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The Top 4,744 Data Analysis Open Source Projects

Categories > Data Processing > Data Analysis
Scikit Learn ⭐ 50,217
scikit-learn: machine learning in Python
dependent packages 6,404total releases 63most recent commit 16 hours agopypi scikit-learn} Downloads
Superset ⭐ 46,350
Apache Superset is a Data Visualization and Data Exploration Platform
total releases 59most recent commit a day ago
Pandas ⭐ 34,055
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
dependent packages 21,569total releases 102most recent commit 7 hours agopypi pandas} Downloads
Metabase ⭐ 28,507
The simplest, fastest way to get business intelligence and analytics to everyone in your company 😋
most recent commit 6 hours ago
Streamlit ⭐ 19,327
Streamlit — The fastest way to build data apps in Python
dependent packages 351total releases 159most recent commit 10 hours agopypi streamlit} Downloads
Pydata Book ⭐ 16,558
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
most recent commit 4 months ago
Ai Expert Roadmap ⭐ 16,348
Roadmap to becoming an Artificial Intelligence Expert in 2022
most recent commit 4 months ago
Cyberchef ⭐ 16,137
The Cyber Swiss Army Knife - a web app for encryption, encoding, compression and data analysis
dependent packages 3total releases 330most recent commit a month agonpm cyberchef} Downloads
Goaccess ⭐ 14,728
GoAccess is a real-time web log analyzer and interactive viewer that runs in a terminal in *nix systems or through your browser.
most recent commit 21 hours ago
Data Science For Beginners ⭐ 12,141
10 Weeks, 20 Lessons, Data Science for All!
most recent commit 4 days ago
Best Of Ml Python ⭐ 10,260
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
most recent commit 2 days ago
Pandas Profiling ⭐ 9,009
Create HTML profiling reports from pandas DataFrame objects
dependent packages 78total releases 29most recent commit a day agopypi pandas-profiling} Downloads
Openrefine ⭐ 8,833
OpenRefine is a free, open source power tool for working with messy data and improving it
total releases 3most recent commit 9 hours ago
Mlcourse.ai ⭐ 8,147
Open Machine Learning Course
most recent commit 2 months ago
Pandas_exercises ⭐ 7,661
Practice your pandas skills!
most recent commit 25 days ago
Statsmodels ⭐ 7,376
Statsmodels: statistical modeling and econometrics in Python
dependent packages 1,185total releases 30most recent commit 10 days agopypi statsmodels} Downloads
Gradio ⭐ 7,165
Create UIs for your machine learning model in Python in 3 minutes
dependent packages 19total releases 271most recent commit a day agopypi gradio} Downloads
Airbyte ⭐ 6,881
Airbyte is an open-source EL(T) platform that helps you replicate your data in your warehouses, lakes and databases.
total releases 62most recent commit 5 hours ago
Imbalanced Learn ⭐ 5,850
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
dependent packages 121total releases 29most recent commit 12 days agopypi imbalanced-learn} Downloads
Dataease ⭐ 5,785
人人可用的开源数据可视化分析工具。
most recent commit 8 days ago
Gonum ⭐ 5,769
Gonum is a set of numeric libraries for the Go programming language. It contains libraries for matrices, statistics, optimization, and more
dependent packages 1,058total releases 107most recent commit 5 days ago
Alluxio ⭐ 5,659
Alluxio, data orchestration for analytics and machine learning in the cloud
dependent packages 45total releases 52most recent commit 13 hours ago
Pyod ⭐ 5,623
A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
dependent packages 29total releases 79most recent commit 15 days agopypi pyod} Downloads
Pachyderm ⭐ 5,501
The Complete MLOps Stack
dependent packages 1total releases 180most recent commit 12 hours ago
Knowledge Repo ⭐ 5,095
A next-generation curated knowledge sharing platform for data scientists and other technical professions.
total releases 30most recent commit 4 days ago
Akshare ⭐ 5,000
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
dependent packages 9total releases 1,466most recent commit 10 hours agopypi akshare} Downloads
Data Analysis And Machine Learning Projects ⭐ 4,836
Repository of teaching materials, code, and data for my data analysis and machine learning projects.
most recent commit 2 years ago
Awesome R ⭐ 4,775
A curated list of awesome R packages, frameworks and software.
most recent commit 8 months ago
Cudf ⭐ 4,772
cuDF - GPU DataFrame Library
total releases 22most recent commit 5 hours ago
Weibospider ⭐ 4,653
⚡️ A distributed crawler for weibo, building with celery and requests.
most recent commit 2 years ago
Machine Learning Mindmap ⭐ 4,400
A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.
most recent commit 2 years ago
Sqlpad ⭐ 4,352
Web-based SQL editor run in your own private cloud. Supports MySQL, Postgres, SQL Server, Vertica, Crate, ClickHouse, Trino, Presto, SAP HANA, Cassandra, Snowflake, BigQuery, SQLite, and more with ODBC
total releases 87most recent commit a month ago
Datasciencepython ⭐ 4,254
common data analysis and machine learning tasks using python
most recent commit a year ago
Ai Learn ⭐ 3,947
人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Py tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域
most recent commit 2 years ago
Pydata Notebook ⭐ 3,666
利用Python进行数据分析 第二版 (2017) 中文翻译笔记
most recent commit 4 years ago
Orange3 ⭐ 3,423
🍊 📊 💡 Orange: Interactive data analysis
dependent packages 37total releases 56most recent commit a day agopypi Orange3} Downloads
Dtale ⭐ 3,422
Visualizer for pandas data structures
dependent packages 12total releases 146most recent commit 4 days agopypi dtale} Downloads
Danfojs ⭐ 3,341
Danfo.js is an open source, JavaScript library providing high performance, intuitive, and easy to use data structures for manipulating and processing structured data.
dependent packages 2total releases 36most recent commit a month agonpm danfojs-node} Downloads
Datascience ⭐ 3,310
Curated list of Python resources for data science.
most recent commit 3 days ago
Jimureport ⭐ 3,211
「低代码可视化报表」类似excel操作风格，在线拖拽完成设计！功能涵盖: 报表设计、图形报表、打印设计、大屏设计等，完全免费！秉承“简单、易用、专业”的产品理念，极大的降低报
total releases 9most recent commit 3 days ago
Plotnine ⭐ 3,084
A grammar of graphics for Python
dependent packages 76total releases 11most recent commit 8 days agopypi plotnine} Downloads
Missingno ⭐ 3,082
Missing data visualization module for Python.
dependent packages 41total releases 25most recent commit 3 months agopypi missingno} Downloads
Octosql ⭐ 3,068
OctoSQL is a query tool that allows you to join, analyse and transform data from multiple databases and file formats using SQL.
dependent packages 2total releases 23most recent commit 9 days ago
Growthbook ⭐ 3,057
Open Source Feature Flagging and A/B Testing Platform
total releases 31most recent commit 21 hours ago
Igel ⭐ 2,964
a delightful machine learning tool that allows you to train, test, and use models without writing code
total releases 34most recent commit 4 months ago
Tablesaw ⭐ 2,896
Java dataframe and visualization library
dependent packages 16total releases 78most recent commit a month ago
Xlearn ⭐ 2,832
High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.
dependent packages 11total releases 10most recent commit a year agopypi xlearn} Downloads
Datav ⭐ 2,759
📊https://datav.io is a modern APM, provide observability for your business, application and infrastructure. It's also a lightweight alternative to Grafana.
total releases 5most recent commit 2 months ago
Awesome Geospatial ⭐ 2,685
Long list of geospatial tools and resources
most recent commit 8 days ago
Matplotplusplus ⭐ 2,632
Matplot++: A C++ Graphics Library for Data Visualization 📊🗾
most recent commit 24 days ago
Data Science ⭐ 2,554
Collection of useful data science topics along with code and articles
most recent commit 5 days ago
Machine_learning_complete ⭐ 2,431
A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
most recent commit 15 days ago
Flyte ⭐ 2,346
Kubernetes-native workflow automation platform for complex, mission-critical data and ML processes at scale. It has been battle-tested at Lyft, Spotify, Freenome, and others and is truly open-source.
total releases 17most recent commit 18 hours ago
Tad ⭐ 2,317
A desktop application for viewing and analyzing tabular data
most recent commit 6 days ago
Ml Workspace ⭐ 2,294
🛠 All-in-one web-based IDE specialized for machine learning and data science.
most recent commit 6 months ago
Pandas Datareader ⭐ 2,263
Extract data from a wide range of Internet sources into a pandas DataFrame.
dependent packages 91total releases 22most recent commit 2 months agopypi pandas-datareader} Downloads
Awesome Ts Anomaly Detection ⭐ 2,149
List of tools & datasets for anomaly detection on time-series data.
most recent commit 2 months ago
Aachartkit Swift ⭐ 2,069
📈📊📱💻🖥️An elegant modern declarative data visualization chart framework for iOS, iPadOS and macOS. Extremely powerful, supports line, spline, area, areaspline, column, bar, pie, scatter, angular gauges, arearange, areasplinerange, columnrange, bubble, box plot, error bars, funnel, waterfall and polar chart types. 极其精美而又强大的跨平台数据可视化图表框架,支持柱状图、条形图、折线图、曲线图、折线填充图、曲线填充
total releases 15most recent commit 2 days ago
Data_hacks ⭐ 1,875
Command line utilities for data analysis
total releases 2most recent commit 4 years ago
Running_page ⭐ 1,813
Make your own running home page
most recent commit 5 days ago
Root ⭐ 1,809
The official repository for ROOT: analyzing, storing and visualizing big data, scientifically
dependent packages 19total releases 13most recent commit a day ago
Pandas Videos ⭐ 1,808
Jupyter notebook and datasets from the pandas Q&A video series
most recent commit 12 days ago
Gopup ⭐ 1,784
数据接口：百度、谷歌、头条、微博指数,宏观数据，利率数据，货币汇率，千里马、独角兽公司，新闻联播文字
total releases 36most recent commit 2 months ago
Sweetviz ⭐ 1,753
Visualize and compare datasets, target values and associations, with one line of code.
dependent packages 5total releases 31most recent commit 8 months agopypi sweetviz} Downloads
Linear_algebra_with_python ⭐ 1,639
Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the most must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.
most recent commit 2 months ago
Tabix ⭐ 1,614
Tabix.io UI
most recent commit 3 days ago
Datastation ⭐ 1,580
App to easily query, script, and visualize data from every database, file, and API.
most recent commit 2 days ago
Plots.jl ⭐ 1,546
Powerful convenience for Julia visualizations and data analysis
most recent commit a day ago
Vizzu Lib ⭐ 1,519
Library for animated data visualizations and data stories.
total releases 13most recent commit 4 days ago
Awesome Business Intelligence ⭐ 1,509
Actively curated list of awesome BI tools. PRs welcome!
most recent commit 2 months ago
Datatable ⭐ 1,499
A Python package for manipulating 2-dimensional tabular data structures
dependent packages 9total releases 14most recent commit 5 days agopypi datatable} Downloads
Hacknical ⭐ 1,456
Hacknical, hacker & technical. A website for GitHub user to make a better resume.
most recent commit 4 months ago
100 Pandas Puzzles ⭐ 1,455
100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)
most recent commit a year ago
Dataframe ⭐ 1,450
C++ DataFrame for statistical, Financial, and ML analysis -- in modern C++ using native types and contiguous memory storage
most recent commit 18 days ago
Dat8 ⭐ 1,439
General Assembly's 2015 Data Science course in Washington, DC
most recent commit 6 years ago
Pymc Resources ⭐ 1,436
PyMC educational resources
most recent commit a month ago
Cubes ⭐ 1,429
Light-weight Python OLAP framework for multi-dimensional data analysis
most recent commit 7 months ago
Bdash ⭐ 1,407
Simple SQL Client for lightweight data analysis.
most recent commit 19 days ago
Fklearn ⭐ 1,393
fklearn: Functional Machine Learning
total releases 24most recent commit a month ago
Tsne Cuda ⭐ 1,360
GPU Accelerated t-SNE for CUDA with Python bindings
dependent packages 1total releases 4most recent commit 2 months agopypi tsnecuda} Downloads
Tiledb ⭐ 1,330
The Universal Storage Engine
dependent packages 6total releases 72most recent commit 2 days ago
Awesome Python Data Science ⭐ 1,270
Probably the best curated list of data science software in Python.
most recent commit 3 months ago
Statistical Analysis Python Tutorial ⭐ 1,233
Statistical Data Analysis in Python
most recent commit 7 years ago
Pycm ⭐ 1,231
Multi-class confusion matrix library in Python
dependent packages 8total releases 39most recent commit a month agopypi pycm} Downloads
Spark Py Notebooks ⭐ 1,227
Apache Spark & Python (pySpark) tutorials for Big Data Analysis and Machine Learning as IPython / Jupyter notebooks
most recent commit 5 years ago
Hyperlearn ⭐ 1,226
Waiting hours for a future prediction is unacceptable. Hyperlearn makes AI and ML algorithms 50% faster, use 90% less memory and doesn't require you to use new hardware! ML Algorithms like PCA, Linear Regression, NMF are all faster!
most recent commit 6 months ago
Optimus ⭐ 1,213
🚚 Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark
total releases 26most recent commit 24 days ago
Sqliteviz ⭐ 1,209
Instant offline SQL-powered data visualisation in your browser
most recent commit 5 months ago
Dex ⭐ 1,193
Dex : The Data Explorer -- A data visualization tool written in Java/Groovy/JavaFX capable of powerful ETL and publishing web visualizations.
most recent commit 3 years ago
Ggplot2 Book ⭐ 1,190
ggplot2: elegant graphics for data analysis
most recent commit 2 months ago
Vue Data Board ⭐ 1,166
A Data Analysis Board in Vue.
most recent commit 5 months ago
Janitor ⭐ 1,133
simple tools for data cleaning in R
dependent packages 42total releases 12most recent commit 12 days ago
Data Forge Ts ⭐ 1,115
The JavaScript data transformation and analysis toolkit inspired by Pandas and LINQ.
dependent packages 20total releases 140most recent commit 15 days agonpm data-forge} Downloads
Re Data ⭐ 1,057
re_data - fix data issues before your users & CEO would discover them 😊
total releases 30most recent commit 4 days ago
Ai For Security Learning ⭐ 1,055
安全场景、基于AI的安全算法和安全数据分析学习资料精选
most recent commit 10 months ago
Cartopy ⭐ 1,052
Cartopy - a cartographic python library with matplotlib support
dependent packages 29total releases 9most recent commit 4 days ago
Data Science On Gcp ⭐ 1,018
Source code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017
most recent commit 2 months ago
Data Selfie ⭐ 1,001
Data Selfie - a browser extension to track yourself on Facebook and analyze your data.
most recent commit 4 years ago
Yt Channels Ds Ai Ml Cs ⭐ 980
A comprehensive list of 180+ YouTube Channels for Data Science, Data Engineering, Machine Learning, Deep learning, Computer Science, programming, software engineering, etc.
most recent commit 5 months ago
Clevercsv ⭐ 978
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.
dependent packages 6total releases 42most recent commit 16 days agopypi clevercsv} Downloads
1-100 of 4,744 projects
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