Graph visualization of big messy data

Script for classifying your messy directories

See how a model comes apart when repeatedly photogrammetry'd

A Python tool that transforms clean datasets into realistic messy datasets for testing data cleaning processes

[READ-ONLY MIRROR] A Python implementation for Hadley Wickham's Tidy Data paper

Package for entity matching, standardization, and visualization using embeddings from large language models.

Statistical Programming in SAS

Robust CSV dialect detection methodology for Python that outperforms existing state of the art solutions by 8.35% in terms of their F1 scores, using only built-in Python modules.

😺 The easiest way to structure unstructured data

A Python data cleaning project demonstrating advanced Pandas techniques, regex, and data standardization on a messy HR dataset.

To get a hands-on experience with real-life messy data, I chose to work with food and nutrient data available on FoodData Central. I wanted to compare nutrients across different types of foods available in the US market.

Use generator expressions, formatting operations, and cleaning methods to prepare data for analysis.