simplebins
simplebins is a lightweight Python utility that makes it easy to bin numeric values into equal-width intervals.
It supports individual numbers, lists and pandas.Series.
Features
- Works with numbers, lists and
pandas.Series - Returns either the bin index, floor, ceiling, midpoint, or a human-readable label
- Clean and intuitive API
- Handles missing values gracefully
- Zero dependencies outside of
pandasandnumpy
Why not pandas.cut()?
pandas.cut() is powerful but sometimes overkill.
simplebins simplifies the common use case: fixed-width bins with predictable, numeric output – perfect for quick transformations.
Installation
pip install simplebins
Usage
from simplebins import cut
Bin a single number
cut(12, binwidth=5)
# Output: 10
Bin a list of numbers
cut([3, 7, 12], binwidth=5)
# Output: [0, 5, 10]
Bin a pandas Series
import pandas as pd
import numpy as np
cut(pd.Series([3, 7, np.nan]), binwidth=5)
# Output:
# 0 0
# 1 5
# 2 nan
# dtype: object
1 maintainer
Metadata
1 maintainer
Release files for simplebins 0.3.1
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| File | Size | Uploaded | Provenance | |
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Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| simplebins-0.3.1-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 6.1 kB
Release files / simplebins-0.3.1.tar.gz
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| Tags | Python 3 |
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