A data profiling library for in-depth data analysis.
Project description
InsightPy
⚠️ Notice: Project Under Development
InsightPy is currently in development and not ready for production use. Please avoid installing or using it until a stable version is released.
Data Profiler
This is a data profiling tool that provides quick insights into your dataset.
Features:
- Summary statistics (mean, median, standard deviation)
- Missing value analysis
- Recommend Different transformation and Encoding and feature interaction based on various statistical analysis
- Correlation analysis
- Histogram and scatter plot visualizations
Installation:
pip install insightpy
Usage:
df=pd.read_csv("./data.csv")
insightpy.analyze(df,column_name)
More features and UI will be added soon!
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