tom-analytics 0.1.0

A one-line autonomous exploratory data analysis (EDA) and reporting library.

🚀 tom — One-Line Data Analytics Library

tom is a highly autonomous, zero-configuration Python library that delivers end-to-end exploratory data analysis (EDA) in a single line.

✨ Features

• Smart Loading (om.file()): Automatic format, encoding, and delimiter detection for .csv, .xlsx, .xls, .json, .parquet, .tsv, and .txt.
• Auto Data Preprocessing (om.clean_report()): Type coercion (dates, numerical objects), median/mode missing value imputation, and duplicate handling.
• Statistical Analysis Engine (om.stats): Normality tests, correlation matrices, Chi-Square associations, and ANOVA tests.
• Dazzling Data Visualizations (om.charts): Static high-res Seaborn charts + portable, interactive Plotly dashboard.
• NLP Insights (om.insights): Readable plain-English suggestions and red flags.
• Premium Reporting (om.describe()): Rich terminal prints and self-contained glassmorphism HTML pages.

📦 Installation

pip install -e .

🛠️ Usage

import tom as om

# Load data interactively (terminal prompt if no path) or directly
om.file("dataset.csv")

# Generate beautiful, high-quality, comprehensive reports in one go!
om.describe()