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 pdazaeesc (
"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,
"truertsc" DOUBLE,
"ltruertsc" DOUBLE,
"cigmonsc" DOUBLE,
"bngalcsc" DOUBLE,
"mrjmonsc" DOUBLE,
"anlyrsc" DOUBLE,
"cocyrsc" DOUBLE,
"d9thcrtsc" DOUBLE,
"cbcrtsc" DOUBLE,
"cbgrtsc" DOUBLE
);
CREATE TABLE pdazaeescia (
"state" VARCHAR,
"year" BIGINT,
"rate" DOUBLE,
"status" VARCHAR,
"alcmon" DOUBLE,
"anlyr" DOUBLE,
"bngalc" DOUBLE,
"cigmon" DOUBLE,
"cocyr" DOUBLE,
"mrjmon" DOUBLE,
"d9thcrt" DOUBLE,
"cbdrt" DOUBLE,
"cbnrt" DOUBLE,
"cbcrt" DOUBLE,
"cbgrt" DOUBLE,
"truert" DOUBLE,
"truertsc" DOUBLE,
"ltruertsc" DOUBLE,
"tstart" BIGINT,
"tend" BIGINT,
"id" BIGINT,
"sw" DOUBLE,
"trw" DOUBLE
);
CREATE TABLE potconc4 (
"year" BIGINT,
"d9thc" DOUBLE,
"cbd" DOUBLE,
"cbc" DOUBLE,
"cbn" DOUBLE,
"cbg" DOUBLE
);
CREATE TABLE pre45dat (
"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,
"canrel2" VARCHAR,
"yi" DOUBLE,
"vi" DOUBLE,
"sei" DOUBLE,
"lci" DOUBLE,
"uci" DOUBLE,
"ab" VARCHAR
);
CREATE TABLE pre45dateg (
"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,
"canrel2" VARCHAR,
"yi" DOUBLE,
"vi" DOUBLE,
"sei" DOUBLE,
"lci" DOUBLE,
"uci" DOUBLE,
"ab" VARCHAR,
"ev_upper" DOUBLE,
"ev_lower" DOUBLE,
"ev_bound" DOUBLE
);
CREATE TABLE pre45datej (
"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,
"canrel2" VARCHAR,
"yi" DOUBLE,
"vi" DOUBLE,
"sei" DOUBLE,
"lci" DOUBLE,
"uci" DOUBLE,
"ab" VARCHAR,
"ev_upper" DOUBLE,
"ev_lower" DOUBLE,
"ev_bound" DOUBLE,
"or" DOUBLE,
"or_lci" DOUBLE,
"or_uci" DOUBLE,
"rr" DOUBLE,
"rr_lci" DOUBLE,
"rr_uci" DOUBLE
);
CREATE TABLE pre45datek (
"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,
"canrel2" VARCHAR,
"yi" DOUBLE,
"vi" DOUBLE,
"sei" DOUBLE,
"lci" DOUBLE,
"uci" DOUBLE,
"ab" VARCHAR,
"ev_upper" DOUBLE,
"ev_lower" DOUBLE,
"ev_bound" DOUBLE,
"or" DOUBLE,
"or_lci" DOUBLE,
"or_uci" DOUBLE
);
CREATE TABLE pre45datevalues (
"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,
"canrel2" VARCHAR,
"yi" DOUBLE,
"vi" DOUBLE,
"sei" DOUBLE,
"lci" DOUBLE,
"uci" DOUBLE,
"ab" VARCHAR,
"ev_upper" DOUBLE,
"ev_lower" DOUBLE,
"ev_bound" DOUBLE,
"or" DOUBLE,
"or_lci" DOUBLE,
"or_uci" DOUBLE,
"rr" DOUBLE,
"rr_lci" DOUBLE,
"rr_uci" DOUBLE
);
CREATE TABLE pres45 (
"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 q15_3 (
"defect" VARCHAR,
"pr" DOUBLE,
"prlci" DOUBLE,
"pruci" DOUBLE,
"afe" DOUBLE,
"afelci" DOUBLE,
"afeuci" DOUBLE,
"afp" DOUBLE,
"afplci" DOUBLE,
"afpuci" DOUBLE
);
CREATE TABLE q45_3 (
"defect" VARCHAR,
"pr" DOUBLE,
"prlci" DOUBLE,
"pruci" DOUBLE,
"afe" DOUBLE,
"afelci" DOUBLE,
"afeuci" DOUBLE,
"afp" DOUBLE,
"afplci" DOUBLE,
"afpuci" DOUBLE
);
CREATE TABLE racstt (
"state" VARCHAR,
"year" BIGINT,
"race" VARCHAR,
"race_fr" DOUBLE
);
CREATE TABLE sexp7 (
"cannabis" BIGINT,
"thc" BIGINT,
"cbg" BIGINT,
"cbc" BIGINT,
"cbn" BIGINT,
"thcv" BIGINT,
"cbd" BIGINT
);
CREATE TABLE siasabeesc (
"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,
"canrel" VARCHAR,
"ratesc" DOUBLE,
"truert" DOUBLE,
"truertsc" DOUBLE,
"ltruertsc" DOUBLE,
"ltruert" DOUBLE,
"cigmonsc" DOUBLE,
"bngalcsc" DOUBLE,
"mrjmonsc" DOUBLE,
"anlyrsc" DOUBLE,
"cocyrsc" DOUBLE,
"d9thcrtsc" DOUBLE,
"cbcrtsc" DOUBLE,
"cbgrtsc" DOUBLE
);
CREATE TABLE siasabeescia (
"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,
"canrel" VARCHAR,
"ratesc" DOUBLE,
"truert" DOUBLE,
"truertsc" DOUBLE,
"ltruertsc" DOUBLE,
"ltruert" DOUBLE,
"cigmonsc" DOUBLE,
"bngalcsc" DOUBLE,
"mrjmonsc" DOUBLE,
"anlyrsc" DOUBLE,
"cocyrsc" DOUBLE,
"d9thcrtsc" DOUBLE,
"cbcrtsc" DOUBLE,
"cbgrtsc" DOUBLE,
"tstart" BIGINT,
"tend" BIGINT,
"id" BIGINT,
"sw" DOUBLE,
"trw" DOUBLE
);
CREATE TABLE siasabeesciasocdem (
"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,
"canrel" VARCHAR,
"ratesc" DOUBLE,
"truert" DOUBLE,
"truertsc" DOUBLE,
"ltruertsc" DOUBLE,
"ltruert" DOUBLE,
"cigmonsc" DOUBLE,
"bngalcsc" DOUBLE,
"mrjmonsc" DOUBLE,
"anlyrsc" DOUBLE,
"cocyrsc" DOUBLE,
"d9thcrtsc" DOUBLE,
"cbcrtsc" DOUBLE,
"cbgrtsc" DOUBLE,
"tstart" BIGINT,
"tend" BIGINT,
"id" BIGINT,
"sw" DOUBLE,
"trw" DOUBLE,
"mhy" BIGINT,
"white" DOUBLE,
"black" DOUBLE,
"asian" DOUBLE,
"aian" DOUBLE,
"hispanic" DOUBLE,
"nhpi" DOUBLE,
"nhwhitet" DOUBLE,
"nhblackt" DOUBLE,
"hispanict" DOUBLE,
"asiant" DOUBLE,
"aiant" DOUBLE,
"nhpit" DOUBLE,
"statusnew" VARCHAR,
"dichstatnew" VARCHAR,
"dichstatnew3" VARCHAR,
"quincim" VARCHAR,
"quincnm" VARCHAR,
"quincnm2" VARCHAR,
"quincnmint" BIGINT,
"quincnmqint" VARCHAR,
"pop" BIGINT,
"medage" DOUBLE,
"nhwhitetppthc" DOUBLE,
"nhblacktppthc" DOUBLE,
"asiantppthc" DOUBLE,
"hispanictppthc" DOUBLE,
"aiantppthc" DOUBLE,
"nhpitppthc" DOUBLE,
"nhwhitetppcbd" DOUBLE,
"nhblacktppcbd" DOUBLE,
"asiantppcbd" DOUBLE,
"hispanictppcbd" DOUBLE,
"aiantppcbd" DOUBLE,
"nhpitppcbd" DOUBLE,
"births" BIGINT
);
CREATE TABLE smmcc (
"no" BIGINT,
"group" VARCHAR,
"defect" VARCHAR,
"cannabis" DOUBLE,
"cannabinoids" DOUBLE,
"mixedeff" DOUBLE,
"robust" DOUBLE,
"panel" DOUBLE,
"st" DOUBLE,
"stst" DOUBLE,
"spml" DOUBLE,
"alone" DOUBLE,
"add" DOUBLE,
"ir" DOUBLE,
"lags2" DOUBLE,
"lags4" DOUBLE,
"description" VARCHAR,
"smmcc" DOUBLE
);
CREATE TABLE smmccpcdefmd (
"defect" VARCHAR,
"median_smmcc" DOUBLE,
"median_mixed_effects_smmcc" DOUBLE,
"median_robust_smmcc" DOUBLE,
"median_geospatial_smmcc" DOUBLE,
"median_smmcc_2_lags" DOUBLE,
"median_smmcc_4_lags" DOUBLE,
"median_smmcc_additive_model" DOUBLE,
"median_smmcc_interactive" DOUBLE,
"median_geospatial_interactive_smmcc" DOUBLE,
"median_smmcc_alone" DOUBLE
);
CREATE TABLE smmccpcdefmn (
"defect" VARCHAR,
"mean_smmcc" DOUBLE,
"mean_mixed_effects_smmcc" DOUBLE,
"mean_robust_smmcc" DOUBLE,
"mean_geospatial_smmcc" DOUBLE,
"mean_smmcc_2_lags" DOUBLE,
"mean_smmcc_4_lags" DOUBLE,
"mean_smmcc_additive_model" DOUBLE,
"mean_smmcc_interactive" DOUBLE,
"mean_geospatial_interactive_smmcc" DOUBLE,
"mean_smmcc_alone" DOUBLE
);
CREATE TABLE summarytable (
"data_type" VARCHAR,
"quintile_type" VARCHAR,
"cas_in_quintile_5" BIGINT,
"births_in_quintile_5" BIGINT,
"cas_in_lower_quintiles" BIGINT,
"births_in_lower_quintiles" DOUBLE,
"rr_ci" VARCHAR,
"afe_ci" VARCHAR,
"par_ci" VARCHAR,
"chisqu" DOUBLE,
"pvalue" VARCHAR,
"evaluerrpt" DOUBLE,
"evaluerrlo" DOUBLE
);
CREATE TABLE t13baeesciadf (
"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,
"canrel" VARCHAR,
"ratesc" DOUBLE,
"truert" DOUBLE,
"truertsc" DOUBLE,
"ltruertsc" DOUBLE,
"ltruert" DOUBLE,
"cigmonsc" DOUBLE,
"bngalcsc" DOUBLE,
"mrjmonsc" DOUBLE,
"anlyrsc" DOUBLE,
"cocyrsc" DOUBLE,
"d9thcrtsc" DOUBLE,
"cbcrtsc" DOUBLE,
"cbgrtsc" DOUBLE,
"tstart" BIGINT,
"tend" BIGINT,
"id" BIGINT,
"sw" DOUBLE,
"trw" DOUBLE
);
CREATE TABLE t18baeesc (
"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,
"canrel" VARCHAR,
"ratesc" DOUBLE,
"truert" DOUBLE,
"truertsc" DOUBLE,
"ltruertsc" DOUBLE,
"cigmonsc" DOUBLE,
"bngalcsc" DOUBLE,
"mrjmonsc" DOUBLE,
"anlyrsc" DOUBLE,
"cocyrsc" DOUBLE,
"d9thcrtsc" DOUBLE,
"cbcrtsc" DOUBLE,
"cbgrtsc" DOUBLE
);
CREATE TABLE t18baeescia (
"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,
"canrel" VARCHAR,
"ratesc" DOUBLE,
"truert" DOUBLE,
"truertsc" DOUBLE,
"ltruertsc" DOUBLE,
"cigmonsc" DOUBLE,
"bngalcsc" DOUBLE,
"mrjmonsc" DOUBLE,
"anlyrsc" DOUBLE,
"cocyrsc" DOUBLE,
"d9thcrtsc" DOUBLE,
"cbcrtsc" DOUBLE,
"cbgrtsc" DOUBLE,
"tstart" BIGINT,
"tend" BIGINT,
"id" BIGINT,
"sw" DOUBLE,
"trw" DOUBLE
);
CREATE TABLE tabldefmean (
"defect" VARCHAR,
"mnsmmcc" DOUBLE,
"mnsmmcclm" DOUBLE,
"mnsmmccsg" DOUBLE,
"mnsmmccst" DOUBLE,
"mnsmmcc2lag" DOUBLE,
"mnsmmcc4lag" DOUBLE,
"mnsmmccadd" DOUBLE,
"mnsmmccir" DOUBLE,
"mnsmmccstir" DOUBLE,
"mnsmmccst2lag" DOUBLE,
"mnsmmcconly" DOUBLE
);
CREATE TABLE tabldefmedian (
"defect" VARCHAR,
"mdsmmcc" DOUBLE,
"mdsmmcclm" DOUBLE,
"mdsmmccsg" DOUBLE,
"mdsmmccst" DOUBLE,
"mdsmmcc2lag" DOUBLE,
"mdsmmcc4lag" DOUBLE,
"mdsmmccadd" DOUBLE,
"mdsmmccir" DOUBLE,
"mdsmmccstir" DOUBLE,
"mdsmmccst2lag" DOUBLE,
"mdsmmcconly" DOUBLE
);
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