857071464268, 1.2, 1] ['DW Headley', 9.15, 39.59, 'Fast', 1997, 1999, 0.27719821162444114, 1.1707720369284809, 0] -['AM Smith', 7.72, 42.07, 'PartFast', 1997, 1997, 0.6666666666666666, 1.386940938133084, 0] +['AM Smith', 7.72, 39.11, 'Fast', 1997, 1997, 0.6666666666666666, 1.2, 0] ['AJ Hollioake', 22.44, 70.88, 'PartMed', 1997, 1998, 0.41139240506329117, 0.9864546525323911, 0] -['BC Hollioake', 14.82, 57.89, 'Fast', 1997, 1998, 0.3728813559322034, 1.6742386000336529, 0] -['SP James', 26.62, 400.0, 'OpenBat', 1998, 1998, 0.2508833922261484, 1.4, 0] +['BC Hollioake', 14.82, 57.89, 'Fast', 1997, 1998, 0.3728813559322034, 1.2, 0] +['SP James', 26.62, 400.0, 'OpenBat', 1998, 1998, 0.2508833922261484, 1.2, 0] ['AF Giles', 20.23, 39.3, 'Spin', 1998, 2006, 0.4637728459530026, 0.956554689688123, 0] ['A Flintoff', 30.0, 30.95, 'Fast', 1998, 2009, 0.6204615136356302, 0.9718020041940928, 11] -['AJ Tudor', 15.26, 47.91, 'Fast', 1998, 2002, 0.44639376218323584, 1.3087084148727983, 0] -['WK Hegg', 19.39, 400.0, 'WK', 1998, 1999, 0.3488372093023256, 1.4, 0] -['A Habib', 24.76, 396.3, 'Bat', 1999, 1999, 0.18571428571428572, 1.4, 0] -['CMW Read', 22.22, 385.36, 'WK', 1999, 2007, 0.39473684210526316, 1.4, 0] +['AJ Tudor', 15.26, 47.91, 'Fast', 1998, 2002, 0.44639376218323584, 1.2, 0] +['WK Hegg', 19.39, 400.0, 'WK', 1998, 1999, 0.3488372093023256, 1.2, 0] +['A Habib', 24.76, 396.3, 'Bat', 1999, 1999, 0.18571428571428572, 1.2, 0] +['CMW Read', 22.22, 385.36, 'WK', 1999, 2007, 0.39473684210526316, 1.2, 0] ['ESH Giddins', 3.18, 42.68, 'Fast', 1999, 2000, 0.17857142857142858, 1.1106997408367272, 0] -['DL Maddy', 21.28, 54.11, 'PartMed', 1999, 2000, 0.24210526315789474, 0.9784735812133073, 0] +['DL Maddy', 21.28, 51.95, 'PartMed', 1999, 2000, 0.24210526315789474, 0.9784735812133073, 0] ['CJ Adams', 24.9, 66.38, 'PartSpin', 1999, 2000, 0.3649122807017544, 1.0102739726027397, 0] -['GM Hamilton', 14.74, 45.05, 'PartFast', 1999, 1999, 0.0, 1.4583333333333333, 0] +['GM Hamilton', 14.74, 42.94, 'Fast', 1999, 1999, 0.0, 1.2, 0] ['MP Vaughan', 39.12, 76.92, 'OpenBat', 1999, 2008, 0.5113555078683834, 1.1247443762781186, 51] -['CP Schofield', 18.21, 63.01, 'PartSpin', 2000, 2000, 0.4589041095890411, 1.388888888888889, 0] +['CP Schofield', 18.21, 60.59, 'PartSpin', 2000, 2000, 0.4589041095890411, 1.2, 0] ['MJ Hoggard', 6.87, 28.79, 'Fast', 2000, 2008, 0.22631578947368422, 1.0663147996994469, 0] ['ME Trescothick', 42.19, 93.25, 'OpenBat', 2000, 2006, 0.5451567618156293, 1.029900332225914, 2] ['RJ Sidebottom', 11.95, 28.69, 'Fast', 2001, 2010, 0.34662236987818384, 0.8859221373318297, 0] -['IJ Ward', 22.47, 390.37, 'Bat', 2001, 2001, 0.40822784810126583, 1.4, 0] -['U Afzaal', 24.49, 64.95, 'Bat', 2001, 2001, 0.6058394160583942, 1.8393393393393394, 0] -['J Ormond', 9.48, 47.9, 'PartFast', 2001, 2001, 0.36893203883495146, 1.0080645161290323, 0] -['RKJ Dawson', 12.16, 71.1, 'Spin', 2001, 2003, 0.3140495867768595, 1.217319380012227, 0] -['JS Foster', 25.07, 387.22, 'WK', 2001, 2002, 0.345565749235474, 1.4, 0] +['IJ Ward', 22.47, 390.37, 'Bat', 2001, 2001, 0.40822784810126583, 1.2, 0] +['U Afzaal', 24.49, 64.95, 'Bat', 2001, 2001, 0.6058394160583942, 1.2, 0] +['J Ormond', 9.48, 47.9, 'Fast', 2001, 2001, 0.36893203883495146, 1.0080645161290323, 0] +['RKJ Dawson', 12.16, 71.1, 'Spin', 2001, 2003, 0.3140495867768595, 1.2, 0] +['JS Foster', 25.07, 387.22, 'WK', 2001, 2002, 0.345565749235474, 1.2, 0] ['SP Jones', 9.76, 41.95, 'Fast', 2002, 2005, 0.5189873417721519, 1.1579818031430935, 0] ['SJ Harmison', 10.88, 29.35, 'Fast', 2002, 2009, 0.5719784449576597, 1.027489731531639, 0] -['RWT Key', 28.74, 377.6, 'Bat', 2002, 2005, 0.47284929835265405, 1.4, 0] +['RWT Key', 28.74, 377.6, 'Bat', 2002, 2005, 0.47284929835265405, 1.2, 0] ['JM Anderson', 9.21, 25.29, 'Fast', 2003, 2018, 0.4050269299820467, 0.9194107081765308, 0] ['A McGrath', 26.55, 59.07, 'PartMed', 2003, 2003, 0.5, 1.0943912448700412, 0] ['RL Johnson', 11.31, 40.88, 'Med', 2003, 2003, 0.5841584158415841, 1.0021439807588357, 0] ['RJ Kirtley', 7.6, 37.77, 'Fast', 2003, 2003, 0.24806201550387597, 1.036397057691538, 0] -['ET Smith', 24.87, 385.36, 'Bat', 2003, 2003, 0.5058139534883721, 1.4, 0] -['Kabir Ali', 9.88, 40.69, 'Fast', 2003, 2003, 0.35714285714285715, 1.255075673680325, 0] +['ET Smith', 24.87, 385.36, 'Bat', 2003, 2003, 0.5058139534883721, 1.2, 0] +['Kabir Ali', 9.88, 40.69, 'Fast', 2003, 2003, 0.35714285714285715, 1.2, 0] ['GJ Batty', 12.81, 42.55, 'Spin', 2003, 2016, 0.25689655172413794, 1.012510523905883, 0] -['R Clarke', 22.07, 49.35, 'Fast', 2003, 2003, 0.3794466403162055, 0.6873639592164053, 0] +['R Clarke', 22.07, 49.35, 'Fast', 2003, 2003, 0.3794466403162055, 0.8, 0] ['MJ Saggers', 5.95, 37.84, 'Fast', 2003, 2004, 0.03333333333333333, 0.9823807819273754, 0] ['PD Collingwood', 37.29, 60.96, 'PartMed', 2003, 2011, 0.4644492911668484, 1.017872765904262, 0] -['GO Jones', 22.27, 372.44, 'WK', 2004, 2006, 0.5413394919168592, 1.4, 0] -['AJ Strauss', 37.56, 367.2, 'OpenBat', 2004, 2012, 0.489190128606187, 1.4, 50] -['IR Bell', 39.39, 60.33, 'Bat', 2004, 2015, 0.4946229676097811, 1.3361462728551334, 0] -['KP Pietersen', 43.64, 73.43, 'Bat', 2005, 2014, 0.6172010562052056, 1.2832025026793732, 3] +['GO Jones', 22.27, 372.44, 'WK', 2004, 2006, 0.5413394919168592, 1.2, 0] +['AJ Strauss', 37.56, 367.2, 'OpenBat', 2004, 2012, 0.489190128606187, 1.2, 50] +['IR Bell', 39.39, 60.33, 'Bat', 2004, 2015, 0.4946229676097811, 1.2, 0] +['KP Pietersen', 43.64, 73.43, 'Bat', 2005, 2014, 0.6172010562052056, 1.2, 3] ['SD Udal', 15.3, 41.48, 'Spin', 2005, 2006, 0.5093457943925234, 1.1028940281280726, 0] ['LE Plunkett', 14.65, 42.85, 'Fast', 2005, 2014, 0.4675834970530452, 1.096824255811407, 0] -['ID Blackwell', 23.58, 55.57, 'PartSpin', 2006, 2006, 0.25, 1.190077103586993, 0] -['AN Cook', 42.89, 185.07, 'OpenBat', 2006, 2018, 0.47050754458161864, 0.743099787685775, 59] +['ID Blackwell', 23.58, 53.16, 'PartSpin', 2006, 2006, 0.25, 1.190077103586993, 0] +['AN Cook', 42.89, 185.07, 'OpenBat', 2006, 2018, 0.47050754458161864, 0.8, 59] ['MS Panesar', 4.51, 32.03, 'Spin', 2006, 2013, 0.2937249666221629, 0.882321605235788, 0] -['OA Shah', 25.97, 141.15, 'Bat', 2006, 2009, 0.4190031152647975, 1.9682539682539684, 0] -['SI Mahmood', 8.52, 47.88, 'Fast', 2006, 2007, 0.5031055900621118, 1.2885406685079759, 0] +['OA Shah', 25.97, 61.59, 'Bat', 2006, 2009, 0.4190031152647975, 1.2, 0] +['SI Mahmood', 8.52, 47.88, 'Fast', 2006, 2007, 0.5031055900621118, 1.2, 0] ['J Lewis', 10.51, 33.41, 'Med', 2006, 2006, 0.6, 0.9476464191393507, 0] -['MJ Prior', 37.08, 369.12, 'WK', 2007, 2014, 0.6166691740634873, 1.4, 0] +['MJ Prior', 37.08, 369.12, 'WK', 2007, 2014, 0.6166691740634873, 1.2, 0] ['CT Tremlett', 10.06, 36.71, 'Fast', 2007, 2013, 0.3779264214046823, 0.9362813947604881, 0] -['RS Bopara', 27.01, 66.25, 'PartMed', 2007, 2012, 0.5289788408463661, 1.26873942717144, 0] +['RS Bopara', 27.01, 66.25, 'PartMed', 2007, 2012, 0.5289788408463661, 1.2, 0] ['SCJ Broad', 19.13, 27.15, 'Fast', 2007, 2018, 0.6599687430229962, 0.9505015453296239, 0] -['TR Ambrose', 23.39, 367.2, 'WK', 2008, 2009, 0.46417445482866043, 1.4, 0] +['TR Ambrose', 23.39, 367.2, 'WK', 2008, 2009, 0.46417445482866043, 1.2, 0] ['DJ Pattinson', 7.11, 51.78, 'Fast', 2008, 2008, 0.42, 1.0102604577742698, 0] ['GP Swann', 20.39, 27.65, 'Spin', 2008, 2013, 0.7649357900614182, 0.9453467054712671, 0] -['A Khan', 9.39, 48.31, 'PartFast', 2009, 2009, 0.5, 1.3312963771278916, 0] +['A Khan', 9.39, 48.31, 'Fast', 2009, 2009, 0.5, 1.2, 0] ['TT Bresnan', 21.7, 37.58, 'Fast', 2009, 2013, 0.3943758573388203, 0.9605314098253764, 0] ['G Onions', 8.21, 35.06, 'Fast', 2009, 2012, 0.30927835051546393, 1.131437489162476, 0] ['IJL Trott', 40.79, 70.07, 'Bat', 2009, 2015, 0.4718257874015748, 1.0795638562020944, 0] -['MA Carberry', 25.62, 370.14, 'OpenBat', 2010, 2014, 0.41317365269461076, 1.4, 0] +['MA Carberry', 25.62, 370.14, 'OpenBat', 2010, 2014, 0.41317365269461076, 1.2, 0] ['ST Finn', 8.9, 30.97, 'Fast', 2010, 2016, 0.30965593784683687, 1.136048822196401, 0] -['JC Tredwell', 13.47, 51.16, 'Spin', 2010, 2015, 0.5172413793103449, 0.7803763310157048, 0] -['EJG Morgan', 25.04, 368.21, 'Bat', 2010, 2012, 0.5477308294209703, 1.4, 0] +['JC Tredwell', 13.47, 51.16, 'Spin', 2010, 2015, 0.5172413793103449, 0.8, 0] +['EJG Morgan', 25.04, 368.21, 'Bat', 2010, 2012, 0.5477308294209703, 1.2, 0] ['A Shahzad', 12.58, 53.67, 'Fast', 2010, 2010, 0.4166666666666667, 1.172747580044676, 0] ['SR Patel', 20.93, 58.53, 'PartSpin', 2012, 2015, 0.4467455621301775, 0.9405929533725061, 0] -['JM Bairstow', 36.69, 375.12, 'WK', 2012, 2018, 0.552320451738133, 1.4, 0] -['JWA Taylor', 30.22, 370.71, 'Bat', 2012, 2016, 0.41434262948207173, 1.4, 0] -['NRD Compton', 26.11, 370.71, 'OpenBat', 2012, 2016, 0.36046511627906974, 1.4, 0] +['JM Bairstow', 36.69, 375.12, 'WK', 2012, 2018, 0.552320451738133, 1.2, 0] +['JWA Taylor', 30.22, 370.71, 'Bat', 2012, 2016, 0.41434262948207173, 1.2, 0] +['NRD Compton', 26.11, 370.71, 'OpenBat', 2012, 2016, 0.36046511627906974, 1.2, 0] ['JE Root', 49.97, 57.45, 'PartSpin', 2012, 2018, 0.5576640907757019, 0.965082215082215, 12] -['SC Kerrigan', 7.43, 47.61, 'PartSpin', 2013, 2013, 0.08333333333333333, 2.116613418530352, 0] +['SC Kerrigan', 7.43, 46.51, 'PartSpin', 2013, 2013, 0.08333333333333333, 1.2, 0] ['CR Woakes', 25.23, 32.59, 'Fast', 2013, 2017, 0.47020262216924913, 0.9853822796636561, 0] ['BA Stokes', 33.5, 34.39, 'Fast', 2013, 2017, 0.637700183775269, 1.0812696198116496, 0] ['GS Ballance', 35.49, 189.51, 'Bat', 2014, 2017, 0.4716624685138539, 0.8064516129032258, 0] -['SG Borthwick', 19.81, 59.41, 'Spin', 2014, 2014, 0.2631578947368421, 2.0152371590071274, 0] -['WB Rankin', 5.14, 40.25, 'PartFast', 2014, 2014, 0.5416666666666666, 1.2421725239616614, 0] +['SG Borthwick', 19.81, 59.41, 'Spin', 2014, 2014, 0.2631578947368421, 1.2, 0] +['WB Rankin', 5.14, 40.25, 'Fast', 2014, 2014, 0.5416666666666666, 1.2, 0] ['MM Ali', 31.17, 39.37, 'Spin', 2014, 2018, 0.5237791932059448, 1.1725956166424443, 0] ['CJ Jordan', 14.71, 47.05, 'Fast', 2014, 2015, 0.5625, 0.9421787884482867, 0] -['SD Robson', 24.0, 370.71, 'OpenBat', 2014, 2014, 0.44503311258278144, 1.4, 0] -['JC Buttler', 26.03, 375.12, 'WK', 2014, 2016, 0.5552407932011332, 1.4, 0] -['A Lyth', 21.65, 136.87, 'OpenBat', 2015, 2015, 0.500945179584121, 0.0, 0] +['SD Robson', 24.0, 370.71, 'OpenBat', 2014, 2014, 0.44503311258278144, 1.2, 0] +['JC Buttler', 26.03, 375.12, 'WK', 2014, 2016, 0.5552407932011332, 1.2, 0] +['A Lyth', 21.65, 55.59, 'OpenBat', 2015, 2015, 0.500945179584121, 1.2, 0] ['MA Wood', 12.54, 37.02, 'Fast', 2015, 2017, 0.553030303030303, 1.0981247727390784, 0] -['AU Rashid', 19.93, 42.16, 'Spin', 2015, 2016, 0.35287081339712917, 1.2370663420572123, 0] -['AD Hales', 24.21, 189.51, 'OpenBat', 2015, 2016, 0.4384085692425402, 0.2150537634408602, 0] -['JM Vince', 21.87, 54.0, 'Bat', 2016, 2018, 0.48764769065520946, 1.045016077170418, 0] -['JT Ball', 4.01, 39.49, 'PartFast', 2016, 2017, 0.536, 1.0847564832384566, 0] -['BM Duckett', 27.06, 379.03, 'OpenBat', 2016, 2016, 0.5789473684210527, 1.4, 0] -['ZS Ansari', 17.4, 43.82, 'Spin', 2016, 2016, 0.3602941176470588, 1.3045540796963946, 0] -['H Hameed', 27.74, 379.03, 'OpenBat', 2016, 2016, 0.3421875, 1.4, 0] -['KK Jennings', 22.78, 36.68, 'OpenBat', 2016, 2017, 0.4291970802919708, 1.1827956989247312, 0] +['AU Rashid', 19.93, 42.16, 'Spin', 2015, 2016, 0.35287081339712917, 1.2, 0] +['AD Hales', 24.21, 189.51, 'OpenBat', 2015, 2016, 0.4384085692425402, 0.8, 0] +['JM Vince', 21.87, 53.41, 'Bat', 2016, 2018, 0.48764769065520946, 1.045016077170418, 0] +['JT Ball', 4.01, 39.49, 'Fast', 2016, 2017, 0.536, 1.0847564832384566, 0] +['BM Duckett', 27.06, 379.03, 'OpenBat', 2016, 2016, 0.5789473684210527, 1.2, 0] +['ZS Ansari', 17.4, 43.82, 'Spin', 2016, 2016, 0.3602941176470588, 1.2, 0] +['H Hameed', 27.74, 379.03, 'OpenBat', 2016, 2016, 0.3421875, 1.2, 0] +['KK Jennings', 22.78, 35.8, 'OpenBat', 2016, 2017, 0.4291970802919708, 1.1827956989247312, 0] ['LA Dawson', 21.33, 43.0, 'Spin', 2016, 2017, 0.4263959390862944, 1.096528885072979, 0] -['DJ Malan', 28.98, 51.79, 'Bat', 2017, 2018, 0.4126984126984127, 0.8915521777258112, 0] -['TS Roland-Jones', 11.99, 32.6, 'Fast', 2017, 2017, 0.6949152542372882, 1.2021884148389883, 0] -['T Westley', 24.62, 55.6, 'Bat', 2017, 2017, 0.4260485651214128, 0.9646302250803859, 0] -['MD Stoneman', 24.65, 378.91, 'OpenBat', 2017, 2018, 0.45714285714285713, 1.4, 0] -['C Overton', 11.92, 34.44, 'Fast', 2017, 2017, 0.4397163120567376, 1.2316747506676113, 0] -['TK Curran', 9.1, 40.1, 'PartFast', 2017, 2018, 0.55, 0.9743739647276626, 0] -['MS Crane', 2.84, 59.13, 'PartSpin', 2018, 2018, 0.5454545454545454, 1.292872454448017, 0] +['DJ Malan', 28.98, 48.8, 'Bat', 2017, 2018, 0.4126984126984127, 0.8915521777258112, 0] +['TS Roland-Jones', 11.99, 32.6, 'Fast', 2017, 2017, 0.6949152542372882, 1.2, 0] +['T Westley', 24.62, 55.01, 'Bat', 2017, 2017, 0.4260485651214128, 0.9646302250803859, 0] +['MD Stoneman', 24.65, 378.91, 'OpenBat', 2017, 2018, 0.45714285714285713, 1.2, 0] +['C Overton', 11.92, 34.44, 'Fast', 2017, 2017, 0.4397163120567376, 1.2, 0] +['TK Curran', 9.1, 40.1, 'Fast', 2017, 2018, 0.55, 0.9743739647276626, 0] +['MS Crane', 2.84, 59.13, 'Spin', 2018, 2018, 0.5454545454545454, 1.2, 0] diff --git a/indiadata.txt b/indiadata.txt index 5b2f4a8..6e06882 100644 --- a/indiadata.txt +++ b/indiadata.txt @@ -1,289 +1,290 @@ -['SHM Colah', 17.12, 397.75, 'Bat', 1932, 1933, 0.5, 1.4, 0] -['M Jahangir Khan', 11.45, 40.87, 'PartFast', 1932, 1936, 0.5, 0.9862314356435643, 0] -['Lall Singh', 14.64, 397.75, 'Bat', 1932, 1932, 0.5, 1.4, 0] -['Naoomal Jaoomal', 19.68, 46.49, 'OpenPartSpin', 1932, 1934, 0.5, 1.4814814814814816, 0] -['JG Navle', 11.11, 397.75, 'OpenWK', 1932, 1933, 0.5, 1.4, 0] +['L Amar Singh', 16.69, 32.94, 'Fast', 1932, 1936, 0.5, 0.921602887259395, 0] +['SHM Colah', 17.12, 397.75, 'Bat', 1932, 1933, 0.5, 1.2, 0] +['M Jahangir Khan', 11.45, 40.87, 'Fast', 1932, 1936, 0.5, 0.9862314356435643, 0] +['Lall Singh', 14.64, 397.75, 'Bat', 1932, 1932, 0.5, 1.2, 0] +['Naoomal Jaoomal', 19.68, 46.49, 'OpenPartSpin', 1932, 1934, 0.5, 1.2, 0] +['JG Navle', 11.11, 397.75, 'OpenWK', 1932, 1933, 0.5, 1.2, 0] ['CK Nayudu', 23.15, 44.27, 'PartSpin', 1932, 1936, 0.5, 1.0544143356643356, 4] -['S Nazir Ali', 16.17, 42.24, 'Fast', 1932, 1934, 0.5, 1.4151747655583973, 0] -['M Nissar', 6.35, 27.07, 'Fast', 1932, 1936, 0.5, 1.3683164739884393, 0] -['PE Palia', 17.86, 40.0, 'Bat', 1932, 1936, 0.5, 0.7254464285714286, 0] -['S Wazir Ali', 20.1, 131.66, 'Bat', 1932, 1936, 0.5, 1.953125, 0] -['L Amarnath', 21.54, 30.67, 'Med', 1933, 1952, 0.5, 0.831452599903437, 15] -['LP Jai', 17.73, 387.97, 'Bat', 1933, 1933, 0.5, 1.4, 0] -['RJD Jamshedji', 9.5, 37.33, 'Spin', 1933, 1933, 0.5, 1.535014005602241, 0] -['VM Merchant', 41.01, 122.56, 'OpenBat', 1933, 1951, 0.5, 1.763668430335097, 0] -['L Ramji', 7.56, 32.88, 'PartFast', 1933, 1933, 0.5, 1.091219096334186, 0] -['Dilawar Hussain', 20.12, 385.6, 'OpenWK', 1934, 1936, 0.5, 1.4, 0] -['MJ Gopalan', 14.2, 39.33, 'PartFast', 1934, 1934, 0.5, 0.8018092105263157, 0] -['S Mushtaq Ali', 24.2, 43.36, 'OpenPartSpin', 1934, 1952, 0.5, 1.2774299626889272, 0] -['CS Nayudu', 10.63, 39.48, 'PartSpin', 1934, 1952, 0.5, 1.643998717772588, 0] -['Yuvraj of Patiala', 13.22, 381.92, 'Bat', 1934, 1934, 0.5, 1.4, 0] -['DD Hindlekar', 10.11, 373.72, 'WK', 1936, 1946, 0.5, 1.4, 0] -['Vizianagram', 10.31, 393.31, 'Bat', 1936, 1936, 0.5, 1.4, 0] -['KR Meherhomji', 8.77, 393.31, 'WK', 1936, 1936, 0.5, 1.4, 0] -['C Ramaswami', 19.89, 393.31, 'Bat', 1936, 1936, 0.5, 1.4, 0] -['M Baqa Jilani', 10.59, 129.43, 'PartMed', 1936, 1936, 0.5, 1.4267185473411157, 0] +['S Nazir Ali', 16.17, 42.24, 'Fast', 1932, 1934, 0.5, 1.2, 0] +['M Nissar', 6.35, 34.19, 'Fast', 1932, 1936, 0.5, 1.2, 0] +['PE Palia', 17.86, 38.96, 'Bat', 1932, 1936, 0.5, 0.8, 0] +['S Wazir Ali', 20.1, 48.91, 'Bat', 1932, 1936, 0.5, 1.2, 0] +['L Amarnath', 21.54, 30.68, 'Med', 1933, 1952, 0.5, 0.831452599903437, 15] +['LP Jai', 17.73, 387.97, 'Bat', 1933, 1933, 0.5, 1.2, 0] +['RJD Jamshedji', 9.5, 38.78, 'Spin', 1933, 1933, 0.5, 1.2, 0] +['VM Merchant', 35.17, 46.0, 'OpenBat', 1933, 1951, 0.5, 1.2, 0] +['L Ramji', 7.56, 39.08, 'Fast', 1933, 1933, 0.5, 1.091219096334186, 0] +['Dilawar Hussain', 20.12, 385.6, 'OpenWK', 1934, 1936, 0.5, 1.2, 0] +['MJ Gopalan', 14.2, 39.33, 'Fast', 1934, 1934, 0.5, 0.8018092105263157, 0] +['S Mushtaq Ali', 24.2, 43.36, 'OpenPartSpin', 1934, 1952, 0.5, 1.2, 0] +['CS Nayudu', 10.63, 39.48, 'PartSpin', 1934, 1952, 0.5, 1.2, 0] +['Yuvraj of Patiala', 13.22, 381.92, 'Bat', 1934, 1934, 0.5, 1.2, 0] +['DD Hindlekar', 10.11, 373.72, 'WK', 1936, 1946, 0.5, 1.2, 0] +['Vizianagram', 10.31, 393.31, 'Bat', 1936, 1936, 0.5, 1.2, 0] +['KR Meherhomji', 8.77, 393.31, 'WK', 1936, 1936, 0.5, 1.2, 0] +['C Ramaswami', 19.89, 393.31, 'Bat', 1936, 1936, 0.5, 1.2, 0] +['M Baqa Jilani', 10.59, 50.88, 'Med', 1936, 1936, 0.5, 1.2, 0] ['Gul Mohammad', 17.45, 48.2, 'Bat', 1946, 1956, 0.5, 0.8202323991797676, 0] ['VS Hazare', 47.43, 43.6, 'PartMed', 1946, 1953, 0.5, 1.1157856228278762, 14] ['AH Kardar', 24.37, 42.5, 'PartSpin', 1946, 1958, 0.5, 0.9339024199232516, 23] ['MH Mankad', 32.27, 33.14, 'OpenSpin', 1946, 1959, 0.5, 0.94653989893451, 6] -['RS Modi', 37.98, 140.52, 'Bat', 1946, 1952, 0.5, 1.1965811965811968, 0] -['Nawab of Pataudi snr', 25.29, 373.13, 'Bat', 1932, 1946, 0.5, 1.4, 3] -['SG Shinde', 9.21, 54.93, 'Spin', 1946, 1952, 0.5, 1.2135059659812135, 0] -['CT Sarwate', 16.88, 41.3, 'OpenPartSpin', 1946, 1951, 0.5, 1.4512061048955571, 0] -['SW Sohoni', 16.89, 56.48, 'PartMed', 1946, 1951, 0.5, 0.9694448888177892, 0] -['HR Adhikari', 31.35, 53.24, 'Bat', 1947, 1959, 0.5, 1.2862745098039217, 1] -['JK Irani', 10.0, 389.11, 'WK', 1947, 1947, 0.13636363636363635, 1.4, 0] -['G Kishenchand', 23.55, 398.14, 'Bat', 1947, 1952, 0.5, 1.4, 0] -['KM Rangnekar', 21.07, 389.99, 'Bat', 1947, 1948, 0.4230769230769231, 1.4, 0] -['Amir Elahi', 10.3, 39.42, 'PartSpin', 1947, 1952, 0.5, 1.6103896103896103, 0] -['DG Phadkar', 33.61, 37.33, 'Fast', 1947, 1959, 0.5, 1.016572127683239, 0] -['K Rai Singh', 16.65, 389.99, 'Bat', 1948, 1948, 0.8125, 1.4, 0] -['PK Sen', 12.95, 398.14, 'WK', 1948, 1952, 0.5, 1.4, 0] -['CR Rangachari', 4.26, 44.14, 'Fast', 1948, 1948, 0.5, 1.487852723706051, 0] -['KC Ibrahim', 31.64, 389.99, 'OpenBat', 1948, 1949, 0.5, 1.4, 0] -['KK Tarapore', 6.22, 51.2, 'PartSpin', 1948, 1948, 0.5, 1.612541993281075, 0] +['RS Modi', 37.0, 54.97, 'Bat', 1946, 1952, 0.5, 1.1965811965811968, 0] +['Nawab of Pataudi snr', 25.29, 373.13, 'Bat', 1932, 1946, 0.5, 1.2, 3] +['SG Shinde', 9.21, 54.93, 'Spin', 1946, 1952, 0.5, 1.2, 0] +['CT Sarwate', 16.88, 41.3, 'OpenPartSpin', 1946, 1951, 0.5, 1.2, 0] +['SW Sohoni', 16.89, 56.48, 'Med', 1946, 1951, 0.5, 0.9694448888177892, 0] +['HR Adhikari', 31.35, 53.24, 'Bat', 1947, 1959, 0.5, 1.2, 1] +['JK Irani', 10.0, 389.11, 'WK', 1947, 1947, 0.13636363636363635, 1.2, 0] +['G Kishenchand', 23.55, 398.14, 'Bat', 1947, 1952, 0.5, 1.2, 0] +['KM Rangnekar', 21.07, 389.99, 'Bat', 1947, 1948, 0.4230769230769231, 1.2, 0] +['Amir Elahi', 10.3, 39.42, 'PartSpin', 1947, 1952, 0.5, 1.2, 0] +['DG Phadkar', 33.61, 37.96, 'Fast', 1947, 1959, 0.5, 1.016572127683239, 0] +['K Rai Singh', 16.65, 389.99, 'Bat', 1948, 1948, 0.8125, 1.2, 0] +['PK Sen', 12.95, 398.14, 'WK', 1948, 1952, 0.5, 1.2, 0] +['CR Rangachari', 4.26, 44.14, 'Fast', 1948, 1948, 0.5, 1.2, 0] +['KC Ibrahim', 26.7, 389.99, 'OpenBat', 1948, 1949, 0.5, 1.2, 0] +['KK Tarapore', 6.22, 48.66, 'Spin', 1948, 1948, 0.5, 1.2, 0] ['PR Umrigar', 45.83, 45.66, 'PartSpin', 1948, 1962, 0.5, 0.8463693169575522, 8] -['SA Banerjee', 7.24, 45.06, 'Med', 1949, 1949, 0.5, 1.516675046086811, 0] -['Ghulam Ahmed', 9.36, 35.21, 'Spin', 1949, 1959, 0.5, 0.9771816341918331, 3] -['NR Chowdhury', 4.16, 50.87, 'PartMed', 1949, 1951, 0.5, 1.031913822611497, 0] -['MR Rege', 20.38, 394.87, 'OpenBat', 1949, 1949, 0.5, 1.4, 0] +['SA Banerjee', 7.24, 45.06, 'Med', 1949, 1949, 0.5, 1.2, 0] +['Ghulam Ahmed', 9.36, 35.53, 'Spin', 1949, 1959, 0.5, 0.9771816341918331, 3] +['NR Chowdhury', 4.16, 50.87, 'Med', 1949, 1951, 0.5, 1.031913822611497, 0] +['MR Rege', 20.38, 394.87, 'OpenBat', 1949, 1949, 0.5, 1.2, 0] ['SN Banerjee', 12.32, 41.87, 'Fast', 1949, 1949, 0.5, 1.1928242697473468, 0] -['PG Joshi', 11.24, 426.74, 'WK', 1951, 1960, 0.5, 1.4, 0] -['P Roy', 34.74, 64.01, 'OpenBat', 1951, 1960, 0.5, 1.7074853397723353, 1] -['CD Gopinath', 25.74, 42.54, 'Bat', 1951, 1960, 0.5, 0.6165919282511211, 0] -['MK Mantri', 18.91, 415.66, 'WK', 1951, 1955, 0.5, 1.4, 0] +['PG Joshi', 11.24, 426.74, 'WK', 1951, 1960, 0.5, 1.2, 0] +['P Roy', 34.74, 64.01, 'OpenBat', 1951, 1960, 0.5, 1.2, 1] +['CD Gopinath', 25.74, 42.54, 'Bat', 1951, 1960, 0.5, 0.8, 0] +['MK Mantri', 18.91, 415.66, 'WK', 1951, 1955, 0.5, 1.2, 0] ['RV Divecha', 12.22, 42.17, 'Spin', 1952, 1952, 0.5, 0.9180144441053809, 0] ['SP Gupte', 6.49, 31.53, 'Spin', 1952, 1961, 0.5, 1.0498614650213087, 0] -['VL Manjrekar', 40.99, 56.4, 'Bat', 1952, 1965, 0.5, 0.5726184279021344, 0] -['DK Gaekwad', 21.47, 153.31, 'Bat', 1952, 1961, 0.5, 2.690582959641256, 4] +['VL Manjrekar', 40.99, 56.4, 'Bat', 1952, 1965, 0.5, 0.8, 0] +['DK Gaekwad', 21.47, 60.85, 'Bat', 1952, 1961, 0.5, 1.2, 4] ['GS Ramchand', 26.23, 51.02, 'PartFast', 1952, 1960, 0.5, 1.0268121061814197, 5] -['HG Gaekwad', 11.99, 45.01, 'PartSpin', 1952, 1952, 0.5, 0.5620664912700312, 0] -['S Nyalchand', 4.64, 38.71, 'Med', 1952, 1952, 0.5, 0.6706305309734514, 0] -['ML Apte', 31.91, 205.06, 'OpenBat', 1952, 1953, 0.5, 1.3274336283185841, 0] -['HT Dani', 27.81, 38.06, 'PartFast', 1952, 1952, 0.5, 0.8407079646017699, 0] -['V Rajindernath', 10.49, 410.12, 'WK', 1952, 1952, 0.5, 1.4, 0] -['ES Maka', 9.14, 410.12, 'WK', 1952, 1953, 0.5, 1.4, 0] -['RH Shodhan', 22.4, 143.4, 'Bat', 1952, 1953, 0.5, 1.1504424778761062, 0] -['CV Gadkari', 25.05, 148.61, 'Bat', 1953, 1955, 0.5, 1.1870218939593775, 0] -['JM Ghorpade', 16.24, 61.27, 'Bat', 1953, 1959, 0.5, 2.3497757847533634, 0] -['PH Punjabi', 22.07, 434.15, 'OpenBat', 1955, 1955, 0.5, 1.4, 0] -['NS Tamhane', 10.99, 419.14, 'WK', 1955, 1961, 0.5, 1.4, 0] -['P Bhandari', 20.46, 54.48, 'PartSpin', 1955, 1956, 0.5, 1.345291479820628, 0] -['JM Patel', 6.58, 35.51, 'Spin', 1955, 1960, 0.5, 0.9803770681031165, 0] +['HG Gaekwad', 11.99, 39.25, 'Spin', 1952, 1952, 0.5, 0.8, 0] +['S Nyalchand', 4.64, 39.43, 'Med', 1952, 1952, 0.5, 0.8, 0] +['ML Apte', 31.91, 205.06, 'OpenBat', 1952, 1953, 0.5, 1.2, 0] +['HT Dani', 27.81, 39.97, 'PartFast', 1952, 1952, 0.5, 0.8407079646017699, 0] +['V Rajindernath', 10.49, 410.12, 'WK', 1952, 1952, 0.5, 1.2, 0] +['ES Maka', 9.14, 410.12, 'WK', 1952, 1953, 0.5, 1.2, 0] +['RH Shodhan', 22.4, 54.54, 'Bat', 1952, 1953, 0.5, 1.1504424778761062, 0] +['CV Gadkari', 25.05, 57.14, 'Bat', 1953, 1955, 0.5, 1.1870218939593775, 0] +['JM Ghorpade', 16.24, 58.57, 'Bat', 1953, 1959, 0.5, 1.2, 0] +['PH Punjabi', 22.07, 434.15, 'OpenBat', 1955, 1955, 0.5, 1.2, 0] +['NS Tamhane', 10.99, 419.14, 'WK', 1955, 1961, 0.5, 1.2, 0] +['P Bhandari', 20.46, 52.32, 'PartSpin', 1955, 1956, 0.5, 1.2, 0] +['JM Patel', 6.58, 37.4, 'Spin', 1955, 1960, 0.5, 0.9803770681031165, 0] ['AG Kripal Singh', 26.44, 50.78, 'PartSpin', 1955, 1964, 0.5, 1.0079914389768196, 0] -['VN Swamy', 9.48, 144.28, 'PartFast', 1955, 1955, 0.5, 1.1312217194570136, 0] +['VN Swamy', 9.48, 52.55, 'Fast', 1955, 1955, 0.5, 1.1312217194570136, 0] ['NJ Contractor', 33.1, 73.35, 'OpenBat', 1955, 1962, 0.5, 1.1418783899514702, 12] -['VL Mehra', 22.87, 139.95, 'OpenBat', 1955, 1964, 0.5, 0.43668122270742354, 0] +['VL Mehra', 22.87, 52.11, 'OpenBat', 1955, 1964, 0.5, 0.8, 0] ['SR Patil', 16.86, 50.31, 'Fast', 1955, 1955, 0.5, 1.0033444816053512, 0] -['RG Nadkarni', 25.37, 29.03, 'Spin', 1955, 1968, 0.5, 0.7128878364731692, 0] +['RG Nadkarni', 25.37, 29.24, 'Spin', 1955, 1968, 0.5, 0.8, 0] ['GR Sunderam', 9.07, 48.78, 'Fast', 1955, 1956, 0.5, 1.127870634597092, 0] -['CT Patankar', 14.57, 426.74, 'WK', 1956, 1956, 0.5, 1.4, 0] +['CT Patankar', 14.57, 426.74, 'WK', 1956, 1956, 0.5, 1.2, 0] ['CG Borde', 35.21, 45.2, 'PartSpin', 1958, 1969, 0.5, 1.074449050355075, 1] -['GM Guard', 6.99, 37.8, 'Fast', 1958, 1960, 0.5, 1.2147910826324924, 0] -['MS Hardikar', 20.26, 59.52, 'PartSpin', 1958, 1958, 0.5, 1.3520157325467062, 0] -['VB Ranjane', 8.42, 45.99, 'Fast', 1958, 1964, 0.5, 1.3268365817091456, 0] -['RB Kenny', 29.3, 405.41, 'Bat', 1959, 1960, 0.5, 1.4, 0] +['GM Guard', 6.99, 42.06, 'Fast', 1958, 1960, 0.5, 1.2, 0] +['MS Hardikar', 20.26, 59.52, 'PartSpin', 1958, 1958, 0.5, 1.2, 0] +['VB Ranjane', 8.42, 45.99, 'Fast', 1958, 1964, 0.5, 1.2, 0] +['RB Kenny', 29.09, 405.41, 'Bat', 1959, 1960, 0.5, 1.2, 0] ['Surendranath', 9.92, 42.28, 'Med', 1959, 1961, 0.5, 1.0603197406093399, 0] -['AK Sengupta', 15.14, 412.37, 'OpenBat', 1959, 1959, 0.5, 1.4, 0] -['RB Desai', 13.11, 37.09, 'Fast', 1959, 1968, 0.5, 1.2488607142614827, 0] +['AK Sengupta', 15.14, 412.37, 'OpenBat', 1959, 1959, 0.5, 1.2, 0] +['RB Desai', 13.11, 37.09, 'Fast', 1959, 1968, 0.5, 1.2, 0] ['ML Jaisimha', 29.86, 55.18, 'OpenPartSpin', 1959, 1971, 0.5, 0.9966218246955435, 0] -['AL Apte', 19.46, 412.37, 'OpenBat', 1959, 1959, 0.5, 1.4, 0] -['AA Baig', 23.01, 196.14, 'Bat', 1959, 1967, 0.5, 2.109704641350211, 0] +['AL Apte', 19.46, 412.37, 'OpenBat', 1959, 1959, 0.5, 1.2, 0] +['AA Baig', 23.01, 196.14, 'Bat', 1959, 1967, 0.5, 1.2, 0] ['VM Muddiah', 8.08, 41.37, 'Spin', 1959, 1960, 0.5, 1.1040619592980143, 0] ['SA Durani', 24.19, 36.01, 'Spin', 1960, 1973, 0.5, 1.0391435506874174, 0] -['BK Kunderan', 30.25, 197.82, 'OpenWK', 1960, 1967, 0.5, 1.371308016877637, 0] +['BK Kunderan', 30.25, 197.82, 'OpenWK', 1960, 1967, 0.5, 1.2, 0] ['AG Milkha Singh', 20.46, 202.7, 'Bat', 1960, 1961, 0.5, 0.8733624454148471, 0] -['MM Sood', 15.56, 405.41, 'Bat', 1960, 1960, 0.5, 1.4, 0] -['RF Surti', 28.39, 55.15, 'Med', 1960, 1969, 0.5, 1.283485428319105, 0] -['BP Gupte', 6.05, 43.94, 'PartSpin', 1961, 1965, 0.5, 1.3031626899667674, 0] -['VV Kumar', 4.64, 30.03, 'Spin', 1961, 1961, 0.5, 0.8634938728982617, 0] -['FM Engineer', 29.89, 384.62, 'OpenWK', 1961, 1975, 0.5, 1.4, 0] -['DN Sardesai', 37.9, 193.17, 'Bat', 1961, 1972, 0.5, 1.9228030195128898, 0] -['MAK Pataudi', 33.57, 90.96, 'Bat', 1961, 1975, 0.5, 1.6736401673640164, 40] +['MM Sood', 15.56, 405.41, 'Bat', 1960, 1960, 0.5, 1.2, 0] +['RF Surti', 28.39, 55.15, 'Med', 1960, 1969, 0.5, 1.2, 0] +['BP Gupte', 6.05, 43.94, 'Spin', 1961, 1965, 0.5, 1.2, 0] +['VV Kumar', 4.64, 34.31, 'Spin', 1961, 1961, 0.5, 0.8634938728982617, 0] +['FM Engineer', 29.89, 384.62, 'OpenWK', 1961, 1975, 0.5, 1.2, 0] +['DN Sardesai', 37.9, 193.17, 'Bat', 1961, 1972, 0.5, 1.2, 0] +['MAK Pataudi', 33.57, 90.96, 'Bat', 1961, 1975, 0.5, 1.2, 40] ['EAS Prasanna', 11.08, 29.32, 'Spin', 1962, 1978, 0.5, 0.9837436167454567, 0] ['BS Chandrasekhar', 4.0, 29.22, 'Spin', 1964, 1979, 0.5, 1.0866997401370186, 0] -['Rajinder Pal', 6.57, 37.36, 'PartFast', 1964, 1964, 0.5, 0.7140538786108406, 0] -['Hanumant Singh', 29.33, 138.97, 'Bat', 1964, 1969, 0.5, 1.948051948051948, 0] -['KS Indrajitsinhji', 14.23, 386.35, 'OpenWK', 1964, 1969, 0.5, 1.4, 0] +['Rajinder Pal', 6.57, 37.14, 'PartFast', 1964, 1964, 0.5, 0.8, 0] +['Hanumant Singh', 29.33, 58.8, 'Bat', 1964, 1969, 0.5, 1.2, 0] +['KS Indrajitsinhji', 14.23, 386.35, 'OpenWK', 1964, 1969, 0.5, 1.2, 0] ['S Venkataraghavan', 11.55, 35.7, 'Spin', 1965, 1983, 0.5, 0.9088929219600725, 5] ['V Subramanya', 18.28, 65.78, 'PartMed', 1965, 1968, 0.5, 1.141267317737906, 0] -['AL Wadekar', 29.98, 140.13, 'Bat', 1966, 1974, 0.5, 2.2171459285138404, 16] +['AL Wadekar', 29.98, 61.32, 'Bat', 1966, 1974, 0.5, 1.2, 16] ['BS Bedi', 8.87, 28.35, 'Spin', 1967, 1979, 0.5, 0.8648480108231514, 22] -['S Guha', 6.71, 36.75, 'PartFast', 1967, 1969, 0.5, 1.158387445215599, 0] -['RC Saxena', 23.87, 132.26, 'OpenBat', 1967, 1967, 0.29069767441860467, 2.310924369747899, 0] +['S Guha', 6.71, 40.76, 'Fast', 1967, 1969, 0.5, 1.158387445215599, 0] +['RC Saxena', 23.87, 48.28, 'OpenBat', 1967, 1967, 0.29069767441860467, 1.2, 0] ['S Abid Ali', 19.65, 42.68, 'Fast', 1967, 1974, 0.5, 1.1692729248358293, 0] -['UN Kulkarni', 8.61, 56.9, 'PartFast', 1967, 1968, 0.5, 1.3336820083682006, 0] -['CPS Chauhan', 31.21, 56.91, 'OpenBat', 1969, 1981, 0.5, 1.4447321793648633, 0] -['AV Mankad', 25.12, 144.85, 'OpenBat', 1969, 1978, 0.5, 2.5170731707317073, 0] -['AM Pai', 5.92, 38.25, 'Fast', 1969, 1969, 0.5, 0.6798245614035089, 0] -['AK Roy', 23.01, 383.75, 'Bat', 1969, 1969, 0.5, 1.4, 0] -['A Gandotra', 15.66, 130.07, 'Bat', 1969, 1969, 0.5, 2.0833333333333335, 0] +['UN Kulkarni', 8.61, 56.9, 'Fast', 1967, 1968, 0.5, 1.2, 0] +['CPS Chauhan', 31.21, 56.91, 'OpenBat', 1969, 1981, 0.5, 1.2, 0] +['AV Mankad', 25.12, 60.17, 'OpenBat', 1969, 1978, 0.5, 1.2, 0] +['AM Pai', 5.92, 38.25, 'Fast', 1969, 1969, 0.5, 0.8, 0] +['AK Roy', 23.01, 383.75, 'Bat', 1969, 1969, 0.5, 1.2, 0] +['A Gandotra', 15.66, 46.93, 'Bat', 1969, 1969, 0.5, 1.2, 0] ['ED Solkar', 25.11, 51.38, 'PartSpin', 1969, 1977, 0.5, 1.142918179876095, 0] -['GR Viswanath', 41.96, 63.73, 'Bat', 1969, 1983, 0.5, 1.5584415584415585, 2] +['GR Viswanath', 41.96, 63.73, 'Bat', 1969, 1983, 0.5, 1.2, 2] ['M Amarnath', 42.29, 54.73, 'PartMed', 1969, 1988, 0.5, 1.1101512596665808, 0] -['HK Jayantilal', 20.59, 386.72, 'OpenBat', 1971, 1971, 0.5, 1.4, 0] -['P Krishnamurthy', 8.2, 386.72, 'WK', 1971, 1971, 0.5, 1.4, 0] -['SM Gavaskar', 51.28, 121.91, 'OpenBat', 1971, 1987, 0.5, 1.2320574162679425, 47] -['RD Parkar', 19.76, 392.93, 'OpenBat', 1972, 1973, 0.3448275862068966, 1.4, 0] +['HK Jayantilal', 20.59, 386.72, 'OpenBat', 1971, 1971, 0.5, 1.2, 0] +['P Krishnamurthy', 8.2, 386.72, 'WK', 1971, 1971, 0.5, 1.2, 0] +['SM Gavaskar', 51.28, 121.91, 'OpenBat', 1971, 1987, 0.5, 1.2, 47] +['RD Parkar', 19.76, 392.93, 'OpenBat', 1972, 1973, 0.3448275862068966, 1.2, 0] ['S Madan Lal', 22.56, 39.07, 'Med', 1974, 1986, 0.5, 1.06645082841046, 0] -['BP Patel', 29.51, 400.27, 'Bat', 1974, 1977, 0.5, 1.4, 0] -['SS Naik', 21.22, 395.39, 'OpenBat', 1974, 1975, 0.5, 1.4, 0] -['HS Kanitkar', 25.51, 395.39, 'Bat', 1974, 1974, 0.5, 1.4, 0] -['PH Sharma', 22.98, 42.43, 'Bat', 1974, 1977, 0.5, 0.7905138339920948, 0] -['AD Gaekwad', 29.96, 56.48, 'OpenBat', 1975, 1985, 0.5, 1.2581578416201307, 0] +['BP Patel', 29.51, 400.27, 'Bat', 1974, 1977, 0.5, 1.2, 0] +['SS Naik', 21.22, 395.39, 'OpenBat', 1974, 1975, 0.5, 1.2, 0] +['HS Kanitkar', 25.51, 395.39, 'Bat', 1974, 1974, 0.5, 1.2, 0] +['PH Sharma', 22.98, 41.8, 'Bat', 1974, 1977, 0.5, 0.8, 0] +['AD Gaekwad', 29.96, 56.48, 'OpenBat', 1975, 1985, 0.5, 1.2, 0] ['KD Ghavri', 21.13, 36.95, 'Med', 1975, 1981, 0.5, 1.1899543894214701, 0] ['S Amarnath', 28.02, 199.93, 'Bat', 1976, 1978, 0.5, 1.0570824524312896, 0] -['SMH Kirmani', 27.11, 200.47, 'WK', 1976, 1986, 0.5, 1.537551744529864, 0] -['DB Vengsarkar', 41.59, 197.43, 'Bat', 1976, 1992, 0.5, 1.702127659574468, 10] -['Yajurvindra Singh', 23.78, 137.42, 'PartMed', 1977, 1979, 0.30704225352112674, 0.9541984732824427, 0] +['SMH Kirmani', 27.11, 200.47, 'WK', 1976, 1986, 0.5, 1.2, 0] +['DB Vengsarkar', 41.59, 197.43, 'Bat', 1976, 1992, 0.5, 1.2, 10] +['Yajurvindra Singh', 23.78, 54.5, 'PartMed', 1977, 1979, 0.30704225352112674, 0.9541984732824427, 0] ['N Kapil Dev', 30.34, 28.96, 'Fast', 1978, 1994, 0.5, 1.015714218051879, 34] ['MV Narasimha Rao', 22.58, 48.52, 'PartSpin', 1979, 1979, 0.5, 1.114274494404084, 0] -['DD Parsana', 15.09, 36.75, 'PartFast', 1979, 1979, 0.5, 0.946969696969697, 0] -['B Reddy', 10.59, 401.2, 'WK', 1979, 1979, 0.38, 1.4, 0] -['Yashpal Sharma', 33.54, 45.43, 'Bat', 1979, 1983, 0.5, 1.2734082397003745, 0] +['DD Parsana', 15.09, 37.98, 'PartFast', 1979, 1979, 0.5, 0.946969696969697, 0] +['B Reddy', 10.59, 401.2, 'WK', 1979, 1979, 0.38, 1.2, 0] +['Yashpal Sharma', 33.54, 45.43, 'Bat', 1979, 1983, 0.5, 1.2, 0] ['DR Doshi', 4.77, 31.14, 'Spin', 1979, 1983, 0.5, 0.8442032741201797, 0] ['NS Yadav', 13.84, 38.23, 'Spin', 1979, 1987, 0.5, 0.9659315753498579, 0] -['RMH Binny', 23.22, 53.34, 'Med', 1979, 1987, 0.5, 1.205627308689843, 0] +['RMH Binny', 23.22, 53.34, 'Med', 1979, 1987, 0.5, 1.2, 0] ['SM Patil', 37.15, 48.5, 'Bat', 1980, 1984, 0.5, 0.8393075712537156, 0] ['KBJ Azad', 20.19, 57.49, 'PartSpin', 1981, 1983, 0.5, 1.1218045112781954, 0] ['RJ Shastri', 34.97, 40.01, 'Spin', 1981, 1992, 0.5, 0.8598689366032604, 1] -['B Yograj Singh', 8.55, 56.65, 'PartFast', 1981, 1981, 0.2, 1.5730337078651684, 0] -['TE Srinivasan', 20.49, 400.94, 'Bat', 1981, 1981, 0.25806451612903225, 1.4, 0] -['K Srikkanth', 29.19, 145.56, 'OpenBat', 1981, 1992, 0.5, 1.1557177615571774, 4] -['AO Malhotra', 29.99, 197.43, 'Bat', 1982, 1985, 0.5, 0.37037037037037035, 0] -['P Roy', 24.98, 402.41, 'OpenBat', 1982, 1982, 0.30869565217391304, 1.4, 0] -['GAHM Parkar', 23.66, 402.41, 'OpenBat', 1982, 1982, 0.15555555555555556, 1.4, 0] -['SV Nayak', 16.23, 63.5, 'PartSpin', 1982, 1982, 0.3877551020408163, 1.2889366272824918, 0] -['J Arun Lal', 26.14, 142.49, 'OpenBat', 1982, 1989, 0.5, 0.9580291970802919, 0] +['B Yograj Singh', 8.55, 56.65, 'Fast', 1981, 1981, 0.2, 1.2, 0] +['TE Srinivasan', 20.49, 400.94, 'Bat', 1981, 1981, 0.25806451612903225, 1.2, 0] +['K Srikkanth', 29.19, 84.99, 'OpenBat', 1981, 1992, 0.5, 1.1557177615571774, 4] +['AO Malhotra', 29.55, 197.43, 'Bat', 1982, 1985, 0.5, 0.8, 0] +['P Roy', 24.98, 402.41, 'OpenBat', 1982, 1982, 0.30869565217391304, 1.2, 0] +['GAHM Parkar', 23.66, 402.41, 'OpenBat', 1982, 1982, 0.15555555555555556, 1.2, 0] +['SV Nayak', 16.23, 63.5, 'Spin', 1982, 1982, 0.3877551020408163, 1.2, 0] +['J Arun Lal', 26.14, 57.82, 'OpenBat', 1982, 1989, 0.5, 0.9580291970802919, 0] ['RC Shukla', 19.71, 41.83, 'Spin', 1982, 1982, 0.5, 1.1661807580174928, 0] ['Maninder Singh', 5.41, 36.1, 'Spin', 1982, 1993, 0.5, 0.8793348292009767, 0] -['BS Sandhu', 16.39, 49.03, 'PartFast', 1983, 1983, 0.5, 1.231755860238832, 0] -['TAP Sekhar', 8.22, 53.63, 'PartFast', 1983, 1983, 0.0, 1.426360017691287, 0] +['BS Sandhu', 16.39, 49.03, 'Fast', 1983, 1983, 0.5, 1.2, 0] +['TAP Sekhar', 8.22, 50.11, 'Fast', 1983, 1983, 0.0, 1.2, 0] ['L Sivaramakrishnan', 14.95, 60.26, 'Spin', 1983, 1986, 0.5, 1.0749659672346619, 0] -['AR Bhat', 7.52, 36.86, 'Spin', 1983, 1983, 0.5, 0.7776290040168915, 0] -['NS Sidhu', 42.22, 200.4, 'OpenBat', 1983, 1999, 0.5, 3.2967032967032965, 0] -['C Sharma', 21.26, 38.33, 'Fast', 1984, 1989, 0.5, 1.3649845390100759, 0] +['AR Bhat', 7.52, 37.39, 'Spin', 1983, 1983, 0.5, 0.8, 0] +['NS Sidhu', 42.22, 200.4, 'OpenBat', 1983, 1999, 0.5, 1.2, 0] +['C Sharma', 21.26, 38.33, 'Fast', 1984, 1989, 0.5, 1.2, 0] ['M Prabhakar', 32.33, 39.23, 'Med', 1984, 1995, 0.5, 1.0528869124186848, 0] -['M Azharuddin', 45.02, 146.92, 'Bat', 1985, 2000, 0.5, 2.695115103874228, 47] -['G Sharma', 12.39, 46.57, 'Spin', 1985, 1990, 0.5, 0.7028931282948115, 0] -['LS Rajput', 29.22, 395.26, 'OpenBat', 1985, 1985, 0.5, 1.4, 0] -['S Viswanath', 16.23, 395.26, 'WK', 1985, 1985, 0.5, 1.4, 0] -['KS More', 25.45, 198.02, 'WK', 1986, 1993, 0.5, 2.1978021978021975, 0] -['CS Pandit', 28.49, 391.9, 'WK', 1986, 1992, 0.5166163141993958, 1.4, 0] -['RR Kulkarni', 11.62, 53.91, 'Fast', 1986, 1987, 0.5, 1.3581428742371664, 0] +['M Azharuddin', 45.02, 60.28, 'Bat', 1985, 2000, 0.5, 1.2, 47] +['G Sharma', 12.39, 46.57, 'Spin', 1985, 1990, 0.5, 0.8, 0] +['LS Rajput', 29.22, 395.26, 'OpenBat', 1985, 1985, 0.5, 1.2, 0] +['S Viswanath', 16.23, 395.26, 'WK', 1985, 1985, 0.5, 1.2, 0] +['KS More', 25.45, 198.02, 'WK', 1986, 1993, 0.5, 1.2, 0] +['CS Pandit', 28.49, 391.9, 'WK', 1986, 1992, 0.5166163141993958, 1.2, 0] +['RR Kulkarni', 11.62, 53.91, 'Fast', 1986, 1987, 0.5, 1.2, 0] ['B Arun', 16.93, 54.62, 'Med', 1986, 1987, 0.5, 1.0079944386513728, 0] -['R Lamba', 30.53, 390.75, 'Bat', 1986, 1987, 0.5, 1.4, 0] +['R Lamba', 28.55, 390.75, 'Bat', 1986, 1987, 0.5, 1.2, 0] ['Arshad Ayub', 16.6, 41.01, 'Spin', 1987, 1989, 0.32125, 0.8628008628008628, 0] -['SV Manjrekar', 37.13, 199.93, 'Bat', 1987, 1996, 0.3867853085952291, 1.93215972520395, 0] +['SV Manjrekar', 37.13, 199.93, 'Bat', 1987, 1996, 0.3867853085952291, 1.2, 0] ['ND Hirwani', 6.25, 35.05, 'Spin', 1988, 1996, 0.5, 1.012353394721021, 0] ['WV Raman', 26.52, 63.27, 'OpenPartSpin', 1988, 1997, 0.378698224852071, 0.8117291719103951, 0] -['AK Sharma', 39.76, 134.5, 'PartSpin', 1988, 1988, 0.3136094674556213, 0.8241758241758241, 0] -['RGM Patel', 5.12, 61.06, 'PartFast', 1988, 1988, 0.0, 1.334379905808477, 0] -['SK Sharma', 21.55, 52.9, 'Med', 1988, 1990, 0.7, 1.3112491373360937, 0] -['M Venkataramana', 7.81, 48.73, 'PartSpin', 1989, 1989, 0.0, 1.8210361067503926, 0] -['SA Ankola', 8.87, 42.79, 'Fast', 1989, 1989, 0.5454545454545454, 1.5628815628815629, 0] +['AK Sharma', 29.85, 50.09, 'PartSpin', 1988, 1988, 0.3136094674556213, 0.8241758241758241, 0] +['RGM Patel', 5.12, 59.02, 'PartFast', 1988, 1988, 0.0, 1.2, 0] +['SK Sharma', 21.55, 52.9, 'Med', 1988, 1990, 0.7, 1.2, 0] +['M Venkataramana', 7.81, 48.73, 'PartSpin', 1989, 1989, 0.0, 1.2, 0] +['SA Ankola', 8.87, 42.79, 'Fast', 1989, 1989, 0.5454545454545454, 1.2, 0] ['SR Tendulkar', 52.49, 72.29, 'Bat', 1989, 2013, 0.5, 1.191356450790413, 25] -['V Razdan', 12.5, 48.12, 'Fast', 1989, 1989, 0.6, 1.2912087912087913, 0] +['V Razdan', 12.5, 48.12, 'Fast', 1989, 1989, 0.6, 1.2, 0] ['SLV Raju', 9.68, 33.9, 'Spin', 1990, 2001, 0.5, 0.8170046784027087, 0] -['AS Wassan', 12.55, 46.49, 'Fast', 1990, 1990, 0.706766917293233, 1.5557476231633534, 0] -['Gursharan Singh', 25.74, 396.04, 'Bat', 1990, 1990, 0.47368421052631576, 1.4, 0] +['AS Wassan', 12.55, 46.49, 'Fast', 1990, 1990, 0.706766917293233, 1.2, 0] +['Gursharan Singh', 25.74, 396.04, 'Bat', 1990, 1990, 0.47368421052631576, 1.2, 0] ['A Kumble', 17.61, 29.38, 'Spin', 1990, 2008, 0.3882261812548412, 0.9360975112199102, 14] ['J Srinath', 14.44, 30.99, 'Fast', 1991, 2002, 0.4953362788414335, 1.035717575534267, 0] ['ST Banerjee', 10.56, 51.27, 'Fast', 1992, 1992, 0.42857142857142855, 0.9529602595296025, 0] -['PK Amre', 32.96, 399.87, 'Bat', 1992, 1993, 0.5, 1.4, 0] -['A Jadeja', 29.14, 406.5, 'OpenBat', 1992, 2000, 0.39371155160628846, 1.4, 0] +['PK Amre', 32.96, 399.87, 'Bat', 1992, 1993, 0.5, 1.2, 0] +['A Jadeja', 28.22, 406.5, 'OpenBat', 1992, 2000, 0.39371155160628846, 1.2, 0] ['RK Chauhan', 9.83, 47.4, 'Spin', 1993, 1998, 0.28160919540229884, 0.8500645444807603, 0] -['VG Kambli', 47.06, 402.41, 'Bat', 1993, 1995, 0.5, 1.4, 0] -['V Yadav', 22.13, 403.77, 'WK', 1993, 1993, 1.2, 1.4, 0] -['NR Mongia', 24.03, 400.0, 'WK', 1994, 2001, 0.3853554249064671, 1.4, 0] +['VG Kambli', 44.48, 402.41, 'Bat', 1993, 1995, 0.5, 1.2, 0] +['V Yadav', 22.13, 403.77, 'WK', 1993, 1993, 1.2, 1.2, 0] +['NR Mongia', 24.03, 400.0, 'WK', 1994, 2001, 0.3853554249064671, 1.2, 0] ['AR Kapoor', 16.23, 51.92, 'Spin', 1994, 1996, 0.5359116022099447, 0.869772835800532, 0] ['SB Joshi', 18.77, 36.93, 'Spin', 1996, 2000, 0.42206235011990406, 0.9031028032024312, 0] -['PL Mhambrey', 12.8, 41.93, 'PartMed', 1996, 1996, 0.5225225225225225, 1.2470508931580722, 0] +['PL Mhambrey', 12.8, 41.93, 'Med', 1996, 1996, 0.5225225225225225, 1.2, 0] ['BKV Prasad', 7.21, 37.94, 'Fast', 1996, 2001, 0.2887624466571835, 1.0117419275189288, 0] -['V Rathour', 26.4, 406.5, 'OpenBat', 1996, 1997, 0.34203655352480417, 1.4, 0] -['R Dravid', 49.38, 188.8, 'Bat', 1996, 2012, 0.4251071725638237, 0.6372549019607843, 25] +['V Rathour', 26.4, 406.5, 'OpenBat', 1996, 1997, 0.34203655352480417, 1.2, 0] +['R Dravid', 49.38, 188.8, 'Bat', 1996, 2012, 0.4251071725638237, 0.8, 25] ['SC Ganguly', 40.83, 57.62, 'PartMed', 1996, 2008, 0.5125799573560768, 1.0822085810578088, 49] -['DJ Johnson', 6.41, 50.5, 'Med', 1996, 1996, 0.22857142857142856, 1.2952898550724639, 0] -['VVS Laxman', 43.4, 57.57, 'Bat', 1996, 2012, 0.49373067191453474, 0.7625272331154684, 0] -['D Ganesh', 10.73, 48.74, 'PartMed', 1997, 1997, 0.20491803278688525, 1.3388379632869172, 0] +['DJ Johnson', 6.41, 50.5, 'Med', 1996, 1996, 0.22857142857142856, 1.2, 0] +['VVS Laxman', 43.4, 57.57, 'Bat', 1996, 2012, 0.49373067191453474, 0.8, 0] +['D Ganesh', 10.73, 48.74, 'Med', 1997, 1997, 0.20491803278688525, 1.2, 0] ['A Kuruvilla', 6.76, 44.08, 'Fast', 1997, 1997, 0.4024390243902439, 1.0868439489475767, 0] -['NM Kulkarni', 7.18, 49.17, 'PartSpin', 1997, 2001, 0.11904761904761904, 0.9372177055103885, 0] -['DS Mohanty', 8.46, 35.13, 'Med', 1997, 1997, 0.0, 1.1952988247061767, 0] -['Harvinder Singh', 9.04, 50.1, 'PartFast', 1998, 2001, 0.15789473684210525, 1.3924431732650913, 0] +['NM Kulkarni', 7.18, 49.17, 'Spin', 1997, 2001, 0.11904761904761904, 0.9372177055103885, 0] +['DS Mohanty', 8.46, 38.15, 'Med', 1997, 1997, 0.0, 1.1952988247061767, 0] +['Harvinder Singh', 9.04, 50.1, 'Fast', 1998, 2001, 0.15789473684210525, 1.2, 0] ['Harbhajan Singh', 16.81, 29.94, 'Spin', 1998, 2015, 0.6480186480186481, 0.9050692435581428, 0] ['AB Agarkar', 16.28, 47.47, 'Fast', 1998, 2006, 0.5282146160962072, 1.1341077216416262, 0] -['RR Singh', 27.77, 63.08, 'PartFast', 1998, 1998, 0.5, 1.1307420494699647, 0] -['R Singh', 3.76, 45.69, 'Fast', 1999, 1999, 0.0, 1.5277777777777777, 0] -['S Ramesh', 37.51, 197.56, 'OpenBat', 1999, 2001, 0.46528250510551394, 1.6362252663622527, 0] +['RR Singh', 27.77, 61.52, 'PartFast', 1998, 1998, 0.5, 1.1307420494699647, 0] +['R Singh', 3.76, 45.69, 'Fast', 1999, 1999, 0.0, 1.2, 0] +['S Ramesh', 37.51, 197.56, 'OpenBat', 1999, 2001, 0.46528250510551394, 1.2, 0] ['A Nehra', 5.5, 44.62, 'Fast', 1999, 2004, 0.30078125, 1.0863015971427823, 0] -['DJ Gandhi', 26.86, 396.3, 'OpenBat', 1999, 1999, 0.3743119266055046, 1.4, 0] -['MSK Prasad', 15.24, 395.13, 'WK', 1999, 2000, 0.2864864864864865, 1.4, 0] +['DJ Gandhi', 26.86, 396.3, 'OpenBat', 1999, 1999, 0.3743119266055046, 1.2, 0] +['MSK Prasad', 15.24, 395.13, 'WK', 1999, 2000, 0.2864864864864865, 1.2, 0] ['R Vijay Bharadwaj', 23.48, 74.94, 'PartSpin', 1999, 2000, 0.19310344827586207, 0.8901336586989075, 0] -['HH Kanitkar', 30.75, 146.15, 'Bat', 1999, 2000, 0.4, 0.684931506849315, 0] -['W Jaffer', 32.2, 188.8, 'OpenBat', 2000, 2008, 0.480593325092707, 0.53475935828877, 0] +['HH Kanitkar', 29.51, 60.53, 'Bat', 1999, 2000, 0.4, 0.8, 0] +['W Jaffer', 32.2, 188.8, 'OpenBat', 2000, 2008, 0.480593325092707, 0.8, 0] ['M Kartik', 11.99, 37.21, 'Spin', 2000, 2004, 0.38095238095238093, 0.8517002845925341, 0] -['N Chopra', 15.3, 63.03, 'PartSpin', 2000, 2000, 0.1, 1.1130136986301369, 0] -['M Kaif', 28.2, 135.7, 'Bat', 2000, 2006, 0.40310077519379844, 0.44296788482835, 0] +['N Chopra', 15.3, 59.87, 'Spin', 2000, 2000, 0.1, 1.1130136986301369, 0] +['M Kaif', 28.2, 52.2, 'Bat', 2000, 2006, 0.40310077519379844, 0.8, 0] ['SS Das', 34.05, 195.19, 'OpenBat', 2000, 2002, 0.3891987085412386, 1.074938574938575, 0] -['SS Karim', 33.78, 395.13, 'WK', 2000, 2000, 0.32608695652173914, 1.4, 0] +['SS Karim', 29.86, 395.13, 'WK', 2000, 2000, 0.32608695652173914, 1.2, 0] ['Z Khan', 10.99, 30.29, 'Fast', 2000, 2014, 0.5170096598068039, 1.039025564977122, 0] -['V Dahiya', 19.8, 395.13, 'WK', 2000, 2000, 0.4, 1.4, 0] +['V Dahiya', 19.8, 395.13, 'WK', 2000, 2000, 0.4, 1.2, 0] ['Sarandeep Singh', 14.32, 45.57, 'Spin', 2000, 2002, 0.3161764705882353, 1.0165032288926092, 0] -['RL Sanghvi', 6.11, 54.96, 'Spin', 2001, 2001, 0.09090909090909091, 2.1365960555149743, 0] +['RL Sanghvi', 6.11, 54.96, 'Spin', 2001, 2001, 0.09090909090909091, 1.2, 0] ['SV Bahutule', 19.54, 38.72, 'Spin', 2001, 2001, 0.37142857142857144, 1.1242800177226406, 0] -['SS Dighe', 19.46, 390.37, 'WK', 2001, 2001, 0.38315217391304346, 1.4, 0] -['HK Badani', 25.44, 195.19, 'Bat', 2001, 2001, 0.3790322580645161, 0.7179054054054054, 0] -['D Dasgupta', 20.95, 387.22, 'OpenWK', 2001, 2002, 0.30550621669627, 1.4, 0] +['SS Dighe', 19.46, 390.37, 'WK', 2001, 2001, 0.38315217391304346, 1.2, 0] +['HK Badani', 25.44, 195.19, 'Bat', 2001, 2001, 0.3790322580645161, 0.8, 0] +['D Dasgupta', 20.95, 387.22, 'OpenWK', 2001, 2002, 0.30550621669627, 1.2, 0] ['V Sehwag', 45.37, 59.12, 'OpenPartSpin', 2001, 2013, 0.8223350253807107, 0.9669308624012455, 4] ['SB Bangar', 24.09, 49.55, 'OpenPartFast', 2001, 2002, 0.32480995162404974, 0.9032733784531114, 0] -['IR Siddiqui', 8.83, 48.2, 'OpenPartFast', 2001, 2001, 0.9666666666666667, 0.8534850640113797, 0] +['IR Siddiqui', 8.83, 48.2, 'OpenFast', 2001, 2001, 0.9666666666666667, 0.8534850640113797, 0] ['T Yohannan', 6.58, 55.82, 'Fast', 2001, 2002, 0.43333333333333335, 1.0570213468764194, 0] -['A Ratra', 17.65, 193.61, 'WK', 2002, 2002, 0.3058161350844278, 0.334448160535117, 0] -['PA Patel', 28.34, 369.12, 'WK', 2002, 2018, 0.4846912298910223, 1.4, 0] +['A Ratra', 17.65, 193.61, 'WK', 2002, 2002, 0.3058161350844278, 0.8, 0] +['PA Patel', 28.34, 369.12, 'WK', 2002, 2018, 0.4846912298910223, 1.2, 0] ['L Balaji', 6.54, 39.37, 'Fast', 2003, 2005, 0.40476190476190477, 1.1210862477109294, 0] -['A Chopra', 24.22, 377.6, 'OpenBat', 2003, 2004, 0.34600158353127475, 1.4, 0] +['A Chopra', 24.22, 377.6, 'OpenBat', 2003, 2004, 0.34600158353127475, 1.2, 0] ['Yuvraj Singh', 31.15, 63.37, 'Bat', 2003, 2012, 0.5797985962770827, 1.1191243414659098, 0] ['IK Pathan', 29.12, 35.09, 'Fast', 2003, 2008, 0.5322736030828517, 1.0476429657020876, 0] -['G Gambhir', 38.72, 184.56, 'OpenBat', 2004, 2016, 0.5149373992810214, 0.6329113924050632, 0] -['KD Karthik', 25.54, 367.76, 'WK', 2004, 2010, 0.5, 1.4, 0] -['MS Dhoni', 35.15, 184.56, 'WK', 2005, 2014, 0.5911019517517275, 1.3251582278481011, 60] -['RP Singh', 6.08, 44.34, 'Fast', 2006, 2011, 0.42028985507246375, 1.264328935994287, 0] +['G Gambhir', 38.72, 184.56, 'OpenBat', 2004, 2016, 0.5149373992810214, 0.8, 0] +['KD Karthik', 25.54, 367.76, 'WK', 2004, 2010, 0.5, 1.2, 0] +['MS Dhoni', 35.15, 184.56, 'WK', 2005, 2014, 0.5911019517517275, 1.2, 60] +['RP Singh', 6.08, 44.34, 'Fast', 2006, 2011, 0.42028985507246375, 1.2, 0] ['S Sreesanth', 8.56, 44.21, 'Fast', 2006, 2011, 0.5213358070500927, 1.1497464828337682, 0] ['PP Chawla', 16.63, 47.14, 'Spin', 2006, 2012, 0.2608695652173913, 1.0419882679839456, 0] ['MM Patel', 7.8, 37.14, 'Fast', 2006, 2011, 0.4225352112676056, 0.9667132466229531, 0] -['VRV Singh', 12.01, 40.43, 'Fast', 2006, 2007, 1.119047619047619, 1.2196166918968325, 0] +['VRV Singh', 12.01, 40.43, 'Fast', 2006, 2007, 1.119047619047619, 1.2, 0] ['RR Powar', 14.78, 44.37, 'Spin', 2007, 2007, 0.7222222222222222, 0.891912320483749, 0] ['I Sharma', 7.78, 33.26, 'Fast', 2007, 2018, 0.283308568598316, 1.0302547770700639, 0] ['A Mishra', 18.94, 34.62, 'Spin', 2008, 2016, 0.5874886672710788, 1.0166368977409317, 0] ['M Vijay', 37.14, 63.94, 'OpenBat', 2008, 2018, 0.46258668937826986, 0.9700842288701715, 0] ['PP Ojha', 6.01, 31.16, 'Spin', 2009, 2013, 0.18089430894308944, 0.8534371432314573, 0] -['S Badrinath', 30.45, 369.12, 'Bat', 2010, 2010, 0.3539325842696629, 1.4, 0] -['WP Saha', 28.39, 370.71, 'WK', 2010, 2018, 0.4459770114942529, 1.4, 0] -['A Mithun', 11.8, 43.62, 'Med', 2010, 2011, 0.4819277108433735, 1.20253164556962, 0] +['S Badrinath', 28.08, 369.12, 'Bat', 2010, 2010, 0.3539325842696629, 1.2, 0] +['WP Saha', 28.39, 370.71, 'WK', 2010, 2018, 0.4459770114942529, 1.2, 0] +['A Mithun', 11.8, 43.62, 'Med', 2010, 2011, 0.4819277108433735, 1.2, 0] ['SK Raina', 24.33, 55.14, 'PartSpin', 2010, 2015, 0.5314878892733564, 1.1068485104352135, 0] -['CA Pujara', 46.82, 185.36, 'Bat', 2010, 2018, 0.4745118733509235, 0.6389776357827477, 0] -['JD Unadkat', 10.56, 46.82, 'PartMed', 2010, 2010, 0.13333333333333333, 1.2293086660175268, 0] +['CA Pujara', 46.82, 185.36, 'Bat', 2010, 2018, 0.4745118733509235, 0.8, 0] +['JD Unadkat', 10.56, 43.95, 'Med', 2010, 2010, 0.13333333333333333, 1.2, 0] ['V Kohli', 49.49, 185.36, 'Bat', 2011, 2018, 0.5826689047419219, 0.8937846684568495, 35] ['P Kumar', 12.59, 34.21, 'Med', 2011, 2011, 0.9371069182389937, 0.8240962430906564, 0] -['A Mukund', 29.25, 44.7, 'OpenBat', 2011, 2017, 0.45714285714285713, 2.236421725239617, 0] +['A Mukund', 29.25, 44.41, 'OpenBat', 2011, 2017, 0.45714285714285713, 1.2, 0] ['R Ashwin', 28.4, 23.69, 'Spin', 2011, 2018, 0.55, 0.9228903146428022, 0] ['UT Yadav', 8.74, 35.55, 'Fast', 2011, 2017, 0.4457593688362919, 1.1554249721300447, 0] -['VR Aaron', 5.68, 52.39, 'Fast', 2011, 2015, 0.3181818181818182, 1.5267749901251355, 0] -['R Vinay Kumar', 11.07, 34.14, 'PartMed', 2012, 2012, 0.4583333333333333, 1.7883390494855465, 0] -['RA Jadeja', 27.25, 22.0, 'Spin', 2012, 2017, 0.6500829187396352, 0.7432811520573221, 0] +['VR Aaron', 5.68, 52.39, 'Fast', 2011, 2015, 0.3181818181818182, 1.2, 0] +['R Vinay Kumar', 11.07, 34.14, 'PartMed', 2012, 2012, 0.4583333333333333, 1.2, 0] +['RA Jadeja', 27.25, 22.0, 'Spin', 2012, 2017, 0.6500829187396352, 0.8, 0] ['B Kumar', 19.26, 31.3, 'Med', 2013, 2018, 0.4506122448979592, 0.9503988900450919, 0] -['S Dhawan', 40.39, 189.51, 'OpenBat', 2013, 2018, 0.6664495114006515, 0.6451612903225805, 0] -['AM Rahane', 41.39, 379.03, 'Bat', 2013, 2018, 0.5275388838060384, 1.4, 1] +['S Dhawan', 40.39, 189.51, 'OpenBat', 2013, 2018, 0.6664495114006515, 0.8, 0] +['AM Rahane', 41.39, 379.03, 'Bat', 2013, 2018, 0.5275388838060384, 1.2, 1] ['Mohammed Shami', 12.6, 30.94, 'Fast', 2013, 2018, 0.769825918762089, 1.0924456353705039, 0] ['RG Sharma', 37.88, 57.19, 'Bat', 2013, 2018, 0.5514541387024608, 1.170562101603245, 0] ['STR Binny', 19.2, 53.47, 'PartMed', 2014, 2015, 0.5825825825825826, 1.099041533546326, 0] -['Pankaj Singh', 6.58, 41.61, 'PartFast', 2014, 2014, 0.5, 1.2438764643237488, 0] -['KV Sharma', 13.08, 44.68, 'Spin', 2014, 2014, 0.2857142857142857, 1.5518028297581015, 0] -['KL Rahul', 38.38, 379.03, 'OpenBat', 2014, 2018, 0.5642414860681114, 1.4, 0] -['NV Ojha', 24.87, 375.12, 'WK', 2015, 2015, 0.47863247863247865, 1.4, 0] +['Pankaj Singh', 6.58, 41.61, 'Fast', 2014, 2014, 0.5, 1.2, 0] +['KV Sharma', 13.08, 44.68, 'Spin', 2014, 2014, 0.2857142857142857, 1.2, 0] +['KL Rahul', 38.38, 379.03, 'OpenBat', 2014, 2018, 0.5642414860681114, 1.2, 0] +['NV Ojha', 24.87, 375.12, 'WK', 2015, 2015, 0.47863247863247865, 1.2, 0] ['J Yadav', 22.09, 37.52, 'Spin', 2016, 2017, 0.44271844660194176, 1.1328908782219478, 0] -['KK Nair', 43.06, 57.48, 'Bat', 2016, 2017, 0.7391304347826086, 1.7741935483870965, 0] +['KK Nair', 41.53, 57.19, 'Bat', 2016, 2017, 0.7391304347826086, 1.2, 0] ['Kuldeep Yadav', 16.91, 38.82, 'Spin', 2017, 2017, 0.36666666666666664, 1.0367002993680008, 0] ['HH Pandya', 21.39, 43.05, 'PartFast', 2017, 2018, 0.878698224852071, 0.9956223608259405, 0] ['JJ Bumrah', 2.63, 32.81, 'Fast', 2018, 2018, 0.1111111111111111, 1.011930072669766, 0] diff --git a/league.py b/league.py new file mode 100644 index 0000000..a518a87 --- /dev/null +++ b/league.py @@ -0,0 +1,342 @@ +import random, time, os, pexpect, shutil + +print ('') +print ('') + +y = 0 +Number = 0 +Games = 0 + +while y < 1877 or y > 2018: + y = input('What year should teams be selected from? ') + if y == 'all': + y = 2019 + break + try: + y = int(y) + except: + print ('Invalid input.') + +Teams = ['England', 'Australia', 'South Africa', 'West Indies', 'New Zealand', 'India', 'Pakistan', 'Sri Lanka', 'Zimbabwe', 'Bangladesh'] +if y < 2000: #remove teams from ineligible years. + Teams.remove('Bangladesh') +if y < 1992: + Teams.remove('Zimbabwe') +if y < 1982: + Teams.remove('Sri Lanka') +if y < 1952: + Teams.remove('Pakistan') +if y < 1932: + Teams.remove('India') +if y < 1930: + Teams.remove('New Zealand') +if y < 1928: + Teams.remove('West Indies') +if y < 1889 or (y > 1970 and y < 1992): + Teams.remove('South Africa') + +print (Teams) +delete = '' +while delete != 'go': + delete = input('Enter the name of a team you want to remove from the league, or type "go" to confirm teams. ') + if delete in Teams: + Teams.remove(delete) + +Teams.sort(key = lambda x: random.random()) + +while Games < 1 or Games > 20: + Games = input('How many times should the teams play each other? ') + try: + Games = int(Games) + except: + print ('Invalid input.') + Games = 0 + +folder = str(input('Input the name of the folder to save scorecards to. ')) + +try: + os.mkdir(folder) +except: + y = y + +if y == 2019: + y = 'all' + +print ('') + +def game (x,y,z,n): + cricket = pexpect.spawn('python3 cricket.py') + time.sleep (0.1) + cricket.expect("Type 'h' for historical teams, 'c' for custom teams, or 'r' to recreate a real test match. ") + cricket.sendline ('h') + time.sleep (0.2) + cricket.expect("Type 'all' for all-time teams") + cricket.sendline (n) + time.sleep (0.1) + cricket.expect("Select a team") + cricket.sendline (y) + time.sleep (0.1) + cricket.expect("Type 'h' for historical teams, 'c' for custom teams, or 'r' to recreate a real test match. ") + cricket.sendline ('h' ) + time.sleep (0.2) + cricket.expect("Type 'all' for all-time teams") + cricket.sendline (n) + time.sleep (0.1) + cricket.expect("Select a team") + cricket.sendline (z) + time.sleep (0.1) + cricket.expect_exact('Enter "slow" to watch the game in over-by-over mode, or anything else to proceed with quicksim.') + cricket.sendline (' ' ) + time.sleep (0.7) + cricket.expect('Man of the Match:') + shutil.copy('scorecard.txt','{}/scorecard{}.txt'.format(folder, x)) + print ('Game {} simulated.'.format(x)) + +y = str(y) +n = 1 +for a in range (Games): + for i in range (len(Teams)-1): + for j in range (0, len(Teams)-i-1): + game (n, Teams[i], Teams[i+j+1], y) + f=open('{}/scorecard{}.txt'.format(folder, n),'r') + result = f.readlines()[-3] + f.close() + e=open('{}/results.txt'.format(folder),'a') + e.write('{} v. {} - '.format(Teams[i], Teams[i+j+1])) + e.write(result) + e.close() + print('{} v. {}'.format(Teams[i], Teams[i+j+1])) + print (result) + n = n + 1 + +TotalGames = n +#Team, Games, Wins, Losses, Draws, Innings Wins +Table = [] +Results = [] + +g = open('{}/results.txt'.format(folder),'r') +for line in g: + Results.append(line) +g.close() + +for i in range(len(Teams)): + Table.append([Teams[i],0,0,0,0,0]) + for j in range(len(Results)): + if Teams[i] in Results[j]: + Table[i][1] = Table[i][1] + 1 + if Results[j].count(Teams[i][0]) == 2: + Table[i][2] = Table[i][2] + 1 + if 'innings' in Results[j]: + Table[i][5] = Table[i][5] + 1 + elif 'Drawn' in Results[j] or 'tied' in Results[j]: + Table[i][4] = Table[i][4] + 1 + else: + Table[i][3] = Table[i][3] + 1 + +Table.sort(key=lambda x: x[2]*3.01 + x[4] + x[5], reverse = True) + +print('Team Games Wins Losses Draws Innings Wins') +e = open('{}/table.txt'.format(folder),'a') +e.write('Team Games Wins Losses Draws Innings Wins') +e.write('\n') +for i in range(len(Table)): + print('{} {} {} {} {} {}'.format(Table[i][0].ljust(16),Table[i][1],Table[i][2],Table[i][3],Table[i][4],Table[i][5])) + e.write('{} {} {} {} {} {}'.format(Table[i][0].ljust(16),str(Table[i][1]).ljust(2),str(Table[i][2]).ljust(2),str(Table[i][3]).ljust(2),str(Table[i][4]).ljust(2),str(Table[i][5]).ljust(2))) + e.write('\n') +e.close() + +print('') +print ('Final:') +game (n, Table[0][0], Table[1][0], y) +f=open('{}/scorecard{}.txt'.format(folder, n),'r') +result = f.readlines()[-3] +f.close() +e=open('{}/results.txt'.format(folder),'a') +e.write('{} v. {} - '.format(Table[0][0], Table[1][0])) +e.write(result) +e.close() +print('{} v. {}'.format(Table[0][0], Table[1][0])) +print (result) + +for j in range (1, n): + scorecard = [] + f = open('{}/scorecard{}.txt'.format(folder,j),'r') + for line in f: + scorecard.append(line) + f.close() + + def batcard (x, y): + for i in range (x, y): + n = scorecard[i].rfind('(') + balls = int(scorecard[i][n+1:-2]) + runs = int(scorecard[i][n-4:n-1]) + if '*+' in scorecard[i]: + nameandout = scorecard[i][2:n-5].split(' ') + else: + nameandout = scorecard[i][1:n-5].split(' ') + if nameandout[-1] == '': + nameandout.pop() + name = nameandout[0] + dismissal = nameandout[-1] + dismissal = dismissal.strip() + if dismissal == 'not out' or dismissal == '': + outs = 0 + else: + outs = 1 + g.write('{}, {}, {}, {}'.format(name, outs, runs, balls)) + g.write('\n') + + def breakfind(x, y): + for i in range (x, y): + if scorecard[i] == '\n': + return i + break + + def bowlcard (x, y): + for i in range (x, y): + scorecard[i] = scorecard[i].split('- ') + scorecard[i][0] = scorecard[i][0].split(' ') + name = scorecard[i][0][0] + name = name.strip() + overs = int(scorecard[i][0][-1]) + maidens = int(scorecard[i][1]) + runs = int(scorecard[i][2]) + wickets = int(scorecard[i][3][:-1]) + g.write('{}, {}, {}, {}, {}'.format(name, overs, maidens, runs, wickets)) + g.write('\n') + + + g = open('{}/rawstats.txt'.format(folder),'a') + + batcard (5, 16) + a = breakfind (19, 30) + bowlcard (19, a) + + batcard (a+2, a+13) + b = breakfind (a+16, a+27) + bowlcard (a+16, b) + + try: + batcard (b+2, b+13) + c = breakfind (b+16, b+27) + bowlcard (b+16, c) + except: + continue + + try: + batcard (c+2, c+13) + d = breakfind (c+16, c+27) + bowlcard (c+16, d) + except: + continue + + g.close() + +f = open('{}/rawstats.txt'.format(folder),'r') +stats = [] +for line in f: + line = line.split(',') + line[1] = int(line[1]) + line[2] = int(line[2]) + line[3] = int(line[3]) + try: + line[4] = int(line[4]) + except: + line = line + stats.append(line) + +batnames = [] +bowlnames = [] +batstats = [] +bowlstats = [] + +for i in range (len(stats)): + if len(stats[i]) == 4: + if stats[i][0] not in batnames: + batnames.append(stats[i][0]) + else: + if stats[i][0] not in bowlnames: + bowlnames.append(stats[i][0]) + +for j in range (len(batnames)): + batstats.append([batnames[j],0,0,0]) + for i in range (len(stats)): + if len(stats[i]) == 4 and stats[i][0] == batstats[j][0]: + batstats[j][1] = batstats[j][1] + stats[i][1] + batstats[j][2] = batstats[j][2] + stats[i][2] + batstats[j][3] = batstats[j][3] + stats[i][3] + if batstats[j][1] == 0: + batstats[j][1] = 1 + + +for j in range (len(bowlnames)): + bowlstats.append([bowlnames[j],0,0,0,0]) + for i in range (len(stats)): + if len(stats[i]) == 5 and stats[i][0] == bowlstats[j][0]: + bowlstats[j][1] = bowlstats[j][1] + stats[i][1] + bowlstats[j][2] = bowlstats[j][2] + stats[i][2] + bowlstats[j][3] = bowlstats[j][3] + stats[i][3] + bowlstats[j][4] = bowlstats[j][4] + stats[i][4] + +batstats.sort(key=lambda x: x[2], reverse = True) +bowlstats.sort(key=lambda x: x[4], reverse = True) + +runssum = 0 +wicketssum = 0 + +g = open('{}/stats.txt'.format(folder),'a') +for i in range (len(batnames)): + g.write('{} - {} runs @ {}'.format(batstats[i][0], batstats[i][2], (round(batstats[i][2]/batstats[i][1],2)))) + g.write('\n') + runssum = runssum + batstats[i][2] + wicketssum = wicketssum + batstats[i][1] +g.close() +print ('') +h = open('{}/stats.txt'.format(folder),'a') + +for i in range (len(bowlnames)): + if bowlstats[i][4] > 0: + h.write('{} - {} wickets @ {} (ER: {}, SR: {})'.format(bowlstats[i][0], bowlstats[i][4], round((bowlstats[i][3]/bowlstats[i][4]),2), round((bowlstats[i][3]/bowlstats[i][1]),2),round((6*bowlstats[i][1]/bowlstats[i][4]),2))) + h.write('\n') +h.close() + +for i in range (10): + print ('{} - {} runs @ {}'.format(batstats[i][0], batstats[i][2], (round(batstats[i][2]/batstats[i][1],2)))) +print ('') +for i in range (10): + print ('{} - {} wickets @ {}'.format(bowlstats[i][0], bowlstats[i][4], round(bowlstats[i][3]/bowlstats[i][4],2))) + +print ('') + +for i in range (len(batnames)): + for j in range (len(bowlnames)): + if bowlstats[j][4] > 0 and batstats[i][1] > 0: + if batstats[i][0] == bowlstats[j][0]: + if batstats[i][2]/batstats[i][1] > 35 and batstats[i][1] > 3 and bowlstats[j][3]/bowlstats[j][4] < 35 and bowlstats[j][4] > 8: + print ('{} - {} runs @ {}, {} wickets @ {}'.format(batstats[i][0], batstats[i][2], (round(batstats[i][2]/batstats[i][1],2)), bowlstats[j][4], round(bowlstats[j][3]/bowlstats[j][4],2))) + +innings = [x for x in stats if len(x) == 4] +bowling = [x for x in stats if len(x) == 5] + +innings.sort(key = lambda x: x[2], reverse = True) + +print ('') + +if innings[0][1] == 1: + print ('Top score: {} - {}'.format(innings[0][0], innings[0][2])) +else: + print ('Top score: {} - {}*'.format(innings[0][0], innings[0][2])) + +print ('') + +bowling.sort(key = lambda x: x[3]) +bowling.sort(key = lambda x: x[4], reverse = True) + +print ('Best bowling: {} {} - {} - {} - {}'.format(bowling[0][0], bowling[0][1], bowling[0][2], bowling[0][3], bowling[0][4])) + +print ('') + +print ('Overall: {} runs, {} wickets @ {}.'.format(runssum, wicketssum, (runssum/wicketssum))) + +print ('') +print ('') diff --git a/newzealanddata.txt b/newzealanddata.txt index 09384a7..7dfb9a1 100644 --- a/newzealanddata.txt +++ b/newzealanddata.txt @@ -1,272 +1,273 @@ -['RC Blunt', 25.53, 50.58, 'PartSpin', 1930, 1932, 0.5, 1.2006512006512007, 0] -['CS Dempster', 40.4, 198.87, 'OpenBat', 1930, 1933, 0.5, 4.743083003952569, 0] -['GR Dickinson', 9.95, 44.97, 'Fast', 1930, 1932, 0.5, 1.2934220251293422, 0] -['H Foley', 12.65, 387.72, 'OpenBat', 1930, 1930, 0.5, 1.4, 0] -['M Henderson', 7.89, 50.44, 'Fast', 1930, 1930, 0.5, 1.6998671978751663, 0] -['KC James', 11.45, 397.75, 'WK', 1930, 1933, 0.5, 1.4, 0] -['TC Lowry', 21.46, 131.58, 'Bat', 1930, 1931, 0.5, 0.9960159362549803, 7] -['WE Merritt', 11.53, 38.91, 'Spin', 1930, 1931, 0.5, 1.5757482888956995, 0] -['ML Page', 21.0, 51.83, 'PartSpin', 1930, 1937, 0.5, 1.4285125329815302, 7] -['AW Roberts', 19.82, 45.89, 'PartMed', 1930, 1937, 0.5, 1.0671977124183005, 0] -['EG McLeod', 17.67, 135.09, 'Bat', 1930, 1930, 0.5, 0.9960159362549803, 0] -['JE Mills', 21.45, 397.75, 'OpenBat', 1930, 1933, 0.5, 1.4, 0] -['GL Weir', 22.54, 61.05, 'PartMed', 1930, 1937, 0.5, 1.4322916666666667, 0] -['CFW Allcott', 17.16, 49.76, 'PartSpin', 1930, 1932, 0.5, 1.0680723367290532, 0] -['HM McGirr', 17.57, 45.98, 'PartMed', 1930, 1930, 0.5, 1.5272244355909694, 0] -['AM Matheson', 13.3, 47.63, 'PartMed', 1930, 1931, 0.5, 1.1528354666440621, 0] +['FT Badcock', 15.75, 39.33, 'Fast', 1930, 1933, 0.5, 0.8996519379387647, 0] +['RC Blunt', 25.53, 50.58, 'PartSpin', 1930, 1932, 0.5, 1.2, 0] +['CS Dempster', 40.4, 198.87, 'OpenBat', 1930, 1933, 0.5, 1.2, 0] +['GR Dickinson', 9.95, 44.97, 'Fast', 1930, 1932, 0.5, 1.2, 0] +['H Foley', 12.65, 387.72, 'OpenBat', 1930, 1930, 0.5, 1.2, 0] +['M Henderson', 7.89, 50.44, 'Fast', 1930, 1930, 0.5, 1.2, 0] +['KC James', 11.45, 397.75, 'WK', 1930, 1933, 0.5, 1.2, 0] +['TC Lowry', 21.46, 47.58, 'Bat', 1930, 1931, 0.5, 0.9960159362549803, 7] +['WE Merritt', 11.53, 38.91, 'Spin', 1930, 1931, 0.5, 1.2, 0] +['ML Page', 21.0, 51.83, 'PartSpin', 1930, 1937, 0.5, 1.2, 7] +['AW Roberts', 19.82, 45.89, 'Med', 1930, 1937, 0.5, 1.0671977124183005, 0] +['EG McLeod', 17.67, 51.08, 'Bat', 1930, 1930, 0.5, 0.9960159362549803, 0] +['JE Mills', 21.45, 397.75, 'OpenBat', 1930, 1933, 0.5, 1.2, 0] +['GL Weir', 22.54, 61.05, 'PartMed', 1930, 1937, 0.5, 1.2, 0] +['CFW Allcott', 17.16, 49.76, 'Spin', 1930, 1932, 0.5, 1.0680723367290532, 0] +['HM McGirr', 17.57, 45.98, 'Med', 1930, 1930, 0.5, 1.2, 0] +['AM Matheson', 13.3, 47.63, 'Med', 1930, 1931, 0.5, 1.1528354666440621, 0] ['IB Cromb', 17.8, 47.34, 'Fast', 1931, 1932, 0.5, 1.091897233201581, 0] -['JL Kerr', 18.39, 381.92, 'Bat', 1931, 1937, 0.5, 1.4, 0] +['JL Kerr', 18.39, 381.92, 'Bat', 1931, 1937, 0.5, 1.2, 0] ['HG Vivian', 25.6, 43.38, 'OpenSpin', 1931, 1937, 0.5, 1.1316504576659039, 0] -['DC Cleverley', 3.25, 127.76, 'PartFast', 1932, 1946, 0.5, 1.3565689241364918, 0] -['J Newman', 10.4, 76.34, 'PartMed', 1932, 1933, 0.5, 1.417344803534062, 0] -['DL Freeman', 7.0, 94.04, 'PartSpin', 1933, 1933, 0.5, 1.6568627450980393, 0] -['HD Smith', 11.26, 74.9, 'PartFast', 1933, 1933, 0.5, 2.215686274509804, 0] -['PE Whitelaw', 21.67, 387.97, 'OpenBat', 1933, 1933, 0.5, 1.4, 0] -['JA Dunning', 7.35, 49.0, 'PartMed', 1933, 1937, 0.5, 1.3813393107312972, 0] -['J Cowie', 6.0, 28.14, 'Fast', 1937, 1949, 0.5, 1.1421768547113322, 0] -['MP Donnelly', 31.21, 121.24, 'Bat', 1937, 1949, 0.5, 1.5936254980079683, 0] -['WA Hadlee', 23.78, 345.42, 'Bat', 1937, 1951, 0.5, 1.4, 8] -['DAR Moloney', 17.86, 135.07, 'Bat', 1937, 1937, 0.5, 1.7374517374517375, 0] -['EWT Tindill', 14.02, 353.36, 'WK', 1937, 1947, 0.5, 1.4, 0] -['WM Wallace', 21.3, 181.82, 'Bat', 1937, 1953, 0.5, 2.032520325203252, 2] +['DC Cleverley', 3.25, 74.9, 'Fast', 1932, 1946, 0.5, 1.2, 0] +['J Newman', 10.4, 76.34, 'Med', 1932, 1933, 0.5, 1.2, 0] +['DL Freeman', 7.0, 94.04, 'Spin', 1933, 1933, 0.5, 1.2, 0] +['HD Smith', 11.26, 74.9, 'Fast', 1933, 1933, 0.5, 1.2, 0] +['PE Whitelaw', 21.67, 387.97, 'OpenBat', 1933, 1933, 0.5, 1.2, 0] +['JA Dunning', 7.35, 49.0, 'Med', 1933, 1937, 0.5, 1.2, 0] +['J Cowie', 6.0, 28.93, 'Fast', 1937, 1949, 0.5, 1.1421768547113322, 0] +['MP Donnelly', 31.21, 47.67, 'Bat', 1937, 1949, 0.5, 1.2, 0] +['WA Hadlee', 23.78, 345.42, 'Bat', 1937, 1951, 0.5, 1.2, 8] +['DAR Moloney', 17.86, 51.06, 'Bat', 1937, 1937, 0.5, 1.2, 0] +['EWT Tindill', 14.02, 353.36, 'WK', 1937, 1947, 0.5, 1.2, 0] +['WM Wallace', 21.3, 181.82, 'Bat', 1937, 1953, 0.5, 1.2, 2] ['N Gallichan', 10.38, 46.31, 'Spin', 1937, 1937, 0.5, 0.9915759915759916, 0] -['WM Anderson', 17.73, 375.47, 'OpenBat', 1946, 1946, 0.5, 1.4, 0] +['WM Anderson', 17.73, 375.47, 'OpenBat', 1946, 1946, 0.5, 1.2, 0] ['C Burke', 9.13, 41.29, 'Spin', 1946, 1946, 0.5, 1.1363636363636365, 0] -['LA Butterfield', 9.68, 123.4, 'PartFast', 1946, 1946, 0.5, 0.7692307692307694, 0] -['DAN McRae', 9.64, 124.97, 'PartMed', 1946, 1946, 0.5, 1.3095238095238098, 0] -['CG Rowe', 9.21, 375.47, 'Bat', 1946, 1946, 0.5, 1.4, 0] -['VJ Scott', 28.75, 134.07, 'OpenBat', 1946, 1952, 0.5, 1.9943019943019946, 0] -['TB Burtt', 13.91, 35.26, 'Spin', 1947, 1953, 0.5, 1.1719865171465633, 0] -['RH Scott', 16.3, 58.19, 'PartMed', 1947, 1947, 0.5, 1.3518450858604312, 0] -['FB Smith', 23.08, 398.14, 'Bat', 1947, 1952, 0.5, 1.4, 0] -['CA Snedden', 7.47, 131.15, 'PartSpin', 1947, 1947, 0.5, 1.207983193277311, 0] -['B Sutcliffe', 42.78, 75.6, 'OpenBat', 1947, 1965, 0.5, 1.7203727474286095, 4] -['DD Taylor', 16.96, 410.12, 'Bat', 1947, 1956, 0.5, 1.4, 0] +['LA Butterfield', 9.68, 43.88, 'PartFast', 1946, 1946, 0.5, 0.8, 0] +['DAN McRae', 9.64, 45.13, 'PartMed', 1946, 1946, 0.5, 1.2, 0] +['CG Rowe', 9.21, 375.47, 'Bat', 1946, 1946, 0.5, 1.2, 0] +['VJ Scott', 28.75, 48.51, 'OpenBat', 1946, 1952, 0.5, 1.2, 0] +['TB Burtt', 13.91, 36.21, 'Spin', 1947, 1953, 0.5, 1.1719865171465633, 0] +['RH Scott', 16.3, 58.19, 'Med', 1947, 1947, 0.5, 1.2, 0] +['FB Smith', 23.08, 398.14, 'Bat', 1947, 1952, 0.5, 1.2, 0] +['CA Snedden', 7.47, 48.79, 'Spin', 1947, 1947, 0.5, 1.2, 0] +['B Sutcliffe', 42.78, 75.6, 'OpenBat', 1947, 1965, 0.5, 1.2, 4] +['DD Taylor', 16.96, 410.12, 'Bat', 1947, 1956, 0.5, 1.2, 0] ['HB Cave', 9.76, 43.62, 'Med', 1949, 1958, 0.5, 0.9688476194879043, 9] -['FLH Mooney', 16.13, 205.06, 'WK', 1949, 1954, 0.5, 0.0, 0] -['GO Rabone', 24.85, 47.92, 'PartSpin', 1949, 1955, 0.5, 1.2172135075556691, 5] -['JR Reid', 35.16, 35.73, 'PartFast', 1949, 1965, 0.5, 0.9786407766990292, 34] -['GF Cresswell', 3.21, 37.9, 'Med', 1949, 1951, 0.5, 1.1668331668331668, 0] -['JA Hayes', 5.72, 41.84, 'Fast', 1951, 1958, 0.5, 1.2240895184610872, 0] +['FLH Mooney', 16.13, 205.06, 'WK', 1949, 1954, 0.5, 1.2, 0] +['GO Rabone', 24.85, 47.92, 'PartSpin', 1949, 1955, 0.5, 1.2, 5] +['JR Reid', 35.16, 35.88, 'PartFast', 1949, 1965, 0.5, 0.9786407766990292, 34] +['GF Cresswell', 3.21, 38.66, 'Med', 1949, 1951, 0.5, 1.1668331668331668, 0] +['JA Hayes', 5.72, 41.84, 'Fast', 1951, 1958, 0.5, 1.2, 0] ['AR MacGibbon', 21.36, 38.58, 'Fast', 1951, 1958, 0.5, 1.0269763549788147, 0] -['AM Moir', 14.13, 46.23, 'Spin', 1951, 1959, 0.5, 1.4527448134551353, 0] -['DD Beard', 15.08, 38.37, 'Med', 1952, 1956, 0.5, 1.008134061801066, 0] -['RWG Emery', 15.83, 49.89, 'OpenBat', 1952, 1952, 0.5, 3.001154290111581, 0] -['JG Leggat', 23.56, 430.42, 'OpenBat', 1952, 1956, 0.5, 1.4, 0] -['RW Blair', 7.24, 32.28, 'Fast', 1953, 1964, 0.5, 1.1410280549802299, 0] -['FE Fisher', 14.39, 61.89, 'PartMed', 1953, 1953, 0.5, 1.0196078431372548, 0] -['EM Meuli', 15.94, 415.66, 'Bat', 1953, 1953, 0.5, 1.4, 0] -['LSM Miller', 17.37, 213.37, 'OpenBat', 1953, 1958, 0.5, 1.345291479820628, 0] +['AM Moir', 14.13, 46.23, 'Spin', 1951, 1959, 0.5, 1.2, 0] +['DD Beard', 15.08, 40.7, 'Med', 1952, 1956, 0.5, 1.008134061801066, 0] +['RWG Emery', 15.83, 49.89, 'OpenBat', 1952, 1952, 0.5, 1.2, 0] +['JG Leggat', 23.56, 430.42, 'OpenBat', 1952, 1956, 0.5, 1.2, 0] +['RW Blair', 7.24, 36.91, 'Fast', 1953, 1964, 0.5, 1.1410280549802299, 0] +['FE Fisher', 14.39, 61.89, 'Med', 1953, 1953, 0.5, 1.0196078431372548, 0] +['EM Meuli', 15.94, 415.66, 'Bat', 1953, 1953, 0.5, 1.2, 0] +['LSM Miller', 17.37, 213.37, 'OpenBat', 1953, 1958, 0.5, 1.2, 0] ['ME Chapple', 19.01, 44.94, 'Bat', 1953, 1966, 0.5, 0.8874489364699253, 1] -['EW Dempster', 14.57, 61.22, 'PartSpin', 1953, 1954, 0.5, 1.083157478237932, 0] -['MB Poore', 15.91, 52.88, 'PartSpin', 1953, 1956, 0.5, 1.253101454553732, 0] +['EW Dempster', 14.57, 61.22, 'Spin', 1953, 1954, 0.5, 1.083157478237932, 0] +['MB Poore', 15.91, 52.88, 'PartSpin', 1953, 1956, 0.5, 1.2, 0] ['GWF Overton', 2.47, 45.27, 'Fast', 1953, 1954, 0.5, 0.9522227758401152, 0] -['JEF Beck', 20.59, 430.42, 'Bat', 1953, 1956, 0.5, 1.4, 0] -['W Bell', 16.04, 89.1, 'PartSpin', 1954, 1954, 0.5, 1.2877535550217822, 0] -['IB Leggat', 12.21, 151.38, 'PartMed', 1954, 1954, 0.5, 0.672645739910314, 0] -['IA Colquhoun', 8.84, 434.15, 'WK', 1955, 1955, 0.5, 1.4, 0] -['SN McGregor', 20.09, 405.41, 'Bat', 1955, 1965, 0.5, 1.4, 0] -['L Watt', 13.88, 434.15, 'Bat', 1955, 1955, 0.5, 1.4, 0] +['JEF Beck', 20.59, 430.42, 'Bat', 1953, 1956, 0.5, 1.2, 0] +['W Bell', 16.04, 89.1, 'Spin', 1954, 1954, 0.5, 1.2, 0] +['IB Leggat', 12.21, 58.13, 'PartMed', 1954, 1954, 0.5, 0.8, 0] +['IA Colquhoun', 8.84, 434.15, 'WK', 1955, 1955, 0.5, 1.2, 0] +['SN McGregor', 20.09, 405.41, 'Bat', 1955, 1965, 0.5, 1.2, 0] +['L Watt', 13.88, 434.15, 'Bat', 1955, 1955, 0.5, 1.2, 0] ['JC Alabaster', 9.34, 38.38, 'Spin', 1955, 1972, 0.5, 1.1814768778062454, 0] -['PGZ Harris', 19.59, 139.83, 'Bat', 1955, 1965, 0.5, 0.8733624454148471, 0] -['TG McMahon', 5.8, 426.74, 'WK', 1955, 1956, 0.5, 1.4, 0] -['NS Harford', 16.94, 426.74, 'Bat', 1955, 1958, 0.5, 1.4, 0] -['EC Petrie', 12.24, 405.41, 'WK', 1955, 1966, 0.5, 1.4, 0] -['JW Guy', 19.65, 419.14, 'Bat', 1955, 1961, 0.5, 1.4, 0] +['PGZ Harris', 19.59, 51.99, 'Bat', 1955, 1965, 0.5, 0.8733624454148471, 0] +['TG McMahon', 5.8, 426.74, 'WK', 1955, 1956, 0.5, 1.2, 0] +['NS Harford', 16.94, 426.74, 'Bat', 1955, 1958, 0.5, 1.2, 0] +['EC Petrie', 12.24, 405.41, 'WK', 1955, 1966, 0.5, 1.2, 0] +['JW Guy', 19.65, 419.14, 'Bat', 1955, 1961, 0.5, 1.2, 0] ['AF Lissette', 6.31, 48.0, 'Spin', 1956, 1956, 0.5, 1.1584454409566518, 0] -['SC Guillen', 18.39, 430.42, 'WK', 1951, 1956, 0.5, 1.4, 0] -['IM Sinclair', 12.34, 81.03, 'PartSpin', 1956, 1956, 0.5, 1.3857079620469985, 0] -['RT Barber', 13.94, 426.74, 'Bat', 1956, 1956, 0.5, 1.4, 0] -["JW D'Arcy", 14.12, 419.14, 'OpenBat', 1958, 1958, 0.5, 1.4, 0] -['T Meale', 15.28, 419.14, 'Bat', 1958, 1958, 0.5, 1.4, 0] -['WR Playle', 11.93, 405.41, 'Bat', 1958, 1963, 0.5, 1.4, 0] -['JT Sparling', 13.9, 39.42, 'PartSpin', 1958, 1964, 0.5, 1.1944769140853302, 0] -['BA Bolton', 12.94, 412.37, 'OpenBat', 1959, 1959, 0.24686192468619247, 1.4, 0] -['RM Harris', 18.12, 412.37, 'OpenBat', 1959, 1959, 0.21830985915492956, 1.4, 0] -['KW Hough', 30.72, 37.11, 'Fast', 1959, 1959, 1.1071428571428572, 1.001201441730076, 0] +['SC Guillen', 18.39, 430.42, 'WK', 1951, 1956, 0.5, 1.2, 0] +['IM Sinclair', 12.34, 81.03, 'Spin', 1956, 1956, 0.5, 1.2, 0] +['RT Barber', 13.94, 426.74, 'Bat', 1956, 1956, 0.5, 1.2, 0] +["JW D'Arcy", 14.12, 419.14, 'OpenBat', 1958, 1958, 0.5, 1.2, 0] +['T Meale', 15.28, 419.14, 'Bat', 1958, 1958, 0.5, 1.2, 0] +['WR Playle', 11.93, 405.41, 'Bat', 1958, 1963, 0.5, 1.2, 0] +['JT Sparling', 13.9, 39.86, 'PartSpin', 1958, 1964, 0.5, 1.1944769140853302, 0] +['BA Bolton', 12.94, 412.37, 'OpenBat', 1959, 1959, 0.24686192468619247, 1.2, 0] +['RM Harris', 18.12, 412.37, 'OpenBat', 1959, 1959, 0.21830985915492956, 1.2, 0] +['KW Hough', 30.72, 40.75, 'Fast', 1959, 1959, 1.1071428571428572, 1.001201441730076, 0] ['GA Bartlett', 12.41, 45.55, 'Fast', 1961, 1968, 0.5, 1.1340855719113352, 0] -['PT Barton', 16.38, 394.74, 'Bat', 1961, 1963, 0.5, 1.4, 0] -['FJ Cameron', 8.33, 31.5, 'Med', 1961, 1965, 0.5, 1.0242916101155028, 0] -['AE Dick', 13.4, 392.29, 'WK', 1961, 1965, 0.5, 1.4, 0] -['RC Motz', 11.24, 31.65, 'Fast', 1961, 1969, 0.5, 1.1282534054281366, 0] -['GT Dowling', 30.1, 193.17, 'OpenBat', 1961, 1972, 0.5, 1.330532212885154, 19] -['BW Sinclair', 28.43, 193.17, 'Bat', 1963, 1968, 0.5, 1.3445378151260503, 3] -['BW Yuile', 16.62, 34.2, 'Spin', 1963, 1969, 0.5, 1.0555689310587886, 0] -['BD Morrison', 5.29, 41.09, 'Med', 1963, 1963, 0.5, 1.7558187015108209, 0] -['MJF Shrimpton', 15.33, 45.88, 'PartSpin', 1963, 1974, 0.5, 1.543395796362926, 0] -['SG Gedye', 18.78, 395.65, 'OpenBat', 1964, 1965, 0.5, 1.4, 0] -['JT Ward', 8.04, 386.35, 'WK', 1964, 1968, 0.5, 1.4, 0] -['WP Bradburn', 12.16, 395.65, 'OpenBat', 1964, 1964, 0.5, 1.4, 0] +['PT Barton', 16.38, 394.74, 'Bat', 1961, 1963, 0.5, 1.2, 0] +['FJ Cameron', 8.33, 32.68, 'Med', 1961, 1965, 0.5, 1.0242916101155028, 0] +['AE Dick', 13.4, 392.29, 'WK', 1961, 1965, 0.5, 1.2, 0] +['RC Motz', 11.24, 31.78, 'Fast', 1961, 1969, 0.5, 1.1282534054281366, 0] +['GT Dowling', 30.1, 193.17, 'OpenBat', 1961, 1972, 0.5, 1.2, 19] +['BW Sinclair', 28.43, 193.17, 'Bat', 1963, 1968, 0.5, 1.2, 3] +['BW Yuile', 16.62, 35.43, 'Spin', 1963, 1969, 0.5, 1.0555689310587886, 0] +['BD Morrison', 5.29, 41.09, 'Med', 1963, 1963, 0.5, 1.2, 0] +['MJF Shrimpton', 15.33, 45.88, 'PartSpin', 1963, 1974, 0.5, 1.2, 0] +['SG Gedye', 18.78, 395.65, 'OpenBat', 1964, 1965, 0.5, 1.2, 0] +['JT Ward', 8.04, 386.35, 'WK', 1964, 1968, 0.5, 1.2, 0] +['WP Bradburn', 12.16, 395.65, 'OpenBat', 1964, 1964, 0.5, 1.2, 0] ['RS Cunis', 11.47, 38.8, 'Fast', 1964, 1972, 0.5, 1.114644351464435, 0] ['RO Collinge', 14.15, 30.62, 'Fast', 1965, 1978, 0.5, 1.0633246995003032, 0] ['BE Congdon', 31.65, 42.09, 'PartMed', 1965, 1978, 0.5, 0.9235518586802726, 17] -['RW Morgan', 21.1, 62.19, 'PartSpin', 1965, 1972, 0.5, 1.3724149846382667, 0] -['PB Truscott', 15.33, 389.23, 'OpenBat', 1965, 1965, 0.5, 1.4, 0] -['TW Jarvis', 23.91, 191.88, 'OpenBat', 1965, 1973, 0.5, 0.625, 0] +['RW Morgan', 21.1, 62.19, 'PartSpin', 1965, 1972, 0.5, 1.2, 0] +['PB Truscott', 15.33, 389.23, 'OpenBat', 1965, 1965, 0.5, 1.2, 0] +['TW Jarvis', 23.91, 191.88, 'OpenBat', 1965, 1973, 0.5, 0.8, 0] ['V Pollard', 23.36, 47.6, 'PartSpin', 1965, 1973, 0.5, 1.047839855236372, 0] ['BR Taylor', 19.58, 30.21, 'Fast', 1965, 1973, 0.5, 1.1655352068203348, 0] -['GE Vivian', 16.52, 74.84, 'PartSpin', 1965, 1972, 0.5, 1.3566628629390136, 0] -['GP Bilby', 17.8, 386.35, 'OpenBat', 1966, 1966, 0.5, 1.4, 0] -['N Puna', 8.72, 40.66, 'PartSpin', 1966, 1966, 0.5, 1.2605042016806722, 0] +['GE Vivian', 16.52, 74.84, 'PartSpin', 1965, 1972, 0.5, 1.2, 0] +['GP Bilby', 17.8, 386.35, 'OpenBat', 1966, 1966, 0.5, 1.2, 0] +['N Puna', 8.72, 40.66, 'Spin', 1966, 1966, 0.5, 1.2, 0] ['MG Burgess', 30.85, 53.47, 'Bat', 1968, 1980, 0.5, 1.0216867469879518, 10] -['RI Harford', 8.06, 384.62, 'WK', 1968, 1968, 0.5, 1.4, 0] -['BAG Murray', 22.41, 35.58, 'OpenBat', 1968, 1971, 0.5, 0.0, 0] +['RI Harford', 8.06, 384.62, 'WK', 1968, 1968, 0.5, 1.2, 0] +['BAG Murray', 22.41, 35.58, 'OpenBat', 1968, 1971, 0.5, 1.2, 0] ['K Thomson', 17.22, 192.31, 'Bat', 1968, 1968, 0.5, 1.075911536162582, 0] ['BF Hastings', 29.67, 196.46, 'Bat', 1969, 1976, 0.5, 0.9857612267250822, 0] -['BD Milburn', 6.57, 383.75, 'WK', 1969, 1969, 0.5, 1.4, 0] +['BD Milburn', 6.57, 383.75, 'WK', 1969, 1969, 0.5, 1.2, 0] ['GM Turner', 44.67, 200.13, 'OpenBat', 1969, 1983, 0.5, 0.9881422924901186, 10] ['DR Hadlee', 14.16, 36.96, 'Fast', 1969, 1978, 0.5, 1.1741961908662706, 0] ['HJ Howarth', 10.89, 36.69, 'Spin', 1969, 1977, 0.5, 0.870452810757314, 0] -['KJ Wadsworth', 21.11, 392.93, 'WK', 1969, 1976, 0.5, 1.4, 0] -['MG Webb', 5.69, 45.38, 'PartFast', 1971, 1974, 0.5, 1.5504641516887219, 0] +['KJ Wadsworth', 21.11, 392.93, 'WK', 1969, 1976, 0.5, 1.2, 0] +['MG Webb', 5.69, 45.38, 'Fast', 1971, 1974, 0.5, 1.2, 0] ['Sir RJ Hadlee', 27.33, 22.43, 'Fast', 1973, 1990, 0.5, 0.9890933191176682, 0] -['JM Parker', 24.57, 56.41, 'Bat', 1973, 1980, 0.5, 1.4229249011857708, 1] +['JM Parker', 24.57, 56.41, 'Bat', 1973, 1980, 0.5, 1.2, 1] ["DR O'Sullivan", 9.33, 47.03, 'Spin', 1973, 1976, 0.5, 1.0705539358600582, 0] -['RE Redmond', 22.84, 395.0, 'OpenBat', 1973, 1973, 0.5, 1.4, 0] -['B Andrews', 5.72, 40.01, 'PartMed', 1974, 1974, 0.4489795918367347, 1.4437499999999999, 0] -['JFM Morrison', 21.94, 49.96, 'OpenBat', 1974, 1982, 0.5, 0.6158917418459402, 0] -['JV Coney', 37.43, 48.91, 'PartMed', 1974, 1987, 0.5, 0.7657095297544736, 15] +['RE Redmond', 22.84, 395.0, 'OpenBat', 1973, 1973, 0.5, 1.2, 0] +['B Andrews', 5.72, 40.01, 'Med', 1974, 1974, 0.4489795918367347, 1.2, 0] +['JFM Morrison', 21.94, 49.96, 'OpenBat', 1974, 1982, 0.5, 0.8, 0] +['JV Coney', 37.43, 48.91, 'PartMed', 1974, 1987, 0.5, 0.8, 15] ['BL Cairns', 16.22, 32.79, 'Fast', 1974, 1985, 0.5, 0.9049658946264478, 0] ['EJ Chatfield', 7.49, 32.37, 'Fast', 1975, 1989, 0.23017902813299232, 0.8617586437135308, 0] ['GP Howarth', 32.32, 57.86, 'Bat', 1975, 1985, 0.5, 0.9918383779233612, 30] ['ADG Roberts', 21.77, 52.7, 'PartMed', 1976, 1976, 0.5, 0.9809558030901905, 0] -['RW Anderson', 21.15, 399.87, 'OpenBat', 1976, 1978, 0.5, 1.4, 0] -['WK Lees', 23.02, 199.2, 'WK', 1976, 1983, 0.5, 1.7977528089887642, 0] -['PJ Petherick', 3.71, 41.87, 'Spin', 1976, 1977, 0.5, 1.2375630366634867, 0] -['NM Parker', 14.6, 400.27, 'OpenBat', 1976, 1976, 0.5, 1.4, 0] +['RW Anderson', 21.15, 399.87, 'OpenBat', 1976, 1978, 0.5, 1.2, 0] +['WK Lees', 23.02, 199.2, 'WK', 1976, 1983, 0.5, 1.2, 0] +['PJ Petherick', 3.71, 41.87, 'Spin', 1976, 1977, 0.5, 1.2, 0] +['NM Parker', 14.6, 400.27, 'OpenBat', 1976, 1976, 0.5, 1.2, 0] ['GB Troup', 6.41, 43.41, 'Fast', 1976, 1986, 0.5, 1.0265208075202887, 0] -['GN Edwards', 20.91, 401.2, 'WK', 1977, 1981, 0.5835913312693498, 1.4, 0] -['SL Boock', 6.14, 33.68, 'Spin', 1978, 1989, 0.5, 0.8635613485568017, 0] -['JG Wright', 36.96, 195.38, 'OpenBat', 1978, 1993, 0.5, 0.364963503649635, 14] -['BP Bracewell', 5.7, 49.02, 'Med', 1978, 1985, 0.5, 1.273695822568003, 0] -['BA Edgar', 30.78, 201.21, 'OpenBat', 1978, 1986, 0.5, 0.37593984962406013, 0] +['GN Edwards', 20.91, 401.2, 'WK', 1977, 1981, 0.5835913312693498, 1.2, 0] +['SL Boock', 6.14, 34.0, 'Spin', 1978, 1989, 0.5, 0.8635613485568017, 0] +['JG Wright', 36.96, 195.38, 'OpenBat', 1978, 1993, 0.5, 0.8, 14] +['BP Bracewell', 5.7, 49.02, 'Med', 1978, 1985, 0.5, 1.2, 0] +['BA Edgar', 30.78, 201.21, 'OpenBat', 1978, 1986, 0.5, 0.8, 0] ['JF Reid', 41.89, 201.21, 'Bat', 1979, 1986, 0.5, 0.8771929824561403, 0] -['PN Webb', 18.13, 398.41, 'Bat', 1980, 1980, 0.12790697674418605, 1.4, 0] -['PE McEwan', 20.56, 143.49, 'Bat', 1980, 1984, 0.43243243243243246, 0.8145363408521302, 0] +['PN Webb', 18.13, 398.41, 'Bat', 1980, 1980, 0.12790697674418605, 1.2, 0] +['PE McEwan', 20.56, 56.3, 'Bat', 1980, 1984, 0.43243243243243246, 0.8145363408521302, 0] ['JG Bracewell', 20.19, 36.21, 'Spin', 1980, 1990, 0.3999200958849381, 0.9554410839666105, 0] -['IDS Smith', 24.97, 195.38, 'WK', 1980, 1992, 0.6317438217890706, 0.608272506082725, 1] +['IDS Smith', 24.97, 195.38, 'WK', 1980, 1992, 0.6317438217890706, 0.8, 1] ['MC Snedden', 13.32, 38.69, 'Fast', 1981, 1990, 0.2802056555269923, 1.0084457522834103, 0] ['MD Crowe', 44.19, 55.73, 'Bat', 1982, 1995, 0.44659557013945855, 1.0789500985579417, 16] ['JJ Crowe', 25.64, 195.38, 'Bat', 1983, 1990, 0.3436359733848465, 1.0948905109489049, 6] ['EJ Gray', 16.63, 45.02, 'Spin', 1983, 1988, 0.26187961985216474, 0.9345597232184295, 0] -['TJ Franklin', 22.32, 388.22, 'OpenBat', 1983, 1991, 0.2644522516767806, 1.4, 0] -['DA Stirling', 13.28, 55.56, 'Fast', 1984, 1986, 0.3673469387755102, 1.464389269267318, 0] -['KR Rutherford', 26.82, 99.5, 'Bat', 1985, 1995, 0.46040343668285394, 1.3822115384615383, 18] -['VR Brown', 17.68, 53.09, 'PartSpin', 1985, 1985, 0.31097560975609756, 1.1310327099800783, 0] -['SR Gillespie', 8.94, 60.74, 'PartFast', 1986, 1986, 0.345679012345679, 1.0678561773452284, 0] -['GK Robertson', 12.42, 49.04, 'PartFast', 1986, 1986, 0.34285714285714286, 1.3838199513381992, 0] +['TJ Franklin', 22.32, 388.22, 'OpenBat', 1983, 1991, 0.2644522516767806, 1.2, 0] +['DA Stirling', 13.28, 55.56, 'Fast', 1984, 1986, 0.3673469387755102, 1.2, 0] +['KR Rutherford', 26.82, 99.5, 'Bat', 1985, 1995, 0.46040343668285394, 1.2, 18] +['VR Brown', 17.68, 53.09, 'Spin', 1985, 1985, 0.31097560975609756, 1.1310327099800783, 0] +['SR Gillespie', 8.94, 60.74, 'Fast', 1986, 1986, 0.345679012345679, 1.0678561773452284, 0] +['GK Robertson', 12.42, 49.04, 'Fast', 1986, 1986, 0.34285714285714286, 1.2, 0] ['W Watson', 5.17, 41.49, 'Fast', 1986, 1993, 0.24691358024691357, 0.8744554355569846, 0] -['TE Blain', 23.51, 396.04, 'WK', 1986, 1994, 0.37968359700249793, 1.4, 0] +['TE Blain', 23.51, 396.04, 'WK', 1986, 1994, 0.37968359700249793, 1.2, 0] ['DN Patel', 20.68, 44.39, 'Spin', 1987, 1997, 0.4243281471004243, 1.0474020841773874, 0] -['PA Horne', 17.51, 389.61, 'OpenBat', 1987, 1990, 0.24567474048442905, 1.4, 0] -['AH Jones', 44.36, 109.57, 'Bat', 1987, 1995, 0.392583635630794, 1.2999195926025193, 0] -['DK Morrison', 8.42, 34.67, 'Fast', 1987, 1997, 0.22346698113207547, 1.2073822426978287, 0] -['MJ Greatbatch', 30.61, 199.93, 'Bat', 1988, 1996, 0.4086130206227254, 0.0, 0] -['RH Vance', 21.64, 389.61, 'OpenBat', 1988, 1989, 0.3204334365325077, 1.4, 0] -['CM Kuggeleijn', 14.42, 65.51, 'PartSpin', 1988, 1988, 0.25925925925925924, 1.5180695593066726, 0] +['PA Horne', 17.51, 389.61, 'OpenBat', 1987, 1990, 0.24567474048442905, 1.2, 0] +['AH Jones', 44.36, 109.57, 'Bat', 1987, 1995, 0.392583635630794, 1.2, 0] +['DK Morrison', 8.42, 34.67, 'Fast', 1987, 1997, 0.22346698113207547, 1.2, 0] +['MJ Greatbatch', 30.61, 199.93, 'Bat', 1988, 1996, 0.4086130206227254, 1.2, 0] +['RH Vance', 21.64, 389.61, 'OpenBat', 1988, 1989, 0.3204334365325077, 1.2, 0] +['CM Kuggeleijn', 14.42, 65.51, 'PartSpin', 1988, 1988, 0.25925925925925924, 1.2, 0] ['CL Cairns', 34.08, 29.88, 'Fast', 1989, 2004, 0.5709372312983663, 1.191210686330625, 0] ['SA Thomson', 29.98, 65.59, 'PartSpin', 1990, 1995, 0.45338381448177945, 1.0486740270696546, 0] -['MW Priest', 18.18, 52.41, 'PartSpin', 1990, 1998, 0.30939226519337015, 0.9143959488787075, 0] -['AC Parore', 26.71, 406.5, 'WK', 1990, 2002, 0.3872144884443844, 1.4, 0] -['GE Bradburn', 16.5, 57.58, 'PartSpin', 1990, 2001, 0.2807486631016043, 1.1534025374855825, 0] +['MW Priest', 18.18, 52.41, 'Spin', 1990, 1998, 0.30939226519337015, 0.9143959488787075, 0] +['AC Parore', 26.71, 406.5, 'WK', 1990, 2002, 0.3872144884443844, 1.2, 0] +['GE Bradburn', 16.5, 57.58, 'Spin', 1990, 2001, 0.2807486631016043, 1.1534025374855825, 0] ['C Pringle', 8.86, 48.39, 'Fast', 1990, 1995, 0.5072463768115942, 1.0189634302901367, 0] -['DJ White', 16.29, 142.77, 'OpenBat', 1990, 1990, 0.3333333333333333, 3.663003663003663, 0] -['BR Hartland', 16.45, 403.77, 'OpenBat', 1992, 1994, 0.3133402275077559, 1.4, 0] +['DJ White', 16.29, 56.96, 'OpenBat', 1990, 1990, 0.3333333333333333, 1.2, 0] +['BR Hartland', 16.45, 403.77, 'OpenBat', 1992, 1994, 0.3133402275077559, 1.2, 0] ["ML Su'a", 11.5, 53.28, 'Fast', 1992, 1995, 0.3191489361702128, 1.056758225945704, 0] -['RT Latham', 24.25, 145.48, 'OpenBat', 1992, 1993, 0.4899328859060403, 0.72992700729927, 0] +['RT Latham', 24.25, 58.85, 'OpenBat', 1992, 1993, 0.4899328859060403, 0.8, 0] ['SB Doull', 14.85, 37.46, 'Med', 1992, 2000, 0.6690140845070423, 1.0314684058928738, 0] -['MJ Haslam', 4.57, 68.67, 'PartSpin', 1992, 1995, 0.11428571428571428, 1.0842706988751614, 0] +['MJ Haslam', 4.57, 68.67, 'Spin', 1992, 1995, 0.11428571428571428, 1.0842706988751614, 0] ['DJ Nash', 23.1, 36.1, 'Fast', 1992, 2001, 0.3468125594671741, 0.9294215061610577, 3] ['CZ Harris', 20.74, 65.41, 'PartMed', 1992, 2002, 0.3370932754880694, 0.9828629032258064, 0] ['MB Owens', 3.65, 47.88, 'Fast', 1992, 1994, 0.12213740458015267, 1.1884205180294565, 0] ['JTC Vaughan', 18.62, 45.01, 'Med', 1992, 1997, 0.2655217965653897, 0.9440559440559442, 0] -['BA Pocock', 22.63, 205.34, 'OpenBat', 1993, 1997, 0.2980726131779471, 1.824817518248175, 0] +['BA Pocock', 22.63, 205.34, 'OpenBat', 1993, 1997, 0.2980726131779471, 1.2, 0] ['RP de Groen', 5.18, 43.11, 'Fast', 1993, 1994, 0.5, 1.0394511149228132, 0] -['BA Young', 32.3, 406.5, 'OpenBat', 1993, 1999, 0.3895059364228265, 1.4, 0] +['BA Young', 32.3, 406.5, 'OpenBat', 1993, 1999, 0.3895059364228265, 1.2, 0] ['MN Hart', 16.98, 56.65, 'Spin', 1994, 1995, 0.33779904306220093, 1.0166735403287575, 0] -['SP Fleming', 39.1, 390.37, 'Bat', 1994, 2008, 0.4582162024022489, 1.4, 80] +['SP Fleming', 39.1, 390.37, 'Bat', 1994, 2008, 0.4582162024022489, 1.2, 80] ['HT Davis', 6.85, 51.15, 'Fast', 1994, 1997, 0.16, 1.0740421868273784, 0] -['GR Larsen', 16.93, 47.86, 'Med', 1994, 1996, 0.25656565656565655, 0.7670356502733051, 0] -['DJ Murray', 20.28, 402.41, 'OpenBat', 1994, 1995, 0.29503407984420643, 1.4, 0] +['GR Larsen', 16.93, 47.86, 'Med', 1994, 1996, 0.25656565656565655, 0.8, 0] +['DJ Murray', 20.28, 402.41, 'OpenBat', 1994, 1995, 0.29503407984420643, 1.2, 0] ['KP Walmsley', 6.13, 41.81, 'Fast', 1995, 2000, 0.3939393939393939, 1.0710274741830335, 0] -['LK Germon', 19.81, 406.5, 'WK', 1995, 1997, 0.39059304703476483, 1.4, 0] -['RG Twose', 25.11, 55.76, 'Bat', 1995, 1999, 0.30294259527255185, 1.324975793711461, 0] -['CM Spearman', 26.34, 400.0, 'OpenBat', 1995, 2000, 0.4168173598553345, 1.4, 0] +['LK Germon', 19.81, 406.5, 'WK', 1995, 1997, 0.39059304703476483, 1.2, 0] +['RG Twose', 25.11, 55.76, 'Bat', 1995, 1999, 0.30294259527255185, 1.2, 0] +['CM Spearman', 26.34, 400.0, 'OpenBat', 1995, 2000, 0.4168173598553345, 1.2, 0] ['GI Allott', 2.92, 54.19, 'Fast', 1996, 1999, 0.10037174721189591, 1.1643485080583886, 0] -['NJ Astle', 36.13, 47.02, 'PartMed', 1996, 2006, 0.49604388648591624, 0.7636988254076862, 0] -['RJ Kennedy', 5.47, 60.17, 'Med', 1996, 1996, 0.6086956521739131, 1.2988788624555647, 0] -['GR Loveridge', 11.98, 406.5, 'Bat', 1996, 1996, 0.18181818181818182, 1.4, 0] +['NJ Astle', 36.13, 47.02, 'PartMed', 1996, 2006, 0.49604388648591624, 0.8, 0] +['RJ Kennedy', 5.47, 60.17, 'Med', 1996, 1996, 0.6086956521739131, 1.2, 0] +['GR Loveridge', 11.98, 406.5, 'Bat', 1996, 1996, 0.18181818181818182, 1.2, 0] ['DL Vettori', 27.67, 31.69, 'Spin', 1997, 2014, 0.5818672145884166, 0.825036838514894, 32] ['MJ Horne', 28.04, 197.56, 'OpenBat', 1997, 2003, 0.40784671532846717, 0.8094645080946451, 0] ["SB O'Connor", 6.48, 36.49, 'Fast', 1997, 2001, 0.1965648854961832, 0.9794564130533588, 0] -['DG Sewell', 3.5, 52.79, 'PartFast', 1997, 1997, 0.058823529411764705, 1.402524544179523, 0] +['DG Sewell', 3.5, 49.85, 'Fast', 1997, 1997, 0.058823529411764705, 1.2, 0] ['CD McMillan', 37.54, 54.61, 'PartMed', 1997, 2005, 0.5495590828924162, 1.018374489597511, 0] ['PJ Wiseman', 13.51, 48.29, 'Spin', 1998, 2005, 0.3700707785642063, 1.029225805689164, 0] -['MD Bell', 23.23, 385.36, 'OpenBat', 1998, 2008, 0.37811203319502074, 1.4, 0] -['GR Stead', 22.71, 198.15, 'OpenBat', 1999, 1999, 0.4143070044709389, 0.3472222222222222, 0] -['MS Sinclair', 30.26, 139.36, 'Bat', 1999, 2010, 0.4308300395256917, 0.65359477124183, 0] +['MD Bell', 23.23, 385.36, 'OpenBat', 1998, 2008, 0.37811203319502074, 1.2, 0] +['GR Stead', 22.71, 198.15, 'OpenBat', 1999, 1999, 0.4143070044709389, 0.8, 0] +['MS Sinclair', 30.26, 57.55, 'Bat', 1999, 2010, 0.4308300395256917, 0.8, 0] ['DR Tuffey', 13.81, 35.57, 'Fast', 2000, 2010, 0.4252988047808765, 0.9703215223531123, 0] -['MH Richardson', 43.34, 50.66, 'OpenBat', 2000, 2004, 0.3766621438263229, 0.6384919428397688, 0] +['MH Richardson', 43.34, 50.66, 'OpenBat', 2000, 2004, 0.3766621438263229, 0.8, 0] ['CS Martin', 2.18, 31.18, 'Fast', 2000, 2013, 0.2, 1.0732570358415354, 0] -['BGK Walker', 13.68, 55.99, 'PartSpin', 2000, 2002, 0.24686192468619247, 1.2089443703793479, 0] -['HJH Marshall', 30.55, 141.33, 'Bat', 2000, 2006, 0.4731494920174166, 1.3289036544850499, 0] +['BGK Walker', 13.68, 55.99, 'Spin', 2000, 2002, 0.24686192468619247, 1.2, 0] +['HJH Marshall', 30.55, 57.84, 'Bat', 2000, 2006, 0.4731494920174166, 1.2, 0] ['JEC Franklin', 19.05, 36.05, 'Med', 2001, 2013, 0.37355524734165513, 1.1132088665128312, 0] -['CJ Drum', 5.37, 30.24, 'Fast', 2001, 2002, 0.10989010989010989, 1.2000298762624795, 0] +['CJ Drum', 5.37, 37.16, 'Fast', 2001, 2002, 0.10989010989010989, 1.2, 0] ['SE Bond', 10.15, 32.28, 'Fast', 2001, 2009, 0.3888888888888889, 1.1032028469750887, 0] -['L Vincent', 32.24, 142.74, 'OpenBat', 2001, 2007, 0.4711708524938097, 0.65359477124183, 0] -['IG Butler', 10.35, 48.56, 'Fast', 2002, 2004, 0.4662576687116564, 1.2881039808824388, 0] +['L Vincent', 32.24, 60.93, 'OpenBat', 2001, 2007, 0.4711708524938097, 0.8, 0] +['IG Butler', 10.35, 48.56, 'Fast', 2002, 2004, 0.4662576687116564, 1.2, 0] ['AR Adams', 12.97, 33.39, 'Fast', 2002, 2002, 0.9, 1.1089596901953882, 0] -['RG Hart', 14.2, 387.22, 'WK', 2002, 2003, 0.25691699604743085, 1.4, 0] +['RG Hart', 14.2, 387.22, 'WK', 2002, 2003, 0.25691699604743085, 1.2, 0] ['SB Styris', 34.03, 50.1, 'PartMed', 2002, 2007, 0.513434768533506, 1.0154061624649862, 0] -['JDP Oram', 33.5, 36.59, 'Fast', 2002, 2009, 0.5038211151995471, 0.7633303735943379, 0] -['RA Jones', 20.61, 385.36, 'Bat', 2003, 2003, 0.25274725274725274, 1.4, 0] +['JDP Oram', 33.5, 36.59, 'Fast', 2002, 2009, 0.5038211151995471, 0.8, 0] +['RA Jones', 20.61, 385.36, 'Bat', 2003, 2003, 0.25274725274725274, 1.2, 0] ['BB McCullum', 35.66, 184.56, 'WK', 2004, 2016, 0.6460106116728401, 0.9547920433996383, 31] -['MHW Papps', 19.66, 368.89, 'OpenBat', 2004, 2007, 0.35344827586206895, 1.4, 0] -['MJ Mason', 8.7, 42.53, 'PartFast', 2004, 2004, 0.09090909090909091, 1.5597147950089125, 0] +['MHW Papps', 19.66, 368.89, 'OpenBat', 2004, 2007, 0.35344827586206895, 1.2, 0] +['MJ Mason', 8.7, 40.11, 'Fast', 2004, 2004, 0.09090909090909091, 1.2, 0] ['KD Mills', 11.69, 41.97, 'Fast', 2004, 2009, 0.38584779706275035, 0.9567309169604096, 0] -['CD Cumming', 23.0, 368.89, 'OpenBat', 2005, 2008, 0.3486166007905138, 1.4, 0] +['CD Cumming', 23.0, 368.89, 'OpenBat', 2005, 2008, 0.3486166007905138, 1.2, 0] ["IE O'Brien", 6.57, 35.46, 'Fast', 2005, 2009, 0.38488576449912126, 1.0529509937793962, 0] -['JAH Marshall', 18.39, 368.89, 'OpenBat', 2005, 2008, 0.3906810035842294, 1.4, 0] -['PG Fulton', 23.48, 369.12, 'OpenBat', 2006, 2014, 0.39277010560519904, 1.4, 0] -['JM How', 20.84, 137.94, 'OpenBat', 2006, 2009, 0.5045751633986928, 0.6349206349206349, 0] +['JAH Marshall', 18.39, 368.89, 'OpenBat', 2005, 2008, 0.3906810035842294, 1.2, 0] +['PG Fulton', 23.48, 369.12, 'OpenBat', 2006, 2014, 0.39277010560519904, 1.2, 0] +['JM How', 20.84, 58.38, 'OpenBat', 2006, 2009, 0.5045751633986928, 0.8, 0] ['JS Patel', 12.11, 42.61, 'Spin', 2006, 2017, 0.516260162601626, 1.0083196746820473, 0] ['LRPL Taylor', 44.46, 185.07, 'Bat', 2007, 2017, 0.5942346113595282, 0.9554140127388535, 14] -['MR Gillespie', 9.56, 40.19, 'Fast', 2007, 2012, 0.5671641791044776, 1.3803009974916873, 0] +['MR Gillespie', 9.56, 40.19, 'Fast', 2007, 2012, 0.5671641791044776, 1.2, 0] ['GD Elliott', 15.15, 48.73, 'PartMed', 2008, 2009, 0.2670807453416149, 0.9456264775413711, 0] ['TG Southee', 15.81, 29.11, 'Fast', 2008, 2017, 0.8832163369495852, 0.9731123731865378, 0] -['DR Flynn', 23.95, 184.56, 'Bat', 2008, 2013, 0.40232558139534885, 0.0, 0] -['AJ Redmond', 19.71, 68.45, 'OpenBat', 2008, 2013, 0.39015606242497, 1.446654611211573, 0] -['GJ Hopkins', 19.5, 366.97, 'WK', 2008, 2010, 0.2563176895306859, 1.4, 0] +['DR Flynn', 23.95, 184.56, 'Bat', 2008, 2013, 0.40232558139534885, 1.2, 0] +['AJ Redmond', 19.71, 68.45, 'OpenBat', 2008, 2013, 0.39015606242497, 1.2, 0] +['GJ Hopkins', 19.5, 366.97, 'WK', 2008, 2010, 0.2563176895306859, 1.2, 0] ['JD Ryder', 36.41, 47.91, 'PartMed', 2008, 2011, 0.5519791213571118, 1.080580426057425, 0] -['TG McIntosh', 24.74, 369.12, 'OpenBat', 2008, 2011, 0.3620178041543027, 1.4, 0] -['MJ Guptill', 27.19, 73.77, 'OpenBat', 2009, 2016, 0.46611391492429705, 1.3304363354961606, 0] -['BJ Watling', 35.31, 371.17, 'WK', 2009, 2017, 0.4395640149666504, 1.4, 0] -['PJ Ingram', 21.0, 369.12, 'Bat', 2010, 2010, 0.40397350993377484, 1.4, 0] +['TG McIntosh', 24.74, 369.12, 'OpenBat', 2008, 2011, 0.3620178041543027, 1.2, 0] +['MJ Guptill', 27.19, 73.77, 'OpenBat', 2009, 2016, 0.46611391492429705, 1.2, 0] +['BJ Watling', 35.31, 371.17, 'WK', 2009, 2017, 0.4395640149666504, 1.2, 0] +['PJ Ingram', 21.0, 369.12, 'Bat', 2010, 2010, 0.40397350993377484, 1.2, 0] ['BJ Arnel', 4.93, 42.07, 'Fast', 2010, 2012, 0.30405405405405406, 1.0695389266817839, 0] -['HK Bennett', 4.94, 48.22, 'PartFast', 2010, 2010, 0.13333333333333333, 0.9915611814345991, 0] +['HK Bennett', 4.94, 46.12, 'Fast', 2010, 2010, 0.13333333333333333, 0.9915611814345991, 0] ['KS Williamson', 46.92, 46.79, 'PartSpin', 2010, 2017, 0.5051836062397055, 1.0655919509582306, 15] -['AJ McKay', 8.13, 51.34, 'PartFast', 2010, 2010, 0.45454545454545453, 1.2249897917517352, 0] -['RA Young', 18.19, 368.21, 'WK', 2011, 2011, 0.4033412887828162, 1.4, 0] +['AJ McKay', 8.13, 51.34, 'Fast', 2010, 2010, 0.45454545454545453, 1.2, 0] +['RA Young', 18.19, 368.21, 'WK', 2011, 2011, 0.4033412887828162, 1.2, 0] ['DAJ Bracewell', 12.84, 38.22, 'Fast', 2011, 2016, 0.4636734693877551, 1.075390130205796, 0] -['DG Brownlie', 25.89, 185.07, 'Bat', 2011, 2013, 0.44801512287334594, 1.5055008685581934, 0] +['DG Brownlie', 25.89, 185.07, 'Bat', 2011, 2013, 0.44801512287334594, 1.2, 0] ['TA Boult', 14.45, 26.47, 'Fast', 2011, 2017, 0.5216962524654832, 0.9524635322523629, 0] -['RJ Nicol', 17.41, 142.66, 'OpenBat', 2012, 2012, 0.26666666666666666, 1.4612214312476584, 0] -['CFK van Wyk', 21.41, 370.14, 'WK', 2012, 2012, 0.49135446685878964, 1.4, 0] +['RJ Nicol', 17.41, 62.47, 'OpenBat', 2012, 2012, 0.26666666666666666, 1.2, 0] +['CFK van Wyk', 21.41, 370.14, 'WK', 2012, 2012, 0.49135446685878964, 1.2, 0] ['N Wagner', 11.2, 27.96, 'Fast', 2012, 2017, 0.42720510095642933, 1.0335216507852045, 0] -['TD Astle', 14.52, 39.88, 'PartSpin', 2012, 2016, 0.2695035460992908, 0.9949794614331358, 0] -['C Munro', 26.54, 39.64, 'Fast', 2013, 2013, 0.5769230769230769, 0.7099751508697196, 0] +['TD Astle', 14.52, 39.88, 'Spin', 2012, 2016, 0.2695035460992908, 0.9949794614331358, 0] +['C Munro', 25.74, 39.64, 'Fast', 2013, 2013, 0.5769230769230769, 0.8, 0] ['BP Martin', 11.4, 55.56, 'Spin', 2013, 2013, 0.524822695035461, 0.8157698670269862, 0] -['HD Rutherford', 23.95, 185.36, 'OpenBat', 2013, 2015, 0.5642750373692078, 0.6389776357827477, 0] +['HD Rutherford', 23.95, 185.36, 'OpenBat', 2013, 2015, 0.5642750373692078, 0.8, 0] ['CJ Anderson', 25.91, 46.86, 'PartFast', 2013, 2016, 0.5686927560366362, 0.9702448432738036, 0] -['IS Sodhi', 15.51, 43.91, 'Spin', 2013, 2016, 0.5887096774193549, 1.2033400487033912, 0] -['TWM Latham', 36.24, 379.03, 'OpenBat', 2014, 2017, 0.4648572007291878, 1.4, 0] -['JDS Neesham', 26.18, 41.38, 'PartMed', 2014, 2017, 0.6632366697848456, 1.2141743614342246, 0] -['MD Craig', 23.92, 48.29, 'Spin', 2014, 2016, 0.543859649122807, 1.2191542445017505, 0] +['IS Sodhi', 15.51, 43.91, 'Spin', 2013, 2016, 0.5887096774193549, 1.2, 0] +['TWM Latham', 36.24, 379.03, 'OpenBat', 2014, 2017, 0.4648572007291878, 1.2, 0] +['JDS Neesham', 26.18, 41.38, 'PartMed', 2014, 2017, 0.6632366697848456, 1.2, 0] +['MD Craig', 23.92, 48.29, 'Spin', 2014, 2016, 0.543859649122807, 1.2, 0] ['MJ Henry', 13.55, 38.44, 'Fast', 2015, 2017, 0.7970479704797048, 1.0445325948656536, 0] -['L Ronchi', 30.02, 379.03, 'Bat', 2015, 2016, 0.7384259259259259, 1.4, 0] +['L Ronchi', 30.02, 379.03, 'Bat', 2015, 2016, 0.7384259259259259, 1.2, 0] ['MJ Santner', 20.92, 49.41, 'Spin', 2015, 2017, 0.4249404289118348, 0.9025572455289987, 0] -['HM Nicholls', 26.09, 379.03, 'Bat', 2016, 2017, 0.5014492753623189, 1.4, 0] +['HM Nicholls', 26.09, 379.03, 'Bat', 2016, 2017, 0.5014492753623189, 1.2, 0] ['C de Grandhomme', 27.46, 35.73, 'Fast', 2016, 2017, 0.9898734177215189, 0.8301746759615128, 0] -['JA Raval', 35.21, 379.03, 'OpenBat', 2016, 2017, 0.43966125617501767, 1.4, 0] -['NT Broom', 25.5, 377.48, 'Bat', 2017, 2017, 0.4444444444444444, 1.4, 0] -['TA Blundell', 30.69, 377.48, 'WK', 2017, 2017, 0.5690376569037657, 1.4, 0] +['JA Raval', 35.21, 379.03, 'OpenBat', 2016, 2017, 0.43966125617501767, 1.2, 0] +['NT Broom', 25.5, 377.48, 'Bat', 2017, 2017, 0.4444444444444444, 1.2, 0] +['TA Blundell', 30.69, 377.48, 'WK', 2017, 2017, 0.5690376569037657, 1.2, 0] diff --git a/pakistandata.txt b/pakistandata.txt index a3d0a7a..9be4143 100644 --- a/pakistandata.txt +++ b/pakistandata.txt @@ -1,228 +1,229 @@ -['Anwar Hussain', 14.48, 51.96, 'Bat', 1952, 1952, 0.5, 2.138643067846608, 0] -['Fazal Mahmood', 14.88, 26.18, 'Fast', 1952, 1962, 0.5, 0.9311911056877499, 10] -['Hanif Mohammad', 44.58, 69.21, 'OpenBat', 1952, 1969, 0.5, 1.2082927036079196, 11] -['Imtiaz Ahmed', 30.93, 211.27, 'WK', 1952, 1962, 0.5, 0.0, 4] -['Israr Ali', 11.1, 41.68, 'Fast', 1952, 1959, 0.5, 1.3960571960402741, 0] +['Amir Elahi', 10.3, 39.42, 'PartSpin', 1947, 1952, 0.5, 1.2, 0] +['Anwar Hussain', 14.48, 51.96, 'Bat', 1952, 1952, 0.5, 1.2, 0] +['Fazal Mahmood', 14.88, 26.3, 'Fast', 1952, 1962, 0.5, 0.9311911056877499, 10] +['Hanif Mohammad', 44.58, 69.21, 'OpenBat', 1952, 1969, 0.5, 1.2, 11] +['Imtiaz Ahmed', 30.93, 211.27, 'WK', 1952, 1962, 0.5, 1.2, 4] +['Israr Ali', 11.1, 42.34, 'Fast', 1952, 1959, 0.5, 1.2, 0] ['AH Kardar', 24.37, 42.5, 'PartSpin', 1946, 1958, 0.5, 0.9339024199232516, 23] ['Khan Mohammad', 8.32, 37.4, 'Fast', 1952, 1958, 0.5, 1.1110840379133062, 0] ['Maqsood Ahmed', 20.79, 52.86, 'PartMed', 1952, 1955, 0.5, 1.1123405742239822, 0] ['Nazar Mohammad', 27.79, 205.06, 'OpenBat', 1952, 1952, 0.5, 0.8849557522123894, 0] -['Waqar Hasan', 33.3, 213.37, 'Bat', 1952, 1959, 0.5, 4.4843049327354265, 0] +['Waqar Hasan', 33.3, 213.37, 'Bat', 1952, 1959, 0.5, 1.2, 0] ['Mahmood Hussain', 10.54, 41.99, 'Fast', 1952, 1962, 0.5, 1.1857868020304567, 0] -['Zulfiqar Ahmed', 16.12, 37.93, 'Spin', 1952, 1956, 0.5, 0.7663450297499608, 0] -['Wazir Mohammad', 28.89, 213.37, 'Bat', 1952, 1959, 0.5, 1.681614349775785, 0] -['Alimuddin', 26.59, 61.82, 'OpenBat', 1954, 1962, 0.5, 2.3704171934260434, 0] -['Khalid Wazir', 12.05, 430.42, 'Bat', 1954, 1954, 0.5, 1.4, 0] -['Shujauddin', 15.94, 38.75, 'PartSpin', 1954, 1962, 0.5, 0.919389828173961, 0] -['MEZ Ghazali', 16.12, 150.64, 'PartSpin', 1954, 1954, 0.5, 1.0089686098654709, 0] -['Khalid Hasan', 14.87, 66.33, 'Spin', 1954, 1954, 0.5, 2.4770446295109974, 0] -['Mohammad Aslam', 15.95, 395.39, 'Bat', 1973, 1977, 0.5, 1.4, 0] -['Miran Bakhsh', 7.56, 54.81, 'PartSpin', 1955, 1955, 0.5, 0.8971758464659073, 0] -['Agha Saadat Ali', 12.21, 434.15, 'Bat', 1955, 1955, 0.5, 1.4, 0] -['W Mathias', 25.11, 150.75, 'Bat', 1955, 1962, 0.5, 2.212389380530974, 0] +['Zulfiqar Ahmed', 16.12, 39.61, 'Spin', 1952, 1956, 0.5, 0.8, 0] +['Wazir Mohammad', 28.89, 213.37, 'Bat', 1952, 1959, 0.5, 1.2, 0] +['Alimuddin', 26.59, 61.82, 'OpenBat', 1954, 1962, 0.5, 1.2, 0] +['Khalid Wazir', 12.05, 430.42, 'Bat', 1954, 1954, 0.5, 1.2, 0] +['Shujauddin', 15.94, 40.1, 'Spin', 1954, 1962, 0.5, 0.919389828173961, 0] +['MEZ Ghazali', 16.12, 57.38, 'PartSpin', 1954, 1954, 0.5, 1.0089686098654709, 0] +['Khalid Hasan', 14.87, 66.33, 'Spin', 1954, 1954, 0.5, 1.2, 0] +['Mohammad Aslam', 15.95, 395.39, 'Bat', 1973, 1977, 0.5, 1.2, 0] +['Miran Bakhsh', 7.56, 57.07, 'Spin', 1955, 1955, 0.5, 0.8971758464659073, 0] +['Agha Saadat Ali', 12.21, 434.15, 'Bat', 1955, 1955, 0.5, 1.2, 0] +['W Mathias', 25.11, 59.94, 'Bat', 1955, 1962, 0.5, 1.2, 0] ['Gul Mohammad', 17.45, 48.2, 'Bat', 1946, 1956, 0.5, 0.8202323991797676, 0] -['Haseeb Ahsan', 4.22, 48.95, 'Spin', 1958, 1962, 0.5, 1.2291767750283034, 0] +['Haseeb Ahsan', 4.22, 48.95, 'Spin', 1958, 1962, 0.5, 1.2, 0] ['Nasim-ul-Ghani', 16.03, 38.16, 'Spin', 1958, 1973, 0.5, 1.1208932052167213, 0] ['Saeed Ahmed', 39.04, 38.3, 'PartSpin', 1958, 1973, 0.5, 1.0211357270180799, 3] -['SF Rehman', 11.83, 68.57, 'PartSpin', 1958, 1958, 0.5, 1.2883914627798023, 0] -["A D'Souza", 12.8, 44.89, 'Spin', 1959, 1962, 0.5, 1.229971685886694, 0] -['Ijaz Butt', 20.34, 405.41, 'OpenBat', 1959, 1962, 0.5, 1.4, 0] +['SF Rehman', 11.83, 69.59, 'Spin', 1958, 1958, 0.5, 1.2, 0] +["A D'Souza", 12.8, 44.89, 'Spin', 1959, 1962, 0.5, 1.2, 0] +['Ijaz Butt', 20.34, 405.41, 'OpenBat', 1959, 1962, 0.5, 1.2, 0] ['Mushtaq Mohammad', 37.58, 29.51, 'PartSpin', 1959, 1979, 0.5, 1.0974334600760458, 19] -['DA Sharpe', 17.36, 412.37, 'Bat', 1959, 1959, 0.5, 1.4, 0] +['DA Sharpe', 17.36, 412.37, 'Bat', 1959, 1959, 0.5, 1.2, 0] ['Mohammad Munaf', 10.85, 41.16, 'Fast', 1959, 1962, 0.5, 1.1618332661370465, 0] ['Intikhab Alam', 21.43, 34.57, 'Spin', 1959, 1977, 0.5, 1.0771442016613362, 17] -['Munir Malik', 6.15, 37.7, 'Fast', 1959, 1962, 0.5, 1.3713322607829619, 0] -['Javed Burki', 30.15, 144.41, 'Bat', 1960, 1969, 0.5, 1.3863773357444245, 5] -['Mohammad Farooq', 8.38, 44.26, 'Fast', 1960, 1965, 0.5, 1.224526438639016, 0] -['Afaq Hussain', 14.24, 34.18, 'PartSpin', 1961, 1964, 0.5, 1.127659574468085, 0] -['Javed Akhtar', 8.82, 32.98, 'PartSpin', 1980, 1998, 0.5, 1.1904761904761902, 0] -['Shahid Mahmood', 18.09, 130.88, 'OpenPartMed', 1962, 1962, 0.5, 1.6312056737588652, 0] -['Abdul Kadir', 20.27, 395.65, 'OpenWK', 1964, 1965, 0.5, 1.4, 0] +['Munir Malik', 6.15, 39.71, 'Fast', 1959, 1962, 0.5, 1.2, 0] +['Javed Burki', 30.15, 58.69, 'Bat', 1960, 1969, 0.5, 1.2, 5] +['Mohammad Farooq', 8.38, 44.26, 'Fast', 1960, 1965, 0.5, 1.2, 0] +['Afaq Hussain', 14.24, 40.01, 'Spin', 1961, 1964, 0.5, 1.127659574468085, 0] +['Javed Akhtar', 8.82, 38.57, 'Spin', 1980, 1998, 0.5, 1.1904761904761902, 0] +['Shahid Mahmood', 18.09, 46.13, 'OpenPartMed', 1962, 1962, 0.5, 1.2, 0] +['Abdul Kadir', 20.27, 395.65, 'OpenWK', 1964, 1965, 0.5, 1.2, 0] ['Asif Iqbal', 38.17, 40.82, 'PartMed', 1964, 1980, 0.5, 0.9366659183317119, 6] -['Khalid Ibadulla', 22.23, 48.55, 'OpenPartSpin', 1964, 1967, 0.5, 0.7427971188475391, 0] +['Khalid Ibadulla', 22.23, 48.55, 'OpenPartSpin', 1964, 1967, 0.5, 0.8, 0] ['Majid Khan', 38.47, 53.52, 'PartSpin', 1964, 1983, 0.5, 0.975, 3] -['Pervez Sajjad', 8.02, 28.59, 'Spin', 1964, 1973, 0.5, 0.8539804472798299, 0] -['Shafqat Rana', 22.67, 41.93, 'Bat', 1964, 1969, 0.5, 0.6302521008403361, 0] +['Pervez Sajjad', 8.02, 29.64, 'Spin', 1964, 1973, 0.5, 0.8539804472798299, 0] +['Shafqat Rana', 22.67, 41.93, 'Bat', 1964, 1969, 0.5, 0.8, 0] ['Arif Butt', 16.52, 43.31, 'Fast', 1964, 1965, 0.5, 1.0947656517276771, 0] -['Farooq Hamid', 7.08, 44.65, 'PartFast', 1964, 1964, 0.25, 1.4722069345074298, 0] -['Mohammad Ilyas', 21.55, 133.37, 'OpenBat', 1964, 1969, 0.5, 1.8907563025210083, 0] -['Naushad Ali', 18.76, 389.23, 'OpenWK', 1965, 1965, 0.5, 1.4, 0] +['Farooq Hamid', 7.08, 44.65, 'Fast', 1964, 1964, 0.25, 1.2, 0] +['Mohammad Ilyas', 21.55, 57.07, 'OpenBat', 1964, 1969, 0.5, 1.2, 0] +['Naushad Ali', 18.76, 389.23, 'OpenWK', 1965, 1965, 0.5, 1.2, 0] ['Mufasir-ul-Haq', 4.04, 45.13, 'Fast', 1965, 1965, 0.5, 0.9538950715421304, 0] ['Salahuddin', 23.54, 46.31, 'PartSpin', 1965, 1969, 0.5, 0.8634222919937206, 0] ['Saleem Altaf', 14.12, 42.02, 'Fast', 1967, 1978, 0.5, 1.0298630161736673, 0] -['Wasim Bari', 15.89, 200.13, 'WK', 1967, 1984, 0.5, 0.5928853754940712, 6] +['Wasim Bari', 15.89, 200.13, 'WK', 1967, 1984, 0.5, 0.8, 6] ['Niaz Ahmed', 8.06, 50.84, 'Fast', 1967, 1969, 0.5, 0.8026641618990692, 0] -['Ghulam Abbas', 20.0, 387.6, 'Bat', 1967, 1967, 0.15789473684210525, 1.4, 0] -['Aftab Gul', 21.55, 135.21, 'OpenBat', 1969, 1971, 0.5, 1.6393442622950818, 0] -['Asif Masood', 6.54, 45.25, 'Fast', 1969, 1977, 0.5, 1.2486992715920915, 0] +['Ghulam Abbas', 20.0, 387.6, 'Bat', 1967, 1967, 0.15789473684210525, 1.2, 0] +['Aftab Gul', 21.55, 51.58, 'OpenBat', 1969, 1971, 0.5, 1.2, 0] +['Asif Masood', 6.54, 45.25, 'Fast', 1969, 1977, 0.5, 1.2, 0] ['Sarfraz Nawaz', 17.72, 32.78, 'Fast', 1969, 1984, 0.5, 0.9856065965492437, 0] -['Mohammad Nazir', 15.17, 28.78, 'Spin', 1969, 1983, 0.5, 0.8171712594179473, 0] -['Sadiq Mohammad', 35.41, 57.79, 'OpenBat', 1969, 1981, 0.5, 1.1620553359683796, 0] -['Younis Ahmed', 30.06, 144.29, 'Bat', 1969, 1987, 0.5, 2.2900763358778624, 0] +['Mohammad Nazir', 15.17, 32.28, 'Spin', 1969, 1983, 0.5, 0.8171712594179473, 0] +['Sadiq Mohammad', 35.41, 53.8, 'OpenBat', 1969, 1981, 0.5, 1.1620553359683796, 0] +['Younis Ahmed', 30.06, 58.05, 'Bat', 1969, 1987, 0.5, 1.2, 0] ['Zaheer Abbas', 44.78, 56.93, 'Bat', 1969, 1985, 0.5, 0.8296668761785041, 14] -['Aftab Baloch', 27.46, 53.51, 'Bat', 1969, 1975, 0.5, 0.9309967141292441, 0] +['Aftab Baloch', 27.46, 52.39, 'Bat', 1969, 1975, 0.5, 0.9309967141292441, 0] ['Imran Khan', 37.92, 22.95, 'Fast', 1971, 1992, 0.5, 0.9572961079850412, 48] ['Talat Ali', 23.32, 200.13, 'OpenBat', 1972, 1979, 0.5, 0.8300395256916996, 0] ['Wasim Raja', 36.28, 40.89, 'PartSpin', 1973, 1985, 0.5, 1.0166585007349338, 0] -['Shafiq Ahmed', 28.52, 138.86, 'OpenBat', 1974, 1981, 0.3046153846153846, 0.2862595419847328, 0] -['Agha Zahid', 23.51, 395.39, 'OpenBat', 1975, 1975, 0.5, 1.4, 0] -['Liaqat Ali', 5.17, 41.51, 'PartFast', 1975, 1978, 0.5, 1.0536923257543147, 0] +['Shafiq Ahmed', 28.52, 52.63, 'OpenBat', 1974, 1981, 0.3046153846153846, 0.8, 0] +['Agha Zahid', 23.51, 395.39, 'OpenBat', 1975, 1975, 0.5, 1.2, 0] +['Liaqat Ali', 5.17, 41.51, 'Fast', 1975, 1978, 0.5, 1.0536923257543147, 0] ['Javed Miandad', 51.9, 54.71, 'Bat', 1976, 1993, 0.5, 1.0309901738473166, 34] -['Farrukh Zaman', 6.54, 46.59, 'PartSpin', 1976, 1976, 0.5, 0.4446640316205534, 0] -['Shahid Israr', 16.02, 400.27, 'WK', 1976, 1976, 0.5, 1.4, 0] +['Farrukh Zaman', 6.54, 44.51, 'PartSpin', 1976, 1976, 0.5, 0.8, 0] +['Shahid Israr', 16.02, 400.27, 'WK', 1976, 1976, 0.5, 1.2, 0] ['Sikander Bakht', 7.3, 37.4, 'Fast', 1976, 1983, 0.5, 1.1129824885217912, 0] ['Iqbal Qasim', 13.15, 28.28, 'Spin', 1976, 1988, 0.5, 0.8328486936674969, 0] ['Mudassar Nazar', 38.32, 47.16, 'OpenPartMed', 1976, 1989, 0.5, 0.9571439911997187, 0] ['Haroon Rasheed', 34.63, 199.2, 'Bat', 1977, 1983, 0.5, 0.8426966292134831, 0] ['Abdul Qadir', 15.39, 32.38, 'Spin', 1977, 1990, 0.5, 1.004580430015441, 0] -['Mohsin Khan', 37.33, 143.69, 'OpenBat', 1978, 1986, 0.5, 0.7868508480503584, 0] -['Anwar Khan', 12.72, 50.85, 'PartFast', 1979, 1979, 0.5, 0.8522727272727273, 0] -['Ehteshamuddin', 6.74, 31.01, 'Fast', 1979, 1982, 0.09523809523809523, 0.8964857757590246, 0] -['Taslim Arif', 30.48, 199.2, 'OpenWK', 1980, 1980, 0.48080614203454897, 2.097378277153558, 0] -['Tauseef Ahmed', 13.27, 31.04, 'Spin', 1980, 1993, 0.5, 0.830528929621823, 0] -['Azhar Khan', 23.41, 44.3, 'Bat', 1980, 1980, 0.5833333333333334, 0.2496878901373283, 0] -['Azmat Rana', 29.07, 398.41, 'Bat', 1980, 1980, 0.5212765957446809, 1.4, 0] -['Mansoor Akhtar', 25.01, 395.26, 'Bat', 1980, 1990, 0.42041078305519897, 1.4, 0] -['Ijaz Faqih', 21.31, 37.34, 'PartSpin', 1980, 1988, 0.3860759493670886, 1.2442779858510196, 0] -['Rizwan-uz-Zaman', 23.52, 36.37, 'OpenBat', 1981, 1989, 0.5, 0.765900765900766, 0] +['Mohsin Khan', 37.33, 56.5, 'OpenBat', 1978, 1986, 0.5, 0.8, 0] +['Anwar Khan', 12.72, 50.02, 'PartFast', 1979, 1979, 0.5, 0.8522727272727273, 0] +['Ehteshamuddin', 6.74, 34.29, 'Fast', 1979, 1982, 0.09523809523809523, 0.8964857757590246, 0] +['Taslim Arif', 30.48, 199.2, 'OpenWK', 1980, 1980, 0.48080614203454897, 1.2, 0] +['Tauseef Ahmed', 13.27, 31.35, 'Spin', 1980, 1993, 0.5, 0.830528929621823, 0] +['Azhar Khan', 23.41, 44.3, 'Bat', 1980, 1980, 0.5833333333333334, 0.8, 0] +['Azmat Rana', 29.07, 398.41, 'Bat', 1980, 1980, 0.5212765957446809, 1.2, 0] +['Mansoor Akhtar', 25.01, 395.26, 'Bat', 1980, 1990, 0.42041078305519897, 1.2, 0] +['Ijaz Faqih', 21.31, 37.34, 'PartSpin', 1980, 1988, 0.3860759493670886, 1.2, 0] +['Rizwan-uz-Zaman', 23.52, 36.81, 'OpenBat', 1981, 1989, 0.5, 0.8, 0] ['Rashid Khan', 13.66, 40.63, 'Fast', 1982, 1985, 0.5762081784386617, 1.084010840108401, 0] -['Saleem Malik', 43.26, 67.52, 'Bat', 1982, 1999, 0.5, 1.239632302302602, 12] -['Saleem Yousuf', 26.43, 390.75, 'WK', 1982, 1990, 0.5, 1.4, 0] +['Saleem Malik', 43.26, 67.52, 'Bat', 1982, 1999, 0.5, 1.2, 12] +['Saleem Yousuf', 26.43, 390.75, 'WK', 1982, 1990, 0.5, 1.2, 0] ['Tahir Naqqash', 14.89, 50.96, 'Fast', 1982, 1985, 0.5, 1.1095238095238096, 0] -['Ashraf Ali', 26.92, 394.87, 'WK', 1982, 1987, 0.5, 1.4, 0] +['Ashraf Ali', 26.92, 394.87, 'WK', 1982, 1987, 0.5, 1.2, 0] ['Jalal-ud-Din', 6.99, 40.79, 'Fast', 1982, 1985, 0.5, 0.9969367864104706, 0] ['Azeem Hafeez', 7.42, 46.29, 'Fast', 1983, 1985, 0.5, 1.125667151868025, 0] -['Qasim Umar', 36.16, 197.43, 'Bat', 1983, 1986, 0.5, 0.0, 0] +['Qasim Umar', 36.16, 197.43, 'Bat', 1983, 1986, 0.5, 1.2, 0] ['Shoaib Mohammad', 43.45, 54.46, 'OpenBat', 1983, 1995, 0.5, 0.9435009435009435, 0] -['Anil Dalpat', 12.19, 394.87, 'WK', 1984, 1985, 0.32938856015779094, 1.4, 0] -['Rameez Raja', 31.52, 396.04, 'OpenBat', 1984, 1997, 0.5, 1.4, 5] -['Mohsin Kamal', 7.38, 49.65, 'Fast', 1984, 1994, 0.5, 1.3402028238823491, 0] +['Anil Dalpat', 12.19, 394.87, 'WK', 1984, 1985, 0.32938856015779094, 1.2, 0] +['Rameez Raja', 31.52, 396.04, 'OpenBat', 1984, 1997, 0.5, 1.2, 5] +['Mohsin Kamal', 7.38, 49.65, 'Fast', 1984, 1994, 0.5, 1.2, 0] ['Manzoor Elahi', 19.11, 44.53, 'PartFast', 1984, 1995, 0.5, 0.9603009603009602, 0] ['Wasim Akram', 22.78, 23.76, 'Fast', 1985, 2002, 0.5, 0.9429442701197686, 25] -['Zulqarnain', 7.1, 390.75, 'WK', 1986, 1986, 0.5, 1.4, 0] -['Zakir Khan', 6.81, 39.26, 'Fast', 1986, 1989, 0.5, 1.2820512820512822, 0] -['Asif Mujtaba', 24.41, 39.48, 'PartSpin', 1986, 1997, 0.2857142857142857, 0.9962517261787334, 0] +['Zulqarnain', 7.1, 390.75, 'WK', 1986, 1986, 0.5, 1.2, 0] +['Zakir Khan', 6.81, 39.26, 'Fast', 1986, 1989, 0.5, 1.2, 0] +['Asif Mujtaba', 24.41, 39.74, 'PartSpin', 1986, 1997, 0.2857142857142857, 0.9962517261787334, 0] ['Saleem Jaffar', 4.8, 38.93, 'Fast', 1986, 1992, 0.5, 0.9890544066759, 0] ['Ijaz Ahmed', 37.9, 51.98, 'Bat', 1987, 2001, 0.5, 0.9333333333333333, 0] -['Aamer Malik', 29.22, 75.63, 'Bat', 1987, 1994, 0.3451435552840562, 1.2538743307974076, 0] +['Aamer Malik', 29.22, 75.63, 'Bat', 1987, 1994, 0.3451435552840562, 1.2, 0] ['Aaqib Javed', 5.39, 40.12, 'Fast', 1989, 1998, 0.3117283950617284, 1.043575107893638, 0] -['Shahid Saeed', 22.28, 135.5, 'PartMed', 1989, 1989, 0.8571428571428571, 1.05006105006105, 0] +['Shahid Saeed', 22.28, 51.57, 'PartMed', 1989, 1989, 0.8571428571428571, 1.05006105006105, 0] ['Waqar Younis', 10.37, 23.94, 'Fast', 1989, 2003, 0.4795821462488129, 1.1775362318840579, 17] -['Nadeem Abbasi', 18.23, 391.9, 'WK', 1989, 1989, 0.3709677419354839, 1.4, 0] -['Naved Anjum', 17.09, 34.1, 'Fast', 1989, 1990, 0.6197183098591549, 1.0410641989589358, 0] -['Akram Raza', 16.92, 40.48, 'PartSpin', 1989, 1995, 0.4135135135135135, 1.050406099625948, 0] +['Nadeem Abbasi', 18.23, 391.9, 'WK', 1989, 1989, 0.3709677419354839, 1.2, 0] +['Naved Anjum', 17.09, 36.46, 'Fast', 1989, 1990, 0.6197183098591549, 1.0410641989589358, 0] +['Akram Raza', 16.92, 40.48, 'Spin', 1989, 1995, 0.4135135135135135, 1.050406099625948, 0] ['Shahid Mahboob', 9.91, 34.9, 'Fast', 1989, 1989, 0.5, 0.9792928160275098, 0] ['Mushtaq Ahmed', 11.9, 33.51, 'Spin', 1990, 2003, 0.3588621444201313, 1.0581606738922273, 0] -['Nadeem Ghauri', 6.41, 31.99, 'PartSpin', 2005, 2006, 0.0, 0.7961783439490446, 0] -['Zahid Fazal', 19.8, 399.87, 'Bat', 1990, 1995, 0.31788079470198677, 1.4, 0] -['Moin Khan', 28.97, 405.82, 'WK', 1990, 2004, 0.511189854531891, 1.4, 13] +['Nadeem Ghauri', 6.41, 31.41, 'PartSpin', 2005, 2006, 0.0, 0.8, 0] +['Zahid Fazal', 19.8, 399.87, 'Bat', 1990, 1995, 0.31788079470198677, 1.2, 0] +['Moin Khan', 28.97, 405.82, 'WK', 1990, 2004, 0.511189854531891, 1.2, 13] ['Saeed Anwar', 46.27, 203.25, 'OpenBat', 1990, 2001, 0.5577426015141087, 1.0416666666666667, 7] -['Masood Anwar', 11.5, 32.4, 'Spin', 1990, 1990, 0.2422360248447205, 1.392396423452324, 0] +['Masood Anwar', 11.5, 34.3, 'Spin', 1990, 1990, 0.2422360248447205, 1.2, 0] ['Aamer Sohail', 35.86, 60.93, 'OpenPartSpin', 1992, 2000, 0.5532039976484421, 0.9569596234195115, 6] ['Ata-ur-Rehman', 7.89, 46.77, 'Fast', 1992, 1996, 0.39378238341968913, 1.1843523936782934, 0] -['Inzamam-ul-Haq', 49.0, 138.17, 'Bat', 1992, 2007, 0.5402263689201591, 1.8264840182648403, 31] -['Rashid Latif', 28.77, 200.0, 'WK', 1992, 2003, 0.4742445054945055, 1.76678445229682, 6] -['Basit Ali', 26.78, 201.21, 'Bat', 1993, 1995, 0.47587354409317806, 2.181818181818182, 0] -['Aamer Nazir', 3.96, 44.43, 'Fast', 1993, 1995, 0.2246376811594203, 1.2323041197213385, 0] -['Nadeem Khan', 10.38, 44.21, 'PartSpin', 1993, 1999, 0.3333333333333333, 1.1574074074074077, 0] -['Shakeel Ahmed jnr', 22.86, 402.41, 'OpenBat', 1993, 1995, 0.3756345177664975, 1.4, 0] +['Inzamam-ul-Haq', 49.0, 52.56, 'Bat', 1992, 2007, 0.5402263689201591, 1.2, 31] +['Rashid Latif', 28.77, 200.0, 'WK', 1992, 2003, 0.4742445054945055, 1.2, 6] +['Basit Ali', 26.78, 201.21, 'Bat', 1993, 1995, 0.47587354409317806, 1.2, 0] +['Aamer Nazir', 3.96, 44.43, 'Fast', 1993, 1995, 0.2246376811594203, 1.2, 0] +['Nadeem Khan', 10.38, 44.21, 'Spin', 1993, 1999, 0.3333333333333333, 1.1574074074074077, 0] +['Shakeel Ahmed jnr', 22.86, 402.41, 'OpenBat', 1993, 1995, 0.3756345177664975, 1.2, 0] ['Ashfaq Ahmed', 8.57, 42.39, 'Fast', 1993, 1993, 0.2, 0.8379446640316206, 0] -['Atif Rauf', 24.32, 402.41, 'Bat', 1994, 1994, 0.2808988764044944, 1.4, 0] -['Kabir Khan', 8.2, 34.2, 'Fast', 1994, 1995, 0.26666666666666666, 1.2324774462179044, 0] -['Ijaz Ahmed jnr', 26.68, 45.61, 'Bat', 1995, 1995, 0.28431372549019607, 0.5474452554744524, 0] +['Atif Rauf', 24.32, 402.41, 'Bat', 1994, 1994, 0.2808988764044944, 1.2, 0] +['Kabir Khan', 8.2, 36.91, 'Fast', 1994, 1995, 0.26666666666666666, 1.2, 0] +['Ijaz Ahmed jnr', 26.68, 44.97, 'Bat', 1995, 1995, 0.28431372549019607, 0.8, 0] ['Saqlain Mushtaq', 14.31, 29.47, 'Spin', 1995, 2004, 0.257285595337219, 0.906329409702953, 0] -['Mohammad Akram', 4.61, 46.58, 'Fast', 1995, 2001, 0.22857142857142856, 1.2330409027945577, 0] -['Saleem Elahi', 18.97, 396.3, 'OpenBat', 1995, 2003, 0.39492753623188404, 1.4, 0] -['Shadab Kabir', 19.85, 148.89, 'OpenBat', 1996, 2002, 0.36633663366336633, 3.125, 0] -['Azam Khan', 22.43, 406.5, 'Bat', 1996, 1996, 0.6363636363636364, 1.4, 0] -['Shahid Nazir', 9.4, 32.66, 'Fast', 1996, 2007, 0.46411483253588515, 1.142573124979415, 0] -['Hasan Raza', 28.79, 152.6, 'Bat', 1996, 2005, 0.38651315789473684, 0.3424657534246575, 0] +['Mohammad Akram', 4.61, 46.58, 'Fast', 1995, 2001, 0.22857142857142856, 1.2, 0] +['Saleem Elahi', 18.97, 396.3, 'OpenBat', 1995, 2003, 0.39492753623188404, 1.2, 0] +['Shadab Kabir', 19.85, 63.02, 'OpenBat', 1996, 2002, 0.36633663366336633, 1.2, 0] +['Azam Khan', 22.43, 406.5, 'Bat', 1996, 1996, 0.6363636363636364, 1.2, 0] +['Shahid Nazir', 9.4, 34.81, 'Fast', 1996, 2007, 0.46411483253588515, 1.142573124979415, 0] +['Hasan Raza', 28.79, 66.99, 'Bat', 1996, 2005, 0.38651315789473684, 0.8, 0] ['Mohammad Hussain', 15.78, 36.78, 'Spin', 1996, 1998, 0.4864864864864865, 1.039426523297491, 0] -['Mohammad Wasim', 28.24, 400.0, 'Bat', 1996, 2000, 0.4484536082474227, 1.4, 0] -['Zahoor Elahi', 24.35, 406.5, 'OpenBat', 1996, 1996, 0.38961038961038963, 1.4, 0] -['Mohammad Zahid', 5.3, 43.67, 'Fast', 1996, 2003, 0.08235294117647059, 1.3024076380240766, 0] -['Ali Naqvi', 23.41, 49.41, 'OpenBat', 1997, 1998, 0.35745937961595275, 1.9434628975265016, 0] +['Mohammad Wasim', 28.24, 400.0, 'Bat', 1996, 2000, 0.4484536082474227, 1.2, 0] +['Zahoor Elahi', 24.35, 406.5, 'OpenBat', 1996, 1996, 0.38961038961038963, 1.2, 0] +['Mohammad Zahid', 5.3, 43.67, 'Fast', 1996, 2003, 0.08235294117647059, 1.2, 0] +['Ali Naqvi', 23.41, 49.1, 'OpenBat', 1997, 1998, 0.35745937961595275, 1.2, 0] ['Azhar Mahmood', 28.37, 36.7, 'Fast', 1997, 2001, 0.5079006772009029, 0.9687672747374241, 0] -['Mohammad Ramzan', 25.08, 405.82, 'Bat', 1997, 1997, 0.2553191489361702, 1.4, 0] -['Ali Hussain Rizvi', 4.61, 45.89, 'Spin', 1997, 1997, 0.5, 1.3949433304272014, 0] -['Arshad Khan', 7.69, 33.71, 'Spin', 1997, 2005, 0.18452380952380953, 0.7667241709794901, 0] +['Mohammad Ramzan', 25.08, 405.82, 'Bat', 1997, 1997, 0.2553191489361702, 1.2, 0] +['Ali Hussain Rizvi', 4.61, 45.89, 'Spin', 1997, 1997, 0.5, 1.2, 0] +['Arshad Khan', 7.69, 33.71, 'Spin', 1997, 2005, 0.18452380952380953, 0.8, 0] ['Shoaib Akhtar', 9.75, 27.65, 'Fast', 1997, 2007, 0.4143183549124143, 1.1271761411919134, 0] -['Fazl-e-Akbar', 6.14, 32.44, 'Fast', 1998, 2004, 0.4, 1.1743886743886744, 0] +['Fazl-e-Akbar', 6.14, 34.7, 'Fast', 1998, 2004, 0.4, 1.1743886743886744, 0] ['Mohammad Yousuf', 49.36, 188.8, 'Bat', 1998, 2010, 0.5239354300027832, 0.9803921568627451, 9] ['Shahid Afridi', 34.47, 39.31, 'OpenSpin', 1998, 2010, 0.8697415103902686, 1.049148526035336, 1] -['Shakeel Ahmed snr', 7.87, 36.98, 'Spin', 1998, 1998, 0.027777777777777776, 0.9067681435172601, 0] -['Naved Ashraf', 19.33, 396.3, 'OpenBat', 1998, 2000, 0.32989690721649484, 1.4, 0] -['Wajahatullah Wasti', 26.59, 142.74, 'OpenBat', 1999, 2000, 0.40869565217391307, 0.9132420091324202, 0] -['Imran Nazir', 24.9, 395.13, 'OpenBat', 1999, 2002, 0.584931506849315, 1.4, 0] +['Shakeel Ahmed snr', 7.87, 37.12, 'Spin', 1998, 1998, 0.027777777777777776, 0.9067681435172601, 0] +['Naved Ashraf', 19.33, 396.3, 'OpenBat', 1998, 2000, 0.32989690721649484, 1.2, 0] +['Wajahatullah Wasti', 26.59, 57.13, 'OpenBat', 1999, 2000, 0.40869565217391307, 0.9132420091324202, 0] +['Imran Nazir', 24.9, 395.13, 'OpenBat', 1999, 2002, 0.584931506849315, 1.2, 0] ['Abdul Razzaq', 27.7, 39.83, 'Fast', 1999, 2006, 0.41046192786332, 1.0577495762129474, 0] ['Younis Khan', 47.79, 54.87, 'Bat', 2000, 2017, 0.5212387096774194, 1.1632314617389243, 9] -['Atiq-uz-Zaman', 16.27, 395.13, 'WK', 2000, 2000, 0.5098039215686274, 1.4, 0] -['Irfan Fazil', 8.71, 51.2, 'Fast', 2000, 2000, 0.12903225806451613, 2.782534246575343, 0] -['Qaiser Abbas', 21.77, 52.69, 'PartSpin', 2000, 2000, 0.13333333333333333, 0.7491438356164384, 0] +['Atiq-uz-Zaman', 16.27, 395.13, 'WK', 2000, 2000, 0.5098039215686274, 1.2, 0] +['Irfan Fazil', 8.71, 51.2, 'Fast', 2000, 2000, 0.12903225806451613, 1.2, 0] +['Qaiser Abbas', 21.77, 50.23, 'PartSpin', 2000, 2000, 0.13333333333333333, 0.8, 0] ['Danish Kaneria', 6.57, 32.4, 'Spin', 2000, 2010, 0.4845222072678331, 0.9932793420426642, 0] -['Faisal Iqbal', 24.68, 184.45, 'Bat', 2001, 2010, 0.44165029469548134, 2.2292993630573252, 0] -['Imran Farhat', 29.42, 49.63, 'OpenBat', 2001, 2013, 0.482897384305835, 1.2668674026987843, 0] -['Misbah-ul-Haq', 42.78, 366.97, 'Bat', 2001, 2017, 0.44533515265222584, 1.4, 56] +['Faisal Iqbal', 24.68, 184.45, 'Bat', 2001, 2010, 0.44165029469548134, 1.2, 0] +['Imran Farhat', 29.42, 49.63, 'OpenBat', 2001, 2013, 0.482897384305835, 1.2, 0] +['Misbah-ul-Haq', 42.78, 366.97, 'Bat', 2001, 2017, 0.44533515265222584, 1.2, 56] ['Mohammad Sami', 10.69, 45.99, 'Fast', 2001, 2012, 0.30783817951959547, 1.1423179141507616, 0] -['Humayun Farhat', 17.13, 390.37, 'WK', 2001, 2001, 0.84375, 1.4, 0] +['Humayun Farhat', 17.13, 390.37, 'WK', 2001, 2001, 0.84375, 1.2, 0] ['Shoaib Malik', 32.27, 43.78, 'PartSpin', 2001, 2015, 0.4567990373044525, 1.0668633235004916, 3] -['Taufeeq Umar', 34.87, 129.15, 'OpenBat', 2001, 2014, 0.4471777844853607, 1.0744810744810744, 0] -['Naved Latif', 20.48, 387.22, 'OpenBat', 2002, 2002, 0.5263157894736842, 1.4, 0] -['Kamran Akmal', 28.4, 368.89, 'WK', 2002, 2010, 0.6310772163965681, 1.4, 0] +['Taufeeq Umar', 34.87, 50.81, 'OpenBat', 2001, 2014, 0.4471777844853607, 1.0744810744810744, 0] +['Naved Latif', 20.48, 387.22, 'OpenBat', 2002, 2002, 0.5263157894736842, 1.2, 0] +['Kamran Akmal', 28.4, 368.89, 'WK', 2002, 2010, 0.6310772163965681, 1.2, 0] ['Mohammad Hafeez', 36.2, 33.13, 'OpenPartSpin', 2003, 2016, 0.5633159268929504, 0.8468171905971109, 1] -['Shabbir Ahmed', 6.64, 30.58, 'Fast', 2003, 2005, 0.37606837606837606, 0.8943794909268055, 0] +['Shabbir Ahmed', 6.64, 31.34, 'Fast', 2003, 2005, 0.37606837606837606, 0.8943794909268055, 0] ['Umar Gul', 9.13, 31.49, 'Fast', 2003, 2013, 0.4792358803986711, 1.101900495587338, 0] -['Yasir Hameed', 29.89, 154.89, 'OpenBat', 2003, 2010, 0.5761205564142194, 1.7638412542871142, 0] -['Farhan Adil', 20.62, 385.36, 'Bat', 2003, 2003, 0.4782608695652174, 1.4, 0] -['Salman Butt', 28.1, 81.24, 'OpenBat', 2003, 2010, 0.4720139930034983, 1.478450881026547, 5] +['Yasir Hameed', 29.89, 84.8, 'OpenBat', 2003, 2010, 0.5761205564142194, 1.2, 0] +['Farhan Adil', 20.62, 385.36, 'Bat', 2003, 2003, 0.4782608695652174, 1.2, 0] +['Salman Butt', 28.1, 81.24, 'OpenBat', 2003, 2010, 0.4720139930034983, 1.2, 5] ['Yasir Ali', 7.77, 40.52, 'Fast', 2003, 2003, 0.2, 0.9136212624584719, 0] -['Asim Kamal', 28.47, 377.6, 'Bat', 2003, 2005, 0.4723320158102767, 1.4, 0] -['Naved-ul-Hasan', 14.7, 36.14, 'Fast', 2004, 2007, 0.8415492957746479, 1.274699334567876, 0] +['Asim Kamal', 28.47, 377.6, 'Bat', 2003, 2005, 0.4723320158102767, 1.2, 0] +['Naved-ul-Hasan', 14.7, 36.14, 'Fast', 2004, 2007, 0.8415492957746479, 1.2, 0] ['Riaz Afridi', 9.33, 38.05, 'Fast', 2004, 2004, 0.75, 0.9171410499683744, 0] -['Mohammad Khalil', 7.07, 44.16, 'PartMed', 2004, 2005, 0.13846153846153847, 1.352265043948614, 0] +['Mohammad Khalil', 7.07, 41.43, 'Med', 2004, 2005, 0.13846153846153847, 1.2, 0] ['Mohammad Asif', 4.96, 28.0, 'Fast', 2005, 2010, 0.3045356371490281, 0.9514600657513053, 0] -['Bazid Khan', 20.97, 372.44, 'Bat', 2005, 2005, 0.6808510638297872, 1.4, 0] -['Iftikhar Anjum', 9.2, 36.24, 'PartMed', 2006, 2006, 0.23076923076923078, 1.410373066424022, 0] +['Bazid Khan', 20.97, 372.44, 'Bat', 2005, 2005, 0.6808510638297872, 1.2, 0] +['Iftikhar Anjum', 9.2, 34.4, 'PartMed', 2006, 2006, 0.23076923076923078, 1.2, 0] ['Abdur Rehman', 12.42, 30.01, 'Spin', 2007, 2014, 0.4242749731471536, 0.8017000080812829, 0] ['Sohail Tanvir', 14.79, 36.81, 'Fast', 2007, 2007, 0.38636363636363635, 1.1942554799697656, 0] -['Yasir Arafat', 18.03, 31.98, 'Fast', 2007, 2009, 0.46766169154228854, 1.3305992253360674, 0] -['Khurram Manzoor', 25.29, 370.14, 'OpenBat', 2009, 2014, 0.44718117131910234, 1.4, 0] +['Yasir Arafat', 18.03, 31.98, 'Fast', 2007, 2009, 0.46766169154228854, 1.2, 0] +['Khurram Manzoor', 25.29, 370.14, 'OpenBat', 2009, 2014, 0.44718117131910234, 1.2, 0] ['Sohail Khan', 10.05, 33.04, 'Fast', 2009, 2016, 0.7682926829268293, 1.1759745780428996, 0] -['Mohammad Talha', 6.94, 46.29, 'Fast', 2009, 2014, 0.4722222222222222, 1.3014288173523842, 0] +['Mohammad Talha', 6.94, 46.29, 'Fast', 2009, 2014, 0.4722222222222222, 1.2, 0] ['Abdur Rauf', 8.93, 32.25, 'Fast', 2009, 2009, 0.30952380952380953, 1.1729957805907172, 0] ['Mohammad Amir', 12.21, 30.72, 'Fast', 2009, 2017, 0.37026406429391506, 0.9327799111325278, 0] ['Saeed Ajmal', 10.18, 26.01, 'Spin', 2009, 2014, 0.4168207024029575, 0.8246957049227889, 0] -['Fawad Alam', 32.91, 366.97, 'OpenBat', 2009, 2009, 0.5668934240362812, 1.4, 0] -['Umar Akmal', 31.28, 369.12, 'Bat', 2009, 2011, 0.6598684210526315, 1.4, 0] -['Sarfraz Ahmed', 37.21, 370.71, 'WK', 2010, 2017, 0.7234600262123198, 1.4, 2] -['Azhar Ali', 43.21, 50.48, 'Bat', 2010, 2017, 0.41645014615134784, 1.3586925179640374, 1] +['Fawad Alam', 30.36, 366.97, 'OpenBat', 2009, 2009, 0.5668934240362812, 1.2, 0] +['Umar Akmal', 31.28, 369.12, 'Bat', 2009, 2011, 0.6598684210526315, 1.2, 0] +['Sarfraz Ahmed', 37.21, 370.71, 'WK', 2010, 2017, 0.7234600262123198, 1.2, 2] +['Azhar Ali', 43.21, 50.48, 'Bat', 2010, 2017, 0.41645014615134784, 1.2, 1] ['Umar Amin', 19.49, 42.99, 'PartMed', 2010, 2010, 0.5, 0.9062140391254314, 0] -['Zulqarnain Haider', 17.32, 369.12, 'WK', 2010, 2010, 0.43781094527363185, 1.4, 0] +['Zulqarnain Haider', 17.32, 369.12, 'WK', 2010, 2010, 0.43781094527363185, 1.2, 0] ['Wahab Riaz', 7.7, 33.59, 'Fast', 2010, 2017, 0.4175977653631285, 1.0986046707475619, 0] -['Adnan Akmal', 20.74, 370.14, 'WK', 2010, 2014, 0.4407158836689038, 1.4, 0] +['Adnan Akmal', 20.74, 370.14, 'WK', 2010, 2014, 0.4407158836689038, 1.2, 0] ['Asad Shafiq', 36.81, 185.36, 'Bat', 2010, 2017, 0.47490144546649143, 1.0687325058667194, 0] -['Tanvir Ahmed', 14.84, 38.31, 'Fast', 2010, 2013, 0.6273062730627307, 1.224335354372562, 0] -['Mohammad Salman', 14.0, 368.21, 'WK', 2011, 2011, 0.43859649122807015, 1.4, 0] -['Aizaz Cheema', 4.38, 29.38, 'Fast', 2011, 2012, 0.043478260869565216, 1.0159235668789808, 0] +['Tanvir Ahmed', 14.84, 38.31, 'Fast', 2010, 2013, 0.6273062730627307, 1.2, 0] +['Mohammad Salman', 14.0, 368.21, 'WK', 2011, 2011, 0.43859649122807015, 1.2, 0] +['Aizaz Cheema', 4.38, 32.6, 'Fast', 2011, 2012, 0.043478260869565216, 1.0159235668789808, 0] ['Junaid Khan', 6.14, 33.38, 'Fast', 2011, 2015, 0.39869281045751637, 0.9378609859404107, 0] -['Mohammad Ayub', 23.27, 370.14, 'Bat', 2012, 2012, 0.27976190476190477, 1.4, 0] -['Nasir Jamshed', 19.75, 371.17, 'OpenBat', 2013, 2013, 0.4766355140186916, 1.4, 0] +['Mohammad Ayub', 23.27, 370.14, 'Bat', 2012, 2012, 0.27976190476190477, 1.2, 0] +['Nasir Jamshed', 19.75, 371.17, 'OpenBat', 2013, 2013, 0.4766355140186916, 1.2, 0] ['Rahat Ali', 4.95, 33.02, 'Fast', 2013, 2016, 0.37158469945355194, 1.028332429417602, 0] ['Mohammad Irfan', 3.72, 41.63, 'Fast', 2013, 2013, 0.3218390804597701, 1.0473130631439138, 0] -['Ehsan Adil', 8.01, 34.38, 'Fast', 2013, 2015, 0.5121951219512195, 1.0481358724170227, 0] -['Shan Masood', 21.08, 187.56, 'OpenBat', 2013, 2017, 0.4029957203994294, 1.5224358974358974, 0] +['Ehsan Adil', 8.01, 36.97, 'Fast', 2013, 2015, 0.5121951219512195, 1.0481358724170227, 0] +['Shan Masood', 21.08, 187.56, 'OpenBat', 2013, 2017, 0.4029957203994294, 1.2, 0] ['Zulfiqar Babar', 8.31, 33.28, 'Spin', 2013, 2016, 0.6956521739130435, 0.9113778829263979, 0] -['Ahmed Shehzad', 33.97, 60.57, 'OpenBat', 2014, 2017, 0.509865005192108, 1.129032258064516, 0] -['Bilawal Bhatti', 10.77, 35.52, 'Fast', 2014, 2014, 0.45751633986928103, 1.2735787124162985, 0] +['Ahmed Shehzad', 33.97, 59.39, 'OpenBat', 2014, 2017, 0.509865005192108, 1.129032258064516, 0] +['Bilawal Bhatti', 10.77, 35.52, 'Fast', 2014, 2014, 0.45751633986928103, 1.2, 0] ['Imran Khan', 2.52, 31.38, 'Fast', 2014, 2017, 0.2222222222222222, 1.0948715731211622, 0] ['Yasir Shah', 12.05, 28.45, 'Spin', 2014, 2017, 0.4564102564102564, 1.0137454057380895, 0] -['Sami Aslam', 26.68, 379.03, 'OpenBat', 2015, 2017, 0.391124871001032, 1.4, 0] +['Sami Aslam', 26.68, 379.03, 'OpenBat', 2015, 2017, 0.391124871001032, 1.2, 0] ['Iftikhar Ahmed', 25.31, 31.73, 'PartSpin', 2016, 2016, 1.0, 0.9677419354838709, 0] -['Babar Azam', 20.88, 379.03, 'Bat', 2016, 2017, 0.4418604651162791, 1.4, 0] -['Mohammad Nawaz (3)', 19.8, 33.46, 'Spin', 2016, 2016, 0.3184713375796178, 0.7428619556978016, 0] -['Mohammad Rizwan', 29.38, 379.03, 'Bat', 2016, 2016, 0.38235294117647056, 1.4, 0] -['Sharjeel Khan', 25.8, 377.48, 'OpenBat', 2017, 2017, 0.9777777777777777, 1.4, 0] -['Mohammad Abbas', 2.89, 28.19, 'Fast', 2017, 2017, 0.08943089430894309, 0.78221872917336, 0] -['Shadab Khan', 18.35, 36.49, 'PartSpin', 2017, 2017, 0.425, 1.1655948553054662, 0] -['Hasan Ali', 7.29, 32.61, 'Fast', 2017, 2017, 1.1764705882352942, 0.7409805944411395, 0] -['Haris Sohail', 39.25, 188.74, 'Spin', 2017, 2017, 0.4524421593830334, 0.9061677871967262, 0] +['Babar Azam', 20.88, 379.03, 'Bat', 2016, 2017, 0.4418604651162791, 1.2, 0] +['Mohammad Nawaz (3)', 19.8, 33.46, 'Spin', 2016, 2016, 0.3184713375796178, 0.8, 0] +['Mohammad Rizwan', 29.38, 379.03, 'Bat', 2016, 2016, 0.38235294117647056, 1.2, 0] +['Sharjeel Khan', 25.8, 377.48, 'OpenBat', 2017, 2017, 0.9777777777777777, 1.2, 0] +['Mohammad Abbas', 2.89, 29.81, 'Fast', 2017, 2017, 0.08943089430894309, 0.8, 0] +['Shadab Khan', 18.35, 36.49, 'Spin', 2017, 2017, 0.425, 1.1655948553054662, 0] +['Hasan Ali', 7.29, 32.61, 'Fast', 2017, 2017, 1.1764705882352942, 0.8, 0] +['Haris Sohail', 38.18, 188.74, 'Spin', 2017, 2017, 0.4524421593830334, 0.9061677871967262, 0] diff --git a/playersconvert.py b/playersconvert.py index 6df0abc..23b0a50 100644 --- a/playersconvert.py +++ b/playersconvert.py @@ -49,7 +49,7 @@ MidYear.append(Years[i][0]) Years.append(ERYears[i][1]) - for i in range (1, len(Lines)): + for i in range (0, len(Lines)): GameData = [] Input = Lines[i] Set = Input.split(',') @@ -87,6 +87,9 @@ CaptGames = Set[16] WKGames = Set[17] OpenInns = Set[18] + + FCBatAv = min(FCBatAv, 50) + FCBowlAv = max (FCBowlAv, 23) GameData.append(Set[0]) @@ -112,11 +115,12 @@ RawTestBatAv = Runs if TimesOut < 35: if LastYear >= 2016 and TimesOut < 20: - AdjustedBatAv = max(3,(min(FCBatAv/1.25,FCBatAv-10))) - AdjustedBatAv = ((TimesOut*RawTestBatAv) + ((35-TimesOut)*(AdjustedBatAv)))/35 + x = max(3,(min(FCBatAv/1.25,FCBatAv-10))) + AdjustedBatAv = ((TimesOut*RawTestBatAv) + ((35-TimesOut)*x))/35 elif FCGames >= 30: - AdjustedBatAv = ((TimesOut*RawTestBatAv) + ((35-TimesOut)*(FCBatAv/1.75)))/35 - elif (FCGames+TimesOut) <= 30: + x = max((1.75 - (FCGames-30)/750), (4/3)) + AdjustedBatAv = ((TimesOut*RawTestBatAv) + ((35-TimesOut)*(FCBatAv/x)))/35 + elif FCGames < 30: AdjustedBatAv = (RawTestBatAv/3) + (FCBatAv/5.25) + 6 else: AdjustedBatAv = RawTestBatAv @@ -127,7 +131,7 @@ if Wickets != 0: RawBowlAv = (RunsAllowed/Wickets) else: - RawBowlAv = 300 + RawBowlAv = max (40, RunsAllowed) if BallsBowled == 0: AdjustedBowlAv = 400 elif FCWickets < 10: @@ -137,7 +141,9 @@ AdjustedBowlAv = ((RawBowlAv*BallsBowled) + ((10000-BallsBowled)*AdjustedBowlAv))/10000 elif BallsBowled < 10000 and FCWickets >= 100: - AdjustedBowlAv = ((RawBowlAv*BallsBowled) + ((10000-BallsBowled)*FCBowlAv*1.75))/10000 + x = max((4/3), 1.75 - (FCWickets-100)/2000) + AdjustedBowlAv = ((RawBowlAv*BallsBowled) + ((10000-BallsBowled)*FCBowlAv*x))/10000 + elif BallsBowled < 10000 and FCWickets < 100: AdjustedBowlAv= (RawBowlAv/3) + (FCBowlAv*(7/12)) + 20 if BallsBowled > 10000: @@ -148,11 +154,11 @@ EraAdjustedBowlAv = round(EraAdjustedBowlAv, 2) GameData.append(EraAdjustedBowlAv) - if WKGames >= 10 or (WKGames/Tests) >=0.5: + if WKGames >= 40 or (WKGames/Tests) >=(1/3): Role = 'WK' elif (BallsBowled/Tests) < 24: Role = 'Bat' - elif (Wickets/Tests) < 1.5: + elif (Wickets/Tests) < 1.5 and ((BallsBowled/Tests) < 90 or EraAdjustedBatAv > 20): if 'fast' in BowlStyle: Role = 'PartFast' elif 'spin' in BowlStyle or 'break' in BowlStyle or 'slow' in BowlStyle: @@ -167,7 +173,7 @@ else: Role = 'Med' - if OpenInns > 20 or (OpenInns/Tests > 0.8): + if OpenInns > 50 or (OpenInns/Tests > 0.8): Role = 'Open' + Role try: @@ -178,7 +184,16 @@ try: BowlER = (RunsAllowed/BallsBowled) / (float(EconAv)/6) except: - BowlER = 1.4 + BowlER = 1.2 + + if BowlER == 0: + BowlER = 1.2 + + if BowlER > 1.2: + BowlER = 1.2 + + if BowlER < 0.8: + BowlER = 0.8 GameData.append(Role) GameData.append(FirstYear) diff --git a/scrapetestlists.py b/scrapetestlists.py new file mode 100644 index 0000000..e1b8b52 --- /dev/null +++ b/scrapetestlists.py @@ -0,0 +1,66 @@ +from bs4 import BeautifulSoup +import requests +import re + +def get_num(x): + return int(''.join(ele for ele in x if ele.isdigit())) + +def gamescrape (Year): + url = str('http://stats.espncricinfo.com/ci/engine/records/team/match_results.html?class=1;id='+str(Year)+';type=year') + r = requests.get(url) + #print (url) + data = r.content + soup = BeautifulSoup(data, 'html.parser') + games = soup.find(text = 'Team 1').parent.parent.parent.parent.contents[5] + return games + + +g = open('testmatchlist.txt', 'w') +g.close() + +for x in range (1877, 2019): + y = 0 + try: + games = gamescrape(x) + y = len(games) + + except: + continue + z = int((y-1)/2) + for j in range (1, 2*z, 2): + try: + Test = games.contents[j] + + Details = [] + Details.append(x) + + for i in range (1, 4): + try: + Details.append(Test.contents[i].contents[0].contents[0]) + except: + continue + for i in range (6, 14): + try: + Details.append(Test.contents[i].contents[0].contents[0]) + except: + continue + try: + Details.append(Test.contents[5].contents[0].contents[0]) + Details.append(str(Test.contents[7])[33:-5]) + except: + Details.append('Draw') + Details.append('Draw') + Details.append(str(Test.contents[11])[20:-5]) + n = get_num(str(Test.contents[13].contents[0])[27:-14]) + #/ci/engine/match/62397.html + Details.append(n) + + print (Details) + f = open('testmatchlist.txt', 'a') + f.write(str(Details)) + f.write('\n') + f.close() + + except: + continue + diff --git a/series.py b/series.py new file mode 100644 index 0000000..b239d70 --- /dev/null +++ b/series.py @@ -0,0 +1,268 @@ +import pexpect, time, shutil, os + +print ('') +print ('') +print ('Team Selection - historical teams only.') + +a = input("Type 'all' for all-time teams, 'random' for a random year, or input a year (or range of years): ") +b = input('Enter the name of the first team in the series: ') +a1 = input("Type 'all' for all-time teams, 'random' for a random year, or input a year (or range of years): ") +c = input('Enter the name of the second team in the series: ') +length = 1 + int(input('How many Test matches should be in the series? ')) +folder = str(input('Input the name of the folder to save scorecards to. ')) + +try: + os.mkdir(folder) +except: + folder = folder + +print ('') + +def game (x, t, t1, y, z): + cricket = pexpect.spawn('python3 cricket.py') + time.sleep (0.1) + cricket.expect_exact("Type 'h' for historical teams, 'c' for custom teams, or 'r' to recreate a real test match. ") + cricket.sendline ('h') + time.sleep (0.1) + cricket.expect_exact("Type 'all' for all-time teams, 'random' for a random year, or input a year (or range of years):") + cricket.sendline (t) + time.sleep (0.1) + cricket.expect("Select a team. The options are: ") + cricket.sendline (y) + time.sleep (0.1) + cricket.expect_exact("Type 'h' for historical teams, 'c' for custom teams, or 'r' to recreate a real test match. ") + cricket.sendline ('h' ) + time.sleep (0.1) + cricket.expect_exact("Type 'all' for all-time teams, 'random' for a random year, or input a year (or range of years):") + cricket.sendline (t1) + time.sleep (0.1) + cricket.expect("Select a team. The options are: ") + cricket.sendline (z) + time.sleep (0.1) + cricket.expect_exact('Enter "slow" to watch the game in over-by-over mode, or anything else to proceed with quicksim.') + cricket.sendline (' ' ) + time.sleep (0.5) + cricket.expect('Man of the Match:') + shutil.copy('scorecard.txt','{}/scorecard{}.txt'.format(folder, x)) + print ('Game {} simulated.'.format(x)) + +for i in range (1, length): + try: + game (i, a, a1, b, c,) + f=open('{}/scorecard{}.txt'.format(folder, i),'r') + result = f.readlines()[-3] + f.close() + e=open('{}/results.txt'.format(folder),'a') + e.write(result) + e.close() + print (result) + except: + print ('Invalid inputs! ') + break + +bwins = 0 +cwins = 0 +results = [] +q = open('{}/results.txt'.format(folder),'r+') +q.write('\n') +for line in q: + results.append(line) +for i in range (len(results)): + if '{} wins'.format(b) in results[i]: + bwins = bwins + 1 + elif '{} wins'.format(c) in results[i]: + cwins = cwins + 1 +if bwins > cwins: + print ('{} wins the series, {} games to {}'.format(b, bwins, cwins)) + q.write('{} wins the series, {} games to {}'.format(b, bwins, cwins)) +elif cwins > bwins: + print ('{} wins the series, {} games to {}'.format(c, cwins, bwins)) + q.write('{} wins the series, {} games to {}'.format(c, cwins, bwins)) +else: + print ('Series drawn, {} wins each.'.format(bwins)) + q.write('Series drawn, {} wins each.'.format(bwins)) +q.close() + + + + + +for j in range (1, length): + scorecard = [] + f = open('{}/scorecard{}.txt'.format(folder,j),'r') + for line in f: + scorecard.append(line) + f.close() + + def batcard (x, y): + for i in range (x, y): + n = scorecard[i].rfind('(') + balls = int(scorecard[i][n+1:-2]) + runs = int(scorecard[i][n-4:n-1]) + if '*+' in scorecard[i]: + nameandout = scorecard[i][2:n-5].split(' ') + else: + nameandout = scorecard[i][1:n-5].split(' ') + if nameandout[-1] == '': + nameandout.pop() + name = nameandout[0] + dismissal = nameandout[-1] + dismissal = dismissal.strip() + if dismissal == 'not out' or dismissal == '': + outs = 0 + else: + outs = 1 + g.write('{}, {}, {}, {}'.format(name, outs, runs, balls)) + g.write('\n') + + def breakfind(x, y): + for i in range (x, y): + if scorecard[i] == '\n': + return i + break + + def bowlcard (x, y): + for i in range (x, y): + scorecard[i] = scorecard[i].split('- ') + scorecard[i][0] = scorecard[i][0].split(' ') + name = scorecard[i][0][0] + name = name.strip() + overs = int(scorecard[i][0][-1]) + maidens = int(scorecard[i][1]) + runs = int(scorecard[i][2]) + wickets = int(scorecard[i][3][:-1]) + g.write('{}, {}, {}, {}, {}'.format(name, overs, maidens, runs, wickets)) + g.write('\n') + + + g = open('{}/rawstats.txt'.format(folder),'a') + + batcard (5, 16) + a = breakfind (19, 30) + bowlcard (19, a) + + batcard (a+2, a+13) + b = breakfind (a+16, a+27) + bowlcard (a+16, b) + + try: + batcard (b+2, b+13) + c = breakfind (b+16, b+27) + bowlcard (b+16, c) + except: + continue + + try: + batcard (c+2, c+13) + d = breakfind (c+16, c+27) + bowlcard (c+16, d) + except: + continue + + g.close() + +f = open('{}/rawstats.txt'.format(folder),'r') +stats = [] +for line in f: + line = line.split(',') + line[1] = int(line[1]) + line[2] = int(line[2]) + line[3] = int(line[3]) + try: + line[4] = int(line[4]) + except: + line = line + stats.append(line) + +batnames = [] +bowlnames = [] +batstats = [] +bowlstats = [] + +for i in range (len(stats)): + if len(stats[i]) == 4: + if stats[i][0] not in batnames: + batnames.append(stats[i][0]) + else: + if stats[i][0] not in bowlnames: + bowlnames.append(stats[i][0]) + +for j in range (len(batnames)): + batstats.append([batnames[j],0,0,0]) + for i in range (len(stats)): + if len(stats[i]) == 4 and stats[i][0] == batstats[j][0]: + batstats[j][1] = batstats[j][1] + stats[i][1] + batstats[j][2] = batstats[j][2] + stats[i][2] + batstats[j][3] = batstats[j][3] + stats[i][3] + if batstats[j][1] == 0: + batstats[j][1] = 1 + + +for j in range (len(bowlnames)): + bowlstats.append([bowlnames[j],0,0,0,0]) + for i in range (len(stats)): + if len(stats[i]) == 5 and stats[i][0] == bowlstats[j][0]: + bowlstats[j][1] = bowlstats[j][1] + stats[i][1] + bowlstats[j][2] = bowlstats[j][2] + stats[i][2] + bowlstats[j][3] = bowlstats[j][3] + stats[i][3] + bowlstats[j][4] = bowlstats[j][4] + stats[i][4] + +batstats.sort(key=lambda x: x[2], reverse = True) +bowlstats.sort(key=lambda x: x[4], reverse = True) + +runssum = 0 +wicketssum = 0 + +g = open('{}/stats.txt'.format(folder),'a') +for i in range (len(batnames)): + g.write('{} - {} runs @ {}'.format(batstats[i][0], batstats[i][2], (round(batstats[i][2]/batstats[i][1],2)))) + g.write('\n') + runssum = runssum + batstats[i][2] + wicketssum = wicketssum + batstats[i][1] +g.close() +print ('') +h = open('{}/stats.txt'.format(folder),'a') + +for i in range (len(bowlnames)): + if bowlstats[i][4] > 0: + h.write('{} - {} wickets @ {} (ER: {}, SR: {})'.format(bowlstats[i][0], bowlstats[i][4], round((bowlstats[i][3]/bowlstats[i][4]),2), round((bowlstats[i][3]/bowlstats[i][1]),2),round((6*bowlstats[i][1]/bowlstats[i][4]),2))) + h.write('\n') +h.close() + +for i in range (8): + print ('{} - {} runs @ {}'.format(batstats[i][0], batstats[i][2], (round(batstats[i][2]/batstats[i][1],2)))) +print ('') +for i in range (8): + print ('{} - {} wickets @ {}'.format(bowlstats[i][0], bowlstats[i][4], round(bowlstats[i][3]/bowlstats[i][4],2))) + +for i in range (len(batnames)): + for j in range (len(bowlnames)): + if bowlstats[j][4] > 0 and batstats[i][1] > 0: + if batstats[i][0] == bowlstats[j][0]: + if batstats[i][2]/batstats[i][1] > 35 and bowlstats[i][1] > 3 and bowlstats[j][3]/bowlstats[j][4] < 35 and bowlstats[j][4] > 8: + print ('{} - {} runs @ {}, {} wickets @ {}'.format(batstats[i][0], batstats[i][2], (round(batstats[i][2]/batstats[i][1],2)), bowlstats[i][4], round(bowlstats[i][3]/bowlstats[i][4],2))) + +innings = [x for x in stats if len(x) == 4] +bowling = [x for x in stats if len(x) == 5] + +innings.sort(key = lambda x: x[2], reverse = True) + +print ('') + +if innings[0][1] == 1: + print ('Top score: {} - {}'.format(innings[0][0], innings[0][2])) +else: + print ('Top score: {} - {}*'.format(innings[0][0], innings[0][2])) + + +bowling.sort(key = lambda x: x[3]) +bowling.sort(key = lambda x: x[4], reverse = True) + +print ('Best bowling: {} {} - {} - {} - {}'.format(bowling[0][0], bowling[0][1], bowling[0][2], bowling[0][3], bowling[0][4])) + +print ('') + +print ('Overall: {} runs, {} wickets @ {}.'.format(runssum, wicketssum, (runssum/wicketssum))) + +print ('') +print ('') diff --git a/southafricadata.txt b/southafricadata.txt index 15237b1..3bc5138 100644 --- a/southafricadata.txt +++ b/southafricadata.txt @@ -1,297 +1,298 @@ -['CE Finlason', 18.68, 204.27, 'Bat', 1889, 1889, 0.5, 1.5909090909090908, 0] -['P Hutchinson', 12.13, 500, 'Bat', 1889, 1889, 0.5, 1.4, 0] -['GA Kempis', 11.06, 52.5, 'Med', 1889, 1889, 0.5, 1.2337662337662336, 0] -['WH Milton', 19.37, 312.17, 'PartMed', 1889, 1892, 0.5, 1.6421484775915154, 2] -['AE Ochse', 18.16, 500, 'Bat', 1889, 1889, 0.5, 1.4, 0] -['A Rose-Innes', 13.38, 55.74, 'OpenSpin', 1889, 1889, 0.5, 1.8963068181818181, 0] -['FW Smith', 18.36, 500, 'WK', 1889, 1896, 0.5, 1.4, 0] -['RB Stewart', 14.56, 500, 'Bat', 1889, 1889, 0.5, 1.4, 0] -['AB Tancred', 34.69, 500, 'OpenBat', 1889, 1889, 0.5, 1.4, 0] -['CH Vintcent', 15.16, 89.46, 'PartFast', 1889, 1892, 0.5, 1.4136087306819012, 0] -['WH Ashley', 10.8, 50.69, 'Med', 1889, 1889, 0.1111111111111111, 1.4976353126642143, 0] -['WHM Richards', 10.91, 500, 'Bat', 1889, 1889, 0.2222222222222222, 1.4, 0] -['NHCD Theunissen', 16.81, 196.91, 'PartFast', 1889, 1889, 0.4, 1.7386363636363633, 0] -['G Cripps', 23.64, 306.91, 'Bat', 1892, 1892, 0.5, 3.8016528925619837, 0] -['JF du Toit', 10.23, 306.91, 'PartMed', 1892, 1892, 0.5, 1.3709285367039379, 0] -['CG Fichardt', 11.0, 500, 'Bat', 1892, 1896, 0.5, 1.4, 0] -['EA Halliwell', 14.56, 492.21, 'WK', 1892, 1902, 0.5, 1.4, 3] -['F Hearne', 19.86, 62.05, 'OpenBat', 1889, 1896, 0.5, 1.5995734470807785, 0] -['CH Mills', 19.2, 65.84, 'Med', 1892, 1892, 0.5, 1.4698937426210155, 0] -['DC Parkin', 15.18, 62.83, 'Med', 1892, 1892, 0.5, 1.5638906547997458, 0] -['TW Routledge', 16.66, 500, 'OpenBat', 1892, 1896, 0.5, 1.4, 0] -['CS Wimble', 17.1, 500, 'Bat', 1892, 1892, 0.5, 1.4, 0] -['FJ Cook', 12.56, 480.96, 'Bat', 1896, 1896, 0.5, 1.4, 0] -['RA Gleeson', 13.02, 480.96, 'Bat', 1896, 1896, 0.5, 1.4, 0] -['CFW Hime', 11.64, 52.19, 'PartMed', 1896, 1896, 0.5, 1.321022727272727, 0] -['J Middleton', 5.23, 36.63, 'Spin', 1896, 1902, 0.5, 0.9300302996296711, 0] -['RM Poore', 25.05, 39.24, 'Bat', 1896, 1896, 0.5, 1.0416666666666665, 0] -['JH Sinclair', 29.07, 40.94, 'Fast', 1896, 1911, 0.5, 1.241983523184522, 0] -['JT Willoughby', 8.47, 240.48, 'Fast', 1896, 1896, 0.5, 1.3551136363636362, 0] -['WHB Frank', 9.42, 240.48, 'PartMed', 1896, 1896, 0.5, 2.101293103448276, 0] -['CL Johnson', 13.05, 240.48, 'PartFast', 1896, 1896, 0.5, 0.9542410714285714, 0] -['CB Llewellyn', 24.78, 38.59, 'Spin', 1896, 1912, 0.5, 1.3880206298351174, 0] -['GA Rowe', 5.03, 43.78, 'Spin', 1896, 1902, 0.5, 1.0229414051984564, 0] -['GH Shepstone', 15.76, 154.93, 'PartFast', 1896, 1899, 0.5, 0.9115888152577988, 0] -['GK Glover', 21.1, 48.0, 'PartSpin', 1896, 1896, 0.5, 1.0096153846153846, 0] -['AR Richards', 13.7, 480.96, 'OpenBat', 1896, 1896, 0.5, 1.4, 0] -['AW Seccull', 21.68, 43.29, 'Med', 1896, 1896, 0.5, 1.4453125, 0] -['M Bisset', 18.7, 500, 'WK', 1899, 1910, 0.5, 1.4, 2] -['RR Dower', 10.81, 491.4, 'Bat', 1899, 1899, 0.5, 1.4, 0] -['HH Francis', 14.38, 491.4, 'Bat', 1899, 1899, 0.5, 1.4, 0] +['OR Dunell', 21.17, 500, 'Bat', 1889, 1889, 0.5, 1.2, 0] +['CE Finlason', 18.68, 72.37, 'Bat', 1889, 1889, 0.5, 1.2, 0] +['P Hutchinson', 12.13, 500, 'Bat', 1889, 1889, 0.5, 1.2, 0] +['GA Kempis', 11.06, 61.53, 'Med', 1889, 1889, 0.5, 1.2, 0] +['WH Milton', 19.37, 312.17, 'PartMed', 1889, 1892, 0.5, 1.2, 2] +['AE Ochse', 18.16, 500, 'Bat', 1889, 1889, 0.5, 1.2, 0] +['A Rose-Innes', 13.38, 60.91, 'OpenSpin', 1889, 1889, 0.5, 1.2, 0] +['FW Smith', 18.36, 500, 'WK', 1889, 1896, 0.5, 1.2, 0] +['RB Stewart', 14.56, 500, 'Bat', 1889, 1889, 0.5, 1.2, 0] +['AB Tancred', 34.69, 500, 'OpenBat', 1889, 1889, 0.5, 1.2, 0] +['CH Vintcent', 15.16, 89.46, 'Fast', 1889, 1892, 0.5, 1.2, 0] +['WH Ashley', 10.8, 58.73, 'Med', 1889, 1889, 0.1111111111111111, 1.2, 0] +['WHM Richards', 10.91, 500, 'Bat', 1889, 1889, 0.2222222222222222, 1.2, 0] +['NHCD Theunissen', 16.81, 78.04, 'PartFast', 1889, 1889, 0.4, 1.2, 0] +['G Cripps', 23.64, 306.91, 'Bat', 1892, 1892, 0.5, 1.2, 0] +['JF du Toit', 10.23, 306.91, 'PartMed', 1892, 1892, 0.5, 1.2, 0] +['CG Fichardt', 11.0, 500, 'Bat', 1892, 1896, 0.5, 1.2, 0] +['EA Halliwell', 14.56, 492.21, 'WK', 1892, 1902, 0.5, 1.2, 3] +['F Hearne', 19.86, 62.05, 'OpenBat', 1889, 1896, 0.5, 1.2, 0] +['CH Mills', 19.2, 72.51, 'Med', 1892, 1892, 0.5, 1.2, 0] +['DC Parkin', 15.18, 65.26, 'Med', 1892, 1892, 0.5, 1.2, 0] +['TW Routledge', 16.66, 500, 'OpenBat', 1892, 1896, 0.5, 1.2, 0] +['CS Wimble', 17.1, 500, 'Bat', 1892, 1892, 0.5, 1.2, 0] +['FJ Cook', 12.56, 480.96, 'Bat', 1896, 1896, 0.5, 1.2, 0] +['RA Gleeson', 13.02, 480.96, 'Bat', 1896, 1896, 0.5, 1.2, 0] +['CFW Hime', 11.64, 52.61, 'PartMed', 1896, 1896, 0.5, 1.2, 0] +['J Middleton', 5.23, 46.09, 'Spin', 1896, 1902, 0.5, 0.9300302996296711, 0] +['RM Poore', 25.05, 41.78, 'Bat', 1896, 1896, 0.5, 1.0416666666666665, 0] +['JH Sinclair', 29.07, 42.9, 'Fast', 1896, 1911, 0.5, 1.2, 0] +['JT Willoughby', 8.47, 240.48, 'Fast', 1896, 1896, 0.5, 1.2, 0] +['WHB Frank', 9.42, 240.48, 'PartMed', 1896, 1896, 0.5, 1.2, 0] +['CL Johnson', 13.05, 240.48, 'Fast', 1896, 1896, 0.5, 0.9542410714285714, 0] +['CB Llewellyn', 24.78, 38.59, 'Spin', 1896, 1912, 0.5, 1.2, 0] +['GA Rowe', 5.03, 47.35, 'Spin', 1896, 1902, 0.5, 1.0229414051984564, 0] +['GH Shepstone', 15.76, 58.74, 'PartFast', 1896, 1899, 0.5, 0.9115888152577988, 0] +['GK Glover', 21.1, 51.4, 'PartSpin', 1896, 1896, 0.5, 1.0096153846153846, 0] +['AR Richards', 13.7, 480.96, 'OpenBat', 1896, 1896, 0.5, 1.2, 0] +['AW Seccull', 21.68, 47.6, 'Med', 1896, 1896, 0.5, 1.2, 0] +['M Bisset', 18.7, 500, 'WK', 1899, 1910, 0.5, 1.2, 2] +['RR Dower', 10.81, 491.4, 'Bat', 1899, 1899, 0.5, 1.2, 0] +['HH Francis', 14.38, 491.4, 'Bat', 1899, 1899, 0.5, 1.2, 0] ['R Graham', 10.52, 58.42, 'Med', 1899, 1899, 0.5, 1.1847014925373134, 0] -['WRT Solomon', 10.32, 491.4, 'Bat', 1899, 1899, 0.5, 1.4, 0] -['VM Tancred', 18.18, 491.4, 'OpenBat', 1899, 1899, 0.5, 1.4, 0] -['F Kuys', 16.52, 44.33, 'Med', 1899, 1899, 0.5, 1.1567164179104477, 0] +['WRT Solomon', 10.32, 491.4, 'Bat', 1899, 1899, 0.5, 1.2, 0] +['VM Tancred', 18.18, 491.4, 'OpenBat', 1899, 1899, 0.5, 1.2, 0] +['F Kuys', 16.52, 47.4, 'Med', 1899, 1899, 0.5, 1.1567164179104477, 0] ['AW Powell', 12.95, 53.27, 'OpenBat', 1899, 1899, 0.5, 1.1194029850746268, 0] -['CFH Prince', 12.76, 491.4, 'Bat', 1899, 1899, 0.5, 1.4, 0] -['WA Shalders', 18.57, 242.52, 'OpenBat', 1899, 1907, 0.5, 0.2808988764044944, 0] -['CMH Hathorn', 19.79, 478.09, 'Bat', 1902, 1911, 0.5, 1.4, 0] +['CFH Prince', 12.76, 491.4, 'Bat', 1899, 1899, 0.5, 1.2, 0] +['WA Shalders', 18.57, 242.52, 'OpenBat', 1899, 1907, 0.5, 0.8, 0] +['CMH Hathorn', 19.79, 478.09, 'Bat', 1902, 1911, 0.5, 1.2, 0] ['AW Nourse', 34.88, 44.84, 'PartMed', 1902, 1924, 0.5, 1.0364250343695358, 0] -['CJE Smith', 21.4, 485.04, 'Bat', 1902, 1902, 0.5, 1.4, 0] -['HM Taberer', 11.1, 57.99, 'PartFast', 1902, 1902, 0.5, 1.7977528089887642, 0] -['LJ Tancred', 23.89, 477.71, 'OpenBat', 1902, 1913, 0.5, 1.4, 3] -['G Thornton', 15.77, 54.59, 'PartSpin', 1902, 1902, 0.5, 1.8726591760299627, 0] -['JH Anderson', 21.33, 485.04, 'Bat', 1902, 1902, 0.5, 1.4, 0] -['JJ Kotze', 5.52, 36.92, 'Fast', 1902, 1907, 0.5, 1.3172635611289798, 0] -['PS Twentyman-Jones', 11.43, 485.04, 'Bat', 1902, 1902, 0.5, 1.4, 0] -['GA Faulkner', 46.53, 30.89, 'Spin', 1906, 1924, 0.5, 1.0934251542958318, 0] -['RO Schwarz', 16.83, 33.39, 'Spin', 1906, 1912, 0.5, 1.1757937506741936, 0] -['PW Sherwell', 22.73, 477.71, 'OpenWK', 1906, 1911, 0.5, 1.4, 13] +['CJE Smith', 21.4, 485.04, 'Bat', 1902, 1902, 0.5, 1.2, 0] +['HM Taberer', 11.1, 59.92, 'PartFast', 1902, 1902, 0.5, 1.2, 0] +['LJ Tancred', 23.89, 477.71, 'OpenBat', 1902, 1913, 0.5, 1.2, 3] +['G Thornton', 15.77, 54.59, 'PartSpin', 1902, 1902, 0.5, 1.2, 0] +['JH Anderson', 21.33, 485.04, 'Bat', 1902, 1902, 0.5, 1.2, 0] +['JJ Kotze', 5.52, 46.95, 'Fast', 1902, 1907, 0.5, 1.2, 0] +['PS Twentyman-Jones', 11.43, 485.04, 'Bat', 1902, 1902, 0.5, 1.2, 0] +['GA Faulkner', 46.53, 36.68, 'Spin', 1906, 1924, 0.5, 1.0934251542958318, 0] +['RO Schwarz', 16.83, 41.15, 'Spin', 1906, 1912, 0.5, 1.1757937506741936, 0] +['PW Sherwell', 22.73, 477.71, 'OpenWK', 1906, 1911, 0.5, 1.2, 13] ['SJ Snooke', 26.55, 47.3, 'PartFast', 1906, 1923, 0.5, 0.9285714285714287, 5] -['AEE Vogler', 17.79, 32.82, 'Fast', 1906, 1911, 0.5, 1.1485330877516118, 0] -['GC White', 33.71, 41.85, 'PartSpin', 1906, 1912, 0.5, 1.3235423445607244, 0] -['SD Snooke', 11.2, 484.85, 'Bat', 1907, 1907, 0.5, 1.4, 0] -['T Campbell', 16.1, 483.68, 'WK', 1910, 1912, 0.5, 1.4, 0] -['JMM Commaille', 17.75, 396.83, 'OpenBat', 1910, 1928, 0.5, 1.4, 0] -['LA Stricker', 16.97, 241.84, 'OpenBat', 1910, 1912, 0.5, 1.316614420062696, 0] -['JW Zulch', 33.53, 212.46, 'OpenBat', 1910, 1921, 0.5, 2.473498233215548, 0] +['AEE Vogler', 17.79, 39.38, 'Fast', 1906, 1911, 0.5, 1.1485330877516118, 0] +['GC White', 33.71, 47.71, 'PartSpin', 1906, 1912, 0.5, 1.2, 0] +['SD Snooke', 11.2, 484.85, 'Bat', 1907, 1907, 0.5, 1.2, 0] +['T Campbell', 16.1, 483.68, 'WK', 1910, 1912, 0.5, 1.2, 0] +['JMM Commaille', 17.75, 396.83, 'OpenBat', 1910, 1928, 0.5, 1.2, 0] +['LA Stricker', 16.97, 241.84, 'OpenBat', 1910, 1912, 0.5, 1.2, 0] +['JW Zulch', 33.53, 212.46, 'OpenBat', 1910, 1921, 0.5, 1.2, 0] ['CE Floquet', 17.82, 238.38, 'PartMed', 1910, 1910, 0.5, 1.090909090909091, 0] -['SJ Pegler', 14.2, 35.24, 'Spin', 1910, 1924, 0.5, 1.1474801545059157, 0] -['NO Norton', 12.36, 39.46, 'Med', 1910, 1910, 0.5, 1.1393939393939394, 0] -['SV Samuelson', 14.26, 157.66, 'PartMed', 1910, 1910, 0.5, 1.2929292929292928, 0] -['COC Pearse', 16.18, 59.55, 'PartMed', 1910, 1911, 0.4365079365079365, 1.6060606060606062, 0] -['R Beaumont', 14.91, 234.19, 'Bat', 1912, 1914, 0.5, 0.0, 0] -['GPD Hartigan', 17.99, 92.85, 'OpenPartFast', 1912, 1914, 0.5, 1.2076053442959918, 0] -['F Mitchell', 21.86, 478.09, 'Bat', 1899, 1912, 0.5, 1.4, 3] +['SJ Pegler', 14.2, 39.46, 'Spin', 1910, 1924, 0.5, 1.1474801545059157, 0] +['NO Norton', 12.36, 44.5, 'Med', 1910, 1910, 0.5, 1.1393939393939394, 0] +['SV Samuelson', 14.26, 65.26, 'Med', 1910, 1910, 0.5, 1.2, 0] +['COC Pearse', 16.18, 59.55, 'PartMed', 1910, 1911, 0.4365079365079365, 1.2, 0] +['R Beaumont', 14.91, 234.19, 'Bat', 1912, 1914, 0.5, 1.2, 0] +['GPD Hartigan', 17.99, 94.16, 'OpenPartFast', 1912, 1914, 0.5, 1.2, 0] +['F Mitchell', 21.86, 478.09, 'Bat', 1899, 1912, 0.5, 1.2, 3] ['HW Taylor', 38.7, 42.94, 'OpenBat', 1912, 1932, 0.5, 1.048598507763662, 18] -['TA Ward', 14.22, 416.81, 'WK', 1912, 1924, 0.5, 1.4, 0] -['CP Carter', 10.67, 30.47, 'Spin', 1912, 1924, 0.5, 1.0378863409770687, 0] -['HV Baumgartner', 12.49, 56.54, 'Spin', 1913, 1913, 0.5, 1.287163040651816, 0] -['JM Blanckenberg', 18.26, 34.66, 'Med', 1913, 1924, 0.5, 1.0308868917937544, 0] -['AHC Cooper', 20.45, 468.38, 'Bat', 1913, 1913, 0.5, 1.4, 0] -['JL Cox', 5.44, 47.97, 'PartMed', 1913, 1914, 0.5, 0.9114583333333334, 0] +['TA Ward', 14.22, 416.81, 'WK', 1912, 1924, 0.5, 1.2, 0] +['CP Carter', 10.67, 36.85, 'Spin', 1912, 1924, 0.5, 1.0378863409770687, 0] +['HV Baumgartner', 12.49, 58.45, 'Spin', 1913, 1913, 0.5, 1.2, 0] +['JM Blanckenberg', 18.26, 36.49, 'Med', 1913, 1924, 0.5, 1.0308868917937544, 0] +['AHC Cooper', 20.45, 468.38, 'Bat', 1913, 1913, 0.5, 1.2, 0] +['JL Cox', 5.44, 48.89, 'Med', 1913, 1914, 0.5, 0.9114583333333334, 0] ['PAM Hands', 18.92, 208.41, 'Bat', 1913, 1924, 0.5, 1.0731319554848966, 0] -['PT Lewis', 12.98, 468.38, 'Bat', 1913, 1913, 0.5, 1.4, 0] -['GL Tapscott', 13.95, 468.38, 'Bat', 1913, 1913, 0.5, 1.4, 0] +['PT Lewis', 12.98, 468.38, 'Bat', 1913, 1913, 0.5, 1.2, 0] +['GL Tapscott', 13.95, 468.38, 'Bat', 1913, 1913, 0.5, 1.2, 0] ['C Newberry', 12.87, 50.44, 'Fast', 1913, 1914, 0.5, 1.0291858678955454, 0] ['CD Dixon', 3.8, 49.85, 'Med', 1914, 1914, 0.5, 1.0535714285714286, 0] -['LR Tuckett', 12.15, 64.71, 'PartFast', 1914, 1914, 0.5, 1.2321428571428572, 0] -['HW Chapman', 14.93, 72.3, 'PartSpin', 1914, 1921, 0.5, 1.8207282913165264, 0] -['FL le Roux', 18.35, 155.89, 'PartMed', 1914, 1914, 0.5, 0.9523809523809524, 0] -['D Taylor', 20.45, 474.12, 'Bat', 1914, 1914, 0.5, 1.4, 0] -['RHM Hands', 15.02, 474.12, 'Bat', 1914, 1914, 0.5, 1.4, 0] +['LR Tuckett', 12.15, 61.43, 'Fast', 1914, 1914, 0.5, 1.2, 0] +['HW Chapman', 14.93, 72.3, 'PartSpin', 1914, 1921, 0.5, 1.2, 0] +['FL le Roux', 18.35, 55.41, 'PartMed', 1914, 1914, 0.5, 0.9523809523809524, 0] +['D Taylor', 20.45, 474.12, 'Bat', 1914, 1914, 0.5, 1.2, 0] +['RHM Hands', 15.02, 474.12, 'Bat', 1914, 1914, 0.5, 1.2, 0] ['EB Lundie', 9.4, 51.8, 'Fast', 1914, 1914, 0.5, 0.8016983016983018, 0] -['CN Frank', 22.14, 372.79, 'OpenBat', 1921, 1921, 0.5, 1.4, 0] -['WVS Ling', 16.79, 131.34, 'Bat', 1921, 1923, 0.5, 2.554278416347382, 0] -['WFE Marx', 19.34, 46.63, 'PartMed', 1921, 1921, 0.5, 1.4408645187112268, 0] -['EP Nupen', 12.87, 31.22, 'Fast', 1921, 1936, 0.5, 1.0359302079682036, 1] -['NV Lindsay', 17.79, 372.79, 'Bat', 1921, 1921, 0.5, 1.4, 0] +['CN Frank', 22.14, 372.79, 'OpenBat', 1921, 1921, 0.5, 1.2, 0] +['WVS Ling', 16.79, 49.09, 'Bat', 1921, 1923, 0.5, 1.2, 0] +['WFE Marx', 19.34, 46.63, 'PartMed', 1921, 1921, 0.5, 1.2, 0] +['EP Nupen', 12.87, 35.67, 'Fast', 1921, 1936, 0.5, 1.0359302079682036, 1] +['NV Lindsay', 17.79, 372.79, 'Bat', 1921, 1921, 0.5, 1.2, 0] ['N Reid', 12.13, 41.01, 'Med', 1921, 1921, 0.5, 1.140684410646388, 0] -['WH Brann', 14.21, 379.63, 'Bat', 1922, 1923, 0.5, 1.4, 0] -['ID Buys', 7.63, 126.6, 'PartFast', 1922, 1922, 0.5, 0.8301404853128991, 0] +['WH Brann', 14.21, 379.63, 'Bat', 1922, 1923, 0.5, 1.2, 0] +['ID Buys', 7.63, 48.17, 'Fast', 1922, 1922, 0.5, 0.8301404853128991, 0] ['RH Catterall', 35.85, 43.14, 'Bat', 1922, 1931, 0.5, 1.1189390799834231, 0] -['CM Francois', 16.4, 46.43, 'PartFast', 1922, 1923, 0.5, 0.7562008469449486, 0] -['GAL Hearne', 14.98, 382.65, 'OpenBat', 1922, 1924, 0.5, 1.4, 0] -['AE Hall', 2.03, 29.04, 'Fast', 1923, 1931, 0.5, 0.9078985121121449, 0] +['CM Francois', 16.4, 46.43, 'Fast', 1922, 1923, 0.5, 0.8, 0] +['GAL Hearne', 14.98, 382.65, 'OpenBat', 1922, 1924, 0.5, 1.2, 0] +['AE Hall', 2.03, 33.74, 'Fast', 1923, 1931, 0.5, 0.9078985121121449, 0] ['DJ Meintjes', 9.38, 41.78, 'OpenFast', 1923, 1923, 0.5, 1.0829644975986439, 0] -['LE Tapscott', 15.21, 128.14, 'Bat', 1923, 1923, 0.5, 0.3861003861003861, 0] -['DP Conyngham', 10.41, 47.09, 'Med', 1923, 1923, 0.5, 0.6519399962022913, 0] -['HG Deane', 22.42, 387.6, 'Bat', 1924, 1931, 0.5, 1.4, 12] -['GM Parker', 6.39, 43.57, 'Fast', 1924, 1924, 0.5, 1.7619723764037694, 0] -['MJ Susskind', 22.33, 376.41, 'Bat', 1924, 1924, 0.5, 1.4, 0] -['HB Cameron', 29.68, 392.8, 'WK', 1927, 1935, 0.5, 1.4, 9] -['SK Coen', 20.12, 144.2, 'OpenBat', 1927, 1928, 0.5, 1.4056224899598393, 0] -['JP Duminy', 12.84, 49.31, 'OpenBat', 1927, 1929, 0.5, 1.5662650602409638, 0] +['LE Tapscott', 15.21, 45.23, 'Bat', 1923, 1923, 0.5, 0.8, 0] +['DP Conyngham', 10.41, 48.39, 'Med', 1923, 1923, 0.5, 0.8, 0] +['HG Deane', 22.42, 387.6, 'Bat', 1924, 1931, 0.5, 1.2, 12] +['GM Parker', 6.39, 43.57, 'Fast', 1924, 1924, 0.5, 1.2, 0] +['MJ Susskind', 22.33, 376.41, 'Bat', 1924, 1924, 0.5, 1.2, 0] +['HB Cameron', 29.68, 392.8, 'WK', 1927, 1935, 0.5, 1.2, 9] +['SK Coen', 20.12, 60.22, 'OpenBat', 1927, 1928, 0.5, 1.2, 0] +['JP Duminy', 12.84, 49.31, 'OpenBat', 1927, 1929, 0.5, 1.2, 0] ['DPB Morkel', 22.9, 46.9, 'PartFast', 1927, 1932, 0.5, 1.1517311037539981, 0] -['HLE Promnitz', 6.26, 38.71, 'Spin', 1927, 1928, 0.5, 0.7347572106608251, 0] +['HLE Promnitz', 6.26, 38.71, 'Spin', 1927, 1928, 0.5, 0.8, 0] ['CL Vincent', 17.46, 34.1, 'Spin', 1927, 1935, 0.5, 1.070635056278536, 0] ['GF Bissett', 14.81, 40.76, 'Fast', 1928, 1928, 0.5, 1.1426900727277156, 0] -['AW Palm', 17.3, 387.6, 'Bat', 1928, 1928, 0.5, 1.4, 0] -['JFW Nicolson', 24.32, 193.8, 'Bat', 1928, 1928, 0.5, 1.7068273092369477, 0] -['AL Ochse', 5.65, 46.69, 'Fast', 1928, 1929, 0.5, 1.3440510887927672, 0] +['AW Palm', 17.3, 387.6, 'Bat', 1928, 1928, 0.5, 1.2, 0] +['JFW Nicolson', 24.32, 193.8, 'Bat', 1928, 1928, 0.5, 1.2, 0] +['AL Ochse', 5.65, 46.69, 'Fast', 1928, 1929, 0.5, 1.2, 0] ['IJ Siedle', 28.46, 198.87, 'OpenBat', 1928, 1936, 0.5, 0.8737258165175785, 0] -['JAJ Christy', 27.36, 50.04, 'Bat', 1929, 1932, 0.5, 1.5936254980079683, 0] -['B Mitchell', 45.6, 41.98, 'OpenPartSpin', 1929, 1949, 0.5, 1.2661034443212662, 0] -['HGO Owen-Smith', 19.73, 40.28, 'PartSpin', 1929, 1929, 0.5, 1.7315353968740426, 0] -['NA Quinn', 5.43, 33.6, 'Fast', 1929, 1932, 0.5, 0.9367049256771682, 0] +['JAJ Christy', 27.36, 50.04, 'Bat', 1929, 1932, 0.5, 1.2, 0] +['B Mitchell', 45.6, 41.98, 'OpenPartSpin', 1929, 1949, 0.5, 1.2, 0] +['HGO Owen-Smith', 19.73, 37.5, 'PartSpin', 1929, 1929, 0.5, 1.2, 0] +['NA Quinn', 5.43, 36.2, 'Fast', 1929, 1932, 0.5, 0.9367049256771682, 0] ['AJ Bell', 5.61, 36.85, 'Fast', 1929, 1935, 0.5, 1.1119705366836738, 0] -['EL Dalton', 26.25, 42.33, 'PartMed', 1929, 1939, 0.5, 1.3292100694444444, 0] -['Q McMillan', 16.22, 41.88, 'Spin', 1929, 1932, 0.5, 1.4702200598890929, 0] -['EA van der Merwe', 10.96, 397.75, 'WK', 1929, 1936, 0.5, 1.4, 0] -['XC Balaskas', 15.39, 37.74, 'Spin', 1930, 1939, 0.5, 1.2016937022900762, 0] -['SH Curnow', 19.11, 392.8, 'OpenBat', 1930, 1932, 0.5, 1.4, 0] -['ES Newson', 11.36, 54.68, 'PartFast', 1930, 1939, 0.5, 0.710633581235698, 0] -['KG Viljoen', 26.68, 126.19, 'Bat', 1930, 1949, 0.5, 1.1057692307692308, 0] -['JAK Cochran', 7.98, 131.62, 'PartFast', 1931, 1931, 0.5, 0.8109040717736371, 0] -['LS Brown', 9.32, 43.16, 'Fast', 1931, 1932, 0.5, 1.4095010813632636, 0] -['RJ Crisp', 8.39, 33.09, 'Fast', 1935, 1936, 0.5, 1.221266716803453, 0] +['EL Dalton', 26.25, 42.33, 'PartMed', 1929, 1939, 0.5, 1.2, 0] +['Q McMillan', 16.22, 41.88, 'Spin', 1929, 1932, 0.5, 1.2, 0] +['EA van der Merwe', 10.96, 397.75, 'WK', 1929, 1936, 0.5, 1.2, 0] +['XC Balaskas', 15.39, 37.74, 'Spin', 1930, 1939, 0.5, 1.2, 0] +['SH Curnow', 19.11, 392.8, 'OpenBat', 1930, 1932, 0.5, 1.2, 0] +['ES Newson', 11.36, 54.68, 'Fast', 1930, 1939, 0.5, 0.8, 0] +['KG Viljoen', 26.68, 44.89, 'Bat', 1930, 1949, 0.5, 1.1057692307692308, 0] +['JAK Cochran', 7.98, 48.81, 'Fast', 1931, 1931, 0.5, 0.8109040717736371, 0] +['LS Brown', 9.32, 43.16, 'Fast', 1931, 1932, 0.5, 1.2, 0] +['RJ Crisp', 8.39, 37.46, 'Fast', 1935, 1936, 0.5, 1.2, 0] ['ACB Langton', 13.39, 43.25, 'Fast', 1935, 1939, 0.5, 1.007961998674073, 0] ['AD Nourse', 45.69, 169.78, 'Bat', 1935, 1951, 0.5, 1.0756972111553786, 15] ['EAB Rowan', 37.07, 169.78, 'OpenBat', 1935, 1951, 0.5, 0.8806877752149298, 0] -['DS Tomlinson', 9.41, 48.47, 'PartSpin', 1935, 1935, 0.5, 1.4728682170542635, 0] -['HF Wade', 20.36, 393.31, 'Bat', 1935, 1936, 0.5, 1.4, 0] -['F Nicholson', 13.45, 393.31, 'WK', 1935, 1936, 0.5, 1.4, 0] +['DS Tomlinson', 9.41, 46.96, 'PartSpin', 1935, 1935, 0.5, 1.2, 0] +['HF Wade', 20.36, 393.31, 'Bat', 1935, 1936, 0.5, 1.2, 0] +['F Nicholson', 13.45, 393.31, 'WK', 1935, 1936, 0.5, 1.2, 0] ['JB Robertson', 12.61, 51.08, 'Spin', 1935, 1936, 0.5, 1.0154692986618583, 0] -['EG Bock', 11.9, 131.3, 'PartMed', 1935, 1935, 0.5, 1.5335355578024943, 0] -['AW Briscoe', 24.09, 387.72, 'Bat', 1935, 1939, 0.5, 1.4, 0] -['EQ Davies', 6.87, 55.75, 'PartFast', 1936, 1939, 0.5, 1.4508928571428572, 0] -['RL Harvey', 17.23, 393.31, 'Bat', 1936, 1936, 0.5, 1.4, 0] -['GE Bond', 13.06, 132.74, 'Bat', 1938, 1938, 0.0, 2.316602316602317, 0] -['N Gordon', 7.23, 36.79, 'Fast', 1938, 1939, 0.5, 0.9509145826541554, 0] -['A Melville', 33.0, 345.42, 'OpenBat', 1938, 1949, 0.5, 1.4, 10] -['PGV van der Bijl', 28.68, 377.6, 'OpenBat', 1938, 1939, 0.5, 1.4, 0] -['WW Wade', 24.36, 345.42, 'WK', 1938, 1950, 0.5, 1.4, 0] -['RE Grieveson', 19.74, 373.13, 'WK', 1939, 1939, 0.5, 1.4, 0] +['EG Bock', 11.9, 64.14, 'Med', 1935, 1935, 0.5, 1.2, 0] +['AW Briscoe', 24.09, 387.72, 'Bat', 1935, 1939, 0.5, 1.2, 0] +['EQ Davies', 6.87, 55.75, 'Fast', 1936, 1939, 0.5, 1.2, 0] +['RL Harvey', 17.23, 393.31, 'Bat', 1936, 1936, 0.5, 1.2, 0] +['GE Bond', 13.06, 50.93, 'Bat', 1938, 1938, 0.0, 1.2, 0] +['N Gordon', 7.23, 37.79, 'Fast', 1938, 1939, 0.5, 0.9509145826541554, 0] +['A Melville', 33.0, 345.42, 'OpenBat', 1938, 1949, 0.5, 1.2, 10] +['PGV van der Bijl', 28.68, 377.6, 'OpenBat', 1938, 1939, 0.5, 1.2, 0] +['WW Wade', 24.36, 345.42, 'WK', 1938, 1950, 0.5, 1.2, 0] +['RE Grieveson', 19.74, 373.13, 'WK', 1939, 1939, 0.5, 1.2, 0] ['OC Dawson', 20.13, 48.4, 'PartMed', 1947, 1949, 0.5, 1.1404518399158146, 0] -['TA Harris', 23.65, 389.99, 'Bat', 1947, 1949, 0.5, 1.4, 0] -['JD Lindsay', 10.17, 389.11, 'WK', 1947, 1947, 0.5, 1.4, 0] +['TA Harris', 23.65, 389.99, 'Bat', 1947, 1949, 0.5, 1.2, 0] +['JD Lindsay', 10.17, 389.11, 'WK', 1947, 1947, 0.5, 1.2, 0] ['NBF Mann', 12.73, 35.42, 'Spin', 1947, 1951, 0.5, 0.8493921537399799, 0] ['AMB Rowan', 15.31, 38.31, 'Spin', 1947, 1951, 0.5, 1.0289986026554485, 0] -['VI Smith', 5.69, 42.08, 'PartSpin', 1947, 1957, 0.5, 1.2335908884314093, 0] +['VI Smith', 5.69, 42.7, 'Spin', 1947, 1957, 0.5, 1.2, 0] ['L Tuckett', 10.54, 40.55, 'Fast', 1947, 1949, 0.5, 1.1892241728015533, 0] -['DV Dyer', 19.99, 389.11, 'OpenBat', 1947, 1947, 0.5, 1.4, 0] -['JB Plimsoll', 6.62, 38.89, 'Fast', 1947, 1947, 0.5, 1.5211147750239336, 0] -['GM Fullerton', 20.48, 394.87, 'WK', 1947, 1951, 0.5, 1.4, 0] -['DW Begbie', 20.44, 76.16, 'PartSpin', 1948, 1950, 0.5, 2.0833333333333335, 0] +['DV Dyer', 19.99, 389.11, 'OpenBat', 1947, 1947, 0.5, 1.2, 0] +['JB Plimsoll', 6.62, 38.89, 'Fast', 1947, 1947, 0.5, 1.2, 0] +['GM Fullerton', 20.48, 394.87, 'WK', 1947, 1951, 0.5, 1.2, 0] +['DW Begbie', 20.44, 76.16, 'PartSpin', 1948, 1950, 0.5, 1.2, 0] ['CN McCarthy', 2.64, 43.24, 'Fast', 1948, 1951, 0.5, 1.1209139531517354, 0] -['OE Wynne', 20.03, 394.87, 'OpenBat', 1948, 1950, 0.5, 1.4, 0] -['MA Hanley', 5.28, 37.76, 'PartSpin', 1949, 1949, 0.5, 0.9725906277630416, 0] -['LA Markham', 15.47, 53.13, 'PartSpin', 1949, 1949, 0.5, 1.775147928994083, 0] +['OE Wynne', 20.03, 394.87, 'OpenBat', 1948, 1950, 0.5, 1.2, 0] +['MA Hanley', 5.28, 39.92, 'Spin', 1949, 1949, 0.5, 0.9725906277630416, 0] +['LA Markham', 15.47, 56.68, 'Spin', 1949, 1949, 0.5, 1.2, 0] ['JE Cheetham', 24.47, 205.06, 'Bat', 1949, 1955, 0.5, 0.8849557522123894, 15] -['JD Nel', 17.41, 415.66, 'Bat', 1949, 1957, 0.5, 1.4, 0] +['JD Nel', 17.41, 415.66, 'Bat', 1949, 1957, 0.5, 1.2, 0] ['HJ Tayfield', 18.19, 27.88, 'Spin', 1949, 1960, 0.5, 0.8735272654200863, 0] -['JC Watkins', 22.05, 47.82, 'Med', 1949, 1957, 0.5, 0.7757575757575758, 0] -['RG Draper', 22.67, 398.14, 'Bat', 1950, 1950, 0.5, 1.4, 0] -['MG Melle', 7.2, 42.23, 'Fast', 1950, 1953, 0.5, 1.3553041604068568, 0] -['PL Winslow', 15.97, 410.12, 'Bat', 1950, 1955, 0.5, 1.4, 0] +['JC Watkins', 22.05, 47.82, 'Med', 1949, 1957, 0.5, 0.8, 0] +['RG Draper', 22.67, 398.14, 'Bat', 1950, 1950, 0.5, 1.2, 0] +['MG Melle', 7.2, 42.23, 'Fast', 1950, 1953, 0.5, 1.2, 0] +['PL Winslow', 15.97, 410.12, 'Bat', 1950, 1955, 0.5, 1.2, 0] ['GWA Chubb', 10.73, 39.98, 'Fast', 1951, 1951, 0.5, 1.0655586334256697, 0] -['DJ McGlew', 44.88, 144.59, 'OpenBat', 1951, 1962, 0.5, 1.9338565022421526, 14] +['DJ McGlew', 44.88, 52.13, 'OpenBat', 1951, 1962, 0.5, 1.2, 14] ['CB van Ryneveld', 26.75, 53.24, 'PartSpin', 1951, 1958, 0.5, 1.1617639420330004, 8] -['JHB Waite', 31.9, 419.14, 'WK', 1951, 1965, 0.5, 1.4, 0] -['RA McLean', 31.73, 209.57, 'Bat', 1951, 1964, 0.5, 0.6637168141592921, 0] -['PNF Mansell', 18.6, 48.46, 'PartSpin', 1951, 1955, 0.5, 1.3032315183709606, 0] -['WR Endean', 36.54, 430.42, 'Bat', 1951, 1958, 0.5, 1.4, 0] -['KJ Funston', 27.24, 434.15, 'Bat', 1952, 1958, 0.5, 1.4, 0] -['ARA Murray', 20.01, 43.39, 'Spin', 1952, 1954, 0.5, 0.7975287840494243, 0] +['JHB Waite', 31.9, 419.14, 'WK', 1951, 1965, 0.5, 1.2, 0] +['RA McLean', 31.73, 209.57, 'Bat', 1951, 1964, 0.5, 0.8, 0] +['PNF Mansell', 18.6, 48.46, 'Spin', 1951, 1955, 0.5, 1.2, 0] +['WR Endean', 36.54, 430.42, 'Bat', 1951, 1958, 0.5, 1.2, 0] +['KJ Funston', 27.24, 434.15, 'Bat', 1952, 1958, 0.5, 1.2, 0] +['ARA Murray', 20.01, 43.39, 'Spin', 1952, 1954, 0.5, 0.8, 0] ['ERH Fuller', 9.25, 45.13, 'Fast', 1953, 1958, 0.5, 0.9469491132983976, 0] -['HJ Keith', 21.05, 147.66, 'Bat', 1953, 1957, 0.5, 1.5837104072398192, 0] -['NAT Adcock', 5.17, 24.56, 'Fast', 1953, 1962, 0.5, 0.9118187495413212, 0] -['DEJ Ironside', 4.86, 37.5, 'Fast', 1953, 1954, 0.5, 0.7504161398593766, 0] -['RJ Westcott', 21.73, 147.56, 'OpenBat', 1954, 1958, 0.5, 1.8497757847533634, 0] -['TL Goddard', 34.01, 25.88, 'OpenMed', 1955, 1970, 0.5, 0.7018230866292476, 13] -['PS Heine', 9.97, 32.97, 'Fast', 1955, 1962, 0.5, 0.9930159019041336, 0] -['AI Taylor', 19.02, 426.74, 'OpenBat', 1956, 1956, 0.5, 1.4, 0] +['HJ Keith', 21.05, 61.92, 'Bat', 1953, 1957, 0.5, 1.2, 0] +['NAT Adcock', 5.17, 28.03, 'Fast', 1953, 1962, 0.5, 0.9118187495413212, 0] +['DEJ Ironside', 4.86, 40.65, 'Fast', 1953, 1954, 0.5, 0.8, 0] +['RJ Westcott', 21.73, 55.1, 'OpenBat', 1954, 1958, 0.5, 1.2, 0] +['TL Goddard', 34.01, 25.88, 'OpenMed', 1955, 1970, 0.5, 0.8, 13] +['PS Heine', 9.97, 34.69, 'Fast', 1955, 1962, 0.5, 0.9930159019041336, 0] +['AI Taylor', 19.02, 426.74, 'OpenBat', 1956, 1956, 0.5, 1.2, 0] ['AJ Pithey', 29.2, 200.8, 'Bat', 1957, 1965, 0.5, 1.0775862068965518, 0] -['CAR Duckworth', 13.58, 422.54, 'Bat', 1957, 1957, 0.5, 1.4, 0] -['CGD Burger', 18.53, 419.14, 'Bat', 1958, 1958, 0.5, 1.4, 0] -['PR Carlstein', 17.97, 401.61, 'Bat', 1958, 1964, 0.5, 1.4, 0] -['JP Fellows-Smith', 19.64, 54.68, 'PartMed', 1960, 1960, 0.5, 1.4019765571133074, 0] -['GM Griffin', 9.99, 37.47, 'Fast', 1960, 1960, 0.5, 1.1644832605531295, 0] -["S O'Linn", 23.45, 405.41, 'Bat', 1960, 1961, 0.5, 1.4, 0] -['C Wesley', 15.05, 405.41, 'Bat', 1960, 1960, 0.5, 1.4, 0] +['CAR Duckworth', 13.58, 422.54, 'Bat', 1957, 1957, 0.5, 1.2, 0] +['CGD Burger', 18.53, 419.14, 'Bat', 1958, 1958, 0.5, 1.2, 0] +['PR Carlstein', 17.97, 401.61, 'Bat', 1958, 1964, 0.5, 1.2, 0] +['JP Fellows-Smith', 19.64, 51.91, 'PartMed', 1960, 1960, 0.5, 1.2, 0] +['GM Griffin', 9.99, 39.99, 'Fast', 1960, 1960, 0.5, 1.1644832605531295, 0] +["S O'Linn", 23.45, 405.41, 'Bat', 1960, 1961, 0.5, 1.2, 0] +['C Wesley', 15.05, 405.41, 'Bat', 1960, 1960, 0.5, 1.2, 0] ['JE Pothecary', 8.98, 48.84, 'Med', 1960, 1960, 0.5, 1.12018226694513, 0] -['AH McKinnon', 10.47, 33.35, 'Spin', 1960, 1967, 0.5, 0.9197848200702019, 0] +['AH McKinnon', 10.47, 35.5, 'Spin', 1960, 1967, 0.5, 0.9197848200702019, 0] ['EJ Barlow', 44.18, 34.58, 'OpenPartMed', 1961, 1970, 0.5, 1.1365817429255713, 0] ['KC Bland', 47.83, 60.74, 'Bat', 1961, 1966, 0.5, 0.8031870461993189, 0] ['HD Bromfield', 4.77, 41.2, 'Spin', 1961, 1965, 0.5, 0.8378208266312328, 0] -['MK Elgie', 19.28, 141.74, 'Bat', 1961, 1962, 0.5, 1.779497098646035, 0] -['GB Lawrence', 9.7, 27.44, 'Fast', 1961, 1962, 0.5, 0.9799355641328272, 0] -['PM Pollock', 19.44, 26.69, 'Fast', 1961, 1970, 0.5, 1.084628883752213, 0] -['KA Walter', 7.51, 35.89, 'Fast', 1961, 1961, 0.5, 1.0292580982236155, 0] -['SF Burke', 15.19, 34.7, 'Fast', 1962, 1965, 0.5, 0.985807441503644, 0] -['WS Farrer', 25.52, 392.29, 'Bat', 1962, 1964, 0.5, 1.4, 0] -['HR Lance', 24.46, 42.15, 'PartMed', 1962, 1970, 0.5, 1.273800659504308, 0] -['DT Lindsay', 34.2, 386.35, 'WK', 1963, 1970, 0.5, 1.4, 0] -['JT Partridge', 6.36, 32.29, 'Fast', 1963, 1965, 0.5, 0.9435258868318696, 0] +['MK Elgie', 19.28, 58.18, 'Bat', 1961, 1962, 0.5, 1.2, 0] +['GB Lawrence', 9.7, 34.45, 'Fast', 1961, 1962, 0.5, 0.9799355641328272, 0] +['PM Pollock', 19.44, 27.27, 'Fast', 1961, 1970, 0.5, 1.084628883752213, 0] +['KA Walter', 7.51, 38.76, 'Fast', 1961, 1961, 0.5, 1.0292580982236155, 0] +['SF Burke', 15.19, 37.21, 'Fast', 1962, 1965, 0.5, 0.985807441503644, 0] +['WS Farrer', 25.52, 392.29, 'Bat', 1962, 1964, 0.5, 1.2, 0] +['HR Lance', 24.46, 42.15, 'PartMed', 1962, 1970, 0.5, 1.2, 0] +['DT Lindsay', 34.2, 386.35, 'WK', 1963, 1970, 0.5, 1.2, 0] +['JT Partridge', 6.36, 34.53, 'Fast', 1963, 1965, 0.5, 0.9435258868318696, 0] ['DB Pithey', 13.2, 49.82, 'Spin', 1963, 1967, 0.5, 1.021504107260882, 0] -['RG Pollock', 58.89, 62.75, 'Bat', 1963, 1970, 0.5, 1.2422360248447206, 0] -['MA Seymour', 8.64, 51.69, 'PartSpin', 1963, 1970, 0.5, 1.016702977487291, 0] -['PL van der Merwe', 21.64, 41.19, 'Bat', 1963, 1967, 0.5, 0.7020529730879693, 8] +['RG Pollock', 58.89, 62.75, 'Bat', 1963, 1970, 0.5, 1.2, 0] +['MA Seymour', 8.64, 51.69, 'Spin', 1963, 1970, 0.5, 1.016702977487291, 0] +['PL van der Merwe', 21.64, 41.19, 'Bat', 1963, 1967, 0.5, 0.8, 8] ['CG Halse', 7.29, 52.13, 'Fast', 1964, 1964, 0.5, 1.1213421603088003, 0] -['GD Varnals', 17.09, 197.82, 'Bat', 1964, 1965, 0.5, 0.42194092827004215, 0] -['GG Hall', 4.24, 51.13, 'PartSpin', 1965, 1965, 0.5, 1.2740580103008945, 0] -['MJ Macaulay', 7.97, 37.43, 'Spin', 1965, 1965, 0.5, 0.6667884545122397, 0] -['A Bacher', 27.87, 384.62, 'Bat', 1965, 1970, 0.5, 1.4, 4] -['JT Botten', 9.5, 32.48, 'Fast', 1965, 1965, 0.5, 1.0260625989526244, 0] -['R Dumbrill', 13.63, 36.83, 'Med', 1965, 1967, 0.5, 1.0380622837370241, 0] -['MJ Procter', 25.5, 23.43, 'Fast', 1967, 1970, 0.5, 1.0214290057096111, 0] -['PHJ Trimborn', 6.83, 34.73, 'Fast', 1967, 1970, 0.5, 0.863705869503117, 0] +['GD Varnals', 17.09, 197.82, 'Bat', 1964, 1965, 0.5, 0.8, 0] +['GG Hall', 4.24, 51.13, 'Spin', 1965, 1965, 0.5, 1.2, 0] +['MJ Macaulay', 7.97, 37.61, 'Spin', 1965, 1965, 0.5, 0.8, 0] +['A Bacher', 27.87, 384.62, 'Bat', 1965, 1970, 0.5, 1.2, 4] +['JT Botten', 9.5, 36.25, 'Fast', 1965, 1965, 0.5, 1.0260625989526244, 0] +['R Dumbrill', 13.63, 38.32, 'Med', 1965, 1967, 0.5, 1.0380622837370241, 0] +['MJ Procter', 25.5, 27.21, 'Fast', 1967, 1970, 0.5, 1.0214290057096111, 0] +['PHJ Trimborn', 6.83, 35.3, 'Fast', 1967, 1970, 0.5, 0.863705869503117, 0] ['JH du Preez', 13.32, 49.26, 'Spin', 1967, 1967, 0.5, 0.8928571428571429, 0] ['GA Chevalier', 2.67, 38.93, 'Spin', 1970, 1970, 0.0, 0.9719432385148707, 0] -['D Gamsy', 14.02, 385.98, 'WK', 1970, 1970, 0.2826086956521739, 1.4, 0] -['BL Irvine', 29.5, 385.98, 'Bat', 1970, 1970, 0.5430769230769231, 1.4, 0] -['BA Richards', 45.59, 48.76, 'OpenBat', 1970, 1970, 0.594847775175644, 0.8879781420765027, 0] +['D Gamsy', 14.02, 385.98, 'WK', 1970, 1970, 0.2826086956521739, 1.2, 0] +['BL Irvine', 29.5, 385.98, 'Bat', 1970, 1970, 0.5430769230769231, 1.2, 0] +['BA Richards', 42.85, 48.76, 'OpenBat', 1970, 1970, 0.594847775175644, 0.8879781420765027, 0] ['AJ Traicos', 6.39, 55.27, 'Spin', 1970, 1993, 0.14393939393939395, 1.0767141316979598, 0] ['T Bosch', 4.75, 46.41, 'Fast', 1992, 1992, 0.5, 0.960916566571191, 0] -['WJ Cronje', 37.0, 49.36, 'PartMed', 1992, 2000, 0.4463942307692308, 0.7368421052631579, 53] +['WJ Cronje', 37.0, 49.36, 'PartMed', 1992, 2000, 0.4463942307692308, 0.8, 53] ['AA Donald', 10.84, 22.58, 'Fast', 1992, 2002, 0.35129310344827586, 1.0176911132867306, 0] -['AC Hudson', 34.34, 410.68, 'OpenBat', 1992, 1998, 0.391304347826087, 1.4, 0] -['PN Kirsten', 32.26, 71.59, 'Bat', 1992, 1994, 0.30038387715930903, 1.2121212121212122, 0] -['AP Kuiper', 20.33, 399.87, 'Bat', 1992, 1992, 0.19428571428571428, 1.4, 0] -['MW Pringle', 11.41, 41.34, 'PartFast', 1992, 1995, 0.6633663366336634, 0.9035136642498606, 0] -['DJ Richardson', 24.92, 410.68, 'WK', 1992, 1998, 0.4193150262264733, 1.4, 0] -['MW Rushmere', 23.36, 399.87, 'OpenBat', 1992, 1992, 0.10714285714285714, 1.4, 0] +['AC Hudson', 34.34, 410.68, 'OpenBat', 1992, 1998, 0.391304347826087, 1.2, 0] +['PN Kirsten', 32.26, 70.17, 'Bat', 1992, 1994, 0.30038387715930903, 1.2, 0] +['AP Kuiper', 20.33, 399.87, 'Bat', 1992, 1992, 0.19428571428571428, 1.2, 0] +['MW Pringle', 11.41, 41.34, 'Fast', 1992, 1995, 0.6633663366336634, 0.9035136642498606, 0] +['DJ Richardson', 24.92, 410.68, 'WK', 1992, 1998, 0.4193150262264733, 1.2, 0] +['MW Rushmere', 23.36, 399.87, 'OpenBat', 1992, 1992, 0.10714285714285714, 1.2, 0] ['RP Snell', 13.17, 45.44, 'Fast', 1992, 1994, 0.475, 1.145188470066519, 0] -['KC Wessels', 39.94, 141.97, 'OpenBat', 1982, 1994, 0.4648216072024008, 1.0256410256410255, 16] -['SJ Cook', 32.35, 399.87, 'OpenBat', 1992, 1993, 0.2868632707774799, 1.4, 0] -['O Henry', 16.98, 40.71, 'PartSpin', 1992, 1993, 0.3063583815028902, 0.9692473375613258, 0] +['KC Wessels', 39.94, 58.2, 'OpenBat', 1982, 1994, 0.4648216072024008, 1.0256410256410255, 16] +['SJ Cook', 32.02, 399.87, 'OpenBat', 1992, 1993, 0.2868632707774799, 1.2, 0] +['O Henry', 16.98, 40.71, 'Spin', 1992, 1993, 0.3063583815028902, 0.9692473375613258, 0] ['BM McMillan', 40.41, 40.54, 'Fast', 1992, 1998, 0.42857142857142855, 0.9185638975784961, 0] ['JN Rhodes', 36.24, 203.25, 'Bat', 1992, 2000, 0.4631424913115054, 0.9057971014492755, 0] ['BN Schultz', 3.93, 37.69, 'Fast', 1992, 1997, 0.15517241379310345, 0.9429785448250538, 0] ['CR Matthews', 15.56, 36.45, 'Fast', 1992, 1995, 0.4484536082474227, 0.8233896756509822, 0] -['DJ Cullinan', 44.86, 61.06, 'Bat', 1993, 2001, 0.4896774193548387, 1.2724014336917562, 0] -['CE Eksteen', 9.48, 50.02, 'PartSpin', 1993, 2000, 0.159369527145359, 0.6991621376811594, 0] +['DJ Cullinan', 44.86, 61.06, 'Bat', 1993, 2001, 0.4896774193548387, 1.2, 0] +['CE Eksteen', 9.48, 50.02, 'Spin', 1993, 2000, 0.159369527145359, 0.8, 0] ['PL Symcox', 25.74, 52.28, 'Spin', 1993, 1998, 0.5609386828160484, 0.9785966326019805, 0] -['PS de Villiers', 15.21, 30.59, 'Fast', 1993, 1998, 0.3622603430877901, 0.9333574627878569, 0] +['PS de Villiers', 15.21, 31.12, 'Fast', 1993, 1998, 0.3622603430877901, 0.9333574627878569, 0] ['G Kirsten', 45.27, 68.05, 'OpenBat', 1993, 2004, 0.43430852648513374, 0.8626363056486478, 1] -['JB Commins', 24.73, 402.41, 'Bat', 1994, 1995, 0.314070351758794, 1.4, 0] -['SD Jack', 10.19, 36.43, 'Fast', 1994, 1995, 0.20588235294117646, 0.9256198347107438, 0] -['PJR Steyn', 20.11, 410.68, 'OpenBat', 1995, 1995, 0.26849894291754756, 1.4, 0] +['JB Commins', 24.73, 402.41, 'Bat', 1994, 1995, 0.314070351758794, 1.2, 0] +['SD Jack', 10.19, 38.4, 'Fast', 1994, 1995, 0.20588235294117646, 0.9256198347107438, 0] +['PJR Steyn', 20.11, 410.68, 'OpenBat', 1995, 1995, 0.26849894291754756, 1.2, 0] ['SM Pollock', 31.28, 22.38, 'Fast', 1995, 2008, 0.5252848013337038, 0.8019999046905829, 26] ['JH Kallis', 52.27, 30.83, 'Fast', 1995, 2013, 0.45977926166833893, 0.9240845408942541, 2] ['PR Adams', 8.89, 34.65, 'Spin', 1995, 2004, 0.3557312252964427, 1.022753656837706, 0] -['HH Gibbs', 40.61, 193.61, 'OpenBat', 1996, 2008, 0.5026079869600651, 1.337792642140468, 0] +['HH Gibbs', 40.61, 193.61, 'OpenBat', 1996, 2008, 0.5026079869600651, 1.2, 0] ['L Klusener', 32.46, 40.24, 'Fast', 1996, 2004, 0.5980545967994979, 0.9049211239758848, 0] -['AM Bacher', 25.8, 150.8, 'OpenBat', 1996, 1999, 0.40476190476190477, 1.4134275618374557, 0] -['MV Boucher', 28.6, 188.8, 'WK', 1997, 2012, 0.5011358473421172, 1.4705882352941175, 4] -['HD Ackerman', 27.1, 400.0, 'Bat', 1998, 1998, 0.3389473684210526, 1.4, 0] +['AM Bacher', 25.8, 64.13, 'OpenBat', 1996, 1999, 0.40476190476190477, 1.2, 0] +['MV Boucher', 28.6, 188.8, 'WK', 1997, 2012, 0.5011358473421172, 1.2, 4] +['HD Ackerman', 27.1, 400.0, 'Bat', 1998, 1998, 0.3389473684210526, 1.2, 0] ['M Ntini', 9.29, 27.21, 'Fast', 1998, 2009, 0.4857539958304378, 1.0580367310599004, 0] -['GFJ Liebenberg', 20.01, 400.0, 'OpenBat', 1998, 1998, 0.4425531914893617, 1.4, 0] +['GFJ Liebenberg', 20.01, 400.0, 'OpenBat', 1998, 1998, 0.4425531914893617, 1.2, 0] ['S Elworthy', 13.22, 41.73, 'Fast', 1998, 2002, 0.6990291262135923, 1.052282315021093, 0] ['DJ Terbrugge', 7.16, 40.13, 'Fast', 1998, 2004, 0.16494845360824742, 1.0355464159811987, 0] -['HH Dippenaar', 29.04, 192.68, 'Bat', 1999, 2007, 0.4161821705426357, 0.16611295681063123, 0] +['HH Dippenaar', 29.04, 192.68, 'Bat', 1999, 2007, 0.4161821705426357, 0.8, 0] ['M Hayward', 6.87, 39.81, 'Fast', 1999, 2004, 0.3473684210526316, 1.1445453888004324, 0] -['PC Strydom', 19.64, 51.02, 'Bat', 2000, 2000, 0.5645161290322581, 1.541095890410959, 0] +['PC Strydom', 19.64, 50.09, 'Bat', 2000, 2000, 0.5645161290322581, 1.2, 0] ['N Boje', 24.31, 41.97, 'Spin', 2000, 2006, 0.4832412523020258, 0.986271592757321, 0] -['ND McKenzie', 35.3, 141.71, 'Bat', 2000, 2009, 0.4200671487603306, 1.4814814814814814, 0] +['ND McKenzie', 35.3, 68.71, 'Bat', 2000, 2009, 0.4200671487603306, 1.2, 0] ['M Ngam', 4.18, 53.72, 'Fast', 2000, 2001, 0.0, 0.9907045009784736, 0] ['JM Kemp', 19.87, 42.87, 'Fast', 2001, 2005, 0.32, 0.9238516011347008, 0] ['CW Henderson', 12.07, 40.26, 'Spin', 2001, 2002, 0.3217821782178218, 0.9491372873901793, 0] ['A Nel', 9.35, 32.61, 'Fast', 2001, 2008, 0.46101231190150477, 1.0071184437077585, 0] -['JL Ontong', 25.65, 73.01, 'PartSpin', 2002, 2004, 0.36774193548387096, 1.433060967944689, 0] +['JL Ontong', 25.65, 73.01, 'PartSpin', 2002, 2004, 0.36774193548387096, 1.2, 0] ['AG Prince', 38.41, 184.45, 'Bat', 2002, 2011, 0.4370900417412045, 0.9355095541401274, 2] ['AJ Hall', 24.39, 37.45, 'Fast', 2002, 2007, 0.46060606060606063, 1.0565105749064039, 0] -['D Pretorius', 5.61, 46.44, 'Fast', 2002, 2003, 0.5365853658536586, 1.5138179897905297, 0] +['D Pretorius', 5.61, 46.44, 'Fast', 2002, 2003, 0.5365853658536586, 1.2, 0] ['GC Smith', 44.3, 107.31, 'OpenBat', 2002, 2014, 0.5967793880837359, 1.1887970985291154, 109] -['M van Jaarsveld', 29.65, 137.49, 'Bat', 2002, 2004, 0.4754491017964072, 1.3289036544850499, 0] +['M van Jaarsveld', 29.65, 54.0, 'Bat', 2002, 2004, 0.4754491017964072, 1.2, 0] ['AC Dawson', 12.66, 39.9, 'Fast', 2003, 2003, 0.23809523809523808, 0.9254864736592313, 0] -['JA Rudolph', 32.53, 75.07, 'Bat', 2003, 2012, 0.43816844919786097, 1.2392426850258176, 0] -['CM Willoughby', 3.95, 37.02, 'PartFast', 2003, 2003, 0.5, 0.8305647840531563, 0] +['JA Rudolph', 32.53, 75.07, 'Bat', 2003, 2012, 0.43816844919786097, 1.2, 0] +['CM Willoughby', 3.95, 37.02, 'Fast', 2003, 2003, 0.5, 0.8305647840531563, 0] ['RJ Peterson', 19.46, 45.24, 'Spin', 2003, 2014, 0.7149460708782742, 1.0724226072138596, 0] ['M Zondeki', 6.43, 42.94, 'Fast', 2003, 2008, 0.36283185840707965, 1.175894169524743, 0] ['Z de Bruyn', 26.02, 60.86, 'PartFast', 2004, 2004, 0.37897310513447435, 0.8351488743645606, 0] -['TL Tsolekile', 16.88, 377.6, 'WK', 2004, 2004, 0.2655367231638418, 1.4, 0] -['HM Amla', 45.18, 184.11, 'Bat', 2004, 2018, 0.5061643046433921, 1.3051146384479717, 14] +['TL Tsolekile', 16.88, 377.6, 'WK', 2004, 2004, 0.2655367231638418, 1.2, 0] +['HM Amla', 45.18, 184.11, 'Bat', 2004, 2018, 0.5061643046433921, 1.2, 14] ['AB de Villiers', 45.96, 184.11, 'Bat', 2004, 2018, 0.5406562054208274, 0.9710550887021474, 3] ['DW Steyn', 13.06, 20.55, 'Fast', 2004, 2018, 0.43743037504641663, 1.0245036430994685, 0] ['CK Langeveldt', 7.97, 42.55, 'Fast', 2005, 2006, 0.3076923076923077, 1.1342552743826628, 0] @@ -299,35 +300,35 @@ ['M Morkel', 11.19, 25.99, 'Fast', 2006, 2018, 0.5155038759689923, 0.9888301478214835, 0] ['PL Harris', 9.81, 36.15, 'Spin', 2007, 2011, 0.3389830508474576, 0.8408402798633733, 0] ['JP Duminy', 30.41, 44.19, 'PartSpin', 2008, 2017, 0.4628080985915493, 1.1317927002552013, 0] -['I Khan', 21.22, 366.97, 'OpenBat', 2009, 2009, 0.3125, 1.4, 0] -['JA Morkel', 24.9, 48.6, 'PartFast', 2009, 2009, 0.8169014084507042, 1.305379746835443, 0] +['I Khan', 21.22, 366.97, 'OpenBat', 2009, 2009, 0.3125, 1.2, 0] +['JA Morkel', 24.9, 48.6, 'PartFast', 2009, 2009, 0.8169014084507042, 1.2, 0] ['F de Wet', 9.32, 39.82, 'Fast', 2009, 2010, 0.28169014084507044, 0.8290247816009982, 0] ['R McLaren', 19.76, 40.49, 'Fast', 2010, 2014, 0.4351851851851852, 1.172553561088593, 0] -['WD Parnell', 15.71, 36.69, 'Fast', 2010, 2017, 0.37222222222222223, 1.427356517342037, 0] +['WD Parnell', 15.71, 36.69, 'Fast', 2010, 2017, 0.37222222222222223, 1.2, 0] ['AN Petersen', 32.28, 65.44, 'OpenBat', 2010, 2015, 0.5175568743818002, 1.039222259470332, 0] ['LL Tsotsobe', 3.33, 42.44, 'Fast', 2010, 2011, 0.3584905660377358, 0.9777389786119597, 0] ['Imran Tahir', 8.62, 35.79, 'Spin', 2011, 2015, 0.5531914893617021, 1.120367920880731, 0] -['VD Philander', 22.56, 21.04, 'Fast', 2011, 2018, 0.46823956442831216, 0.8627247882030592, 0] +['VD Philander', 22.56, 21.15, 'Fast', 2011, 2018, 0.46823956442831216, 0.8627247882030592, 0] ['M de Lange', 7.7, 45.33, 'Fast', 2011, 2012, 0.47368421052631576, 1.1814717925386715, 0] -['RK Kleinveldt', 11.36, 40.85, 'Fast', 2012, 2013, 0.4426229508196721, 1.2089496652947411, 0] -['F du Plessis', 42.3, 45.02, 'Bat', 2012, 2018, 0.4456569827459077, 1.7011834319526626, 19] -['D Elgar', 39.46, 59.21, 'OpenBat', 2012, 2018, 0.4624212057540003, 1.2126010500875073, 1] -['KJ Abbott', 7.24, 27.95, 'Fast', 2013, 2017, 0.28106508875739644, 0.8187631685949802, 0] -['Q de Kock', 37.2, 379.03, 'WK', 2014, 2018, 0.7248351648351649, 1.4, 0] +['RK Kleinveldt', 11.36, 40.85, 'Fast', 2012, 2013, 0.4426229508196721, 1.2, 0] +['F du Plessis', 42.3, 43.33, 'Bat', 2012, 2018, 0.4456569827459077, 1.2, 19] +['D Elgar', 39.46, 59.21, 'OpenBat', 2012, 2018, 0.4624212057540003, 1.2, 1] +['KJ Abbott', 7.24, 28.94, 'Fast', 2013, 2017, 0.28106508875739644, 0.8187631685949802, 0] +['Q de Kock', 37.2, 379.03, 'WK', 2014, 2018, 0.7248351648351649, 1.2, 0] ['DL Piedt', 6.9, 37.78, 'Spin', 2014, 2016, 0.2, 1.108974358974359, 0] -['S van Zyl', 28.88, 43.44, 'OpenPartMed', 2014, 2016, 0.5077120822622108, 0.7062416491696889, 0] +['S van Zyl', 28.88, 43.44, 'OpenPartMed', 2014, 2016, 0.5077120822622108, 0.8, 0] ['T Bavuma', 31.39, 189.51, 'Bat', 2014, 2017, 0.4589865111192125, 1.096774193548387, 0] ['SR Harmer', 13.8, 42.6, 'Spin', 2015, 2015, 0.3333333333333333, 0.9849906191369606, 0] -['DJ Vilas', 23.54, 379.03, 'WK', 2015, 2016, 0.44761904761904764, 1.4, 0] +['DJ Vilas', 23.54, 379.03, 'WK', 2015, 2016, 0.44761904761904764, 1.2, 0] ['K Rabada', 11.14, 26.52, 'Fast', 2015, 2018, 0.43636363636363634, 1.0736901926823987, 0] -['CH Morris', 20.47, 33.62, 'Fast', 2016, 2017, 0.47790055248618785, 1.4259824988349814, 0] -['GC Viljoen', 4.52, 35.04, 'PartFast', 2016, 2016, 0.8387096774193549, 1.595925297113752, 0] -['SC Cook', 30.35, 52.17, 'OpenBat', 2016, 2017, 0.4507845934379458, 2.580645161290322, 0] +['CH Morris', 20.47, 33.62, 'Fast', 2016, 2017, 0.47790055248618785, 1.2, 0] +['GC Viljoen', 4.52, 35.04, 'Fast', 2016, 2016, 0.8387096774193549, 1.2, 0] +['SC Cook', 30.35, 51.87, 'OpenBat', 2016, 2017, 0.4507845934379458, 1.2, 0] ['KA Maharaj', 14.15, 31.82, 'Spin', 2016, 2018, 0.6860986547085202, 0.9574197944086767, 0] ['T Shamsi', 2.84, 35.24, 'Spin', 2016, 2016, 0.75, 1.103888139335214, 0] -['D Olivier', 2.99, 29.65, 'Fast', 2017, 2017, 0.18421052631578946, 1.2511540543121837, 0] -['TB de Bruyn', 31.12, 45.27, 'Bat', 2017, 2017, 0.48, 1.5434083601286175, 0] -['HG Kuhn', 27.59, 377.48, 'OpenBat', 2017, 2017, 0.38047138047138046, 1.4, 0] -['AK Markram', 39.6, 189.45, 'OpenBat', 2017, 2018, 0.6540880503144654, 2.090032154340836, 0] +['D Olivier', 2.99, 30.58, 'Fast', 2017, 2017, 0.18421052631578946, 1.2, 0] +['TB de Bruyn', 31.12, 43.84, 'Bat', 2017, 2017, 0.48, 1.2, 0] +['HG Kuhn', 27.59, 377.48, 'OpenBat', 2017, 2017, 0.38047138047138046, 1.2, 0] +['AK Markram', 39.6, 189.45, 'OpenBat', 2017, 2018, 0.6540880503144654, 1.2, 0] ['AL Phehlukwayo', 8.97, 39.46, 'Fast', 2017, 2018, 0.48717948717948717, 1.1344051446945338, 0] -['L Ngidi', 2.76, 27.77, 'Fast', 2018, 2018, 0.2727272727272727, 0.9344855305466239, 0] +['L Ngidi', 2.76, 30.78, 'Fast', 2018, 2018, 0.2727272727272727, 0.9344855305466239, 0] diff --git a/srilankadata.txt b/srilankadata.txt index e6c3c04..2ebef9b 100644 --- a/srilankadata.txt +++ b/srilankadata.txt @@ -1,144 +1,145 @@ +['ALF de Mel', 12.93, 55.16, 'Fast', 1982, 1986, 0.5, 1.2, 0] ['DS de Silva', 17.65, 44.59, 'Spin', 1982, 1984, 0.5, 1.0024235779154251, 2] ['GRA de Silva', 5.06, 48.22, 'Spin', 1982, 1982, 0.5, 0.9027245869351131, 0] -['RL Dias', 36.24, 197.43, 'Bat', 1982, 1987, 0.5, 1.5740740740740742, 0] -['HM Goonatilleke', 16.03, 402.41, 'WK', 1982, 1982, 0.5, 1.4, 0] -['LWS Kaluperuma', 9.64, 57.23, 'PartSpin', 1982, 1982, 0.23529411764705882, 1.2949039264828737, 0] +['RL Dias', 36.24, 197.43, 'Bat', 1982, 1987, 0.5, 1.2, 0] +['HM Goonatilleke', 16.03, 402.41, 'WK', 1982, 1982, 0.5, 1.2, 0] +['LWS Kaluperuma', 9.64, 53.85, 'PartSpin', 1982, 1982, 0.23529411764705882, 1.2, 0] ['RS Madugalle', 29.05, 197.63, 'Bat', 1982, 1988, 0.5, 0.9942438513867085, 2] -['LRD Mendis', 31.27, 395.26, 'Bat', 1982, 1988, 0.5, 1.4, 19] +['LRD Mendis', 31.27, 395.26, 'Bat', 1982, 1988, 0.5, 1.2, 19] ['A Ranatunga', 35.77, 60.93, 'PartMed', 1982, 2000, 0.5, 0.9632171452651856, 56] -['B Warnapura', 14.1, 149.07, 'OpenBat', 1982, 1982, 0.5, 1.1528822055137844, 0] -['S Wettimuny', 28.7, 197.43, 'OpenBat', 1982, 1987, 0.5, 3.425925925925926, 0] +['B Warnapura', 14.1, 63.89, 'OpenBat', 1982, 1982, 0.5, 1.1528822055137844, 0] +['S Wettimuny', 28.7, 197.43, 'OpenBat', 1982, 1987, 0.5, 1.2, 0] ['JR Ratnayeke', 23.93, 51.59, 'Fast', 1982, 1989, 0.5, 1.1265974889596873, 0] -['AN Ranasinghe', 14.75, 68.28, 'PartSpin', 1982, 1982, 0.5, 1.3652552433715868, 0] -['RSA Jayasekera', 12.06, 402.41, 'Bat', 1982, 1982, 0.18181818181818182, 1.4, 0] -['RGCE Wijesuriya', 8.53, 58.83, 'PartSpin', 1982, 1985, 0.5, 1.1149032992036405, 0] -['RG de Alwis', 8.0, 390.75, 'WK', 1983, 1988, 0.5, 1.4, 0] -['ERNS Fernando', 15.27, 394.87, 'OpenBat', 1983, 1984, 0.22903885480572597, 1.4, 0] -['Y Goonasekera', 15.76, 402.82, 'Bat', 1983, 1983, 0.3310344827586207, 1.4, 0] -['S Jeganathan', 10.26, 139.42, 'Bat', 1983, 1983, 0.38, 0.9022556390977443, 0] +['AN Ranasinghe', 14.75, 68.28, 'PartSpin', 1982, 1982, 0.5, 1.2, 0] +['RSA Jayasekera', 12.06, 402.41, 'Bat', 1982, 1982, 0.18181818181818182, 1.2, 0] +['RGCE Wijesuriya', 8.53, 58.83, 'Spin', 1982, 1985, 0.5, 1.1149032992036405, 0] +['RG de Alwis', 8.0, 390.75, 'WK', 1983, 1988, 0.5, 1.2, 0] +['ERNS Fernando', 15.27, 394.87, 'OpenBat', 1983, 1984, 0.22903885480572597, 1.2, 0] +['Y Goonasekera', 15.76, 402.82, 'Bat', 1983, 1983, 0.3310344827586207, 1.2, 0] +['S Jeganathan', 10.26, 52.14, 'Bat', 1983, 1983, 0.38, 0.9022556390977443, 0] ['VB John', 11.12, 41.55, 'Fast', 1983, 1984, 0.44166666666666665, 1.0651400815335241, 0] ['RJ Ratnayake', 13.46, 39.95, 'Fast', 1983, 1992, 0.5, 1.1354499159377207, 0] -['MD Wettimuny', 11.82, 402.82, 'OpenBat', 1983, 1983, 0.27184466019417475, 1.4, 0] -['SAR Silva', 20.35, 390.75, 'OpenWK', 1983, 1988, 0.5, 1.4, 0] -['RPW Guneratne', 7.7, 141.54, 'PartSpin', 1983, 1983, 0.0, 1.8575851393188854, 0] -['AMJG Amerasinghe', 13.35, 47.48, 'Spin', 1984, 1984, 0.6428571428571429, 1.1111111111111112, 0] +['MD Wettimuny', 11.82, 402.82, 'OpenBat', 1983, 1983, 0.27184466019417475, 1.2, 0] +['SAR Silva', 20.35, 390.75, 'OpenWK', 1983, 1988, 0.5, 1.2, 0] +['RPW Guneratne', 7.7, 69.03, 'Spin', 1983, 1983, 0.0, 1.2, 0] +['AMJG Amerasinghe', 13.35, 49.44, 'Spin', 1984, 1984, 0.6428571428571429, 1.1111111111111112, 0] ['SMS Kaluperuma', 15.38, 75.57, 'PartSpin', 1984, 1988, 0.2838709677419355, 1.1313868613138687, 0] ['PA de Silva', 43.38, 48.75, 'PartSpin', 1984, 2002, 0.5, 1.015659485023647, 6] -['FS Ahangama', 7.09, 31.68, 'Med', 1985, 1985, 0.5, 0.9548503930526402, 0] -['EAR de Silva', 13.2, 60.45, 'PartSpin', 1985, 1991, 0.5, 0.9742834485102525, 0] -['CDUS Weerasinghe', 10.05, 44.42, 'PartSpin', 1985, 1985, 0.5, 0.6940427993059571, 0] -['BR Jurangpathy', 12.64, 36.05, 'PartSpin', 1985, 1986, 0.5, 1.3576642335766422, 0] -['AP Gurusinha', 38.54, 36.65, 'PartMed', 1985, 1996, 0.5, 1.0629995004995003, 0] -['KPJ Warnaweera', 3.77, 32.47, 'Spin', 1986, 1994, 0.5, 0.9618328521028906, 0] -['SD Anurasiri', 6.7, 34.05, 'Spin', 1986, 1998, 0.5, 0.8532043850737, 0] +['FS Ahangama', 7.09, 37.91, 'Med', 1985, 1985, 0.5, 0.9548503930526402, 0] +['EAR de Silva', 13.2, 60.45, 'Spin', 1985, 1991, 0.5, 0.9742834485102525, 0] +['CDUS Weerasinghe', 10.05, 41.5, 'Spin', 1985, 1985, 0.5, 0.8, 0] +['BR Jurangpathy', 12.64, 40.05, 'PartSpin', 1985, 1986, 0.5, 1.2, 0] +['AP Gurusinha', 38.54, 38.92, 'PartMed', 1985, 1996, 0.5, 1.0629995004995003, 0] +['KPJ Warnaweera', 3.77, 36.29, 'Spin', 1986, 1994, 0.5, 0.9618328521028906, 0] +['SD Anurasiri', 6.7, 37.04, 'Spin', 1986, 1998, 0.5, 0.8532043850737, 0] ['AK Kuruppuarachchi', 6.95, 40.82, 'Fast', 1986, 1987, 0.5, 1.1995491627307857, 0] -['RS Mahanama', 29.26, 199.93, 'OpenBat', 1986, 1998, 0.5, 1.824817518248175, 0] -['KN Amalean', 9.94, 42.38, 'Fast', 1986, 1988, 0.5, 1.3949329359165425, 0] -['GF Labrooy', 12.35, 53.85, 'Fast', 1986, 1991, 0.5, 1.2160221613419018, 0] -['DSBP Kuruppu', 26.4, 391.9, 'OpenBat', 1987, 1991, 0.38600723763570566, 1.4, 0] +['RS Mahanama', 29.26, 199.93, 'OpenBat', 1986, 1998, 0.5, 1.2, 0] +['KN Amalean', 9.94, 42.38, 'Fast', 1986, 1988, 0.5, 1.2, 0] +['GF Labrooy', 12.35, 53.85, 'Fast', 1986, 1991, 0.5, 1.2, 0] +['DSBP Kuruppu', 26.4, 391.9, 'OpenBat', 1987, 1991, 0.38600723763570566, 1.2, 0] ['CPH Ramanayake', 10.82, 38.68, 'Fast', 1988, 1993, 0.26, 1.1307794559026085, 0] -['MAWR Madurasinghe', 9.07, 42.71, 'PartSpin', 1988, 1992, 0.5, 0.9546009546009546, 0] +['MAWR Madurasinghe', 9.07, 42.71, 'Spin', 1988, 1992, 0.5, 0.9546009546009546, 0] ['MAR Samarasekera', 18.95, 54.1, 'OpenPartMed', 1988, 1991, 0.5, 1.1904761904761902, 0] -['D Ranatunga', 21.08, 391.9, 'OpenBat', 1989, 1989, 0.348, 1.4, 0] -['AGD Wickremasinghe', 12.3, 396.04, 'WK', 1989, 1992, 0.5862068965517241, 1.4, 0] -['HP Tillakaratne', 43.57, 141.73, 'Bat', 1989, 2004, 0.5, 0.7151029748283754, 11] +['D Ranatunga', 21.08, 391.9, 'OpenBat', 1989, 1989, 0.348, 1.2, 0] +['AGD Wickremasinghe', 12.3, 396.04, 'WK', 1989, 1992, 0.5862068965517241, 1.2, 0] +['HP Tillakaratne', 43.57, 53.65, 'Bat', 1989, 2004, 0.5, 0.8, 11] ['MS Atapattu', 39.02, 49.25, 'OpenBat', 1990, 2007, 0.5, 1.0600706713780919, 18] -['CP Senanayake', 17.41, 400.8, 'OpenBat', 1991, 1991, 0.7238805970149254, 1.4, 0] -['UC Hathurusingha', 30.42, 38.26, 'OpenPartFast', 1991, 1999, 0.35656311223061854, 0.880600013393156, 0] +['CP Senanayake', 17.41, 400.8, 'OpenBat', 1991, 1991, 0.7238805970149254, 1.2, 0] +['UC Hathurusingha', 30.42, 39.48, 'OpenPartFast', 1991, 1999, 0.35656311223061854, 0.880600013393156, 0] ['ST Jayasuriya', 39.7, 37.98, 'OpenPartSpin', 1991, 2007, 0.5, 0.8564362481680509, 38] ['KIW Wijegunawardene', 6.6, 40.85, 'Fast', 1991, 1992, 0.2641509433962264, 0.8843346434587309, 0] ['GP Wickramasinghe', 9.56, 43.39, 'Fast', 1991, 2001, 0.502262443438914, 1.0656964905976765, 0] -['RS Kaluwitharana', 26.12, 400.0, 'WK', 1992, 2004, 0.6034967218232906, 1.4, 0] +['RS Kaluwitharana', 26.12, 400.0, 'WK', 1992, 2004, 0.6034967218232906, 1.2, 0] ['DK Liyanage', 12.35, 39.09, 'Fast', 1992, 2001, 0.20294117647058824, 1.0685063372372856, 0] ['M Muralitharan', 11.39, 22.18, 'Spin', 1992, 2010, 0.7028985507246377, 0.8367890131781228, 0] -['AM de Silva', 16.46, 403.77, 'WK', 1993, 1993, 0.21739130434782608, 1.4, 0] -['RS Kalpage', 20.42, 41.18, 'PartSpin', 1993, 1999, 0.4152542372881356, 1.0676451114544252, 0] -['PB Dassanayake', 14.82, 402.41, 'WK', 1993, 1994, 0.35, 1.4, 0] +['AM de Silva', 16.46, 403.77, 'WK', 1993, 1993, 0.21739130434782608, 1.2, 0] +['RS Kalpage', 20.42, 41.57, 'PartSpin', 1993, 1999, 0.4152542372881356, 1.0676451114544252, 0] +['PB Dassanayake', 14.82, 402.41, 'WK', 1993, 1994, 0.35, 1.2, 0] ['PK Wijetunge', 6.59, 53.09, 'Spin', 1993, 1993, 0.6666666666666666, 0.8251748251748252, 0] -['HDPK Dharmasena', 19.73, 39.24, 'Spin', 1993, 2004, 0.325703564727955, 0.8921764981766906, 0] -['DP Samaraweera', 20.77, 402.41, 'OpenBat', 1993, 1995, 0.26211180124223604, 1.4, 0] -['KR Pushpakumara', 8.38, 43.29, 'Fast', 1994, 2001, 0.34368530020703936, 1.2535223867245158, 0] -['S Ranatunga', 27.73, 406.5, 'Bat', 1994, 1997, 0.32656826568265684, 1.4, 0] +['HDPK Dharmasena', 19.73, 40.3, 'Spin', 1993, 2004, 0.325703564727955, 0.8921764981766906, 0] +['DP Samaraweera', 20.77, 402.41, 'OpenBat', 1993, 1995, 0.26211180124223604, 1.2, 0] +['KR Pushpakumara', 8.38, 43.29, 'Fast', 1994, 2001, 0.34368530020703936, 1.2, 0] +['S Ranatunga', 27.73, 406.5, 'Bat', 1994, 1997, 0.32656826568265684, 1.2, 0] ['WPUJC Vaas', 23.55, 28.64, 'Fast', 1994, 2009, 0.4392151286790843, 0.8990630942348146, 0] -['CI Dunusinghe', 13.37, 410.68, 'WK', 1995, 1995, 0.35398230088495575, 1.4, 0] -['KJ Silva', 2.71, 37.5, 'Spin', 1995, 1998, 0.21428571428571427, 0.9174962420942171, 0] +['CI Dunusinghe', 13.37, 410.68, 'WK', 1995, 1995, 0.35398230088495575, 1.2, 0] +['KJ Silva', 2.71, 38.37, 'Spin', 1995, 1998, 0.21428571428571427, 0.9174962420942171, 0] ['DNT Zoysa', 8.43, 36.33, 'Fast', 1997, 2004, 0.4143884892086331, 1.0023047898737942, 0] -['KSC de Silva', 7.67, 40.2, 'Fast', 1997, 1999, 0.3651685393258427, 1.189151831993847, 0] +['KSC de Silva', 7.67, 40.3, 'Fast', 1997, 1999, 0.3651685393258427, 1.189151831993847, 0] ['RP Arnold', 27.67, 50.82, 'PartSpin', 1997, 2004, 0.44588638589618024, 0.9211147850732169, 0] ['DPMD Jayawardene', 45.97, 51.18, 'Bat', 1997, 2014, 0.5145694498889325, 1.0056989607777405, 38] -['SKL de Silva', 26.45, 405.82, 'WK', 1997, 1997, 0.23529411764705882, 1.4, 0] +['SKL de Silva', 26.45, 405.82, 'WK', 1997, 1997, 0.23529411764705882, 1.2, 0] ['HMCM Bandara', 13.15, 37.41, 'Spin', 1998, 2006, 0.5166666666666667, 1.102633779264214, 0] -['MRCN Bandaratilleke', 11.64, 31.47, 'Spin', 1998, 2001, 0.36904761904761907, 0.8328958044962055, 0] -['ASA Perera', 15.16, 47.99, 'PartFast', 1998, 2001, 0.5202702702702703, 0.9065269943593877, 0] -['PDRL Perera', 5.93, 39.79, 'Fast', 1999, 2002, 0.2661290322580645, 1.2019638744090193, 0] -['KEA Upashantha', 11.74, 41.38, 'Fast', 1999, 2002, 0.2631578947368421, 1.3430029546065003, 0] -['DA Gunawardene', 19.58, 387.22, 'OpenBat', 1999, 2005, 0.5603715170278638, 1.4, 0] +['MRCN Bandaratilleke', 11.64, 33.63, 'Spin', 1998, 2001, 0.36904761904761907, 0.8328958044962055, 0] +['ASA Perera', 15.16, 47.99, 'Fast', 1998, 2001, 0.5202702702702703, 0.9065269943593877, 0] +['PDRL Perera', 5.93, 39.79, 'Fast', 1999, 2002, 0.2661290322580645, 1.2, 0] +['KEA Upashantha', 11.74, 41.38, 'Fast', 1999, 2002, 0.2631578947368421, 1.2, 0] +['DA Gunawardene', 19.58, 387.22, 'OpenBat', 1999, 2005, 0.5603715170278638, 1.2, 0] ['UDU Chandana', 23.53, 38.44, 'Spin', 1999, 2005, 0.5061626951520132, 1.147213243399787, 0] ['HMRKB Herath', 13.68, 25.87, 'Spin', 1999, 2018, 0.5013765677577241, 0.8938316899793625, 5] -['SI de Saram', 25.38, 395.13, 'Bat', 1999, 2000, 0.4119718309859155, 1.4, 0] +['SI de Saram', 25.38, 395.13, 'Bat', 1999, 2000, 0.4119718309859155, 1.2, 0] ['TM Dilshan', 37.8, 51.38, 'OpenPartSpin', 1999, 2013, 0.6554481441699487, 0.9658572382843005, 11] -['IS Gallage', 8.72, 40.26, 'PartFast', 1999, 1999, 0.09090909090909091, 1.0694444444444444, 0] +['IS Gallage', 8.72, 38.26, 'Fast', 1999, 1999, 0.09090909090909091, 1.0694444444444444, 0] ['CRD Fernando', 7.16, 39.19, 'Fast', 2000, 2012, 0.3511988716502116, 1.1698063822047635, 0] -['HAPW Jayawardene', 27.08, 367.2, 'WK', 2000, 2015, 0.48704425590460904, 1.4, 0] +['HAPW Jayawardene', 27.08, 367.2, 'WK', 2000, 2015, 0.48704425590460904, 1.2, 0] ['KC Sangakkara', 52.7, 183.6, 'WK', 2000, 2015, 0.5419106721440433, 1.1111111111111112, 15] -['D Hettiarachchi', 6.02, 30.41, 'Spin', 2001, 2001, 0.0, 0.513013013013013, 0] +['D Hettiarachchi', 6.02, 30.41, 'Spin', 2001, 2001, 0.0, 0.8, 0] ['TT Samaraweera', 44.84, 35.9, 'Bat', 2001, 2013, 0.4692036766600807, 0.9889833853662037, 0] -['MG Vandort', 33.13, 377.6, 'OpenBat', 2001, 2008, 0.4725320115654688, 1.4, 0] -['TCB Fernando', 14.07, 42.88, 'Fast', 2001, 2002, 0.39759036144578314, 1.2514154794195878, 0] +['MG Vandort', 33.13, 377.6, 'OpenBat', 2001, 2008, 0.4725320115654688, 1.2, 0] +['TCB Fernando', 14.07, 42.88, 'Fast', 2001, 2002, 0.39759036144578314, 1.2, 0] ['WRS de Silva', 5.02, 36.06, 'Fast', 2002, 2007, 0.2631578947368421, 0.9486201888162672, 0] -['MKGCP Lakshitha', 9.15, 32.66, 'Fast', 2002, 2002, 0.84, 1.100891861761427, 0] -['J Mubarak', 18.61, 62.03, 'Bat', 2002, 2015, 0.4350282485875706, 1.2205270457697643, 0] -['MN Nawaz', 23.85, 387.22, 'Bat', 2002, 2002, 0.515625, 1.4, 0] +['MKGCP Lakshitha', 9.15, 35.5, 'Fast', 2002, 2002, 0.84, 1.100891861761427, 0] +['J Mubarak', 18.61, 59.82, 'Bat', 2002, 2015, 0.4350282485875706, 1.2, 0] +['MN Nawaz', 23.85, 387.22, 'Bat', 2002, 2002, 0.515625, 1.2, 0] ['KHRK Fernando', 18.47, 42.37, 'Fast', 2002, 2002, 0.4810126582278481, 0.926164136866478, 0] -['KS Lokuarachchi', 17.04, 39.99, 'PartSpin', 2003, 2004, 0.5802469135802469, 0.973790189476464, 0] -['RAP Nissanka', 5.56, 47.42, 'Fast', 2003, 2003, 0.21686746987951808, 1.242875819952798, 0] +['KS Lokuarachchi', 17.04, 39.99, 'Spin', 2003, 2004, 0.5802469135802469, 0.973790189476464, 0] +['RAP Nissanka', 5.56, 47.42, 'Fast', 2003, 2003, 0.21686746987951808, 1.2, 0] ['T Thushara', 8.67, 44.52, 'Fast', 2003, 2010, 0.46766169154228854, 1.1914035650460524, 0] -['KADM Fernando', 18.09, 40.27, 'PartFast', 2003, 2003, 0.43410852713178294, 1.6927701313083374, 0] -['MF Maharoof', 16.64, 53.33, 'PartFast', 2004, 2011, 0.396011396011396, 1.056689342403628, 0] -['SL Malinga', 8.9, 38.17, 'Fast', 2004, 2010, 0.44426494345718903, 1.2246203914470375, 0] +['KADM Fernando', 18.09, 40.27, 'PartFast', 2003, 2003, 0.43410852713178294, 1.2, 0] +['MF Maharoof', 16.64, 53.33, 'Fast', 2004, 2011, 0.396011396011396, 1.056689342403628, 0] +['SL Malinga', 8.9, 38.17, 'Fast', 2004, 2010, 0.44426494345718903, 1.2, 0] ['KMDN Kulasekara', 12.61, 36.21, 'Fast', 2005, 2014, 0.4204301075268817, 0.9549562977078918, 0] -['S Kalavitigoda', 18.08, 372.44, 'Bat', 2005, 2005, 0.14814814814814814, 1.4, 0] +['S Kalavitigoda', 18.08, 372.44, 'Bat', 2005, 2005, 0.14814814814814814, 1.2, 0] ['G Wijekoon', 21.33, 39.69, 'PartMed', 2005, 2005, 0.40860215053763443, 1.1205432937181663, 0] -['WU Tharanga', 29.36, 368.21, 'OpenBat', 2005, 2017, 0.5460772104607721, 1.4, 0] -['CK Kapugedera', 23.29, 183.6, 'Bat', 2006, 2009, 0.5318066157760815, 1.4285714285714286, 0] -['LPC Silva', 27.91, 56.07, 'Bat', 2006, 2008, 0.6288056206088993, 1.2138188608776843, 0] -['SM Warnapura', 28.75, 43.54, 'OpenBat', 2007, 2009, 0.5814447592067988, 1.4109347442680775, 0] +['WU Tharanga', 29.36, 368.21, 'OpenBat', 2005, 2017, 0.5460772104607721, 1.2, 0] +['CK Kapugedera', 23.29, 183.6, 'Bat', 2006, 2009, 0.5318066157760815, 1.2, 0] +['LPC Silva', 27.91, 56.07, 'Bat', 2006, 2008, 0.6288056206088993, 1.2, 0] +['SM Warnapura', 28.75, 42.25, 'OpenBat', 2007, 2009, 0.5814447592067988, 1.2, 0] ['UWMBCA Welegedara', 7.73, 43.32, 'Fast', 2007, 2014, 0.5153664302600472, 1.1360417964754215, 0] -['MKDI Amerasinghe', 3.72, 38.75, 'PartFast', 2008, 2008, 0.0, 1.3333333333333333, 0] +['MKDI Amerasinghe', 3.72, 38.75, 'Fast', 2008, 2008, 0.0, 1.2, 0] ['BAW Mendis', 11.29, 33.61, 'Spin', 2008, 2014, 0.46813186813186813, 0.9801671197020034, 0] ['KTGD Prasad', 11.9, 38.49, 'Fast', 2008, 2015, 0.536036036036036, 1.1914522793480133, 0] -['NT Paranavitana', 30.07, 66.24, 'OpenBat', 2009, 2012, 0.4192793635938231, 1.600893521965748, 0] +['NT Paranavitana', 30.07, 66.24, 'OpenBat', 2009, 2012, 0.4192793635938231, 1.2, 0] ['AD Mathews', 41.08, 51.88, 'PartMed', 2009, 2017, 0.49984742142203237, 0.8703316073592597, 34] ['S Randiv', 10.51, 34.98, 'Spin', 2010, 2012, 0.30625, 0.9765991584173401, 0] ['RAS Lakmal', 10.27, 40.49, 'Fast', 2010, 2018, 0.48482142857142857, 1.0329634825094691, 0] -['NLTC Perera', 17.31, 58.52, 'Fast', 2011, 2012, 0.7302158273381295, 1.3079357449024556, 0] +['NLTC Perera', 17.31, 58.52, 'Fast', 2011, 2012, 0.7302158273381295, 1.2, 0] ['HDRL Thirimanne', 21.37, 185.36, 'Bat', 2011, 2017, 0.38574774171963866, 1.163852122318576, 0] -['S Prasanna', 12.04, 34.48, 'PartSpin', 2011, 2011, 0.4166666666666667, 1.1042097998619738, 0] +['S Prasanna', 12.04, 33.36, 'Spin', 2011, 2011, 0.4166666666666667, 1.1042097998619738, 0] ['RMS Eranga', 10.35, 37.53, 'Fast', 2011, 2016, 0.4115138592750533, 1.0533031498099572, 0] ['N Pradeep', 3.65, 40.34, 'Fast', 2011, 2017, 0.3656509695290859, 1.1338486351717105, 0] -['JK Silva', 27.25, 370.71, 'OpenBat', 2011, 2017, 0.40148263753413965, 1.4, 0] -['CKB Kulasekara', 14.08, 46.67, 'PartFast', 2011, 2011, 0.44, 0.9070294784580498, 0] -['LD Chandimal', 40.55, 370.71, 'WK', 2011, 2018, 0.5045084996304509, 1.4, 10] -['FDM Karunaratne', 32.48, 187.56, 'OpenBat', 2012, 2018, 0.4745308310991957, 1.295405982905983, 0] -['KDK Vithanage', 23.13, 185.36, 'Bat', 2013, 2015, 0.7644628099173554, 1.4652418199845765, 0] -['SMSM Senanayake', 11.31, 32.2, 'PartSpin', 2014, 2014, 0.3333333333333333, 1.333518544242256, 0] +['JK Silva', 27.25, 370.71, 'OpenBat', 2011, 2017, 0.40148263753413965, 1.2, 0] +['CKB Kulasekara', 14.08, 46.67, 'Fast', 2011, 2011, 0.44, 0.9070294784580498, 0] +['LD Chandimal', 40.55, 370.71, 'WK', 2011, 2018, 0.5045084996304509, 1.2, 10] +['FDM Karunaratne', 32.48, 187.56, 'OpenBat', 2012, 2018, 0.4745308310991957, 1.2, 0] +['KDK Vithanage', 23.13, 185.36, 'Bat', 2013, 2015, 0.7644628099173554, 1.2, 0] +['SMSM Senanayake', 11.31, 33.91, 'Spin', 2014, 2014, 0.3333333333333333, 1.2, 0] ['MDK Perera', 19.71, 33.59, 'Spin', 2014, 2018, 0.5069252077562327, 1.0523347620121815, 0] -['N Dickwella', 29.68, 379.03, 'WK', 2014, 2018, 0.7327905255366395, 1.4, 0] -['PHT Kaushal', 11.59, 37.96, 'Spin', 2014, 2015, 0.4344262295081967, 1.27756988095284, 0] -['PVD Chameera', 3.68, 40.36, 'Fast', 2015, 2016, 0.291866028708134, 1.3550253522879272, 0] -['MDKJ Perera', 31.19, 379.03, 'WK', 2015, 2016, 0.7473544973544973, 1.4, 0] -['TAM Siriwardana', 27.21, 39.49, 'Spin', 2015, 2016, 0.6563876651982379, 1.204405217527142, 0] +['N Dickwella', 29.68, 379.03, 'WK', 2014, 2018, 0.7327905255366395, 1.2, 0] +['PHT Kaushal', 11.59, 37.96, 'Spin', 2014, 2015, 0.4344262295081967, 1.2, 0] +['PVD Chameera', 3.68, 40.36, 'Fast', 2015, 2016, 0.291866028708134, 1.2, 0] +['MDKJ Perera', 31.19, 379.03, 'WK', 2015, 2016, 0.7473544973544973, 1.2, 0] +['TAM Siriwardana', 27.21, 39.49, 'Spin', 2015, 2016, 0.6563876651982379, 1.2, 0] ['BKG Mendis', 35.27, 189.51, 'Bat', 2015, 2018, 0.589328743545611, 1.1559139784946235, 0] -['MDUS Jayasundera', 21.14, 137.19, 'Bat', 2015, 2015, 0.38961038961038963, 2.0604395604395602, 0] +['MDUS Jayasundera', 21.14, 57.48, 'Bat', 2015, 2015, 0.38961038961038963, 1.2, 0] ['MD Shanaka', 24.05, 34.64, 'Med', 2016, 2017, 0.48333333333333334, 1.1507090895730765, 0] -['DM de Silva', 36.14, 38.38, 'PartSpin', 2016, 2018, 0.5815602836879432, 1.2025200637858469, 0] +['DM de Silva', 36.14, 38.38, 'PartSpin', 2016, 2018, 0.5815602836879432, 1.2, 0] ['PADLR Sandakan', 4.34, 34.15, 'Spin', 2016, 2018, 0.4666666666666667, 1.1757445841047127, 0] ['MVT Fernando', 2.79, 39.34, 'Fast', 2016, 2017, 0.125, 1.1866359447004609, 0] -['DAS Gunaratne', 37.3, 41.89, 'PartFast', 2016, 2017, 0.5284552845528455, 1.4143920595533497, 0] -['CBRLS Kumara', 3.24, 43.47, 'Fast', 2016, 2018, 0.375, 1.3848289973691903, 0] -['MD Gunathilaka', 18.62, 38.11, 'PartSpin', 2017, 2018, 0.4897959183673469, 1.527331189710611, 0] -['PM Pushpakumara', 4.41, 28.41, 'Spin', 2017, 2017, 0.302158273381295, 1.2477282259191949, 0] +['DAS Gunaratne', 37.3, 41.89, 'PartFast', 2016, 2017, 0.5284552845528455, 1.2, 0] +['CBRLS Kumara', 3.24, 43.47, 'Fast', 2016, 2018, 0.375, 1.2, 0] +['MD Gunathilaka', 18.62, 38.11, 'PartSpin', 2017, 2018, 0.4897959183673469, 1.2, 0] +['PM Pushpakumara', 4.41, 31.65, 'Spin', 2017, 2017, 0.302158273381295, 1.2, 0] ['PLS Gamage', 2.67, 38.94, 'Fast', 2017, 2017, 0.075, 1.0314637279727914, 0] -['S Samarawickrama', 23.41, 377.48, 'OpenBat', 2017, 2017, 0.7062146892655368, 1.4, 0] -['ARS Silva', 42.37, 378.91, 'Bat', 2017, 2018, 0.47103658536585363, 1.4, 0] +['S Samarawickrama', 23.41, 377.48, 'OpenBat', 2017, 2017, 0.7062146892655368, 1.2, 0] +['ARS Silva', 42.37, 378.91, 'Bat', 2017, 2018, 0.47103658536585363, 1.2, 0] ['A Dananjaya', 12.98, 34.4, 'Spin', 2018, 2018, 0.7407407407407407, 0.9431939978563773, 0] diff --git a/westindiesdata.txt b/westindiesdata.txt index 9b96ae5..c1b5fc7 100644 --- a/westindiesdata.txt +++ b/westindiesdata.txt @@ -1,190 +1,191 @@ -['G Challenor', 21.4, 387.6, 'OpenBat', 1928, 1928, 0.5, 1.4, 0] -['LN Constantine', 18.13, 30.13, 'Fast', 1928, 1939, 0.5, 1.1421120569355288, 0] -['MP Fernandes', 15.14, 382.04, 'Bat', 1928, 1930, 0.5, 1.4, 0] +['CR Browne', 13.82, 37.27, 'Med', 1928, 1930, 0.5, 0.8195788275469551, 0] +['G Challenor', 21.4, 387.6, 'OpenBat', 1928, 1928, 0.5, 1.2, 0] +['LN Constantine', 18.13, 32.57, 'Fast', 1928, 1939, 0.5, 1.1421120569355288, 0] +['MP Fernandes', 15.14, 382.04, 'Bat', 1928, 1930, 0.5, 1.2, 0] ['GN Francis', 6.62, 36.93, 'Fast', 1928, 1933, 0.5, 1.1265623115936503, 0] ['HC Griffith', 6.73, 40.89, 'Fast', 1928, 1933, 0.5, 1.1157772215681026, 0] ['FR Martin', 24.51, 68.45, 'PartSpin', 1928, 1931, 0.5, 1.0993174404906378, 0] -['RK Nunes', 20.2, 382.04, 'WK', 1928, 1930, 0.5, 1.4, 0] +['RK Nunes', 20.2, 382.04, 'WK', 1928, 1930, 0.5, 1.2, 0] ['CA Roach', 28.97, 198.87, 'OpenBat', 1928, 1935, 0.5, 1.1003097959619699, 0] -['JA Small', 14.43, 46.09, 'PartFast', 1928, 1930, 0.5, 1.2017503755469925, 0] -['WH St Hill', 15.59, 191.02, 'Bat', 1928, 1930, 0.5, 1.7928286852589643, 0] -['ELG Hoad', 19.76, 387.72, 'Bat', 1928, 1933, 0.5, 1.4, 1] -['OC Scott', 14.49, 49.18, 'Spin', 1928, 1931, 0.5, 1.573776070096837, 0] -['EL Bartlett', 14.03, 387.72, 'Bat', 1928, 1931, 0.5, 1.4, 0] -['CV Wight', 17.39, 191.02, 'Bat', 1928, 1930, 0.5, 0.4780876494023905, 0] -['FI de Caires', 23.6, 193.86, 'Bat', 1930, 1930, 0.5, 1.7928286852589643, 0] -['GA Headley', 53.74, 124.61, 'Bat', 1930, 1954, 0.5, 1.37592725532424, 1] -['EAC Hunte', 20.33, 387.72, 'OpenWK', 1930, 1930, 0.5, 1.4, 0] -['JED Sealy', 21.91, 45.0, 'Bat', 1930, 1939, 0.5, 1.4122596153846152, 0] +['JA Small', 14.43, 46.09, 'Fast', 1928, 1930, 0.5, 1.2, 0] +['WH St Hill', 15.59, 191.02, 'Bat', 1928, 1930, 0.5, 1.2, 0] +['ELG Hoad', 19.76, 387.72, 'Bat', 1928, 1933, 0.5, 1.2, 1] +['OC Scott', 14.49, 49.18, 'Spin', 1928, 1931, 0.5, 1.2, 0] +['EL Bartlett', 14.03, 387.72, 'Bat', 1928, 1931, 0.5, 1.2, 0] +['CV Wight', 17.39, 191.02, 'Bat', 1928, 1930, 0.5, 0.8, 0] +['FI de Caires', 23.6, 193.86, 'Bat', 1930, 1930, 0.5, 1.2, 0] +['GA Headley', 53.74, 104.0, 'Bat', 1930, 1954, 0.5, 1.2, 1] +['EAC Hunte', 20.33, 387.72, 'OpenWK', 1930, 1930, 0.5, 1.2, 0] +['JED Sealy', 21.91, 45.0, 'Bat', 1930, 1939, 0.5, 1.2, 0] ['EL St Hill', 9.47, 59.37, 'Med', 1930, 1930, 0.5, 0.946750631881078, 0] -['LA Walcott', 24.43, 46.41, 'PartSpin', 1930, 1930, 0.5, 1.5936254980079683, 0] -['EE Achong', 8.17, 51.95, 'PartSpin', 1930, 1935, 0.5, 0.9765170890490584, 0] -['N Betancourt', 17.36, 387.72, 'Bat', 1930, 1930, 0.5, 1.4, 0] -['MG Grell', 16.62, 193.86, 'PartMed', 1930, 1930, 0.5, 1.354581673306773, 0] -['CEL Jones', 13.08, 144.92, 'PartSpin', 1930, 1935, 0.5, 0.2557544757033248, 0] -['IM Barrow', 14.42, 381.92, 'WK', 1930, 1939, 0.5, 1.4, 0] +['LA Walcott', 24.43, 46.41, 'PartSpin', 1930, 1930, 0.5, 1.2, 0] +['EE Achong', 8.17, 51.95, 'Spin', 1930, 1935, 0.5, 0.9765170890490584, 0] +['N Betancourt', 17.36, 387.72, 'Bat', 1930, 1930, 0.5, 1.2, 0] +['MG Grell', 16.62, 193.86, 'PartMed', 1930, 1930, 0.5, 1.2, 0] +['CEL Jones', 13.08, 58.74, 'PartSpin', 1930, 1935, 0.5, 0.8, 0] +['IM Barrow', 14.42, 381.92, 'WK', 1930, 1939, 0.5, 1.2, 0] ['OC da Costa', 17.36, 62.5, 'PartMed', 1930, 1935, 0.5, 1.1156445237791663, 0] -['G Gladstone', 9.69, 105.39, 'PartSpin', 1930, 1930, 0.8571428571428571, 1.50597609561753, 0] -['CC Passailaigue', 30.38, 193.86, 'Bat', 1930, 1930, 0.2929936305732484, 2.9880478087649407, 0] -['LS Birkett', 17.44, 193.86, 'OpenPartMed', 1930, 1931, 0.5, 1.346992980459116, 0] -['GC Grant', 22.06, 148.91, 'Bat', 1930, 1935, 0.5, 1.7786561264822136, 12] +['G Gladstone', 9.69, 105.39, 'Spin', 1930, 1930, 0.8571428571428571, 1.2, 0] +['CC Passailaigue', 29.91, 193.86, 'Bat', 1930, 1930, 0.2929936305732484, 1.2, 0] +['LS Birkett', 17.44, 193.86, 'OpenPartMed', 1930, 1931, 0.5, 1.2, 0] +['GC Grant', 22.06, 62.73, 'Bat', 1930, 1935, 0.5, 1.2, 12] ['EA Martindale', 7.61, 39.38, 'Fast', 1933, 1939, 0.5, 1.1694970726208227, 0] -['CA Merry', 14.34, 387.97, 'Bat', 1933, 1933, 0.5, 1.4, 0] -['VA Valentine', 12.89, 75.88, 'PartFast', 1933, 1933, 0.5, 0.8496732026143791, 0] -['CA Wiles', 14.56, 387.97, 'Bat', 1933, 1933, 0.5, 1.4, 0] -['BJ Sealey', 16.73, 37.33, 'PartMed', 1933, 1933, 0.5, 0.7843137254901961, 0] -['GM Carew', 18.77, 129.79, 'OpenBat', 1935, 1949, 0.5, 0.26455026455026454, 0] -['CM Christiani', 15.1, 385.6, 'OpenWK', 1935, 1935, 0.5, 1.4, 0] +['CA Merry', 14.34, 387.97, 'Bat', 1933, 1933, 0.5, 1.2, 0] +['VA Valentine', 12.89, 75.88, 'Fast', 1933, 1933, 0.5, 0.8496732026143791, 0] +['CA Wiles', 14.56, 387.97, 'Bat', 1933, 1933, 0.5, 1.2, 0] +['BJ Sealey', 16.73, 37.33, 'PartMed', 1933, 1933, 0.5, 0.8, 0] +['GM Carew', 18.77, 53.23, 'OpenBat', 1935, 1949, 0.5, 0.8, 0] +['CM Christiani', 15.1, 385.6, 'OpenWK', 1935, 1935, 0.5, 1.2, 0] ['RS Grant', 17.54, 43.99, 'OpenSpin', 1935, 1939, 0.5, 0.8293718232866306, 3] ['LG Hylton', 10.6, 41.48, 'Fast', 1935, 1939, 0.5, 1.003460899833957, 0] -['JM Neblett', 14.37, 66.75, 'PartSpin', 1935, 1935, 0.5, 0.8074935400516796, 0] -['KL Wishart', 18.46, 385.6, 'OpenBat', 1935, 1935, 0.5, 1.4, 0] -['RL Fuller', 11.25, 140.23, 'PartFast', 1935, 1935, 0.5, 0.5813953488372093, 0] -['GH Mudie', 11.47, 43.5, 'Spin', 1935, 1935, 0.5, 0.5346164127238706, 0] +['JM Neblett', 14.37, 66.75, 'Spin', 1935, 1935, 0.5, 0.8074935400516796, 0] +['KL Wishart', 18.46, 385.6, 'OpenBat', 1935, 1935, 0.5, 1.2, 0] +['RL Fuller', 11.25, 56.69, 'PartFast', 1935, 1935, 0.5, 0.8, 0] +['GH Mudie', 11.47, 43.5, 'Spin', 1935, 1935, 0.5, 0.8, 0] ['JH Cameron', 9.58, 48.52, 'Spin', 1939, 1939, 0.5, 0.8787112235388097, 0] -['CB Clarke', 6.4, 40.2, 'Spin', 1939, 1939, 0.5, 1.3259500101605364, 0] -['JB Stollmeyer', 41.18, 57.7, 'OpenPartSpin', 1939, 1955, 0.5, 1.2910618792971733, 13] -['KH Weekes', 24.23, 373.13, 'Bat', 1939, 1939, 0.5, 1.4, 0] -['GE Gomez', 28.46, 32.68, 'Med', 1939, 1954, 0.5, 0.7591673032849504, 1] -['EAV Williams', 13.88, 42.26, 'Fast', 1939, 1948, 0.5, 0.7208662359416129, 0] -['TF Johnson', 9.99, 43.73, 'Fast', 1939, 1939, 0.5, 1.2451737451737452, 0] -['VH Stollmeyer', 24.76, 373.13, 'Bat', 1939, 1939, 0.5, 1.4, 0] -['RJ Christiani', 26.83, 68.63, 'Bat', 1948, 1954, 0.5, 1.2145748987854252, 0] +['CB Clarke', 6.4, 40.2, 'Spin', 1939, 1939, 0.5, 1.2, 0] +['JB Stollmeyer', 41.18, 57.7, 'OpenPartSpin', 1939, 1955, 0.5, 1.2, 13] +['KH Weekes', 24.23, 373.13, 'Bat', 1939, 1939, 0.5, 1.2, 0] +['GE Gomez', 28.46, 32.68, 'Med', 1939, 1954, 0.5, 0.8, 1] +['EAV Williams', 13.88, 42.26, 'Fast', 1939, 1948, 0.5, 0.8, 0] +['TF Johnson', 9.99, 44.54, 'Fast', 1939, 1939, 0.5, 1.2, 0] +['VH Stollmeyer', 24.76, 373.13, 'Bat', 1939, 1939, 0.5, 1.2, 0] +['RJ Christiani', 26.83, 68.63, 'Bat', 1948, 1954, 0.5, 1.2, 0] ['W Ferguson', 16.98, 50.07, 'Spin', 1948, 1954, 0.5, 1.193843252992294, 0] -['BBM Gaskin', 7.77, 54.54, 'PartMed', 1948, 1948, 0.5, 0.851063829787234, 0] +['BBM Gaskin', 7.77, 54.54, 'Med', 1948, 1948, 0.5, 0.851063829787234, 0] ['JDC Goddard', 29.33, 42.52, 'PartSpin', 1948, 1957, 0.5, 0.9510783416816877, 22] ['PEW Jones', 7.43, 42.85, 'Fast', 1948, 1951, 0.5, 1.0589844466065965, 0] ['CL Walcott', 61.0, 57.58, 'WK', 1948, 1960, 0.5, 0.9193951821889718, 0] -['ED Weekes', 60.91, 73.52, 'Bat', 1948, 1958, 0.5, 1.6830601092896176, 0] -['AG Ganteaume', 22.25, 389.99, 'OpenBat', 1948, 1948, 0.5, 1.4, 0] +['ED Weekes', 60.91, 73.52, 'Bat', 1948, 1958, 0.5, 1.2, 0] +['AG Ganteaume', 22.25, 389.99, 'OpenBat', 1948, 1948, 0.5, 1.2, 0] ['FMM Worrell', 52.8, 43.87, 'PartFast', 1948, 1963, 0.5, 1.006755029850362, 15] -['LR Pierre', 3.48, 43.2, 'PartFast', 1948, 1948, 0.5, 1.702127659574468, 0] +['LR Pierre', 3.48, 42.14, 'PartFast', 1948, 1948, 0.5, 1.2, 0] ['J Trim', 6.5, 42.7, 'Fast', 1948, 1952, 0.5, 0.9519447806601459, 0] -['HHH Johnson', 12.35, 39.22, 'Fast', 1948, 1950, 0.5, 0.7734555263072375, 0] +['HHH Johnson', 12.35, 39.22, 'Fast', 1948, 1950, 0.5, 0.8, 0] ['ESM Kentish', 9.11, 43.88, 'Fast', 1948, 1954, 0.5, 0.8674463937621832, 0] -['KR Rickards', 23.33, 398.14, 'Bat', 1948, 1952, 0.5, 1.4, 0] +['KR Rickards', 23.33, 398.14, 'Bat', 1948, 1952, 0.5, 1.2, 0] ['DS Atkinson', 30.37, 41.36, 'Spin', 1948, 1958, 0.5, 0.844452989809652, 7] -['FJ Cameron', 18.68, 77.28, 'PartSpin', 1948, 1949, 0.5, 0.9030371934383629, 0] -['AF Rae', 37.6, 398.14, 'OpenBat', 1948, 1953, 0.5, 1.4, 0] +['FJ Cameron', 18.68, 77.28, 'Spin', 1948, 1949, 0.5, 0.9030371934383629, 0] +['AF Rae', 37.6, 398.14, 'OpenBat', 1948, 1953, 0.5, 1.2, 0] ['S Ramadhin', 8.75, 30.92, 'Spin', 1950, 1961, 0.5, 0.8838639337253253, 0] ['AL Valentine', 4.77, 32.35, 'Spin', 1950, 1962, 0.5, 0.8755351791004319, 0] -['RE Marshall', 26.3, 52.12, 'OpenBat', 1951, 1952, 0.5, 0.7658270932607215, 0] -['SC Guillen', 18.39, 430.42, 'WK', 1951, 1956, 0.5, 1.4, 0] -['AP Binns', 17.33, 430.42, 'WK', 1953, 1956, 0.5, 1.4, 0] +['RE Marshall', 26.3, 50.73, 'OpenBat', 1951, 1952, 0.5, 0.8, 0] +['SC Guillen', 18.39, 430.42, 'WK', 1951, 1956, 0.5, 1.2, 0] +['AP Binns', 17.33, 430.42, 'WK', 1953, 1956, 0.5, 1.2, 0] ['FM King', 6.93, 53.9, 'Fast', 1953, 1956, 0.5, 1.0869242419742822, 0] -['BH Pairaudeau', 22.39, 217.08, 'OpenBat', 1953, 1957, 0.5, 1.3574660633484164, 0] -['RA Legall', 14.06, 415.66, 'WK', 1953, 1953, 0.5, 1.4, 0] -['RC Miller', 19.28, 152.19, 'PartFast', 1953, 1953, 0.5, 0.7777777777777778, 0] -['GL Wight', 26.63, 415.66, 'Bat', 1953, 1953, 0.5, 1.4, 0] -['AHP Scott', 10.47, 144.7, 'PartSpin', 1953, 1953, 0.5, 1.4141414141414141, 0] -['MC Frederick', 17.86, 430.42, 'OpenBat', 1954, 1954, 0.5, 1.4, 0] -['JKC Holt', 36.95, 213.37, 'OpenBat', 1954, 1959, 0.5, 1.7937219730941705, 0] -['CA McWatt', 20.52, 215.21, 'WK', 1954, 1955, 0.5, 1.7937219730941705, 0] +['BH Pairaudeau', 22.39, 217.08, 'OpenBat', 1953, 1957, 0.5, 1.2, 0] +['RA Legall', 14.06, 415.66, 'WK', 1953, 1953, 0.5, 1.2, 0] +['RC Miller', 19.28, 62.13, 'Fast', 1953, 1953, 0.5, 0.8, 0] +['GL Wight', 23.41, 415.66, 'Bat', 1953, 1953, 0.5, 1.2, 0] +['AHP Scott', 10.47, 89.28, 'Spin', 1953, 1953, 0.5, 1.2, 0] +['MC Frederick', 17.86, 430.42, 'OpenBat', 1954, 1954, 0.5, 1.2, 0] +['JKC Holt', 36.95, 213.37, 'OpenBat', 1954, 1959, 0.5, 1.2, 0] +['CA McWatt', 20.52, 215.21, 'WK', 1954, 1955, 0.5, 1.2, 0] ['GS Sobers', 57.16, 33.67, 'Fast', 1954, 1974, 0.5, 0.9375727075972223, 39] -['GL Gibbs', 16.29, 164.1, 'OpenPartSpin', 1955, 1955, 0.5, 0.7918552036199096, 0] +['GL Gibbs', 16.29, 70.03, 'OpenPartSpin', 1955, 1955, 0.5, 0.8, 0] ['OG Smith', 33.48, 47.59, 'Spin', 1955, 1959, 0.5, 0.9779583239298879, 0] -['LS Butler', 15.33, 70.13, 'Fast', 1955, 1955, 0.5, 1.7081447963800904, 0] -['CC Depeiaza', 24.15, 213.37, 'WK', 1955, 1956, 0.5, 1.345291479820628, 0] -['NE Marshall', 18.05, 53.01, 'Spin', 1955, 1955, 0.5, 0.6033182503770739, 0] -['DT Dewdney', 3.32, 54.13, 'Fast', 1955, 1958, 0.5, 1.3231568850886615, 0] -['HA Furlonge', 20.01, 426.74, 'OpenBat', 1955, 1956, 0.5, 1.4, 0] -['AT Roberts', 14.2, 426.74, 'Bat', 1956, 1956, 0.5, 1.4, 0] -['R Gilchrist', 5.03, 40.7, 'Fast', 1957, 1959, 0.5, 1.2513334667942773, 0] -['RB Kanhai', 45.91, 146.71, 'Bat', 1957, 1974, 0.5, 1.17096018735363, 13] -['NS Asgarali', 19.71, 422.54, 'OpenBat', 1957, 1957, 0.5, 1.4, 0] -['FCM Alexander', 29.85, 412.37, 'WK', 1957, 1961, 0.5, 1.4, 18] +['LS Butler', 15.33, 70.13, 'Fast', 1955, 1955, 0.5, 1.2, 0] +['CC Depeiaza', 24.15, 213.37, 'WK', 1955, 1956, 0.5, 1.2, 0] +['NE Marshall', 18.05, 53.01, 'Spin', 1955, 1955, 0.5, 0.8, 0] +['DT Dewdney', 3.32, 54.13, 'Fast', 1955, 1958, 0.5, 1.2, 0] +['HA Furlonge', 20.01, 426.74, 'OpenBat', 1955, 1956, 0.5, 1.2, 0] +['AT Roberts', 14.2, 426.74, 'Bat', 1956, 1956, 0.5, 1.2, 0] +['R Gilchrist', 5.03, 40.7, 'Fast', 1957, 1959, 0.5, 1.2, 0] +['RB Kanhai', 45.91, 77.49, 'Bat', 1957, 1974, 0.5, 1.17096018735363, 13] +['NS Asgarali', 19.71, 422.54, 'OpenBat', 1957, 1957, 0.5, 1.2, 0] +['FCM Alexander', 29.85, 412.37, 'WK', 1957, 1961, 0.5, 1.2, 18] ['ES Atkinson', 16.13, 45.52, 'Fast', 1958, 1959, 0.5, 0.9569870343692117, 0] ['CC Hunte', 44.48, 59.63, 'OpenBat', 1958, 1967, 0.5, 1.0401891252955082, 0] ['LR Gibbs', 6.76, 28.19, 'Spin', 1958, 1976, 0.5, 0.8357493836553616, 0] -['EDAS McMorris', 25.91, 394.74, 'OpenBat', 1958, 1966, 0.5, 1.4, 0] -['IS Madray', 8.46, 149.5, 'PartSpin', 1958, 1958, 0.5, 1.3653603034134008, 0] +['EDAS McMorris', 25.91, 394.74, 'OpenBat', 1958, 1966, 0.5, 1.2, 0] +['IS Madray', 8.46, 82.44, 'Spin', 1958, 1958, 0.5, 1.2, 0] ['JO Taylor', 8.11, 46.52, 'Fast', 1958, 1959, 0.5, 1.0785398230088497, 0] ['BF Butcher', 42.64, 43.27, 'Bat', 1958, 1969, 0.5, 0.8900316455696202, 0] -['WW Hall', 15.56, 26.1, 'Fast', 1958, 1969, 0.5, 1.2307184008920644, 0] +['WW Hall', 15.56, 26.1, 'Fast', 1958, 1969, 0.5, 1.2, 0] ['JS Solomon', 33.55, 63.78, 'PartSpin', 1958, 1965, 0.5, 0.9747226768503364, 0] -['MR Bynoe', 22.56, 196.14, 'OpenBat', 1959, 1967, 0.5, 0.42194092827004215, 0] -['RO Scarlett', 16.77, 75.75, 'PartSpin', 1960, 1960, 0.5, 0.6810923548197876, 0] -['CD Watson', 4.09, 51.62, 'Fast', 1960, 1962, 0.5, 1.284234425996878, 0] +['MR Bynoe', 22.56, 196.14, 'OpenBat', 1959, 1967, 0.5, 0.8, 0] +['RO Scarlett', 16.77, 75.75, 'Spin', 1960, 1960, 0.5, 0.8, 0] +['CD Watson', 4.09, 51.62, 'Fast', 1960, 1962, 0.5, 1.2, 0] ['CK Singh', 8.96, 45.63, 'Spin', 1960, 1960, 0.5, 0.8595543435110551, 0] -['SM Nurse', 47.09, 137.39, 'Bat', 1960, 1969, 0.5, 0.42194092827004215, 0] -['CC Griffith', 15.86, 31.15, 'Fast', 1960, 1969, 0.5, 1.2062520091087088, 0] -['PD Lashley', 23.85, 40.24, 'Bat', 1960, 1966, 0.5, 0.14064697609001406, 0] -['CW Smith', 22.36, 401.61, 'OpenBat', 1960, 1962, 0.5, 1.4, 0] -['JL Hendriks', 15.48, 386.35, 'WK', 1962, 1969, 0.5, 1.4, 0] -['SC Stayers', 17.64, 48.07, 'Fast', 1962, 1962, 0.5, 1.4612605379365717, 0] -['IL Mendonca', 25.13, 394.74, 'WK', 1962, 1962, 0.5, 1.4, 0] -['WV Rodriguez', 14.01, 47.81, 'PartSpin', 1962, 1968, 0.5, 1.6454749439042633, 0] -['DW Allan', 9.13, 395.65, 'WK', 1962, 1966, 0.5, 1.4, 0] +['SM Nurse', 47.09, 51.67, 'Bat', 1960, 1969, 0.5, 0.8, 0] +['CC Griffith', 15.86, 32.14, 'Fast', 1960, 1969, 0.5, 1.2, 0] +['PD Lashley', 23.85, 40.24, 'Bat', 1960, 1966, 0.5, 0.8, 0] +['CW Smith', 22.36, 401.61, 'OpenBat', 1960, 1962, 0.5, 1.2, 0] +['JL Hendriks', 15.48, 386.35, 'WK', 1962, 1969, 0.5, 1.2, 0] +['SC Stayers', 17.64, 48.07, 'Fast', 1962, 1962, 0.5, 1.2, 0] +['IL Mendonca', 25.13, 394.74, 'WK', 1962, 1962, 0.5, 1.2, 0] +['WV Rodriguez', 14.01, 47.81, 'Spin', 1962, 1968, 0.5, 1.2, 0] +['DW Allan', 9.13, 395.65, 'WK', 1962, 1966, 0.5, 1.2, 0] ['LA King', 11.56, 51.14, 'Fast', 1962, 1968, 0.5, 0.8156203657933763, 0] ['MC Carew', 32.27, 50.25, 'OpenPartMed', 1963, 1972, 0.5, 0.934472853242856, 0] -['DL Murray', 22.5, 392.93, 'WK', 1963, 1980, 0.5, 1.4, 1] -['AW White', 14.96, 51.82, 'Spin', 1965, 1965, 0.5, 0.7804343733420047, 0] -['BA Davis', 22.74, 389.23, 'OpenBat', 1965, 1965, 0.5, 1.4, 0] +['DL Murray', 22.5, 392.93, 'WK', 1963, 1980, 0.5, 1.2, 1] +['AW White', 14.96, 51.82, 'Spin', 1965, 1965, 0.5, 0.8, 0] +['BA Davis', 22.74, 389.23, 'OpenBat', 1965, 1965, 0.5, 1.2, 0] ['DAJ Holford', 22.08, 45.9, 'Spin', 1966, 1977, 0.5, 1.005183524796862, 0] ['CH Lloyd', 46.71, 62.7, 'Bat', 1966, 1985, 0.5, 0.8596146936067885, 74] -['GS Camacho', 25.04, 192.99, 'OpenBat', 1968, 1971, 0.5, 1.6393442622950818, 0] +['GS Camacho', 25.04, 192.99, 'OpenBat', 1968, 1971, 0.5, 1.2, 0] ['CA Davis', 43.37, 94.53, 'PartMed', 1968, 1973, 0.5, 0.9076906150291562, 0] ['RM Edwards', 6.98, 50.73, 'Fast', 1968, 1969, 0.5, 1.198739982574227, 0] ['RC Fredericks', 41.74, 67.02, 'OpenBat', 1968, 1977, 0.5, 1.1124531825702133, 0] ['MLC Foster', 28.82, 55.01, 'PartSpin', 1969, 1978, 0.5, 0.8108108108108107, 0] ['VA Holder', 14.04, 32.84, 'Fast', 1969, 1979, 0.5, 0.9570973062122045, 0] ['JN Shepherd', 16.83, 34.01, 'Med', 1969, 1971, 0.5, 0.8151341539508764, 0] -['TM Findlay', 13.32, 386.72, 'WK', 1969, 1973, 0.5, 1.4, 0] +['TM Findlay', 13.32, 386.72, 'WK', 1969, 1973, 0.5, 1.2, 0] ['GC Shillingford', 6.23, 42.28, 'Fast', 1969, 1972, 0.5, 1.1181132965949945, 0] ['AG Barrett', 9.49, 51.73, 'Spin', 1971, 1975, 0.5, 0.9050068038101337, 0] ['JM Noreiga', 8.65, 45.41, 'Spin', 1971, 1971, 0.5, 0.9058781015146967, 0] -['KD Boyce', 22.14, 32.47, 'Fast', 1971, 1976, 0.5, 1.234618680377035, 0] -['DM Lewis', 23.3, 386.72, 'OpenWK', 1971, 1971, 0.5, 1.4, 0] +['KD Boyce', 22.14, 32.47, 'Fast', 1971, 1976, 0.5, 1.2, 0] +['DM Lewis', 23.3, 386.72, 'OpenWK', 1971, 1971, 0.5, 1.2, 0] ['Inshan Ali', 9.3, 46.91, 'Spin', 1971, 1977, 0.5, 1.046369015599785, 0] -['UG Dowe', 9.84, 50.18, 'Fast', 1971, 1973, 0.5, 1.2689812504455693, 0] -['LG Rowe', 43.58, 200.13, 'Bat', 1972, 1980, 0.5, 1.213346814964611, 0] -['GA Greenidge', 20.79, 159.66, 'OpenPartSpin', 1972, 1973, 0.5, 1.1584800741427246, 0] +['UG Dowe', 9.84, 50.18, 'Fast', 1971, 1973, 0.5, 1.2, 0] +['LG Rowe', 43.58, 200.13, 'Bat', 1972, 1980, 0.5, 1.2, 0] +['GA Greenidge', 20.79, 85.99, 'OpenPartSpin', 1972, 1973, 0.5, 1.1584800741427246, 0] ['AB Howard', 5.62, 58.21, 'Spin', 1972, 1972, 0.5, 0.9068532193289285, 0] ['AI Kallicharran', 44.46, 61.19, 'Bat', 1972, 1981, 0.5, 0.9229151657937267, 9] ['RR Jumadeen', 6.95, 43.52, 'Spin', 1972, 1979, 0.5, 0.8617607814506181, 0] ['ET Willett', 8.7, 46.13, 'Spin', 1973, 1975, 0.5, 0.8723981900452488, 0] -['RGA Headley', 22.16, 395.0, 'OpenBat', 1973, 1973, 0.23134328358208955, 1.4, 0] +['RGA Headley', 22.16, 395.0, 'OpenBat', 1973, 1973, 0.23134328358208955, 1.2, 0] ['BD Julien', 27.63, 40.91, 'Fast', 1973, 1977, 0.5, 0.9753499616230075, 0] ['AME Roberts', 14.87, 25.49, 'Fast', 1974, 1983, 0.5, 1.064109111974141, 0] -['CG Greenidge', 44.99, 136.34, 'OpenBat', 1974, 1991, 0.5, 0.3470213996529786, 1] +['CG Greenidge', 44.99, 49.15, 'OpenBat', 1974, 1991, 0.5, 0.8, 1] ['IVA Richards', 50.54, 68.97, 'PartSpin', 1974, 1991, 0.5, 0.8568810808452465, 50] -['L Baichan', 31.85, 400.27, 'OpenBat', 1975, 1976, 0.5, 1.4, 0] +['L Baichan', 31.24, 400.27, 'OpenBat', 1975, 1976, 0.5, 1.2, 0] ['MA Holding', 13.82, 23.74, 'Fast', 1975, 1987, 0.5, 1.0452628221032856, 0] ['Imtiaz Ali', 6.46, 45.27, 'Spin', 1976, 1976, 0.5, 1.0346431062543595, 0] -['AL Padmore', 7.7, 55.02, 'PartSpin', 1976, 1976, 0.42105263157894735, 0.6754390353729925, 0] -['WW Daniel', 7.68, 29.63, 'Fast', 1976, 1984, 0.5, 1.1658744699114705, 0] +['AL Padmore', 7.7, 55.02, 'Spin', 1976, 1976, 0.42105263157894735, 0.8, 0] +['WW Daniel', 7.68, 30.23, 'Fast', 1976, 1984, 0.5, 1.1658744699114705, 0] ['HA Gomes', 39.88, 67.48, 'PartMed', 1976, 1987, 0.5, 0.873696110329969, 0] ['CL King', 26.62, 61.1, 'PartMed', 1976, 1980, 0.5, 1.109624616353191, 0] ['CEH Croft', 8.14, 29.21, 'Fast', 1977, 1982, 0.5, 1.0618114218540693, 0] ['J Garner', 12.52, 21.1, 'Fast', 1977, 1987, 0.5, 0.9305860139756331, 0] -['IT Shillingford', 23.66, 398.01, 'Bat', 1977, 1978, 0.5, 1.4, 0] -['RA Austin', 18.87, 137.52, 'Bat', 1978, 1978, 0.5, 1.9083969465648853, 0] +['IT Shillingford', 23.66, 398.01, 'Bat', 1977, 1978, 0.5, 1.2, 0] +['RA Austin', 18.87, 51.28, 'Bat', 1978, 1978, 0.5, 1.2, 0] ['DL Haynes', 41.32, 195.38, 'OpenBat', 1978, 1994, 0.5, 0.9732360097323599, 4] ['DR Parry', 19.13, 47.13, 'Spin', 1978, 1980, 0.5, 1.1143387780370493, 0] -['ST Clarke', 11.75, 26.37, 'Fast', 1978, 1982, 0.5, 1.0614507400670437, 0] -['AE Greenidge', 18.87, 398.01, 'OpenBat', 1978, 1979, 0.5, 1.4, 0] -['DA Murray', 20.85, 398.41, 'WK', 1978, 1982, 0.5, 1.4, 0] -['N Phillip', 19.76, 36.06, 'Fast', 1978, 1979, 0.5, 1.309873332774096, 0] +['ST Clarke', 11.75, 29.85, 'Fast', 1978, 1982, 0.5, 1.0614507400670437, 0] +['AE Greenidge', 18.87, 398.01, 'OpenBat', 1978, 1979, 0.5, 1.2, 0] +['DA Murray', 20.85, 398.41, 'WK', 1978, 1982, 0.5, 1.2, 0] +['N Phillip', 19.76, 36.06, 'Fast', 1978, 1979, 0.5, 1.2, 0] ['S Shivnarine', 22.58, 96.5, 'PartSpin', 1978, 1979, 0.5, 1.1382224645583423, 0] -['AB Williams', 26.96, 398.01, 'OpenBat', 1978, 1979, 0.5, 1.4, 0] +['AB Williams', 26.96, 398.01, 'OpenBat', 1978, 1979, 0.5, 1.2, 0] ['SFAF Bacchus', 25.3, 199.2, 'OpenBat', 1978, 1982, 0.5, 1.1235955056179776, 0] ['MD Marshall', 18.61, 20.68, 'Fast', 1978, 1991, 0.5, 0.9953493074512182, 0] -['HS Chang', 19.66, 401.2, 'Bat', 1979, 1979, 0.5, 1.4, 0] +['HS Chang', 19.66, 401.2, 'Bat', 1979, 1979, 0.5, 1.2, 0] ['R Nanan', 12.22, 36.89, 'Spin', 1980, 1980, 0.24242424242424243, 0.9467332501040365, 0] ['EH Mattis', 20.6, 200.47, 'Bat', 1981, 1981, 0.36159600997506236, 0.8739076154806492, 0] -['PJL Dujon', 31.2, 390.75, 'WK', 1981, 1991, 0.5, 1.4, 0] -['AL Logie', 34.74, 194.11, 'Bat', 1983, 1991, 0.5, 1.2467532467532467, 0] +['PJL Dujon', 31.2, 390.75, 'WK', 1981, 1991, 0.5, 1.2, 0] +['AL Logie', 34.74, 194.11, 'Bat', 1983, 1991, 0.5, 1.2, 0] ['WW Davis', 11.24, 38.94, 'Fast', 1983, 1988, 0.5, 1.1624081010579073, 0] ['EAE Baptiste', 19.73, 34.6, 'Fast', 1983, 1990, 0.5, 0.9051737998006365, 0] -['RB Richardson', 43.5, 136.96, 'Bat', 1983, 1995, 0.5, 0.5994005994005993, 24] -['RA Harper', 18.62, 34.38, 'Spin', 1983, 1993, 0.5, 0.7848859301141459, 0] -['MA Small', 7.71, 48.59, 'Fast', 1984, 1984, 1.0, 1.2592592592592593, 0] +['RB Richardson', 43.5, 52.04, 'Bat', 1983, 1995, 0.5, 0.8, 24] +['RA Harper', 18.62, 34.38, 'Spin', 1983, 1993, 0.5, 0.8, 0] +['MA Small', 7.71, 48.59, 'Fast', 1984, 1984, 1.0, 1.2, 0] ['CA Walsh', 7.55, 24.44, 'Fast', 1984, 2001, 0.4482758620689655, 0.9255452082294352, 22] -['CG Butts', 10.44, 41.49, 'PartSpin', 1985, 1988, 0.3870967741935484, 0.8384296705464587, 0] -['CA Best', 24.41, 135.16, 'Bat', 1986, 1990, 0.46530612244897956, 1.5384615384615383, 0] -['BP Patterson', 5.41, 36.27, 'Fast', 1986, 1992, 0.3589108910891089, 1.3080313763685063, 0] -['TRO Payne', 20.72, 390.75, 'WK', 1986, 1986, 0.8333333333333334, 1.4, 0] -['AH Gray', 8.39, 33.44, 'Fast', 1986, 1987, 0.3582089552238806, 0.9296705464588675, 0] +['CG Butts', 10.44, 41.49, 'Spin', 1985, 1988, 0.3870967741935484, 0.8384296705464587, 0] +['CA Best', 24.41, 50.74, 'Bat', 1986, 1990, 0.46530612244897956, 1.2, 0] +['BP Patterson', 5.41, 36.27, 'Fast', 1986, 1992, 0.3589108910891089, 1.2, 0] +['TRO Payne', 20.72, 390.75, 'WK', 1986, 1986, 0.8333333333333334, 1.2, 0] +['AH Gray', 8.39, 33.72, 'Fast', 1986, 1987, 0.3582089552238806, 0.9296705464588675, 0] ['WKM Benjamin', 17.58, 35.62, 'Fast', 1987, 1995, 0.6017925736235595, 0.9805029837514948, 0] ['CL Hooper', 36.69, 49.73, 'PartSpin', 1987, 2002, 0.5027045890769499, 0.8912966111748191, 22] ['PV Simmons', 22.26, 49.52, 'OpenPartMed', 1988, 1997, 0.5183652353854112, 0.9018809657495788, 0] @@ -193,121 +194,121 @@ ['IR Bishop', 12.23, 26.17, 'Fast', 1989, 1998, 0.36259323006310956, 1.0144792759280687, 0] ['EA Moseley', 10.05, 38.57, 'Fast', 1990, 1990, 0.5833333333333334, 1.0989010989010988, 0] ['BC Lara', 52.89, 200.0, 'Bat', 1990, 2006, 0.6051232724143168, 0.9893992932862191, 47] -['IBA Allen', 6.82, 54.34, 'Fast', 1991, 1991, 0.3333333333333333, 1.402852466682254, 0] +['IBA Allen', 6.82, 54.34, 'Fast', 1991, 1991, 0.3333333333333333, 1.2, 0] ['CB Lambert', 27.82, 201.21, 'OpenBat', 1991, 1998, 0.40226628895184136, 1.090909090909091, 0] ['JC Adams', 41.93, 65.64, 'PartSpin', 1992, 2001, 0.37570163402769113, 1.0179978359926243, 15] ['KCG Benjamin', 7.96, 34.89, 'Fast', 1992, 1998, 0.4157303370786517, 1.188335959856859, 0] -['D Williams', 12.87, 410.68, 'WK', 1992, 1998, 0.3209549071618037, 1.4, 0] -['JR Murray', 22.39, 400.0, 'WK', 1993, 2002, 0.5497005988023952, 1.4, 0] -['AC Cummins', 13.02, 53.45, 'Fast', 1993, 1994, 0.4206008583690987, 1.207413945278023, 0] +['D Williams', 12.87, 410.68, 'WK', 1992, 1998, 0.3209549071618037, 1.2, 0] +['JR Murray', 22.39, 400.0, 'WK', 1993, 2002, 0.5497005988023952, 1.2, 0] +['AC Cummins', 13.02, 53.45, 'Fast', 1993, 1994, 0.4206008583690987, 1.2, 0] ['S Chanderpaul', 48.49, 72.99, 'Bat', 1994, 2015, 0.4331812374520898, 0.9950416948388551, 14] -['SC Williams', 24.14, 200.0, 'OpenBat', 1994, 2002, 0.49978876214617657, 2.237926972909305, 0] +['SC Williams', 24.14, 200.0, 'OpenBat', 1994, 2002, 0.49978876214617657, 1.2, 0] ['CE Cuffy', 3.47, 40.26, 'Fast', 1994, 2002, 0.22745098039215686, 0.9164603843464787, 0] ['R Dhanraj', 5.06, 49.28, 'Spin', 1994, 1996, 0.13709677419354838, 1.1986381858594268, 0] -['SL Campbell', 32.38, 400.0, 'OpenBat', 1995, 2002, 0.40257019136750943, 1.4, 0] -['CO Browne', 16.29, 395.13, 'WK', 1995, 2005, 0.40020682523267836, 1.4, 0] -['OD Gibson', 16.72, 43.89, 'Fast', 1995, 1999, 0.5344827586206896, 1.2529615454711134, 0] -['RG Samuels', 24.79, 406.5, 'OpenBat', 1996, 1997, 0.43508771929824563, 1.4, 0] -['PIC Thompson', 9.79, 55.07, 'Fast', 1996, 1997, 0.5, 2.049961861174676, 0] -['AFG Griffith', 22.8, 400.0, 'OpenBat', 1997, 2000, 0.30970873786407765, 1.4, 0] -['RIC Holder', 23.97, 400.0, 'Bat', 1997, 1999, 0.3941908713692946, 1.4, 0] +['SL Campbell', 32.38, 400.0, 'OpenBat', 1995, 2002, 0.40257019136750943, 1.2, 0] +['CO Browne', 16.29, 395.13, 'WK', 1995, 2005, 0.40020682523267836, 1.2, 0] +['OD Gibson', 16.72, 43.89, 'Fast', 1995, 1999, 0.5344827586206896, 1.2, 0] +['RG Samuels', 24.79, 406.5, 'OpenBat', 1996, 1997, 0.43508771929824563, 1.2, 0] +['PIC Thompson', 9.79, 55.07, 'Fast', 1996, 1997, 0.5, 1.2, 0] +['AFG Griffith', 22.8, 400.0, 'OpenBat', 1997, 2000, 0.30970873786407765, 1.2, 0] +['RIC Holder', 23.97, 400.0, 'Bat', 1997, 1999, 0.3941908713692946, 1.2, 0] ['FA Rose', 11.85, 39.76, 'Fast', 1997, 2000, 0.5165165165165165, 1.1109703515018798, 0] ['M Dillon', 8.34, 35.05, 'Fast', 1997, 2004, 0.39753801593048516, 1.038256698227236, 0] -['FL Reifer', 15.31, 385.36, 'Bat', 1997, 2009, 0.3217391304347826, 1.4, 2] -['RN Lewis', 12.77, 55.34, 'PartSpin', 1997, 2008, 0.45408163265306123, 1.0362969051235338, 0] -['PA Wallace', 21.8, 400.0, 'OpenBat', 1997, 1999, 0.578838174273859, 1.4, 0] +['FL Reifer', 15.31, 385.36, 'Bat', 1997, 2009, 0.3217391304347826, 1.2, 2] +['RN Lewis', 12.77, 55.34, 'Spin', 1997, 2008, 0.45408163265306123, 1.0362969051235338, 0] +['PA Wallace', 21.8, 400.0, 'OpenBat', 1997, 1999, 0.578838174273859, 1.2, 0] ['NAM McLean', 11.58, 42.04, 'Fast', 1998, 2001, 0.4986449864498645, 1.16660507335141, 0] ['D Ramnarine', 5.77, 38.15, 'Spin', 1998, 2002, 0.24824355971896955, 0.813098947615968, 0] -['RD Jacobs', 27.64, 390.37, 'WK', 1998, 2004, 0.4780189204229271, 1.4, 2] +['RD Jacobs', 27.64, 390.37, 'WK', 1998, 2004, 0.4780189204229271, 1.2, 2] ['D Ganga', 24.77, 192.68, 'OpenBat', 1998, 2008, 0.38876889848812096, 1.1359982852856074, 2] ['RD King', 3.38, 39.74, 'Fast', 1999, 2005, 0.20689655172413793, 1.0103404919361265, 0] ['PT Collins', 5.69, 35.19, 'Fast', 1999, 2006, 0.33523537803138376, 1.0578051671376347, 0] -['DRE Joseph', 17.91, 396.3, 'Bat', 1999, 1999, 0.43788819875776397, 1.4, 0] -['S Ragoonath', 15.86, 396.3, 'OpenBat', 1999, 1999, 0.30952380952380953, 1.4, 0] +['DRE Joseph', 17.91, 396.3, 'Bat', 1999, 1999, 0.43788819875776397, 1.2, 0] +['S Ragoonath', 15.86, 396.3, 'OpenBat', 1999, 1999, 0.30952380952380953, 1.2, 0] ['NO Perry', 12.04, 41.21, 'Spin', 1999, 1999, 0.4111111111111111, 1.1556799336650083, 0] -['LA Roberts', 15.16, 396.3, 'Bat', 1999, 1999, 0.0, 1.4, 0] +['LA Roberts', 15.16, 396.3, 'Bat', 1999, 1999, 0.0, 1.2, 0] ['CD Collymore', 6.76, 34.44, 'Fast', 1999, 2007, 0.3068535825545171, 0.94493291259423, 0] -['RL Powell', 15.35, 145.36, 'PartSpin', 1999, 2004, 0.6973684210526315, 1.260612297401595, 0] +['RL Powell', 15.35, 64.36, 'PartSpin', 1999, 2004, 0.6973684210526315, 1.2, 0] ['CH Gayle', 38.79, 46.07, 'OpenPartSpin', 2000, 2014, 0.6026733500417711, 0.8359624620702127, 20] ['WW Hinds', 31.96, 52.4, 'OpenPartMed', 2000, 2005, 0.47774317640593517, 1.0542711382852308, 0] ['RR Sarwan', 36.9, 56.57, 'Bat', 2000, 2011, 0.4679589875040051, 1.0990568712317375, 4] ['MV Nagamootoo', 14.14, 46.91, 'Spin', 2000, 2002, 0.5255681818181818, 0.8642678823401714, 0] -['MI Black', 3.51, 49.29, 'Fast', 2000, 2002, 0.16666666666666666, 1.268485466598674, 0] +['MI Black', 3.51, 49.29, 'Fast', 2000, 2002, 0.16666666666666666, 1.2, 0] ['MN Samuels', 29.96, 59.47, 'PartSpin', 2000, 2016, 0.4765786592042828, 1.0603695029924538, 0] ['CEL Stuart', 4.11, 49.09, 'Fast', 2000, 2001, 0.16901408450704225, 1.1562822212402415, 0] -['NC McGarrell', 12.77, 40.6, 'Spin', 2001, 2001, 0.2837209302325581, 0.7576264383195076, 0] -['LV Garrick', 18.02, 390.37, 'OpenBat', 2001, 2001, 0.35526315789473684, 1.4, 0] +['NC McGarrell', 12.77, 40.6, 'Spin', 2001, 2001, 0.2837209302325581, 0.8, 0] +['LV Garrick', 18.02, 390.37, 'OpenBat', 2001, 2001, 0.35526315789473684, 1.2, 0] ['RO Hinds', 20.09, 45.29, 'PartSpin', 2002, 2009, 0.40562248995983935, 0.9537695824243289, 0] ['A Sanford', 4.37, 48.81, 'Fast', 2002, 2004, 0.21951219512195122, 1.1832457437769457, 0] ['DBL Powell', 7.22, 46.36, 'Fast', 2002, 2009, 0.3567046450482033, 1.0983818577989701, 0] -['GR Breese', 14.96, 48.84, 'Spin', 2002, 2002, 0.19230769230769232, 1.4409734576247064, 0] -['JJC Lawson', 3.97, 42.81, 'Fast', 2002, 2005, 0.2937853107344633, 1.2541057031949836, 0] +['GR Breese', 14.96, 48.84, 'Spin', 2002, 2002, 0.19230769230769232, 1.2, 0] +['JJC Lawson', 3.97, 42.81, 'Fast', 2002, 2005, 0.2937853107344633, 1.2, 0] ['VC Drakes', 16.91, 38.19, 'Fast', 2002, 2004, 0.4713064713064713, 1.0374284165506142, 0] ['DS Smith', 22.48, 183.49, 'OpenBat', 2003, 2015, 0.46688159437280186, 0.9493670886075948, 0] -['CS Baugh', 16.51, 367.2, 'WK', 2003, 2012, 0.5, 1.4, 0] -['DE Bernard', 17.88, 43.27, 'PartFast', 2003, 2009, 0.531578947368421, 1.3701673826099838, 0] +['CS Baugh', 16.51, 367.2, 'WK', 2003, 2012, 0.5, 1.2, 0] +['DE Bernard', 17.88, 43.27, 'PartFast', 2003, 2009, 0.531578947368421, 1.2, 0] ['OAC Banks', 17.98, 56.21, 'Spin', 2003, 2005, 0.38922888616891066, 1.1163649133122637, 0] ['TL Best', 11.1, 41.41, 'Fast', 2003, 2013, 0.5679886685552408, 1.1743297965041777, 0] ['JE Taylor', 11.97, 32.31, 'Fast', 2003, 2016, 0.6257309941520468, 1.0966003756509024, 0] -['FH Edwards', 6.03, 35.24, 'Fast', 2003, 2012, 0.28203292770221905, 1.2396226976522748, 0] -['D Mohammed', 13.34, 43.06, 'Spin', 2004, 2006, 0.7165605095541401, 1.213993639254884, 0] +['FH Edwards', 6.03, 35.24, 'Fast', 2003, 2012, 0.28203292770221905, 1.2, 0] +['D Mohammed', 13.34, 43.06, 'Spin', 2004, 2006, 0.7165605095541401, 1.2, 0] ['DR Smith', 18.57, 49.61, 'PartMed', 2004, 2006, 0.700218818380744, 1.0227441653039988, 0] ['DJ Bravo', 28.9, 42.27, 'Fast', 2004, 2010, 0.48597305058537665, 1.0092351199681853, 1] -['SC Joseph', 15.98, 184.45, 'OpenBat', 2004, 2007, 0.37789203084832906, 1.2738853503184713, 0] +['SC Joseph', 15.98, 184.45, 'OpenBat', 2004, 2007, 0.37789203084832906, 1.2, 0] ['N Deonarine', 23.04, 46.26, 'PartSpin', 2005, 2013, 0.4195601851851852, 0.9007301851992217, 0] -['DJ Pagon', 15.98, 372.44, 'Bat', 2005, 2005, 0.37755102040816324, 1.4, 0] -['DM Washington', 10.04, 123.12, 'PartFast', 2005, 2005, 0.28, 1.0344827586206895, 0] -['XM Marshall', 14.58, 183.88, 'OpenBat', 2005, 2009, 0.4979508196721312, 0.0, 0] -['RS Morton', 20.74, 184.45, 'Bat', 2005, 2008, 0.48070469798657717, 1.447596988998263, 0] -['D Ramdin', 23.88, 369.12, 'WK', 2005, 2016, 0.4874684608915055, 1.4, 13] -['RR Ramdass', 15.06, 372.44, 'OpenBat', 2005, 2005, 0.5098039215686274, 1.4, 0] +['DJ Pagon', 15.98, 372.44, 'Bat', 2005, 2005, 0.37755102040816324, 1.2, 0] +['DM Washington', 10.04, 59.98, 'Fast', 2005, 2005, 0.28, 1.0344827586206895, 0] +['XM Marshall', 14.58, 183.88, 'OpenBat', 2005, 2009, 0.4979508196721312, 1.2, 0] +['RS Morton', 20.74, 184.45, 'Bat', 2005, 2008, 0.48070469798657717, 1.2, 0] +['D Ramdin', 23.88, 369.12, 'WK', 2005, 2016, 0.4874684608915055, 1.2, 13] +['RR Ramdass', 15.06, 372.44, 'OpenBat', 2005, 2005, 0.5098039215686274, 1.2, 0] ['IDR Bradshaw', 11.77, 42.09, 'Fast', 2006, 2006, 0.2696629213483146, 1.0106240291458979, 0] ['DJG Sammy', 20.01, 37.71, 'Fast', 2007, 2013, 0.6788096459722934, 0.9186635029583388, 30] -['BA Parchment', 14.15, 367.2, 'OpenBat', 2008, 2008, 0.3353658536585366, 1.4, 0] +['BA Parchment', 14.15, 367.2, 'OpenBat', 2008, 2008, 0.3353658536585366, 1.2, 0] ['SJ Benn', 13.12, 37.16, 'Spin', 2008, 2015, 0.6059850374064838, 0.887943852298205, 0] -['S Chattergoon', 16.26, 367.2, 'OpenBat', 2008, 2008, 0.43944636678200694, 1.4, 0] -['AS Jaggernauth', 6.02, 38.28, 'PartSpin', 2008, 2008, 0.0, 1.3250517598343685, 0] -['LS Baker', 5.72, 58.97, 'PartFast', 2008, 2009, 0.41818181818181815, 1.1399711399711399, 0] +['S Chattergoon', 16.26, 367.2, 'OpenBat', 2008, 2008, 0.43944636678200694, 1.2, 0] +['AS Jaggernauth', 6.02, 38.28, 'Spin', 2008, 2008, 0.0, 1.2, 0] +['LS Baker', 5.72, 58.97, 'Fast', 2008, 2009, 0.41818181818181815, 1.1399711399711399, 0] ['BP Nash', 30.36, 75.19, 'Bat', 2008, 2011, 0.43288854003139715, 0.9532263044149428, 0] -['LMP Simmons', 17.12, 82.2, 'OpenPartFast', 2009, 2011, 0.4688026981450253, 1.4537183544303796, 0] +['LMP Simmons', 17.12, 82.2, 'OpenPartFast', 2009, 2011, 0.4688026981450253, 1.2, 0] ['RA Austin', 5.89, 35.32, 'Spin', 2009, 2009, 0.18055555555555555, 0.9027723848722528, 0] -['TM Dowlin', 20.43, 125.16, 'OpenBat', 2009, 2010, 0.46226415094339623, 0.9493670886075948, 0] -['NO Miller', 9.66, 26.61, 'PartSpin', 2009, 2009, 0.08771929824561403, 0.9637514384349826, 0] -['OJ Phillips', 16.79, 366.97, 'OpenBat', 2009, 2009, 0.5128205128205128, 1.4, 0] -['DM Richards', 19.43, 369.12, 'OpenBat', 2009, 2010, 0.7575757575757576, 1.4, 0] +['TM Dowlin', 20.43, 45.19, 'OpenBat', 2009, 2010, 0.46226415094339623, 0.9493670886075948, 0] +['NO Miller', 9.66, 33.12, 'Spin', 2009, 2009, 0.08771929824561403, 0.9637514384349826, 0] +['OJ Phillips', 16.79, 366.97, 'OpenBat', 2009, 2009, 0.5128205128205128, 1.2, 0] +['DM Richards', 19.43, 369.12, 'OpenBat', 2009, 2010, 0.7575757575757576, 1.2, 0] ['KAJ Roach', 9.52, 28.85, 'Fast', 2009, 2017, 0.34770114942528735, 1.02975931419204, 0] -['CAK Walton', 13.36, 366.97, 'WK', 2009, 2009, 0.65, 1.4, 0] -['AB Barath', 20.81, 184.56, 'OpenBat', 2009, 2012, 0.473342939481268, 1.2658227848101264, 0] +['CAK Walton', 13.36, 366.97, 'WK', 2009, 2009, 0.65, 1.2, 0] +['AB Barath', 20.81, 184.56, 'OpenBat', 2009, 2012, 0.473342939481268, 1.2, 0] ['R Rampaul', 11.32, 41.89, 'Fast', 2009, 2012, 0.5325914149443561, 0.9410877244627611, 0] -['GC Tonge', 8.17, 42.22, 'PartFast', 2009, 2009, 0.9615384615384616, 1.277124773960217, 0] -['NT Pascal', 3.63, 50.35, 'PartFast', 2010, 2010, 0.4444444444444444, 1.0982874162323157, 0] +['GC Tonge', 8.17, 42.22, 'Fast', 2009, 2009, 0.9615384615384616, 1.2, 0] +['NT Pascal', 3.63, 48.08, 'PartFast', 2010, 2010, 0.4444444444444444, 1.0982874162323157, 0] ['S Shillingford', 10.54, 33.21, 'Spin', 2010, 2014, 0.42356687898089174, 0.984723688459858, 0] -['BJ Bess', 4.2, 68.46, 'PartFast', 2010, 2010, 0.9166666666666666, 2.2395326192794545, 0] -['DM Bravo', 37.12, 185.59, 'Bat', 2010, 2016, 0.45655968846515377, 0.6389776357827477, 0] -['AD Russell', 10.8, 61.45, 'PartFast', 2010, 2010, 0.2222222222222222, 1.430930104567969, 0] +['BJ Bess', 4.2, 68.46, 'PartFast', 2010, 2010, 0.9166666666666666, 1.2, 0] +['DM Bravo', 37.12, 185.59, 'Bat', 2010, 2016, 0.45655968846515377, 0.8, 0] +['AD Russell', 10.8, 62.83, 'Fast', 2010, 2010, 0.2222222222222222, 1.2, 0] ['D Bishoo', 15.09, 33.91, 'Spin', 2011, 2017, 0.39915966386554624, 1.0186305324844438, 0] ['KC Brathwaite', 34.69, 56.27, 'OpenPartSpin', 2011, 2017, 0.4232497463400493, 1.0549478450373442, 1] -['KA Edwards', 28.21, 185.07, 'Bat', 2011, 2014, 0.48050682261208577, 1.5127388535031847, 0] -['KOA Powell', 25.89, 44.9, 'OpenBat', 2011, 2017, 0.48517520215633425, 0.0, 0] +['KA Edwards', 28.21, 185.07, 'Bat', 2011, 2014, 0.48050682261208577, 1.2, 0] +['KOA Powell', 25.89, 44.76, 'OpenBat', 2011, 2017, 0.48517520215633425, 1.2, 0] ['ST Gabriel', 4.58, 34.72, 'Fast', 2012, 2017, 0.37593984962406013, 1.064131535884049, 0] -['AB Fudadin', 18.58, 129.91, 'Bat', 2012, 2012, 0.32105263157894737, 0.7006369426751592, 0] -['SP Narine', 11.15, 42.61, 'Spin', 2012, 2013, 0.43478260869565216, 0.9855240301100174, 0] -['V Permaul', 8.52, 32.63, 'Spin', 2012, 2015, 0.7101449275362319, 1.1017820065575605, 0] -['SS Cottrell', 7.75, 45.11, 'PartFast', 2013, 2014, 0.4583333333333333, 1.3613001805806364, 0] +['AB Fudadin', 18.58, 49.71, 'Bat', 2012, 2012, 0.32105263157894737, 0.8, 0] +['SP Narine', 11.15, 43.42, 'Spin', 2012, 2013, 0.43478260869565216, 0.9855240301100174, 0] +['V Permaul', 8.52, 34.59, 'Spin', 2012, 2015, 0.7101449275362319, 1.1017820065575605, 0] +['SS Cottrell', 7.75, 45.11, 'Fast', 2013, 2014, 0.4583333333333333, 1.2, 0] ['J Blackwood', 28.51, 53.18, 'Bat', 2014, 2017, 0.592128801431127, 1.1589008363201911, 0] ['JO Holder', 27.48, 36.64, 'Fast', 2014, 2017, 0.5712945590994372, 0.8352193711995199, 21] -['LR Johnson', 22.06, 187.56, 'OpenBat', 2014, 2016, 0.484375, 0.7211538461538461, 0] -['KK Peters', 5.6, 31.79, 'Med', 2014, 2014, 0.0, 1.1022364217252396, 0] -['SD Hope', 30.29, 379.03, 'Bat', 2015, 2017, 0.4227504244482173, 1.4, 0] -['SO Dowrich', 22.19, 379.03, 'WK', 2015, 2017, 0.4716612377850163, 1.4, 0] -['R Chandrika', 14.56, 379.03, 'OpenBat', 2015, 2016, 0.3125, 1.4, 0] -['JA Warrican', 4.52, 29.08, 'Spin', 2015, 2016, 0.5701754385964912, 1.345848757271285, 0] -['CR Brathwaite', 19.73, 40.11, 'PartFast', 2015, 2016, 0.6373239436619719, 1.1480075901328273, 0] +['LR Johnson', 22.06, 187.56, 'OpenBat', 2014, 2016, 0.484375, 0.8, 0] +['KK Peters', 5.6, 35.85, 'Med', 2014, 2014, 0.0, 1.1022364217252396, 0] +['SD Hope', 30.29, 379.03, 'Bat', 2015, 2017, 0.4227504244482173, 1.2, 0] +['SO Dowrich', 22.19, 379.03, 'WK', 2015, 2017, 0.4716612377850163, 1.2, 0] +['R Chandrika', 14.56, 379.03, 'OpenBat', 2015, 2016, 0.3125, 1.2, 0] +['JA Warrican', 4.52, 32.19, 'Spin', 2015, 2016, 0.5701754385964912, 1.2, 0] +['CR Brathwaite', 19.73, 40.11, 'Fast', 2015, 2016, 0.6373239436619719, 1.1480075901328273, 0] ['RL Chase', 33.71, 41.75, 'Spin', 2016, 2017, 0.46669588080631025, 1.1012357919337132, 0] ['ML Cummins', 3.9, 33.76, 'Fast', 2016, 2017, 0.4423076923076923, 1.1147011308562196, 0] ['AS Joseph', 3.06, 36.52, 'Fast', 2016, 2017, 0.29285714285714287, 1.001230786844892, 0] -['SO Hetmyer', 21.06, 377.48, 'Bat', 2017, 2017, 0.7100977198697068, 1.4, 0] -['VA Singh', 20.76, 377.48, 'Bat', 2017, 2017, 0.3165829145728643, 1.4, 0] -['KA Hope', 16.89, 377.48, 'Bat', 2017, 2017, 0.404, 1.4, 0] -['SW Ambris', 17.99, 377.48, 'Bat', 2017, 2017, 0.5102040816326531, 1.4, 0] +['SO Hetmyer', 21.06, 377.48, 'Bat', 2017, 2017, 0.7100977198697068, 1.2, 0] +['VA Singh', 20.76, 377.48, 'Bat', 2017, 2017, 0.3165829145728643, 1.2, 0] +['KA Hope', 16.89, 377.48, 'Bat', 2017, 2017, 0.404, 1.2, 0] +['SW Ambris', 17.99, 377.48, 'Bat', 2017, 2017, 0.5102040816326531, 1.2, 0] ['RA Reifer', 16.88, 33.44, 'Fast', 2017, 2017, 0.26262626262626265, 0.9431939978563773, 0] diff --git a/zimbabwedata.txt b/zimbabwedata.txt index ceb157c..754c738 100644 --- a/zimbabwedata.txt +++ b/zimbabwedata.txt @@ -1,104 +1,105 @@ +['KJ Arnott', 22.7, 399.87, 'OpenBat', 1992, 1993, 0.326133909287257, 1.2, 0] ['EA Brandes', 10.03, 47.21, 'Fast', 1992, 1999, 0.3611940298507463, 1.035767186547007, 0] -['MG Burmester', 19.88, 64.74, 'PartMed', 1992, 1992, 0.40601503759398494, 1.1400924127770709, 0] -['ADR Campbell', 27.61, 148.75, 'Bat', 1992, 2002, 0.41765307613619757, 0.9123492994460736, 21] -['GJ Crocker', 17.9, 73.59, 'PartFast', 1992, 1992, 0.38764044943820225, 1.0420668459469842, 0] -['A Flower', 52.3, 202.91, 'WK', 1992, 2002, 0.45073335840541556, 2.8673835125448024, 20] +['MG Burmester', 19.88, 64.74, 'Med', 1992, 1992, 0.40601503759398494, 1.1400924127770709, 0] +['ADR Campbell', 27.61, 60.82, 'Bat', 1992, 2002, 0.41765307613619757, 0.9123492994460736, 21] +['GJ Crocker', 17.9, 73.59, 'Fast', 1992, 1992, 0.38764044943820225, 1.0420668459469842, 0] +['A Flower', 52.3, 202.91, 'WK', 1992, 2002, 0.45073335840541556, 1.2, 20] ['GW Flower', 29.55, 59.15, 'OpenPartSpin', 1992, 2004, 0.3452511734744832, 0.9646705872753861, 0] -['DL Houghton', 42.78, 201.21, 'Bat', 1992, 1997, 0.4545172306737038, 0.0, 4] -['MP Jarvis', 5.76, 48.67, 'Fast', 1992, 1994, 0.26666666666666666, 0.6735699492965793, 0] -['AJ Pycroft', 23.58, 399.87, 'Bat', 1992, 1992, 0.4021164021164021, 1.4, 0] +['DL Houghton', 42.78, 201.21, 'Bat', 1992, 1997, 0.4545172306737038, 1.2, 4] +['MP Jarvis', 5.76, 48.67, 'Fast', 1992, 1994, 0.26666666666666666, 0.8, 0] +['AJ Pycroft', 23.58, 399.87, 'Bat', 1992, 1992, 0.4021164021164021, 1.2, 0] ['AJ Traicos', 6.39, 55.27, 'Spin', 1970, 1993, 0.14393939393939395, 1.0767141316979598, 0] -['AH Omarshah', 16.26, 90.71, 'PartMed', 1992, 1996, 0.28438228438228436, 1.466275659824047, 0] +['AH Omarshah', 16.26, 90.71, 'PartMed', 1992, 1996, 0.28438228438228436, 1.2, 0] ['DH Brain', 13.48, 47.75, 'Fast', 1992, 1995, 0.6149732620320856, 1.1029633350075339, 0] -['GA Briant', 13.69, 403.77, 'Bat', 1993, 1993, 0.3333333333333333, 1.4, 0] -['U Ranchod', 10.67, 61.75, 'PartSpin', 1993, 1993, 0.27586206896551724, 1.3636363636363638, 0] -['GK Bruk-Jackson', 15.58, 403.77, 'Bat', 1993, 1993, 0.38235294117647056, 1.4, 0] -['MH Dekker', 15.58, 154.45, 'OpenBat', 1993, 1996, 0.3153409090909091, 0.5454545454545455, 0] -['SG Peall', 11.24, 70.74, 'PartSpin', 1993, 1994, 0.5172413793103449, 0.7444717444717446, 0] -['JA Rennie', 12.85, 73.79, 'PartFast', 1993, 1997, 0.2719298245614035, 0.8861959107956606, 0] +['GA Briant', 13.69, 403.77, 'Bat', 1993, 1993, 0.3333333333333333, 1.2, 0] +['U Ranchod', 10.67, 61.75, 'PartSpin', 1993, 1993, 0.27586206896551724, 1.2, 0] +['GK Bruk-Jackson', 15.58, 403.77, 'Bat', 1993, 1993, 0.38235294117647056, 1.2, 0] +['MH Dekker', 15.58, 67.26, 'OpenBat', 1993, 1996, 0.3153409090909091, 0.8, 0] +['SG Peall', 11.24, 70.74, 'Spin', 1993, 1994, 0.5172413793103449, 0.8, 0] +['JA Rennie', 12.85, 73.79, 'Fast', 1993, 1997, 0.2719298245614035, 0.8861959107956606, 0] ['HH Streak', 22.15, 27.88, 'Fast', 1993, 2005, 0.3706463028496927, 0.9340352041694324, 21] ['GJ Whittall', 29.43, 50.97, 'PartMed', 1993, 2002, 0.4107574911595012, 0.9446980630975057, 0] -['WR James', 21.33, 402.41, 'WK', 1993, 1994, 0.3961038961038961, 1.4, 0] +['WR James', 21.33, 402.41, 'WK', 1993, 1994, 0.3961038961038961, 1.2, 0] ['PA Strang', 26.06, 42.1, 'Spin', 1994, 2001, 0.43743482794577687, 0.9347895920334083, 0] -['SV Carlisle', 26.59, 395.13, 'Bat', 1995, 2005, 0.37280701754385964, 1.4, 6] -['HK Olonga', 5.42, 53.22, 'Fast', 1995, 2002, 0.23499361430395913, 1.2338450284365174, 0] +['SV Carlisle', 26.59, 395.13, 'Bat', 1995, 2005, 0.37280701754385964, 1.2, 6] +['HK Olonga', 5.42, 53.22, 'Fast', 1995, 2002, 0.23499361430395913, 1.2, 0] ['BC Strang', 12.92, 40.79, 'Med', 1995, 2001, 0.5477031802120141, 0.8596855104163211, 0] -['IP Butchart', 13.86, 143.59, 'Bat', 1995, 1995, 0.3150684931506849, 1.338199513381995, 0] -['ACI Lock', 10.71, 42.67, 'Fast', 1995, 1995, 0.24242424242424243, 1.2773722627737225, 0] -['CB Wishart', 22.14, 395.13, 'Bat', 1995, 2005, 0.45390657296403475, 1.4, 0] -['CN Evans', 18.05, 137.16, 'Bat', 1996, 2003, 0.32298136645962733, 1.3318112633181127, 0] -['AR Whittall', 8.03, 88.59, 'PartSpin', 1996, 1999, 0.2602739726027397, 0.9989910552295462, 0] -['EZ Matambanadzo', 5.1, 65.61, 'PartFast', 1996, 1999, 0.1827956989247312, 1.3803003533568903, 0] +['IP Butchart', 13.86, 54.61, 'Bat', 1995, 1995, 0.3150684931506849, 1.2, 0] +['ACI Lock', 10.71, 42.67, 'Fast', 1995, 1995, 0.24242424242424243, 1.2, 0] +['CB Wishart', 22.14, 395.13, 'Bat', 1995, 2005, 0.45390657296403475, 1.2, 0] +['CN Evans', 18.05, 51.55, 'Bat', 1996, 2003, 0.32298136645962733, 1.2, 0] +['AR Whittall', 8.03, 88.59, 'Spin', 1996, 1999, 0.2602739726027397, 0.9989910552295462, 0] +['EZ Matambanadzo', 5.1, 65.61, 'Fast', 1996, 1999, 0.1827956989247312, 1.2, 0] ['M Mbangwa', 3.05, 44.7, 'Fast', 1996, 2000, 0.17616580310880828, 0.8215956050896459, 0] -['AC Waller', 16.49, 406.5, 'Bat', 1996, 1996, 0.39655172413793105, 1.4, 0] +['AC Waller', 16.49, 406.5, 'Bat', 1996, 1996, 0.39655172413793105, 1.2, 0] ['AG Huckle', 5.61, 67.68, 'Spin', 1997, 1998, 0.3756345177664975, 1.1790581957164492, 0] -['GJ Rennie', 22.46, 64.36, 'OpenBat', 1997, 2002, 0.35203028217481075, 1.36986301369863, 0] -['MW Goodwin', 41.97, 198.15, 'Bat', 1998, 2000, 0.46315099901735995, 1.207983193277311, 0] -['TN Madondo', 19.83, 396.3, 'Bat', 1998, 2000, 0.391304347826087, 1.4, 0] -['DP Viljoen', 17.37, 58.52, 'OpenPartSpin', 1998, 2000, 0.3275862068965517, 1.2896825396825398, 0] +['GJ Rennie', 22.46, 64.36, 'OpenBat', 1997, 2002, 0.35203028217481075, 1.2, 0] +['MW Goodwin', 41.97, 198.15, 'Bat', 1998, 2000, 0.46315099901735995, 1.2, 0] +['TN Madondo', 19.83, 396.3, 'Bat', 1998, 2000, 0.391304347826087, 1.2, 0] +['DP Viljoen', 17.37, 58.52, 'OpenPartSpin', 1998, 2000, 0.3275862068965517, 1.2, 0] ['NC Johnson', 23.1, 53.4, 'PartFast', 1998, 2000, 0.48057813911472447, 1.0434232715008431, 0] -['TR Gripper', 21.17, 64.73, 'OpenPartSpin', 1999, 2004, 0.32713303679741207, 1.2880260810520145, 0] -['GB Brent', 13.51, 42.75, 'Med', 1999, 2001, 0.23178807947019867, 0.7887597548313628, 0] +['TR Gripper', 21.17, 64.73, 'OpenPartSpin', 1999, 2004, 0.32713303679741207, 1.2, 0] +['GB Brent', 13.51, 42.75, 'Med', 1999, 2001, 0.23178807947019867, 0.8, 0] ['RW Price', 8.19, 36.96, 'Spin', 1999, 2013, 0.31790499390986604, 0.8985719402613178, 0] ['BA Murphy', 13.19, 67.3, 'Spin', 2000, 2001, 0.26004228329809725, 1.0622323740686779, 1] -['ML Nkala', 14.07, 63.29, 'PartMed', 2000, 2005, 0.413716814159292, 1.004726498797645, 0] -['DT Mutendera', 6.5, 138.86, 'PartFast', 2000, 2000, 0.5263157894736842, 0.7093933463796478, 0] +['ML Nkala', 14.07, 63.29, 'Med', 2000, 2005, 0.413716814159292, 1.004726498797645, 0] +['DT Mutendera', 6.5, 53.25, 'PartFast', 2000, 2000, 0.5263157894736842, 0.8, 0] ['DA Marillier', 23.35, 50.7, 'Spin', 2000, 2002, 0.425629290617849, 1.0595823095823096, 0] -['AM Blignaut', 25.27, 53.0, 'Fast', 2001, 2005, 0.6857585139318886, 1.2338323876813606, 0] -['DD Ebrahim', 21.85, 385.36, 'OpenBat', 2001, 2005, 0.39313222079589216, 1.4, 0] +['AM Blignaut', 25.27, 53.0, 'Fast', 2001, 2005, 0.6857585139318886, 1.2, 0] +['DD Ebrahim', 21.85, 385.36, 'OpenBat', 2001, 2005, 0.39313222079589216, 1.2, 0] ['BT Watambwa', 8.07, 45.37, 'Fast', 2001, 2002, 0.1864406779661017, 1.0561520859003695, 0] ['TJ Friend', 22.4, 55.97, 'Fast', 2001, 2004, 0.43823529411764706, 1.0936454849498327, 0] -['T Taibu', 27.96, 37.28, 'WK', 2001, 2012, 0.4142550911039657, 1.0748407643312101, 10] -['H Masakadza', 27.31, 35.17, 'PartMed', 2001, 2017, 0.4445392491467577, 0.7944356540084387, 1] +['T Taibu', 27.96, 39.12, 'WK', 2001, 2012, 0.4142550911039657, 1.0748407643312101, 10] +['H Masakadza', 27.31, 35.17, 'PartMed', 2001, 2017, 0.4445392491467577, 0.8, 1] ['DT Hondo', 7.8, 44.05, 'Fast', 2001, 2005, 0.2455621301775148, 1.0382618727167854, 0] -['NB Mahwire', 10.54, 48.47, 'Fast', 2002, 2005, 0.42485549132947975, 1.3940308057955118, 0] -['MA Vermeulen', 22.0, 127.76, 'Bat', 2002, 2014, 0.4776595744680851, 1.5873015873015872, 0] -['SM Ervine', 24.84, 64.78, 'Spin', 2003, 2004, 0.554140127388535, 1.3347093223254214, 0] +['NB Mahwire', 10.54, 48.47, 'Fast', 2002, 2005, 0.42485549132947975, 1.2, 0] +['MA Vermeulen', 22.0, 48.2, 'Bat', 2002, 2014, 0.4776595744680851, 1.2, 0] +['SM Ervine', 24.84, 64.78, 'Spin', 2003, 2004, 0.554140127388535, 1.2, 0] ['GM Ewing', 21.19, 78.65, 'PartSpin', 2003, 2005, 0.6206896551724138, 1.1967228205836327, 0] -['S Matsikenyeri', 19.63, 96.63, 'OpenPartSpin', 2003, 2005, 0.5057636887608069, 1.4005602240896358, 0] -['V Sibanda', 19.3, 367.2, 'OpenBat', 2003, 2014, 0.5021240441801189, 1.4, 0] +['S Matsikenyeri', 19.63, 96.63, 'OpenPartSpin', 2003, 2005, 0.5057636887608069, 1.2, 0] +['V Sibanda', 19.3, 367.2, 'OpenBat', 2003, 2014, 0.5021240441801189, 1.2, 0] ['E Chigumbura', 18.95, 44.59, 'Fast', 2004, 2014, 0.502206531332745, 1.0156020017662641, 0] -['A Maregwede', 12.93, 377.6, 'Bat', 2004, 2004, 0.5441176470588235, 1.4, 0] +['A Maregwede', 12.93, 377.6, 'Bat', 2004, 2004, 0.5441176470588235, 1.2, 0] ['T Panyangara', 11.09, 39.63, 'Fast', 2004, 2014, 0.522077922077922, 0.8171894579544464, 0] -['BRM Taylor', 30.02, 184.56, 'Bat', 2004, 2017, 0.5039519443566235, 1.717902350813743, 13] +['BRM Taylor', 30.02, 184.56, 'Bat', 2004, 2017, 0.5039519443566235, 1.2, 13] ['P Utseya', 12.21, 45.9, 'Spin', 2004, 2013, 0.4672489082969432, 1.0371213558464554, 0] -['T Mupariwa', 9.08, 44.74, 'PartFast', 2004, 2004, 0.3333333333333333, 1.30718954248366, 0] +['T Mupariwa', 9.08, 41.58, 'Fast', 2004, 2004, 0.3333333333333333, 1.2, 0] ['AG Cremer', 14.94, 38.04, 'Spin', 2005, 2017, 0.3258901629450815, 1.1770289511153298, 8] ['CB Mpofu', 4.1, 39.58, 'Fast', 2005, 2017, 0.42168674698795183, 1.0652585662629857, 0] -['BG Rogers', 16.0, 131.79, 'OpenBat', 2005, 2005, 0.3879310344827586, 1.8279569892473115, 0] -['NR Ferreira', 18.22, 372.44, 'OpenBat', 2005, 2005, 0.21212121212121213, 1.4, 0] +['BG Rogers', 16.0, 51.09, 'OpenBat', 2005, 2005, 0.3879310344827586, 1.2, 0] +['NR Ferreira', 18.22, 372.44, 'OpenBat', 2005, 2005, 0.21212121212121213, 1.2, 0] ['KM Dabengwa', 15.96, 63.07, 'Spin', 2005, 2005, 0.6428571428571429, 1.100309323906319, 0] -['CK Coventry', 15.61, 372.44, 'Bat', 2005, 2005, 0.946236559139785, 1.4, 0] -['T Duffin', 16.61, 372.44, 'OpenBat', 2005, 2005, 0.44692737430167595, 1.4, 0] -['W Mwayenga', 12.24, 60.8, 'PartMed', 2005, 2005, 0.8823529411764706, 1.2135176651305681, 0] -['CR Ervine', 29.39, 370.71, 'Bat', 2011, 2017, 0.48883116883116884, 1.4, 0] +['CK Coventry', 15.61, 372.44, 'Bat', 2005, 2005, 0.946236559139785, 1.2, 0] +['T Duffin', 16.61, 372.44, 'OpenBat', 2005, 2005, 0.44692737430167595, 1.2, 0] +['W Mwayenga', 12.24, 60.8, 'Med', 2005, 2005, 0.8823529411764706, 1.2, 0] +['CR Ervine', 29.39, 370.71, 'Bat', 2011, 2017, 0.48883116883116884, 1.2, 0] ['KM Jarvis', 6.14, 32.65, 'Fast', 2011, 2017, 0.346875, 1.1219843525949034, 0] -['TMK Mawoyo', 22.64, 370.71, 'OpenBat', 2011, 2016, 0.3704819277108434, 1.4, 0] +['TMK Mawoyo', 22.64, 370.71, 'OpenBat', 2011, 2016, 0.3704819277108434, 1.2, 0] ['BV Vitori', 6.94, 44.78, 'Fast', 2011, 2013, 0.6190476190476191, 1.0643747945037887, 0] -['GA Lamb', 18.34, 53.73, 'Spin', 2011, 2011, 0.38333333333333336, 1.3988095238095237, 0] -['RW Chakabva', 23.78, 370.71, 'WK', 2011, 2017, 0.40182054616384916, 1.4, 0] -['N Ncube', 4.8, 53.51, 'PartFast', 2011, 2011, 0.7391304347826086, 1.0975056689342402, 0] +['GA Lamb', 18.34, 53.73, 'Spin', 2011, 2011, 0.38333333333333336, 1.2, 0] +['RW Chakabva', 23.78, 370.71, 'WK', 2011, 2017, 0.40182054616384916, 1.2, 0] +['N Ncube', 4.8, 53.51, 'Fast', 2011, 2011, 0.7391304347826086, 1.0975056689342402, 0] ['MN Waller', 19.95, 45.04, 'PartSpin', 2011, 2017, 0.5079225352112676, 0.9164284513199934, 0] ['SW Masakadza', 10.9, 34.78, 'Fast', 2012, 2014, 0.36666666666666664, 0.9339833938357096, 0] -['F Mutizwa', 21.34, 370.14, 'Bat', 2012, 2012, 0.39344262295081966, 1.4, 0] -['TL Chatara', 5.23, 34.07, 'Fast', 2013, 2014, 0.45555555555555555, 0.7749866971656684, 0] +['F Mutizwa', 21.34, 370.14, 'Bat', 2012, 2012, 0.39344262295081966, 1.2, 0] +['TL Chatara', 5.23, 35.2, 'Fast', 2013, 2014, 0.45555555555555555, 0.8, 0] ['SC Williams', 27.91, 40.28, 'Spin', 2013, 2017, 0.5904628330995793, 1.0250762453405626, 0] -['T Maruma', 15.89, 371.17, 'OpenBat', 2013, 2013, 0.3076923076923077, 1.4, 0] -['KO Meth', 13.8, 27.45, 'Fast', 2013, 2013, 0.5581395348837209, 0.5798130398769378, 0] -['R Mutumbami', 17.77, 370.71, 'WK', 2013, 2014, 0.4737991266375546, 1.4, 0] +['T Maruma', 15.89, 371.17, 'OpenBat', 2013, 2013, 0.3076923076923077, 1.2, 0] +['KO Meth', 13.8, 36.59, 'Fast', 2013, 2013, 0.5581395348837209, 0.8, 0] +['R Mutumbami', 17.77, 370.71, 'WK', 2013, 2014, 0.4737991266375546, 1.2, 0] ['Sikandar Raza', 28.36, 53.32, 'PartSpin', 2013, 2017, 0.5566106647187729, 1.0828839057621347, 0] ['J Nyumbu', 3.63, 42.28, 'Spin', 2014, 2016, 0.29457364341085274, 1.099315465831303, 0] ['DT Tiripano', 14.33, 35.32, 'Fast', 2014, 2017, 0.3067226890756303, 0.95648912228057, 0] -['TP Kamungozi', 5.79, 55.07, 'PartSpin', 2014, 2014, 0.5, 0.7127058245269109, 0] -['BB Chari', 12.65, 187.56, 'OpenBat', 2014, 2016, 0.38315217391304346, 1.282051282051282, 0] +['TP Kamungozi', 5.79, 55.07, 'Spin', 2014, 2014, 0.5, 0.8, 0] +['BB Chari', 12.65, 187.56, 'OpenBat', 2014, 2016, 0.38315217391304346, 1.2, 0] ["N M'shangwe", 6.96, 46.31, 'Spin', 2014, 2014, 0.4444444444444444, 1.0555263477170707, 0] -['CJ Chibhabha', 16.76, 43.33, 'OpenPartMed', 2016, 2017, 0.36363636363636365, 1.2745869394177811, 0] +['CJ Chibhabha', 16.76, 43.33, 'OpenPartMed', 2016, 2017, 0.36363636363636365, 1.2, 0] ['MT Chinouya', 2.71, 35.34, 'Fast', 2016, 2016, 0.029411764705882353, 1.0639501980758346, 0] -['PS Masvaure', 14.88, 51.88, 'PartFast', 2016, 2016, 0.2972972972972973, 1.4055299539170505, 0] -['PJ Moor', 23.72, 379.03, 'WK', 2016, 2017, 0.46808510638297873, 1.4, 0] -['CT Mumba', 2.98, 29.9, 'Fast', 2016, 2016, 0.1590909090909091, 1.2350625129515784, 0] -['TK Musakanda', 12.68, 377.48, 'Bat', 2017, 2017, 0.2857142857142857, 1.4, 0] -['SF Mire', 11.3, 188.74, 'OpenPartFast', 2017, 2017, 0.5777777777777777, 0.7349563619660082, 0] +['PS Masvaure', 14.88, 49.98, 'PartFast', 2016, 2016, 0.2972972972972973, 1.2, 0] +['PJ Moor', 23.72, 379.03, 'WK', 2016, 2017, 0.46808510638297873, 1.2, 0] +['CT Mumba', 2.98, 31.46, 'Fast', 2016, 2016, 0.1590909090909091, 1.2, 0] +['TK Musakanda', 12.68, 377.48, 'Bat', 2017, 2017, 0.2857142857142857, 1.2, 0] +['SF Mire', 11.3, 188.74, 'OpenPartFast', 2017, 2017, 0.5777777777777777, 0.8, 0] ['TS Chisoro', 5.77, 47.9, 'Fast', 2017, 2017, 0.6, 0.8790581889845451, 0] -['RP Burl', 25.8, 377.48, 'Bat', 2017, 2017, 0.41025641025641024, 1.4, 0] -['B Muzarabani', 3.86, 30.92, 'PartFast', 2017, 2017, 1.0, 1.1872372000989366, 0] +['RP Burl', 25.8, 377.48, 'Bat', 2017, 2017, 0.41025641025641024, 1.2, 0] +['B Muzarabani', 3.86, 31.25, 'PartFast', 2017, 2017, 1.0, 1.1872372000989366, 0]