Top 8 Python pydata Projects

Dask

32 11,982 9.7 Python

Parallel computing with task scheduling

Project mention: The Distributed Tensor Algebra Compiler (2022) | news.ycombinator.com | 2023-06-15

koalas

2 3,319 4.6 Python

Koalas: pandas API on Apache Spark
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.
stumpy

6 2,984 7.9 Python

STUMPY is a powerful and scalable Python library for modern time series analysis

Project mention: Stumpy: Matrix profile time series analysis | news.ycombinator.com | 2024-03-03

pandas-datareader

3 2,819 6.3 Python

Extract data from a wide range of Internet sources into a pandas DataFrame.

Project mention: Seeking recommendations for forex economic data API | /r/algotrading | 2023-05-03

I've looked at https://github.com/pydata/pandas-datareader and it looks good, does anyone have experience?

distributed

3 1,540 9.6 Python

A distributed task scheduler for Dask
pyjanitor

4 1,279 8.2 Python

Clean APIs for data cleaning. Python implementation of R package Janitor

Project mention: Sub library with useful code | /r/learnpython | 2023-05-19

pyvtreat

1 114 6.9 Python

vtreat is a data frame processor/conditioner that prepares real-world data for predictive modeling in a statistically sound manner. Distributed under a BSD-3-Clause license.
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.
graphblas-algorithms

3 60 6.2 Python

Graph algorithms written in GraphBLAS

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).