SETUP
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DATADOC is published on PyPI. You can install it globally via pip or uv.
$ pip install datadoc-cli
Requires Python 3.9+
You don't need to write a single line of Python to clean your data. Just use the CLI.
- 01 datadoc analyze raw_data.csv Analyze dataset health
- 02 datadoc recommend raw_data.csv Get suggested transformations
- 03 datadoc engineer raw_data.csv AUTO-ENGINEER!
- 04 datadoc compare raw_data.csv clean.csv Compare before/after visually
- 05 datadoc pipeline raw_data.csv Export standalone script
- 06 datadoc chat raw_data.csv Interactive AI session
FEATURES
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⚡ BLAZING FAST
Built on Polars (Rust). Processes millions of rows with minimal memory overhead.
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🔒 ZERO BLACK-BOX
Every transformation is strictly mathematical (IQR, medians). 100% deterministic and explainable.
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🛡️ AVOID LEAKAGE
Built-in safeguards ensure that data scaling and imputation are handled correctly.
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🤖 AGENTIC AI INTEGRATION
Features a built-in AI Planner and interactive Chat Assistant to orchestrate plugins.
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📊 BEAUTIFUL TERMINAL UI
Powered by Rich and Textual for stunning terminal outputs.
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🐍 PYTHON SDK
Export a deterministic Python script to replicate the pipeline anywhere.