VerbaGPT_Demo001

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predictivemodeler commited on Mar 5, 2025

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vg_/csvs/create_embeddings.txt +579 -406
vg_/csvs/processed/embeddings_db.csv +6 -0
vg_/csvs/processed/embeddings_dbtbl.csv +21 -0
vg_/csvs/processed/embeddings_dbtblcol.csv +0 -0
vg_/csvs/processed/embeddings_dbtblcolval.csv +0 -0
vg_/csvs/processed/texts_db_df.csv +5 -3
vg_/csvs/processed/texts_dbtbl_df.csv +20 -4
vg_/csvs/processed/texts_dbtblcol_df.csv +569 -15
vg_/csvs/processed/texts_dbtblcolval_df.csv +149 -52
vg_/csvs/training_examples.json +82 -0
vg_/csvs/~$VerbaGPT-GEM.xlsm +0 -0

vg_/csvs/create_embeddings.txt CHANGED Viewed

@@ -509,7 +509,7 @@ MUZAYAN_GRAM\SQLEXPRESS|Chinook|Track|Name|nvarchar||Column|
 MUZAYAN_GRAM\SQLEXPRESS|Chinook|Track|TrackId|int||Column|
 MUZAYAN_GRAM\SQLEXPRESS|Chinook|Track|UnitPrice|numeric||Column|
 MUZAYAN_GRAM\SQLEXPRESS|Chinook|Track||||Table|
-MUZAYAN_GRAM\SQLEXPRESS|Chinook|||||Db_File|The Chinook data model represents a digital media store, including tables for artists, albums, media tracks, invoices, and customers. Media-related data was created using real data from an Apple iTunes library.
 MUZAYAN_GRAM\SQLEXPRESS|Db_Test_01|d_Abalone|Diameter|float||Column|
 MUZAYAN_GRAM\SQLEXPRESS|Db_Test_01|d_Abalone|Height|float||Column|
 MUZAYAN_GRAM\SQLEXPRESS|Db_Test_01|d_Abalone|Length|float||Column|
@@ -783,21 +783,21 @@ SQL|vg_test01|Person|LastName|nvarchar||Column|
 SQL|vg_test01|Person|MiddelInitial|nvarchar||Column|
 SQL|vg_test01|Person|PersonId|int||Column|
 SQL|vg_test01|Person||||Table|
-SQL|vg_test01|Person|DateOfBirth|date|34199|Value|
-SQL|vg_test01|Person|DateOfBirth|date|39428|Value|
-SQL|vg_test01|Person|DateOfBirth|date|29315|Value|
-SQL|vg_test01|Person|DateOfBirth|date|29443|Value|
-SQL|vg_test01|Person|DateOfBirth|date|29845|Value|
-SQL|vg_test01|Person|DateOfBirth|date|30259|Value|
-SQL|vg_test01|Person|DateOfBirth|date|30508|Value|
-SQL|vg_test01|Person|DateOfBirth|date|30810|Value|
-SQL|vg_test01|Person|DateOfBirth|date|30814|Value|
-SQL|vg_test01|Person|DateOfBirth|date|30865|Value|
-SQL|vg_test01|Person|DateOfBirth|date|30878|Value|
-SQL|vg_test01|Person|DateOfBirth|date|31068|Value|
-SQL|vg_test01|Person|DateOfBirth|date|31395|Value|
-SQL|vg_test01|Person|DateOfBirth|date|31997|Value|
-SQL|vg_test01|Person|DateOfBirth|date|32021|Value|
 SQL|vg_test01|Person|FirstName|nvarchar|Jerimiah|Value|
 SQL|vg_test01|Person|FirstName|nvarchar|Aaron|Value|
 SQL|vg_test01|Person|FirstName|nvarchar|Ali|Value|
@@ -1361,393 +1361,566 @@ SQL|Chinook|Track|Name|nvarchar|The Evil That Men Do|Value|
 SQL|Chinook|Track|Name|nvarchar|Afraid To Shoot Strangers|Value|
 SQL|Chinook|Track|Name|nvarchar|Be Quick Or Be Dead|Value|
 SQL|Chinook|Track|Name|nvarchar|Believe|Value|
-vgsql-001|MEPS|||||Db_File|This is the Medical Expenditure Panel Survey Database. Has enrollment, medical and pharmacy tables.
-vgsql-001|MEPS|h213a|DIABEQUIP|tinyint||Column|
-vgsql-001|MEPS|h213a|DRUGIDX|bigint||Column|
-vgsql-001|MEPS|h213a|DUID|int||Column|
-vgsql-001|MEPS|h213a|DUPERSID|bigint||Column|
-vgsql-001|MEPS|h213a|IMPFLAG|tinyint||Column|
-vgsql-001|MEPS|h213a|INPCFLG|int||Column|
-vgsql-001|MEPS|h213a|LINKIDX|bigint||Column|
-vgsql-001|MEPS|h213a|PANEL|tinyint||Column|
-vgsql-001|MEPS|h213a|PCIMPFLG|tinyint||Column|
-vgsql-001|MEPS|h213a|PERWT19F|float||Column|
-vgsql-001|MEPS|h213a|PHARTP1|smallint||Column|
-vgsql-001|MEPS|h213a|PHARTP2|smallint||Column|
-vgsql-001|MEPS|h213a|PHARTP3|smallint||Column|
-vgsql-001|MEPS|h213a|PHARTP4|smallint||Column|
-vgsql-001|MEPS|h213a|PHARTP5|smallint||Column|
-vgsql-001|MEPS|h213a|PHARTP6|smallint||Column|
-vgsql-001|MEPS|h213a|PHARTP7|smallint||Column|
-vgsql-001|MEPS|h213a|PID|int||Column|
-vgsql-001|MEPS|h213a|PREGCAT|nvarchar||Column|
-vgsql-001|MEPS|h213a|PURCHRD|tinyint||Column|
-vgsql-001|MEPS|h213a|RXBEGMM|smallint||Column|
-vgsql-001|MEPS|h213a|RXBEGYRX|smallint||Column|
-vgsql-001|MEPS|h213a|RXDAYSUP|smallint||Column|
-vgsql-001|MEPS|h213a|RXDRGNAM|nvarchar||Column|
-vgsql-001|MEPS|h213a|RXFLG|tinyint||Column|
-vgsql-001|MEPS|h213a|RXFORM|nvarchar||Column|
-vgsql-001|MEPS|h213a|RXFRMUNT|nvarchar||Column|
-vgsql-001|MEPS|h213a|RXMD19X|float||Column|
-vgsql-001|MEPS|h213a|RXMR19X|float||Column|
-vgsql-001|MEPS|h213a|RXNAME|nvarchar||Column|Medicine Name
-vgsql-001|MEPS|h213a|RXNDC|bigint||Column|NDC code
-vgsql-001|MEPS|h213a|RXOF19X|float||Column|
-vgsql-001|MEPS|h213a|RXOT19X|float||Column|
-vgsql-001|MEPS|h213a|RXPV19X|float||Column|
-vgsql-001|MEPS|h213a|RXQUANTY|float||Column|
-vgsql-001|MEPS|h213a|RXRECIDX|bigint||Column|
-vgsql-001|MEPS|h213a|RXSF19X|float||Column|
-vgsql-001|MEPS|h213a|RXSL19X|float||Column|
-vgsql-001|MEPS|h213a|RXSTRENG|nvarchar||Column|
-vgsql-001|MEPS|h213a|RXSTRUNT|nvarchar||Column|
-vgsql-001|MEPS|h213a|RXTR19X|float||Column|
-vgsql-001|MEPS|h213a|RXVA19X|float||Column|
-vgsql-001|MEPS|h213a|RXWC19X|float||Column|
-vgsql-001|MEPS|h213a|RXXP19X|float||Column|
-vgsql-001|MEPS|h213a|TC1|smallint||Column|
-vgsql-001|MEPS|h213a|TC1S1|smallint||Column|
-vgsql-001|MEPS|h213a|TC1S1_1|smallint||Column|
-vgsql-001|MEPS|h213a|TC1S1_2|smallint||Column|
-vgsql-001|MEPS|h213a|TC1S2|smallint||Column|
-vgsql-001|MEPS|h213a|TC1S2_1|smallint||Column|
-vgsql-001|MEPS|h213a|TC1S3|smallint||Column|
-vgsql-001|MEPS|h213a|TC1S3_1|smallint||Column|
-vgsql-001|MEPS|h213a|TC2|smallint||Column|
-vgsql-001|MEPS|h213a|TC2S1|smallint||Column|
-vgsql-001|MEPS|h213a|TC2S1_1|smallint||Column|
-vgsql-001|MEPS|h213a|TC2S1_2|smallint||Column|
-vgsql-001|MEPS|h213a|TC2S2|smallint||Column|
-vgsql-001|MEPS|h213a|TC3|smallint||Column|
-vgsql-001|MEPS|h213a|TC3S1|smallint||Column|
-vgsql-001|MEPS|h213a|TC3S1_1|smallint||Column|
-vgsql-001|MEPS|h213a|VARPSU|int||Column|
-vgsql-001|MEPS|h213a|VARSTR|smallint||Column|
-vgsql-001|MEPS|h213a||||Table|This is the pharmacy utilization table. Use DUPERSID for unique person identifier. This table can have multiple rows per identifier.
-vgsql-001|MEPS|h213a|PREGCAT|nvarchar|N|Value|
-vgsql-001|MEPS|h213a|PREGCAT|nvarchar|C|Value|
-vgsql-001|MEPS|h213a|PREGCAT|nvarchar|B|Value|
-vgsql-001|MEPS|h213a|PREGCAT|nvarchar|D|Value|
-vgsql-001|MEPS|h213a|PREGCAT|nvarchar|X|Value|
-vgsql-001|MEPS|h213a|PREGCAT|nvarchar|-15|Value|
-vgsql-001|MEPS|h213a|PREGCAT|nvarchar|A|Value|
-vgsql-001|MEPS|h213a|RXDRGNAM|nvarchar|ATORVASTATIN|Value|
-vgsql-001|MEPS|h213a|RXDRGNAM|nvarchar|LEVOTHYROXINE|Value|
-vgsql-001|MEPS|h213a|RXDRGNAM|nvarchar|LISINOPRIL|Value|
-vgsql-001|MEPS|h213a|RXDRGNAM|nvarchar|METFORMIN|Value|
-vgsql-001|MEPS|h213a|RXDRGNAM|nvarchar|AMLODIPINE|Value|
-vgsql-001|MEPS|h213a|RXDRGNAM|nvarchar|METOPROLOL|Value|
-vgsql-001|MEPS|h213a|RXDRGNAM|nvarchar|-15|Value|
-vgsql-001|MEPS|h213a|RXDRGNAM|nvarchar|ALBUTEROL|Value|
-vgsql-001|MEPS|h213a|RXDRGNAM|nvarchar|OMEPRAZOLE|Value|
-vgsql-001|MEPS|h213a|RXDRGNAM|nvarchar|LOSARTAN|Value|
-vgsql-001|MEPS|h213a|RXDRGNAM|nvarchar|GABAPENTIN|Value|
-vgsql-001|MEPS|h213a|RXDRGNAM|nvarchar|HYDROCHLOROTHIAZIDE|Value|
-vgsql-001|MEPS|h213a|RXDRGNAM|nvarchar|SIMVASTATIN|Value|
-vgsql-001|MEPS|h213a|RXDRGNAM|nvarchar|SERTRALINE|Value|
-vgsql-001|MEPS|h213a|RXDRGNAM|nvarchar|ACETAMINOPHEN-HYDROCODONE|Value|
-vgsql-001|MEPS|h213a|RXFORM|nvarchar|TABS|Value|
-vgsql-001|MEPS|h213a|RXFORM|nvarchar|CAPS|Value|
-vgsql-001|MEPS|h213a|RXFORM|nvarchar|-15|Value|
-vgsql-001|MEPS|h213a|RXFORM|nvarchar|TB24|Value|
-vgsql-001|MEPS|h213a|RXFORM|nvarchar|SOLN|Value|
-vgsql-001|MEPS|h213a|RXFORM|nvarchar|TAB|Value|
-vgsql-001|MEPS|h213a|RXFORM|nvarchar|CPDR|Value|
-vgsql-001|MEPS|h213a|RXFORM|nvarchar|AERS|Value|
-vgsql-001|MEPS|h213a|RXFORM|nvarchar|TBEC|Value|
-vgsql-001|MEPS|h213a|RXFORM|nvarchar|SOPN|Value|
-vgsql-001|MEPS|h213a|RXFORM|nvarchar|CP24|Value|
-vgsql-001|MEPS|h213a|RXFORM|nvarchar|SUSP|Value|
-vgsql-001|MEPS|h213a|RXFORM|nvarchar|TBCR|Value|
-vgsql-001|MEPS|h213a|RXFORM|nvarchar|STRP|Value|
-vgsql-001|MEPS|h213a|RXFORM|nvarchar|MISC|Value|
-vgsql-001|MEPS|h213a|RXFRMUNT|nvarchar|EA|Value|
-vgsql-001|MEPS|h213a|RXFRMUNT|nvarchar|-15|Value|
-vgsql-001|MEPS|h213a|RXFRMUNT|nvarchar|ML|Value|
-vgsql-001|MEPS|h213a|RXFRMUNT|nvarchar|GM|Value|
-vgsql-001|MEPS|h213a|RXFRMUNT|nvarchar|G|Value|
-vgsql-001|MEPS|h213a|RXFRMUNT|nvarchar|-8|Value|
-vgsql-001|MEPS|h213a|RXFRMUNT|nvarchar|test strips|Value|
-vgsql-001|MEPS|h213a|RXFRMUNT|nvarchar|Pen needles|Value|
-vgsql-001|MEPS|h213a|RXFRMUNT|nvarchar|lancets|Value|
-vgsql-001|MEPS|h213a|RXFRMUNT|nvarchar|OTHER|Value|
-vgsql-001|MEPS|h213a|RXFRMUNT|nvarchar|SRN|Value|
-vgsql-001|MEPS|h213a|RXFRMUNT|nvarchar|INH|Value|
-vgsql-001|MEPS|h213a|RXFRMUNT|nvarchar|GELC|Value|
-vgsql-001|MEPS|h213a|RXFRMUNT|nvarchar|Device|Value|
-vgsql-001|MEPS|h213a|RXFRMUNT|nvarchar|NDL|Value|
-vgsql-001|MEPS|h213a|RXNAME|nvarchar|ATORVASTATIN|Value|
-vgsql-001|MEPS|h213a|RXNAME|nvarchar|LISINOPRIL|Value|
-vgsql-001|MEPS|h213a|RXNAME|nvarchar|METFORMIN|Value|
-vgsql-001|MEPS|h213a|RXNAME|nvarchar|LEVOTHYROXIN|Value|
-vgsql-001|MEPS|h213a|RXNAME|nvarchar|AMLODIPINE|Value|
-vgsql-001|MEPS|h213a|RXNAME|nvarchar|OMEPRAZOLE|Value|
-vgsql-001|MEPS|h213a|RXNAME|nvarchar|LOSARTAN POT|Value|
-vgsql-001|MEPS|h213a|RXNAME|nvarchar|GABAPENTIN|Value|
-vgsql-001|MEPS|h213a|RXNAME|nvarchar|HYDROCHLOROT|Value|
-vgsql-001|MEPS|h213a|RXNAME|nvarchar|SIMVASTATIN|Value|
-vgsql-001|MEPS|h213a|RXNAME|nvarchar|ALBUTEROL|Value|
-vgsql-001|MEPS|h213a|RXNAME|nvarchar|SERTRALINE|Value|
-vgsql-001|MEPS|h213a|RXNAME|nvarchar|METOPROL TAR|Value|
-vgsql-001|MEPS|h213a|RXNAME|nvarchar|METOPROL SUC|Value|
-vgsql-001|MEPS|h213a|RXNAME|nvarchar|FUROSEMIDE|Value|
-vgsql-001|MEPS|h213a|RXSTRENG|nvarchar|-15|Value|
-vgsql-001|MEPS|h213a|RXSTRENG|nvarchar|10|Value|
-vgsql-001|MEPS|h213a|RXSTRENG|nvarchar|20|Value|
-vgsql-001|MEPS|h213a|RXSTRENG|nvarchar|100|Value|
-vgsql-001|MEPS|h213a|RXSTRENG|nvarchar|40|Value|
-vgsql-001|MEPS|h213a|RXSTRENG|nvarchar|50|Value|
-vgsql-001|MEPS|h213a|RXSTRENG|nvarchar|5|Value|
-vgsql-001|MEPS|h213a|RXSTRENG|nvarchar|25|Value|
-vgsql-001|MEPS|h213a|RXSTRENG|nvarchar|500|Value|
-vgsql-001|MEPS|h213a|RXSTRENG|nvarchar|1|Value|
-vgsql-001|MEPS|h213a|RXSTRENG|nvarchar|300|Value|
-vgsql-001|MEPS|h213a|RXSTRENG|nvarchar|75|Value|
-vgsql-001|MEPS|h213a|RXSTRENG|nvarchar|108|Value|
-vgsql-001|MEPS|h213a|RXSTRENG|nvarchar|150|Value|
-vgsql-001|MEPS|h213a|RXSTRENG|nvarchar|200|Value|
-vgsql-001|MEPS|h213a|RXSTRUNT|nvarchar|MG|Value|
-vgsql-001|MEPS|h213a|RXSTRUNT|nvarchar|-15|Value|
-vgsql-001|MEPS|h213a|RXSTRUNT|nvarchar|MCG|Value|
-vgsql-001|MEPS|h213a|RXSTRUNT|nvarchar|%|Value|
-vgsql-001|MEPS|h213a|RXSTRUNT|nvarchar|MCG/ACT|Value|
-vgsql-001|MEPS|h213a|RXSTRUNT|nvarchar|MG/ML|Value|
-vgsql-001|MEPS|h213a|RXSTRUNT|nvarchar|UNIT/ML|Value|
-vgsql-001|MEPS|h213a|RXSTRUNT|nvarchar|UNIT|Value|
-vgsql-001|MEPS|h213a|RXSTRUNT|nvarchar|MEQ|Value|
-vgsql-001|MEPS|h213a|RXSTRUNT|nvarchar|GM|Value|
-vgsql-001|MEPS|h213a|RXSTRUNT|nvarchar|MG/MG|Value|
-vgsql-001|MEPS|h213a|RXSTRUNT|nvarchar|MG/24HR|Value|
-vgsql-001|MEPS|h213a|RXSTRUNT|nvarchar|MG/GM|Value|
-vgsql-001|MEPS|h213a|RXSTRUNT|nvarchar|MCG/ML|Value|
-vgsql-001|MEPS|h213a|RXSTRUNT|nvarchar|MCG/HR|Value|
-vgsql-001|MEPS|h214|ACCDNWRK|smallint||Column|
-vgsql-001|MEPS|h214|AGEDIAG|smallint||Column|
-vgsql-001|MEPS|h214|CCSR1X|nvarchar||Column|
-vgsql-001|MEPS|h214|CCSR2X|nvarchar||Column|
-vgsql-001|MEPS|h214|CCSR3X|nvarchar||Column|
-vgsql-001|MEPS|h214|CONDIDX|bigint||Column|
-vgsql-001|MEPS|h214|CONDN|int||Column|
-vgsql-001|MEPS|h214|CONDRN|int||Column|
-vgsql-001|MEPS|h214|CRND1|smallint||Column|
-vgsql-001|MEPS|h214|CRND2|smallint||Column|
-vgsql-001|MEPS|h214|CRND3|int||Column|
-vgsql-001|MEPS|h214|CRND4|int||Column|
-vgsql-001|MEPS|h214|CRND5|int||Column|
-vgsql-001|MEPS|h214|DUID|int||Column|
-vgsql-001|MEPS|h214|DUPERSID|bigint||Column|
-vgsql-001|MEPS|h214|ERNUM|int||Column|
-vgsql-001|MEPS|h214|HHNUM|int||Column|
-vgsql-001|MEPS|h214|ICD10CDX|nvarchar||Column|
-vgsql-001|MEPS|h214|INJURY|int||Column|
-vgsql-001|MEPS|h214|IPNUM|int||Column|
-vgsql-001|MEPS|h214|OBNUM|int||Column|
-vgsql-001|MEPS|h214|OPNUM|int||Column|
-vgsql-001|MEPS|h214|PANEL|int||Column|
-vgsql-001|MEPS|h214|PERWT19F|float||Column|
-vgsql-001|MEPS|h214|PID|int||Column|
-vgsql-001|MEPS|h214|RXNUM|int||Column|
-vgsql-001|MEPS|h214|VARPSU|int||Column|
-vgsql-001|MEPS|h214|VARSTR|smallint||Column|
-vgsql-001|MEPS|h214||||Table|Use DUPERSID for unique person identifier
-vgsql-001|MEPS|h214|CCSR1X|nvarchar|CIR007|Value|
-vgsql-001|MEPS|h214|CCSR1X|nvarchar|END010|Value|
-vgsql-001|MEPS|h214|CCSR1X|nvarchar|MUS010|Value|
-vgsql-001|MEPS|h214|CCSR1X|nvarchar|END002|Value|
-vgsql-001|MEPS|h214|CCSR1X|nvarchar|MBD005|Value|
-vgsql-001|MEPS|h214|CCSR1X|nvarchar|END001|Value|
-vgsql-001|MEPS|h214|CCSR1X|nvarchar|MBD002|Value|
-vgsql-001|MEPS|h214|CCSR1X|nvarchar|MUS006|Value|
-vgsql-001|MEPS|h214|CCSR1X|nvarchar|RSP009|Value|
-vgsql-001|MEPS|h214|CCSR1X|nvarchar|DIG004|Value|
-vgsql-001|MEPS|h214|CCSR1X|nvarchar|NVS016|Value|
-vgsql-001|MEPS|h214|CCSR1X|nvarchar|SYM016|Value|
-vgsql-001|MEPS|h214|CCSR1X|nvarchar|MUS011|Value|
-vgsql-001|MEPS|h214|CCSR1X|nvarchar|INJ067|Value|
-vgsql-001|MEPS|h214|CCSR1X|nvarchar|RSP006|Value|
-vgsql-001|MEPS|h214|CCSR2X|nvarchar|-1|Value|
-vgsql-001|MEPS|h214|CCSR2X|nvarchar|END005|Value|
-vgsql-001|MEPS|h214|CCSR2X|nvarchar|MUS038|Value|
-vgsql-001|MEPS|h214|CCSR2X|nvarchar|RSP006|Value|
-vgsql-001|MEPS|h214|CCSR2X|nvarchar|RSP007|Value|
-vgsql-001|MEPS|h214|CCSR2X|nvarchar|SKN007|Value|
-vgsql-001|MEPS|h214|CCSR2X|nvarchar|SYM010|Value|
-vgsql-001|MEPS|h214|CCSR2X|nvarchar|INF008|Value|
-vgsql-001|MEPS|h214|CCSR2X|nvarchar|NVS016|Value|
-vgsql-001|MEPS|h214|CCSR2X|nvarchar|SKN005|Value|
-vgsql-001|MEPS|h214|CCSR2X|nvarchar|FAC009|Value|
-vgsql-001|MEPS|h214|CCSR2X|nvarchar|SKN002|Value|
-vgsql-001|MEPS|h214|CCSR2X|nvarchar|INF003|Value|
-vgsql-001|MEPS|h214|CCSR2X|nvarchar|INF009|Value|
-vgsql-001|MEPS|h214|CCSR2X|nvarchar|INF000|Value|
-vgsql-001|MEPS|h214|CCSR3X|nvarchar|-1|Value|
-vgsql-001|MEPS|h214|CCSR3X|nvarchar|INF004|Value|
-vgsql-001|MEPS|h214|ICD10CDX|nvarchar|I10|Value|
-vgsql-001|MEPS|h214|ICD10CDX|nvarchar|-15|Value|
-vgsql-001|MEPS|h214|ICD10CDX|nvarchar|E78|Value|
-vgsql-001|MEPS|h214|ICD10CDX|nvarchar|E11|Value|
-vgsql-001|MEPS|h214|ICD10CDX|nvarchar|F41|Value|
-vgsql-001|MEPS|h214|ICD10CDX|nvarchar|M25|Value|
-vgsql-001|MEPS|h214|ICD10CDX|nvarchar|F32|Value|
-vgsql-001|MEPS|h214|ICD10CDX|nvarchar|J45|Value|
-vgsql-001|MEPS|h214|ICD10CDX|nvarchar|M19|Value|
-vgsql-001|MEPS|h214|ICD10CDX|nvarchar|M54|Value|
-vgsql-001|MEPS|h214|ICD10CDX|nvarchar|K21|Value|
-vgsql-001|MEPS|h214|ICD10CDX|nvarchar|G47|Value|
-vgsql-001|MEPS|h214|ICD10CDX|nvarchar|T78|Value|
-vgsql-001|MEPS|h214|ICD10CDX|nvarchar|M79|Value|
-vgsql-001|MEPS|h214|ICD10CDX|nvarchar|E07|Value|
-vgsql-001|MEPS|h216_narrow|ACTLIM31|smallint||Column|ANY LIMITATION WORK/HOUSEWRK/SCHL-RD 3/1 (value of 1: Yes, 2: No, -1: Inapplicable, -7: Refused to answer, -8: Don't Know)
-vgsql-001|MEPS|h216_narrow|ADACLS42|smallint||Column|SAQ 4WKS: ACCMP LESS B/C PHY PRBS VR-12 (value of 1: None of the time, 2: Little of the time, 3: Some of the time, 4: Most of the time, 5: All of the time, -1: Inapplicable, -15: Cannot be computed).
-vgsql-001|MEPS|h216_narrow|ADCLIM42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|ADDAYA42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|ADDPRS42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|ADEFRT42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|ADEMLS42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|ADENGY42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|ADGENH42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|ADHDADDX|smallint||Column|
-vgsql-001|MEPS|h216_narrow|ADHDAGED|smallint||Column|
-vgsql-001|MEPS|h216_narrow|ADHOPE42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|ADINSA42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|ADINSB42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|ADINTR42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|ADLHLP31|smallint||Column|
-vgsql-001|MEPS|h216_narrow|ADMWCF42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|ADNERV42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|ADOVER42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|ADPAIN42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|ADPCFL42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|ADPROX42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|ADPRST42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|ADREST42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|ADRISK42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|ADSAD42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|ADSOCA42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|ADUPRO42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|ADWKLM42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|ADWRTH42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|AGELAST|int||Column|
-vgsql-001|MEPS|h216_narrow|AIDHLP31|smallint||Column|
-vgsql-001|MEPS|h216_narrow|ANYLMI19|smallint||Column|
-vgsql-001|MEPS|h216_narrow|ARTHAGED|smallint||Column|
-vgsql-001|MEPS|h216_narrow|ARTHDX|smallint||Column|
-vgsql-001|MEPS|h216_narrow|ARTHTYPE|smallint||Column|
-vgsql-001|MEPS|h216_narrow|ASACUT31|smallint||Column|
-vgsql-001|MEPS|h216_narrow|ASATAK31|smallint||Column|
-vgsql-001|MEPS|h216_narrow|ASDALY31|smallint||Column|
-vgsql-001|MEPS|h216_narrow|ASEVFL31|smallint||Column|
-vgsql-001|MEPS|h216_narrow|ASMRCN31|smallint||Column|
-vgsql-001|MEPS|h216_narrow|ASPKFL31|smallint||Column|
-vgsql-001|MEPS|h216_narrow|ASPREV31|smallint||Column|
-vgsql-001|MEPS|h216_narrow|ASSTIL31|smallint||Column|
-vgsql-001|MEPS|h216_narrow|ASTHAGED|smallint||Column|
-vgsql-001|MEPS|h216_narrow|ASTHDX|smallint||Column|
-vgsql-001|MEPS|h216_narrow|ASTHEP31|smallint||Column|
-vgsql-001|MEPS|h216_narrow|ASWNFL31|smallint||Column|
-vgsql-001|MEPS|h216_narrow|BENDIF31|smallint||Column|
-vgsql-001|MEPS|h216_narrow|CABLADDR|smallint||Column|
-vgsql-001|MEPS|h216_narrow|CABREAST|smallint||Column|
-vgsql-001|MEPS|h216_narrow|CACERVIX|smallint||Column|
-vgsql-001|MEPS|h216_narrow|CACOLON|smallint||Column|
-vgsql-001|MEPS|h216_narrow|CALUNG|smallint||Column|
-vgsql-001|MEPS|h216_narrow|CALYMPH|smallint||Column|
-vgsql-001|MEPS|h216_narrow|CAMELANO|smallint||Column|
-vgsql-001|MEPS|h216_narrow|CANCERDX|smallint||Column|
-vgsql-001|MEPS|h216_narrow|CAOTHER|smallint||Column|
-vgsql-001|MEPS|h216_narrow|CAPROSTA|smallint||Column|
-vgsql-001|MEPS|h216_narrow|CASKINDK|smallint||Column|
-vgsql-001|MEPS|h216_narrow|CASKINNM|smallint||Column|
-vgsql-001|MEPS|h216_narrow|CAUTERUS|smallint||Column|
-vgsql-001|MEPS|h216_narrow|CHAPPT42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|CHCOUN42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|CHEMPB42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|CHEXPL42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|CHEYRE42_M18|smallint||Column|
-vgsql-001|MEPS|h216_narrow|CHHECR42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|CHILCR42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|CHILWW42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|CHLICO42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|CHLIHB42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|CHLIMI42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|CHLIST42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|CHPMCN42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|CHPMED42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|CHPMHB42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|CHPRTM42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|CHRESP42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|CHRTCR42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|CHRTWW42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|CHSERV42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|CHSPEC42_M18|smallint||Column|
-vgsql-001|MEPS|h216_narrow|CHSRCN42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|CHSRHB42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|CHTHCO42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|CHTHER42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|CHTHHB42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|COGLIM31|smallint||Column|
-vgsql-001|MEPS|h216_narrow|CSHCN42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|DADPRO42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|DFCOG42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|DFDRSB42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|DFERND42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|DFHEAR42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|DFSEE42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|DFWLKC42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|DIABAGED|smallint||Column|
-vgsql-001|MEPS|h216_narrow|DIABDX_M18|smallint||Column|Diabetes diagnosis (1: Yes, 2: No, other: Inapplicable/refused).
-vgsql-001|MEPS|h216_narrow|DOBMM|int||Column|
-vgsql-001|MEPS|h216_narrow|DOBYY|smallint||Column|
-vgsql-001|MEPS|h216_narrow|DUID|bigint||Column|
-vgsql-001|MEPS|h216_narrow|DUPERSID|bigint||Column|Unique Person Identifier
-vgsql-001|MEPS|h216_narrow|ELGRND19|int||Column|
-vgsql-001|MEPS|h216_narrow|FAMINC19|int||Column|
-vgsql-001|MEPS|h216_narrow|FNGRDF31|smallint||Column|
-vgsql-001|MEPS|h216_narrow|GETTRB42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|HAVFUN42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|HISPANX|int||Column|
-vgsql-001|MEPS|h216_narrow|HOMEBH42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|HSELIM31|smallint||Column|
-vgsql-001|MEPS|h216_narrow|IADLHP31|smallint||Column|
-vgsql-001|MEPS|h216_narrow|INSCOV19|int||Column|HEALTH INSURANCE COVERAGE INDICATOR 2019 (value of 1: Any Private, 2: Public Only, 3: Uninsured)
-vgsql-001|MEPS|h216_narrow|INSURC19|int||Column|FULL YEAR INSURANCE COVERAGE STATUS 2019 (value of 1: <65 Any Private, 2: <65 Public Only, 3: <65 Uninsured, 4-6: 65+ Medicare, 7-8: 65+ Uninsured)
-vgsql-001|MEPS|h216_narrow|JTPAIN31_M18|smallint||Column|JOINT PAIN LAST 12 MONTHS (>17)  (value of 1: Yes, 2: No)
-vgsql-001|MEPS|h216_narrow|K6SUM42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|KIDPRO42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|LFTDIF31|smallint||Column|
-vgsql-001|MEPS|h216_narrow|LSTETH53|smallint||Column|
-vgsql-001|MEPS|h216_narrow|MILDIF31|smallint||Column|
-vgsql-001|MEPS|h216_narrow|MOMPRO42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|NERVAF42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|OFTSMK53|smallint||Column|
-vgsql-001|MEPS|h216_narrow|PANEL|int||Column|
-vgsql-001|MEPS|h216_narrow|PHQ242|smallint||Column|
-vgsql-001|MEPS|h216_narrow|PHYEXE53|smallint||Column|
-vgsql-001|MEPS|h216_narrow|PID|int||Column|Person Number
-vgsql-001|MEPS|h216_narrow|POVCAT19|int||Column|FAMILY INC AS % OF POVERTY LINE (value 1: Poor/Negative, 2: Near Poor, 3: Low Income, 4: Middle, 5: High Income)
-vgsql-001|MEPS|h216_narrow|POVLEV19|float||Column|FAMILY INC AS % OF POVERTY LINE - CONTINUOUS Variable
-vgsql-001|MEPS|h216_narrow|RACEV2X|int||Column|Race (value of 1: White, 2: Black, 3: Amer Indian, 4: Asian Indian, 5: Chinese, 6: Filipino, 10: Other Asian, 12: Multiple races)
-vgsql-001|MEPS|h216_narrow|RCHDIF31|smallint||Column|
-vgsql-001|MEPS|h216_narrow|RXEXP19|int||Column|Pharmacy Expenditure for 2019
-vgsql-001|MEPS|h216_narrow|SAQELIG|tinyint||Column|
-vgsql-001|MEPS|h216_narrow|SCHLBH42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|SCHLIM31|smallint||Column|
-vgsql-001|MEPS|h216_narrow|SCHPRO42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|SEX|int||Column|1: Male, 2: Female
-vgsql-001|MEPS|h216_narrow|SIBPRO42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|SOCLIM31|smallint||Column|
-vgsql-001|MEPS|h216_narrow|SPRPRO42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|STNDIF31|smallint||Column|
-vgsql-001|MEPS|h216_narrow|STPDIF31|smallint||Column|
-vgsql-001|MEPS|h216_narrow|TOTEXP19|int||Column|TOTAL HEALTH CARE EXPENDITURE for 2019
-vgsql-001|MEPS|h216_narrow|TOTSLF19|int||Column|TOTAL AMT PAID BY SELF/FAMILY 19
-vgsql-001|MEPS|h216_narrow|TOTTCH19|int||Column|TOTAL HEALTH CARE CHARGES 19, EXCL RX
-vgsql-001|MEPS|h216_narrow|TTLP19X|int||Column|PERSON'S TOTAL INCOME
-vgsql-001|MEPS|h216_narrow|UNABLE31|smallint||Column|
-vgsql-001|MEPS|h216_narrow|UNHAP42|smallint||Column|
-vgsql-001|MEPS|h216_narrow|WAGEP19X|int||Column|
-vgsql-001|MEPS|h216_narrow|WLKDIF31|smallint||Column|
-vgsql-001|MEPS|h216_narrow|WLKLIM31|smallint||Column|
-vgsql-001|MEPS|h216_narrow|WRKLIM31|smallint||Column|
-vgsql-001|MEPS|h216_narrow||||Table|Use DUPERSID for unique person identifier

 MUZAYAN_GRAM\SQLEXPRESS|Chinook|Track|TrackId|int||Column|
 MUZAYAN_GRAM\SQLEXPRESS|Chinook|Track|UnitPrice|numeric||Column|
 MUZAYAN_GRAM\SQLEXPRESS|Chinook|Track||||Table|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|||||Db_File|The Chinook data model represents a digital media store, including tables for artists, albums, media tracks, invoices, and customers.
 MUZAYAN_GRAM\SQLEXPRESS|Db_Test_01|d_Abalone|Diameter|float||Column|
 MUZAYAN_GRAM\SQLEXPRESS|Db_Test_01|d_Abalone|Height|float||Column|
 MUZAYAN_GRAM\SQLEXPRESS|Db_Test_01|d_Abalone|Length|float||Column|
 SQL|vg_test01|Person|MiddelInitial|nvarchar||Column|
 SQL|vg_test01|Person|PersonId|int||Column|
 SQL|vg_test01|Person||||Table|
+SQL|vg_test01|Person|DateOfBirth|date|8/18/1993|Value|
+SQL|vg_test01|Person|DateOfBirth|date|12/12/2007|Value|
+SQL|vg_test01|Person|DateOfBirth|date|4/4/1980|Value|
+SQL|vg_test01|Person|DateOfBirth|date|8/10/1980|Value|
+SQL|vg_test01|Person|DateOfBirth|date|9/16/1981|Value|
+SQL|vg_test01|Person|DateOfBirth|date|11/4/1982|Value|
+SQL|vg_test01|Person|DateOfBirth|date|7/11/1983|Value|
+SQL|vg_test01|Person|DateOfBirth|date|5/8/1984|Value|
+SQL|vg_test01|Person|DateOfBirth|date|5/12/1984|Value|
+SQL|vg_test01|Person|DateOfBirth|date|7/2/1984|Value|
+SQL|vg_test01|Person|DateOfBirth|date|7/15/1984|Value|
+SQL|vg_test01|Person|DateOfBirth|date|1/21/1985|Value|
+SQL|vg_test01|Person|DateOfBirth|date|12/14/1985|Value|
+SQL|vg_test01|Person|DateOfBirth|date|8/8/1987|Value|
+SQL|vg_test01|Person|DateOfBirth|date|9/1/1987|Value|
 SQL|vg_test01|Person|FirstName|nvarchar|Jerimiah|Value|
 SQL|vg_test01|Person|FirstName|nvarchar|Aaron|Value|
 SQL|vg_test01|Person|FirstName|nvarchar|Ali|Value|
 SQL|Chinook|Track|Name|nvarchar|Afraid To Shoot Strangers|Value|
 SQL|Chinook|Track|Name|nvarchar|Be Quick Or Be Dead|Value|
 SQL|Chinook|Track|Name|nvarchar|Believe|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|||||Db_File|This is the Medical Expenditure Panel Survey Database. Has enrollment, medical and pharmacy tables.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|DIABEQUIP|tinyint||Column|Indicates presence of diabetic equipment/supplies (1) or other items (2).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|DRUGIDX|bigint||Column|Unique identifier combining person ID and a counter for drug records.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|DUID|int||Column|Panel number concatenated with encrypted household identifier.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|DUPERSID|bigint||Column|Unique identifier combining DUID and PID.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|IMPFLAG|tinyint||Column|Indicates the method of expenditure data creation.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|INPCFLG|int||Column|Indicates presence in 2019 Prescribed Medicines file: 0=Not present, 1=Present.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|LINKIDX|bigint||Column|Unique identifier for linking to condition or other event files.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|PANEL|tinyint||Column|Number identifying the survey panel (1 to 6) in the MEPS HC-213A 2019 dataset.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|PCIMPFLG|tinyint||Column|Type of Health Component (HC) to Pharmacy Component (PC) prescription match.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|PERWT19F|float||Column|Weighting factor for 2019 expenditure data; values range from 633.006358 to 77911.063903.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|PHARTP1|smallint||Column|Defines the type of pharmacy provider for the first prescription: mail-order, in-store, HMO/clinic/hospital, online, etc.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|PHARTP2|smallint||Column|Categorical variable defining type of pharmacy provider for the 2nd instance. Values: 1=MAIL-ORDER, 2=IN ANOTHER STORE, 3=IN HMO/CLINIC/HOSPITAL, 4=DRUG STORE, 5=ON-LINE.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|PHARTP3|smallint||Column|Type of pharmacy provision (3rd occurrence), coded as: 1=Mail-order, 2=Another store, 3=HMO/clinic/hospital, 4=Drug store, 5=Online.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|PHARTP4|smallint||Column|Identifies the 4th type of pharmacy provider (e.g., mail-order, drug store). Values include: 1=mail-order, 2=in another store, 3=in HMO/clinic/hospital, 4=drug store, 5=online
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|PHARTP5|smallint||Column|Type of pharmacy provider: 5th instance; values include mail-order, other store, HMO/clinic/hospital, drug store.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|PHARTP6|smallint||Column|Type of pharmacy provider - 6th: Mail-order, in another store, HMO/clinic/hospital, drug store, or online.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|PHARTP7|smallint||Column|Type of pharmacy (7th): 1=Mail-order, 3=HMO/clinic/hospital, 4=Drug store.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|PID|int||Column|Unique identifier for a person within a household, ranging from 101 to 503.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|PREGCAT|nvarchar||Column|Internal Server Error
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|PURCHRD|tinyint||Column|'' indicates the weighted count of drug purchases.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXBEGMM|smallint||Column|Month the person started taking medication (format: 3.0 Num).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXBEGYRX|smallint||Column|Imputed year prescription began; weighted by PERWT19F.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXDAYSUP|smallint||Column|Imputed number of days supplied for prescribed medication.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXDRGNAM|nvarchar||Column|Multum medication name, imputed, 60-character alphanumeric string.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFLG|tinyint||Column|NDC imputation source from PC donor record; indicates data origin.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFORM|nvarchar||Column|Char (50.0): Dosage form of medication, imputed, weighted by PERWT19F.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFRMUNT|nvarchar||Column|Unit of medication quantity, imputed; values include alphanumeric characters, "DK", or "CANNOT BE COMPUTED".
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXMD19X|float||Column|Amount paid by other insurance for prescribed medications (imputed).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXMR19X|float||Column|Amount paid by Medicare (imputed) in dollars, ranges from $0.01 to $23,136.88
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXNAME|nvarchar||Column|60.0-character imputed field capturing medicine names in A-Z format; values may be missing (indicated by "-15").
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXNDC|bigint||Column|Unique National Drug Code identifier for prescribed medications.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXOF19X|float||Column|Amount paid by other insurance for prescribed medicines, imputed.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXOT19X|float||Column|Amount paid by other insurance, imputed; numeric format (7.2); values range from $0.20 to $4,229.30.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXPV19X|float||Column|Amount paid by private insurance for prescribed medicines, in dollars (imputed).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXQUANTY|float||Column|Imputed numeric field (7.2) representing prescribed medication quantity; range 0.05 to 6399.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXRECIDX|bigint||Column|Unique identifier for prescribed medications, 19-character alphanumeric with imputed values.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSF19X|float||Column|Amount paid by self or family for prescribed medicines (imputed).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSL19X|float||Column|Amount paid by state and local government for prescribed medicines (imputed), 8.2 numeric format.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRENG|nvarchar||Column|Imputed strength of medication, 50-character format, with values ranging from 'A-Z' or undefined ('-15 CANNOT BE COMPUTED').
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRUNT|nvarchar||Column|Unit of medication strength, imputed, with values ranging from A-Z and -15 for "CANNOT BE COMPUTED.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXTR19X|float||Column|Amount paid by TRICARE, imputed, in ranges from $0.03 to $20,484.48.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXVA19X|float||Column|Amount paid by other insurance, imputed (numeric, 7.2).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXWC19X|float||Column|**Amount paid by Workers Compensation (imputed), numeric value.**
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXXP19X|float||Column|Sum of payments from self/family minus other insurance (imputed).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|TC1|smallint||Column|Therapeutic class category for multiple medications.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|TC1S1|smallint||Column|Therapeutic subclass for '', defining specific drug categories.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|TC1S1_1|smallint||Column|Sub-sub-class for multiple therapeutic classifications, specifically for T C1S1.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|TC1S1_2|smallint||Column|Multi-therapeutic sub-sub-class for therapeutic sub-class #1.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|TC1S2|smallint||Column|Therapeutic subclass #2 under therapeutic class C1.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|TC1S2_1|smallint||Column|Represents therapeutic sub-sub-class for multiple tumor classifications (T C1S2).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|TC1S3|smallint||Column|Therapeutic subclass #3 for therapeutic class C1, values: -1 (inapplicable), 67 (anxiolytics, sedatives, hypnotics).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|TC1S3_1|smallint||Column|Multum therapeutic sub-sub-class for therapeutic sub-class #3, with defined values.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|TC2|smallint||Column|Multiclass therapeutic classification #2 for tumor-related drugs.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|TC2S1|smallint||Column|Therapeutic Subclass #1 for Class #2 in Multum Classification System.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|TC2S1_1|smallint||Column|MUL TUM therapeutic sub-sub-class for therapeutic sub-class #1 of class #2.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|TC2S1_2|smallint||Column|Sub-subclass for therapeutic class #2, subclass #1.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|TC2S2|smallint||Column|Therapeutic subclass #2 for class #2; values include INAPPLICABLE and ANTIPSORIATICS.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|TC3|smallint||Column|Therapeutic class #3, primarily includes nutritional and immunologic agents.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|TC3S1|smallint||Column|Therapeutic subclass #1 for therapeutic class #3 (immunosuppressive agents, minerals, and electrolytes).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|TC3S1_1|smallint||Column|Sub-subclass for multum therapeutic classification #1 under class #3.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|VARPSU|int||Column|Variable '': Represents the primary sampling unit (PSU) identifier for survey data analysis.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|VARSTR|smallint||Column|A 4-digit numerical code representing variance estimation strata for 2019.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a||||Table|This is the pharmacy utilization table. Use DUPERSID for unique person identifier. This table can have multiple rows per identifier.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|PREGCAT|nvarchar|N|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|PREGCAT|nvarchar|C|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|PREGCAT|nvarchar|B|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|PREGCAT|nvarchar|D|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|PREGCAT|nvarchar|X|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|PREGCAT|nvarchar|-15|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|PREGCAT|nvarchar|A|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXDRGNAM|nvarchar|ATORVASTATIN|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXDRGNAM|nvarchar|LEVOTHYROXINE|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXDRGNAM|nvarchar|LISINOPRIL|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXDRGNAM|nvarchar|METFORMIN|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXDRGNAM|nvarchar|AMLODIPINE|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXDRGNAM|nvarchar|METOPROLOL|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXDRGNAM|nvarchar|-15|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXDRGNAM|nvarchar|ALBUTEROL|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXDRGNAM|nvarchar|OMEPRAZOLE|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXDRGNAM|nvarchar|LOSARTAN|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXDRGNAM|nvarchar|GABAPENTIN|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXDRGNAM|nvarchar|HYDROCHLOROTHIAZIDE|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXDRGNAM|nvarchar|SIMVASTATIN|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXDRGNAM|nvarchar|SERTRALINE|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXDRGNAM|nvarchar|ACETAMINOPHEN-HYDROCODONE|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFORM|nvarchar|TABS|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFORM|nvarchar|CAPS|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFORM|nvarchar|-15|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFORM|nvarchar|TB24|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFORM|nvarchar|SOLN|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFORM|nvarchar|TAB|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFORM|nvarchar|CPDR|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFORM|nvarchar|AERS|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFORM|nvarchar|TBEC|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFORM|nvarchar|SOPN|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFORM|nvarchar|CP24|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFORM|nvarchar|SUSP|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFORM|nvarchar|TBCR|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFORM|nvarchar|STRP|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFORM|nvarchar|MISC|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFRMUNT|nvarchar|EA|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFRMUNT|nvarchar|-15|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFRMUNT|nvarchar|ML|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFRMUNT|nvarchar|GM|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFRMUNT|nvarchar|G|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFRMUNT|nvarchar|-8|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFRMUNT|nvarchar|test strips|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFRMUNT|nvarchar|Pen needles|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFRMUNT|nvarchar|lancets|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFRMUNT|nvarchar|OTHER|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFRMUNT|nvarchar|SRN|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFRMUNT|nvarchar|INH|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFRMUNT|nvarchar|GELC|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFRMUNT|nvarchar|Device|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFRMUNT|nvarchar|NDL|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXNAME|nvarchar|ATORVASTATIN|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXNAME|nvarchar|LISINOPRIL|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXNAME|nvarchar|METFORMIN|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXNAME|nvarchar|LEVOTHYROXIN|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXNAME|nvarchar|AMLODIPINE|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXNAME|nvarchar|OMEPRAZOLE|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXNAME|nvarchar|LOSARTAN POT|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXNAME|nvarchar|GABAPENTIN|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXNAME|nvarchar|HYDROCHLOROT|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXNAME|nvarchar|SIMVASTATIN|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXNAME|nvarchar|ALBUTEROL|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXNAME|nvarchar|SERTRALINE|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXNAME|nvarchar|METOPROL TAR|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXNAME|nvarchar|METOPROL SUC|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXNAME|nvarchar|FUROSEMIDE|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRENG|nvarchar|-15|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRENG|nvarchar|10|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRENG|nvarchar|20|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRENG|nvarchar|100|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRENG|nvarchar|40|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRENG|nvarchar|50|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRENG|nvarchar|5|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRENG|nvarchar|25|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRENG|nvarchar|500|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRENG|nvarchar|1|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRENG|nvarchar|300|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRENG|nvarchar|75|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRENG|nvarchar|108|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRENG|nvarchar|150|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRENG|nvarchar|200|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRUNT|nvarchar|MG|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRUNT|nvarchar|-15|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRUNT|nvarchar|MCG|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRUNT|nvarchar|%|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRUNT|nvarchar|MCG/ACT|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRUNT|nvarchar|MG/ML|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRUNT|nvarchar|UNIT/ML|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRUNT|nvarchar|UNIT|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRUNT|nvarchar|MEQ|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRUNT|nvarchar|GM|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRUNT|nvarchar|MG/MG|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRUNT|nvarchar|MG/24HR|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRUNT|nvarchar|MG/GM|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRUNT|nvarchar|MCG/ML|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRUNT|nvarchar|MCG/HR|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|ACCDNWRK|smallint||Column|Indicates if an accident occurred at work: 1=Yes, 2=No, 3=Does not work.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|AGEDIAG|smallint||Column|Age at which the condition was diagnosed, ranging from 0 to 85 years.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR1X|nvarchar||Column|Clinical classification refined code 1, edited (e.g., BLD000, CIR000).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR2X|nvarchar||Column|Secondary edited clinical classification refined code for medical conditions.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR3X|nvarchar||Column|Refined clinical classification code, third edited version, with defined values (e.g., INF000 - INF011).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CONDIDX|bigint||Column|Unique identifier for a specific medical condition in the dataset.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CONDN|int||Column|Unique identifier for a medical condition, ranging from 1 to 54.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CONDRN|int||Column|Round number in which the medical condition was first reported (values: 1 to 5).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CRND1|smallint||Column|Indicates presence of condition information in Round 1 with values: -1 (inapplicable), 0 (no), 1 (yes).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CRND2|smallint||Column|Indicates presence of condition information in Round 2 (-1: inapplicable, 0: no, 1: yes)
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CRND3|int||Column|Values: 0 (NO), 1 (YES) - indicates condition information presence in Round 3.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CRND4|int||Column|Indicates presence of condition information in Round 4: -1=Inapplicable, 0=No, 1=Yes.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CRND5|int||Column|Indicates whether condition information is available in Round 5 (1=Yes, 0=No).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|DUID|int||Column|Internal Server Error
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|DUPERSID|bigint||Column|Unique identifier combining DUID and PID for individuals in the MEPS dataset.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|ERNUM|int||Column|Number of emergency room events associated with a condition.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|HHNUM|int||Column|Number of home health events associated with a condition, ranging from 0 to 60.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|ICD10CDX|nvarchar||Column|Represents the ICD-10-CM code for a medical condition, formatted as 3-character string.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|INJURY|int||Column|Binary indicator (1=yes, 2=no) if condition resulted from accident/injury.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|IPNUM|int||Column|Number of inpatient events associated with the condition, ranging from 0 to 6.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|OBNUM|int||Column|Number of office-based medical events associated with a condition, range 0-499.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|OPNUM|int||Column|Number of outpatient events associated with a condition (0 to 141).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|PANEL|int||Column|Identifies the survey panel number (e.g., 23 or 24) for data collection.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|PERWT19F|float||Column|Weight for 2019 expenditure file, used for survey weighting.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|PID|int||Column|Unique identifier for an individual within a panel.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|RXNUM|int||Column|Number of prescribed medicines associated with a condition.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|VARPSU|int||Column|Variance estimation primary sampling unit (PSU), specific to 2019 data.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|VARSTR|smallint||Column|A stratum identifier used for variance estimation in the 2019 dataset.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214||||Table|Use DUPERSID for unique person identifier
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR1X|nvarchar|CIR007|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR1X|nvarchar|END010|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR1X|nvarchar|MUS010|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR1X|nvarchar|END002|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR1X|nvarchar|MBD005|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR1X|nvarchar|END001|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR1X|nvarchar|MBD002|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR1X|nvarchar|MUS006|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR1X|nvarchar|RSP009|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR1X|nvarchar|DIG004|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR1X|nvarchar|NVS016|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR1X|nvarchar|SYM016|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR1X|nvarchar|MUS011|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR1X|nvarchar|INJ067|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR1X|nvarchar|RSP006|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR2X|nvarchar|-1|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR2X|nvarchar|END005|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR2X|nvarchar|MUS038|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR2X|nvarchar|RSP006|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR2X|nvarchar|RSP007|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR2X|nvarchar|SKN007|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR2X|nvarchar|SYM010|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR2X|nvarchar|INF008|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR2X|nvarchar|NVS016|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR2X|nvarchar|SKN005|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR2X|nvarchar|FAC009|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR2X|nvarchar|SKN002|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR2X|nvarchar|INF003|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR2X|nvarchar|INF009|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR2X|nvarchar|INF000|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR3X|nvarchar|-1|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR3X|nvarchar|INF004|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|ICD10CDX|nvarchar|I10|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|ICD10CDX|nvarchar|-15|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|ICD10CDX|nvarchar|E78|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|ICD10CDX|nvarchar|E11|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|ICD10CDX|nvarchar|F41|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|ICD10CDX|nvarchar|M25|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|ICD10CDX|nvarchar|F32|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|ICD10CDX|nvarchar|J45|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|ICD10CDX|nvarchar|M19|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|ICD10CDX|nvarchar|M54|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|ICD10CDX|nvarchar|K21|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|ICD10CDX|nvarchar|G47|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|ICD10CDX|nvarchar|T78|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|ICD10CDX|nvarchar|M79|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|ICD10CDX|nvarchar|E07|Value|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ACTLIM31|smallint||Column|Indicates any limitation in work, housework, or school activities (Round 3/1). Values: 1 = Yes, 2 = No.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADACLS42|smallint||Column|Frequency of feeling accomplished less due to physical problems in the past 4 weeks (VR -12).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADCLIM42|smallint||Column|Health limits climbing stairs (VR-12 scale, past 4 weeks).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADDAYA42|smallint||Column|Delay in medical care due to cost (1=Yes, 2=No, -8=Don't Know, -7=Refused, -1=Inapplicable).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADDPRS42|smallint||Column|Indicates if the respondent was a proxy in Round 4/2 (1 = RU member, 2 = proxy).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADEFRT42|smallint||Column|Frequency of feeling everything required effort in the past 30 days (1=All, 6=None).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADEMLS42|smallint||Column|Accomplished less in past 4 weeks due to mental health problems (VR -12 scale).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADENGY42|smallint||Column|Value indicating dental care coverage by Indian Health Service during reference period R4/2 (2 = No, 1 = Yes).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADGENH42|smallint||Column|An error occurred: Expecting value: line 5 column 1 (char 4)
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADHDADDX|smallint||Column|Diagnosis of ADHD or ADD (1 = Yes, 0 = No).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADHDAGED|smallint||Column|Age at diagnosis of ADHD, ranging from 0 to 17 years.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADHOPE42|smallint||Column|Frequency of feeling hopeless in the past 30 days (self-reported).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADINSA42|smallint||Column|Variance estimation stratum identifier for 2019, numeric values ranging from 2001 to 2117.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADINSB42|smallint||Column|2.0 Num; -8=Don't Know, -7=Refused, -1=Inapplicable, 1-5=Excellent to Poor health status evaluation.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADINTR42|smallint||Column|Perceived health status (Round 4/2), values: 1=Excellent, 2=Very Good, 3=Good, 4=Fair, 5=Poor, -8=DK, -7=Refused, -1=Inapplicable.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADLHLP31|smallint||Column|ADL (Activities of Daily Living) screener indicating assistance needed for daily tasks (Round 3/1).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADMWCF42|smallint||Column|Frequency of feeling worthless in the past 30 days (self-reported).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADNERV42|smallint||Column|Frequency of feeling nervous in the past 30 days, measured on a scale.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADOVER42|smallint||Column|Belief in overcoming illnesses without medical assistance (self-assessment).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADPAIN42|smallint||Column|Frequency of pain limiting normal work in the past 4 weeks (VR -12 scale).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADPCFL42|smallint||Column|Frequency of feeling calm/peaceful in the past 4 weeks (values: -12 = missing, 1-5 = frequency scale).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADPROX42|smallint||Column|Relationship of proxy respondent to adult (e.g., parent, spouse, other).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADPRST42|smallint||Column|Frequency of feeling downhearted/depressed in the past 4 weeks (VR -12 scale).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADREST42|smallint||Column|Frequency of feeling restless in the past 30 days.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADRISK42|smallint||Column|Likelihood of taking risks, measured on a scale (values not explicitly defined in context).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADSAD42|smallint||Column|Frequency of feeling sad in the past 30 days (self-reported).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADSOCA42|smallint||Column|Health stopped social activities in past 4 weeks (VR -12 scale).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADUPRO42|smallint||Column|Problem getting along with adults (ages 5-17), Round 4/2.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADWKLM42|smallint||Column|Work limitations in past 4 weeks due to physical problems (VR-12 scale).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADWRTH42|smallint||Column|Frequency of feeling worthless in the past 30 days (self-reported).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|AGELAST|int||Column|Person's age at last eligibility period, categorized into ranges: 0-4, 5-17, 18-24, 25-44, 45-64, 65-85.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|AIDHLP31|smallint||Column|ADL (Activities of Daily Living) assistance indicator for Round 3/1 (1 = Yes, 0 = No).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ANYLMI19|smallint||Column|Coverage by any private insurance in 2019. Values: 1 = Covered, 2 = Not covered.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ARTHAGED|smallint||Column|Age group in Round 3/1 (edited/imputed), weighted by PERWT19F, with values representing specific age ranges (e.g., 0-4, 5-17, etc.).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ARTHDX|smallint||Column|Arthritis diagnosis (>17); values: 1 = Yes, 2 = No, -8 = DK, -7 = Refused, -1 = Inapplicable.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ARTHTYPE|smallint||Column|Classification of person's arthritis type; values include specific diagnostic types or -1 for "Inapplicable".
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ASACUT31|smallint||Column|Indicates military full-time active duty status in Round 3/1; values: -1 (inapplicable), 1 (active duty), 0 (not active duty).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ASATAK31|smallint||Column|Numeric, 3.0 format; -15: Cannot compute, -8: Don't know, -7: Refused, -1: Inapplicable, 1: Yes, 2: No.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ASDALY31|smallint||Column|Indicates if respondent currently takes preventive daily asthma medications. Values: -8=DK, -1=Inapplicable, 1=Yes, 2=No.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ASEVFL31|smallint||Column|Numeric variable indicating values: "-15: Cannot be computed," "-1: Inapplicable," "1-4: Specific categorical responses.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ASMRCN31|smallint||Column|12 months, asked non-VA provider to recommend other doctors: -15 Cannot compute, -1 Inapplicable, 1 Yes, 2 No.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ASPKFL31|smallint||Column|Variable describing whether the respondent asked for prescription refills in round 3/1 ():  -1: Inapplicable; 1: Yes; 2: No.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ASPREV31|smallint||Column|Awareness of VA services by a VA provider (Values: -1 Inapplicable; 1 Yes; 2 No).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ASSTIL31|smallint||Column|Indicates if assistive technology for daily activities was received; values: -15, -1, 1-Yes.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ASTHAGED|smallint||Column|Age at asthma diagnosis; values: -15 Cannot Compute, -8 DK, -7 Refused, -1 Inapplicable, 0-85 years.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ASTHDX|smallint||Column|'': Indicates asthma diagnosis status; values: -8 DK, -7 REFUSED, -1 INAPPLICABLE, 1 YES, 2 NO.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ASTHEP31|smallint||Column|Numeric; -15 Cannot compute, 1-3 perception of provider's help improving/maintaining health; -1 inapplicable.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ASWNFL31|smallint||Column|3.0 Num; Values: -15=Cannot compute, -1=Inapplicable, 1-4 different sources/no caregiving service received; Total=28,512.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|BENDIF31|smallint||Column|Organizational type of business: -8=DON�T KNOW, -7=REFUSED, -2=PREVIOUSLY DETERMINED, -1=NOT APPLICABLE, 1=INCORPORATED, 2=PROPRIETORSHIP, 3=PARTNERSHIP.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CABLADDR|smallint||Column|Residential address for cable services; used to identify service location. Numeric format. Missing values: -1 Inapplicable, -8 DK.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CABREAST|smallint||Column|Value definitions: -1 Inapplicable, 1 Breastfed exclusively, 2 Mixed feeding (breast+formula), 3 Formula-fed exclusively.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CACERVIX|smallint||Column|Diagnosed cervical cancer status for individuals older than 17; values: -8=Don't Know, -7=Refused, -1=Inapplicable, 1=Yes, 2=No.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CACOLON|smallint||Column|Cancer diagnosis of colon cancer in individuals aged 17 and older.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CALUNG|smallint||Column|Diagnosed lung cancer, ages 18+; valid values: 1 (yes), 2 (no). Format: Numeric.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CALYMPH|smallint||Column|Cancer diagnosis for non-Hodgkin's lymphoma in individuals >17 years old; values: -8=DK, -7=Refused, -1=Inapplicable, 1=Yes, 2=No.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CAMELANO|smallint||Column|Cancer diagnosed as melanoma of the skin for individuals older than 17.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CANCERDX|smallint||Column|Indicates cancer diagnosis (>17); values: -15 Cannot Compute, -8 DK, -7 Refused, -1 Inapplicable, 1 Yes, 2 No.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CAOTHER|smallint||Column|Indicates if criteria categorize respondent as �other,� based on activity, location, and household/institutionalization status.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CAPROSTA|smallint||Column|Prostate cancer diagnosis status (>17); -1 INAPPLICABLE, -7 REFUSED, -8 DK, 1 YES, 2 NO.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CASKINDK|smallint||Column|'': Diagnosis of skin cancer of unknown type for individuals over 17 years old.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CASKINNM|smallint||Column|Indicates diagnosis of non-melanoma skin cancer for individuals over 17 years old.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CAUTERUS|smallint||Column|Total annual expenditures (facility and doctor) for outpatient visits in U.S. dollars.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHAPPT42|smallint||Column|Child's appointment availability within last 12 months (0-17 years), during round 4/2 interview timeframe.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHCOUN42|smallint||Column|Numeric; response indicates frequency child�s doctor explained things clearly in past 12 months (0-17): -1 (Inapplicable), -8 (Don�t Know), 1 (Never), 2 (Sometimes), 3 (Usually), 4 (Always).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHEMPB42|smallint||Column|Child required prescription medication for health/behavioral condition in past 12 months (0-17).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHEXPL42|smallint||Column|CAHPS: Past 12 months, child�s doctor explained things clearly for children aged 0-17 in round 4/2.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHEYRE42_M18|smallint||Column|CAHPS: Past 12 months appointment for child specialist (ages 0-17); linked to Round 4/2.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHHECR42|smallint||Column|Rating of child healthcare quality (0�10): -1 Inapplicable, -8 Don't know, 0 Worst, 10 Best, others intermediate.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHILCR42|smallint||Column|Indicates if the person has children; -8=Don't know, -7=Refused, -1=Inapplicable, 1=Yes, 2=No.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHILWW42|smallint||Column|Child received needed care for illness/injury when wanted in past 12 months; values: -8=DK, -1=Inapplicable, 1=Never, 2=Sometimes, 3=Usually, 4=Always.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHLICO42|smallint||Column|CSHCN: Ongoing condition limits child's usual activities for 12+ months (0-17 years).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHLIHB42|smallint||Column|Binary variable indicating if a child's health/behavior condition limited usual activities (-1=INAPPLICABLE, 1=YES, 2=NO).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHLIMI42|smallint||Column|CSHCN: Indicates if the child (0-17) is limited in any way due to health/behavioral conditions in round 4/2.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHLIST42|smallint||Column|CAHPS: Child's doctor listened in past 12 months (0-17 years). Values: 1 = Yes, 2 = No, -1 = Inapplicable.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHPMCN42|smallint||Column|Indicator if a child had a medical condition requiring prescription medication for 12+ months (ages 0-17).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHPMED42|smallint||Column|CSHCN: Indicates if child needs prescribed medication; values: 1=Yes, 2=No, -1=Inapplicable, -7=Refused, -8=DK.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHPMHB42|smallint||Column|Prescribed medication for child�s health/behavior condition in last 12 months. Values: -1 Inapplicable, 1 Yes, 2 No.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHPRTM42|smallint||Column|Time spent by child�s doctor during last 12 months (0-17 years), as perceived in Round 4/2.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHRESP42|smallint||Column|Indicates how often the child's doctor showed responsiveness (0=Never, 4=Always, -8=Don't know, -1=Inapplicable).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHRTCR42|smallint||Column|CAHPS:12-month measure assessing whether a routine care appointment for children (0-17) could be scheduled ("Yes/No").
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHRTWW42|smallint||Column|Child's ability to get a routine appointment when wanted within the last 12 months: -8=Don't know, -7=Refused, -1=Inapplicable, 1=Never, 2=Sometimes, 3=Usually, 4=Always.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHSERV42|smallint||Column|Indicates if child needed medical/other services (0-17) in the last 12 months during round 4/2.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHSPEC42_M18|smallint||Column|Appointment scheduling with a specialist for children (ages 0�17) in the last 12 months; CAHPS survey.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHSRCN42|smallint||Column|CSHCN: Child's service needs for condition lasting 12+ months (0-17 years), specific to Round 4/2.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHSRHB42|smallint||Column|CSHCN:SERV FOR HL TH/BEHV COND(0-17)-R4/2, 2.0 Num. Values: -8=Don't Know, -1=Inapplicable, 1=Yes, 2=No.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHTHCO42|smallint||Column|CSHCN:THER COND LA ST 12+ MOS (0-17)-R4/2; Numeric: -8=DK, -1=Inapplicable, 1=Yes, 2=No
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHTHER42|smallint||Column|CSHCN: Child needs specific therapy (0-17), values: -15(Cannot Compute), -8(Don't Know), -7(Refused), -1(Inapplicable), 1(Yes), 2(No).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHTHHB42|smallint||Column|CSHCN:SPEC THER FOR HL TH+COND(0-17)-R4/2; Values: -15 Cannot compute, -8 DK, -7 Refused, -1 Inapplicable, 1 Yes.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|COGLIM31|smallint||Column|Coverage by cognitive limitations, any time in R3/1; values: -1=Inapplicable, 1=Yes, 2=No.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CSHCN42|smallint||Column|Child with special health care needs (CSHCN), aged 0-17 in Round 4/2 interview.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|DADPRO42|smallint||Column|Problems getting along with father (ages 5-17); values: -15 Cannot compute, -8 DK, -7 Refused, 0 No problem, 1-4 Severity.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|DFCOG42|smallint||Column|Cognitive difficulties in reasoning, learning, or remembering; values: -8 (Don't Know), -7 (Refused), -1 (Inapplicable), 1 (Yes), 2 (No).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|DFDRSB42|smallint||Column|Indicator for difficulty dressing/bathing: -8=Don�t Know, -7=Refused, -1=Inapplicable, 1=Yes, 2=No.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|DFERND42|smallint||Column|Difficulty doing errands alone (round 4/2). Values: -8: Don't know, -7: Refused, -1: Inapplicable, 1: Yes, 2: No.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|DFHEAR42|smallint||Column|Indicates serious difficulty hearing: -1 Inapplicable, 1 Yes, 2 No, -7 Refused, -8 Don't know.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|DFSEE42|smallint||Column|Serious difficulty seeing even with glasses during reporting round 4/2; numeric format, coded -1, 1, or 2.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|DFWLKC42|smallint||Column|Numeric code indicating "Person who joined RU" during a specific period; weighted by PERWT19F for population estimates.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|DIABAGED|smallint||Column|Age at diabetes diagnosis; values: -8 (Don't know), -7 (Refused), -1 (Inapplicable), 0�85 (Age in years).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|DIABDX_M18|smallint||Column|Indicator of diabetes diagnosis status, coded as: 1 (Diagnosed), 2 (Not Diagnosed), -1 (Inapplicable). Num format, length 2.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|DOBMM|int||Column|Month of birth, numeric format ranging from 01 (January) to 12 (December)
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|DOBYY|smallint||Column|Year of birth; values: -15 (cannot compute), -8 (don�t know), -7 (refused), -1 (inapplicable), 1�12 (month mapping).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|DUID|bigint||Column|Unique household or person-level identification number for survey data linkage within the MEPS dataset.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|DUPERSID|bigint||Column|Unique identifier assigned to each person-level record in the dataset.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ELGRND19|int||Column|Indicator for electric coverage in 2019; values: -1=Inapplicable, 1=Yes, 2=No. Numeric, starts at position 2065.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|FAMINC19|int||Column|Total family income in 2019; numeric monetary value representing cumulative income of all family members.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|FNGRDF31|smallint||Column|Perceived general health status, coded as: -8 DK, -7 Refused, -1 Inapplicable, 1 Excellent, 2 Very Good, 3 Good, 4 Fair, 5 Poor.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|GETTRB42|smallint||Column|Indicator for receiving treatment from provider (R4/2). Values: -8=Don't Know, -7=Refused, -1=Inapplicable, 1=Yes, 2=No.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|HAVFUN42|smallint||Column|Indicator for enjoying activities in past week; values: -8 (DK), -7 (Refused), -1 (Inapplicable), 1 (Yes), 2 (No).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|HISPANX|int||Column|Numeric, 1=Hispanic, 2=Non-Hispanic, -1=Inapplicable; demographic identifier weighted by PERWT19F.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|HOMEBH42|smallint||Column|Reports problems with behavior at home for individuals aged 5-17 during round 4/2 interview period.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|HSELIM31|smallint||Column|Health condition impacts ability to perform daily living tasks/household activities - Round 3/1
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|IADLHP31|smallint||Column|Identifies if the respondent requires help with Instrumental Activities of Daily Living (IADL) in round 3/1.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|INSCOV19|int||Column|HEALTH INSURANCE COVERAGE INDICATOR 2019 (value of 1: Any Private, 2: Public Only, 3: Uninsured)
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|INSURC19|int||Column|FULL YEAR INSURANCE COVERAGE STATUS 2019 (value of 1: <65 Any Private, 2: <65 Public Only, 3: <65 Uninsured, 4-6: 65+ Medicare, 7-8: 65+ Uninsured)
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|JTPAIN31_M18|smallint||Column|JOINT PAIN LAST 12 MONTHS (>17)  (value of 1: Yes, 2: No)
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|K6SUM42|smallint||Column|Summary measure of K6 psychological distress scale; range 0-24, with higher scores indicating greater psychological distress.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|KIDPRO42|smallint||Column|Numeric (2.0); Response regarding child's provider explanation (-8=Don't know; -7=Refused; -1=Inapplicable; 1=Yes; 2=No).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|LFTDIF31|smallint||Column|Difficulty lifting 10 pounds - RD 3/1; -8: DK, -7: Refused, -1: Inapplicable, 1: No difficulty, 2: Some, 3: A lot, 4: Unable.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|LSTETH53|smallint||Column|Last month/year the individual served in active-duty military, value -1=Inapplicable, 1-12=Month.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|MILDIF31|smallint||Column|Numeric (2.0). Start 408, End 409. Values: -8=DK, -1=Inapplicable, 1=Yes, 2=No. Weighted by PERWT19F.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|MOMPRO42|smallint||Column|Indicator of whether provider explained options: -8=Don't Know, -7=Refused, -1=Inapplicable, 1=Yes, 2=No.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|NERVAF42|smallint||Column|Numeric, response values: -8=Don't Know, -7=Refused, -1=Inapplicable, 1=Yes, 2=No.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|OFTSMK53|smallint||Column|Frequency of smoking in round 5/3; values: -1 INAPPLICABLE, 1 DAILY, 2 SOME DAYS, 3 NOT AT ALL.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|PANEL|int||Column|Indicator for specific survey panel, numeric, values correspond to panel IDs (e.g., 1 for panel one, etc.).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|PHQ242|smallint||Column|Overall rating of feelings over the past two weeks, assessed through a structured self-assessment question.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|PHYEXE53|smallint||Column|Physical exercise participation; values: -1 INAPPLICABLE, 1 YES, 2 NO.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|PID|int||Column|Person Number
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|POVCAT19|int||Column|FAMILY INC AS % OF POVERTY LINE (value 1: Poor/Negative, 2: Near Poor, 3: Low Income, 4: Middle, 5: High Income)
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|POVLEV19|float||Column|FAMILY INC AS % OF POVERTY LINE - CONTINUOUS Variable
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|RACEV2X|int||Column|Race (value of 1: White, 2: Black, 3: Amer Indian, 4: Asian Indian, 5: Chinese, 6: Filipino, 10: Other Asian, 12: Multiple races)
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|RCHDIF31|smallint||Column|Indicator for difficulty receiving needed medical care: -8=Don't know, -7=Refused, -1=Inapplicable, 1=Yes, 2=No.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|RXEXP19|int||Column|Total prescription expenses for 2019 in dollars, ranging from $0 to $234,970.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|SAQELIG|tinyint||Column|Indicator of eligibility for the Self-Administered Questionnaire (SAQ); binary variable denoting participation status.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|SCHLBH42|smallint||Column|Indicates if school attendance was hindered in round 4/2: -1 Inapplicable, 1 Yes, 2 No, etc.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|SCHLIM31|smallint||Column|SCHOOL LIMITATION - RD 3/1: 3.0 Num; -1 INAPPLICABLE, 1 YES, 2 NO; Start 549, End 551.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|SCHPRO42|smallint||Column|CAHPS school-related variable (0-17), values: -8=DK, -1=Inapplicable, 1=Never, 2=Sometimes, 3=Usually, 4=Always.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|SEX|int||Column|Biological sex: 1 = Male, 2 = Female
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|SIBPRO42|smallint||Column|Problem getting along with siblings (ages 5-17); coded values: -15, -8, -7, -1, 0, 1-3, 4, 99.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|SOCLIM31|smallint||Column|Household size on the reference date (Round 3/1); values represent exact family member counts or inapplicable data (-1).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|SPRPRO42|smallint||Column|Provider spent enough time with person during Round 4/2 interview: -8=Don't know, -7=Refused, -1=Inapplicable, 1=Yes, 2=No.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|STNDIF31|smallint||Column|Indicator if deceased in round 3/1: -1 Not applicable, 31 Yes (deceased); numeric, two-digit code.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|STPDIF31|smallint||Column|Indicator of difficulty climbing steps (range: none to severe) during reference period (Round 3/1).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|TOTEXP19|int||Column|Total health care expenditures in 2019; includes all sources of payment. Format: Numeric. Values vary.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|TOTSLF19|int||Column|Indicates self-coverage eligibility status in 2019 (-1: Not Applicable, 1: Self-covered, 2: Not Self-covered).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|TOTTCH19|int||Column|Final total number of eligible persons for survey analysis in 2019 weighted by PERWT19F.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|TTLP19X|int||Column|Total pre-tax income for 2019 in dollars (numeric, unweighted values range from -72406 to 72406).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|UNABLE31|smallint||Column|Measures difficulty with activities in the past 31 days: -15 Cannot Compute, -1 Inapplicable, 1-3 Problem severity, 4 Very Big Problem.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|UNHAP42|smallint||Column|Indicator for whether a person is unhappy:  Values: -8 (Don't know), -7 (Refused), -1 (Inapplicable), 1 (Yes), 2 (No).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|WAGEP19X|int||Column|Numeric; person's wage income in 2019; $0, $9-$303,114, weighted by PERWT19F; unweighted total: 28,512 observations.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|WLKDIF31|smallint||Column|Difficulty walking: -8 DK, -1 Inapplicable, 1 No difficulty, 2 Some difficulty, 3 A lot of difficulty, 4 Unable to do.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|WLKLIM31|smallint||Column|2.0 numeric: -8=Don�t know, -1=Inapplicable, 1=Yes, 2=No. Indicates child�s health limitation status.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|WRKLIM31|smallint||Column|Indicates work limitations (-8=Don't know, -7=Refused, -1=Inapplicable, 1=Yes, 2=No).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow||||Table|This is the main table, has enrollment, expenditure, and key demographic information. Can be linked to pharmacy and medical tables if needed using DUPERSID.
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21||||Db_File|The Statistics of Income (SOI) Division�s county data is tabulated using individual income tax returns (Forms 1040) filed with the Internal Revenue Service (IRS) during the 12-month period, January 1, 2022 to December 31, 2022.
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21||||Table|All money amounts are in thousands of dollars (so 1 = 1,000). To calculate averages, divide by number of returns (N1)
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|STATEFIPS|Char||Column|The State Federal Information Processing System (FIPS) code; 20455
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|STATE|Char||Column|The State associated with the ZIP code; Two-digit State abbreviation code
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|CBSACODE|Char||Column|Core Based Statistical Area Code [3]; 10100-49820
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|CBSATITLE|Char||Column|Core Based Statistical Area Title [3];
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|CBSASTATUS|Char||Column|Core Based Statistical Area Status Type [3]; Micropolitan or Metropolitan Statistical Area
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|COUNTYFIPS|Char||Column|3-digit County FIPS code [4]; 001-840
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|COUNTYNAME|Char||Column|County name; Max length is 18 digits
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|AGI_STUB|Num||Column|Size of adjusted gross income; 0 = No AGI Stub (Total); 1 = Under $1; 2 = $1 under $10,000; 3 = $10,000 under $25,000; 4 = $25,000 under $50,000; 5 = $50,000 under $75,000; 6 = $75,000; under $100,000; 7 = $100,000 under $200,000; 8 = $200,000 or more
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N1|Num||Column|Number of returns [5];
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|MARS1|Num||Column|Number of single returns; Filing status is single
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|MARS2|Num||Column|Number of joint returns; Filing status is married filing jointly
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|MARS4|Num||Column|Number of head of household returns; Filing status is head of household
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|ELF|Num||Column|Number of electronically filed returns;
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|CPREP|Num||Column|Number of computer prepared paper returns;
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|PREP|Num||Column|Number of returns with paid preparer's signature;
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|DIR_DEP|Num||Column|Number of returns with direct deposit;
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|VRTCRIND|Num||Column|Number of returns with virtual currency indicator;
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N2|Num||Column|Number of individuals [6];
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|TOTAL_VITA|Num||Column|Total number of volunteer prepared returns [7];
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|VITA|Num||Column|Number of volunteer income tax assistance (VITA) prepared returns [7];
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|TCE|Num||Column|Number of tax counseling for the elderly (TCE) prepared returns [7];
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|VITA_EIC|Num||Column|Number of volunteer prepared returns with Earned Income Credit [7];
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|RAC|Num||Column|Number of refund anticipation check returns [8];
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|ELDERLY|Num||Column|Number of elderly returns [9];
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A00100|�Num||Column|Adjust gross income (AGI) [10]; 1040:11
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N02650|�Num||Column|Number of returns with total income; 1040:9
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A02650|�Num||Column|Total income amount; 1040:9
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N00200|�Num||Column|Number of returns with salaries and wages; 1040:1
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A00200|�Num||Column|Salaries and wages amount; 1040:1
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N00300|�Num||Column|Number of returns with taxable interest; 1040:2b
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A00300|�Num||Column|Taxable interest amount; 1040:2b
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N00600|�Num||Column|Number of returns with ordinary dividends ; 1040:3b
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A00600|�Num||Column|Ordinary dividends amount; 1040:3b
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N00650|Num||Column|Number of returns with qualified dividends; 1040:3a
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A00650|Num||Column|Qualified dividends amount [11]; 1040:3a
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N00700|Num||Column|Number of returns with state and local income tax refunds; Schedule 1:1
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A00700|Num||Column|State and local income tax refunds amount; Schedule 1:1
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N00900|Num||Column|Number of returns with business or professional net income (less loss); Schedule 1:3
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A00900|Num||Column|Business or professional net income (less loss) amount; Schedule 1:3
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N01000|Num||Column|Number of returns with net capital gain (less loss); 1040:7
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A01000|Num||Column|Net capital gain (less loss) amount; 1040:7
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N01400|||Column|Number of returns with taxable individual retirement arrangements distributions; 1040:4b
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A01400|||Column|Taxable individual retirement arrangements distributions amount; 1040:4b
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N01700|Num||Column|Number of returns with taxable pensions and annuities; 1040:5b
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A01700|Num||Column|Taxable pensions and annuities amount; 1040:5b
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|SCHF|Num||Column|Number of farm returns; Schedule 1:6
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N02300|Num||Column|Number of returns with unemployment compensation; Schedule 1:7
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A02300|Num||Column|Unemployment compensation amount [12]; Schedule 1:7
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N02500|Num||Column|Number of returns with taxable Social Security benefits; 1040:6b
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A02500|Num||Column|Taxable Social Security benefits amount; 1040:6b
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N26270|Num||Column|Number of returns with partnership/S-corp net income (less loss); Schedule E:32
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A26270|Num||Column|Partnership/S-corp net income (less loss) amount; Schedule E:32
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N02900|Num||Column|Number of returns with total statutory adjustments; Schedule 1:26
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A02900|Num||Column|Total statutory adjustments amount; Schedule 1:26
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N03220|Num||Column|Number of returns with educator expenses; Schedule 1:11
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A03220|Num||Column|Educator expenses amount; Schedule 1:11
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N03300|Num||Column|Number of returns with Self-employed (Keogh) retirement plans; Schedule 1:16
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A03300|Num||Column|Self-employed (Keogh) retirement plans amount; Schedule 1:16
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N03270|Num||Column|Number of returns with Self-employed health insurance deduction; Schedule 1:17
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A03270|Num||Column|Self-employed health insurance deduction amount; Schedule 1:17
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N03150|Num||Column|Number of returns with Individual retirement arrangement payments; Schedule 1:20
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A03150|Num||Column|Individual retirement arrangement payments amount; Schedule 1:20
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N03210|Num||Column|Number of returns with student loan interest deduction; Schedule 1:21
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A03210|Num||Column|Student loan interest deduction amount; Schedule 1:21
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N02910|Num||Column|Number of returns with charitable contributions if took standard deduction; 1040:12b
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A02910|Num||Column|Charitable contributions if took standard deduction; 1040:12b
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N04450|Num||Column|Number of returns with total standard deduction; 1040:12a
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A04450|Num||Column|Total standard deduction amount; 1040:12a
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N04100|Num||Column|Number of returns with basic standard deduction; 1040:12a
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A04100|Num||Column|Basic standard deduction amount; 1040:12a
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N04200|Num||Column|Number of returns with additional standard deduction; 1040:12a
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A04200|Num||Column|Additional standard deduction amount; 1040:12a
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N04470|Num||Column|Number of returns with itemized deductions; 1040:12a
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A04470|Num||Column|Total itemized deductions amount; 1040:12a
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A00101|Num||Column|Amount of AGI for itemized returns; 1040:11
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N17000|Num||Column|Number of returns with Total medical and dental expense deduction; Schedule A:4
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A17000|Num||Column|Total medical and dental expense deduction amount; Schedule A:4
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N18425|Num||Column|Number of returns with State and local income taxes; Schedule A:5a
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A18425|Num||Column|State and local income taxes amount; Schedule A:5a
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N18450|Num||Column|Number of returns with State and local general sales tax; Schedule A:5a
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A18450|Num||Column|State and local general sales tax amount; Schedule A:5a
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N18500|Num||Column|Number of returns with real estate taxes; Schedule A:5b
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A18500|Num||Column|Real estate taxes amount; Schedule A:5b
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N18800|Num||Column|Number of returns with Personal property taxes; Schedule A:5c
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A18800|Num||Column|Personal property taxes amount; Schedule A:5c
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N18460|Num||Column|Number of returns with Limited state and local taxes; Schedule A:5e
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A18460|Num||Column|Limited state and local taxes; Schedule A:5e
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N18300|Num||Column|Number of returns with Total taxes paid; Schedule A:7
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A18300|Num||Column|Total taxes paid amount; Schedule A:7
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N19300|Num||Column|Number of returns with Home mortgage interest paid; Schedule A:8a
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A19300|Num||Column|Home mortgage interest paid amount; Schedule A:8a
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N19500|Num||Column|Number of returns with Home mortgage from personal seller; Schedule A:8b
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A19500|Num||Column|Home mortgage from personal seller amount; Schedule A:8b
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N19530|Num||Column|Number of returns with Deductible points; Schedule A:8c
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A19530|Num||Column|Deductible points amount; Schedule A:8c
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N19550|Num||Column|Number of returns with Qualified mortgage insurance premiums; Schedule A:8d
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A19550|Num||Column|Qualified mortgage insurance premiums amount; Schedule A:8d
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N19570|Num||Column|Number of returns with Investment interest paid; Schedule A:9
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A19570|Num||Column|Investment interest paid amount; Schedule A:9
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N19700|Num||Column|Number of returns with Total charitable contributions; Schedule A:14
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A19700|Num||Column|Total charitable contributions amount; Schedule A:14
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N20950|Num||Column|Number of returns with Other non-limited miscellaneous deductions; Schedule A:16
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A20950|Num||Column|Other non-limited miscellaneous deductions amount; Schedule A:16
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N04475|Num||Column|Number of returns with Qualified business income deduction; 1040:13
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A04475|Num||Column|Qualified business income deduction; 1040:13
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N04800|Num||Column|Number of returns with taxable income; 1040:15
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A04800|Num||Column|Taxable income amount; 1040:15
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N05800|Num||Column|Number of returns with income tax before credits; 1040:16
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A05800|Num||Column|Income tax before credits amount; 1040:16
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N09600|Num||Column|Number of returns with alternative minimum tax ; Schedule 2:1
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A09600|Num||Column|Alternative minimum tax amount; Schedule 2:1
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N05780|Num||Column|Number of returns with excess advance premium tax credit repayment; Schedule 2:2
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A05780|Num||Column|Excess advance premium tax credit repayment amount; Schedule 2:2
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N07100|Num||Column|Number of returns with total tax credits [13]; 1040:21
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A07100|Num||Column|Total tax credits amount; 1040:21
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N07300|Num||Column|Number of returns with foreign tax credit; Schedule 3:1
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A07300|Num||Column|Foreign tax credit amount; Schedule 3:1
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N07180|Num||Column|Number of returns with nonrefundable child care credit; Schedule 3:2
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A07180|Num||Column|Nonrefundable child care credit amount; Schedule 3:2
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N07230|Num||Column|Number of returns with nonrefundable education credit; Schedule 3:3
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A07230|Num||Column|Nonrefundable education credit amount; Schedule 3:3
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N07240|Num||Column|Number of returns with retirement savings contribution credit; Schedule 3:4
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A07240|Num||Column|Retirement savings contribution credit amount; Schedule 3:4
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N07225|Num||Column|Number of returns with nonrefundable child and other dependent tax credit; 1040:19
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A07225|Num||Column|Nonrefundable child and other dependent tax credit amount; 1040:19
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N07260|Num||Column|Number of returns with residential energy tax credit; Schedule 3:5
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A07260|Num||Column|Residential energy tax credit amount; Schedule 3:5
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N09400|Num||Column|Number of returns with self-employment tax; Schedule 2:4
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A09400|Num||Column|Self-employment tax amount; Schedule 2:4
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N85770|Num||Column|Number of returns with total premium tax credit; 8962:24
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A85770|Num||Column|Total premium tax credit amount; 8962:24
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N85775|Num||Column|Number of returns with advance premium tax credit; 8962:25
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A85775|Num||Column|Advance premium tax credit amount; 8962:25
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N10600|Num||Column|Number of returns with total tax payments; 1040:33
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A10600|Num||Column|Total tax payments amount; 1040:33
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N59660|Num||Column|Number of returns with earned income credit; 1040:27
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A59660|Num||Column|Earned income credit amount [14] ; 1040:27
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N59720|Num||Column|Number of returns with excess earned income credit; 1040:27
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A59720|Num||Column|Excess earned income credit (refundable) amount [15] ; 1040:27
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N11070|Num||Column|Number of returns with refundable child tax credit or additional child tax credit; 1040:28
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A11070|Num||Column|Refundable child tax credit or additional child tax credit amount; 1040:28
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N10960|Num||Column|Number of returns with refundable education credit [16]; 1040:29
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A10960|Num||Column|Refundable education credit amount; 1040:29
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N11560|Num||Column|Number of returns with net premium tax credit; Schedule 3:8
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A11560|Num||Column|Net premium tax credit amount; Schedule 3:8
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N11450|Num||Column|Number of returns with qualified sick and family leave credit for leave taken before April 1, 2021; Schedule 3:13b
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A11450|Num||Column|Qualified sick and family leave credit for leave taken before April 1, 2021 amount; Schedule 3:13b
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N11520|Num||Column|Number of returns with refundable child and dependent care credit; Schedule 3:13g
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A11520|Num||Column|Refundable child and dependent care credit; Schedule 3:13g
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N11530|Num||Column|Number of returns with qualified sick and family leave credit for leave taken after March 31, 2021; Schedule 3:13h
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A11530|Num||Column|Qualified sick and family leave credit for leave taken after March 31, 2021; Schedule 3:13h
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N10970|Num||Column|Number of returns with recovery rebate credit; 1040:30
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A10970|Num||Column|Recovery rebate credit amount [17]; 1040:30
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N10971|Num||Column|Number of returns with economic impact payment third round;
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A10971|Num||Column|Economic impact payment third round amount [18, 19];
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N06500|Num||Column|Number of returns with income tax after credits; 1040:22
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A06500|Num||Column|Income tax after credits amount ; 1040:22
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N10300|Num||Column|Number of returns with tax liability; 1040:24
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A10300|Num||Column|Total tax liability amount [20] ; 1040:24
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N85530|Num||Column|Number of returns with additional Medicare tax; 8959:24
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A85530|Num||Column|Additional Medicare tax amount; 8959:24
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N85300|Num||Column|Number of returns with net investment income tax; 8960:17
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A85300|Num||Column|Net investment income tax amount; 8960:17
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N11901|Num||Column|Number of returns with tax due at time of filing; 1040:37
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A11901|Num||Column|Tax due at time of filing amount [21] ; 1040:37
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N11900|Num||Column|Number of returns with total overpayments; 1040:34
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A11900|Num||Column|Total overpayments amount; 1040:34
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N11902|Num||Column|Number of returns with overpayments refunded; 1040:35a
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A11902|Num||Column|Overpayments refunded amount [22] ; 1040:35a
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N12000|Num||Column|Number of returns with credit to next year�s estimated tax; 1040:36
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A12000|Num||Column|Credited to next year�s estimated tax amount; 1040:36

vg_/csvs/processed/embeddings_db.csv ADDED Viewed

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vg_/csvs/processed/embeddings_dbtbl.csv ADDED Viewed

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vg_/csvs/processed/embeddings_dbtblcol.csv ADDED Viewed

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vg_/csvs/processed/embeddings_dbtblcolval.csv ADDED Viewed

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vg_/csvs/processed/texts_db_df.csv CHANGED Viewed

@@ -1,3 +1,5 @@
-"DESKTOP-PREDMOD\SQLEXPRESS|BenchmarkingDb_Smol|This is a collection of standard databases such as the iris flower, predicting what digit it is from pixels, and diabetes"
-"DESKTOP-PREDMOD\SQLEXPRESS|Chinook|The Chinook data model represents a digital media store, including tables for artists, albums, media tracks, invoices, and customers. Media-related data was created using real data from an Apple iTunes library."
-DESKTOP-PREDMOD\SQLEXPRESS|Db_Test_01|This database has the Abalone table that lets us predict the age of Abalones (represented by number of Rings).

+"MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|This is a collection of standard databases such as the iris flower, predicting what digit it is from pixels, and diabetes"
+"MUZAYAN_GRAM\SQLEXPRESS|Chinook|The Chinook data model represents a digital media store, including tables for artists, albums, media tracks, invoices, and customers."
+MUZAYAN_GRAM\SQLEXPRESS|Db_Test_01|This database has the Abalone table that lets us predict the age of Abalones (represented by number of Rings).
+"MUZAYAN_GRAM\SQLEXPRESS|IRS|The Statistics of Income (SOI) Divisions county data is tabulated using individual income tax returns (Forms 1040) filed with the Internal Revenue Service (IRS) during the 12-month period, January 1, 2022 to December 31, 2022."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|This is the Medical Expenditure Panel Survey Database. Has enrollment, medical and pharmacy tables."

vg_/csvs/processed/texts_dbtbl_df.csv CHANGED Viewed

@@ -1,4 +1,20 @@
-SQL|vg_test01|Course|None
-SQL|vg_test01|Credit|None
-SQL|vg_test01|Person|None
-SQL|vg_test01|Student|None

+"MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|diabetes|This is a collection of standard databases such as the iris flower, predicting what digit it is from pixels, and diabetes"
+"MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|This is a collection of standard databases such as the iris flower, predicting what digit it is from pixels, and diabetes"
+"MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|iris|This is a collection of standard databases such as the iris flower, predicting what digit it is from pixels, and diabetes"
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Album|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Artist|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Customer|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Employee|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Genre|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Invoice|Invoices for years 2009 to 2013
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|InvoiceLine|Detailed line items for Invoices
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|MediaType|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Playlist|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|PlaylistTrack|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Track|
+MUZAYAN_GRAM\SQLEXPRESS|Db_Test_01|d_Abalone|This database has the Abalone table that lets us predict the age of Abalones (represented by number of Rings).
+MUZAYAN_GRAM\SQLEXPRESS|Db_Test_01|TMP01|Temporary table.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|This is the pharmacy utilization table. Use DUPERSID for unique person identifier. This table can have multiple rows per identifier.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|Use DUPERSID for unique person identifier
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|This is the main table, has enrollment, expenditure, and key demographic information. Can be linked to pharmacy and medical tables if needed using DUPERSID."
+"MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|All money amounts are in thousands of dollars (so 1 = 1,000). To calculate averages, divide by number of returns (N1)"

vg_/csvs/processed/texts_dbtblcol_df.csv CHANGED Viewed

@@ -1,15 +1,569 @@
-SQL|vg_test01|Course|CourseId|nvarchar|None
-SQL|vg_test01|Course|Name|nvarchar|None
-SQL|vg_test01|Course|Teacher|nvarchar|None
-SQL|vg_test01|Credit|Attempt|nvarchar|None
-SQL|vg_test01|Credit|CourseId|nvarchar|None
-SQL|vg_test01|Credit|Grade|float|None
-SQL|vg_test01|Credit|StudentId|int|None
-SQL|vg_test01|Person|DateOfBirth|date|None
-SQL|vg_test01|Person|FirstName|nvarchar|None
-SQL|vg_test01|Person|LastName|nvarchar|None
-SQL|vg_test01|Person|MiddelInitial|nvarchar|None
-SQL|vg_test01|Person|PersonId|int|None
-SQL|vg_test01|Student|Email|nvarchar|None
-SQL|vg_test01|Student|PersonId|int|None
-SQL|vg_test01|Student|StudentId|int|None

+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|diabetes|age|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|diabetes|bmi|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|diabetes|bp|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|diabetes|s1|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|diabetes|s2|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|diabetes|s3|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|diabetes|s4|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|diabetes|s5|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|diabetes|s6|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|diabetes|sex|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|diabetes|target|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_0_0|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_0_1|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_0_2|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_0_3|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_0_4|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_0_5|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_0_6|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_0_7|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_1_0|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_1_1|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_1_2|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_1_3|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_1_4|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_1_5|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_1_6|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_1_7|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_2_0|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_2_1|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_2_2|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_2_3|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_2_4|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_2_5|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_2_6|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_2_7|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_3_0|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_3_1|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_3_2|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_3_3|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_3_4|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_3_5|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_3_6|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_3_7|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_4_0|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_4_1|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_4_2|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_4_3|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_4_4|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_4_5|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_4_6|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_4_7|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_5_0|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_5_1|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_5_2|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_5_3|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_5_4|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_5_5|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_5_6|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_5_7|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_6_0|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_6_1|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_6_2|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_6_3|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_6_4|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_6_5|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_6_6|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_6_7|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_7_0|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_7_1|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_7_2|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_7_3|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_7_4|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_7_5|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_7_6|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|pixel_7_7|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|digits|target|int|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|iris|petal length (cm)|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|iris|petal width (cm)|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|iris|sepal length (cm)|float|
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|iris|sepal width (cm)|float|
+"MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|iris|target|int|Denotes the 3 different types of iris flowers. 0 is ""Setosa"", 1 is ""Versicolor"", and 2 is ""Virginica""."
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Album|AlbumId|int|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Album|ArtistId|int|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Album|Title|nvarchar|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Artist|ArtistId|int|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Artist|Name|nvarchar|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Customer|Address|nvarchar|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Customer|City|nvarchar|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Customer|Company|nvarchar|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Customer|Country|nvarchar|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Customer|CustomerId|int|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Customer|Email|nvarchar|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Customer|Fax|nvarchar|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Customer|FirstName|nvarchar|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Customer|LastName|nvarchar|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Customer|Phone|nvarchar|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Customer|PostalCode|nvarchar|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Customer|State|nvarchar|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Customer|SupportRepId|int|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Employee|Address|nvarchar|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Employee|BirthDate|datetime|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Employee|City|nvarchar|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Employee|Country|nvarchar|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Employee|Email|nvarchar|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Employee|EmployeeId|int|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Employee|Fax|nvarchar|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Employee|FirstName|nvarchar|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Employee|HireDate|datetime|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Employee|LastName|nvarchar|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Employee|Phone|nvarchar|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Employee|PostalCode|nvarchar|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Employee|ReportsTo|int|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Employee|State|nvarchar|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Employee|Title|nvarchar|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Genre|GenreId|int|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Genre|Name|nvarchar|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Invoice|BillingAddress|nvarchar|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Invoice|BillingCity|nvarchar|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Invoice|BillingCountry|nvarchar|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Invoice|BillingPostalCode|nvarchar|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Invoice|BillingState|nvarchar|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Invoice|CustomerId|int|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Invoice|InvoiceDate|datetime|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Invoice|InvoiceId|int|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Invoice|Total|numeric|Total sale
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|InvoiceLine|InvoiceId|int|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|InvoiceLine|InvoiceLineId|int|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|InvoiceLine|Quantity|int|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|InvoiceLine|TrackId|int|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|InvoiceLine|UnitPrice|numeric|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|MediaType|MediaTypeId|int|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|MediaType|Name|nvarchar|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Playlist|Name|nvarchar|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Playlist|PlaylistId|int|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|PlaylistTrack|PlaylistId|int|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|PlaylistTrack|TrackId|int|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Track|AlbumId|int|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Track|Bytes|int|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Track|Composer|nvarchar|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Track|GenreId|int|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Track|MediaTypeId|int|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Track|Milliseconds|int|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Track|Name|nvarchar|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Track|TrackId|int|
+MUZAYAN_GRAM\SQLEXPRESS|Chinook|Track|UnitPrice|numeric|
+MUZAYAN_GRAM\SQLEXPRESS|Db_Test_01|d_Abalone|Diameter|float|
+MUZAYAN_GRAM\SQLEXPRESS|Db_Test_01|d_Abalone|Height|float|
+MUZAYAN_GRAM\SQLEXPRESS|Db_Test_01|d_Abalone|Length|float|
+MUZAYAN_GRAM\SQLEXPRESS|Db_Test_01|d_Abalone|Rings|int|
+"MUZAYAN_GRAM\SQLEXPRESS|Db_Test_01|d_Abalone|Sex|char|This has values 'M', 'F', and 'I'. Useful to one-hot-encode using pd.get_dummies if modeling."
+MUZAYAN_GRAM\SQLEXPRESS|Db_Test_01|d_Abalone|ShellWeight|float|
+MUZAYAN_GRAM\SQLEXPRESS|Db_Test_01|d_Abalone|ShuckedWeight|float|
+MUZAYAN_GRAM\SQLEXPRESS|Db_Test_01|d_Abalone|VisceraWeight|float|
+MUZAYAN_GRAM\SQLEXPRESS|Db_Test_01|d_Abalone|WholeWeight|float|
+MUZAYAN_GRAM\SQLEXPRESS|Db_Test_01|TMP01|X1|float|
+MUZAYAN_GRAM\SQLEXPRESS|Db_Test_01|TMP01|Y|float|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|DIABEQUIP|tinyint|Indicates presence of diabetic equipment/supplies (1) or other items (2).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|DRUGIDX|bigint|Unique identifier combining person ID and a counter for drug records.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|DUID|int|Panel number concatenated with encrypted household identifier.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|DUPERSID|bigint|Unique identifier combining DUID and PID.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|IMPFLAG|tinyint|Indicates the method of expenditure data creation.
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|INPCFLG|int|Indicates presence in 2019 Prescribed Medicines file: 0=Not present, 1=Present."
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|LINKIDX|bigint|Unique identifier for linking to condition or other event files.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|PANEL|tinyint|Number identifying the survey panel (1 to 6) in the MEPS HC-213A 2019 dataset.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|PCIMPFLG|tinyint|Type of Health Component (HC) to Pharmacy Component (PC) prescription match.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|PERWT19F|float|Weighting factor for 2019 expenditure data; values range from 633.006358 to 77911.063903.
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|PHARTP1|smallint|Defines the type of pharmacy provider for the first prescription: mail-order, in-store, HMO/clinic/hospital, online, etc."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|PHARTP2|smallint|Categorical variable defining type of pharmacy provider for the 2nd instance. Values: 1=MAIL-ORDER, 2=IN ANOTHER STORE, 3=IN HMO/CLINIC/HOSPITAL, 4=DRUG STORE, 5=ON-LINE."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|PHARTP3|smallint|Type of pharmacy provision (3rd occurrence), coded as: 1=Mail-order, 2=Another store, 3=HMO/clinic/hospital, 4=Drug store, 5=Online."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|PHARTP4|smallint|Identifies the 4th type of pharmacy provider (e.g., mail-order, drug store). Values include: 1=mail-order, 2=in another store, 3=in HMO/clinic/hospital, 4=drug store, 5=online"
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|PHARTP5|smallint|Type of pharmacy provider: 5th instance; values include mail-order, other store, HMO/clinic/hospital, drug store."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|PHARTP6|smallint|Type of pharmacy provider - 6th: Mail-order, in another store, HMO/clinic/hospital, drug store, or online."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|PHARTP7|smallint|Type of pharmacy (7th): 1=Mail-order, 3=HMO/clinic/hospital, 4=Drug store."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|PID|int|Unique identifier for a person within a household, ranging from 101 to 503."
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|PREGCAT|nvarchar|Internal Server Error
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|PURCHRD|tinyint|'' indicates the weighted count of drug purchases.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXBEGMM|smallint|Month the person started taking medication (format: 3.0 Num).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXBEGYRX|smallint|Imputed year prescription began; weighted by PERWT19F.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXDAYSUP|smallint|Imputed number of days supplied for prescribed medication.
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXDRGNAM|nvarchar|Multum medication name, imputed, 60-character alphanumeric string."
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFLG|tinyint|NDC imputation source from PC donor record; indicates data origin.
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFORM|nvarchar|Char (50.0): Dosage form of medication, imputed, weighted by PERWT19F."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFRMUNT|nvarchar|Unit of medication quantity, imputed; values include alphanumeric characters, ""DK"", or ""CANNOT BE COMPUTED""."
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXMD19X|float|Amount paid by other insurance for prescribed medications (imputed).
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXMR19X|float|Amount paid by Medicare (imputed) in dollars, ranges from $0.01 to $23,136.88"
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXNAME|nvarchar|60.0-character imputed field capturing medicine names in A-Z format; values may be missing (indicated by ""-15"")."
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXNDC|bigint|Unique National Drug Code identifier for prescribed medications.
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXOF19X|float|Amount paid by other insurance for prescribed medicines, imputed."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXOT19X|float|Amount paid by other insurance, imputed; numeric format (7.2); values range from $0.20 to $4,229.30."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXPV19X|float|Amount paid by private insurance for prescribed medicines, in dollars (imputed)."
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXQUANTY|float|Imputed numeric field (7.2) representing prescribed medication quantity; range 0.05 to 6399.
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXRECIDX|bigint|Unique identifier for prescribed medications, 19-character alphanumeric with imputed values."
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSF19X|float|Amount paid by self or family for prescribed medicines (imputed).
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSL19X|float|Amount paid by state and local government for prescribed medicines (imputed), 8.2 numeric format."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRENG|nvarchar|Imputed strength of medication, 50-character format, with values ranging from 'A-Z' or undefined ('-15 CANNOT BE COMPUTED')."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRUNT|nvarchar|Unit of medication strength, imputed, with values ranging from A-Z and -15 for ""CANNOT BE COMPUTED."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXTR19X|float|Amount paid by TRICARE, imputed, in ranges from $0.03 to $20,484.48."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXVA19X|float|Amount paid by other insurance, imputed (numeric, 7.2)."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXWC19X|float|**Amount paid by Workers Compensation (imputed), numeric value.**"
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXXP19X|float|Sum of payments from self/family minus other insurance (imputed).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|TC1|smallint|Therapeutic class category for multiple medications.
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|TC1S1|smallint|Therapeutic subclass for '', defining specific drug categories."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|TC1S1_1|smallint|Sub-sub-class for multiple therapeutic classifications, specifically for T C1S1."
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|TC1S1_2|smallint|Multi-therapeutic sub-sub-class for therapeutic sub-class #1.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|TC1S2|smallint|Therapeutic subclass #2 under therapeutic class C1.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|TC1S2_1|smallint|Represents therapeutic sub-sub-class for multiple tumor classifications (T C1S2).
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|TC1S3|smallint|Therapeutic subclass #3 for therapeutic class C1, values: -1 (inapplicable), 67 (anxiolytics, sedatives, hypnotics)."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|TC1S3_1|smallint|Multum therapeutic sub-sub-class for therapeutic sub-class #3, with defined values."
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|TC2|smallint|Multiclass therapeutic classification #2 for tumor-related drugs.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|TC2S1|smallint|Therapeutic Subclass #1 for Class #2 in Multum Classification System.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|TC2S1_1|smallint|MUL TUM therapeutic sub-sub-class for therapeutic sub-class #1 of class #2.
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|TC2S1_2|smallint|Sub-subclass for therapeutic class #2, subclass #1."
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|TC2S2|smallint|Therapeutic subclass #2 for class #2; values include INAPPLICABLE and ANTIPSORIATICS.
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|TC3|smallint|Therapeutic class #3, primarily includes nutritional and immunologic agents."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|TC3S1|smallint|Therapeutic subclass #1 for therapeutic class #3 (immunosuppressive agents, minerals, and electrolytes)."
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|TC3S1_1|smallint|Sub-subclass for multum therapeutic classification #1 under class #3.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|VARPSU|int|Variable '': Represents the primary sampling unit (PSU) identifier for survey data analysis.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|VARSTR|smallint|A 4-digit numerical code representing variance estimation strata for 2019.
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|ACCDNWRK|smallint|Indicates if an accident occurred at work: 1=Yes, 2=No, 3=Does not work."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|AGEDIAG|smallint|Age at which the condition was diagnosed, ranging from 0 to 85 years."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR1X|nvarchar|Clinical classification refined code 1, edited (e.g., BLD000, CIR000)."
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR2X|nvarchar|Secondary edited clinical classification refined code for medical conditions.
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR3X|nvarchar|Refined clinical classification code, third edited version, with defined values (e.g., INF000 - INF011)."
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CONDIDX|bigint|Unique identifier for a specific medical condition in the dataset.
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CONDN|int|Unique identifier for a medical condition, ranging from 1 to 54."
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CONDRN|int|Round number in which the medical condition was first reported (values: 1 to 5).
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CRND1|smallint|Indicates presence of condition information in Round 1 with values: -1 (inapplicable), 0 (no), 1 (yes)."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CRND2|smallint|Indicates presence of condition information in Round 2 (-1: inapplicable, 0: no, 1: yes)"
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CRND3|int|Values: 0 (NO), 1 (YES) - indicates condition information presence in Round 3."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CRND4|int|Indicates presence of condition information in Round 4: -1=Inapplicable, 0=No, 1=Yes."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CRND5|int|Indicates whether condition information is available in Round 5 (1=Yes, 0=No)."
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|DUID|int|Internal Server Error
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|DUPERSID|bigint|Unique identifier combining DUID and PID for individuals in the MEPS dataset.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|ERNUM|int|Number of emergency room events associated with a condition.
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|HHNUM|int|Number of home health events associated with a condition, ranging from 0 to 60."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|ICD10CDX|nvarchar|Represents the ICD-10-CM code for a medical condition, formatted as 3-character string."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|INJURY|int|Binary indicator (1=yes, 2=no) if condition resulted from accident/injury."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|IPNUM|int|Number of inpatient events associated with the condition, ranging from 0 to 6."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|OBNUM|int|Number of office-based medical events associated with a condition, range 0-499."
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|OPNUM|int|Number of outpatient events associated with a condition (0 to 141).
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|PANEL|int|Identifies the survey panel number (e.g., 23 or 24) for data collection."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|PERWT19F|float|Weight for 2019 expenditure file, used for survey weighting."
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|PID|int|Unique identifier for an individual within a panel.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|RXNUM|int|Number of prescribed medicines associated with a condition.
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|VARPSU|int|Variance estimation primary sampling unit (PSU), specific to 2019 data."
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|VARSTR|smallint|A stratum identifier used for variance estimation in the 2019 dataset.
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ACTLIM31|smallint|Indicates any limitation in work, housework, or school activities (Round 3/1). Values: 1 = Yes, 2 = No."
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADACLS42|smallint|Frequency of feeling accomplished less due to physical problems in the past 4 weeks (VR -12).
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADCLIM42|smallint|Health limits climbing stairs (VR-12 scale, past 4 weeks)."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADDAYA42|smallint|Delay in medical care due to cost (1=Yes, 2=No, -8=Don't Know, -7=Refused, -1=Inapplicable)."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADDPRS42|smallint|Indicates if the respondent was a proxy in Round 4/2 (1 = RU member, 2 = proxy)."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADEFRT42|smallint|Frequency of feeling everything required effort in the past 30 days (1=All, 6=None)."
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADEMLS42|smallint|Accomplished less in past 4 weeks due to mental health problems (VR -12 scale).
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADENGY42|smallint|Value indicating dental care coverage by Indian Health Service during reference period R4/2 (2 = No, 1 = Yes)."
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADGENH42|smallint|An error occurred: Expecting value: line 5 column 1 (char 4)
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADHDADDX|smallint|Diagnosis of ADHD or ADD (1 = Yes, 0 = No)."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADHDAGED|smallint|Age at diagnosis of ADHD, ranging from 0 to 17 years."
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADHOPE42|smallint|Frequency of feeling hopeless in the past 30 days (self-reported).
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADINSA42|smallint|Variance estimation stratum identifier for 2019, numeric values ranging from 2001 to 2117."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADINSB42|smallint|2.0 Num; -8=Don't Know, -7=Refused, -1=Inapplicable, 1-5=Excellent to Poor health status evaluation."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADINTR42|smallint|Perceived health status (Round 4/2), values: 1=Excellent, 2=Very Good, 3=Good, 4=Fair, 5=Poor, -8=DK, -7=Refused, -1=Inapplicable."
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADLHLP31|smallint|ADL (Activities of Daily Living) screener indicating assistance needed for daily tasks (Round 3/1).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADMWCF42|smallint|Frequency of feeling worthless in the past 30 days (self-reported).
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADNERV42|smallint|Frequency of feeling nervous in the past 30 days, measured on a scale."
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADOVER42|smallint|Belief in overcoming illnesses without medical assistance (self-assessment).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADPAIN42|smallint|Frequency of pain limiting normal work in the past 4 weeks (VR -12 scale).
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADPCFL42|smallint|Frequency of feeling calm/peaceful in the past 4 weeks (values: -12 = missing, 1-5 = frequency scale)."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADPROX42|smallint|Relationship of proxy respondent to adult (e.g., parent, spouse, other)."
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADPRST42|smallint|Frequency of feeling downhearted/depressed in the past 4 weeks (VR -12 scale).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADREST42|smallint|Frequency of feeling restless in the past 30 days.
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADRISK42|smallint|Likelihood of taking risks, measured on a scale (values not explicitly defined in context)."
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADSAD42|smallint|Frequency of feeling sad in the past 30 days (self-reported).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADSOCA42|smallint|Health stopped social activities in past 4 weeks (VR -12 scale).
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADUPRO42|smallint|Problem getting along with adults (ages 5-17), Round 4/2."
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADWKLM42|smallint|Work limitations in past 4 weeks due to physical problems (VR-12 scale).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ADWRTH42|smallint|Frequency of feeling worthless in the past 30 days (self-reported).
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|AGELAST|int|Person's age at last eligibility period, categorized into ranges: 0-4, 5-17, 18-24, 25-44, 45-64, 65-85."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|AIDHLP31|smallint|ADL (Activities of Daily Living) assistance indicator for Round 3/1 (1 = Yes, 0 = No)."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ANYLMI19|smallint|Coverage by any private insurance in 2019. Values: 1 = Covered, 2 = Not covered."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ARTHAGED|smallint|Age group in Round 3/1 (edited/imputed), weighted by PERWT19F, with values representing specific age ranges (e.g., 0-4, 5-17, etc.)."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ARTHDX|smallint|Arthritis diagnosis (>17); values: 1 = Yes, 2 = No, -8 = DK, -7 = Refused, -1 = Inapplicable."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ARTHTYPE|smallint|Classification of person's arthritis type; values include specific diagnostic types or -1 for ""Inapplicable""."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ASACUT31|smallint|Indicates military full-time active duty status in Round 3/1; values: -1 (inapplicable), 1 (active duty), 0 (not active duty)."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ASATAK31|smallint|Numeric, 3.0 format; -15: Cannot compute, -8: Don't know, -7: Refused, -1: Inapplicable, 1: Yes, 2: No."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ASDALY31|smallint|Indicates if respondent currently takes preventive daily asthma medications. Values: -8=DK, -1=Inapplicable, 1=Yes, 2=No."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ASEVFL31|smallint|Numeric variable indicating values: ""-15: Cannot be computed,"" ""-1: Inapplicable,"" ""1-4: Specific categorical responses."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ASMRCN31|smallint|12 months, asked non-VA provider to recommend other doctors: -15 Cannot compute, -1 Inapplicable, 1 Yes, 2 No."
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ASPKFL31|smallint|Variable describing whether the respondent asked for prescription refills in round 3/1 ():  -1: Inapplicable; 1: Yes; 2: No.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ASPREV31|smallint|Awareness of VA services by a VA provider (Values: -1 Inapplicable; 1 Yes; 2 No).
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ASSTIL31|smallint|Indicates if assistive technology for daily activities was received; values: -15, -1, 1-Yes."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ASTHAGED|smallint|Age at asthma diagnosis; values: -15 Cannot Compute, -8 DK, -7 Refused, -1 Inapplicable, 0-85 years."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ASTHDX|smallint|'': Indicates asthma diagnosis status; values: -8 DK, -7 REFUSED, -1 INAPPLICABLE, 1 YES, 2 NO."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ASTHEP31|smallint|Numeric; -15 Cannot compute, 1-3 perception of provider's help improving/maintaining health; -1 inapplicable."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ASWNFL31|smallint|3.0 Num; Values: -15=Cannot compute, -1=Inapplicable, 1-4 different sources/no caregiving service received; Total=28,512."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|BENDIF31|smallint|Organizational type of business: -8=DONT KNOW, -7=REFUSED, -2=PREVIOUSLY DETERMINED, -1=NOT APPLICABLE, 1=INCORPORATED, 2=PROPRIETORSHIP, 3=PARTNERSHIP."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CABLADDR|smallint|Residential address for cable services; used to identify service location. Numeric format. Missing values: -1 Inapplicable, -8 DK."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CABREAST|smallint|Value definitions: -1 Inapplicable, 1 Breastfed exclusively, 2 Mixed feeding (breast+formula), 3 Formula-fed exclusively."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CACERVIX|smallint|Diagnosed cervical cancer status for individuals older than 17; values: -8=Don't Know, -7=Refused, -1=Inapplicable, 1=Yes, 2=No."
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CACOLON|smallint|Cancer diagnosis of colon cancer in individuals aged 17 and older.
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CALUNG|smallint|Diagnosed lung cancer, ages 18+; valid values: 1 (yes), 2 (no). Format: Numeric."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CALYMPH|smallint|Cancer diagnosis for non-Hodgkin's lymphoma in individuals >17 years old; values: -8=DK, -7=Refused, -1=Inapplicable, 1=Yes, 2=No."
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CAMELANO|smallint|Cancer diagnosed as melanoma of the skin for individuals older than 17.
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CANCERDX|smallint|Indicates cancer diagnosis (>17); values: -15 Cannot Compute, -8 DK, -7 Refused, -1 Inapplicable, 1 Yes, 2 No."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CAOTHER|smallint|Indicates if criteria categorize respondent as other, based on activity, location, and household/institutionalization status."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CAPROSTA|smallint|Prostate cancer diagnosis status (>17); -1 INAPPLICABLE, -7 REFUSED, -8 DK, 1 YES, 2 NO."
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CASKINDK|smallint|'': Diagnosis of skin cancer of unknown type for individuals over 17 years old.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CASKINNM|smallint|Indicates diagnosis of non-melanoma skin cancer for individuals over 17 years old.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CAUTERUS|smallint|Total annual expenditures (facility and doctor) for outpatient visits in U.S. dollars.
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHAPPT42|smallint|Child's appointment availability within last 12 months (0-17 years), during round 4/2 interview timeframe."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHCOUN42|smallint|Numeric; response indicates frequency childs doctor explained things clearly in past 12 months (0-17): -1 (Inapplicable), -8 (Dont Know), 1 (Never), 2 (Sometimes), 3 (Usually), 4 (Always)."
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHEMPB42|smallint|Child required prescription medication for health/behavioral condition in past 12 months (0-17).
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHEXPL42|smallint|CAHPS: Past 12 months, childs doctor explained things clearly for children aged 0-17 in round 4/2."
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHEYRE42_M18|smallint|CAHPS: Past 12 months appointment for child specialist (ages 0-17); linked to Round 4/2.
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHHECR42|smallint|Rating of child healthcare quality (010): -1 Inapplicable, -8 Don't know, 0 Worst, 10 Best, others intermediate."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHILCR42|smallint|Indicates if the person has children; -8=Don't know, -7=Refused, -1=Inapplicable, 1=Yes, 2=No."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHILWW42|smallint|Child received needed care for illness/injury when wanted in past 12 months; values: -8=DK, -1=Inapplicable, 1=Never, 2=Sometimes, 3=Usually, 4=Always."
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHLICO42|smallint|CSHCN: Ongoing condition limits child's usual activities for 12+ months (0-17 years).
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHLIHB42|smallint|Binary variable indicating if a child's health/behavior condition limited usual activities (-1=INAPPLICABLE, 1=YES, 2=NO)."
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHLIMI42|smallint|CSHCN: Indicates if the child (0-17) is limited in any way due to health/behavioral conditions in round 4/2.
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHLIST42|smallint|CAHPS: Child's doctor listened in past 12 months (0-17 years). Values: 1 = Yes, 2 = No, -1 = Inapplicable."
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHPMCN42|smallint|Indicator if a child had a medical condition requiring prescription medication for 12+ months (ages 0-17).
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHPMED42|smallint|CSHCN: Indicates if child needs prescribed medication; values: 1=Yes, 2=No, -1=Inapplicable, -7=Refused, -8=DK."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHPMHB42|smallint|Prescribed medication for childs health/behavior condition in last 12 months. Values: -1 Inapplicable, 1 Yes, 2 No."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHPRTM42|smallint|Time spent by childs doctor during last 12 months (0-17 years), as perceived in Round 4/2."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHRESP42|smallint|Indicates how often the child's doctor showed responsiveness (0=Never, 4=Always, -8=Don't know, -1=Inapplicable)."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHRTCR42|smallint|CAHPS:12-month measure assessing whether a routine care appointment for children (0-17) could be scheduled (""Yes/No"")."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHRTWW42|smallint|Child's ability to get a routine appointment when wanted within the last 12 months: -8=Don't know, -7=Refused, -1=Inapplicable, 1=Never, 2=Sometimes, 3=Usually, 4=Always."
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHSERV42|smallint|Indicates if child needed medical/other services (0-17) in the last 12 months during round 4/2.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHSPEC42_M18|smallint|Appointment scheduling with a specialist for children (ages 017) in the last 12 months; CAHPS survey.
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHSRCN42|smallint|CSHCN: Child's service needs for condition lasting 12+ months (0-17 years), specific to Round 4/2."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHSRHB42|smallint|CSHCN:SERV FOR HL TH/BEHV COND(0-17)-R4/2, 2.0 Num. Values: -8=Don't Know, -1=Inapplicable, 1=Yes, 2=No."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHTHCO42|smallint|CSHCN:THER COND LA ST 12+ MOS (0-17)-R4/2; Numeric: -8=DK, -1=Inapplicable, 1=Yes, 2=No"
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHTHER42|smallint|CSHCN: Child needs specific therapy (0-17), values: -15(Cannot Compute), -8(Don't Know), -7(Refused), -1(Inapplicable), 1(Yes), 2(No)."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CHTHHB42|smallint|CSHCN:SPEC THER FOR HL TH+COND(0-17)-R4/2; Values: -15 Cannot compute, -8 DK, -7 Refused, -1 Inapplicable, 1 Yes."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|COGLIM31|smallint|Coverage by cognitive limitations, any time in R3/1; values: -1=Inapplicable, 1=Yes, 2=No."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|CSHCN42|smallint|Child with special health care needs (CSHCN), aged 0-17 in Round 4/2 interview."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|DADPRO42|smallint|Problems getting along with father (ages 5-17); values: -15 Cannot compute, -8 DK, -7 Refused, 0 No problem, 1-4 Severity."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|DFCOG42|smallint|Cognitive difficulties in reasoning, learning, or remembering; values: -8 (Don't Know), -7 (Refused), -1 (Inapplicable), 1 (Yes), 2 (No)."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|DFDRSB42|smallint|Indicator for difficulty dressing/bathing: -8=Dont Know, -7=Refused, -1=Inapplicable, 1=Yes, 2=No."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|DFERND42|smallint|Difficulty doing errands alone (round 4/2). Values: -8: Don't know, -7: Refused, -1: Inapplicable, 1: Yes, 2: No."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|DFHEAR42|smallint|Indicates serious difficulty hearing: -1 Inapplicable, 1 Yes, 2 No, -7 Refused, -8 Don't know."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|DFSEE42|smallint|Serious difficulty seeing even with glasses during reporting round 4/2; numeric format, coded -1, 1, or 2."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|DFWLKC42|smallint|Numeric code indicating ""Person who joined RU"" during a specific period; weighted by PERWT19F for population estimates."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|DIABAGED|smallint|Age at diabetes diagnosis; values: -8 (Don't know), -7 (Refused), -1 (Inapplicable), 085 (Age in years)."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|DIABDX_M18|smallint|Indicator of diabetes diagnosis status, coded as: 1 (Diagnosed), 2 (Not Diagnosed), -1 (Inapplicable). Num format, length 2."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|DOBMM|int|Month of birth, numeric format ranging from 01 (January) to 12 (December)"
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|DOBYY|smallint|Year of birth; values: -15 (cannot compute), -8 (dont know), -7 (refused), -1 (inapplicable), 112 (month mapping)."
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|DUID|bigint|Unique household or person-level identification number for survey data linkage within the MEPS dataset.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|DUPERSID|bigint|Unique identifier assigned to each person-level record in the dataset.
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|ELGRND19|int|Indicator for electric coverage in 2019; values: -1=Inapplicable, 1=Yes, 2=No. Numeric, starts at position 2065."
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|FAMINC19|int|Total family income in 2019; numeric monetary value representing cumulative income of all family members.
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|FNGRDF31|smallint|Perceived general health status, coded as: -8 DK, -7 Refused, -1 Inapplicable, 1 Excellent, 2 Very Good, 3 Good, 4 Fair, 5 Poor."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|GETTRB42|smallint|Indicator for receiving treatment from provider (R4/2). Values: -8=Don't Know, -7=Refused, -1=Inapplicable, 1=Yes, 2=No."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|HAVFUN42|smallint|Indicator for enjoying activities in past week; values: -8 (DK), -7 (Refused), -1 (Inapplicable), 1 (Yes), 2 (No)."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|HISPANX|int|Numeric, 1=Hispanic, 2=Non-Hispanic, -1=Inapplicable; demographic identifier weighted by PERWT19F."
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|HOMEBH42|smallint|Reports problems with behavior at home for individuals aged 5-17 during round 4/2 interview period.
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|HSELIM31|smallint|Health condition impacts ability to perform daily living tasks/household activities - Round 3/1
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|IADLHP31|smallint|Identifies if the respondent requires help with Instrumental Activities of Daily Living (IADL) in round 3/1.
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|INSCOV19|int|HEALTH INSURANCE COVERAGE INDICATOR 2019 (value of 1: Any Private, 2: Public Only, 3: Uninsured)"
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|INSURC19|int|FULL YEAR INSURANCE COVERAGE STATUS 2019 (value of 1: <65 Any Private, 2: <65 Public Only, 3: <65 Uninsured, 4-6: 65+ Medicare, 7-8: 65+ Uninsured)"
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|JTPAIN31_M18|smallint|JOINT PAIN LAST 12 MONTHS (>17)  (value of 1: Yes, 2: No)"
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|K6SUM42|smallint|Summary measure of K6 psychological distress scale; range 0-24, with higher scores indicating greater psychological distress."
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|KIDPRO42|smallint|Numeric (2.0); Response regarding child's provider explanation (-8=Don't know; -7=Refused; -1=Inapplicable; 1=Yes; 2=No).
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|LFTDIF31|smallint|Difficulty lifting 10 pounds - RD 3/1; -8: DK, -7: Refused, -1: Inapplicable, 1: No difficulty, 2: Some, 3: A lot, 4: Unable."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|LSTETH53|smallint|Last month/year the individual served in active-duty military, value -1=Inapplicable, 1-12=Month."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|MILDIF31|smallint|Numeric (2.0). Start 408, End 409. Values: -8=DK, -1=Inapplicable, 1=Yes, 2=No. Weighted by PERWT19F."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|MOMPRO42|smallint|Indicator of whether provider explained options: -8=Don't Know, -7=Refused, -1=Inapplicable, 1=Yes, 2=No."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|NERVAF42|smallint|Numeric, response values: -8=Don't Know, -7=Refused, -1=Inapplicable, 1=Yes, 2=No."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|OFTSMK53|smallint|Frequency of smoking in round 5/3; values: -1 INAPPLICABLE, 1 DAILY, 2 SOME DAYS, 3 NOT AT ALL."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|PANEL|int|Indicator for specific survey panel, numeric, values correspond to panel IDs (e.g., 1 for panel one, etc.)."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|PHQ242|smallint|Overall rating of feelings over the past two weeks, assessed through a structured self-assessment question."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|PHYEXE53|smallint|Physical exercise participation; values: -1 INAPPLICABLE, 1 YES, 2 NO."
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|PID|int|Person Number
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|POVCAT19|int|FAMILY INC AS % OF POVERTY LINE (value 1: Poor/Negative, 2: Near Poor, 3: Low Income, 4: Middle, 5: High Income)"
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|POVLEV19|float|FAMILY INC AS % OF POVERTY LINE - CONTINUOUS Variable
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|RACEV2X|int|Race (value of 1: White, 2: Black, 3: Amer Indian, 4: Asian Indian, 5: Chinese, 6: Filipino, 10: Other Asian, 12: Multiple races)"
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|RCHDIF31|smallint|Indicator for difficulty receiving needed medical care: -8=Don't know, -7=Refused, -1=Inapplicable, 1=Yes, 2=No."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|RXEXP19|int|Total prescription expenses for 2019 in dollars, ranging from $0 to $234,970."
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|SAQELIG|tinyint|Indicator of eligibility for the Self-Administered Questionnaire (SAQ); binary variable denoting participation status.
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|SCHLBH42|smallint|Indicates if school attendance was hindered in round 4/2: -1 Inapplicable, 1 Yes, 2 No, etc."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|SCHLIM31|smallint|SCHOOL LIMITATION - RD 3/1: 3.0 Num; -1 INAPPLICABLE, 1 YES, 2 NO; Start 549, End 551."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|SCHPRO42|smallint|CAHPS school-related variable (0-17), values: -8=DK, -1=Inapplicable, 1=Never, 2=Sometimes, 3=Usually, 4=Always."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|SEX|int|Biological sex: 1 = Male, 2 = Female"
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|SIBPRO42|smallint|Problem getting along with siblings (ages 5-17); coded values: -15, -8, -7, -1, 0, 1-3, 4, 99."
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|SOCLIM31|smallint|Household size on the reference date (Round 3/1); values represent exact family member counts or inapplicable data (-1).
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|SPRPRO42|smallint|Provider spent enough time with person during Round 4/2 interview: -8=Don't know, -7=Refused, -1=Inapplicable, 1=Yes, 2=No."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|STNDIF31|smallint|Indicator if deceased in round 3/1: -1 Not applicable, 31 Yes (deceased); numeric, two-digit code."
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|STPDIF31|smallint|Indicator of difficulty climbing steps (range: none to severe) during reference period (Round 3/1).
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|TOTEXP19|int|Total health care expenditures in 2019; includes all sources of payment. Format: Numeric. Values vary.
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|TOTSLF19|int|Indicates self-coverage eligibility status in 2019 (-1: Not Applicable, 1: Self-covered, 2: Not Self-covered)."
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|TOTTCH19|int|Final total number of eligible persons for survey analysis in 2019 weighted by PERWT19F.
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|TTLP19X|int|Total pre-tax income for 2019 in dollars (numeric, unweighted values range from -72406 to 72406)."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|UNABLE31|smallint|Measures difficulty with activities in the past 31 days: -15 Cannot Compute, -1 Inapplicable, 1-3 Problem severity, 4 Very Big Problem."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|UNHAP42|smallint|Indicator for whether a person is unhappy:  Values: -8 (Don't know), -7 (Refused), -1 (Inapplicable), 1 (Yes), 2 (No)."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|WAGEP19X|int|Numeric; person's wage income in 2019; $0, $9-$303,114, weighted by PERWT19F; unweighted total: 28,512 observations."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|WLKDIF31|smallint|Difficulty walking: -8 DK, -1 Inapplicable, 1 No difficulty, 2 Some difficulty, 3 A lot of difficulty, 4 Unable to do."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|WLKLIM31|smallint|2.0 numeric: -8=Dont know, -1=Inapplicable, 1=Yes, 2=No. Indicates childs health limitation status."
+"MUZAYAN_GRAM\SQLEXPRESS|MEPS|h216_narrow|WRKLIM31|smallint|Indicates work limitations (-8=Don't know, -7=Refused, -1=Inapplicable, 1=Yes, 2=No)."
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|STATEFIPS|Char|The State Federal Information Processing System (FIPS) code; 20455
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|STATE|Char|The State associated with the ZIP code; Two-digit State abbreviation code
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|CBSACODE|Char|Core Based Statistical Area Code [3]; 10100-49820
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|CBSATITLE|Char|Core Based Statistical Area Title [3];
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|CBSASTATUS|Char|Core Based Statistical Area Status Type [3]; Micropolitan or Metropolitan Statistical Area
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|COUNTYFIPS|Char|3-digit County FIPS code [4]; 001-840
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|COUNTYNAME|Char|County name; Max length is 18 digits
+"MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|AGI_STUB|Num|Size of adjusted gross income; 0 = No AGI Stub (Total); 1 = Under $1; 2 = $1 under $10,000; 3 = $10,000 under $25,000; 4 = $25,000 under $50,000; 5 = $50,000 under $75,000; 6 = $75,000; under $100,000; 7 = $100,000 under $200,000; 8 = $200,000 or more"
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N1|Num|Number of returns [5];
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|MARS1|Num|Number of single returns; Filing status is single
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|MARS2|Num|Number of joint returns; Filing status is married filing jointly
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|MARS4|Num|Number of head of household returns; Filing status is head of household
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|ELF|Num|Number of electronically filed returns;
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|CPREP|Num|Number of computer prepared paper returns;
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|PREP|Num|Number of returns with paid preparer's signature;
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|DIR_DEP|Num|Number of returns with direct deposit;
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|VRTCRIND|Num|Number of returns with virtual currency indicator;
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N2|Num|Number of individuals [6];
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|TOTAL_VITA|Num|Total number of volunteer prepared returns [7];
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|VITA|Num|Number of volunteer income tax assistance (VITA) prepared returns [7];
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|TCE|Num|Number of tax counseling for the elderly (TCE) prepared returns [7];
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|VITA_EIC|Num|Number of volunteer prepared returns with Earned Income Credit [7];
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|RAC|Num|Number of refund anticipation check returns [8];
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|ELDERLY|Num|Number of elderly returns [9];
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A00100|Num|Adjust gross income (AGI) [10]; 1040:11
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N02650|Num|Number of returns with total income; 1040:9
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A02650|Num|Total income amount; 1040:9
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N00200|Num|Number of returns with salaries and wages; 1040:1
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A00200|Num|Salaries and wages amount; 1040:1
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N00300|Num|Number of returns with taxable interest; 1040:2b
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A00300|Num|Taxable interest amount; 1040:2b
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N00600|Num|Number of returns with ordinary dividends ; 1040:3b
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A00600|Num|Ordinary dividends amount; 1040:3b
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N00650|Num|Number of returns with qualified dividends; 1040:3a
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A00650|Num|Qualified dividends amount [11]; 1040:3a
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N00700|Num|Number of returns with state and local income tax refunds; Schedule 1:1
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A00700|Num|State and local income tax refunds amount; Schedule 1:1
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N00900|Num|Number of returns with business or professional net income (less loss); Schedule 1:3
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A00900|Num|Business or professional net income (less loss) amount; Schedule 1:3
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N01000|Num|Number of returns with net capital gain (less loss); 1040:7
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A01000|Num|Net capital gain (less loss) amount; 1040:7
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N01400||Number of returns with taxable individual retirement arrangements distributions; 1040:4b
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A01400||Taxable individual retirement arrangements distributions amount; 1040:4b
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N01700|Num|Number of returns with taxable pensions and annuities; 1040:5b
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A01700|Num|Taxable pensions and annuities amount; 1040:5b
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|SCHF|Num|Number of farm returns; Schedule 1:6
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N02300|Num|Number of returns with unemployment compensation; Schedule 1:7
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A02300|Num|Unemployment compensation amount [12]; Schedule 1:7
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N02500|Num|Number of returns with taxable Social Security benefits; 1040:6b
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A02500|Num|Taxable Social Security benefits amount; 1040:6b
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N26270|Num|Number of returns with partnership/S-corp net income (less loss); Schedule E:32
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A26270|Num|Partnership/S-corp net income (less loss) amount; Schedule E:32
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N02900|Num|Number of returns with total statutory adjustments; Schedule 1:26
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A02900|Num|Total statutory adjustments amount; Schedule 1:26
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N03220|Num|Number of returns with educator expenses; Schedule 1:11
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A03220|Num|Educator expenses amount; Schedule 1:11
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N03300|Num|Number of returns with Self-employed (Keogh) retirement plans; Schedule 1:16
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A03300|Num|Self-employed (Keogh) retirement plans amount; Schedule 1:16
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N03270|Num|Number of returns with Self-employed health insurance deduction; Schedule 1:17
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A03270|Num|Self-employed health insurance deduction amount; Schedule 1:17
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N03150|Num|Number of returns with Individual retirement arrangement payments; Schedule 1:20
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A03150|Num|Individual retirement arrangement payments amount; Schedule 1:20
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N03210|Num|Number of returns with student loan interest deduction; Schedule 1:21
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A03210|Num|Student loan interest deduction amount; Schedule 1:21
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N02910|Num|Number of returns with charitable contributions if took standard deduction; 1040:12b
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A02910|Num|Charitable contributions if took standard deduction; 1040:12b
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N04450|Num|Number of returns with total standard deduction; 1040:12a
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A04450|Num|Total standard deduction amount; 1040:12a
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N04100|Num|Number of returns with basic standard deduction; 1040:12a
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A04100|Num|Basic standard deduction amount; 1040:12a
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N04200|Num|Number of returns with additional standard deduction; 1040:12a
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A04200|Num|Additional standard deduction amount; 1040:12a
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N04470|Num|Number of returns with itemized deductions; 1040:12a
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A04470|Num|Total itemized deductions amount; 1040:12a
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A00101|Num|Amount of AGI for itemized returns; 1040:11
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N17000|Num|Number of returns with Total medical and dental expense deduction; Schedule A:4
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A17000|Num|Total medical and dental expense deduction amount; Schedule A:4
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N18425|Num|Number of returns with State and local income taxes; Schedule A:5a
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A18425|Num|State and local income taxes amount; Schedule A:5a
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N18450|Num|Number of returns with State and local general sales tax; Schedule A:5a
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A18450|Num|State and local general sales tax amount; Schedule A:5a
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N18500|Num|Number of returns with real estate taxes; Schedule A:5b
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A18500|Num|Real estate taxes amount; Schedule A:5b
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N18800|Num|Number of returns with Personal property taxes; Schedule A:5c
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A18800|Num|Personal property taxes amount; Schedule A:5c
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N18460|Num|Number of returns with Limited state and local taxes; Schedule A:5e
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A18460|Num|Limited state and local taxes; Schedule A:5e
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N18300|Num|Number of returns with Total taxes paid; Schedule A:7
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A18300|Num|Total taxes paid amount; Schedule A:7
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N19300|Num|Number of returns with Home mortgage interest paid; Schedule A:8a
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A19300|Num|Home mortgage interest paid amount; Schedule A:8a
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N19500|Num|Number of returns with Home mortgage from personal seller; Schedule A:8b
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A19500|Num|Home mortgage from personal seller amount; Schedule A:8b
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N19530|Num|Number of returns with Deductible points; Schedule A:8c
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A19530|Num|Deductible points amount; Schedule A:8c
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N19550|Num|Number of returns with Qualified mortgage insurance premiums; Schedule A:8d
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A19550|Num|Qualified mortgage insurance premiums amount; Schedule A:8d
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N19570|Num|Number of returns with Investment interest paid; Schedule A:9
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A19570|Num|Investment interest paid amount; Schedule A:9
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N19700|Num|Number of returns with Total charitable contributions; Schedule A:14
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A19700|Num|Total charitable contributions amount; Schedule A:14
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N20950|Num|Number of returns with Other non-limited miscellaneous deductions; Schedule A:16
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A20950|Num|Other non-limited miscellaneous deductions amount; Schedule A:16
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N04475|Num|Number of returns with Qualified business income deduction; 1040:13
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A04475|Num|Qualified business income deduction; 1040:13
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N04800|Num|Number of returns with taxable income; 1040:15
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A04800|Num|Taxable income amount; 1040:15
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N05800|Num|Number of returns with income tax before credits; 1040:16
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A05800|Num|Income tax before credits amount; 1040:16
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N09600|Num|Number of returns with alternative minimum tax ; Schedule 2:1
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A09600|Num|Alternative minimum tax amount; Schedule 2:1
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N05780|Num|Number of returns with excess advance premium tax credit repayment; Schedule 2:2
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A05780|Num|Excess advance premium tax credit repayment amount; Schedule 2:2
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N07100|Num|Number of returns with total tax credits [13]; 1040:21
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A07100|Num|Total tax credits amount; 1040:21
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N07300|Num|Number of returns with foreign tax credit; Schedule 3:1
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A07300|Num|Foreign tax credit amount; Schedule 3:1
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N07180|Num|Number of returns with nonrefundable child care credit; Schedule 3:2
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A07180|Num|Nonrefundable child care credit amount; Schedule 3:2
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N07230|Num|Number of returns with nonrefundable education credit; Schedule 3:3
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A07230|Num|Nonrefundable education credit amount; Schedule 3:3
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N07240|Num|Number of returns with retirement savings contribution credit; Schedule 3:4
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A07240|Num|Retirement savings contribution credit amount; Schedule 3:4
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N07225|Num|Number of returns with nonrefundable child and other dependent tax credit; 1040:19
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A07225|Num|Nonrefundable child and other dependent tax credit amount; 1040:19
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N07260|Num|Number of returns with residential energy tax credit; Schedule 3:5
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A07260|Num|Residential energy tax credit amount; Schedule 3:5
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N09400|Num|Number of returns with self-employment tax; Schedule 2:4
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A09400|Num|Self-employment tax amount; Schedule 2:4
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N85770|Num|Number of returns with total premium tax credit; 8962:24
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A85770|Num|Total premium tax credit amount; 8962:24
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N85775|Num|Number of returns with advance premium tax credit; 8962:25
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A85775|Num|Advance premium tax credit amount; 8962:25
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N10600|Num|Number of returns with total tax payments; 1040:33
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A10600|Num|Total tax payments amount; 1040:33
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N59660|Num|Number of returns with earned income credit; 1040:27
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A59660|Num|Earned income credit amount [14] ; 1040:27
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N59720|Num|Number of returns with excess earned income credit; 1040:27
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A59720|Num|Excess earned income credit (refundable) amount [15] ; 1040:27
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N11070|Num|Number of returns with refundable child tax credit or additional child tax credit; 1040:28
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A11070|Num|Refundable child tax credit or additional child tax credit amount; 1040:28
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N10960|Num|Number of returns with refundable education credit [16]; 1040:29
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A10960|Num|Refundable education credit amount; 1040:29
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N11560|Num|Number of returns with net premium tax credit; Schedule 3:8
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A11560|Num|Net premium tax credit amount; Schedule 3:8
+"MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N11450|Num|Number of returns with qualified sick and family leave credit for leave taken before April 1, 2021; Schedule 3:13b"
+"MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A11450|Num|Qualified sick and family leave credit for leave taken before April 1, 2021 amount; Schedule 3:13b"
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N11520|Num|Number of returns with refundable child and dependent care credit; Schedule 3:13g
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A11520|Num|Refundable child and dependent care credit; Schedule 3:13g
+"MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N11530|Num|Number of returns with qualified sick and family leave credit for leave taken after March 31, 2021; Schedule 3:13h"
+"MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A11530|Num|Qualified sick and family leave credit for leave taken after March 31, 2021; Schedule 3:13h"
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N10970|Num|Number of returns with recovery rebate credit; 1040:30
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A10970|Num|Recovery rebate credit amount [17]; 1040:30
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N10971|Num|Number of returns with economic impact payment third round;
+"MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A10971|Num|Economic impact payment third round amount [18, 19];"
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N06500|Num|Number of returns with income tax after credits; 1040:22
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A06500|Num|Income tax after credits amount ; 1040:22
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N10300|Num|Number of returns with tax liability; 1040:24
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A10300|Num|Total tax liability amount [20] ; 1040:24
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N85530|Num|Number of returns with additional Medicare tax; 8959:24
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A85530|Num|Additional Medicare tax amount; 8959:24
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N85300|Num|Number of returns with net investment income tax; 8960:17
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A85300|Num|Net investment income tax amount; 8960:17
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N11901|Num|Number of returns with tax due at time of filing; 1040:37
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A11901|Num|Tax due at time of filing amount [21] ; 1040:37
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N11900|Num|Number of returns with total overpayments; 1040:34
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A11900|Num|Total overpayments amount; 1040:34
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N11902|Num|Number of returns with overpayments refunded; 1040:35a
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A11902|Num|Overpayments refunded amount [22] ; 1040:35a
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|N12000|Num|Number of returns with credit to next years estimated tax; 1040:36
+MUZAYAN_GRAM\SQLEXPRESS|IRS|incyallagi21|A12000|Num|Credited to next years estimated tax amount; 1040:36

vg_/csvs/processed/texts_dbtblcolval_df.csv CHANGED Viewed

@@ -1,52 +1,149 @@
-SQL|vg_test01|Course||||None
-SQL|vg_test01|Course|CourseId|nvarchar|14|None
-SQL|vg_test01|Course|CourseId|nvarchar|13|None
-SQL|vg_test01|Course|CourseId|nvarchar|12|None
-SQL|vg_test01|Course|CourseId|nvarchar|11|None
-SQL|vg_test01|Course|CourseId|nvarchar|10|None
-SQL|vg_test01|Course|Name|nvarchar|Literature and Culture|None
-SQL|vg_test01|Course|Name|nvarchar|World History|None
-SQL|vg_test01|Course|Name|nvarchar|Elementary French |None
-SQL|vg_test01|Course|Name|nvarchar|Circuit Analysis|None
-SQL|vg_test01|Course|Name|nvarchar|Calculus|None
-SQL|vg_test01|Course|Teacher|nvarchar|Ellie Bass|None
-SQL|vg_test01|Course|Teacher|nvarchar|Elaine Cabrera|None
-SQL|vg_test01|Course|Teacher|nvarchar|Dominick Pope|None
-SQL|vg_test01|Course|Teacher|nvarchar|Andre Richard|None
-SQL|vg_test01|Course|Teacher|nvarchar|Allison Witt|None
-SQL|vg_test01|Credit||||None
-SQL|vg_test01|Credit|Attempt|nvarchar|2|None
-SQL|vg_test01|Credit|Attempt|nvarchar|1|None
-SQL|vg_test01|Credit|Attempt|nvarchar|3|None
-SQL|vg_test01|Credit|CourseId|nvarchar|21|None
-SQL|vg_test01|Credit|CourseId|nvarchar|22|None
-SQL|vg_test01|Credit|CourseId|nvarchar|13|None
-SQL|vg_test01|Credit|CourseId|nvarchar|15|None
-SQL|vg_test01|Credit|CourseId|nvarchar|2|None
-SQL|vg_test01|Person||||None
-SQL|vg_test01|Person|DateOfBirth|date|1993-08-18|None
-SQL|vg_test01|Person|DateOfBirth|date|2007-12-12|None
-SQL|vg_test01|Person|DateOfBirth|date|1980-04-04|None
-SQL|vg_test01|Person|DateOfBirth|date|1980-08-10|None
-SQL|vg_test01|Person|DateOfBirth|date|1981-09-16|None
-SQL|vg_test01|Person|FirstName|nvarchar|Jerimiah|None
-SQL|vg_test01|Person|FirstName|nvarchar|Aaron|None
-SQL|vg_test01|Person|FirstName|nvarchar|Ali|None
-SQL|vg_test01|Person|FirstName|nvarchar|Bennett|None
-SQL|vg_test01|Person|FirstName|nvarchar|Bruno|None
-SQL|vg_test01|Person|LastName|nvarchar|Hopper|None
-SQL|vg_test01|Person|LastName|nvarchar|Jarvis|None
-SQL|vg_test01|Person|LastName|nvarchar|Mcintyre|None
-SQL|vg_test01|Person|LastName|nvarchar|Witt|None
-SQL|vg_test01|Person|LastName|nvarchar|Browning|None
-SQL|vg_test01|Person|MiddelInitial|nvarchar|I|None
-SQL|vg_test01|Person|MiddelInitial|nvarchar|B|None
-SQL|vg_test01|Person|MiddelInitial|nvarchar|T|None
-SQL|vg_test01|Person|MiddelInitial|nvarchar|P|None
-SQL|vg_test01|Person|MiddelInitial|nvarchar|Q|None
-SQL|vg_test01|Student||||None
-SQL|vg_test01|Student|Email|nvarchar|AbigailPotts@university.com|None
-SQL|vg_test01|Student|Email|nvarchar|AaronWalker@university.com|None
-SQL|vg_test01|Student|Email|nvarchar|AaronPerez@university.com|None
-SQL|vg_test01|Student|Email|nvarchar|AaronDillon@university.com|None
-SQL|vg_test01|Student|Email|nvarchar|AadenWest@university.com|None

+"MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|diabetes|target|int|150|Some value, not sure"
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|iris|target|int|0|Flower name: Setosa
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|iris|target|int|1|Flower name: Virginica
+MUZAYAN_GRAM\SQLEXPRESS|BenchmarkingDb_Smol|iris|target|int|2|Flower name: Versicolor
+"MUZAYAN_GRAM\SQLEXPRESS|Db_Test_01|d_Abalone|Sex||M', 'F', 'I'|If modeling, useful to one-hot-encode"
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|PREGCAT|nvarchar|N|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|PREGCAT|nvarchar|C|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|PREGCAT|nvarchar|B|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|PREGCAT|nvarchar|D|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|PREGCAT|nvarchar|X|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|PREGCAT|nvarchar|-15|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|PREGCAT|nvarchar|A|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXDRGNAM|nvarchar|ATORVASTATIN|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXDRGNAM|nvarchar|LEVOTHYROXINE|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXDRGNAM|nvarchar|LISINOPRIL|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXDRGNAM|nvarchar|METFORMIN|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXDRGNAM|nvarchar|AMLODIPINE|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXDRGNAM|nvarchar|METOPROLOL|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXDRGNAM|nvarchar|-15|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXDRGNAM|nvarchar|ALBUTEROL|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXDRGNAM|nvarchar|OMEPRAZOLE|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXDRGNAM|nvarchar|LOSARTAN|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXDRGNAM|nvarchar|GABAPENTIN|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXDRGNAM|nvarchar|HYDROCHLOROTHIAZIDE|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXDRGNAM|nvarchar|SIMVASTATIN|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXDRGNAM|nvarchar|SERTRALINE|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXDRGNAM|nvarchar|ACETAMINOPHEN-HYDROCODONE|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFORM|nvarchar|TABS|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFORM|nvarchar|CAPS|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFORM|nvarchar|-15|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFORM|nvarchar|TB24|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFORM|nvarchar|SOLN|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFORM|nvarchar|TAB|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFORM|nvarchar|CPDR|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFORM|nvarchar|AERS|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFORM|nvarchar|TBEC|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFORM|nvarchar|SOPN|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFORM|nvarchar|CP24|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFORM|nvarchar|SUSP|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFORM|nvarchar|TBCR|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFORM|nvarchar|STRP|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFORM|nvarchar|MISC|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFRMUNT|nvarchar|EA|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFRMUNT|nvarchar|-15|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFRMUNT|nvarchar|ML|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFRMUNT|nvarchar|GM|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFRMUNT|nvarchar|G|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFRMUNT|nvarchar|-8|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFRMUNT|nvarchar|test strips|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFRMUNT|nvarchar|Pen needles|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFRMUNT|nvarchar|lancets|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFRMUNT|nvarchar|OTHER|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFRMUNT|nvarchar|SRN|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFRMUNT|nvarchar|INH|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFRMUNT|nvarchar|GELC|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFRMUNT|nvarchar|Device|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXFRMUNT|nvarchar|NDL|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXNAME|nvarchar|ATORVASTATIN|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXNAME|nvarchar|LISINOPRIL|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXNAME|nvarchar|METFORMIN|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXNAME|nvarchar|LEVOTHYROXIN|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXNAME|nvarchar|AMLODIPINE|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXNAME|nvarchar|OMEPRAZOLE|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXNAME|nvarchar|LOSARTAN POT|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXNAME|nvarchar|GABAPENTIN|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXNAME|nvarchar|HYDROCHLOROT|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXNAME|nvarchar|SIMVASTATIN|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXNAME|nvarchar|ALBUTEROL|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXNAME|nvarchar|SERTRALINE|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXNAME|nvarchar|METOPROL TAR|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXNAME|nvarchar|METOPROL SUC|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXNAME|nvarchar|FUROSEMIDE|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRENG|nvarchar|-15|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRENG|nvarchar|10|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRENG|nvarchar|20|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRENG|nvarchar|100|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRENG|nvarchar|40|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRENG|nvarchar|50|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRENG|nvarchar|5|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRENG|nvarchar|25|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRENG|nvarchar|500|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRENG|nvarchar|1|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRENG|nvarchar|300|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRENG|nvarchar|75|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRENG|nvarchar|108|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRENG|nvarchar|150|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRENG|nvarchar|200|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRUNT|nvarchar|MG|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRUNT|nvarchar|-15|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRUNT|nvarchar|MCG|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRUNT|nvarchar|%|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRUNT|nvarchar|MCG/ACT|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRUNT|nvarchar|MG/ML|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRUNT|nvarchar|UNIT/ML|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRUNT|nvarchar|UNIT|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRUNT|nvarchar|MEQ|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRUNT|nvarchar|GM|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRUNT|nvarchar|MG/MG|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRUNT|nvarchar|MG/24HR|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRUNT|nvarchar|MG/GM|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRUNT|nvarchar|MCG/ML|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h213a|RXSTRUNT|nvarchar|MCG/HR|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR1X|nvarchar|CIR007|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR1X|nvarchar|END010|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR1X|nvarchar|MUS010|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR1X|nvarchar|END002|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR1X|nvarchar|MBD005|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR1X|nvarchar|END001|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR1X|nvarchar|MBD002|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR1X|nvarchar|MUS006|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR1X|nvarchar|RSP009|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR1X|nvarchar|DIG004|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR1X|nvarchar|NVS016|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR1X|nvarchar|SYM016|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR1X|nvarchar|MUS011|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR1X|nvarchar|INJ067|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR1X|nvarchar|RSP006|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR2X|nvarchar|-1|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR2X|nvarchar|END005|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR2X|nvarchar|MUS038|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR2X|nvarchar|RSP006|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR2X|nvarchar|RSP007|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR2X|nvarchar|SKN007|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR2X|nvarchar|SYM010|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR2X|nvarchar|INF008|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR2X|nvarchar|NVS016|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR2X|nvarchar|SKN005|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR2X|nvarchar|FAC009|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR2X|nvarchar|SKN002|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR2X|nvarchar|INF003|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR2X|nvarchar|INF009|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR2X|nvarchar|INF000|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR3X|nvarchar|-1|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|CCSR3X|nvarchar|INF004|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|ICD10CDX|nvarchar|I10|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|ICD10CDX|nvarchar|-15|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|ICD10CDX|nvarchar|E78|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|ICD10CDX|nvarchar|E11|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|ICD10CDX|nvarchar|F41|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|ICD10CDX|nvarchar|M25|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|ICD10CDX|nvarchar|F32|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|ICD10CDX|nvarchar|J45|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|ICD10CDX|nvarchar|M19|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|ICD10CDX|nvarchar|M54|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|ICD10CDX|nvarchar|K21|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|ICD10CDX|nvarchar|G47|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|ICD10CDX|nvarchar|T78|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|ICD10CDX|nvarchar|M79|
+MUZAYAN_GRAM\SQLEXPRESS|MEPS|h214|ICD10CDX|nvarchar|E07|

vg_/csvs/training_examples.json ADDED Viewed

	@@ -0,0 +1,82 @@

+[
+    {
+        "database": "MEPS",
+        "user_messages": "give me a venn diagram for people with diabetes and those less than 50 years of age, from meps",
+        "example_code": "# Using Server: MUZAYAN_GRAM\\SQLEXPRESS, and database: MEPS.\n#conn = Driver={SQL Server};Server=MUZAYAN_GRAM\\SQLEXPRESS;Database=MEPS;Trusted_Connection=yes;.\n\nimport pandas as pd\nimport matplotlib.pyplot as plt\nfrom matplotlib_venn import venn2\n\n# Query the data\ndiabetes_query = \"\"\"\n    SELECT DUPERSID, DIABDX_M18, AGELAST\n    FROM h216_narrow\n\"\"\"\ndiabetes_df = pd.read_sql(diabetes_query, conn)\n\n# Filter the data\ndiabetes_df = diabetes_df[(diabetes_df['DIABDX_M18'] == '1') | (diabetes_df['DIABDX_M18'] == '2')]\ndiabetes_df = diabetes_df[diabetes_df['AGELAST'].notna()]\ndiabetes_df['DIABDX_M18'] = diabetes_df['DIABDX_M18'].apply(lambda x: True if x == '1' else False)\ndiabetes_df['UNDER_50'] = diabetes_df['AGELAST'].apply(lambda x: True if int(x) < 50 else False)\n\n# Create a venn diagram\ndiabetes_count = diabetes_df['DIABDX_M18'].sum()\nunder_50_count = diabetes_df['UNDER_50'].sum()\nboth_count = ((diabetes_df['DIABDX_M18']) & (diabetes_df['UNDER_50'])).sum()\n\n# Plot the venn diagram\nplt.figure(figsize=(8, 8))\nv = venn2(subsets=(diabetes_count - both_count, under_50_count - both_count, both_count), set_labels=('Diabetes', 'Under 50'))\n\n# Show the plot\nplt.show()"
+    },
+    {
+        "database": "Db_Test_01",
+        "user_messages": "give me a histogram for rings",
+        "example_code": "# Using Server: MUZAYAN_GRAM\\SQLEXPRESS, and database: Db_Test_01.\n#conn = Driver={SQL Server};Server=MUZAYAN_GRAM\\SQLEXPRESS;Database=Db_Test_01;Trusted_Connection=yes;.\n\nimport matplotlib.pyplot as plt\nimport pandas as pd\nimport numpy as np\n\n# Read the 'Rings' column from the 'd_Abalone' table\nrings = pd.read_sql(\"SELECT Rings FROM d_Abalone\", conn)\n\n# Create a histogram with a black edge around the bars\nplt.hist(rings['Rings'], edgecolor='black')\nplt.xlabel('Number of Rings')\nplt.ylabel('Frequency')\nplt.title('Histogram of Abalone Rings')\nplt.show()"
+    },
+    {
+        "database": "Db_Test_01",
+        "user_messages": "give me a histogram for rings; color it red",
+        "example_code": "# Using Server: MUZAYAN_GRAM\\SQLEXPRESS, and database: Db_Test_01.\n#conn = Driver={SQL Server};Server=MUZAYAN_GRAM\\SQLEXPRESS;Database=Db_Test_01;Trusted_Connection=yes;.\n\nimport matplotlib.pyplot as plt\nimport pandas as pd\n\n# Read the 'Rings' column from the 'd_Abalone' table\nrings = pd.read_sql(\"SELECT Rings FROM d_Abalone\", conn)\n\n# Create a histogram with a black edge around the bars and color the bars red\nplt.hist(rings['Rings'], edgecolor='black', color='red')\nplt.xlabel('Number of Rings')\nplt.ylabel('Frequency')\nplt.title('Histogram of Abalone Rings')\nplt.show()"
+    },
+    {
+        "database": "Chinook",
+        "user_messages": "how many artists in the data?",
+        "example_code": "# Using Server: MUZAYAN_GRAM\\SQLEXPRESS, and database: Chinook.\n#conn = Driver={SQL Server};Server=MUZAYAN_GRAM\\SQLEXPRESS;Database=Chinook;Trusted_Connection=yes;.\n\nimport pandas as pd\n\n# Read the Artist table into a Pandas dataframe\nartist_df = pd.read_sql(\"SELECT * FROM Artist\", conn)\n\n# Count the number of artists\nnum_artists = len(artist_df)\n\nprint(f\"There are {num_artists} artists in the data.\")"
+    },
+    {
+        "database": "MEPS",
+        "user_messages": "what is the relationship between income and diabetes, from meps;",
+        "example_code": "# Using Server: MUZAYAN_GRAM\\SQLEXPRESS, and database: MEPS.\n#conn = Driver={SQL Server};Server=MUZAYAN_GRAM\\SQLEXPRESS;Database=MEPS;Trusted_Connection=yes;.\n\nimport pandas as pd\nimport numpy as np\nimport matplotlib.pyplot as plt\nimport seaborn as sns\n\n# Load the h216_narrow table into a pandas dataframe\ndf = pd.read_sql('SELECT * FROM h216_narrow', conn)\n\n# Filter the dataframe to include only rows where DIABDX_M18 is '1' (Diagnosed) or '2' (Not Diagnosed)\ndf = df[df['DIABDX_M18'].isin(['1', '2'])]\n\n# Convert DIABDX_M18 to a categorical variable\ndf['DIABDX_M18'] = df['DIABDX_M18'].astype('category')\ndf['DIABDX_M18'] = df['DIABDX_M18'].cat.rename_categories({'1': 'Diagnosed', '2': 'Not Diagnosed'})\n\n# Plot the distribution of total family income (FAMINC19) by diabetes diagnosis status\nplt.figure(figsize=(10,6))\nsns.boxplot(data=df, x='DIABDX_M18', y='FAMINC19')\nplt.title('Distribution of Total Family Income by Diabetes Diagnosis Status')\nplt.xlabel('Diabetes Diagnosis Status')\nplt.ylabel('Total Family Income')\nplt.show()\n\n# Calculate the mean and standard deviation of total family income by diabetes diagnosis status\ngrouped_df = df.groupby('DIABDX_M18')['FAMINC19'].agg(['mean', 'std'])\nprint(grouped_df)\n\n# Perform a t-test to compare the mean total family income between diagnosed and not diagnosed groups\nfrom scipy.stats import ttest_ind\ndiagnosed_group = df[df['DIABDX_M18'] == 'Diagnosed']['FAMINC19']\nnot_diagnosed_group = df[df['DIABDX_M18'] == 'Not Diagnosed']['FAMINC19']\nt_stat, p_val = ttest_ind(diagnosed_group, not_diagnosed_group)\nprint(f'T-statistic: {t_stat}, p-value: {p_val}')"
+    },
+    {
+        "database": "MEPS",
+        "user_messages": "give me a venn diagram for people with arthritis and with diabetes",
+        "example_code": "# Using Server: MUZAYAN_GRAM\\SQLEXPRESS, and database: MEPS.\n#conn = Driver={SQL Server};Server=MUZAYAN_GRAM\\SQLEXPRESS;Database=MEPS;Trusted_Connection=yes;.\n\nimport pandas as pd\nimport matplotlib.pyplot as plt\nfrom matplotlib_venn import venn2\n\n# Read data from the database\nquery = \"\"\"\n    SELECT DUPERSID, ARTHDX, DIABDX_M18\n    FROM h216_narrow\n    WHERE ARTHDX = '1' OR DIABDX_M18 = '1'\n\"\"\"\ndata = pd.read_sql(query, conn)\n\n# Create a boolean mask for people with arthritis and people with diabetes\nhas_arthritis = data['ARTHDX'] == '1'\nhas_diabetes = data['DIABDX_M18'] == '1'\n\n# Calculate the overlap between the two groups\narthritis_only = len(data[has_arthritis & ~has_diabetes])\ndiabetes_only = len(data[~has_arthritis & has_diabetes])\nboth = len(data[has_arthritis & has_diabetes])\ntotal = len(data)\n\n# Create the Venn diagram\nplt.figure(figsize=(8, 8))\nvenn2(subsets=(arthritis_only, diabetes_only, both), set_labels=('Arthritis', 'Diabetes'))\n\n# Show the total number of patients in the title\nplt.title(f'Venn Diagram of Arthritis and Diabetes (Total: {total})')\n\n# Display the plot\nplt.show()"
+    },
+    {
+        "database": "Db_Test_01",
+        "user_messages": "give me a model to predict rings",
+        "example_code": "# Using Server: MUZAYAN_GRAM\\SQLEXPRESS, and database: Db_Test_01.\n#conn = Driver={SQL Server};Server=MUZAYAN_GRAM\\SQLEXPRESS;Database=Db_Test_01;Trusted_Connection=yes;.\n\n# Import necessary libraries\nimport pandas as pd\nfrom sklearn.model_selection import train_test_split\nfrom sklearn.ensemble import RandomForestRegressor\nfrom sklearn.metrics import mean_squared_error, mean_absolute_error, r2_score\nfrom sklearn.preprocessing import OneHotEncoder\n\n# Load the data from the MS SQL database\ndf = pd.read_sql('SELECT * FROM d_Abalone', conn)\n\n# One-hot-encode the Sex column\ndf = pd.get_dummies(df, columns=['Sex'])\n\n# Define features (X) and target (y)\nX = df.drop(['Rings'], axis=1)\ny = df['Rings']\n\n# Split the data into training and testing sets\nX_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)\n\n# Create and train a random forest regressor model\nmodel = RandomForestRegressor(n_estimators=100, random_state=42)\nmodel.fit(X_train, y_train)\n\n# Make predictions on the test set\ny_pred = model.predict(X_test)\n\n# Calculate performance metrics\nmse = mean_squared_error(y_test, y_pred)\nmae = mean_absolute_error(y_test, y_pred)\nr2 = r2_score(y_test, y_pred)\n\n# Print performance metrics\nprint(f\"Mean Squared Error: {mse:.2f}\")\nprint(f\"Mean Absolute Error: {mae:.2f}\")\nprint(f\"R2 Score: {r2:.2f}\")"
+    },
+    {
+        "database": "BenchmarkingDb_Smol",
+        "user_messages": "give me a model to predict iris",
+        "example_code": "# Using Server: MUZAYAN_GRAM\\SQLEXPRESS, and database: BenchmarkingDb_Smol.\n#conn = Driver={SQL Server};Server=MUZAYAN_GRAM\\SQLEXPRESS;Database=BenchmarkingDb_Smol;Trusted_Connection=yes;.\n\n# Import necessary libraries\nimport pandas as pd\nfrom sklearn.model_selection import train_test_split\nfrom sklearn.preprocessing import StandardScaler\nfrom sklearn.ensemble import RandomForestClassifier\nfrom sklearn.metrics import accuracy_score, classification_report, confusion_matrix\n\n# Load the iris dataset from the database\niris_data = pd.read_sql(\"SELECT * FROM iris\", conn)\n\n# Define the features (X) and the target variable (y)\nX = iris_data[['sepal length (cm)', 'sepal width (cm)', 'petal length (cm)', 'petal width (cm)']]\ny = iris_data['target']\n\n# Split the data into training and testing sets\nX_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)\n\n# Standardize the features\nscaler = StandardScaler()\nX_train = scaler.fit_transform(X_train)\nX_test = scaler.transform(X_test)\n\n# Train a random forest classifier on the training data\nrfc = RandomForestClassifier(n_estimators=100, random_state=42)\nrfc.fit(X_train, y_train)\n\n# Make predictions on the test data\ny_pred = rfc.predict(X_test)\n\n# Evaluate the model's performance\nprint(\"Accuracy:\", accuracy_score(y_test, y_pred))\nprint(\"Classification Report:\")\nprint(classification_report(y_test, y_pred))\nprint(\"Confusion Matrix:\")\nprint(confusion_matrix(y_test, y_pred))"
+    },
+    {
+        "database": "MEPS",
+        "user_messages": "how many diabetics in meps?",
+        "example_code": "# Using Server: MUZAYAN_GRAM\\SQLEXPRESS, and database: MEPS.\n#conn = Driver={SQL Server};Server=MUZAYAN_GRAM\\SQLEXPRESS;Database=MEPS;Trusted_Connection=yes;.\n\n# Import necessary libraries\nimport pandas as pd\n\n# Query the database to count the number of diabetics\nquery = \"\"\"\n    SELECT COUNT(DUPERSID) \n    FROM h216_narrow \n    WHERE DIABDX_M18 = '1' \n\"\"\"\n# Read the query results into a pandas DataFrame\ndf = pd.read_sql(query, conn)\n\n# Print the number of diabetics in the database\nprint(\"Number of diabetics in MEPS:\", df.iloc[0, 0])"
+    },
+    {
+        "database": "MEPS",
+        "user_messages": "give me the pmpm total healthcare cost from meps for diabetics",
+        "example_code": "# Using Server: MUZAYAN_GRAM\\SQLEXPRESS, and database: MEPS.\n#conn = Driver={SQL Server};Server=MUZAYAN_GRAM\\SQLEXPRESS;Database=MEPS;Trusted_Connection=yes;.\n\n# Import necessary libraries\nimport pandas as pd\n\n# Query the database to get the total healthcare cost for diabetics\nquery = \"\"\"\n    SELECT SUM(TOTEXP19) as total_cost, COUNT(DUPERSID) as total_diabetics \n    FROM h216_narrow \n    WHERE DIABDX_M18 = '1' \n\"\"\"\n# Read the query results into a pandas DataFrame\ndf = pd.read_sql(query, conn)\n\n# Calculate the PMPM total healthcare cost for diabetics\ntotal_cost = df['total_cost'].iloc[0]\ntotal_diabetics = df['total_diabetics'].iloc[0]\npmpm_cost = (total_cost / total_diabetics) / 12  # Assuming 12 months in a year\n\n# Print the PMPM total healthcare cost for diabetics\nprint(\"PMPM total healthcare cost for diabetics in MEPS: $\", round(pmpm_cost, 2))"
+    },
+    {
+        "database": "Chinook",
+        "user_messages": "from the chinook db, can you plot the number of customers by country on a map, and color code it by number of customers (white for few, and green for more)?",
+        "example_code": "# Using Server: MUZAYAN_GRAM\\SQLEXPRESS, and database: Chinook.\n#conn = Driver={SQL Server};Server=MUZAYAN_GRAM\\SQLEXPRESS;Database=Chinook;Trusted_Connection=yes;.\n\nimport pandas as pd\nimport plotly.graph_objects as go\n\n# Read the Customer table into a Pandas dataframe\ncustomer_df = pd.read_sql(\"SELECT Country FROM Customer\", conn)\n\n# Group the customers by country and count the number of customers\ncountry_counts = customer_df['Country'].value_counts().reset_index()\ncountry_counts.columns = ['Country', 'Count']\n\n# Use plotly to create a choropleth map\nfig = go.Figure(data=go.Choropleth(\n    locations=country_counts['Country'], # Spatial coordinates\n    z = country_counts['Count'], # Data to display\n    locationmode = 'country names',\n    colorscale=[[0, \"rgba(255, 255, 255, 1)\"], [1, \"rgba(0, 128, 0, 1)\"]],\n    colorbar_title = \"Number of customers\"\n    ))\n\nfig.update_layout(\n        title_text='Number of Customers by Country',\n        geo_scope='world',\n    )\n\nfig.show()"
+    },
+    {
+        "database": "Db_Test_01",
+        "user_messages": "For the Abalone dataset, give me the count of Rings > 10.",
+        "example_code": "# Using Server: MUZAYAN_GRAM\\SQLEXPRESS, and database: Db_Test_01.\n#conn = Driver={SQL Server};Server=MUZAYAN_GRAM\\SQLEXPRESS;Database=Db_Test_01;Trusted_Connection=yes;.\n\nimport pandas as pd\n\n# Read the 'Rings' column from the 'd_Abalone' table where Rings > 10\nrings_over_10 = pd.read_sql(\"SELECT count(*) as count FROM d_Abalone WHERE Rings > 10\", conn)\n\n# Print the result\nprint(rings_over_10['count'].iloc[0])"
+    },
+    {
+        "database": "MEPS",
+        "user_messages": "give me the top 10 drugs (in terms of cost) taken by those with diabetes, from meps",
+        "example_code": "# Using Server: MUZAYAN_GRAM\\SQLEXPRESS, and database: MEPS.\n#conn = Driver={SQL Server};Server=MUZAYAN_GRAM\\SQLEXPRESS;Database=MEPS;Trusted_Connection=yes;.\n\n# Import necessary libraries\nimport pandas as pd\n\n# Query the database to get top 10 drugs taken by diabetics\nquery = \"\"\"\n    SELECT TOP 10 RXDRGNAM, SUM(RXEXP19) as Total_Cost\n    FROM h213a\n    INNER JOIN h216_narrow ON h213a.DUPERSID = h216_narrow.DUPERSID\n    WHERE h216_narrow.DIABDX_M18 = '1'\n    GROUP BY RXDRGNAM\n    ORDER BY Total_Cost DESC\n\"\"\"\n\n# Read the query results into a pandas DataFrame\ndf = pd.read_sql(query, conn)\n\n# Print the top 10 drugs taken by diabetics\nprint(\"Top 10 drugs taken by diabetics in MEPS:\")\ndf"
+    },
+    {
+        "database": "MEPS",
+        "user_messages": "give me the top 10 drugs (in terms of cost) taken by those with diabetes, from meps; express in a pie chart",
+        "example_code": "# Using Server: MUZAYAN_GRAM\\SQLEXPRESS, and database: MEPS.\n#conn = Driver={SQL Server};Server=MUZAYAN_GRAM\\SQLEXPRESS;Database=MEPS;Trusted_Connection=yes;.\n\n# Import necessary libraries\nimport pandas as pd\nimport matplotlib.pyplot as plt\n\n# Query the database to get top 10 drugs taken by diabetics\nquery = \"\"\"\n    SELECT TOP 10 RXDRGNAM, SUM(RXEXP19) as Total_Cost\n    FROM h213a\n    INNER JOIN h216_narrow ON h213a.DUPERSID = h216_narrow.DUPERSID\n    WHERE h216_narrow.DIABDX_M18 = '1'\n    GROUP BY RXDRGNAM\n    ORDER BY Total_Cost DESC\n\"\"\"\n\n# Read the query results into a pandas DataFrame\ndf = pd.read_sql(query, conn)\n\n# Print the top 10 drugs taken by diabetics\nprint(\"Top 10 drugs taken by diabetics in MEPS:\")\ndf\n\n# Plot a pie chart to visualize the top 10 drugs taken by diabetics\nplt.figure(figsize=(10,8))\nplt.pie(df['Total_Cost'], labels = df['RXDRGNAM'], autopct='%1.1f%%', textprops={'fontsize': 10})\nplt.title('Top 10 Drugs Taken by Diabetics in MEPS')\nplt.show()"
+    },
+    {
+        "database": "MEPS",
+        "user_messages": "what are the top 10 drugs, by cost, for people that have arthritis. Use meps; Re-trying...; for cost, use sum of RXSF19X, RXOF19X, RXOT19X and RXPV19X",
+        "example_code": "# Using Server: MUZAYAN_GRAM\\SQLEXPRESS, and database: MEPS.\n#conn = Driver={SQL Server};Server=MUZAYAN_GRAM\\SQLEXPRESS;Database=MEPS;Trusted_Connection=yes;.\n\n# Import necessary libraries\nimport pandas as pd\n\n# Query the database to get top 10 drugs taken by people with arthritis\nquery = \"\"\"\n    SELECT TOP 10 h213a.RXDRGNAM, SUM(h213a.RXSF19X + h213a.RXOF19X + h213a.RXOT19X + h213a.RXPV19X) as Total_Cost\n    FROM h213a\n    INNER JOIN h216_narrow ON h213a.DUPERSID = h216_narrow.DUPERSID\n    WHERE h216_narrow.ARTHDX = '1'\n    GROUP BY h213a.RXDRGNAM\n    ORDER BY Total_Cost DESC\n\"\"\"\n\n# Read the query results into a pandas DataFrame\ndf = pd.read_sql(query, conn)\n\n# Print the top 10 drugs taken by people with arthritis\nprint(\"Top 10 drugs taken by people with arthritis in MEPS:\")\ndf"
+    },
+    {
+        "database": "MEPS",
+        "user_messages": "give me the top 10 drugs, in terms of amount paid by insurance, for individuals with diabetes.",
+        "example_code": "# Using Server: MUZAYAN_GRAM\\SQLEXPRESS, and database: MEPS.\n#conn = Driver={SQL Server};Server=MUZAYAN_GRAM\\SQLEXPRESS;Database=MEPS;Trusted_Connection=yes;.\n\n# Import necessary libraries\nimport pandas as pd\n\n# Query the database to get top 10 drugs taken by diabetics\nquery = \"\"\"\n    SELECT TOP 10 h213a.RXDRGNAM, SUM(h213a.RXPV19X+RXOF19X+RXOT19X+RXMR19X+RXSL19X) as Total_Paid\n    FROM h213a\n    INNER JOIN h216_narrow ON h213a.DUPERSID = h216_narrow.DUPERSID\n    WHERE h216_narrow.DIABDX_M18 = '1'\n    GROUP BY h213a.RXDRGNAM\n    ORDER BY Total_Paid DESC\n\"\"\"\n\n# Read the query results into a pandas DataFrame\ndf = pd.read_sql(query, conn)\n\n# Print the top 10 drugs taken by diabetics\nprint(\"Top 10 drugs taken by diabetics in MEPS, in terms of amount paid by insurance:\")\ndf"
+    }
+]

vg_/csvs/~$VerbaGPT-GEM.xlsm ADDED Viewed

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