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!

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

plotnine

A Grammar of Graphics for Python

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.

pandas-datareader

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

awkward

Manipulate JSON-like data with NumPy-like idioms.

flyteidl

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

awkward-cpp

Manipulate JSON-like data with NumPy-like idioms.

kneed

Knee point detection in Python :chart_with_upwards_trend:

plotly-resampler

Visualize large time series data with plotly.py

pandas-profiling

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

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.

missingno

Missing data visualization module for Python.

apache-superset-core

Apache Superset is a Data Visualization and Data Exploration Platform