Data Analysis Python Packages

pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

703.2M 49K 20K

scikit-learn

scikit-learn: machine learning in Python

208.6M 66K 27K

redshift-connector

Redshift Python Connector. It supports Python Database API Specification v2.0.

48.7M 218 87

statsmodels

Statsmodels: statistical modeling and econometrics in Python

36.7M 11K 3K

streamlit

Streamlit — A faster way to build and share data apps.

29.2M 45K 4K

gradio

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

14.8M 43K 3K

imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

13.2M 7K 1K

gradio-client

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

9.2M 43K 3K

plotnine

A Grammar of Graphics for Python

3.4M 5K 248

dbl-tempo

API for manipulating time series on top of Apache Spark: lagged time values, rolling statistics (mean, avg, sum, count, etc), AS OF joins, downsampling, and interpolation

3.2M 342 59

akshare

AKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库

2.8M 19K 3K

ydata-profiling

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

2M 14K 2K

visions

Type System for Data Analysis in Python

1.6M 218 20

awkward

Manipulate JSON-like data with NumPy-like idioms.

1.4M 959 123

elementary-data

The dbt-native data observability solution for data & analytics engineers. Monitor your data pipelines in minutes. Available as self-hosted or cloud service with premium features.

1.3M 2K 217

awkward-cpp

Manipulate JSON-like data with NumPy-like idioms.

1.2M 959 123