The goal of dtlg.data is to bundle not so small datasets needed for benchmarking of {dtlg} functions.
Installation
# install.packages("pak")
pak::pak("AscentSoftware/dtlg.data")Usage
library(dtlg.data)
# Check available datasets.
datasets
#> # A tibble: 3 × 4
#> name nrow ncol description
#> <chr> <int> <int> <chr>
#> 1 adsl_small 20000 55 A large Subject-Level Analysis Dataset (ADSL).
#> 2 adsl_large 1000000 55 A small Subject-Level Analysis Dataset (ADSL).
#> 3 adae 743022 106 A large Adverse Event Analysis Dataset derived from …
# Load the small ADSL dataset into memory.
dataset("adsl_small")
#> # A tibble: 20,000 × 55
#> STUDYID USUBJID SUBJID SITEID AGE AGEU SEX RACE ETHNIC COUNTRY DTHFL
#> <chr> <chr> <chr> <chr> <int> <fct> <fct> <fct> <fct> <fct> <fct>
#> 1 AB12345 AB12345-P… id-94… PAK-1 26 YEARS F ASIAN NOT H… PAK N
#> 2 AB12345 AB12345-C… id-11… CHN-1 39 YEARS F WHITE NOT H… CHN N
#> 3 AB12345 AB12345-C… id-10… CHN-5 39 YEARS M BLAC… HISPA… CHN N
#> 4 AB12345 AB12345-C… id-13… CHN-12 37 YEARS M AMER… NOT H… CHN N
#> 5 AB12345 AB12345-N… id-94… NGA-4 33 YEARS M ASIAN NOT H… NGA N
#> 6 AB12345 AB12345-C… id-87… CHN-1 32 YEARS F ASIAN NOT H… CHN N
#> 7 AB12345 AB12345-N… id-17… NGA-6 22 YEARS M ASIAN HISPA… NGA N
#> 8 AB12345 AB12345-B… id-16… BRA-11 48 YEARS M ASIAN NOT R… BRA N
#> 9 AB12345 AB12345-N… id-10… NGA-18 34 YEARS F BLAC… NOT H… NGA N
#> 10 AB12345 AB12345-C… id-18 CHN-15 26 YEARS F BLAC… HISPA… CHN N
#> # ℹ 19,990 more rows
#> # ℹ 44 more variables: INVID <chr>, INVNAM <chr>, ARM <fct>, ARMCD <fct>,
#> # ACTARM <fct>, ACTARMCD <fct>, TRT01P <fct>, TRT01A <fct>, TRT02P <fct>,
#> # TRT02A <fct>, REGION1 <fct>, STRATA1 <fct>, STRATA2 <fct>, BMRKR1 <dbl>,
#> # BMRKR2 <fct>, ITTFL <fct>, SAFFL <fct>, BMEASIFL <fct>, BEP01FL <fct>,
#> # AEWITHFL <fct>, RANDDT <date>, TRTSDTM <dttm>, TRTEDTM <dttm>,
#> # TRT01SDTM <dttm>, TRT01EDTM <dttm>, TRT02SDTM <dttm>, TRT02EDTM <dttm>, …
# Load the large ADSL dataset into memory.
# dataset("adsl_large")
# Load the ADAE dataset
# dataset("adae")