Datasum — business focused data summaries & visualizations for pandas DataFrames
Project description
DataSum
DataSum produces a quick, human-readable explanation of a pandas DataFrame: summary, missing data, outliers, correlations, and suggested visualizations.
Author
Ganeshamoorthy
Email: ganeshms110@gmail.com
LinkedIn: https://www.linkedin.com/in/ganeshamoorthy-s-8466b7332
Quick example
import pandas as pd
from datasum import explain
df = pd.read_csv("sales.csv")
report = explain(df, save_plots=True, outdir="plots")
print(report["summary"])
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