from pharmadata import pharmaverseadam
meta = pharmaverseadam.meta('adface_vaccine')
print(f"Rows: {meta.number_rows:,} Columns: {meta.number_columns}")Rows: 371 Columns: 61adface_vaccine
adface_vaccine
Findings About Clinical Events Analysis
Structure: One or more records per subject per analysis parameter per analysis timepoint
Variables
Show variable specs
shape: (61, 5)
| variable | label | type | mandatory | role |
|---|---|---|---|---|
| str | str | str | str | str |
| "STUDYID" | "Study Identifier" | "String" | "Yes" | "Identifier Variables for BDS Datasets" |
| "USUBJID" | "Unique Subject Identifier" | "String" | "Yes" | "Identifier Variables for BDS Datasets" |
| "SUBJID" | "Subject Identifier for the Study" | "String" | "No" | "Identifier Variables for BDS Datasets" |
| "SITEID" | "Study Site Identifier" | "Float64" | "No" | "Identifier Variables for BDS Datasets" |
| "AGE" | "Age" | "Float64" | "No" | "ADSL Subject Demographics Variables" |
| "AGEU" | "Age Units" | "String" | "No" | "ADSL Subject Demographics Variables" |
| "SEX" | "Sex" | "String" | "No" | "ADSL Subject Demographics Variables" |
| "RACE" | "Race" | "String" | "No" | "ADSL Subject Demographics Variables" |
| "SAFFL" | "Safety Population Flag" | "String" | "No" | "ADSL Population Indicator Variables" |
| "ARM" | "Description of Planned Arm" | "String" | "No" | "ADSL Treatment Variables" |
| "ARMCD" | "Planned Arm Code" | "String" | "No" | null |
| "ACTARM" | "Description of Actual Arm" | "String" | "No" | "ADSL Treatment Variables" |
| "ACTARMCD" | "Actual Arm Code" | "String" | "No" | null |
| "TRTP" | "Planned Treatment" | "String" | "No" | "Record-Level Treatment Variables for BDS Datasets" |
| "TRTA" | "Actual Treatment" | "String" | "No" | "Record-Level Treatment Variables for BDS Datasets" |
| "TRT01P" | "Planned Treatment for Period 01" | "String" | "No" | null |
| "TRT01A" | "Actual Treatment for Period 01" | "String" | "No" | null |
| "TRT02P" | "Planned Treatment for Period 02" | "String" | "No" | null |
| "TRT02A" | "Actual Treatment for Period 02" | "String" | "No" | null |
| "TRTSDT" | "Date of First Exposure to Treatment" | "Date" | "No" | "ADSL Treatment Timing Variables" |
| "TRTSDTM" | "Datetime of First Exposure to Treatment" | "Datetime" | "No" | "ADSL Treatment Timing Variables" |
| "TRTEDT" | "Date of Last Exposure to Treatment" | "Date" | "No" | "ADSL Treatment Timing Variables" |
| "TRTEDTM" | "Datetime of Last Exposure to Treatment" | "Datetime" | "No" | "ADSL Treatment Timing Variables" |
| "APERSDT" | "Period Start Date" | "Date" | "No" | "Period, Subperiod, and Phase Start and End Timing Variables" |
| "APEREDT" | "Period End Date" | "Date" | "No" | "Period, Subperiod, and Phase Start and End Timing Variables" |
| "ADT" | "Analysis Date" | "Date" | "No" | "Timing Variables for BDS Datasets" |
| "ADTM" | "Analysis Datetime" | "Datetime" | "No" | "Timing Variables for BDS Datasets" |
| "ADY" | "Analysis Relative Day" | "Float64" | "No" | "Timing Variables for BDS Datasets" |
| "ATPT" | "Analysis Timepoint" | "String" | "No" | "Timing Variables for BDS Datasets" |
| "ATPTN" | "Analysis Timepoint (N)" | "Float64" | "No" | "Timing Variables for BDS Datasets" |
| "ATPTREF" | "Analysis Timepoint Reference" | "String" | "No" | "Timing Variables for BDS Datasets" |
| "APERIOD" | "Period" | "Int32" | "No" | "Timing Variables for BDS Datasets" |
| "PARAM" | "Parameter" | "String" | "Yes" | "Analysis Parameter Variables for BDS Datasets" |
| "PARAMCD" | "Parameter Code" | "String" | "Yes" | "Analysis Parameter Variables for BDS Datasets" |
| "PARAMN" | "Parameter (N)" | "Float64" | "No" | "Analysis Parameter Variables for BDS Datasets" |
| "PARCAT1" | "Parameter Category 1" | "String" | "No" | null |
| "PARCAT2" | "Parameter Category 2" | "String" | "No" | null |
| "AVAL" | "Analysis Value" | "Float64" | "No" | "Analysis Parameter Variables for BDS Datasets" |
| "AVALC" | "Analysis Value (C)" | "String" | "No" | "Analysis Parameter Variables for BDS Datasets" |
| "ANL01FL" | "Analysis Flag 01" | "String" | "No" | null |
| "ANL02FL" | "Analysis Flag 02" | "String" | "No" | null |
| "ANL03FL" | "Analysis Flag 03" | "String" | "No" | null |
| "FATEST" | "Findings About Test Name" | "String" | "No" | null |
| "FALNKID" | "Link ID" | "String" | "No" | null |
| "FALNKGRP" | "Link Group ID" | "String" | "No" | null |
| "FATESTCD" | "Findings About Test Short Name" | "String" | "No" | null |
| "FAOBJ" | "Object of the Observation" | "String" | "No" | null |
| "FASTAT" | "Completion Status" | "String" | "No" | null |
| "FAREASND" | "Reason Not Performed" | "String" | "No" | null |
| "FAEVAL" | "Evaluator" | "String" | "No" | null |
| "EPOCH" | "Epoch" | "String" | "No" | null |
| "FAEVINTX" | "Evaluation Interval Text" | "String" | "No" | null |
| "EXDOSE" | "Dose" | "Float64" | "No" | null |
| "EXTRT" | "Name of Treatment" | "String" | "No" | null |
| "EXSTDTC" | "Start Date/Time of Treatment" | "String" | "No" | null |
| "EXENDTC" | "End Date/Time of Treatment" | "String" | "No" | null |
| "FAORRES" | "Result or Finding in Original Units" | "String" | "No" | null |
| "VAX01DT" | "Vaccination Date 01" | "Date" | "No" | null |
| "VAX02DT" | "Vaccination Date 02" | "Date" | "No" | null |
| "EVENTFL" | "Event Value Flag" | "String" | "No" | null |
| "EVENTDFL" | "Day Event Value Flag" | "String" | "No" | null |
Examples
from great_docs import tbl_explorer
from pharmadata import pharmaverseadam
tbl_explorer(pharmaverseadam.adface_vaccine.head(10))PolarsRows10Columns61 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
STUDYID str |
USUBJID str |
SUBJID str |
SITEID f64 |
AGE f64 |
AGEU str |
SEX str |
RACE str |
SAFFL str |
ARM str |
ARMCD str |
ACTARM str |
ACTARMCD str |
TRTP str |
TRTA str |
TRT01P str |
TRT01A str |
TRT02P str |
TRT02A str |
TRTSDT date |
TRTSDTM dtime |
TRTEDT date |
TRTEDTM dtime |
APERSDT date |
APEREDT date |
ADT date |
ADTM dtime |
ADY f64 |
ATPT str |
ATPTN f64 |
ATPTREF str |
APERIOD i32 |
PARAM str |
PARAMCD str |
PARAMN f64 |
PARCAT1 str |
PARCAT2 str |
AVAL f64 |
AVALC str |
ANL01FL str |
ANL02FL str |
ANL03FL str |
FATEST str |
FALNKID str |
FALNKGRP str |
FATESTCD str |
FAOBJ str |
FASTAT str |
FAREASND str |
FAEVAL str |
EPOCH str |
FAEVINTX str |
EXDOSE f64 |
EXTRT str |
EXSTDTC str |
EXENDTC str |
FAORRES str |
VAX01DT date |
VAX02DT date |
EVENTFL str |
EVENTDFL str |
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | ABC | ABC-1001 | 1001 | 1001 | 74 | YEARS | F | WHITE | Y | VACCINE A VACCINE B | VAXAB | VACCINE A VACCINE B | VAXAB | VACCINE A | VACCINE A | VACCINE A | VACCINE A | VACCINE B | VACCINE B | 2021-11-03 | 2021-11-03 10:50:00+00:00 | 2021-12-30 | 2021-12-30 09:10:00+00:00 | 2021-11-03 | 2021-12-29 | 2021-11-04 | 2021-11-04 18:01:09+00:00 | 2 | DAY 2 | 2 | VACCINATION 1 | 1 | Redness severity/intensity deltoid muscle left | SEVREDN | 1 | REACTOGENICITY | ADMINISTRATION SITE | 2 | MODERATE | Y | Y | Y | None | None | None | None | None | None | None | None | VACCINATION 1 | None | 1 | VACCINE A | 2021-11-03T10:50:00 | 2021-11-03T10:50:00 | None | 2021-11-03 | 2021-12-30 | Y | Y |
| 1 | ABC | ABC-1001 | 1001 | 1001 | 74 | YEARS | F | WHITE | Y | VACCINE A VACCINE B | VAXAB | VACCINE A VACCINE B | VAXAB | VACCINE A | VACCINE A | VACCINE A | VACCINE A | VACCINE B | VACCINE B | 2021-11-03 | 2021-11-03 10:50:00+00:00 | 2021-12-30 | 2021-12-30 09:10:00+00:00 | 2021-11-03 | 2021-12-29 | 2021-11-03 | 2021-11-03 18:00:23+00:00 | 1 | DAY 1 | 1 | VACCINATION 1 | 1 | Swelling severity/intensity deltoid muscle left | SEVSWEL | 22 | REACTOGENICITY | ADMINISTRATION SITE | 0 | NONE | Y | None | None | None | None | None | None | None | None | None | None | VACCINATION 1 | None | 1 | VACCINE A | 2021-11-03T10:50:00 | 2021-11-03T10:50:00 | None | 2021-11-03 | 2021-12-30 | Y | N |
| 2 | ABC | ABC-1001 | 1001 | 1001 | 74 | YEARS | F | WHITE | Y | VACCINE A VACCINE B | VAXAB | VACCINE A VACCINE B | VAXAB | VACCINE A | VACCINE A | VACCINE A | VACCINE A | VACCINE B | VACCINE B | 2021-11-03 | 2021-11-03 10:50:00+00:00 | 2021-12-30 | 2021-12-30 09:10:00+00:00 | 2021-11-03 | 2021-12-29 | 2021-11-04 | 2021-11-04 18:01:09+00:00 | 2 | DAY 2 | 2 | VACCINATION 1 | 1 | Swelling severity/intensity deltoid muscle left | SEVSWEL | 22 | REACTOGENICITY | ADMINISTRATION SITE | 2 | MODERATE | Y | Y | Y | None | None | None | None | None | None | None | None | VACCINATION 1 | None | 1 | VACCINE A | 2021-11-03T10:50:00 | 2021-11-03T10:50:00 | None | 2021-11-03 | 2021-12-30 | Y | Y |
| 3 | ABC | ABC-1001 | 1001 | 1001 | 74 | YEARS | F | WHITE | Y | VACCINE A VACCINE B | VAXAB | VACCINE A VACCINE B | VAXAB | VACCINE A | VACCINE A | VACCINE A | VACCINE A | VACCINE B | VACCINE B | 2021-11-03 | 2021-11-03 10:50:00+00:00 | 2021-12-30 | 2021-12-30 09:10:00+00:00 | 2021-11-03 | 2021-12-29 | 2021-11-05 | 2021-11-05 19:04:07+00:00 | 3 | DAY 3 | 3 | VACCINATION 1 | 1 | Swelling severity/intensity deltoid muscle left | SEVSWEL | 22 | REACTOGENICITY | ADMINISTRATION SITE | 1 | MILD | Y | None | None | None | None | None | None | None | None | None | None | FOLLOW-UP | None | 1 | VACCINE A | 2021-11-03T10:50:00 | 2021-11-03T10:50:00 | None | 2021-11-03 | 2021-12-30 | Y | Y |
| 4 | ABC | ABC-1001 | 1001 | 1001 | 74 | YEARS | F | WHITE | Y | VACCINE A VACCINE B | VAXAB | VACCINE A VACCINE B | VAXAB | VACCINE A | VACCINE A | VACCINE A | VACCINE A | VACCINE B | VACCINE B | 2021-11-03 | 2021-11-03 10:50:00+00:00 | 2021-12-30 | 2021-12-30 09:10:00+00:00 | 2021-11-03 | 2021-12-29 | 2021-11-06 | 2021-11-06 18:00:33+00:00 | 4 | DAY 4 | 4 | VACCINATION 1 | 1 | Swelling severity/intensity deltoid muscle left | SEVSWEL | 22 | REACTOGENICITY | ADMINISTRATION SITE | 1 | MILD | Y | None | None | None | None | None | None | None | None | None | None | FOLLOW-UP | None | 1 | VACCINE A | 2021-11-03T10:50:00 | 2021-11-03T10:50:00 | None | 2021-11-03 | 2021-12-30 | Y | Y |
| 5 | ABC | ABC-1001 | 1001 | 1001 | 74 | YEARS | F | WHITE | Y | VACCINE A VACCINE B | VAXAB | VACCINE A VACCINE B | VAXAB | VACCINE A | VACCINE A | VACCINE A | VACCINE A | VACCINE B | VACCINE B | 2021-11-03 | 2021-11-03 10:50:00+00:00 | 2021-12-30 | 2021-12-30 09:10:00+00:00 | 2021-11-03 | 2021-12-29 | 2021-11-07 | 2021-11-07 18:01:25+00:00 | 5 | DAY 5 | 5 | VACCINATION 1 | 1 | Swelling severity/intensity deltoid muscle left | SEVSWEL | 22 | REACTOGENICITY | ADMINISTRATION SITE | 1 | MILD | Y | None | None | None | None | None | None | None | None | None | None | FOLLOW-UP | None | 1 | VACCINE A | 2021-11-03T10:50:00 | 2021-11-03T10:50:00 | None | 2021-11-03 | 2021-12-30 | Y | Y |
| 6 | ABC | ABC-1001 | 1001 | 1001 | 74 | YEARS | F | WHITE | Y | VACCINE A VACCINE B | VAXAB | VACCINE A VACCINE B | VAXAB | VACCINE A | VACCINE A | VACCINE A | VACCINE A | VACCINE B | VACCINE B | 2021-11-03 | 2021-11-03 10:50:00+00:00 | 2021-12-30 | 2021-12-30 09:10:00+00:00 | 2021-11-03 | 2021-12-29 | 2021-11-08 | 2021-11-08 18:00:26+00:00 | 6 | DAY 6 | 6 | VACCINATION 1 | 1 | Swelling severity/intensity deltoid muscle left | SEVSWEL | 22 | REACTOGENICITY | ADMINISTRATION SITE | 1 | MILD | Y | None | None | None | None | None | None | None | None | None | None | FOLLOW-UP | None | 1 | VACCINE A | 2021-11-03T10:50:00 | 2021-11-03T10:50:00 | None | 2021-11-03 | 2021-12-30 | Y | Y |
| 7 | ABC | ABC-1001 | 1001 | 1001 | 74 | YEARS | F | WHITE | Y | VACCINE A VACCINE B | VAXAB | VACCINE A VACCINE B | VAXAB | VACCINE A | VACCINE A | VACCINE A | VACCINE A | VACCINE B | VACCINE B | 2021-11-03 | 2021-11-03 10:50:00+00:00 | 2021-12-30 | 2021-12-30 09:10:00+00:00 | 2021-11-03 | 2021-12-29 | 2021-11-09 | 2021-11-09 18:08:04+00:00 | 7 | DAY 7 | 7 | VACCINATION 1 | 1 | Swelling severity/intensity deltoid muscle left | SEVSWEL | 22 | REACTOGENICITY | ADMINISTRATION SITE | 0 | NONE | Y | None | None | None | None | None | None | None | None | None | None | FOLLOW-UP | None | 1 | VACCINE A | 2021-11-03T10:50:00 | 2021-11-03T10:50:00 | None | 2021-11-03 | 2021-12-30 | Y | N |
| 8 | ABC | ABC-1002 | 1002 | 1002 | 70 | YEARS | F | BLACK OR AFRICAN AMERICAN | Y | VACCINE A VACCINE B | VAXAB | VACCINE A VACCINE B | VAXAB | VACCINE A | VACCINE A | VACCINE A | VACCINE A | VACCINE B | VACCINE B | 2021-10-07 | 2021-10-07 12:48:00+00:00 | 2021-12-16 | 2021-12-16 12:41:00+00:00 | 2021-10-07 | 2021-12-15 | 2021-10-09 | 2021-10-09 18:02:12+00:00 | 3 | DAY 3 | 3 | VACCINATION 1 | 1 | Redness severity/intensity deltoid muscle left | SEVREDN | 1 | REACTOGENICITY | ADMINISTRATION SITE | 1 | MILD | Y | Y | None | None | None | None | None | None | None | None | None | VACCINATION 1 | None | 1 | VACCINE A | 2021-10-07T12:48:00 | 2021-10-07T12:48:00 | None | 2021-10-07 | 2021-12-16 | Y | Y |
| 9 | ABC | ABC-1002 | 1002 | 1002 | 70 | YEARS | F | BLACK OR AFRICAN AMERICAN | Y | VACCINE A VACCINE B | VAXAB | VACCINE A VACCINE B | VAXAB | VACCINE B | VACCINE B | VACCINE A | VACCINE A | VACCINE B | VACCINE B | 2021-10-07 | 2021-10-07 12:48:00+00:00 | 2021-12-16 | 2021-12-16 12:41:00+00:00 | 2021-12-16 | 2022-06-14 | 2021-12-17 | 2021-12-17 18:22:25+00:00 | 72 | DAY 2 | 2 | VACCINATION 2 | 2 | Redness severity/intensity deltoid muscle left | SEVREDN | 1 | REACTOGENICITY | ADMINISTRATION SITE | 1 | MILD | Y | Y | Y | None | None | None | None | None | None | None | None | VACCINATION 2 | None | 1 | VACCINE B | 2021-12-16T12:41:00 | 2021-12-16T12:41:00 | None | 2021-10-07 | 2021-12-16 | Y | Y |