profile_dataframe

Profile a loaded DataFrame using Pointblank’s DataScan, returning column-level statistics.

{
  "tool": "profile_dataframe",
  "arguments": {
    "df_id": ...,
    "sample_size": 0
  }
}

Parameters

df_id: string

ID of the DataFrame to profile. required

sample_size: integer = 0

Maximum number of rows to sample for profiling (0 = all rows).