lots of de-duping

JeffSackmann · Aug 4, 2021 · 683f04b · 683f04b
1 parent 716e10d
commit 683f04b
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diff --git a/wta_matches_1937.csv b/wta_matches_1937.csv
diff --git a/wta_matches_1938.csv b/wta_matches_1938.csv
diff --git a/wta_matches_1939.csv b/wta_matches_1939.csv
diff --git a/wta_matches_1940.csv b/wta_matches_1940.csv
diff --git a/wta_matches_1945.csv b/wta_matches_1945.csv
diff --git a/wta_matches_1946.csv b/wta_matches_1946.csv
diff --git a/wta_matches_1947.csv b/wta_matches_1947.csv
diff --git a/wta_matches_1948.csv b/wta_matches_1948.csv
diff --git a/wta_matches_1949.csv b/wta_matches_1949.csv
diff --git a/wta_matches_1950.csv b/wta_matches_1950.csv
diff --git a/wta_matches_1951.csv b/wta_matches_1951.csv
diff --git a/wta_matches_1952.csv b/wta_matches_1952.csv
diff --git a/wta_matches_1953.csv b/wta_matches_1953.csv
diff --git a/wta_matches_1954.csv b/wta_matches_1954.csv
diff --git a/wta_matches_1955.csv b/wta_matches_1955.csv
diff --git a/wta_matches_1956.csv b/wta_matches_1956.csv
diff --git a/wta_matches_1957.csv b/wta_matches_1957.csv
diff --git a/wta_matches_1958.csv b/wta_matches_1958.csv
diff --git a/wta_matches_1959.csv b/wta_matches_1959.csv
diff --git a/wta_matches_1960.csv b/wta_matches_1960.csv
diff --git a/wta_matches_1961.csv b/wta_matches_1961.csv
diff --git a/wta_matches_1962.csv b/wta_matches_1962.csv
diff --git a/wta_matches_1964.csv b/wta_matches_1964.csv
diff --git a/wta_matches_1965.csv b/wta_matches_1965.csv
diff --git a/wta_matches_1966.csv b/wta_matches_1966.csv
diff --git a/wta_matches_1968.csv b/wta_matches_1968.csv
diff --git a/wta_matches_1970.csv b/wta_matches_1970.csv
diff --git a/wta_matches_1971.csv b/wta_matches_1971.csv
diff --git a/wta_matches_1972.csv b/wta_matches_1972.csv
diff --git a/wta_matches_1973.csv b/wta_matches_1973.csv
diff --git a/wta_matches_1985.csv b/wta_matches_1985.csv
diff --git a/wta_matches_1986.csv b/wta_matches_1986.csv
diff --git a/wta_matches_1987.csv b/wta_matches_1987.csv
diff --git a/wta_matches_1991.csv b/wta_matches_1991.csv
diff --git a/wta_matches_qual_itf_1945.csv b/wta_matches_qual_itf_1945.csv
@@ -1,6 +1,6 @@
 tourney_id,tourney_name,surface,draw_size,tourney_level,tourney_date,match_num,winner_id,winner_seed,winner_entry,winner_name,winner_hand,winner_ht,winner_ioc,winner_age,loser_id,loser_seed,loser_entry,loser_name,loser_hand,loser_ht,loser_ioc,loser_age,score,best_of,round,minutes,w_ace,w_df,w_svpt,w_1stIn,w_1stWon,w_2ndWon,w_SvGms,w_bpSaved,w_bpFaced,l_ace,l_df,l_svpt,l_1stIn,l_1stWon,l_2ndWon,l_SvGms,l_bpSaved,l_bpFaced,winner_rank,winner_rank_points,loser_rank,loser_rank_points
 1945-1008,Miami Mid-Winter,Clay,,W,19450218,201,235176,,,Evelyn Lloyd,U,,USA,,235177,,,Hazel Kates,U,,USA,,6-3 6-4,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
-1945-1037,Dublin,Grass,,W,19450709,201,228423,,,Betty Lombard,U,,IRL,,233291,,,C A Egan,U,,IRL,,6-2 6-2,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
+1945-1037,Dublin,Grass,,W,19450709,201,228423,,,Betty Lombard,U,,IRL,25.363449692,233291,,,C A Egan,U,,IRL,,6-2 6-2,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
 1945-1037,Dublin,Grass,,W,19450709,202,233995,,,Mary Blayney,U,,IRL,,230638,,,Miriam Meenan,U,,IRL,,6-0 10-8 6-3,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
 1945-1037,Dublin,Grass,,W,19450709,203,225622,,,Heather Boyd,U,,IRL,,235289,,,M A Roche,U,,IRL,,6-2 6-4,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
 1945-1053,Brookline,Grass,,W,19450813,201,234839,,,Ruth Carter,U,,USA,,235236,,,Marilyn Barnett,U,,USA,,6-2 6-3,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
diff --git a/wta_matches_qual_itf_1948.csv b/wta_matches_qual_itf_1948.csv
@@ -1,2 +1,2 @@
 tourney_id,tourney_name,surface,draw_size,tourney_level,tourney_date,match_num,winner_id,winner_seed,winner_entry,winner_name,winner_hand,winner_ht,winner_ioc,winner_age,loser_id,loser_seed,loser_entry,loser_name,loser_hand,loser_ht,loser_ioc,loser_age,score,best_of,round,minutes,w_ace,w_df,w_svpt,w_1stIn,w_1stWon,w_2ndWon,w_SvGms,w_bpSaved,w_bpFaced,l_ace,l_df,l_svpt,l_1stIn,l_1stWon,l_2ndWon,l_SvGms,l_bpSaved,l_bpFaced,winner_rank,winner_rank_points,loser_rank,loser_rank_points
-1948-1017,Coral Gables,Clay,,W,19480216,201,227242,,,Magda Rurac,U,,ROU,29.6016427105,233114,,,Mary Faris,U,,USA,,6-0 6-1,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
+1948-1017,Coral Gables,Clay,,W,19480216,201,227242,,,Magda Rurac,R,,ROU,29.6016427105,233114,,,Mary Faris,U,,USA,,6-0 6-1,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
diff --git a/wta_matches_qual_itf_1953.csv b/wta_matches_qual_itf_1953.csv
@@ -1,11 +1,11 @@
 tourney_id,tourney_name,surface,draw_size,tourney_level,tourney_date,match_num,winner_id,winner_seed,winner_entry,winner_name,winner_hand,winner_ht,winner_ioc,winner_age,loser_id,loser_seed,loser_entry,loser_name,loser_hand,loser_ht,loser_ioc,loser_age,score,best_of,round,minutes,w_ace,w_df,w_svpt,w_1stIn,w_1stWon,w_2ndWon,w_SvGms,w_bpSaved,w_bpFaced,l_ace,l_df,l_svpt,l_1stIn,l_1stWon,l_2ndWon,l_SvGms,l_bpSaved,l_bpFaced,winner_rank,winner_rank_points,loser_rank,loser_rank_points
-1953-1188,Manchester-on-Sea,Grass,,W,19530811,201,229123,,,Sissy Leach,U,,USA,,227901,,,Bonnie Barnes,U,,USA,20.4134154689,6-4 6-2,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
-1953-1188,Manchester-on-Sea,Grass,,W,19530811,202,230404,,,Joan Ross Dilley,U,173,GBR,25.1909650924,230603,,,Mary Slaughter,U,,USA,,6-3 6-2,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
+1953-1188,Manchester-on-Sea,Grass,,W,19530811,201,229123,,,Sissy Madden,U,,USA,30.5544147844,227901,,,Bonnie Barnes,U,,USA,20.4134154689,6-4 6-2,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
+1953-1188,Manchester-on-Sea,Grass,,W,19530811,202,230404,,,Joey Ross Dilley,U,173,GBR,25.1909650924,230603,,,Mary Slaughter,U,,USA,18.8747433265,6-3 6-2,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
 1953-1188,Manchester-on-Sea,Grass,,W,19530811,203,201234,,,Pat Stewart,U,,USA,18.9787816564,224175,,,Ruth Jeffery,U,,USA,18.8774811773,6-2 8-6,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
 1953-1188,Manchester-on-Sea,Grass,,W,19530811,204,230510,,,Jackie Johannes,L,,USA,,228968,,,Pat Sullivan,U,,USA,,6-2 4-6 6-4,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
 1953-1188,Manchester-on-Sea,Grass,,W,19530811,205,201236,,,Darlene Hard,R,,USA,17.5961670089,226457,,,Doris Popple,R,,USA,30.0807665982,6-3 6-4,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
 1953-1188,Manchester-on-Sea,Grass,,W,19530811,206,228340,,,Connie Bowan,U,,USA,23.5947980835,226335,,,Suzie Herr,U,,USA,,5-7 6-2 6-2,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
 1953-1188,Manchester-on-Sea,Grass,,W,19530811,207,228970,,,Edythe Mcgoldrick,U,,USA,,231063,,,Gweneth Johnson,U,,USA,17.8097193703,7-5 4-6 6-2,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
 1953-1188,Manchester-on-Sea,Grass,,W,19530811,208,228572,,,Nancy Dwyer,U,,USA,,225324,,,Alicia Wright,U,,ECU,,5-7 7-5 7-5,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
 1953-1188,Manchester-on-Sea,Grass,,W,19530811,209,227967,,,Jean Laird,U,,USA,,227167,,,Joan Nicholson,U,,USA,,10-8 8-6,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
-1953-1188,Manchester-on-Sea,Grass,,W,19530811,210,226325,,,Andy Ross Dilley,U,,USA,,230054,,,Judy Devlin,U,,USA,17.8042436687,6-2 7-5,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
+1953-1188,Manchester-on-Sea,Grass,,W,19530811,210,226325,,,Andy Ross Dilley,U,,USA,25.1909650924,230054,,,Judy Devlin,U,,USA,17.8042436687,6-2 7-5,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
diff --git a/wta_matches_qual_itf_1958.csv b/wta_matches_qual_itf_1958.csv
@@ -11,6 +11,6 @@ tourney_id,tourney_name,surface,draw_size,tourney_level,tourney_date,match_num,w
 1958-1077,Paris International,Clay,,W,19580426,202,226346,,,Paule Courteix,U,,FRA,20.501026694,224606,,,Anne Marie Seghers,U,,FRA,46.6119096509,1-6 6-3 7-5,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
 1958-1077,Paris International,Clay,,W,19580426,203,227824,,,Jacqueline Amouretti,U,,FRA,,224985,,,Josette Billaz,U,,FRA,,2-6 7-5 6-0,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
 1958-1077,Paris International,Clay,,W,19580426,204,225947,,,Monique Hamelin,U,,FRA,40.3997262149,228336,,,June Fitzpatrick,U,,IRL,,6-2 5-7 6-4,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
-1958-1192,Nice Natls,,,W,19581006,201,224469,,,Jacqueline Kermina,U,,FRA,,203689,,,Jacqueline Berson,U,,FRA,,7-5 6-1,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
+1958-1192,Nice Natls,,,W,19581006,201,224469,,,Jacqueline Kermina,U,,FRA,31.2689938398,203689,,,Jacqueline Berson,U,,FRA,,7-5 6-1,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
 1958-1192,Nice Natls,,,W,19581006,202,226346,,,Paule Courteix,U,,FRA,20.9472963723,224985,,,Josette Billaz,U,,FRA,,0-6 7-5 6-2,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
-1958-1192,Nice Natls,,,W,19581006,203,212667,,,Jacqueline Rees Lewis,U,,FRA,22.8692676249,200805,,,Aline Nenot,U,,FRA,25.4072553046,6-4 7-5,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
+1958-1192,Nice Natls,,,W,19581006,203,212667,,,Jacqueline Rees Lewis,R,,FRA,22.8692676249,200805,,,Aline Nenot,U,,FRA,25.4072553046,6-4 7-5,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
diff --git a/wta_matches_qual_itf_1961.csv b/wta_matches_qual_itf_1961.csv
@@ -1,8 +1,8 @@
 tourney_id,tourney_name,surface,draw_size,tourney_level,tourney_date,match_num,winner_id,winner_seed,winner_entry,winner_name,winner_hand,winner_ht,winner_ioc,winner_age,loser_id,loser_seed,loser_entry,loser_name,loser_hand,loser_ht,loser_ioc,loser_age,score,best_of,round,minutes,w_ace,w_df,w_svpt,w_1stIn,w_1stWon,w_2ndWon,w_SvGms,w_bpSaved,w_bpFaced,l_ace,l_df,l_svpt,l_1stIn,l_1stWon,l_2ndWon,l_SvGms,l_bpSaved,l_bpFaced,winner_rank,winner_rank_points,loser_rank,loser_rank_points
-1961-1190,Cannes Natl,Clay,,W,19610928,201,224469,,,Jacqueline Kermina,U,,FRA,,200850,,,Monique Di Maso,U,,ITA,16.3641341547,6-2 1-6 7-5,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
+1961-1190,Cannes Natl,Clay,,W,19610928,201,224469,,,Jacqueline Kermina,U,,FRA,34.2477754962,200850,,,Monique Salfati,R,,ITA,16.3641341547,6-2 1-6 7-5,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
 1961-1190,Cannes Natl,Clay,,W,19610928,202,226734,,,Nicole Huve,U,,FRA,,200832,,,Daniele Bouteleux,U,,FRA,20.8542094456,6-4 6-2,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
 1961-1190,Cannes Natl,Clay,,W,19610928,203,203689,,,Jacqueline Berson,U,,FRA,,225917,,,Michele Bourbonnais,U,,FRA,34.8610540726,7-5 6-1,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
 1961-1190,Cannes Natl,Clay,,W,19610928,204,224130,,,Irene De Lansalut,U,,FRA,,216613,,,Maud Galtier,U,,FRA,48.4380561259,6-2 7-5,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
-1961-1190,Cannes Natl,Clay,,W,19610928,205,200194,,,Francoise Durr,R,,FRA,18.7597535934,224469,,,Jacqueline Kermina,U,,FRA,,6-4 6-3,3,Q2,,,,,,,,,,,,,,,,,,,,,,,
+1961-1190,Cannes Natl,Clay,,W,19610928,205,200194,,,Francoise Durr,R,,FRA,18.7597535934,224469,,,Jacqueline Kermina,U,,FRA,34.2477754962,6-4 6-3,3,Q2,,,,,,,,,,,,,,,,,,,,,,,
 1961-1190,Cannes Natl,Clay,,W,19610928,206,216612,,,Beatrice Abbas,U,,FRA,,225409,,,Francoise Courteix,R,,FRA,,6-3 6-3,3,Q2,,,,,,,,,,,,,,,,,,,,,,,
 1961-1190,Cannes Natl,Clay,,W,19610928,207,224130,,,Irene De Lansalut,U,,FRA,,203689,,,Jacqueline Berson,U,,FRA,,12-14 6-4 6-2,3,Q2,,,,,,,,,,,,,,,,,,,,,,,
diff --git a/wta_matches_qual_itf_1962.csv b/wta_matches_qual_itf_1962.csv
@@ -1,7 +1,7 @@
 tourney_id,tourney_name,surface,draw_size,tourney_level,tourney_date,match_num,winner_id,winner_seed,winner_entry,winner_name,winner_hand,winner_ht,winner_ioc,winner_age,loser_id,loser_seed,loser_entry,loser_name,loser_hand,loser_ht,loser_ioc,loser_age,score,best_of,round,minutes,w_ace,w_df,w_svpt,w_1stIn,w_1stWon,w_2ndWon,w_SvGms,w_bpSaved,w_bpFaced,l_ace,l_df,l_svpt,l_1stIn,l_1stWon,l_2ndWon,l_SvGms,l_bpSaved,l_bpFaced,winner_rank,winner_rank_points,loser_rank,loser_rank_points
 1962-1112,Wimbledon,Grass,,G,19620625,201,225621,,,Mary Osullivan,U,,IRL,,225184,,,Louise Grundy,U,,GBR,,6-2 6-2,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
 1962-1112,Wimbledon,Grass,,G,19620625,202,225598,,,Jean Bee,U,,GBR,,225602,,,Caroline Lyon,U,,GBR,,6-4 6-4,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
-1962-1112,Wimbledon,Grass,,G,19620625,203,225069,,,Hazel Cheadle,U,,GBR,39.627652293,226463,,,Fran Marshall,U,,KEN,,6-3 6-4,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
+1962-1112,Wimbledon,Grass,,G,19620625,203,225069,,,Hazel Cheadle,U,,GBR,39.627652293,226463,,,Fran Marshall,U,,KEN,32.1204654346,6-3 6-4,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
 1962-1112,Wimbledon,Grass,,G,19620625,204,224060,,,Jean Wilson,U,,GBR,,225590,,,B J Mccallum,U,,GBR,,6-3 6-4,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
 1962-1112,Wimbledon,Grass,,G,19620625,205,225603,,,B Fish,U,,GBR,,225196,,,S V Lancaster,U,,GBR,,2-6 8-6 6-4,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
 1962-1112,Wimbledon,Grass,,G,19620625,206,223587,,,Eleanor Oneill,U,,IRL,,225119,,,Jean Haskew,U,,GBR,,6-1 10-8,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
@@ -16,15 +16,15 @@ tourney_id,tourney_name,surface,draw_size,tourney_level,tourney_date,match_num,w
 1962-1112,Wimbledon,Grass,,G,19620625,215,223909,,,Jill Bignell,U,,NZL,,225599,,,Diane Tuckey,U,,GBR,,2-6 7-5 6-2,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
 1962-1112,Wimbledon,Grass,,G,19620625,216,223683,,,Sue Worsfield,U,,GBR,,226042,,,Mrs K M Ernest,U,,GBR,,6-1 1-6 6-1,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
 1962-1112,Wimbledon,Grass,,G,19620625,217,226467,,,H Chamberlain,U,,GBR,,226375,,,T B Hughes,U,,GBR,,6-4 6-1,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
-1962-1112,Wimbledon,Grass,,G,19620625,218,225969,,,Carolyn Leather,U,,GBR,,212522,,,Margarita De Zuleta,U,,CHI,33.2292950034,6-1 7-5,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
+1962-1112,Wimbledon,Grass,,G,19620625,218,225969,,,Caroline Leather,U,,GBR,,212522,,,Margarita De Zuleta,U,,CHI,33.2292950034,6-1 7-5,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
 1962-1112,Wimbledon,Grass,,G,19620625,219,225879,,,Gwen Thiele,U,,AUS,44.257357974,226339,,,V Martin,U,,GBR,,6-1 7-5,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
 1962-1112,Wimbledon,Grass,,G,19620625,220,225420,,,H Clarke,U,,NZL,,226468,,,Marianne Lindquist,U,,SWE,,6-2 4-6 6-1,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
 1962-1112,Wimbledon,Grass,,G,19620625,221,223659,,,Heather Allen,U,,GBR,-1.98767967146,226358,,,Val Fladgate,U,,NZL,,9-7 8-6,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
 1962-1112,Wimbledon,Grass,,G,19620625,222,226475,,,Helen Grace,U,,GBR,,226056,,,Mrs A P Anderson,U,,GBR,,5-7 6-3 6-3,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
-1962-1112,Wimbledon,Grass,,G,19620625,223,223915,,,Ann Mcalpine,U,,GBR,,226469,,,Jane Godfrey,U,,GBR,29.9657768652,5-7 9-7 6-2,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
+1962-1112,Wimbledon,Grass,,G,19620625,223,223915,,,Anne Mcalpine,U,,GBR,,226469,,,Jane Godfrey,U,,GBR,29.9657768652,5-7 9-7 6-2,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
 1962-1112,Wimbledon,Grass,,G,19620625,224,226368,,,J V Gilkerson,U,,GBR,,226442,,,Mrs J B Parker,U,,GBR,,6-3 5-7 7-5,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
 1962-1112,Wimbledon,Grass,,G,19620625,225,200807,,,Ulla Sandulf,U,,SWE,19.4004106776,226381,,,Anthea Warwick,U,,GBR,,6-3 6-1,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
-1962-1112,Wimbledon,Grass,,G,19620625,226,224233,,,Jenny Wagstaff,U,,GBR,,200235,,,Maureen Pratt,U,,AUS,,6-1 6-2,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
+1962-1112,Wimbledon,Grass,,G,19620625,226,224233,,,Jenny Wagstaff,U,,GBR,,200235,,,Maureen Mccalman,U,,AUS,,6-1 6-2,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
 1962-1112,Wimbledon,Grass,,G,19620625,227,212477,,,Liv Hubert,U,,NOR,17.4811772758,226154,,,Aprille Oneill,U,,GBR,,9-7 6-2,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
 1962-1112,Wimbledon,Grass,,G,19620625,228,226470,,,H Barnes,U,,GBR,,226471,,,P Raines,U,,GBR,,7-5 6-3,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
 1962-1112,Wimbledon,Grass,,G,19620625,229,200237,,,Virginia Wade,R,,GBR,16.9582477755,212643,,,Jenny Ridderhof,U,,NED,25.6673511294,7-5 7-5,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
@@ -48,7 +48,7 @@ tourney_id,tourney_name,surface,draw_size,tourney_level,tourney_date,match_num,w
 1962-1112,Wimbledon,Grass,,G,19620625,247,223655,,,Marlene Gerson,U,,RSA,22.0095824778,223772,,,Katarina Frendelius,U,,SWE,21.3278576318,6-1 6-3,3,Q2,,,,,,,,,,,,,,,,,,,,,,,
 1962-1112,Wimbledon,Grass,,G,19620625,248,226475,,,Helen Grace,U,,GBR,,223909,,,Jill Bignell,U,,NZL,,6-4 6-8 6-3,3,Q2,,,,,,,,,,,,,,,,,,,,,,,
 1962-1112,Wimbledon,Grass,,G,19620625,249,223683,,,Sue Worsfield,U,,GBR,,226467,,,H Chamberlain,U,,GBR,,6-3 6-0,3,Q2,,,,,,,,,,,,,,,,,,,,,,,
-1962-1112,Wimbledon,Grass,,G,19620625,250,223915,,,Ann Mcalpine,U,,GBR,,225969,,,Carolyn Leather,U,,GBR,,3-6 6-3 6-4,3,Q2,,,,,,,,,,,,,,,,,,,,,,,
+1962-1112,Wimbledon,Grass,,G,19620625,250,223915,,,Anne Mcalpine,U,,GBR,,225969,,,Caroline Leather,U,,GBR,,3-6 6-3 6-4,3,Q2,,,,,,,,,,,,,,,,,,,,,,,
 1962-1112,Wimbledon,Grass,,G,19620625,251,225420,,,H Clarke,U,,NZL,,225879,,,Gwen Thiele,U,,AUS,44.257357974,9-7 3-6 6-4,3,Q2,,,,,,,,,,,,,,,,,,,,,,,
 1962-1112,Wimbledon,Grass,,G,19620625,252,226368,,,J V Gilkerson,U,,GBR,,225601,,,M A Houghton,U,,GBR,,4-6 6-4 6-4,3,Q2,,,,,,,,,,,,,,,,,,,,,,,
 1962-1112,Wimbledon,Grass,,G,19620625,253,224233,,,Jenny Wagstaff,U,,GBR,,200807,,,Ulla Sandulf,U,,SWE,19.4004106776,6-0 3-6 7-5,3,Q2,,,,,,,,,,,,,,,,,,,,,,,
@@ -61,10 +61,10 @@ tourney_id,tourney_name,surface,draw_size,tourney_level,tourney_date,match_num,w
 1962-1112,Wimbledon,Grass,,G,19620625,260,220216,,,Renata Ostermann,U,,FRG,25.029431896,212534,,,Pia Balling,U,,DEN,22.0123203285,6-4 6-4,3,Q3,,,,,,,,,,,,,,,,,,,,,,,
 1962-1112,Wimbledon,Grass,,G,19620625,261,223655,,,Marlene Gerson,U,,RSA,22.0095824778,224998,,,Ann Owen,U,,GBR,19.5674195756,6-3 6-0,3,Q3,,,,,,,,,,,,,,,,,,,,,,,
 1962-1112,Wimbledon,Grass,,G,19620625,262,226475,,,Helen Grace,U,,GBR,,223683,,,Sue Worsfield,U,,GBR,,3-6 6-4 7-5,3,Q3,,,,,,,,,,,,,,,,,,,,,,,
-1962-1112,Wimbledon,Grass,,G,19620625,263,223915,,,Ann Mcalpine,U,,GBR,,225420,,,H Clarke,U,,NZL,,6-4 6-8 6-4,3,Q3,,,,,,,,,,,,,,,,,,,,,,,
+1962-1112,Wimbledon,Grass,,G,19620625,263,223915,,,Anne Mcalpine,U,,GBR,,225420,,,H Clarke,U,,NZL,,6-4 6-8 6-4,3,Q3,,,,,,,,,,,,,,,,,,,,,,,
 1962-1112,Wimbledon,Grass,,G,19620625,264,224233,,,Jenny Wagstaff,U,,GBR,,226368,,,J V Gilkerson,U,,GBR,,6-0 6-2,3,Q3,,,,,,,,,,,,,,,,,,,,,,,
 1962-1112,Wimbledon,Grass,,G,19620625,265,200237,,,Virginia Wade,R,,GBR,16.9582477755,212477,,,Liv Hubert,U,,NOR,17.4811772758,6-1 6-1,3,Q3,,,,,,,,,,,,,,,,,,,,,,,
 1962-1112,Wimbledon,Grass,,G,19620625,266,225869,,,Patsy Belton,U,,NZL,,200825,,,Maylis Burel,U,,FRA,18.984257358,7-5 6-1,3,Q3,,,,,,,,,,,,,,,,,,,,,,,
 1962-1112,Wimbledon,Grass,,G,19620625,267,216621,,,Jean Knight,U,,GBR,,225051,,,Mrs Wilson,U,,GBR,,8-6 6-4,3,Q3,,,,,,,,,,,,,,,,,,,,,,,
-1962-1203,Marseille,Clay,,W,19621008,201,200853,,,Anne Marie Rouchon,U,,FRA,24.6981519507,226555,,,Josette Amouretti,U,,FRA,48.5941136208,6-2 6-0,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
+1962-1203,Marseille,Clay,,W,19621008,201,200853,,,Anne Marie Larue,U,,FRA,24.6981519507,226555,,,Josette Amouretti,U,,FRA,48.5941136208,6-2 6-0,3,Q1,,,,,,,,,,,,,,,,,,,,,,,
 1962-1203,Marseille,Clay,,W,19621008,202,224130,,,Irene De Lansalut,U,,FRA,,225409,,,Francoise Courteix,R,,FRA,,6-4 7-5,3,Q1,,,,,,,,,,,,,,,,,,,,,,,