Data Wrangling Python Packages

skrub

Machine learning with dataframes

datagrunt

Datagrunt is a Python library designed to simplify the way you work with CSV, Excel, and PDF files. It provides a streamlined approach to reading, processing, and transforming your data into various formats, making data manipulation efficient and intuitive.

desbordante

Desbordante is a high-performance data profiler that is capable of discovering many different patterns in data using various algorithms. It also allows to run data cleaning scenarios using these algorithms. Desbordante has a console version and an easy-to-use web application.

optimuspyspark

:truck: Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark

data-toolz

simple python library for handling data-io tasks

omnipy

Omnipy is a high level Python library for type-driven data wrangling and scalable workflow orchestration (under development)

hypertools

A Python toolbox for gaining geometric insights into high-dimensional data

csv-trimming

Package python to remove common ugliness from a csv-like file

csvsmith

Python utilities for cleaning, deduplicating, searching, organizing, concentrating, and converting CSV data—with reusable APIs and a practical CLI.

pydata-wrangler

Wrangle messy numerical, image, and text data into consistent well-organized formats

anonymized-fraud-detection

Deploying Classification Model on GCP for detecting anomalous behavior in credit-card transactions. A crucial aspect for credit-card companies to recognize fraudulent activity and not charge customers for items they didn't purchase. A subtle line needs to be drawn and my main focus here is to reduce blocked-transactions of legitimate customers.

datasetops

Fluent dataset operations, compatible with your favorite libraries

whyqd

data wrangling simplicity, complete audit transparency, and at speed

pyoptimus

No description available

padawan

Wrangle partitioned data with polars.

monggregate

MongoDB aggregation pipelines made easy. Joins, grouping, counting and much more...

loclean

High-performance, local-first semantic data cleaning library

excel-toolkit-cwd

A powerful command-line toolkit for Excel and CSV data manipulation, analysis, and transformation.

databroom

A cross-language DataFrame cleaning assistant with interactive GUI and one-click code export

skloverlay

This repository is the official location of the SKLOverlay Project. Here, it will hold everything used for the package on Py Pi, including source files.

data-cleaning

Data Cleaning is a python package for data preprocessing. This cleans the CSV file and returns the cleaned data frame. It does the work of imputation, removing duplicates, replacing special characters, and many more.

frameon

Frameon extends pandas DataFrame with analysis methods while keeping all original functionality intact.

ics-fixer

Fix slightly broken iCalendar files

prosto

Data processing toolkit radically changing the way data is processed