Top 5 Python data-wrangling Projects

Optimus

0 1,441 1.9 Python

:truck: Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark (by ironmussa)
skrub

1 1,009 8.9 Python

Prepping tables for machine learning

Project mention: Are there any Python libraries for Data Cleansing ? | /r/dataengineering | 2023-12-08

WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
prosto

9 89 3.6 Python

Prosto is a data processing toolkit radically changing how data is processed by heavily relying on functions and operations with functions - an alternative to map-reduce and join-groupby
pipda

1 35 6.2 Python

A framework for data piping in python
mongorefine

1 2 10.0 Python

Experimental headless data wrangling / refining tool over MongoDB, inspired by OpenRefine
InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).