diff --git a/cps_stage1/stage_2_targets.csv b/cps_stage1/stage_2_targets.csv index fc3d5ac..3a7bbaa 100644 --- a/cps_stage1/stage_2_targets.csv +++ b/cps_stage1/stage_2_targets.csv @@ -4,21 +4,21 @@ Joint,55128595,57272012,57201828,57987204,57069122,56986429,57984256,58893878,59 HH,22077498,22134303,21659639,21894095,22854626,22821510,23221112,23585391,23903307,24185899,24470699,24744460,25022636,25303020,25585612,25872620,26161835,26455466,26751304,27049351,27354020,27658689,27969982,28281275 SS_return,27401498,28087514,28329015,28967603,31684352,32736570,33818929,34953351,36139836,37386604,38614191,39891101,41154310,42384637,43664287,44875433,46007115,47097695,48141692,49089784,49843325,50509181,51128455,51758690 Dep_return,96916673,96505181,94809260,94708629,99911398,100735190,101549290,102373082,103187182,104001282,104805690,105610099,106414507,107209224,107984557,108759890,109525532,110281482,111018049,111744924,112452416,113150216,113828632,114487666 -INTS,156367939,95881223,96640233,106055367,124828526,125813644,138072890,143545768,146829495,146407301,147423693,155851925,161152798,187688437,206390043,228281554,245200565,259414411,269015402,280789908,293643353,307325547,318959322,329498521 -DIVS,254702232,260252720,254065327,282336042,340613295,332513764,369521998,401130545,421201081,463481652,494147800,519032208,589253614,607337472,627255187,644269296,657411931,676208956,702570637,730460531,759190943,788812813,819300670,850603574 -SCHCI,374659000,391975736,389078638,416010104,435503622,432281554,462216808,485895257,491852335,503691560,536549154,552846820,564386318,591174436,617887623,645837184,672587837,698626637,725002631,752053011,780452163,810687144,843245011,876364867 -SCHCL,57400238,60161435,60996610,69637956,63668344,64552308,73696166,77467361,78425945,80308673,85549315,88149545,89986353,94251191,98516028,102970287,107235125,111385162,115592599,119909097,124437976,129253856,134448577,139723659 -CGNS,705007630,713598090,634341278,859894631,1249696525,1110880523,1505896298,1631599158,1522675479,1983609468,3582355270,2279853674,2417823667,2270900077,2235790697,2184818645,2186369662,2221620044,2278866663,2350072434,2430795807,2518569257,2611700765,2709062319 -Pension,663223262,689991999,693626543,729187412,776568117,800178866,846471849,889515039,925594384,996293984,1069779122,1093456192,1156992981,1219534934,1278031226,1337787642,1397212446,1458626920,1521102551,1586827977,1654941006,1725839572,1798329875,1872743525 -SCHEI,846331543,891134646,882933054,973306129,1140431754,1129937243,1245546132,1348629314,1385360103,1322308403,1621317337,1711451646,1881479653,1909154695,1962219682,2005382591,2054977620,2118791018,2192845028,2260551551,2331050969,2411198566,2493885158,2582834603 -SCHEL,166947674,177896945,176446339,206369393,169401805,168032834,196514107,212774811,218567895,208634508,255797226,270021168,296849659,301206993,309587767,316399232,324229078,334279328,345982360,356650316,367785726,380423665,393462278,407502577 +INTS,156367939,95881223,96640233,106055367,124828526,125813644,138072890,143545768,146829495,146407301,134695343,144655980,157571972,186343673,218664926,236553418,245826037,258570024,270985638,285793682,302009037,318928048,334471022,352265693 +DIVS,254702232,260252720,254065327,282336042,340613295,332513764,369521998,401130545,421201081,463481652,543865676,577588252,589126263,615335122,646154092,670529096,689962876,711663506,739247758,768283813,798109444,828750122,860205848,892654912 +SCHCI,374659000,391975736,389078638,416010104,435503622,432281554,462216808,485895257,491852335,503691560,528568917,538722176,565510295,595108356,618936668,647223422,673936609,698813967,724065983,750104784,777417425,806490963,838149649,870819914 +SCHCL,57400238,60161435,60996610,69637956,63668344,64552308,73696166,77467361,78425945,80308673,84275029,85893716,90164294,94882593,98682489,103194148,107453246,111419602,115449099,119599136,123950074,128588013,133633494,138839696 +CGNS,705007630,713598090,634341278,859894631,1249696525,1110880523,1505896298,1631599158,1522675479,1983609468,3582355270,2158874365,2349155924,2472250256,2396038931,2300439897,2274143112,2291627301,2339708822,2406543545,2485363398,2572290839,2665140344,2763136404 +Pension,663223262,689991999,693626543,729187412,776568117,800178866,846471849,889515039,925594384,996293984,1075416519,1097236565,1154340088,1228952704,1302172553,1362127935,1418103979,1477993039,1540534993,1605995129,1673776546,1744476146,1817430705,1894629893 +SCHEI,846331543,891134646,882933054,973306129,1140431754,1129937243,1245546132,1348629314,1385360103,1322308403,1710012883,1877332629,1906192534,2004874792,2074612511,2104995814,2145281195,2173717935,2218319607,2285772231,2362703769,2447590822,2533493474,2622273653 +SCHEL,166947674,177896945,176446339,206369393,169401805,168032834,196514107,212774811,218567895,208634508,269787441,296198563,300739540,316315758,327317610,332109008,338469714,342960607,349989104,360640365,372777461,386166665,399722816,413729726 SS,575126918,605152093,619856114,644989570,709246515,726500323,755946821,795975655,848657280,898463271,939067232,1016191751,1138003633,1234049828,1311634449,1389794197,1470139428,1555315724,1643310143,1733317505,1824417609,1916150353,2012484111,2113648936 -UCOMP,33288898,27225383,25420264,23946035,9810238,9161105,8628482,7962704,7490002,7746327,66767543,10193061,7633144,10209705,11790928,12207039,12762963,13318888,13928075,14537262,15093186,15565889,16008631,16481333 -wage1,114320683,112017897,111270085,107376379,132211870,134189618,140763057,147839507,154870229,157088051,170920853,185370987,196128564,205571452,215128661,224468661,233637180,243022908,252808758,262914707,273260729,283789663,294478647,305339112 -wage2,261995646,261659142,253415638,247511878,302997965,307530489,322595239,338812769,354925502,360008217,391709690,424825940,449479730,471120571,493023407,514428451,535440502,556950344,579377172,602537587,626248193,650377992,674874585,699764171 -wage3,381259619,383184602,382875414,382789227,440926749,447522541,469444969,493044939,516492406,523888842,570021256,618212472,654089002,685581047,717454351,748603262,779180283,810481698,843117521,876820872,911324867,946438878,982086653,1018306316 -wage4,418567676,428313928,436140082,441282302,484073517,491314738,515382379,541291719,567033631,575153844,625800532,678707487,718094705,752668395,787660653,821857632,855426759,889791166,925620559,962621941,1000502316,1039052399,1078188477,1117952406 -wage5,418379915,424369612,426147995,437485582,483856372,491094344,515151189,541048906,566779271,574895841,625519811,678403032,717772582,752330763,787307324,821488963,855043032,889392023,925205344,962190129,1000053511,1038586301,1077704823,1117450915 -wage6,916618937,952347137,962308451,1000500360,1060069801,1075927308,1128632897,1185371609,1241743674,1259526081,1370436973,1486297606,1572551448,1648264173,1724893516,1799781283,1873294122,1948548536,2027011117,2108040231,2190994245,2275414849,2361118720,2448197519 -wage7,840581301,835434509,852517230,870406373,972132275,986674331,1035007756,1087039738,1138735488,1155042766,1256753103,1363002580,1442101280,1511533295,1581805892,1650481385,1717896005,1786907730,1858861489,1933168876,2009241484,2086659022,2165253373,2245108597 -wage8,3433224075,3714896131,3792750634,4090211841,3970523643,4029918419,4227328804,4439845374,4650988654,4717593201,5133013315,5566972838,5890039223,6173623532,6460641064,6741135471,7016480042,7298347739,7592231719,7895728728,8206435506,8522635444,8843641895,9169798182 +UCOMP,33288898,27225383,25420264,23946035,9810238,9161105,8628482,7962704,7490002,7746327,66767543,10193061,7633144,9600518,10486003,11458039,12456706,13288928,13928075,14454040,14953373,15426075,15868818,16341520 +wage1,114320683,112017897,111270085,107376379,132211870,134189618,140763057,147839507,154870229,157088051,171298111,184639335,196277181,207274830,216752015,225726189,234517449,243583079,253037400,262731794,272666261,282829370,293255416,304070153 +wage2,261995646,261659142,253415638,247511878,302997965,307530489,322595239,338812769,354925502,360008217,392574276,423149168,449820325,475024306,496743745,517310403,537457868,558234123,579901163,602118394,624885815,648177228,672071231,696856019 +wage3,381259619,383184602,382875414,382789227,440926749,447522541,469444969,493044939,516492406,523888842,571279413,615772411,654584640,691261815,722868238,752797118,782115982,812349870,843880041,876210856,909342317,943236297,978007175,1014074335 +wage4,418567676,428313928,436140082,441282302,484073517,491314738,515382379,541291719,567033631,575153844,627181806,676028654,718638843,758905053,793604314,826461876,858649731,891842147,926457694,961952233,998325764,1035536430,1073709802,1113306305 +wage5,418379915,424369612,426147995,437485582,483856372,491094344,515151189,541048906,566779271,574895841,626900465,675725401,718316476,758564624,793248319,826091142,858264558,891442085,926042104,961520721,997877935,1035071910,1073228158,1112806898 +wage6,916618937,952347137,962308451,1000500360,1060069801,1075927308,1128632897,1185371609,1241743674,1259526081,1373461815,1480431245,1573743053,1661921795,1737909505,1809864091,1880352087,1953039969,2028844355,2106573641,2186227827,2267715250,2351310897,2438023049 +wage7,840581301,835434509,852517230,870406373,972132275,986674331,1035007756,1087039738,1138735488,1155042766,1259527021,1357622859,1443194036,1524057957,1593742147,1659727779,1724368481,1791026578,1860542652,1931823946,2004870461,2079598139,2156259153,2235778144 +wage8,3433224075,3714896131,3792750634,4090211841,3970523643,4029918419,4227328804,4439845374,4650988654,4717593201,5144342954,5545000204,5894502414,6224778570,6509392846,6778900936,7042915867,7315170537,7599098168,7890235569,8188582741,8493796362,8806906397,9131689395 diff --git a/cps_stage2/cps_weights.csv.gz b/cps_stage2/cps_weights.csv.gz index c28b025..90b7198 100644 Binary files a/cps_stage2/cps_weights.csv.gz and b/cps_stage2/cps_weights.csv.gz differ diff --git a/docs/book/content/methods/CBO_Baseline_Updating_Instructions.md b/docs/book/content/methods/CBO_Baseline_Updating_Instructions.md index 95d4b4f..3cc06ab 100644 --- a/docs/book/content/methods/CBO_Baseline_Updating_Instructions.md +++ b/docs/book/content/methods/CBO_Baseline_Updating_Instructions.md @@ -47,9 +47,9 @@ As previously mentioned, most of the variables we used can be found in the To manually update these variables download the latest file and copy/paste the specific variables. -Previous Document: February 2023 +Previous Document: February 2024 -Current Document: February 2024 +Current Document: June 2024 | Variable | Name In CBO Document | |----------|-----------------------------------------------------| @@ -70,9 +70,9 @@ Current Document: February 2024 Source: [Revenue Projections, By Category (CBO)](https://www.cbo.gov/about/products/budget-economic-data#7) -Previous: [February 2024](https://www.cbo.gov/system/files/2024-02/51138-2024-02-Revenue.xlsx) +Previous: [June 2024](https://www.cbo.gov/system/files/2024-06/51138-2024-06-Revenue.xlsx) -Current: [February 2024](https://www.cbo.gov/system/files/2024-02/51138-2024-02-Revenue.xlsx) +Current: [June 2024](https://www.cbo.gov/system/files/2024-06/51138-2024-06-Revenue.xlsx) In the revenue projections file, the data is in the `Capital Gains Realizations` tab under the `Capital Gains Realizations` column. @@ -108,7 +108,7 @@ column of this table. Source: [BLS Database](http://data.bls.gov/timeseries/CUSR0000SAM?output_view=pct_1mth) Series ID: CUSR0000SAM -Access Date: +Access Date: August 16 2024 Manual Instructions: @@ -126,7 +126,7 @@ Source: [CBO Unemployment Compensation projections](https://www.cbo.gov/about/pr Previous: [February 2024](https://www.cbo.gov/system/files/2024-02/51316-2024-02-unemployment.xlsx) -Current: [February 2024](https://www.cbo.gov/system/files/2024-02/51316-2024-02-unemployment.xlsx) +Current: [June 2024](https://www.cbo.gov/system/files/2024-06/51316-2024-06-unemployment.xlsx) Note: Change the `Total Benefits` number from the table to be in terms of billions rather than millions of dollars diff --git a/history/report_utils.py b/history/report_utils.py index 3023cb5..e23cec3 100644 --- a/history/report_utils.py +++ b/history/report_utils.py @@ -763,7 +763,7 @@ def validation_table(df_tax_data, df_cbo, category): new_df = new_df.set_index("Year").round(1) new_df = new_df.rename_axis(index=None).squeeze() new_df.index = new_df.index.astype(str) - df_cbo = df_cbo.drop(columns=["2019", "2022"], axis=1, inplace=False) + df_cbo = df_cbo.drop(columns=["2022"], axis=1, inplace=False) df_cbo = df_cbo.transpose() df_cbo_sal = df_cbo.loc[:, df_cbo.columns.str.contains(category)].squeeze() df_cbo_sal = df_cbo_sal.astype(float) diff --git a/history/reports/taxdata_report_2024-08-20.pdf b/history/reports/taxdata_report_2024-08-20.pdf new file mode 100644 index 0000000..f41a620 Binary files /dev/null and b/history/reports/taxdata_report_2024-08-20.pdf differ diff --git a/puf_stage1/CBO_baseline.csv b/puf_stage1/CBO_baseline.csv index 8790361..9b6fe1f 100644 --- a/puf_stage1/CBO_baseline.csv +++ b/puf_stage1/CBO_baseline.csv @@ -1,16 +1,16 @@ ,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020,2021,2022,2023,2024,2025,2026,2027,2028,2029,2030,2031,2032,2033,2034 -GDP,14718.6,14418.7,14964.4,15517.9,16163.2,16800.0,17348.1,18036.7,18624.5,19479.6,20527.2,21372.6,21060.5,23315.1,25419.5,27340.9,28418.0,29564.9,30812.7,32074.8,33371.4,34714.2,36094.5,37515.9,38979.4,40487.6,42036.7 -TPY,12429.6,12087.5,12429.3,13202.0,13887.7,14166.9,14694.2,15458.5,15928.7,16850.2,17706.0,18424.4,19832.3,21294.8,21766.7,23030.5,24275.3,25439.7,26630.3,27812.2,29035.1,30278.7,31587.2,32943.3,34353.8,35797.6,37278.7 -Wages,6531.9,6251.4,6377.5,6633.2,6932.1,7124.7,7477.8,7854.8,8085.3,8474.7,8900.5,9323.5,9457.4,10290.1,11160.2,11807.6,12375.8,12951.6,13513.9,14066.1,14630.7,15220.3,15828.2,16451.1,17085.4,17728.3,18382.3 -SCHC,979.5,937.5,986.7,1068.1,1187.9,1253.5,1268.5,1336.8,1298.7,1466.4,1541.5,1560.5,1598.0,1702.3,1754.0,1790.6,1875.5,1960.3,2049.0,2133.8,2216.4,2300.1,2386.0,2476.1,2572.0,2675.3,2780.3 -SCHF,47.0,35.5,46.0,75.5,72.3,83.2,78.1,40.0,43.2,39.5,38.9,38.4,45.2,51.3,90.1,59.3,53.5,51.9,51.6,51.9,52.6,53.5,54.4,55.3,56.2,57.0,57.8 -INTS,1361.6,1264.3,1195.0,1231.6,1255.9,1255.2,1302.0,1302.8,1415.3,1553.4,1615.0,1652.0,1647.3,1658.6,1753.4,1813.1,2111.7,2322.0,2568.3,2758.7,2918.7,3026.6,3159.1,3303.7,3457.7,3588.5,3707.1 -DIVS,805.4,553.7,544.6,682.2,832.7,824.5,815.5,951.1,962.5,1154.5,1253.3,1316.0,1448.1,1543.9,1621.6,1841.0,1897.5,1959.8,2012.9,2054.0,2112.7,2195.1,2282.2,2372.0,2464.5,2559.8,2657.6 -RENTS,262.1,333.7,402.8,485.3,533.0,595.8,610.8,659.6,707.4,652.7,681.9,692.1,719.9,723.8,783.4,961.1,959.8,947.4,940.9,965.1,1010.0,1061.5,1114.7,1164.8,1210.8,1257.7,1305.8 -CGNS,498.0,263.0,394.0,404.0,647.0,511.0,716.0,725.0,641.0,871.3,944.0,881.0,1147.7,2072.7,1319.1,1398.9,1313.9,1293.6,1264.1,1265.0,1285.4,1318.5,1359.7,1406.4,1457.2,1511.1,1567.4 -BOOK,1285.1,1397.0,1746.4,1816.6,2022.8,2106.9,2072.9,2088.1,2073.5,2128.9,2305.0,2367.8,2260.1,2771.1,2925.1,3215.7,3263.0,3353.8,3427.5,3512.3,3621.3,3748.0,3863.6,3984.2,4121.1,4262.4,4414.5 +GDP,14718.6,14418.7,14964.4,15517.9,16163.2,16800.0,17348.1,18036.7,18624.5,19479.6,20527.2,21372.6,21060.5,23594.1,25744.1,27360.9,28792.1,30009.4,31131.7,32252.3,33413.8,34666.9,35990.0,37367.4,38791.9,40262.4,41783.2 +TPY,12429.6,12087.5,12429.3,13202.0,13887.7,14166.9,14694.2,15458.5,15928.7,16850.2,17706.0,18424.4,19832.3,21407.7,21840.8,22978.4,24463.4,25921.3,27113.7,28228.4,29420.5,30665.6,31968.6,33317.5,34725.8,36176.8,37714.3 +Wages,6531.9,6251.4,6377.5,6633.2,6932.1,7124.7,7477.8,7854.8,8085.3,8474.7,8900.5,9323.5,9457.4,10312.6,11116.0,11816.3,12478.4,13049.0,13589.3,14119.1,14664.4,15233.4,15817.1,16415.2,17027.1,17655.1,18305.9 +SCHC,979.5,937.5,986.7,1068.1,1187.9,1253.5,1268.5,1336.8,1298.7,1466.4,1541.5,1560.5,1598.0,1676.9,1709.2,1794.1,1888.0,1963.6,2053.4,2138.1,2217.1,2297.2,2379.8,2466.4,2558.7,2659.1,2762.7 +SCHF,47.0,35.5,46.0,75.5,72.3,83.2,78.1,40.0,43.2,39.5,38.9,38.4,45.2,72.3,81.8,54.3,38.7,41.8,44.0,45.9,47.7,49.4,50.9,52.3,53.6,54.7,55.8 +INTS,1361.6,1264.3,1195.0,1231.6,1255.9,1255.2,1302.0,1302.8,1415.3,1553.4,1615.0,1652.0,1647.3,1515.5,1627.5,1772.8,2096.6,2460.1,2661.4,2765.8,2909.2,3048.8,3215.4,3397.9,3588.3,3763.1,3963.3 +DIVS,805.4,553.7,544.6,682.2,832.7,824.5,815.5,951.1,962.5,1154.5,1253.3,1316.0,1448.1,1699.2,1804.6,1840.6,1922.5,2018.8,2095.0,2155.7,2223.5,2309.7,2400.4,2493.6,2589.3,2687.6,2789.0 +RENTS,262.1,333.7,402.8,485.3,533.0,595.8,610.8,659.6,707.4,652.7,681.9,692.1,719.9,814.2,878.3,967.4,1033.3,1051.3,1079.0,1106.6,1136.7,1169.4,1199.5,1228.9,1261.8,1300.0,1343.8 +CGNS,498.0,263.0,394.0,404.0,647.0,511.0,716.0,725.0,641.0,871.3,944.0,881.0,1147.7,2072.7,1249.1,1359.2,1430.4,1386.3,1331.0,1315.8,1325.9,1353.7,1392.4,1438.0,1488.3,1542.0,1598.7 +BOOK,1285.1,1397.0,1746.4,1816.6,2022.8,2106.9,2072.9,2088.1,2073.5,2128.9,2305.0,2367.8,2260.1,2922.7,3208.7,3258.0,3426.7,3545.9,3597.8,3666.7,3715.3,3791.5,3906.8,4038.3,4183.3,4330.2,4481.9 RETS,142.5,140.5,142.9,145.4,144.9,146.6,148.3,147.8,149.7,149.9,152.5,153.5,160.1,164.4,163.2,165.2,167.1,168.7,170.3,171.9,173.6,175.3,177.0,178.6,180.4,182.1,183.8 SOCSEC,503.0,544.5,572.5,591.5,627.2,663.2,698.2,733.7,762.1,791.1,833.0,888.1,940.2,982.7,1063.4,1190.9,1291.4,1372.6,1454.4,1538.5,1627.6,1719.7,1813.9,1909.2,2005.2,2106.0,2211.9 -CPIU,215.3,214.5,218.1,224.9,229.6,233.0,236.7,237.0,240.0,245.1,251.1,255.6,258.8,271.0,292.9,304.7,312.6,320.4,327.9,335.1,342.4,350.0,357.8,365.8,374.1,382.5,391.1 -CPIM,364.1,375.6,388.4,400.3,414.9,425.1,435.3,446.8,463.7,475.3,484.7,498.4,518.9,525.3,546.5,549.1,556.8,533.8,541.3,548.5,555.8,563.4,571.2,579.2,587.5,595.9,604.5 -UCOMP,51.1,131.2,138.9,107.2,83.6,62.2,43.8,39.9,31.2,31.1,28.7,27.0,27.925,240.656,36.743,27.511,36.8,42.5,44.0,46.0,48.0,50.2,52.4,54.4,56.1,57.7,59.4 +CPIU,215.3,214.5,218.1,224.9,229.6,233.0,236.7,237.0,240.0,245.1,251.1,255.6,258.8,271.0,292.6,304.7,314.4,322.1,329.3,336.4,343.7,351.2,359.1,367.1,375.3,383.7,392.4 +CPIM,364.1,375.6,388.4,400.3,414.9,425.1,435.3,446.8,463.7,475.3,484.7,498.4,518.9,525.3,546.5,549.1,561.4,535.7,542.9,550.0,557.3,564.8,572.7,580.7,588.9,597.3,606.0 +UCOMP,51.1,131.2,138.9,107.2,83.6,62.2,43.8,39.9,31.2,31.1,28.7,27.0,27.925,240.656,36.743,27.511,34.6,37.8,41.3,44.9,47.9,50.2,52.1,53.9,55.6,57.2,58.9 diff --git a/puf_stage1/Stage_II_targets.csv b/puf_stage1/Stage_II_targets.csv index 24fe7be..f0a71a7 100644 --- a/puf_stage1/Stage_II_targets.csv +++ b/puf_stage1/Stage_II_targets.csv @@ -7,25 +7,25 @@ Joint Returns,56013790,56458434,56796607,55128595,57272012,57201828,57987204,588 Head of Household Returns,22061944,21814184,21991339,22077498,22134303,21659639,21894095,22236639,22537222,22802762,23072226,23330546,23591759,23855897,24122992,24393077,24666186,24942353,25221612,25503998,25789545,26078289,26370266,26665512 Number of Returns w/ Gross Security Income,25837226,26480552,27070833,27401498,28087514,28329015,28967603,29938625,30954489,32023496,33073756,34168389,35249571,36305423,37401419,38438901,39407700,40340131,41234793,42047043,42692712,43263121,43793371,44334069 Number of Dependent Exemptions,99345455,97912393,97691386,96916673,96505181,94809260,94708629,94853412,95010605,95099283,95269277,95558660,95829776,96064847,96307245,96531193,96710470,96905582,97239881,97565894,97880535,98218773,98560428,98873577 -Taxable Interest Income,120111673,111789613,100648711,93894280,95881223,96640233,106055367,110260987,112787090,112466207,113237693,119709978,123785880,144172215,158530039,175345693,188344883,199268572,206635235,215681415,225553699,236067750,244997866,253095050 -Ordinary Dividends,194609806,260393306,214972683,254702232,260252720,254065327,282336042,306497844,321831296,354136702,377564846,396566588,450221441,464038666,479274296,492260042,502311157,516666398,536817536,558118073,580078901,602700022,626005890,649923140 -Business Income (Schedule C),337210620,356450905,357363490,374659000,391975736,389078638,416010104,437315586,442705788,453344344,482933715,497600738,507983969,532069660,556126982,581290714,605348036,628781229,652526487,676895873,702456777,729663112,758968788,788756746 -Business Loss (Schedule C),54240803,52259366,55290946,57400238,60161435,60996610,69637956,73204384,74106676,75887516,80840625,83295809,85033909,89065730,93092802,97305082,101332154,105254750,109229584,113308895,117587659,122141860,127047479,132033831 -Net Capital Gains in AGI,402566646,644856734,504322768,705007630,713598090,634341278,859894631,931642984,869467657,1132676539,2045568233,1301832902,1380588316,1296700971,1276666699,1247552856,1248441075,1268574037,1301240756,1341901446,1387990140,1438125165,1491319611,1546882640 -Taxable Pensions and Annuities,581180358,612544219,638659076,663223262,689991999,693626543,729187412,766221903,797310451,858236906,921526160,941947493,996638063,1050506414,1100895479,1152418341,1203564714,1256485349,1310301770,1366926720,1425611546,1486650515,1549130533,1613224696 -Supplemental Income (Schedule E),661331485,777023944,780713118,846331543,891134646,882933054,973306129,1053816820,1082528185,1033289108,1266911839,1337318689,1470177331,1491802292,1533314902,1567009609,1605779096,1655612516,1713538152,1766389008,1821525802,1884114749,1948715320,2018253514 -Supplemental Loss (Schedule E),175315530,163765597,167171652,166947674,177896945,176446339,206369393,223440016,229527666,219087541,268622399,283550712,311720634,316305759,325107647,332251912,340472178,351038322,363320252,374526181,386216795,399487484,413184697,427928830 +Taxable Interest Income,120111673,111789613,100648711,93894280,95881223,96640233,106055367,110260987,112787090,112466207,103467818,111114401,121034476,143141292,167958548,181701914,188829622,198619978,208150897,219525188,231985021,244984211,256918341,270586607 +Ordinary Dividends,194609806,260393306,214972683,254702232,260252720,254065327,282336042,306497844,321831296,354136702,415543874,441319724,450123620,470152482,493702903,512337815,527182162,543762832,564843271,587024197,609816504,633220194,657259720,682057359 +Business Income (Schedule C),337210620,356450905,357363490,374659000,391975736,389078638,416010104,437315586,442705788,453344344,475727866,484891210,508976901,535615846,557063175,582538971,606567924,628979816,651703772,675136965,699704938,725889971,754372932,783763717 +Business Loss (Schedule C),54240803,52259366,55290946,57400238,60161435,60996610,69637956,73204384,74106676,75887516,79634403,81168300,85200121,89659343,93249516,97514034,101536357,105287993,109091866,113014462,117127015,121510255,126278157,131198023 +Net Capital Gains in AGI,402566646,644856734,504322768,705007630,713598090,634341278,859894631,931642984,869467657,1132676539,2045568233,1232749206,1341407991,1411675979,1368153250,1313577131,1298576099,1308543890,1335979986,1374173401,1419176494,1468818064,1521815128,1577772922 +Taxable Pensions and Annuities,581180358,612544219,638659076,663223262,689991999,693626543,729187412,766221903,797310451,858236906,926411874,945154148,994383451,1058646386,1121736577,1173337333,1221575645,1273163420,1327044753,1383431692,1441804940,1502748705,1565540300,1632075157 +Supplemental Income (Schedule E),661331485,777023944,780713118,846331543,891134646,882933054,973306129,1053816820,1082528185,1033289108,1336221440,1466977019,1489516355,1566643859,1621140590,1644868613,1676368821,1698588126,1733425801,1786139502,1846259637,1912551801,1979712621,2049067941 +Supplemental Loss (Schedule E),175315530,163765597,167171652,166947674,177896945,176446339,206369393,223440016,229527666,219087541,283318063,311042074,315821073,332174362,343729264,348760300,355439266,360150409,367537016,378713864,391461092,405516972,419757032,434462390 Gross Social Security Income,490699539,526514454,553542772,575126918,605152093,619856114,644989570,679150944,724074374,766551882,801202440,866997736,970949411,1052887790,1119090739,1185782873,1254350213,1326994089,1402083888,1478885831,1556584613,1634854109,1717037081,1803378119 -Unemployment Compensation,92383693,71234134,51923279,33288898,27225383,25420264,23946035,22098109,20789162,21501384,185297653,28290970,21182616,28334858,32723681,33878635,35418573,36958511,38652442,40346374,41886312,43195259,44427210,45736157 -Wages and Salaries: Zero or Less,21437416,20445434,20280688,19421543,20111022,20544631,20869123,21917664,22959310,23289042,25339583,27482222,29076458,30475662,31893581,33278257,34638060,36028400,37480302,38977268,40511172,42073149,43656303,45266792 -"Wages and Salaries: $1 Less Than $10,000",92961755,93108807,94466204,94899140,91906875,90725454,86507256,90853698,95171558,96538370,105038328,113920054,120528523,126328542,132206140,137945934,143582630,149345901,155364366,161569631,167928012,174402760,180965295,187641136 -"Wages and Salaries: $10,000 Less Than $20,000",265080549,262184682,266041138,261995646,261659142,253415638,247511878,259947782,272301910,276212590,300532405,325944524,344852473,361447308,378264108,394686628,410814168,427303861,444523704,462278017,480470419,498995769,517772290,536872998 -"Wages and Salaries: $20,000 Less Than $30,000",373549061,371577702,380567075,381259619,383184602,382875414,382789227,402021961,421128224,427176282,464788066,504089151,533331218,558995943,585003947,610402178,635344206,660846324,687477654,714935566,743071006,771721366,800760175,830300354 -"Wages and Salaries: $30,000 Less Than $40,000",410623212,408353008,408654349,418567676,428313928,436140082,441282302,463453943,485479786,492452033,535811181,581117768,614828243,644414730,674396954,703676225,732429583,761828616,792529414,824183102,856617848,889646199,923122356,957176497 -"Wages and Salaries: $40,000 Less Than $50,000",391671646,391349650,410049846,418379915,424369612,426147995,437485582,459466462,481302798,488215057,531201150,576117927,609538362,638870292,668594554,697621911,726127880,755273969,785710621,817091967,849247650,881991830,915179964,948941109 -"Wages and Salaries: $50,000 Less Than $75,000",900170384,902783183,915963625,916618937,952347137,962308451,1000500360,1050769166,1100707412,1116515287,1214821617,1317543290,1393973598,1461053767,1529031171,1595414801,1660606053,1727261215,1796867810,1868634854,1942172758,2017056515,2092955566,2170165052 -"Wages and Salaries: $75,000 Less Than $100,000",791646425,798324358,822009437,840581301,835434509,852517230,870406373,914138780,957583610,971336004,1056859667,1146224551,1212716709,1271074515,1330212890,1387964728,1444679232,1502667295,1563223019,1625658271,1689634121,1754780824,1820810802,1887980822 -"Wages and Salaries: $100,000 Less Than $200,000",1521442934,1599743841,1665691829,1759304940,1876094165,1922367424,2015029480,2116271949,2216848662,2248686066,2446677151,2653560834,2807493137,2942594055,3079502025,3213200100,3344496698,3478741644,3618930841,3763471228,3911578165,4062395681,4215258019,4370759603 -"Wages and Salaries: $200,000 Less Than $500,000",750627685,806518068,872227137,955295796,1055689937,1106449651,1206754121,1267385873,1327618918,1346685596,1465257836,1589155645,1681342108,1762250894,1844241882,1924310538,2002941006,2083337170,2167293208,2253855072,2342552860,2432873949,2524419635,2617545905 -"Wages and Salaries: $500,000 Less Than $1 Million",230634407,259165177,272996984,310372311,337666673,343994542,379375686,398436911,417372793,423366917,460643297,499593913,528575212,554011070,579787147,604958887,629678494,654953196,681347039,708560095,736444635,764839504,793619358,822896111 -Wages and Salaries: $1 Million and Over,305543960,387803684,346432571,408251028,336316005,310089733,367731740,386207931,404562625,410372775,446505054,484260182,512351976,537007147,561992095,586391254,610352157,634851118,660434871,686812693,713841390,741364753,769261284,797639464 +Unemployment Compensation,92383693,71234134,51923279,33288898,27225383,25420264,23946035,22098109,20789162,21501384,185297653,28290970,21182616,26640926,29104827,31799719,34571607,36881514,38652442,40115383,41501328,42810275,44042225,45351172 +Wages and Salaries: Zero or Less,21437416,20445434,20280688,19421543,20111022,20544631,20869123,21917664,22959310,23289042,25394990,27373379,29097882,30728317,32133431,33463931,34768574,36111387,37512561,38949934,40422768,41929584,43476047,45078655 +"Wages and Salaries: $1 Less Than $10,000",92961755,93108807,94466204,94899140,91906875,90725454,86507256,90853698,95171558,96538370,105268001,113468873,120617330,127375853,133200371,138715595,144123638,149689901,155498086,161456325,167561555,173807651,180218091,186861267 +"Wages and Salaries: $10,000 Less Than $20,000",265080549,262184682,266041138,261995646,261659142,253415638,247511878,259947782,272301910,276212590,301189540,324653620,345106565,364443841,381108770,396888759,412362084,428288103,444906303,461953830,479421924,497293060,515634413,534641661 +"Wages and Salaries: $20,000 Less Than $30,000",373549061,371577702,380567075,381259619,383184602,382875414,382789227,402021961,421128224,427176282,465804357,502092705,533724184,563630228,589403356,613807880,637738135,662368502,688069361,714434196,741449458,769088044,797453843,826849483 +"Wages and Salaries: $30,000 Less Than $40,000",410623212,408353008,408654349,418567676,428313928,436140082,441282302,463453943,485479786,492452033,536982768,578816249,615281257,649757169,679468625,707602344,735189322,763583394,793211538,823605119,854748515,886610486,919310792,953198307 +"Wages and Salaries: $40,000 Less Than $50,000",391671646,391349650,410049846,418379915,424369612,426147995,437485582,459466462,481302798,488215057,532362657,573836210,609987478,644166765,673622590,701514251,728863875,757013649,786386877,816518956,847394400,878982236,911401194,944997146 +"Wages and Salaries: $50,000 Less Than $75,000",900170384,902783183,915963625,916618937,952347137,962308451,1000500360,1050769166,1100707412,1116515287,1217477906,1312325156,1395000697,1473166447,1540529954,1604316323,1666863090,1731239746,1798414361,1867324418,1937934500,2010173774,2084313770,2161145473 +"Wages and Salaries: $75,000 Less Than $100,000",791646425,798324358,822009437,840581301,835434509,852517230,870406373,914138780,957583610,971336004,1059170562,1141684926,1213610255,1281612197,1340216499,1395708795,1450122673,1506128502,1564568474,1624518230,1685946959,1748793037,1813292690,1880134049 +"Wages and Salaries: $100,000 Less Than $200,000",1521442934,1599743841,1665691829,1759304940,1876094165,1922367424,2015029480,2116271949,2216848662,2248686066,2452026976,2643051400,2809561736,2966989258,3102660824,3231127959,3357098509,3486754494,3622045628,3760831981,3903042222,4048533690,4197853254,4352593975 +"Wages and Salaries: $200,000 Less Than $500,000",750627685,806518068,872227137,955295796,1055689937,1106449651,1206754121,1267385873,1327618918,1346685596,1468461721,1582861790,1682580943,1776860611,1858111146,1935047114,2010487936,2088135879,2169158581,2252274488,2337440883,2424572326,2513996328,2606666934 +"Wages and Salaries: $500,000 Less Than $1 Million",230634407,259165177,272996984,310372311,337666673,343994542,379375686,398436911,417372793,423366917,461650524,497615270,528964673,558604028,584147324,608334219,632051075,656461799,681933470,708063196,734837547,762229665,790342511,819476013 +Wages and Salaries: $1 Million and Over,305543960,387803684,346432571,408251028,336316005,310089733,367731740,386207931,404562625,410372775,447481367,482342268,512729484,541459137,566218447,589662989,612651918,636313419,661003303,686331045,712283628,738835016,766085011,794324337 diff --git a/puf_stage1/Stage_I_factors.csv b/puf_stage1/Stage_I_factors.csv index fd03e69..5312401 100644 --- a/puf_stage1/Stage_I_factors.csv +++ b/puf_stage1/Stage_I_factors.csv @@ -9,17 +9,17 @@ YEAR,APOPN,APOPDEP,APOPSNR,AGDPN,ATXPY,ASCHF,ABOOK,ACPIU,ACPIM,ARETS,AWAGE,ASCHC 2018,1.0563,0.9948,1.2756,1.3228,1.3412,0.5152,1.2689,1.1165,1.2108,1.0683,1.2932,1.2969,1.3496,1.5935,1.2745,0.9180,1.5749,2.3143,1.3840,0.2392,0.8601,1.3326 2019,1.0647,0.9965,1.3189,1.3773,1.3956,0.5086,1.3034,1.1365,1.2451,1.0827,1.3547,1.3128,1.3663,1.6369,1.3092,0.9390,1.6537,2.1598,1.4756,0.2250,0.8950,1.4158 2020,1.0731,0.9974,1.3644,1.3572,1.5022,0.5987,1.2441,1.1507,1.2963,1.0955,1.3741,1.3444,1.3991,1.5624,1.2497,0.9363,1.8197,2.8136,1.5622,0.2327,0.9633,1.4223 -2021,1.0814,0.9992,1.4092,1.5025,1.6130,0.6795,1.5254,1.2050,1.3123,1.1084,1.4951,1.4321,1.4904,1.9157,1.5322,0.9428,1.9401,5.0813,1.6328,2.0057,1.0344,1.4764 -2022,1.0897,1.0022,1.4558,1.6381,1.6487,1.1934,1.6102,1.3024,1.3652,1.1208,1.6215,1.4756,1.5357,2.0222,1.6174,0.9967,2.0378,3.2338,1.7669,0.3062,1.0573,1.5326 -2023,1.0980,1.0051,1.5019,1.7619,1.7445,0.7854,1.7702,1.3548,1.3717,1.1334,1.7156,1.5064,1.5677,2.2231,1.7781,1.0306,2.3135,3.4295,1.9787,0.2293,1.1187,1.5909 -2024,1.1062,1.0075,1.5468,1.8313,1.8388,0.7086,1.7962,1.3900,1.3910,1.1461,1.7982,1.5779,1.6420,2.2558,1.8042,1.2003,2.3845,3.2211,2.1457,0.3067,1.1792,1.6514 -2025,1.1142,1.0101,1.5935,1.9052,1.9270,0.6874,1.8462,1.4246,1.3335,1.1589,1.8818,1.6492,1.7163,2.3185,1.8544,1.3199,2.4627,3.1713,2.2806,0.3542,1.2357,1.7143 -2026,1.1222,1.0124,1.6377,1.9856,2.0171,0.6834,1.8868,1.4580,1.3522,1.1719,1.9635,1.7238,1.7939,2.3695,1.8952,1.4599,2.5295,3.0990,2.4165,0.3667,1.2936,1.7795 -2027,1.1301,1.0143,1.6790,2.0670,2.1067,0.6874,1.9334,1.4900,1.3702,1.1850,2.0437,1.7952,1.8682,2.4281,1.9421,1.5681,2.5811,3.1012,2.5562,0.3834,1.3510,1.8472 -2028,1.1379,1.0163,1.7188,2.1505,2.1993,0.6967,1.9934,1.5225,1.3885,1.1983,2.1258,1.8647,1.9405,2.5035,2.0023,1.6590,2.6549,3.1512,2.7043,0.4001,1.4104,1.9175 -2029,1.1455,1.0198,1.7569,2.2370,2.2935,0.7086,2.0632,1.5562,1.4074,1.2117,2.2114,1.9351,2.0138,2.5910,2.0724,1.7204,2.7584,3.2324,2.8573,0.4184,1.4708,1.9904 -2030,1.1530,1.0233,1.7915,2.3260,2.3926,0.7205,2.1268,1.5909,1.4269,1.2252,2.2998,2.0073,2.0890,2.6710,2.1363,1.7957,2.8679,3.3334,3.0138,0.4367,1.5343,2.0662 -2031,1.1603,1.0266,1.8190,2.4176,2.4953,0.7325,2.1932,1.6265,1.4469,1.2390,2.3903,2.0831,2.1679,2.7543,2.2030,1.8779,2.9807,3.4479,3.1722,0.4534,1.6002,2.1448 -2032,1.1675,1.0301,1.8433,2.5119,2.6022,0.7444,2.2686,1.6634,1.4676,1.2528,2.4824,2.1638,2.2518,2.8490,2.2787,1.9654,3.0970,3.5724,3.3317,0.4676,1.6687,2.2264 -2033,1.1745,1.0337,1.8659,2.6091,2.7115,0.7550,2.3464,1.7008,1.4886,1.2669,2.5759,2.2507,2.3423,2.9467,2.3568,2.0398,3.2167,3.7045,3.4992,0.4809,1.7388,2.3111 -2034,1.1813,1.0370,1.8889,2.7089,2.8237,0.7656,2.4301,1.7390,1.5101,1.2810,2.6709,2.3391,2.4342,3.0518,2.4409,2.1072,3.3396,3.8426,3.6751,0.4951,1.8108,2.3990 +2021,1.0814,0.9992,1.4092,1.5204,1.6215,0.9576,1.6089,1.2050,1.3123,1.1084,1.4984,1.4108,1.4682,2.0205,1.6160,0.8614,2.1353,5.0813,1.6328,2.0057,1.0399,1.4764 +2022,1.0897,1.0022,1.4558,1.6590,1.6544,1.0834,1.7663,1.3010,1.3652,1.1208,1.6151,1.4379,1.4964,2.2182,1.7742,0.9251,2.2677,3.0622,1.7669,0.3062,1.0609,1.5326 +2023,1.0980,1.0051,1.5019,1.7632,1.7405,0.7192,1.7935,1.3548,1.3717,1.1334,1.7169,1.5094,1.5708,2.2523,1.8014,1.0077,2.3130,3.3321,1.9787,0.2293,1.1162,1.5909 +2024,1.1062,1.0075,1.5468,1.8554,1.8530,0.5126,1.8863,1.3980,1.4024,1.1461,1.8131,1.5884,1.6530,2.3689,1.8947,1.1917,2.4159,3.5067,2.1457,0.2884,1.1883,1.6514 +2025,1.1142,1.0101,1.5935,1.9339,1.9634,0.5536,1.9519,1.4322,1.3382,1.1589,1.8960,1.6520,1.7192,2.4513,1.9606,1.3984,2.5369,3.3986,2.2806,0.3150,1.2591,1.7143 +2026,1.1222,1.0124,1.6377,2.0062,2.0538,0.5828,1.9805,1.4642,1.3562,1.1719,1.9745,1.7275,1.7978,2.4872,1.9893,1.5128,2.6326,3.2630,2.4165,0.3442,1.3170,1.7795 +2027,1.1301,1.0143,1.6790,2.0784,2.1382,0.6079,2.0184,1.4958,1.3740,1.1850,2.0514,1.7988,1.8720,2.5348,2.0274,1.5721,2.7089,3.2257,2.5562,0.3742,1.3712,1.8472 +2028,1.1379,1.0163,1.7188,2.1532,2.2285,0.6318,2.0452,1.5282,1.3922,1.1983,2.1307,1.8652,1.9411,2.5684,2.0543,1.6536,2.7941,3.2505,2.7043,0.3992,1.4291,1.9175 +2029,1.1455,1.0198,1.7569,2.2340,2.3228,0.6543,2.0871,1.5616,1.4109,1.2117,2.2134,1.9326,2.0113,2.6211,2.0964,1.7330,2.9024,3.3187,2.8573,0.4184,1.4896,1.9904 +2030,1.1530,1.0233,1.7915,2.3193,2.4215,0.6742,2.1506,1.5967,1.4307,1.2252,2.2982,2.0021,2.0836,2.7008,2.1602,1.8277,3.0164,3.4135,3.0138,0.4342,1.5529,2.0662 +2031,1.1603,1.0266,1.8190,2.4080,2.5237,0.6927,2.2230,1.6323,1.4507,1.2390,2.3851,2.0750,2.1594,2.7917,2.2329,1.9314,3.1335,3.5253,3.1722,0.4492,1.6184,2.1448 +2032,1.1675,1.0301,1.8433,2.4998,2.6303,0.7099,2.3028,1.6687,1.4711,1.2528,2.4740,2.1526,2.2402,2.8920,2.3131,2.0396,3.2538,3.6486,3.3317,0.4634,1.6868,2.2264 +2033,1.1745,1.0337,1.8659,2.5946,2.7403,0.7245,2.3837,1.7061,1.4921,1.2669,2.5652,2.2371,2.3281,2.9935,2.3943,2.1390,3.3773,3.7803,3.4992,0.4767,1.7573,2.3111 +2034,1.1813,1.0370,1.8889,2.6926,2.8567,0.7391,2.4672,1.7448,1.5139,1.2810,2.6598,2.3243,2.4188,3.0984,2.4782,2.2528,3.5047,3.9193,3.6751,0.4909,1.8320,2.3990 diff --git a/puf_stage1/updatecbo.py b/puf_stage1/updatecbo.py index 51990f3..151557f 100644 --- a/puf_stage1/updatecbo.py +++ b/puf_stage1/updatecbo.py @@ -130,24 +130,24 @@ def update_econproj(url, baseline, text_args): # some variables have a missing value in the multi-index. Use iloc # to extract needed variables from them. billions = "Billions of dollars" - gdp = econ_proj.loc["Gross domestic product (GDP)"].loc[billions].iloc[0] - tpy = econ_proj.loc["Income, personal"].loc[billions].iloc[0] - wages = econ_proj.loc["Wages and salaries"].loc[billions].iloc[0] + gdp = econ_proj.loc["Output"].loc["Gross Domestic Product (GDP)"].iloc[0] + tpy = econ_proj.loc["Income"].loc["Income, Personal"].iloc[0] + wages = econ_proj.loc["Income"].loc["Wages and Salaries"].iloc[0] var = "Proprietors' income, nonfarm, with IVA & CCAdj" - schc = econ_proj.loc[var].loc[billions].iloc[0] + schc = econ_proj.loc["Income"].loc["Nonwage Income"].loc[var].iloc[0] var = "Proprietors' income, farm, with IVA & CCAdj" - schf = econ_proj.loc[var].loc[billions].iloc[0] + schf = econ_proj.loc["Income"].loc["Nonwage Income"].loc[var].iloc[0] var = "Interest income, personal" - ints = econ_proj.loc[var].loc[billions].iloc[0] + ints = econ_proj.loc["Income"].loc["Nonwage Income"].loc[var].iloc[0] var = "Dividend income, personal" - divs = econ_proj.loc[var].loc[billions].iloc[0] + divs = econ_proj.loc["Income"].loc["Nonwage Income"].loc[var].iloc[0] var = "Income, rental, with CCAdj" - rents = econ_proj.loc[var].loc[billions].iloc[0] + rents = econ_proj.loc["Income"].loc["Nonwage Income"].loc[var].iloc[0] book = ( - econ_proj.loc["Profits, corporate, with IVA & CCAdj"].loc[billions].iloc[0] + econ_proj.loc["Income"].loc["Profits, Corporate, With IVA & CCAdj"].iloc[0] ) - var = "Consumer price index, all urban consumers (CPI-U)" - cpiu = econ_proj.loc[var].loc["1982-1984 = 100"].iloc[0] + var = "Consumer Price Index, All Urban Consumers (CPI-U)" + cpiu = econ_proj.loc["Prices"].loc[var].iloc[0] var_list = [gdp, tpy, wages, schc, schf, ints, divs, rents, book, cpiu] var_names = [ "GDP", @@ -189,7 +189,7 @@ def update_econproj(url, baseline, text_args): # Extract capital gains data cg_proj = pd.read_excel( rev_url, - sheet_name="6. Capital Gains Realizations", + sheet_name="6. Capital Gains Realization", skiprows=7, header=[0, 1], ) diff --git a/puf_stage2/puf_weights.csv.gz b/puf_stage2/puf_weights.csv.gz index 65bed1d..aae3be7 100644 Binary files a/puf_stage2/puf_weights.csv.gz and b/puf_stage2/puf_weights.csv.gz differ diff --git a/puf_stage3/puf_ratios.csv b/puf_stage3/puf_ratios.csv index cc1c3e0..52c74b3 100644 --- a/puf_stage3/puf_ratios.csv +++ b/puf_stage3/puf_ratios.csv @@ -9,17 +9,17 @@ INT2017,0.9932,0.9174,0.8978,0.8924,0.8944,0.9131,0.9198,0.9410,0.9611,0.9787,1. INT2018,0.9991,0.9744,0.9683,0.9667,0.9757,0.9725,0.9747,0.9779,0.9742,0.9969,0.9930,1.0038,1.0148,1.0067,1.0231,0.9898,1.0182,1.0911,0.9981 INT2019,0.9979,0.9771,0.9763,0.9903,0.9793,0.9805,0.9769,0.9852,0.9826,0.9938,0.9934,1.0109,1.0020,1.0074,0.9983,1.0006,1.0253,1.0282,1.0196 INT2020,1.0017,0.9799,0.9740,0.9756,0.9843,0.9849,0.9831,0.9833,0.9931,0.9964,0.9958,1.0114,1.0058,1.0047,1.0078,0.9991,1.0129,1.0113,1.0113 -INT2021,0.9959,0.9797,0.9776,0.9780,0.9834,0.9898,0.9883,0.9869,0.9920,0.9978,1.0043,0.9974,1.0066,1.0119,1.0049,1.0040,1.0303,1.0085,1.0022 -INT2022,1.0062,0.9815,0.9810,0.9783,0.9727,0.9820,0.9851,0.9893,0.9934,1.0049,1.0022,1.0050,1.0029,1.0042,1.0047,1.0044,1.0133,0.9988,1.0111 -INT2023,0.9987,0.9812,0.9762,0.9787,0.9892,0.9893,0.9852,1.0191,0.9939,0.9956,1.0023,1.0012,1.0024,1.0074,1.0006,1.0093,1.0215,1.0022,0.9943 -INT2024,1.0009,0.9842,0.9813,0.9793,0.9709,0.9789,0.9892,1.0104,0.9909,0.9984,0.9987,0.9971,1.0049,1.0077,1.0093,1.0079,1.0238,1.0149,1.0081 -INT2025,1.0089,0.9935,0.9773,0.9768,0.9835,0.9817,1.0012,0.9946,0.9933,1.0008,0.9989,0.9979,1.0050,1.0073,1.0138,1.0146,1.0238,0.9939,0.9912 -INT2026,1.0088,0.9842,0.9792,0.9795,0.9871,0.9904,1.0008,0.9908,0.9953,0.9938,0.9932,0.9931,1.0068,1.0143,1.0372,1.0249,1.0207,0.9992,0.9936 -INT2027,1.0116,0.9889,0.9840,0.9806,0.9889,0.9908,0.9806,0.9952,0.9906,0.9945,0.9993,0.9913,1.0074,1.0185,1.0175,1.0278,1.0260,0.9932,0.9947 -INT2028,1.0062,0.9977,0.9772,0.9829,0.9863,0.9876,1.0107,0.9957,0.9924,0.9955,0.9930,0.9921,1.0068,1.0177,1.0271,1.0218,1.0222,0.9964,0.9918 -INT2029,1.0107,0.9938,0.9779,0.9803,0.9824,0.9851,1.0024,0.9850,0.9944,0.9933,0.9936,0.9928,1.0032,1.0281,1.0277,1.0472,1.0235,1.0010,0.9924 -INT2030,1.0288,1.0010,0.9821,0.9838,0.9820,0.9917,0.9823,0.9877,0.9829,0.9890,0.9815,0.9920,1.0054,1.0363,1.0382,1.0450,1.0301,0.9950,0.9921 -INT2031,1.0279,1.0213,0.9858,0.9918,0.9829,0.9887,0.9858,0.9770,0.9911,0.9938,0.9791,0.9871,0.9955,1.0446,1.0440,1.0735,1.0287,1.0061,0.9932 -INT2032,1.0080,1.1016,0.9920,0.9811,0.9868,0.9849,0.9882,0.9740,0.9733,0.9790,0.9655,0.9835,0.9897,1.0788,1.0905,1.1376,1.0484,1.0100,0.9984 -INT2033,0.9352,0.8342,0.9707,0.9751,0.9895,0.9850,0.9878,1.0382,1.0312,1.0352,1.1164,1.0745,1.0376,0.8503,0.8245,0.7421,0.8973,1.0566,1.0930 -INT2034,1.0278,0.9998,0.9801,0.9801,0.9905,0.9878,0.9984,0.9804,0.9885,0.9931,0.9775,0.9843,1.0026,1.0381,1.0368,1.0580,1.0407,1.0028,0.9939 +INT2021,0.9958,0.9798,0.9776,0.9781,0.9830,0.9898,0.9883,0.9869,0.9921,0.9977,1.0044,0.9974,1.0067,1.0116,1.0050,1.0041,1.0304,1.0086,1.0022 +INT2022,1.0061,0.9815,0.9810,0.9783,0.9729,0.9820,0.9850,0.9893,0.9934,1.0050,1.0022,1.0048,1.0029,1.0046,1.0046,1.0044,1.0133,0.9990,1.0111 +INT2023,0.9987,0.9812,0.9761,0.9786,0.9894,0.9893,0.9851,1.0196,0.9938,0.9953,1.0022,1.0014,1.0023,1.0073,1.0005,1.0093,1.0215,1.0020,0.9943 +INT2024,1.0009,0.9842,0.9813,0.9793,0.9710,0.9789,0.9892,1.0097,0.9910,0.9985,0.9987,0.9971,1.0049,1.0077,1.0093,1.0075,1.0237,1.0149,1.0081 +INT2025,1.0089,0.9935,0.9772,0.9767,0.9834,0.9816,1.0012,0.9946,0.9933,1.0008,0.9992,0.9978,1.0049,1.0073,1.0138,1.0150,1.0239,0.9939,0.9912 +INT2026,1.0088,0.9843,0.9791,0.9796,0.9873,0.9904,0.9998,0.9908,0.9952,0.9939,0.9930,0.9932,1.0068,1.0143,1.0373,1.0250,1.0213,0.9991,0.9936 +INT2027,1.0116,0.9889,0.9841,0.9806,0.9888,0.9908,0.9816,0.9954,0.9907,0.9945,0.9989,0.9914,1.0075,1.0185,1.0175,1.0279,1.0253,0.9932,0.9947 +INT2028,1.0062,0.9977,0.9772,0.9828,0.9863,0.9876,1.0107,0.9956,0.9923,0.9954,0.9933,0.9921,1.0068,1.0177,1.0271,1.0218,1.0222,0.9964,0.9918 +INT2029,1.0105,0.9938,0.9779,0.9801,0.9823,0.9852,1.0024,0.9850,0.9944,0.9933,0.9936,0.9926,1.0033,1.0285,1.0278,1.0479,1.0236,1.0009,0.9924 +INT2030,1.0291,1.0010,0.9820,0.9840,0.9820,0.9917,0.9822,0.9877,0.9817,0.9890,0.9814,0.9925,1.0054,1.0359,1.0385,1.0443,1.0299,0.9951,0.9921 +INT2031,1.0279,1.0213,0.9859,0.9918,0.9830,0.9887,0.9858,0.9770,0.9923,0.9938,0.9792,0.9867,0.9954,1.0446,1.0437,1.0737,1.0287,1.0061,0.9932 +INT2032,1.0081,1.0988,0.9919,0.9813,0.9868,0.9849,0.9882,0.9740,0.9733,0.9791,0.9660,0.9835,0.9901,1.0784,1.0901,1.1369,1.0479,1.0099,0.9984 +INT2033,0.9352,0.8363,0.9708,0.9737,0.9897,0.9850,0.9878,1.0383,1.0312,1.0351,1.1158,1.0750,1.0373,0.8506,0.8249,0.7410,0.8976,1.0566,1.0930 +INT2034,1.0278,0.9998,0.9801,0.9814,0.9903,0.9878,0.9984,0.9804,0.9885,0.9931,0.9775,0.9837,1.0026,1.0381,1.0368,1.0602,1.0409,1.0028,0.9939