from pharmadata import pharmaversesdtm
meta = pharmaversesdtm.meta('dm_neuro')
print(f"Rows: {meta.number_rows:,} Columns: {meta.number_columns}")Rows: 15 Columns: 28dm_neuro
dm_neuro
Demographic Dataset-neuro
Variables
Show variable specs
shape: (28, 5)
| variable | label | type | mandatory | role |
|---|---|---|---|---|
| str | str | str | null | null |
| "STUDYID" | "Study Identifier" | "String" | null | null |
| "DOMAIN" | "Domain Abbreviation" | "String" | null | null |
| "USUBJID" | "Unique Subject Identifier" | "String" | null | null |
| "SUBJID" | "Subject Identifier for the Study" | "String" | null | null |
| "RFSTDTC" | "Subject Reference Start Date/Time" | "String" | null | null |
| "RFENDTC" | "Subject Reference End Date/Time" | "String" | null | null |
| "RFXSTDTC" | "Date/Time of First Study Treatment" | "String" | null | null |
| "RFXENDTC" | "Date/Time of Last Study Treatment" | "String" | null | null |
| "RFICDTC" | "Date/Time of Informed Consent" | "String" | null | null |
| "RFPENDTC" | "Date/Time of End of Participation" | "String" | null | null |
| "DTHDTC" | "Date/Time of Death" | "String" | null | null |
| "DTHFL" | "Subject Death Flag" | "String" | null | null |
| "SITEID" | "Study Site Identifier" | "String" | null | null |
| "BRTHDTC" | "Date/Time of Birth" | "String" | null | null |
| "AGE" | "Age" | "Float64" | null | null |
| "AGEU" | "Age Units" | "String" | null | null |
| "SEX" | "Sex" | "String" | null | null |
| "RACE" | "Race" | "String" | null | null |
| "ETHNIC" | "Ethnicity" | "String" | null | null |
| "ARMCD" | "Planned Arm Code" | "String" | null | null |
| "ARM" | "Description of Planned Arm" | "String" | null | null |
| "ACTARMCD" | "Actual Arm Code" | "String" | null | null |
| "ACTARM" | "Description of Actual Arm" | "String" | null | null |
| "COUNTRY" | "Country" | "String" | null | null |
| "DMDTC" | "Date/Time of Collection" | "String" | null | null |
| "DMDY" | "Study Day of Collection" | "Float64" | null | null |
| "ARMNRS" | "Reason Arm and/or Actual Arm is Null" | "String" | null | null |
| "ACTARMUD" | "Description of Unplanned Actual Arm" | "String" | null | null |
Examples
from great_docs import tbl_explorer
from pharmadata import pharmaversesdtm
tbl_explorer(pharmaversesdtm.dm_neuro.head(10))PolarsRows10Columns28 | ||||||||||||||||||||||||||||
STUDYID str |
DOMAIN str |
USUBJID str |
SUBJID str |
RFSTDTC str |
RFENDTC str |
RFXSTDTC str |
RFXENDTC str |
RFICDTC str |
RFPENDTC str |
DTHDTC str |
DTHFL str |
SITEID str |
BRTHDTC str |
AGE f64 |
AGEU str |
SEX str |
RACE str |
ETHNIC str |
ARMCD str |
ARM str |
ACTARMCD str |
ACTARM str |
COUNTRY str |
DMDTC str |
DMDY f64 |
ARMNRS str |
ACTARMUD str |
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | CDISCPILOT01 | DM | 01-701-1015 | 1015 | 2014-01-02 | 2014-07-02 | 2014-01-02 | 2014-07-02 | 2013-12-31 | 2014-07-02T11:45 | None | None | 701 | 1950-12-26 | 63 | YEARS | F | WHITE | HISPANIC OR LATINO | Pbo | Placebo | Pbo | Placebo | USA | 2013-12-26 | -7 | None | None |
| 1 | CDISCPILOT01 | DM | 01-701-1023 | 1023 | 2012-08-05 | 2012-09-02 | 2012-08-05 | 2012-09-01 | 2012-08-03 | 2013-02-18 | None | None | 701 | 1948-07-22 | 64 | YEARS | M | WHITE | HISPANIC OR LATINO | Pbo | Placebo | Pbo | Placebo | USA | 2012-07-22 | -14 | None | None |
| 2 | CDISCPILOT01 | DM | 01-701-1028 | 1028 | 2013-07-19 | 2014-01-14 | None | None | 2013-07-17 | 2014-01-14T11:10 | None | None | 701 | 1942-07-11 | 71 | YEARS | M | WHITE | NOT HISPANIC OR LATINO | None | None | None | None | USA | 2013-07-11 | -8 | Observational Study | None |
| 3 | CDISCPILOT01 | DM | 01-701-1034 | 1034 | 2014-07-01 | 2014-12-30 | 2014-07-01 | 2014-12-30 | 2014-06-29 | 2014-12-30T09:50 | None | None | 701 | 1937-06-24 | 77 | YEARS | F | WHITE | NOT HISPANIC OR LATINO | Xan_Hi | Xanomeline High Dose | Xan_Hi | Xanomeline High Dose | USA | 2014-06-24 | -7 | None | None |
| 4 | CDISCPILOT01 | DM | 01-701-1146 | 1146 | 2013-05-20 | 2013-06-30 | 2013-05-20 | 2013-06-26 | 2013-05-18 | 2013-07-15 | None | None | 701 | 1938-05-07 | 75 | YEARS | F | WHITE | NOT HISPANIC OR LATINO | Xan_Hi | Xanomeline High Dose | Xan_Hi | Xanomeline High Dose | USA | 2013-05-07 | -13 | None | None |
| 5 | CDISCPILOT01 | DM | 01-701-1153 | 1153 | 2013-09-23 | 2014-04-01 | 2013-09-23 | 2014-03-16 | 2013-09-21 | 2014-04-01T14:25 | None | None | 701 | 1934-09-06 | 79 | YEARS | F | WHITE | NOT HISPANIC OR LATINO | Pbo | Placebo | Pbo | Placebo | USA | 2013-09-06 | -17 | None | None |
| 6 | CDISCPILOT01 | DM | 01-701-1181 | 1181 | 2013-12-05 | 2013-12-12 | None | None | 2013-12-03 | 2014-05-23 | None | None | 701 | 1934-11-26 | 79 | YEARS | F | WHITE | NOT HISPANIC OR LATINO | None | None | None | None | USA | 2013-11-26 | -9 | Observational Study | None |
| 7 | CDISCPILOT01 | DM | 01-701-1234 | 1234 | 2013-03-30 | 2013-09-22 | 2013-03-30 | 2013-09-22 | 2013-03-28 | 2013-09-22T09:25 | None | None | 701 | 1944-03-20 | 69 | YEARS | M | WHITE | NOT HISPANIC OR LATINO | Pbo | Placebo | Pbo | Placebo | USA | 2013-03-20 | -10 | None | None |
| 8 | CDISCPILOT01 | DM | 01-701-1275 | 1275 | 2014-02-07 | 2014-06-14 | 2014-02-07 | 2014-05-31 | 2014-02-05 | 2014-06-14T12:35 | None | None | 701 | 1953-01-25 | 61 | YEARS | M | AMERICAN INDIAN OR ALASKA NATIVE | NOT HISPANIC OR LATINO | Xan_Hi | Xanomeline High Dose | Xan_Hi | Xanomeline High Dose | USA | 2014-01-25 | -13 | None | None |
| 9 | CDISCPILOT01 | DM | 01-701-1302 | 1302 | 2013-08-29 | 2013-11-05 | 2013-08-29 | 2013-11-05 | 2013-08-27 | 2014-02-13 | None | None | 701 | 1952-08-20 | 61 | YEARS | M | WHITE | NOT HISPANIC OR LATINO | Xan_Hi | Xanomeline High Dose | Xan_Hi | Xanomeline High Dose | USA | 2013-08-20 | -9 | None | None |