Geospatiotemporal And Causal Inferential Analysis
Geospatiotemporal and Causal Inferential Analysis of US Congenital Anomalies
@kaggle.saurabhshahane_geospatiotemporal_and_causal_inferentia_96b794c8
Geospatiotemporal and Causal Inferential Analysis of US Congenital Anomalies
@kaggle.saurabhshahane_geospatiotemporal_and_causal_inferentia_96b794c8
CREATE TABLE gsspaneldatascaledweighted (
"state" VARCHAR,
"year" BIGINT,
"rate" DOUBLE,
"alcmon" DOUBLE,
"anlyr" DOUBLE,
"bngalc" DOUBLE,
"cigmon" DOUBLE,
"cocyr" DOUBLE,
"mrjmon" DOUBLE,
"mrjyr" DOUBLE,
"tobmon" DOUBLE,
"d9thc" DOUBLE,
"cbd" DOUBLE,
"cbc" DOUBLE,
"cbn" DOUBLE,
"cbg" DOUBLE,
"thcv" DOUBLE,
"mhinc" DOUBLE,
"d9thcrt" DOUBLE,
"cbdrt" DOUBLE,
"cbnrt" DOUBLE,
"cbcrt" DOUBLE,
"cbgrt" DOUBLE,
"truert" DOUBLE,
"ratesc" DOUBLE,
"ratesc1" DOUBLE,
"truertsc" DOUBLE,
"ltruertsc" DOUBLE,
"tstart" BIGINT,
"tend" BIGINT,
"id" BIGINT,
"lcocyr" DOUBLE,
"lanlyr" DOUBLE,
"sw" DOUBLE,
"trw" DOUBLE
);
CREATE TABLE heartd (
"defect" VARCHAR,
"group" VARCHAR,
"year" BIGINT,
"mcigmon" VARCHAR,
"mbngalc" VARCHAR,
"mmrjmon" VARCHAR,
"mcocyr" VARCHAR,
"manlyr" VARCHAR,
"md9thcrt" VARCHAR,
"mcbdrt" VARCHAR,
"mcbcrt" VARCHAR,
"mcbgrt" VARCHAR,
"mcnbrt" VARCHAR,
"mtruertsc" VARCHAR,
"mltruert" VARCHAR,
"mltruertsc" VARCHAR,
"mratesc" VARCHAR
);
CREATE TABLE horizdb (
"defect" VARCHAR,
"ixmrj" BIGINT,
"ixthc" BIGINT,
"ixcbd" BIGINT,
"ixcbg" BIGINT,
"ixcbc" BIGINT,
"ixcbn" BIGINT,
"ixthv" BIGINT,
"evalolslomrj" DOUBLE,
"evalolslothcl" DOUBLE,
"evalolslocbdl" DOUBLE,
"evalolslocbg" DOUBLE,
"evalolslocbc" DOUBLE,
"evalolslocbn" DOUBLE,
"evalolslothv" DOUBLE,
"sumev" DOUBLE
);
CREATE TABLE horizdb2 (
"defect" VARCHAR,
"cannabis" DOUBLE,
"thc" DOUBLE,
"cbg" DOUBLE,
"cbc" DOUBLE,
"cbn" DOUBLE,
"cbd" DOUBLE,
"thcv" DOUBLE
);
CREATE TABLE horizdb3 (
"cannabis" BIGINT,
"thc" DOUBLE,
"cbg" DOUBLE,
"cbc" DOUBLE,
"cbn" DOUBLE,
"cbd" DOUBLE,
"thcv" DOUBLE
);
CREATE TABLE horizdbcannbd (
"defect" VARCHAR,
"ixmrj" BIGINT,
"ixthc" BIGINT,
"ixcbd" BIGINT,
"ixcbg" BIGINT,
"ixcbc" BIGINT,
"ixcbn" BIGINT,
"ixthv" BIGINT,
"evalolslomrj" DOUBLE,
"evalolslothcl" DOUBLE,
"evalolslocbdl" DOUBLE,
"evalolslocbg" DOUBLE,
"evalolslocbc" DOUBLE,
"evalolslocbn" DOUBLE,
"evalolslothv" DOUBLE,
"sumev" DOUBLE
);
CREATE TABLE horizdb_z (
"defect" VARCHAR,
"ixmrj" DOUBLE,
"ixthc" DOUBLE,
"ixcbd" DOUBLE,
"ixcbg" DOUBLE,
"ixcbc" DOUBLE,
"ixcbn" DOUBLE,
"ixthv" DOUBLE,
"evalolslomrj" DOUBLE,
"evalolslothcl" DOUBLE,
"evalolslocbdl" DOUBLE,
"evalolslocbg" DOUBLE,
"evalolslocbc" DOUBLE,
"evalolslocbn" DOUBLE,
"evalolslothv" DOUBLE,
"sumev" DOUBLE
);
CREATE TABLE hpedia (
"state" VARCHAR,
"year" BIGINT,
"period" VARCHAR,
"defect" VARCHAR,
"rate" DOUBLE,
"status" VARCHAR,
"dichstat" VARCHAR,
"abbrev" VARCHAR,
"rel" VARCHAR,
"group" VARCHAR,
"thcrel3" VARCHAR,
"cvs" VARCHAR,
"endoc" VARCHAR,
"brain" VARCHAR,
"chromo" VARCHAR,
"chromo2" VARCHAR,
"equivocal" VARCHAR,
"alcmon" DOUBLE,
"anlyr" DOUBLE,
"bngalc" DOUBLE,
"cigmon" DOUBLE,
"cocyr" DOUBLE,
"mrjmon" DOUBLE,
"mrjyr" DOUBLE,
"tobmon" DOUBLE,
"year2" BIGINT,
"aian" BIGINT,
"aspi" BIGINT,
"black" BIGINT,
"white" BIGINT,
"totpop" BIGINT,
"d9thc" DOUBLE,
"cbd" DOUBLE,
"cbc" DOUBLE,
"cbn" DOUBLE,
"cbg" DOUBLE,
"thcv" DOUBLE,
"mhinc" BIGINT,
"quinci" VARCHAR,
"quincn" VARCHAR,
"regn" VARCHAR,
"region" VARCHAR,
"composite" DOUBLE,
"toprt" DOUBLE,
"fmaxtr" DOUBLE,
"d9thcrt" DOUBLE,
"cbdrt" DOUBLE,
"cbnrt" DOUBLE,
"cbcrt" DOUBLE,
"cbgrt" DOUBLE,
"thcvrt" DOUBLE,
"truert" DOUBLE,
"ratesc" DOUBLE,
"truertsc" DOUBLE,
"pt" BIGINT,
"ptt" BIGINT,
"gx" BIGINT,
"ltruertsc" DOUBLE,
"tstart" BIGINT,
"tend" BIGINT,
"id" BIGINT,
"sw" DOUBLE,
"trw" DOUBLE
);
CREATE TABLE hpediabees (
"state" VARCHAR,
"year" BIGINT,
"rate" DOUBLE,
"status" VARCHAR,
"alcmon" DOUBLE,
"anlyr" DOUBLE,
"bngalc" DOUBLE,
"cigmon" DOUBLE,
"cocyr" DOUBLE,
"mrjmon" DOUBLE,
"mrjyr" DOUBLE,
"tobmon" DOUBLE,
"d9thcrt" DOUBLE,
"cbdrt" DOUBLE,
"cbnrt" DOUBLE,
"cbcrt" DOUBLE,
"cbgrt" DOUBLE,
"thcvrt" DOUBLE,
"truert" DOUBLE,
"ratesc" DOUBLE,
"truertsc" DOUBLE,
"ltruertsc" DOUBLE,
"tstart" BIGINT,
"tend" BIGINT,
"id" BIGINT,
"sw" DOUBLE,
"trw" DOUBLE
);
CREATE TABLE legsaees (
"state" VARCHAR,
"year" BIGINT,
"rate" DOUBLE,
"status" VARCHAR,
"alcmon" DOUBLE,
"anlyr" DOUBLE,
"bngalc" DOUBLE,
"cigmon" DOUBLE,
"cocyr" DOUBLE,
"mrjmon" DOUBLE,
"mrjyr" DOUBLE,
"tobmon" DOUBLE,
"d9thcrt" DOUBLE,
"cbdrt" DOUBLE,
"cbnrt" DOUBLE,
"cbcrt" DOUBLE,
"cbgrt" DOUBLE,
"truert" DOUBLE,
"ratesc" DOUBLE,
"truertsc" DOUBLE,
"ltruertsc" DOUBLE
);
CREATE TABLE legsaeesc (
"state" VARCHAR,
"year" BIGINT,
"rate" DOUBLE,
"status" VARCHAR,
"alcmon" DOUBLE,
"anlyr" DOUBLE,
"bngalc" DOUBLE,
"cigmon" DOUBLE,
"cocyr" DOUBLE,
"mrjmon" DOUBLE,
"mrjyr" DOUBLE,
"tobmon" DOUBLE,
"d9thcrt" DOUBLE,
"cbdrt" DOUBLE,
"cbnrt" DOUBLE,
"cbcrt" DOUBLE,
"cbgrt" DOUBLE,
"truert" DOUBLE,
"ratesc" DOUBLE,
"truertsc" DOUBLE,
"ltruertsc" DOUBLE,
"cigmonsc" DOUBLE,
"bngalcsc" DOUBLE,
"mrjmonsc" DOUBLE,
"anlyrsc" DOUBLE,
"cocyrsc" DOUBLE,
"d9thcrtsc" DOUBLE,
"cbcrtsc" DOUBLE,
"cbgrtsc" DOUBLE
);
CREATE TABLE legsaeesia (
"state" VARCHAR,
"year" BIGINT,
"rate" DOUBLE,
"status" VARCHAR,
"alcmon" DOUBLE,
"anlyr" DOUBLE,
"bngalc" DOUBLE,
"cigmon" DOUBLE,
"cocyr" DOUBLE,
"mrjmon" DOUBLE,
"mrjyr" DOUBLE,
"tobmon" DOUBLE,
"d9thcrt" DOUBLE,
"cbdrt" DOUBLE,
"cbnrt" DOUBLE,
"cbcrt" DOUBLE,
"cbgrt" DOUBLE,
"truert" DOUBLE,
"ratesc" DOUBLE,
"truertsc" DOUBLE,
"ltruertsc" DOUBLE,
"tstart" BIGINT,
"tend" BIGINT,
"id" BIGINT,
"sw" DOUBLE,
"trw" DOUBLE
);
CREATE TABLE limbd (
"defect" VARCHAR,
"group" VARCHAR,
"year" BIGINT,
"mcigmon" VARCHAR,
"mbngalc" VARCHAR,
"mmrjmon" VARCHAR,
"mcocyr" VARCHAR,
"manlyr" VARCHAR,
"md9thcrt" VARCHAR,
"mcbdrt" VARCHAR,
"mcbcrt" VARCHAR,
"mcbgrt" VARCHAR,
"mcnbrt" VARCHAR,
"mtruertsc" VARCHAR,
"mltruert" VARCHAR,
"mltruertsc" VARCHAR,
"mratesc" VARCHAR
);
CREATE TABLE lisaa (
"state" VARCHAR,
"year" BIGINT,
"period" VARCHAR,
"defect" VARCHAR,
"rate" DOUBLE,
"status" VARCHAR,
"dichstat" VARCHAR,
"abbrev" VARCHAR,
"rel" VARCHAR,
"group" VARCHAR,
"thcrel3" VARCHAR,
"cvs" VARCHAR,
"endoc" VARCHAR,
"brain" VARCHAR,
"chromo" VARCHAR,
"chromo2" VARCHAR,
"equivocal" VARCHAR,
"alcmon" DOUBLE,
"anlyr" DOUBLE,
"bngalc" DOUBLE,
"cigmon" DOUBLE,
"cocyr" DOUBLE,
"mrjmon" DOUBLE,
"mrjyr" DOUBLE,
"tobmon" DOUBLE,
"year2" BIGINT,
"aian" BIGINT,
"aspi" BIGINT,
"black" BIGINT,
"white" BIGINT,
"totpop" BIGINT,
"d9thc" DOUBLE,
"cbd" DOUBLE,
"cbc" DOUBLE,
"cbn" DOUBLE,
"cbg" DOUBLE,
"thcv" DOUBLE,
"mhinc" BIGINT,
"quinci" VARCHAR,
"quincn" VARCHAR,
"regn" VARCHAR,
"region" VARCHAR,
"composite" BIGINT,
"toprt" DOUBLE,
"fmaxtr" DOUBLE,
"d9thcrt" DOUBLE,
"cbdrt" DOUBLE,
"cbnrt" DOUBLE,
"cbcrt" DOUBLE,
"cbgrt" DOUBLE,
"thcvrt" DOUBLE,
"pt" BIGINT,
"ptt" BIGINT,
"gx" BIGINT,
"canrel" VARCHAR,
"ratesc" DOUBLE,
"truert" DOUBLE,
"truertsc" DOUBLE,
"ltruertsc" DOUBLE
);
CREATE TABLE lisaaia (
"state" VARCHAR,
"year" BIGINT,
"period" VARCHAR,
"defect" VARCHAR,
"rate" DOUBLE,
"status" VARCHAR,
"dichstat" VARCHAR,
"abbrev" VARCHAR,
"rel" VARCHAR,
"group" VARCHAR,
"thcrel3" VARCHAR,
"cvs" VARCHAR,
"endoc" VARCHAR,
"brain" VARCHAR,
"chromo" VARCHAR,
"chromo2" VARCHAR,
"equivocal" VARCHAR,
"alcmon" DOUBLE,
"anlyr" DOUBLE,
"bngalc" DOUBLE,
"cigmon" DOUBLE,
"cocyr" DOUBLE,
"mrjmon" DOUBLE,
"mrjyr" DOUBLE,
"tobmon" DOUBLE,
"year2" BIGINT,
"aian" BIGINT,
"aspi" BIGINT,
"black" BIGINT,
"white" BIGINT,
"totpop" BIGINT,
"d9thc" DOUBLE,
"cbd" DOUBLE,
"cbc" DOUBLE,
"cbn" DOUBLE,
"cbg" DOUBLE,
"thcv" DOUBLE,
"mhinc" BIGINT,
"quinci" VARCHAR,
"quincn" VARCHAR,
"regn" VARCHAR,
"region" VARCHAR,
"composite" BIGINT,
"toprt" DOUBLE,
"fmaxtr" DOUBLE,
"d9thcrt" DOUBLE,
"cbdrt" DOUBLE,
"cbnrt" DOUBLE,
"cbcrt" DOUBLE,
"cbgrt" DOUBLE,
"thcvrt" DOUBLE,
"pt" BIGINT,
"ptt" BIGINT,
"gx" BIGINT,
"canrel" VARCHAR,
"ratesc" DOUBLE,
"truert" DOUBLE,
"truertsc" DOUBLE,
"ltruertsc" DOUBLE,
"tstart" BIGINT,
"tend" BIGINT,
"id" BIGINT,
"sw" DOUBLE,
"trw" DOUBLE
);
CREATE TABLE lisada05sscare (
"state" VARCHAR,
"year" BIGINT,
"alcmon" DOUBLE,
"anlyr" DOUBLE,
"bngalc" DOUBLE,
"cigmon" DOUBLE,
"cocyr" DOUBLE,
"mrjmon" DOUBLE,
"mrjyr" DOUBLE,
"tobmon" DOUBLE,
"d9thcrt" DOUBLE,
"cbdrt" DOUBLE,
"cbnrt" DOUBLE,
"cbcrt" DOUBLE,
"cbgrt" DOUBLE,
"rate" DOUBLE,
"truert" DOUBLE,
"ltruertsc" DOUBLE
);
CREATE TABLE lisada05sscares (
"state" VARCHAR,
"year" BIGINT,
"alcmon" DOUBLE,
"anlyr" DOUBLE,
"bngalc" DOUBLE,
"cigmon" DOUBLE,
"cocyr" DOUBLE,
"mrjmon" DOUBLE,
"mrjyr" DOUBLE,
"tobmon" DOUBLE,
"d9thcrt" DOUBLE,
"cbdrt" DOUBLE,
"cbnrt" DOUBLE,
"cbcrt" DOUBLE,
"cbgrt" DOUBLE,
"rate" DOUBLE,
"truert" DOUBLE,
"ltruertsc" DOUBLE
);
CREATE TABLE llraees (
"state" VARCHAR,
"year" BIGINT,
"rate" DOUBLE,
"status" VARCHAR,
"alcmon" DOUBLE,
"anlyr" DOUBLE,
"bngalc" DOUBLE,
"cigmon" DOUBLE,
"cocyr" DOUBLE,
"mrjmon" DOUBLE,
"mrjyr" DOUBLE,
"tobmon" DOUBLE,
"d9thcrt" DOUBLE,
"cbdrt" DOUBLE,
"cbnrt" DOUBLE,
"cbcrt" DOUBLE,
"cbgrt" DOUBLE,
"truert" DOUBLE,
"ratesc" DOUBLE,
"truertsc" DOUBLE,
"ltruertsc" DOUBLE
);
CREATE TABLE llraeesia (
"state" VARCHAR,
"year" BIGINT,
"rate" DOUBLE,
"status" VARCHAR,
"alcmon" DOUBLE,
"anlyr" DOUBLE,
"bngalc" DOUBLE,
"cigmon" DOUBLE,
"cocyr" DOUBLE,
"mrjmon" DOUBLE,
"mrjyr" DOUBLE,
"tobmon" DOUBLE,
"d9thcrt" DOUBLE,
"cbdrt" DOUBLE,
"cbnrt" DOUBLE,
"cbcrt" DOUBLE,
"cbgrt" DOUBLE,
"truert" DOUBLE,
"ratesc" DOUBLE,
"truertsc" DOUBLE,
"ltruertsc" DOUBLE,
"tstart" BIGINT,
"tend" BIGINT,
"id" BIGINT,
"sw" DOUBLE,
"trw" DOUBLE
);
CREATE TABLE marginals (
"defect" VARCHAR,
"pr" DOUBLE,
"prlci" DOUBLE,
"pruci" DOUBLE,
"afe" DOUBLE,
"afelci" DOUBLE,
"afeuci" DOUBLE,
"afp" DOUBLE,
"afplci" DOUBLE,
"afpuci" DOUBLE,
"pr_ci" VARCHAR,
"afe_ci" VARCHAR,
"afp_ci" VARCHAR
);
CREATE TABLE marginals_quin5_v_others_numbers (
"defect" VARCHAR,
"pr" DOUBLE,
"prlci" DOUBLE,
"pruci" DOUBLE,
"afe" DOUBLE,
"afelci" DOUBLE,
"afeuci" DOUBLE,
"afp" DOUBLE,
"afplci" DOUBLE,
"afpuci" DOUBLE,
"pr_ci" VARCHAR,
"afe_ci" VARCHAR,
"afp_ci" VARCHAR
);
CREATE TABLE meangrouptab (
"group" VARCHAR,
"mnsmmccsg" DOUBLE,
"mnsmmcclm" DOUBLE,
"mnsmmccst" DOUBLE
);
CREATE TABLE mediangrouptab (
"group" VARCHAR,
"mdsmmccsg" DOUBLE,
"mdsmmcclm" DOUBLE,
"mdsmmccst" DOUBLE
);
CREATE TABLE mickab (
"state" VARCHAR,
"year" BIGINT,
"period" VARCHAR,
"defect" VARCHAR,
"rate" DOUBLE,
"status" VARCHAR,
"dichstat" VARCHAR,
"abbrev" VARCHAR,
"rel" VARCHAR,
"group" VARCHAR,
"thcrel3" VARCHAR,
"cvs" VARCHAR,
"endoc" VARCHAR,
"brain" VARCHAR,
"chromo" VARCHAR,
"chromo2" VARCHAR,
"equivocal" VARCHAR,
"alcmon" DOUBLE,
"anlyr" DOUBLE,
"bngalc" DOUBLE,
"cigmon" DOUBLE,
"cocyr" DOUBLE,
"mrjmon" DOUBLE,
"mrjyr" DOUBLE,
"tobmon" DOUBLE,
"year2" BIGINT,
"aian" BIGINT,
"aspi" BIGINT,
"black" BIGINT,
"white" BIGINT,
"totpop" BIGINT,
"d9thc" DOUBLE,
"cbd" DOUBLE,
"cbc" DOUBLE,
"cbn" DOUBLE,
"cbg" DOUBLE,
"thcv" DOUBLE,
"mhinc" BIGINT,
"quinci" VARCHAR,
"quincn" VARCHAR,
"regn" VARCHAR,
"region" VARCHAR,
"composite" BIGINT,
"toprt" DOUBLE,
"fmaxtr" DOUBLE,
"d9thcrt" DOUBLE,
"cbdrt" DOUBLE,
"cbnrt" DOUBLE,
"cbcrt" DOUBLE,
"cbgrt" DOUBLE,
"thcvrt" DOUBLE,
"pt" BIGINT,
"ptt" BIGINT,
"gx" BIGINT,
"canrel" VARCHAR,
"ratesc" DOUBLE,
"truert" DOUBLE,
"truertsc" DOUBLE,
"ltruertsc" DOUBLE
);
CREATE TABLE mickab2es (
"state" VARCHAR,
"year" BIGINT,
"rate" DOUBLE,
"status" VARCHAR,
"dichstat" VARCHAR,
"thcrel3" VARCHAR,
"alcmon" DOUBLE,
"anlyr" DOUBLE,
"bngalc" DOUBLE,
"cigmon" DOUBLE,
"cocyr" DOUBLE,
"mrjmon" DOUBLE,
"quinci" VARCHAR,
"quincn" VARCHAR,
"d9thcrt" DOUBLE,
"cbdrt" DOUBLE,
"cbnrt" DOUBLE,
"cbcrt" DOUBLE,
"cbgrt" DOUBLE,
"canrel" VARCHAR,
"ratesc" DOUBLE,
"truert" DOUBLE,
"truertsc" DOUBLE,
"ltruertsc" DOUBLE
);
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