A Python package for streamlined Exploratory Data Analysis (EDA) and Extraction Transform Load (ETL)
Project description
EDAbyAlex
A Python package for streamlined Exploratory Data Analysis (EDA) with support for various file formats.
Features
-
Flexible Data Loading
- Support for both CSV and Excel (.xlsx) files
- Single file loading with automatic sheet detection
- Multiple file loading with pattern matching
- Smart Excel sheet handling
-
Comprehensive EDA Tools
- Quick data preview (first 10 rows)
- Statistical description of numerical columns
- Dataset information and structure
- Column listings
- Unique value analysis
- Missing value detection
Installation
pip install edabyalex
Quick Start
from extractor import extractor
Initialize with a File Path
Requirements
- pandas >= 1.0.0
- numpy >= 1.18.0
- openpyxl >= 3.0.0 (for Excel support)
Version
Current version: 0.1.0
License
This project is licensed under the MIT License - see the LICENSE file for details.
Author
Alex Yang
Contributing
Contributions, issues, and feature requests are welcome!
Release history Release notifications | RSS feed
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