{"id":21677,"library":"pandas-summary","title":"pandas-summary","description":"An extension to pandas describe() function, adding extra summary statistics like variance, skewness, and kurtosis. Current version 0.2.0. Released in 2017 and unmaintained since.","status":"deprecated","version":"0.2.0","language":"python","source_language":"en","source_url":"https://github.com/mouradmourafiq/pandas-summary","tags":["pandas","summary","statistics","deprecated"],"install":[{"cmd":"pip install pandas-summary","lang":"bash","label":"pip"}],"dependencies":[],"imports":[{"note":"The correct class is DataFrameSummary","wrong":"from pandas_summary import Summary","symbol":"df_summary","correct":"from pandas_summary import DataFrameSummary"}],"quickstart":{"code":"import pandas as pd\nfrom pandas_summary import DataFrameSummary\n\ndf = pd.DataFrame({'A': [1, 2, 3], 'B': [4.0, 5.0, 6.0]})\nds = DataFrameSummary(df)\nprint(ds.summary())","lang":"python","description":"Create a DataFrameSummary object and call summary() to get extended summary statistics."},"warnings":[{"fix":"Consider using pandas built-in .describe() with percentiles or df.describe(include='all')","message":"Library is unmaintained since 2017, no support for newer pandas versions.","severity":"deprecated","affected_versions":">=0.2.0"},{"fix":"Use the correct import: from pandas_summary import DataFrameSummary","message":"Import path is from pandas_summary import DataFrameSummary, not from pandas_summary import Summary","severity":"gotcha","affected_versions":"all"}],"env_vars":null,"last_verified":"2026-04-27T00:00:00.000Z","next_check":"2026-07-26T00:00:00.000Z","problems":[{"fix":"pip install pandas-summary","cause":"Package not installed or name mistyped (e.g., pandas-summary vs pandas_summary)","error":"ModuleNotFoundError: No module named 'pandas_summary'"},{"fix":"Use 'from pandas_summary import DataFrameSummary'","cause":"Trying to import from the package directly using 'import pandas_summary' instead of 'from pandas_summary import DataFrameSummary'","error":"AttributeError: module 'pandas_summary' has no attribute 'DataFrameSummary'"}],"ecosystem":"pypi","meta_description":null,"install_score":null,"install_tag":null,"quickstart_score":null,"quickstart_tag":null}