ofwhich 0.1.0

Drill-down through your dataframe.

ofwhich

Easy drill-down into dataset for high-level summary.

In this README :point_down:

• Usage
  • Installation
  • Getting started
• Contributing

Usage

Installation

Make sure you are in the right environment and install the package

pip install ofwhich

Getting started

1. Have a dataframe to run insights from. Example:

import pandas as pd
import numpy as np

num_rows = 100

df = pd.DataFrame({
    'Category': np.random.choice(['X', 'Y', 'Z'], size=num_rows),
    'Bool': np.random.choice([True, False], size=num_rows)
})

df.head()

  Category  Bool
0        Z  True
1        X  False
2        Y  False
...

2. Use ofwhich:

from ofwhich import OfWhich
_ = OfWhich(df, 'Category1', 'Bool1')

3. Enjoy the output :)

Total 100 records
    Of which X 37 records
        Of which True 19 records
        Of which False 18 records
    Of which Y 35 records
        Of which True 19 records
        Of which False 16 records
    Of which Z 28 records
        Of which True 16 records
        Of which False 12 records

Contributing

If you find a bug, please open an issue. Ideas for new features and improvement are welcome! Feel free to open an issue or PR.