Datalitex: A smart data assistant for data analysts and scientists — clean, transform, visualize and analyze datasets with ease.
Project description
Datalitex
Datalitex is a simple and powerful data analysis toolkit for Python. Designed especially for students, data analysts, and developers, it provides one-line solutions for data cleaning, transformation, visualization, and exploration.
📦 Features
- 🧼 Data cleaning (null handling, duplicates, formatting)
- 🔍 Easy filtering, querying, and manipulation
- 📊 Quick plots: bar, line, box, pie, scatter, heatmap, pairplot
- 📈 Outlier detection using IQR & Z-score
- 🧠 GroupBy summaries, crosstab, pivot tables
- 🚀 Feature importance using correlation & ANOVA
📥 Installation
pip install datalitex
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