A lightweight tool to summarize CSV files using various features.
Project description
PyCSVSummarizer
A simple Python package to summarize CSV files using various features.
Features
- Total Rows and Columns
- Column Names
- File Size
- Estimated Memory Usage
- Null Counts and Percentages
- Duplicate Rows
- Top Frequent Values
- Unique Values Per Column
- Numeric vs Categorical Columns
- Basic Stats (mean, min, max)
- Columns with Constant Values
- Largest Columns by Memory
Installation
pip install PyCSVSummarizer
Usage
from PyCSVSummarizer import CSVSummarize
CSVSummarize('path_to_your_file.csv')
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