from pharmadata import cdiscpilotadam
meta = cdiscpilotadam.meta('adlbc')
print(f"Rows: {meta.number_rows:,} Columns: {meta.number_columns}")Rows: 37,132 Columns: 46adlbc
adlbc
Analysis Dataset Lab Blood Chemistry
Structure: one record per subject per parameter per analysis visit
Variables
Show variable specs
shape: (46, 5)
| variable | label | type | mandatory | role |
|---|---|---|---|---|
| str | str | str | str | null |
| "STUDYID" | "Study Identifier" | "String" | "No" | null |
| "SUBJID" | "Subject Identifier for the Study" | "String" | "No" | null |
| "USUBJID" | "Unique Subject Identifier" | "String" | "No" | null |
| "TRTP" | "Planned Treatment" | "String" | "No" | null |
| "TRTPN" | "Planned Treatment (N)" | "Float64" | "No" | null |
| "TRTA" | "Actual Treatment" | "String" | "No" | null |
| "TRTAN" | "Actual Treatment (N)" | "Float64" | "No" | null |
| "TRTSDT" | "Date of First Exposure to Treatment" | "Float64" | "No" | null |
| "TRTEDT" | "Date of Last Exposure to Treatment" | "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 |
| "COMP24FL" | "Completers of Week 24 Population Flag" | "String" | "No" | null |
| "DSRAEFL" | "Discontinued due to AE?" | "String" | "No" | null |
| "SAFFL" | "Safety Population Flag" | "String" | "No" | null |
| "AVISIT" | "Analysis Visit" | "String" | "No" | null |
| "AVISITN" | "Analysis Visit (N)" | "Float64" | "No" | null |
| "ADY" | "Analysis Relative Day" | "Float64" | "No" | null |
| "ADT" | "Analysis Date" | "Float64" | "No" | null |
| "VISIT" | "Visit Name" | "String" | "No" | null |
| "VISITNUM" | "Visit Number" | "Float64" | "No" | null |
| "PARAM" | "Parameter" | "String" | "No" | null |
| "PARAMCD" | "Parameter Code" | "String" | "No" | null |
| "PARAMN" | "Parameter (N)" | "Float64" | "No" | null |
| "PARCAT1" | "Parameter Category 1" | "String" | "No" | null |
| "AVAL" | "Analysis Value" | "Float64" | "No" | null |
| "BASE" | "Baseline Value" | "Float64" | "No" | null |
| "CHG" | "Change from Baseline" | "Float64" | "No" | null |
| "A1LO" | "Analysis Range 1 Lower Limit" | "Float64" | "No" | null |
| "A1HI" | "Analysis Range 1 Upper Limit" | "Float64" | "No" | null |
| "R2A1LO" | "Ratio to Analysis Range 1 Lower Limit" | "Float64" | "No" | null |
| "R2A1HI" | "Ratio to Analysis Range 1 Upper Limit" | "Float64" | "No" | null |
| "BR2A1LO" | "Base Ratio to Analysis Range 1 Lower Lim" | "Float64" | "No" | null |
| "BR2A1HI" | "Base Ratio to Analysis Range 1 Upper Lim" | "Float64" | "No" | null |
| "ANL01FL" | "Analysis Flag 01" | "String" | "No" | null |
| "ALBTRVAL" | "Amount Threshold Range" | "Float64" | "No" | null |
| "ANRIND" | "Analysis Reference Range Indicator" | "String" | "No" | null |
| "BNRIND" | "Baseline Reference Range Indicator" | "String" | "No" | null |
| "ABLFL" | "Baseline Record Flag" | "String" | "No" | null |
| "AENTMTFL" | "Last value in treatment visit" | "String" | "No" | null |
| "LBSEQ" | "Sequence Number" | "Float64" | "No" | null |
| "LBNRIND" | "Reference Range Indicator" | "String" | "No" | null |
| "LBSTRESN" | "Numeric Result/Finding in Standard Units" | "Float64" | "No" | null |
Examples
from great_docs import tbl_explorer
from pharmadata import cdiscpilotadam
tbl_explorer(cdiscpilotadam.adlbc.head(10))PolarsRows10Columns46 | ||||||||||||||||||||||||||||||||||||||||||||||
STUDYID str |
SUBJID str |
USUBJID str |
TRTP str |
TRTPN f64 |
TRTA str |
TRTAN f64 |
TRTSDT f64 |
TRTEDT f64 |
AGE f64 |
AGEGR1 str |
AGEGR1N f64 |
RACE str |
RACEN f64 |
SEX str |
COMP24FL str |
DSRAEFL str |
SAFFL str |
AVISIT str |
AVISITN f64 |
ADY f64 |
ADT f64 |
VISIT str |
VISITNUM f64 |
PARAM str |
PARAMCD str |
PARAMN f64 |
PARCAT1 str |
AVAL f64 |
BASE f64 |
CHG f64 |
A1LO f64 |
A1HI f64 |
R2A1LO f64 |
R2A1HI f64 |
BR2A1LO f64 |
BR2A1HI f64 |
ANL01FL str |
ALBTRVAL f64 |
ANRIND str |
BNRIND str |
ABLFL str |
AENTMTFL str |
LBSEQ f64 |
LBNRIND str |
LBSTRESN f64 |
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | CDISCPILOT01 | 1015 | 01-701-1015 | Placebo | 0 | Placebo | 0 | 19725 | 19906 | 63 | <65 | 1 | WHITE | 1 | F | Y | None | Y | Baseline | 0 | -7 | 19718 | SCREENING 1 | 1 | Sodium (mmol/L) | SODIUM | 18 | CHEM | 140 | 140 | None | 135 | 145 | 1.03703703704 | 0.965517241379 | 1.03703703704 | 0.965517241379 | None | 77.5 | N | N | Y | None | 27 | NORMAL | 140 |
| 1 | CDISCPILOT01 | 1015 | 01-701-1015 | Placebo | 0 | Placebo | 0 | 19725 | 19906 | 63 | <65 | 1 | WHITE | 1 | F | Y | None | Y | Baseline | 0 | -7 | 19718 | SCREENING 1 | 1 | Potassium (mmol/L) | K | 19 | CHEM | 4.5 | 4.5 | None | 3.4 | 5.4 | 1.32352941176 | 0.833333333333 | 1.32352941176 | 0.833333333333 | None | 3.6 | N | N | Y | None | 20 | NORMAL | 4.5 |
| 2 | CDISCPILOT01 | 1015 | 01-701-1015 | Placebo | 0 | Placebo | 0 | 19725 | 19906 | 63 | <65 | 1 | WHITE | 1 | F | Y | None | Y | Baseline | 0 | -7 | 19718 | SCREENING 1 | 1 | Chloride (mmol/L) | CL | 20 | CHEM | 106 | 106 | None | 94 | 112 | 1.12765957447 | 0.946428571429 | 1.12765957447 | 0.946428571429 | None | 62 | N | N | Y | None | 12 | NORMAL | 106 |
| 3 | CDISCPILOT01 | 1015 | 01-701-1015 | Placebo | 0 | Placebo | 0 | 19725 | 19906 | 63 | <65 | 1 | WHITE | 1 | F | Y | None | Y | Baseline | 0 | -7 | 19718 | SCREENING 1 | 1 | Bilirubin (umol/L) | BILI | 21 | CHEM | 10.26 | 10.26 | None | 3 | 21 | 3.42 | 0.488571428571 | 3.42 | 0.488571428571 | None | 21.24 | N | N | Y | None | 7 | NORMAL | 10.26 |
| 4 | CDISCPILOT01 | 1015 | 01-701-1015 | Placebo | 0 | Placebo | 0 | 19725 | 19906 | 63 | <65 | 1 | WHITE | 1 | F | Y | None | Y | Baseline | 0 | -7 | 19718 | SCREENING 1 | 1 | Alkaline Phosphatase (U/L) | ALP | 22 | CHEM | 34 | 34 | None | 35 | 115 | 0.971428571429 | 0.295652173913 | 0.971428571429 | 0.295652173913 | None | 138.5 | N | N | Y | None | 2 | LOW | 34 |
| 5 | CDISCPILOT01 | 1015 | 01-701-1015 | Placebo | 0 | Placebo | 0 | 19725 | 19906 | 63 | <65 | 1 | WHITE | 1 | F | Y | None | Y | Baseline | 0 | -7 | 19718 | SCREENING 1 | 1 | Gamma Glutamyl Transferase (U/L) | GGT | 23 | CHEM | 15 | 15 | None | 5 | 50 | 3 | 0.3 | 3 | 0.3 | None | 60 | N | N | Y | None | 16 | NORMAL | 15 |
| 6 | CDISCPILOT01 | 1015 | 01-701-1015 | Placebo | 0 | Placebo | 0 | 19725 | 19906 | 63 | <65 | 1 | WHITE | 1 | F | Y | None | Y | Baseline | 0 | -7 | 19718 | SCREENING 1 | 1 | Alanine Aminotransferase (U/L) | ALT | 24 | CHEM | 27 | 27 | None | 6 | 34 | 4.5 | 0.794117647059 | 4.5 | 0.794117647059 | None | 24 | N | N | Y | None | 3 | NORMAL | 27 |
| 7 | CDISCPILOT01 | 1015 | 01-701-1015 | Placebo | 0 | Placebo | 0 | 19725 | 19906 | 63 | <65 | 1 | WHITE | 1 | F | Y | None | Y | Baseline | 0 | -7 | 19718 | SCREENING 1 | 1 | Aspartate Aminotransferase (U/L) | AST | 25 | CHEM | 40 | 40 | None | 9 | 34 | 4.44444444444 | 1.17647058824 | 4.44444444444 | 1.17647058824 | None | 35.5 | N | N | Y | None | 5 | HIGH | 40 |
| 8 | CDISCPILOT01 | 1015 | 01-701-1015 | Placebo | 0 | Placebo | 0 | 19725 | 19906 | 63 | <65 | 1 | WHITE | 1 | F | Y | None | Y | Baseline | 0 | -7 | 19718 | SCREENING 1 | 1 | Blood Urea Nitrogen (mmol/L) | BUN | 26 | CHEM | 3.57 | 3.57 | None | 1.4 | 8.6 | 2.55 | 0.41511627907 | 2.55 | 0.41511627907 | None | 9.33 | N | N | Y | None | 8 | NORMAL | 3.57 |
| 9 | CDISCPILOT01 | 1015 | 01-701-1015 | Placebo | 0 | Placebo | 0 | 19725 | 19906 | 63 | <65 | 1 | WHITE | 1 | F | Y | None | Y | Baseline | 0 | -7 | 19718 | SCREENING 1 | 1 | Creatinine (umol/L) | CREAT | 27 | CHEM | 79.56 | 79.56 | None | 62 | 124 | 1.28322580645 | 0.641612903226 | 1.28322580645 | 0.641612903226 | None | 106.44 | N | N | Y | None | 14 | NORMAL | 79.56 |