pydit.statistics.profile_dataframe_statistics.profile_dataframe¶
- pydit.statistics.profile_dataframe_statistics.profile_dataframe(obj, return_dict=False, unique_min=10)[source]¶
Create a summary of a DataFrame with various statistics.
Returns a DataFrame or a dict with common statistics to profile the data. In particular it focuses on unique (cardinality) blanks, nulls, and datetimes.
- Parameters:
obj (pandas.DataFrame) – DataFrame to profile.
return_dict (bool, optional, default=False) – If True, return a dict instead of a DataFrame.
unique_min (int, optional, default=10)
- Returns:
DataFrame with various statistics.
- Return type:
DataFrame