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Geospatiotemporal And Causal Inferential Analysis

Geospatiotemporal and Causal Inferential Analysis of US Congenital Anomalies

@kaggle.saurabhshahane_geospatiotemporal_and_causal_inferentia_96b794c8

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About this Dataset

Geospatiotemporal And Causal Inferential Analysis

Context

Dataset for the paper - Geospatiotemporal and Causal Inferential Analysis of United States Congenital Anomalies as a Function of Multiple Cannabinoid- and Substance- Exposures: Phenocopying Thalidomide and Hundred Megabase-Scale Genotoxicity

Acknowledgements

Reece, Albert (2021), “csv Files to Accompany : Geospatiotemporal and Causal Inferential Analysis of United States Congenital Anomalies as a Function of Multiple Cannabinoid- and Substance- Exposures: Phenocopying Thalidomide and Hundred Megabase-Scale Genotoxicity", V1, doi: 10.17632/jz6777vv72.1

Tables

Testsrr4raceslaugshortshortwh

@kaggle.saurabhshahane_geospatiotemporal_and_causal_inferentia_96b794c8.testsrr4raceslaugshortshortwh
  • 17.81 KB
  • 675 rows
  • 6 columns
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CREATE TABLE testsrr4raceslaugshortshortwh (
  "state" VARCHAR,
  "year" BIGINT,
  "testcartwh" DOUBLE,
  "mrjmon" DOUBLE,
  "thcrt" DOUBLE,
  "nhwhitetppot" DOUBLE
);

Tszaeesc

@kaggle.saurabhshahane_geospatiotemporal_and_causal_inferentia_96b794c8.tszaeesc
  • 48.92 KB
  • 130 rows
  • 32 columns
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CREATE TABLE tszaeesc (
  "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
);

Tszaeescia

@kaggle.saurabhshahane_geospatiotemporal_and_causal_inferentia_96b794c8.tszaeescia
  • 54.56 KB
  • 130 rows
  • 37 columns
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CREATE TABLE tszaeescia (
  "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
);

Tx4abeesc

@kaggle.saurabhshahane_geospatiotemporal_and_causal_inferentia_96b794c8.tx4abeesc
  • 68.72 KB
  • 224 rows
  • 31 columns
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CREATE TABLE tx4abeesc (
  "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
);

Tx4abeescia

@kaggle.saurabhshahane_geospatiotemporal_and_causal_inferentia_96b794c8.tx4abeescia
  • 75.9 KB
  • 224 rows
  • 36 columns
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CREATE TABLE tx4abeescia (
  "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
);

Txgrabeesc

@kaggle.saurabhshahane_geospatiotemporal_and_causal_inferentia_96b794c8.txgrabeesc
  • 69.88 KB
  • 232 rows
  • 31 columns
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CREATE TABLE txgrabeesc (
  "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
);

Txgrabeescia

@kaggle.saurabhshahane_geospatiotemporal_and_causal_inferentia_96b794c8.txgrabeescia
  • 77.07 KB
  • 232 rows
  • 36 columns
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CREATE TABLE txgrabeescia (
  "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
);

Vertdb

@kaggle.saurabhshahane_geospatiotemporal_and_causal_inferentia_96b794c8.vertdb
  • 39.88 KB
  • 228 rows
  • 26 columns
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CREATE TABLE vertdb (
  "defect" VARCHAR,
  "term" VARCHAR,
  "estimate" DOUBLE,
  "std_error" DOUBLE,
  "slope" DOUBLE,
  "p_value" DOUBLE,
  "adj_r_squared" DOUBLE,
  "sigma" DOUBLE,
  "model_t_statistic" DOUBLE,
  "model_p_value" DOUBLE,
  "evalolsptcigl" DOUBLE,
  "evalolslocigl" DOUBLE,
  "ix" DOUBLE,
  "evalolsptaudl" DOUBLE,
  "evalolsloaudl" DOUBLE,
  "evalolsptalcmonl" DOUBLE,
  "evalolsloalcmonl" DOUBLE,
  "evalolsptl" DOUBLE,
  "evalolslol" DOUBLE,
  "ixmrj" DOUBLE,
  "evalolsptthcl" DOUBLE,
  "evalolslothcl" DOUBLE,
  "evalolsptcbdl" DOUBLE,
  "evalolslocbdl" DOUBLE,
  "evalolspt" DOUBLE,
  "evalolslo" DOUBLE
);

Vsddaes

@kaggle.saurabhshahane_geospatiotemporal_and_causal_inferentia_96b794c8.vsddaes
  • 74.55 KB
  • 189 rows
  • 59 columns
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CREATE TABLE vsddaes (
  "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,
  "pt" BIGINT,
  "ptt" BIGINT,
  "gx" BIGINT,
  "canrel" VARCHAR,
  "ratesc" DOUBLE,
  "truert" DOUBLE,
  "truertsc" DOUBLE,
  "ltruertsc" DOUBLE
);

Vsddaesia

@kaggle.saurabhshahane_geospatiotemporal_and_causal_inferentia_96b794c8.vsddaesia
  • 81.37 KB
  • 189 rows
  • 64 columns
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CREATE TABLE vsddaesia (
  "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,
  "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
);

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