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')
1 maintainer
Metadata
1 maintainer
Release files for PyCSVSummarizer 1.0.4
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Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| PyCSVSummarizer-1.0.4-py3-none-any.whl | Python 3 | none | any | Details for PyCSVSummarizer-1.0.4-py3-none-any.whl |
Release files / PyCSVSummarizer-1.0.4-py3-none-any.whl
| Download URL | PyCSVSummarizer-1.0.4-py3-none-any.whl |
|---|---|
| Size | 4.1 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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| Uploaded via |
twine/4.0.2 CPython/3.10.5
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Security for PyCSVSummarizer 1.0.4
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