simple-eda-dzhu9

Tiny EDA helper for pandas. It gives you a handful of boring, useful functions for a first look at a DataFrame — no dashboards, no custom classes, just plain dicts, lists, and a pandas Series.

Install

pip install simple-eda-dzhu9

Or, from a local checkout (editable / development install):

# run from the folder that contains pyproject.toml
python -m pip install -e .

Use

import pandas as pd
import simple_eda as eda

df = pd.DataFrame({
    "name": ["Ana", "Bo", None],
    "age": [25, None, 31],
})

print(eda.summarize(df))
# {'rows': 3, 'columns': 2, 'names': ['name', 'age'],
#  'dtypes': {'name': 'object', 'age': 'float64'}}

print(eda.missing(df))
# age     1
# name    1
# dtype: int64

print(eda.numeric_columns(df))      # ['age']
print(eda.categorical_columns(df))  # ['name']

API

Notes

• Input: pandas DataFrame only (not Polars, Spark, Dask, or Arrow yet).
• Output: plain objects (dicts, lists, ints, strings, pandas Series).
• Functions never modify the DataFrame in place.

This is a 0.1.0 release: the first working version — installable and understandable, not complete.

License

MIT — see LICENSE.