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pandas-summary

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library0.2.0pypypi✓ verified 84d ago

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.

pip install pandas-summary
INSTALL
IMPORT
SIG · PANDAS-SUMMARY
P
pandas-summary
datapythonv0.2.0
Install
7.9s avg
Import
901ms
Disk
166MB
Pass rate
10/ 10
Env Coverage10 / 10
glibc
3.93.13
musl
3.93.13
Install & Compatibility
Where this runs
tested against v0.2.0 · pip install
no network on importno background threads
Install × environment matrix
Each cell = how many times install + import succeeded across repeated harness runs. Partial = flaky.
glibc = Debian/Ubuntu slim · musl = Alpine Linux
musl
py 3.103.95 runs
installs and imports cleanly · install 0.0s · import 0.910s · 166.1MB
glibc
py 3.103.95 runs
installs and imports cleanly · install 7.9s · import 0.892s · 159MB
166MB installed
● package 166MB
Code
Verified usage

Verified import paths — ran on the pinned version, not inferred.

df_summary
from pandas_summary import DataFrameSummary
from pandas_summary import Summary
The correct class is DataFrameSummary

Create a DataFrameSummary object and call summary() to get extended summary statistics.

import pandas as pd from pandas_summary import DataFrameSummary df = pd.DataFrame({'A': [1, 2, 3], 'B': [4.0, 5.0, 6.0]}) ds = DataFrameSummary(df) print(ds.summary())
Debug
Known issues
deprecatedLibrary is unmaintained since 2017, no support for newer pandas versions.
fix
Consider using pandas built-in .describe() with percentiles or df.describe(include='all')
affects: >=0.2.0
gotchaImport path is from pandas_summary import DataFrameSummary, not from pandas_summary import Summary
fix
Use the correct import: from pandas_summary import DataFrameSummary
affects: all
Errors
Common errors & fixes
ModuleNotFoundError: No module named 'pandas_summary'
Package not installed or name mistyped (e.g., pandas-summary vs pandas_summary)
fix
pip install pandas-summary
AttributeError: module 'pandas_summary' has no attribute 'DataFrameSummary'
Trying to import from the package directly using 'import pandas_summary' instead of 'from pandas_summary import DataFrameSummary'
fix
Use 'from pandas_summary import DataFrameSummary'
Upgrade
Version history
0.2.0latest on PyPI · released Nov 25, 2021
Audit
Dependencies

No dependency data recorded yet.

Agent activity
2 hits · last 30 days
node
2
Resources
pandas-summary — pip install pandas-summary · libregistry