Top 7 Python Dataframe Projects

pandera

7 2,976 8.9 Python

A light-weight, flexible, and expressive statistical data testing library
eland

4 608 8.6 Python

Python Client and Toolkit for DataFrames, Big Data, Machine Learning and ETL in Elasticsearch

Project mention: I'm getting elasticsearch.BadRequestError: BadRequestError(400, 'illegal_argument_exception', "specified fields can't be null or empty") using Eland library | /r/elasticsearch | 2023-05-02

We have a fix for this issue reported here merged and pending a release. Hopefully that release will happen in the next few days, then you can upgrade and the default experience for everyone won't be as confusing :)

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.
riptable

1 345 6.5 Python

64bit multithreaded python data analytics tools for numpy arrays and datasets
dataframe_sql

1 96 0.0 Python

A Python package that parses SQL and interprets it as methods that act upon existing pandas (or other types of) DataFrames that have been declared and registered
dataframe-api

2 91 8.6 Python

RFC document, tooling and other content related to the dataframe API standard

Project mention: Introducing seaborn-polars, a package allowing to use Polars DataFrames and LazyFrames with Seaborn | /r/Python | 2023-05-15

Yes, with the upcoming dataframe api protocol the implementation and API will be separated for libraries that adopt that protocol.

sql_to_ibis

1 48 0.0 Python

A Python package that parses sql and converts it to ibis expressions
FloridaPropertyData

1 1 4.3 Python

A Python-based tool for retrieving and processing property data for specific counties in Florida using Parcel ID numbers. Simplifies data retrieval and offers customization options for real estate agents, investors, and government officials.
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). The latest post mention was on 2023-05-15.