diff --git a/data/china_visa_backlog_timecourse.csv b/data/china_visa_backlog_timecourse.csv index 62768d0..00a1055 100644 --- a/data/china_visa_backlog_timecourse.csv +++ b/data/china_visa_backlog_timecourse.csv @@ -7,14 +7,14 @@ EB_level,final_action_dates,visa_bulletin_date,visa_wait_time 4,2019-05-15,2024-02-01,4.717316906228611 1,2022-07-01,2024-02-01,1.5879534565366187 2,2020-01-01,2024-02-01,4.084873374401095 +2,2020-01-01,2024-01-01,4.0 3,2020-09-01,2024-01-01,3.3319644079397674 4,2019-05-15,2024-01-01,4.632443531827516 1,2022-07-01,2024-01-01,1.5030800821355237 -2,2020-01-01,2024-01-01,4.0 -1,2022-02-15,2023-12-01,1.7905544147843941 -2,2019-10-22,2023-12-01,4.1095140314852845 -3,2020-01-22,2023-12-01,3.8576317590691307 4,2019-01-01,2023-12-01,4.914442162902122 +3,2020-01-22,2023-12-01,3.8576317590691307 +2,2019-10-22,2023-12-01,4.1095140314852845 +1,2022-02-15,2023-12-01,1.7905544147843941 2,2019-10-01,2023-11-01,4.084873374401095 3,2020-01-01,2023-11-01,3.8329911019849416 4,2019-01-01,2023-11-01,4.832306639288158 @@ -25,8 +25,8 @@ EB_level,final_action_dates,visa_bulletin_date,visa_wait_time 4,2019-01-01,2023-10-01,4.747433264887063 4,2018-09-01,2023-09-01,4.999315537303217 3,2019-09-01,2023-09-01,4.0 -1,2022-02-01,2023-09-01,1.5797399041752225 2,2019-07-08,2023-09-01,4.1505817932922655 +1,2022-02-01,2023-09-01,1.5797399041752225 1,2022-02-01,2023-08-01,1.4948665297741273 2,2019-07-08,2023-08-01,4.0657084188911705 3,2019-06-01,2023-08-01,4.167008898015058 @@ -47,170 +47,170 @@ EB_level,final_action_dates,visa_bulletin_date,visa_wait_time 2,2019-06-08,2023-04-01,3.813826146475017 3,2018-11-01,2023-04-01,4.413415468856948 4,2018-09-01,2023-04-01,4.5804243668720055 -4,2022-02-01,2023-03-01,1.0759753593429158 3,2018-08-01,2023-03-01,4.5804243668720055 -2,2019-06-08,2023-03-01,3.728952772073922 +4,2022-02-01,2023-03-01,1.0759753593429158 1,2022-02-01,2023-03-01,1.0759753593429158 +2,2019-06-08,2023-03-01,3.728952772073922 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EB_level,final_action_dates,visa_bulletin_date,visa_wait_time 4,2019-03-01,2019-03-01,0.0 4,2019-02-01,2019-02-01,0.0 3,2015-07-01,2019-02-01,3.589322381930185 -1,2017-02-08,2019-02-01,1.9794661190965093 2,2015-10-01,2019-02-01,3.3374401095140316 +1,2017-02-08,2019-02-01,1.9794661190965093 1,2016-12-15,2019-01-01,2.0451745379876796 2,2015-08-01,2019-01-01,3.4195756331279945 3,2015-06-08,2019-01-01,3.567419575633128 @@ -257,12 +257,12 @@ EB_level,final_action_dates,visa_bulletin_date,visa_wait_time 4,2018-12-01,2018-12-01,0.0 4,2018-11-01,2018-11-01,0.0 3,2015-06-01,2018-11-01,3.4195756331279945 -1,2016-06-01,2018-11-01,2.4175222450376452 2,2015-05-15,2018-11-01,3.46611909650924 -1,2016-06-01,2018-10-01,2.3326488706365502 +1,2016-06-01,2018-11-01,2.4175222450376452 2,2015-04-01,2018-10-01,3.5017111567419574 3,2015-06-01,2018-10-01,3.3347022587268995 4,2018-10-01,2018-10-01,0.0 +1,2016-06-01,2018-10-01,2.3326488706365502 1,2012-01-01,2018-09-01,6.666666666666667 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394a6c2..59eebfc 100644 --- a/data/india_visa_backlog_timecourse.csv +++ b/data/india_visa_backlog_timecourse.csv @@ -3,66 +3,66 @@ EB_level,final_action_dates,visa_bulletin_date,visa_wait_time 4,2019-12-01,2024-03-01,4.249144421629021 2,2012-03-01,2024-03-01,12.0 3,2012-07-01,2024-03-01,11.665982203969884 -3,2012-07-01,2024-02-01,11.586584531143053 -4,2019-05-15,2024-02-01,4.717316906228611 1,2020-09-01,2024-02-01,3.4168377823408624 2,2012-03-01,2024-02-01,11.92060232717317 +3,2012-07-01,2024-02-01,11.586584531143053 +4,2019-05-15,2024-02-01,4.717316906228611 1,2020-09-01,2024-01-01,3.3319644079397674 2,2012-03-01,2024-01-01,11.835728952772074 3,2012-06-01,2024-01-01,11.58384668035592 4,2019-05-15,2024-01-01,4.632443531827516 -1,2017-01-01,2023-12-01,6.913073237508556 -2,2012-01-01,2023-12-01,11.915126625598905 -3,2012-05-01,2023-12-01,11.58384668035592 4,2019-01-01,2023-12-01,4.914442162902122 -4,2019-01-01,2023-11-01,4.832306639288158 -3,2012-05-01,2023-11-01,11.501711156741958 -2,2012-01-01,2023-11-01,11.832991101984941 +3,2012-05-01,2023-12-01,11.58384668035592 +2,2012-01-01,2023-12-01,11.915126625598905 +1,2017-01-01,2023-12-01,6.913073237508556 1,2017-01-01,2023-11-01,6.830937713894593 +2,2012-01-01,2023-11-01,11.832991101984941 +3,2012-05-01,2023-11-01,11.501711156741958 +4,2019-01-01,2023-11-01,4.832306639288158 1,2017-01-01,2023-10-01,6.746064339493498 2,2012-01-01,2023-10-01,11.748117727583846 3,2012-05-01,2023-10-01,11.416837782340862 4,2019-01-01,2023-10-01,4.747433264887063 -1,2012-01-01,2023-09-01,11.665982203969884 -2,2011-01-01,2023-09-01,12.6652977412731 -3,2009-01-01,2023-09-01,14.663928815879535 4,2018-09-01,2023-09-01,4.999315537303217 -4,2018-09-01,2023-08-01,4.914442162902122 -3,2009-01-01,2023-08-01,14.57905544147844 +3,2009-01-01,2023-09-01,14.663928815879535 +2,2011-01-01,2023-09-01,12.6652977412731 +1,2012-01-01,2023-09-01,11.665982203969884 1,2012-01-01,2023-08-01,11.58110882956879 2,2011-01-01,2023-08-01,12.580424366872005 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-3,2012-06-15,2023-03-01,10.707734428473648 +3,2012-06-15,2023-04-01,10.792607802874743 +4,2018-09-01,2023-04-01,4.5804243668720055 4,2021-03-01,2023-03-01,1.998631074606434 +3,2012-06-15,2023-03-01,10.707734428473648 +2,2011-10-08,2023-03-01,11.394934976043805 +1,2022-02-01,2023-03-01,1.0759753593429158 1,2022-02-01,2023-02-01,0.999315537303217 -2,2011-10-08,2023-02-01,11.318275154004107 3,2012-06-15,2023-02-01,10.63107460643395 4,2022-06-22,2023-02-01,0.6132785763175906 -3,2012-06-15,2023-01-01,10.546201232032855 -4,2022-06-22,2023-01-01,0.5284052019164955 +2,2011-10-08,2023-02-01,11.318275154004107 1,2022-02-01,2023-01-01,0.9144421629021219 2,2011-10-08,2023-01-01,11.233401779603012 +3,2012-06-15,2023-01-01,10.546201232032855 +4,2022-06-22,2023-01-01,0.5284052019164955 2,2011-10-08,2022-12-01,11.148528405201917 -3,2012-06-15,2022-12-01,10.461327857631758 4,2022-06-22,2022-12-01,0.44353182751540043 1,2022-12-01,2022-12-01,0.0 +3,2012-06-15,2022-12-01,10.461327857631758 1,2022-11-01,2022-11-01,0.0 2,2012-04-01,2022-11-01,10.584531143052704 3,2012-04-01,2022-11-01,10.584531143052704 @@ -73,8 +73,8 @@ EB_level,final_action_dates,visa_bulletin_date,visa_wait_time 4,2022-10-01,2022-10-01,0.0 3,2012-02-15,2022-09-01,10.543463381245722 4,2022-09-01,2022-09-01,0.0 -1,2022-09-01,2022-09-01,0.0 2,2014-12-01,2022-09-01,7.750855578370979 +1,2022-09-01,2022-09-01,0.0 1,2022-08-01,2022-08-01,0.0 2,2014-12-01,2022-08-01,7.665982203969883 3,2012-02-15,2022-08-01,10.458590006844627 @@ -83,10 +83,10 @@ EB_level,final_action_dates,visa_bulletin_date,visa_wait_time 2,2014-12-01,2022-07-01,7.581108829568788 3,2012-01-15,2022-07-01,10.458590006844627 4,2022-07-01,2022-07-01,0.0 -3,2012-01-15,2022-06-01,10.376454483230663 4,2022-06-01,2022-06-01,0.0 -1,2022-06-01,2022-06-01,0.0 +3,2012-01-15,2022-06-01,10.376454483230663 2,2014-09-01,2022-06-01,7.748117727583847 +1,2022-06-01,2022-06-01,0.0 1,2022-05-01,2022-05-01,0.0 2,2013-09-01,2022-05-01,8.66255989048597 3,2012-01-15,2022-05-01,10.291581108829568 @@ -112,89 +112,89 @@ EB_level,final_action_dates,visa_bulletin_date,visa_wait_time 2,2012-05-01,2021-12-01,9.585215605749486 1,2021-12-01,2021-12-01,0.0 1,2021-11-01,2021-11-01,0.0 -4,2021-11-01,2021-11-01,0.0 2,2011-12-01,2021-11-01,9.919233401779604 3,2012-01-15,2021-11-01,9.796030116358658 +4,2021-11-01,2021-11-01,0.0 1,2021-10-01,2021-10-01,0.0 2,2011-09-01,2021-10-01,10.08350444900753 3,2014-01-01,2021-10-01,7.748117727583847 4,2021-10-01,2021-10-01,0.0 -1,2021-09-01,2021-09-01,0.0 -2,2011-09-01,2021-09-01,10.001368925393566 -3,2014-01-01,2021-09-01,7.665982203969883 4,2021-09-01,2021-09-01,0.0 -4,2021-08-01,2021-08-01,0.0 -3,2013-07-01,2021-08-01,8.084873374401095 -2,2011-06-01,2021-08-01,10.168377823408624 +3,2014-01-01,2021-09-01,7.665982203969883 +2,2011-09-01,2021-09-01,10.001368925393566 +1,2021-09-01,2021-09-01,0.0 1,2021-08-01,2021-08-01,0.0 +2,2011-06-01,2021-08-01,10.168377823408624 +3,2013-07-01,2021-08-01,8.084873374401095 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-3,2010-04-01,2021-02-01,10.839151266255989 +3,2010-07-01,2021-03-01,10.666666666666666 +2,2010-01-15,2021-03-01,11.123887748117728 +1,2020-08-01,2021-03-01,0.5804243668720055 1,2020-01-01,2021-02-01,1.0869267624914443 +3,2010-04-01,2021-02-01,10.839151266255989 +4,2021-02-01,2021-02-01,0.0 2,2009-10-12,2021-02-01,11.307323750855579 1,2019-09-01,2021-01-01,1.3360711841204653 2,2009-10-08,2021-01-01,11.233401779603012 3,2010-03-22,2021-01-01,10.781656399726215 4,2021-01-01,2021-01-01,0.0 -1,2019-04-01,2020-12-01,1.6700889801505818 2,2009-10-01,2020-12-01,11.16769336071184 -3,2010-03-15,2020-12-01,10.715947980835045 4,2020-12-01,2020-12-01,0.0 +1,2019-04-01,2020-12-01,1.6700889801505818 +3,2010-03-15,2020-12-01,10.715947980835045 +1,2018-12-01,2020-11-01,1.919233401779603 +2,2009-09-22,2020-11-01,11.110198494182066 3,2010-03-01,2020-11-01,10.67214236824093 4,2020-11-01,2020-11-01,0.0 -2,2009-09-22,2020-11-01,11.110198494182066 -1,2018-12-01,2020-11-01,1.919233401779603 -3,2010-01-15,2020-10-01,10.710472279260781 -4,2020-10-01,2020-10-01,0.0 1,2018-06-01,2020-10-01,2.3353867214236823 2,2009-09-01,2020-10-01,11.082819986310746 -2,2009-07-08,2020-09-01,11.151266255989048 +3,2010-01-15,2020-10-01,10.710472279260781 +4,2020-10-01,2020-10-01,0.0 3,2009-10-01,2020-09-01,10.91854893908282 4,2020-09-01,2020-09-01,0.0 +2,2009-07-08,2020-09-01,11.151266255989048 1,2018-03-01,2020-09-01,2.5051334702258727 1,2018-02-08,2020-08-01,2.4777549623545516 2,2009-07-08,2020-08-01,11.066392881587953 3,2009-10-01,2020-08-01,10.833675564681725 4,2020-08-01,2020-08-01,0.0 -4,2020-07-01,2020-07-01,0.0 -3,2009-06-01,2020-07-01,11.082819986310746 -2,2009-07-08,2020-07-01,10.981519507186858 1,2017-05-08,2020-07-01,3.1485284052019167 -1,2016-06-08,2020-06-01,3.980835044490075 -2,2009-06-12,2020-06-01,10.97056810403833 -3,2009-04-01,2020-06-01,11.16769336071184 +2,2009-07-08,2020-07-01,10.981519507186858 +3,2009-06-01,2020-07-01,11.082819986310746 +4,2020-07-01,2020-07-01,0.0 4,2020-06-01,2020-06-01,0.0 +3,2009-04-01,2020-06-01,11.16769336071184 +2,2009-06-12,2020-06-01,10.97056810403833 +1,2016-06-08,2020-06-01,3.980835044490075 1,2015-08-01,2020-05-01,4.7501711156741955 2,2009-06-02,2020-05-01,10.913073237508556 3,2009-03-01,2020-05-01,11.16769336071184 4,2020-05-01,2020-05-01,0.0 +1,2015-05-01,2020-04-01,4.919917864476386 +2,2009-05-25,2020-04-01,10.85284052019165 3,2009-01-22,2020-04-01,11.189596167008897 4,2020-04-01,2020-04-01,0.0 -2,2009-05-25,2020-04-01,10.85284052019165 -1,2015-05-01,2020-04-01,4.919917864476386 -1,2015-03-01,2020-03-01,5.002053388090349 -2,2009-05-22,2020-03-01,10.77618069815195 3,2009-01-15,2020-03-01,11.123887748117728 4,2020-03-01,2020-03-01,0.0 +2,2009-05-22,2020-03-01,10.77618069815195 +1,2015-03-01,2020-03-01,5.002053388090349 1,2015-01-01,2020-02-01,5.084188911704312 2,2009-05-19,2020-02-01,10.704996577686517 3,2009-01-08,2020-02-01,11.063655030800822 @@ -203,25 +203,25 @@ 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4,2007-05-01,2007-05-01,0.0 -2,2003-01-08,2007-05-01,4.309377138945927 -1,2007-05-01,2007-05-01,0.0 -1,2007-04-01,2007-04-01,0.0 4,2007-04-01,2007-04-01,0.0 -2,2003-01-08,2007-04-01,4.227241615331964 3,2001-05-08,2007-04-01,5.897330595482546 +2,2003-01-08,2007-04-01,4.227241615331964 +1,2007-04-01,2007-04-01,0.0 1,2007-03-01,2007-03-01,0.0 2,2003-01-08,2007-03-01,4.142368240930869 3,2001-05-08,2007-03-01,5.812457221081451 @@ -787,9 +711,9 @@ EB_level,final_action_dates,visa_bulletin_date,visa_wait_time 2,,2006-08-01, 3,2001-04-01,2006-08-01,5.333333333333333 4,2006-08-01,2006-08-01,0.0 -2,2003-01-01,2006-05-01,3.3292265571526354 -4,2006-05-01,2006-05-01,0.0 3,2001-03-01,2006-05-01,5.166324435318275 +4,2006-05-01,2006-05-01,0.0 +2,2003-01-01,2006-05-01,3.3292265571526354 1,2005-07-01,2006-05-01,0.8323066392881588 1,2005-01-01,2006-04-01,1.2457221081451062 2,2002-07-01,2006-04-01,3.7508555783709787 @@ -799,66 +723,46 @@ EB_level,final_action_dates,visa_bulletin_date,visa_wait_time 2,2002-01-01,2006-03-01,4.161533196440794 3,2001-01-01,2006-03-01,5.160848733744011 4,2006-03-01,2006-03-01,0.0 -1,2004-02-01,2006-02-01,2.001368925393566 -2,2001-08-01,2006-02-01,4.503764544832307 3,2000-01-01,2006-02-01,6.0862422997946615 4,2006-02-01,2006-02-01,0.0 -3,,2005-08-01, -4,2005-08-01,2005-08-01,0.0 +2,2001-08-01,2006-02-01,4.503764544832307 +1,2004-02-01,2006-02-01,2.001368925393566 1,2005-08-01,2005-08-01,0.0 2,2005-08-01,2005-08-01,0.0 +3,,2005-08-01, +4,2005-08-01,2005-08-01,0.0 1,2005-06-01,2005-06-01,0.0 2,2005-06-01,2005-06-01,0.0 3,2002-06-01,2005-06-01,3.0006844626967832 4,2005-06-01,2005-06-01,0.0 +4,2005-05-01,2005-05-01,0.0 +3,2002-06-01,2005-05-01,2.915811088295688 1,2005-05-01,2005-05-01,0.0 2,2005-05-01,2005-05-01,0.0 -3,2002-06-01,2005-05-01,2.915811088295688 -4,2005-05-01,2005-05-01,0.0 -4,2005-04-01,2005-04-01,0.0 -3,2002-04-01,2005-04-01,3.0006844626967832 -2,2005-04-01,2005-04-01,0.0 1,2005-04-01,2005-04-01,0.0 -3,2004-12-01,2004-12-01,0.0 -4,2004-12-01,2004-12-01,0.0 +2,2005-04-01,2005-04-01,0.0 +3,2002-04-01,2005-04-01,3.0006844626967832 +4,2005-04-01,2005-04-01,0.0 1,2004-12-01,2004-12-01,0.0 2,2004-12-01,2004-12-01,0.0 -1,2004-11-01,2004-11-01,0.0 -2,2004-11-01,2004-11-01,0.0 -3,2004-11-01,2004-11-01,0.0 -4,2004-11-01,2004-11-01,0.0 -1,2004-10-01,2004-10-01,0.0 -2,2004-10-01,2004-10-01,0.0 +3,2004-12-01,2004-12-01,0.0 +4,2004-12-01,2004-12-01,0.0 3,2004-10-01,2004-10-01,0.0 4,2004-10-01,2004-10-01,0.0 -4,2004-09-01,2004-09-01,0.0 -3,2004-09-01,2004-09-01,0.0 -2,2004-09-01,2004-09-01,0.0 -1,2004-09-01,2004-09-01,0.0 +2,2004-10-01,2004-10-01,0.0 +1,2004-10-01,2004-10-01,0.0 1,2004-08-01,2004-08-01,0.0 2,2004-08-01,2004-08-01,0.0 3,2004-08-01,2004-08-01,0.0 4,2004-08-01,2004-08-01,0.0 -1,2004-07-01,2004-07-01,0.0 -2,2004-07-01,2004-07-01,0.0 -3,2004-07-01,2004-07-01,0.0 -4,2004-07-01,2004-07-01,0.0 +1,2004-04-01,2004-04-01,0.0 +2,2004-04-01,2004-04-01,0.0 3,2004-04-01,2004-04-01,0.0 4,2004-04-01,2004-04-01,0.0 -2,2004-04-01,2004-04-01,0.0 -1,2004-04-01,2004-04-01,0.0 -2,2004-03-01,2004-03-01,0.0 3,2004-03-01,2004-03-01,0.0 4,2004-03-01,2004-03-01,0.0 +2,2004-03-01,2004-03-01,0.0 1,2004-03-01,2004-03-01,0.0 -1,2004-02-01,2004-02-01,0.0 -2,2004-02-01,2004-02-01,0.0 -3,2004-02-01,2004-02-01,0.0 -4,2004-02-01,2004-02-01,0.0 -3,2004-01-01,2004-01-01,0.0 -4,2004-01-01,2004-01-01,0.0 -2,2004-01-01,2004-01-01,0.0 -1,2004-01-01,2004-01-01,0.0 1,2003-12-01,2003-12-01,0.0 2,2003-12-01,2003-12-01,0.0 3,2003-12-01,2003-12-01,0.0 diff --git a/data/mexico_visa_backlog_timecourse.csv b/data/mexico_visa_backlog_timecourse.csv index d8a6c36..f6eb4c8 100644 --- a/data/mexico_visa_backlog_timecourse.csv +++ b/data/mexico_visa_backlog_timecourse.csv @@ -3,66 +3,66 @@ EB_level,final_action_dates,visa_bulletin_date,visa_wait_time 4,2019-12-01,2024-03-01,4.249144421629021 2,2022-11-22,2024-03-01,1.273100616016427 3,2022-09-08,2024-03-01,1.4784394250513346 -3,2022-09-01,2024-02-01,1.4182067077344285 -4,2019-05-15,2024-02-01,4.717316906228611 1,2024-02-01,2024-02-01,0.0 2,2022-11-15,2024-02-01,1.212867898699521 +3,2022-09-01,2024-02-01,1.4182067077344285 +4,2019-05-15,2024-02-01,4.717316906228611 1,2024-01-01,2024-01-01,0.0 2,2022-11-01,2024-01-01,1.1663244353182751 3,2022-08-01,2024-01-01,1.4182067077344285 4,2019-05-15,2024-01-01,4.632443531827516 -1,2023-12-01,2023-12-01,0.0 -2,2022-07-15,2023-12-01,1.379876796714579 -3,2021-12-01,2023-12-01,1.998631074606434 4,2019-01-01,2023-12-01,4.914442162902122 -4,2019-01-01,2023-11-01,4.832306639288158 -3,2021-12-01,2023-11-01,1.9164955509924708 -2,2022-07-15,2023-11-01,1.297741273100616 +3,2021-12-01,2023-12-01,1.998631074606434 +2,2022-07-15,2023-12-01,1.379876796714579 +1,2023-12-01,2023-12-01,0.0 1,2023-11-01,2023-11-01,0.0 +2,2022-07-15,2023-11-01,1.297741273100616 +3,2021-12-01,2023-11-01,1.9164955509924708 +4,2019-01-01,2023-11-01,4.832306639288158 1,2023-10-01,2023-10-01,0.0 2,2022-07-08,2023-10-01,1.2320328542094456 3,2021-12-01,2023-10-01,1.8316221765913758 4,2019-01-01,2023-10-01,4.747433264887063 -1,2023-08-01,2023-09-01,0.08487337440109514 -2,2022-07-01,2023-09-01,1.1690622861054072 -3,2020-05-01,2023-09-01,3.3347022587268995 4,2018-09-01,2023-09-01,4.999315537303217 -4,2018-09-01,2023-08-01,4.914442162902122 -3,2020-05-01,2023-08-01,3.249828884325804 +3,2020-05-01,2023-09-01,3.3347022587268995 +2,2022-07-01,2023-09-01,1.1690622861054072 +1,2023-08-01,2023-09-01,0.08487337440109514 1,2023-08-01,2023-08-01,0.0 2,2022-04-01,2023-08-01,1.3333333333333333 +3,2020-05-01,2023-08-01,3.249828884325804 +4,2018-09-01,2023-08-01,4.914442162902122 1,2023-07-01,2023-07-01,0.0 2,2022-02-15,2023-07-01,1.3716632443531827 3,2022-02-01,2023-07-01,1.4099931553730323 4,2018-09-01,2023-07-01,4.829568788501026 -1,2023-06-01,2023-06-01,0.0 -2,2022-02-15,2023-06-01,1.2895277207392197 3,2022-06-01,2023-06-01,0.999315537303217 4,2018-09-01,2023-06-01,4.747433264887063 -4,2018-09-01,2023-05-01,4.662559890485968 +2,2022-02-15,2023-06-01,1.2895277207392197 +1,2023-06-01,2023-06-01,0.0 1,2023-05-01,2023-05-01,0.0 2,2022-02-15,2023-05-01,1.2046543463381245 3,2022-06-01,2023-05-01,0.9144421629021219 -3,2023-04-01,2023-04-01,0.0 -4,2018-09-01,2023-04-01,4.5804243668720055 +4,2018-09-01,2023-05-01,4.662559890485968 1,2023-04-01,2023-04-01,0.0 2,2022-07-01,2023-04-01,0.7501711156741958 -1,2023-03-01,2023-03-01,0.0 -2,2022-11-01,2023-03-01,0.32854209445585214 -3,2023-03-01,2023-03-01,0.0 +3,2023-04-01,2023-04-01,0.0 +4,2018-09-01,2023-04-01,4.5804243668720055 4,2020-08-01,2023-03-01,2.5790554414784395 +3,2023-03-01,2023-03-01,0.0 +2,2022-11-01,2023-03-01,0.32854209445585214 +1,2023-03-01,2023-03-01,0.0 1,2023-02-01,2023-02-01,0.0 -2,2022-11-01,2023-02-01,0.2518822724161533 3,2023-02-01,2023-02-01,0.0 4,2020-09-15,2023-02-01,2.379192334017796 -3,2023-01-01,2023-01-01,0.0 -4,2020-09-15,2023-01-01,2.294318959616701 +2,2022-11-01,2023-02-01,0.2518822724161533 1,2023-01-01,2023-01-01,0.0 2,2022-11-01,2023-01-01,0.16700889801505817 +3,2023-01-01,2023-01-01,0.0 +4,2020-09-15,2023-01-01,2.294318959616701 2,2022-11-01,2022-12-01,0.08213552361396304 -3,2022-12-01,2022-12-01,0.0 4,2020-09-15,2022-12-01,2.209445585215606 1,2022-12-01,2022-12-01,0.0 +3,2022-12-01,2022-12-01,0.0 1,2022-11-01,2022-11-01,0.0 2,2022-11-01,2022-11-01,0.0 3,2022-11-01,2022-11-01,0.0 @@ -73,8 +73,8 @@ EB_level,final_action_dates,visa_bulletin_date,visa_wait_time 4,2020-09-15,2022-10-01,2.0424366872005475 3,2022-09-01,2022-09-01,0.0 4,2020-04-01,2022-09-01,2.4175222450376452 -1,2022-09-01,2022-09-01,0.0 2,2022-09-01,2022-09-01,0.0 +1,2022-09-01,2022-09-01,0.0 1,2022-08-01,2022-08-01,0.0 2,2022-08-01,2022-08-01,0.0 3,2022-08-01,2022-08-01,0.0 @@ -83,10 +83,10 @@ EB_level,final_action_dates,visa_bulletin_date,visa_wait_time 2,2022-07-01,2022-07-01,0.0 3,2022-07-01,2022-07-01,0.0 4,2020-04-01,2022-07-01,2.2477754962354553 -3,2022-06-01,2022-06-01,0.0 4,2020-04-01,2022-06-01,2.1656399726214923 -1,2022-06-01,2022-06-01,0.0 +3,2022-06-01,2022-06-01,0.0 2,2022-06-01,2022-06-01,0.0 +1,2022-06-01,2022-06-01,0.0 1,2022-05-01,2022-05-01,0.0 2,2022-05-01,2022-05-01,0.0 3,2022-05-01,2022-05-01,0.0 @@ -112,89 +112,89 @@ EB_level,final_action_dates,visa_bulletin_date,visa_wait_time 2,2021-12-01,2021-12-01,0.0 1,2021-12-01,2021-12-01,0.0 1,2021-11-01,2021-11-01,0.0 -4,2020-04-01,2021-11-01,1.5852156057494866 2,2021-11-01,2021-11-01,0.0 3,2021-11-01,2021-11-01,0.0 +4,2020-04-01,2021-11-01,1.5852156057494866 1,2021-10-01,2021-10-01,0.0 2,2021-10-01,2021-10-01,0.0 3,2021-10-01,2021-10-01,0.0 4,2020-03-01,2021-10-01,1.5852156057494866 -1,2021-09-01,2021-09-01,0.0 -2,2021-09-01,2021-09-01,0.0 -3,2021-09-01,2021-09-01,0.0 4,2020-03-01,2021-09-01,1.5030800821355237 -4,2020-02-01,2021-08-01,1.4976043805612593 -3,2021-08-01,2021-08-01,0.0 -2,2021-08-01,2021-08-01,0.0 +3,2021-09-01,2021-09-01,0.0 +2,2021-09-01,2021-09-01,0.0 +1,2021-09-01,2021-09-01,0.0 1,2021-08-01,2021-08-01,0.0 +2,2021-08-01,2021-08-01,0.0 +3,2021-08-01,2021-08-01,0.0 +4,2020-02-01,2021-08-01,1.4976043805612593 1,2021-07-01,2021-07-01,0.0 2,2021-07-01,2021-07-01,0.0 3,2021-07-01,2021-07-01,0.0 4,2020-02-01,2021-07-01,1.4127310061601643 -1,2021-06-01,2021-06-01,0.0 -2,2021-06-01,2021-06-01,0.0 3,2021-06-01,2021-06-01,0.0 4,2019-11-01,2021-06-01,1.5824777549623545 -4,2019-03-15,2021-05-01,2.130047912388775 -3,2021-05-01,2021-05-01,0.0 -2,2021-05-01,2021-05-01,0.0 +2,2021-06-01,2021-06-01,0.0 +1,2021-06-01,2021-06-01,0.0 1,2021-05-01,2021-05-01,0.0 +2,2021-05-01,2021-05-01,0.0 +3,2021-05-01,2021-05-01,0.0 +4,2019-03-15,2021-05-01,2.130047912388775 1,2021-04-01,2021-04-01,0.0 2,2021-04-01,2021-04-01,0.0 3,2021-04-01,2021-04-01,0.0 4,2019-02-01,2021-04-01,2.16290212183436 -1,2021-03-01,2021-03-01,0.0 -2,2021-03-01,2021-03-01,0.0 -3,2021-03-01,2021-03-01,0.0 4,2019-01-01,2021-03-01,2.16290212183436 -4,2018-12-15,2021-02-01,2.132785763175907 -3,2021-02-01,2021-02-01,0.0 +3,2021-03-01,2021-03-01,0.0 +2,2021-03-01,2021-03-01,0.0 +1,2021-03-01,2021-03-01,0.0 1,2021-02-01,2021-02-01,0.0 +3,2021-02-01,2021-02-01,0.0 +4,2018-12-15,2021-02-01,2.132785763175907 2,2021-02-01,2021-02-01,0.0 1,2021-01-01,2021-01-01,0.0 2,2021-01-01,2021-01-01,0.0 3,2021-01-01,2021-01-01,0.0 4,2018-12-01,2021-01-01,2.086242299794661 -1,2020-12-01,2020-12-01,0.0 2,2020-12-01,2020-12-01,0.0 -3,2020-12-01,2020-12-01,0.0 4,2018-11-22,2020-12-01,2.026009582477755 +1,2020-12-01,2020-12-01,0.0 +3,2020-12-01,2020-12-01,0.0 +1,2020-11-01,2020-11-01,0.0 +2,2020-11-01,2020-11-01,0.0 3,2020-11-01,2020-11-01,0.0 4,2018-10-15,2020-11-01,2.0479123887748116 -2,2020-11-01,2020-11-01,0.0 -1,2020-11-01,2020-11-01,0.0 -3,2020-10-01,2020-10-01,0.0 -4,2018-09-01,2020-10-01,2.083504449007529 1,2020-10-01,2020-10-01,0.0 2,2020-10-01,2020-10-01,0.0 -2,2020-09-01,2020-09-01,0.0 +3,2020-10-01,2020-10-01,0.0 +4,2018-09-01,2020-10-01,2.083504449007529 3,2019-04-01,2020-09-01,1.4209445585215605 4,2018-06-15,2020-09-01,2.21492128678987 +2,2020-09-01,2020-09-01,0.0 1,2020-09-01,2020-09-01,0.0 1,2020-08-01,2020-08-01,0.0 2,2020-08-01,2020-08-01,0.0 3,2019-04-01,2020-08-01,1.3360711841204653 4,2018-06-15,2020-08-01,2.130047912388775 -4,2018-06-15,2020-07-01,2.0451745379876796 -3,2018-04-15,2020-07-01,2.212183436002738 -2,2020-07-01,2020-07-01,0.0 1,2020-07-01,2020-07-01,0.0 -1,2020-06-01,2020-06-01,0.0 -2,2020-06-01,2020-06-01,0.0 -3,2017-11-08,2020-06-01,2.5626283367556466 +2,2020-07-01,2020-07-01,0.0 +3,2018-04-15,2020-07-01,2.212183436002738 +4,2018-06-15,2020-07-01,2.0451745379876796 4,2018-06-08,2020-06-01,1.9822039698836413 +3,2017-11-08,2020-06-01,2.5626283367556466 +2,2020-06-01,2020-06-01,0.0 +1,2020-06-01,2020-06-01,0.0 1,2020-05-01,2020-05-01,0.0 2,2020-05-01,2020-05-01,0.0 3,2017-01-01,2020-05-01,3.3292265571526354 4,2018-05-01,2020-05-01,2.001368925393566 +1,2019-06-01,2020-04-01,0.8350444900752909 +2,2020-04-01,2020-04-01,0.0 3,2017-01-01,2020-04-01,3.247091033538672 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-2,2004-03-01,2004-03-01,0.0 3,2004-03-01,2004-03-01,0.0 4,2004-03-01,2004-03-01,0.0 +2,2004-03-01,2004-03-01,0.0 1,2004-03-01,2004-03-01,0.0 -1,2004-02-01,2004-02-01,0.0 -2,2004-02-01,2004-02-01,0.0 -3,2004-02-01,2004-02-01,0.0 -4,2004-02-01,2004-02-01,0.0 -3,2004-01-01,2004-01-01,0.0 -4,2004-01-01,2004-01-01,0.0 -2,2004-01-01,2004-01-01,0.0 -1,2004-01-01,2004-01-01,0.0 1,2003-12-01,2003-12-01,0.0 2,2003-12-01,2003-12-01,0.0 3,2003-12-01,2003-12-01,0.0 diff --git a/data/philippines_visa_backlog_timecourse.csv b/data/philippines_visa_backlog_timecourse.csv index 71e1fa1..dc75930 100644 --- a/data/philippines_visa_backlog_timecourse.csv +++ b/data/philippines_visa_backlog_timecourse.csv @@ -1,32 +1,32 @@ EB_level,final_action_dates,visa_bulletin_date,visa_wait_time 1,2024-03-01,2024-03-01,0.0 +3,2022-09-08,2024-03-01,1.4784394250513346 4,2019-12-01,2024-03-01,4.249144421629021 2,2022-11-22,2024-03-01,1.273100616016427 -3,2022-09-08,2024-03-01,1.4784394250513346 -3,2022-09-01,2024-02-01,1.4182067077344285 -4,2019-05-15,2024-02-01,4.717316906228611 1,2024-02-01,2024-02-01,0.0 2,2022-11-15,2024-02-01,1.212867898699521 +3,2022-09-01,2024-02-01,1.4182067077344285 +4,2019-05-15,2024-02-01,4.717316906228611 +1,2024-01-01,2024-01-01,0.0 2,2022-11-01,2024-01-01,1.1663244353182751 3,2022-08-01,2024-01-01,1.4182067077344285 4,2019-05-15,2024-01-01,4.632443531827516 -1,2024-01-01,2024-01-01,0.0 -4,2019-01-01,2023-12-01,4.914442162902122 3,2021-12-01,2023-12-01,1.998631074606434 +4,2019-01-01,2023-12-01,4.914442162902122 2,2022-07-15,2023-12-01,1.379876796714579 1,2023-12-01,2023-12-01,0.0 +1,2023-11-01,2023-11-01,0.0 2,2022-07-15,2023-11-01,1.297741273100616 3,2021-12-01,2023-11-01,1.9164955509924708 4,2019-01-01,2023-11-01,4.832306639288158 -1,2023-11-01,2023-11-01,0.0 1,2023-10-01,2023-10-01,0.0 2,2022-07-08,2023-10-01,1.2320328542094456 3,2021-12-01,2023-10-01,1.8316221765913758 4,2019-01-01,2023-10-01,4.747433264887063 -4,2018-09-01,2023-09-01,4.999315537303217 3,2020-05-01,2023-09-01,3.3347022587268995 -1,2023-08-01,2023-09-01,0.08487337440109514 +4,2018-09-01,2023-09-01,4.999315537303217 2,2022-07-01,2023-09-01,1.1690622861054072 +1,2023-08-01,2023-09-01,0.08487337440109514 1,2023-08-01,2023-08-01,0.0 2,2022-04-01,2023-08-01,1.3333333333333333 3,2020-05-01,2023-08-01,3.249828884325804 @@ -47,58 +47,58 @@ EB_level,final_action_dates,visa_bulletin_date,visa_wait_time 2,2022-07-01,2023-04-01,0.7501711156741958 3,2023-04-01,2023-04-01,0.0 4,2018-09-01,2023-04-01,4.5804243668720055 -1,2023-03-01,2023-03-01,0.0 -2,2022-11-01,2023-03-01,0.32854209445585214 3,2023-03-01,2023-03-01,0.0 4,2022-02-01,2023-03-01,1.0759753593429158 +2,2022-11-01,2023-03-01,0.32854209445585214 +1,2023-03-01,2023-03-01,0.0 +1,2023-02-01,2023-02-01,0.0 +2,2022-11-01,2023-02-01,0.2518822724161533 3,2023-02-01,2023-02-01,0.0 4,2022-06-22,2023-02-01,0.6132785763175906 -2,2022-11-01,2023-02-01,0.2518822724161533 -1,2023-02-01,2023-02-01,0.0 1,2023-01-01,2023-01-01,0.0 +2,2022-11-01,2023-01-01,0.16700889801505817 3,2023-01-01,2023-01-01,0.0 4,2022-06-22,2023-01-01,0.5284052019164955 -2,2022-11-01,2023-01-01,0.16700889801505817 -1,2022-12-01,2022-12-01,0.0 -2,2022-11-01,2022-12-01,0.08213552361396304 -3,2022-12-01,2022-12-01,0.0 4,2022-06-22,2022-12-01,0.44353182751540043 +3,2022-12-01,2022-12-01,0.0 +2,2022-11-01,2022-12-01,0.08213552361396304 +1,2022-12-01,2022-12-01,0.0 +1,2022-11-01,2022-11-01,0.0 +2,2022-11-01,2022-11-01,0.0 3,2022-11-01,2022-11-01,0.0 4,2022-11-01,2022-11-01,0.0 -2,2022-11-01,2022-11-01,0.0 -1,2022-11-01,2022-11-01,0.0 +1,2022-10-01,2022-10-01,0.0 2,2022-10-01,2022-10-01,0.0 3,2022-10-01,2022-10-01,0.0 4,2022-10-01,2022-10-01,0.0 -1,2022-10-01,2022-10-01,0.0 -1,2022-09-01,2022-09-01,0.0 -2,2022-09-01,2022-09-01,0.0 -3,2022-09-01,2022-09-01,0.0 4,2022-09-01,2022-09-01,0.0 -1,2022-08-01,2022-08-01,0.0 +3,2022-09-01,2022-09-01,0.0 +2,2022-09-01,2022-09-01,0.0 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1,2006-08-01,2006-08-01,0.0 1,2006-05-01,2006-05-01,0.0 @@ -795,10 +719,10 @@ EB_level,final_action_dates,visa_bulletin_date,visa_wait_time 2,2006-04-01,2006-04-01,0.0 3,2001-05-01,2006-04-01,4.917180013689254 4,2006-04-01,2006-04-01,0.0 -4,2006-03-01,2006-03-01,0.0 3,2001-05-01,2006-03-01,4.832306639288158 -1,2006-03-01,2006-03-01,0.0 +4,2006-03-01,2006-03-01,0.0 2,2006-03-01,2006-03-01,0.0 +1,2006-03-01,2006-03-01,0.0 1,2005-08-01,2005-08-01,0.0 2,2005-08-01,2005-08-01,0.0 3,,2005-08-01, @@ -807,50 +731,34 @@ EB_level,final_action_dates,visa_bulletin_date,visa_wait_time 2,2005-06-01,2005-06-01,0.0 3,2002-06-01,2005-06-01,3.0006844626967832 4,2005-06-01,2005-06-01,0.0 -3,2002-06-01,2005-05-01,2.915811088295688 4,2005-05-01,2005-05-01,0.0 -2,2005-05-01,2005-05-01,0.0 +3,2002-06-01,2005-05-01,2.915811088295688 1,2005-05-01,2005-05-01,0.0 +2,2005-05-01,2005-05-01,0.0 1,2005-04-01,2005-04-01,0.0 +2,2005-04-01,2005-04-01,0.0 3,2002-04-01,2005-04-01,3.0006844626967832 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