from pharmadata import cdiscpilotadam
meta = cdiscpilotadam.meta('adadas')
print(f"Rows: {meta.number_rows:,} Columns: {meta.number_columns}")Rows: 12,463 Columns: 40adadas
adadas
ADAS-Cog Analysis
Structure: one record per subject per parameter per analysis visit per analysis date
Variables
Show variable specs
shape: (40, 5)
| variable | label | type | mandatory | role |
|---|---|---|---|---|
| str | str | str | str | null |
| "STUDYID" | "Study Identifier" | "String" | "No" | null |
| "SITEID" | "Study Site Identifier" | "String" | "No" | null |
| "SITEGR1" | "Pooled Site Group 1" | "String" | "No" | null |
| "USUBJID" | "Unique Subject Identifier" | "String" | "No" | null |
| "TRTSDT" | "Date of First Exposure to Treatment" | "Date" | "No" | null |
| "TRTEDT" | "Date of Last Exposure to Treatment" | "Date" | "No" | null |
| "TRTP" | "Planned Treatment" | "String" | "No" | null |
| "TRTPN" | "Planned Treatment (N)" | "Float64" | "No" | null |
| "AGE" | "Age" | "Float64" | "No" | null |
| "AGEGR1" | "Pooled Age Group 1" | "String" | "No" | null |
| "AGEGR1N" | "Pooled Age Group 1 (N)" | "Float64" | "No" | null |
| "RACE" | "Race" | "String" | "No" | null |
| "RACEN" | "Race (N)" | "Float64" | "No" | null |
| "SEX" | "Sex" | "String" | "No" | null |
| "ITTFL" | "Intent-to-Treat Population Flag" | "String" | "No" | null |
| "EFFFL" | "Efficacy Population Flag" | "String" | "No" | null |
| "COMP24FL" | "Completers of Week 24 Population Flag" | "String" | "No" | null |
| "AVISIT" | "Analysis Visit" | "String" | "No" | null |
| "AVISITN" | "Analysis Visit (N)" | "Float64" | "No" | null |
| "VISIT" | "Visit Name" | "String" | "No" | null |
| "VISITNUM" | "Visit Number" | "Float64" | "No" | null |
| "ADY" | "Analysis Relative Day" | "Float64" | "No" | null |
| "ADT" | "Analysis Date" | "Date" | "No" | null |
| "PARAM" | "Parameter" | "String" | "No" | null |
| "PARAMCD" | "Parameter Code" | "String" | "No" | null |
| "PARAMN" | "Parameter (N)" | "Float64" | "No" | null |
| "AVAL" | "Analysis Value" | "Float64" | "No" | null |
| "BASE" | "Baseline Value" | "Float64" | "No" | null |
| "CHG" | "Change from Baseline" | "Float64" | "No" | null |
| "PCHG" | "Percent Change from Baseline" | "Float64" | "No" | null |
| "ABLFL" | "Baseline Record Flag" | "String" | "No" | null |
| "ANL01FL" | "Analysis Record Flag 01" | "String" | "No" | null |
| "DTYPE" | "Derivation Type" | "String" | "No" | null |
| "AWRANGE" | "Analysis Window Valid Relative Range" | "String" | "No" | null |
| "AWTARGET" | "Analysis Window Target" | "Float64" | "No" | null |
| "AWTDIFF" | "Analysis Window Diff from Target" | "Float64" | "No" | null |
| "AWLO" | "Analysis Window Beginning Timepoint" | "Float64" | "No" | null |
| "AWHI" | "Analysis Window Ending Timepoint" | "Float64" | "No" | null |
| "AWU" | "Analysis Window Unit" | "String" | "No" | null |
| "QSSEQ" | "Sequence Number" | "Float64" | "No" | null |
Examples
from great_docs import tbl_explorer
from pharmadata import cdiscpilotadam
tbl_explorer(cdiscpilotadam.adadas.head(10))PolarsRows10Columns40 | ||||||||||||||||||||||||||||||||||||||||
STUDYID str |
SITEID str |
SITEGR1 str |
USUBJID str |
TRTSDT date |
TRTEDT date |
TRTP str |
TRTPN f64 |
AGE f64 |
AGEGR1 str |
AGEGR1N f64 |
RACE str |
RACEN f64 |
SEX str |
ITTFL str |
EFFFL str |
COMP24FL str |
AVISIT str |
AVISITN f64 |
VISIT str |
VISITNUM f64 |
ADY f64 |
ADT date |
PARAM str |
PARAMCD str |
PARAMN f64 |
AVAL f64 |
BASE f64 |
CHG f64 |
PCHG f64 |
ABLFL str |
ANL01FL str |
DTYPE str |
AWRANGE str |
AWTARGET f64 |
AWTDIFF f64 |
AWLO f64 |
AWHI f64 |
AWU str |
QSSEQ f64 |
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | CDISCPILOT01 | 701 | 701 | 01-701-1015 | 2014-01-02 | 2014-07-02 | Placebo | 0 | 63 | <65 | 1 | WHITE | 1 | F | Y | Y | Y | Baseline | 0 | BASELINE | 3 | 1 | 2014-01-02 | Word Recall Task | ACITM01 | 1 | 3 | 3 | None | None | Y | Y | None | <=1 | 1 | 0 | None | 1 | DAYS | 5001 |
| 1 | CDISCPILOT01 | 701 | 701 | 01-701-1015 | 2014-01-02 | 2014-07-02 | Placebo | 0 | 63 | <65 | 1 | WHITE | 1 | F | Y | Y | Y | Week 8 | 8 | WEEK 8 | 8 | 63 | 2014-03-05 | Word Recall Task | ACITM01 | 1 | 2 | 3 | -1 | -33.3333333333 | None | Y | None | 2-84 | 56 | 7 | 2 | 84 | DAYS | 5016 |
| 2 | CDISCPILOT01 | 701 | 701 | 01-701-1015 | 2014-01-02 | 2014-07-02 | Placebo | 0 | 63 | <65 | 1 | WHITE | 1 | F | Y | Y | Y | Week 16 | 16 | WEEK 16 | 10 | 126 | 2014-05-07 | Word Recall Task | ACITM01 | 1 | 4 | 3 | 1 | 33.3333333333 | None | Y | None | 85-140 | 112 | 14 | 85 | 140 | DAYS | 5031 |
| 3 | CDISCPILOT01 | 701 | 701 | 01-701-1015 | 2014-01-02 | 2014-07-02 | Placebo | 0 | 63 | <65 | 1 | WHITE | 1 | F | Y | Y | Y | Week 24 | 24 | WEEK 24 | 12 | 168 | 2014-06-18 | Word Recall Task | ACITM01 | 1 | 3 | 3 | 0 | 0 | None | Y | None | >140 | 168 | 0 | 141 | None | DAYS | 5046 |
| 4 | CDISCPILOT01 | 701 | 701 | 01-701-1015 | 2014-01-02 | 2014-07-02 | Placebo | 0 | 63 | <65 | 1 | WHITE | 1 | F | Y | Y | Y | Baseline | 0 | BASELINE | 3 | 1 | 2014-01-02 | Naming Objects And Fingers (Refer To 5 C | ACITM02 | 2 | 1 | 1 | None | None | Y | Y | None | <=1 | 1 | 0 | None | 1 | DAYS | 5002 |
| 5 | CDISCPILOT01 | 701 | 701 | 01-701-1015 | 2014-01-02 | 2014-07-02 | Placebo | 0 | 63 | <65 | 1 | WHITE | 1 | F | Y | Y | Y | Week 8 | 8 | WEEK 8 | 8 | 63 | 2014-03-05 | Naming Objects And Fingers (Refer To 5 C | ACITM02 | 2 | 0 | 1 | -1 | -100 | None | Y | None | 2-84 | 56 | 7 | 2 | 84 | DAYS | 5017 |
| 6 | CDISCPILOT01 | 701 | 701 | 01-701-1015 | 2014-01-02 | 2014-07-02 | Placebo | 0 | 63 | <65 | 1 | WHITE | 1 | F | Y | Y | Y | Week 16 | 16 | WEEK 16 | 10 | 126 | 2014-05-07 | Naming Objects And Fingers (Refer To 5 C | ACITM02 | 2 | 0 | 1 | -1 | -100 | None | Y | None | 85-140 | 112 | 14 | 85 | 140 | DAYS | 5032 |
| 7 | CDISCPILOT01 | 701 | 701 | 01-701-1015 | 2014-01-02 | 2014-07-02 | Placebo | 0 | 63 | <65 | 1 | WHITE | 1 | F | Y | Y | Y | Week 24 | 24 | WEEK 24 | 12 | 168 | 2014-06-18 | Naming Objects And Fingers (Refer To 5 C | ACITM02 | 2 | 0 | 1 | -1 | -100 | None | Y | None | >140 | 168 | 0 | 141 | None | DAYS | 5047 |
| 8 | CDISCPILOT01 | 701 | 701 | 01-701-1015 | 2014-01-02 | 2014-07-02 | Placebo | 0 | 63 | <65 | 1 | WHITE | 1 | F | Y | Y | Y | Baseline | 0 | BASELINE | 3 | 1 | 2014-01-02 | Delayed Word Recall | ACITM03 | 3 | 3 | 3 | None | None | Y | Y | None | <=1 | 1 | 0 | None | 1 | DAYS | 5003 |
| 9 | CDISCPILOT01 | 701 | 701 | 01-701-1015 | 2014-01-02 | 2014-07-02 | Placebo | 0 | 63 | <65 | 1 | WHITE | 1 | F | Y | Y | Y | Week 8 | 8 | WEEK 8 | 8 | 63 | 2014-03-05 | Delayed Word Recall | ACITM03 | 3 | 3 | 3 | 0 | 0 | None | Y | None | 2-84 | 56 | 7 | 2 | 84 | DAYS | 5018 |