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

scikit-learn

scikit-learn: machine learning in Python

redshift-connector

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

statsmodels

Statsmodels: statistical modeling and econometrics in Python

streamlit

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

gradio

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

imbalanced-learn

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

gradio-client

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

plotnine

A Grammar of Graphics for Python

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

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

ydata-profiling

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

visions

Type System for Data Analysis in Python

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.

awkward

Manipulate JSON-like data with NumPy-like idioms.

pandas-datareader

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

kneed

Knee point detection in Python :chart_with_upwards_trend:

awkward-cpp

Manipulate JSON-like data with NumPy-like idioms.

flyteidl

Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.

pandas-profiling

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

plotly-resampler

Visualize large time series data with plotly.py

corner

Make some beautiful corner plots

clevercsv

CleverCSV is a Python package for handling messy CSV files. It provides a drop-in replacement for the builtin CSV module with improved dialect detection, and comes with a handy command line application for working with CSV files.

reflex-hosting-cli

🕸️ Web apps in pure Python 🐍