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Original Data

##  [1] "STUDYID"  "DOMAIN"   "USUBJID"  "OMSEQ"    "OMTESTCD" "OMTEST"  
##  [7] "OMORRES"  "OMORRESU" "OMSTRESC" "OMSTRESN" "OMSTRESU" "OMSTAT"  
## [13] "OMREASND" "OMSPEC"   "OMANTREG" "OMSPCCND" "OMSPCUFL" "OMLAT"   
## [19] "OMDIR"    "OMPORTOT" "OMEXCLFL" "OMREASEX" "OMDTC"    "OMDY"

Columns that changed in original data (red background)

Synthetic data

Synthetic Data with columns that changed (blue bakcground)