Awesome Open Source
Awesome Open Source
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Companies 📦 60
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Computer Science 📦 80
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Data Storage 📦 135
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Frameworks 📦 215
Games 📦 129
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Web User Interface 📦 210

The Top 276 Data Analysis Open Source Projects

Categories > Data Processing > Data Analysis
Scikit Learn ⭐ 45,707
scikit-learn: machine learning in Python
Superset ⭐ 38,463
Apache Superset is a Data Visualization and Data Exploration Platform
Pandas ⭐ 29,664
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
Metabase ⭐ 24,785
The simplest, fastest way to get business intelligence and analytics to everyone in your company 😋
Streamlit ⭐ 14,481
Streamlit — The fastest way to build data apps in Python
Goaccess ⭐ 13,201
GoAccess is a real-time web log analyzer and interactive viewer that runs in a terminal in *nix systems or through your browser.
Cyberchef ⭐ 11,859
The Cyber Swiss Army Knife - a web app for encryption, encoding, compression and data analysis
Ai Expert Roadmap ⭐ 10,463
Roadmap to becoming an Artificial Intelligence Expert in 2021
Openrefine ⭐ 8,115
OpenRefine is a free, open source power tool for working with messy data and improving it
Mlcourse.ai ⭐ 7,626
Open Machine Learning Course
Pandas Profiling ⭐ 7,270
Create HTML profiling reports from pandas DataFrame objects
Statsmodels ⭐ 6,303
Statsmodels: statistical modeling and econometrics in Python
Pandas_exercises ⭐ 6,187
Practice your pandas skills!
Imbalanced Learn ⭐ 5,225
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
Alluxio ⭐ 5,081
Alluxio, data orchestration for analytics and machine learning in the cloud
Data Analysis And Machine Learning Projects ⭐ 5,008
Repository of teaching materials, code, and data for my data analysis and machine learning projects.
Pachyderm ⭐ 5,002
Reproducible Data Science at Scale!
Gop ⭐ 4,907
GoPlus - The Go+ language for data science
Gonum ⭐ 4,857
Gonum is a set of numeric libraries for the Go programming language. It contains libraries for matrices, statistics, optimization, and more
Knowledge Repo ⭐ 4,744
A next-generation curated knowledge sharing platform for data scientists and other technical professions.
Weibospider ⭐ 4,621
⚡️ A distributed crawler for weibo, building with celery and requests.
Awesome R ⭐ 4,589
A curated list of awesome R packages, frameworks and software.
Pyod ⭐ 4,472
(JMLR'19) A Python Toolbox for Scalable Outlier Detection (Anomaly Detection)
Pydata Notebook ⭐ 4,147
利用Python进行数据分析 第二版 (2017) 中文翻译笔记
Sqlpad ⭐ 3,745
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
Akshare ⭐ 3,494
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
Ai Learn ⭐ 3,384
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：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch 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
Xlearn ⭐ 2,880
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.
Missingno ⭐ 2,766
Missing data visualization module for Python.
Plotnine ⭐ 2,685
A grammar of graphics for Python
Igel ⭐ 2,634
a delightful machine learning tool that allows you to train, test and use models without writing code
Datascience ⭐ 2,623
Curated list of Python resources for data science.
Datav ⭐ 2,589
📊 Beautiful and interactive data visualization platform, visualize metrics,logs,traces and big-screens
Tablesaw ⭐ 2,583
Java dataframe and visualization library
Gradio ⭐ 2,539
Create UIs for prototyping your machine learning model in 3 minutes
Octosql ⭐ 2,419
OctoSQL is a query tool that allows you to join, analyse and transform data from multiple databases and file formats using SQL.
Airbyte ⭐ 2,415
Airbyte is an open-source EL(T) platform that helps you replicate your data in your warehouses, lakes and databases.
Dtale ⭐ 2,338
Visualizer for pandas data structures
Tad ⭐ 2,241
A desktop application for viewing and analyzing tabular data
Matplotplusplus ⭐ 2,059
Matplot++: A C++ Graphics Library for Data Visualization 📊🗾
Pandas Datareader ⭐ 1,991
Extract data from a wide range of Internet sources into a pandas DataFrame.
Ml Workspace ⭐ 1,941
🛠 All-in-one web-based IDE specialized for machine learning and data science.
Awesome Geospatial ⭐ 1,929
Long list of geospatial tools and resources
Aachartkit Swift ⭐ 1,818
📈📊📱📺💻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、曲线填充图、气泡图、扇形图、环形图、散点图、雷达图、混合图等各种类型的多达几十种的信息图图表,完全满足工作所需.
Awesome Ts Anomaly Detection ⭐ 1,736
List of tools & datasets for anomaly detection on time-series data.
Pbpython ⭐ 1,599
Code, Notebooks and Examples from Practical Business Python
Pandas Videos ⭐ 1,566
Jupyter notebook and datasets from the pandas Q&A video series
Sweetviz ⭐ 1,561
Visualize and compare datasets, target values and associations, with one line of code.
Dat8 ⭐ 1,493
General Assembly's 2015 Data Science course in Washington, DC
Hacknical ⭐ 1,436
Hacknical, hacker & technical. A website for GitHub user to make a better resume.
Root ⭐ 1,427
The official repository for ROOT: analyzing, storing and visualizing big data, scientifically
100 Pandas Puzzles ⭐ 1,420
100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)
Cubes ⭐ 1,400
Light-weight Python OLAP framework for multi-dimensional data analysis
Flyte ⭐ 1,397
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.
Spark Py Notebooks ⭐ 1,359
Apache Spark & Python (pySpark) tutorials for Big Data Analysis and Machine Learning as IPython / Jupyter notebooks
Gopup ⭐ 1,359
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，新闻联播文字稿，影视票房数据，高校名单，疫情数据…
Fklearn ⭐ 1,315
fklearn: Functional Machine Learning
Dex ⭐ 1,246
Dex : The Data Explorer -- A data visualization tool written in Java/Groovy/JavaFX capable of powerful ETL and publishing web visualizations.
Running_page ⭐ 1,230
Make your own running home page
Hyperlearn ⭐ 1,210
50% faster, 50% less RAM Machine Learning. Numba rewritten Sklearn. SVD, NNMF, PCA, LinearReg, RidgeReg, Randomized, Truncated SVD/PCA, CSR Matrices all 50+% faster
Datatable ⭐ 1,206
A Python package for manipulating 2-dimensional tabular data structures
Awesome Business Intelligence ⭐ 1,202
Actively curated list of awesome BI tools. PRs welcome!
Tabix ⭐ 1,198
Tabix.io UI
My Journey In The Data Science World ⭐ 1,175
📢 Ready to learn or review your knowledge!
Tsne Cuda ⭐ 1,166
GPU Accelerated t-SNE for CUDA with Python bindings
Tiledb ⭐ 1,098
The Universal Storage Engine
Pycm ⭐ 1,092
Multi-class confusion matrix library in Python
Vue Data Board ⭐ 1,085
A Data Analysis Board in Vue.
Python_data_analysis_and_mining_action ⭐ 1,057
《python数据分析与挖掘实战》的代码笔记
Ai For Security Learning ⭐ 1,013
安全场景、基于AI的安全算法和安全数据分析学习资料整理
Data Selfie ⭐ 1,012
Data Selfie - a browser extension to track yourself on Facebook and analyze your data.
Optimus ⭐ 1,007
🚚 Agile Data Preparation Workflows made easy with pandas, dask, cudf, dask_cudf and pyspark
Janitor ⭐ 1,003
simple tools for data cleaning in R
Data Forge Ts ⭐ 988
The JavaScript data transformation and analysis toolkit inspired by Pandas and LINQ.
Resources ⭐ 984
PyMC3 educational resources
Vectorbt ⭐ 958
Ultimate Python library for time series analysis and backtesting at speed and scale
Pyda 2e Zh ⭐ 899
📖 [译] 利用 Python 进行数据分析 · 第 2 版
Dataframe ⭐ 890
C++ DataFrame for statistical, Financial, and ML analysis -- in modern C++ using native types, continuous memory storage, and no pointers are involved
Awesome Python Data Science ⭐ 886
Probably the best curated list of data science software in Python.
Data Science On Gcp ⭐ 876
Source code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017
Dataflowjavasdk ⭐ 854
Google Cloud Dataflow provides a simple, powerful model for building both batch and streaming parallel data processing pipelines.
Getting Started ⭐ 772
This repository is a getting started guide to Singer.
Cookbook 2nd ⭐ 720
IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018
Nfstream ⭐ 649
NFStream: a Flexible Network Data Analysis Framework.
Dataproofer ⭐ 643
A proofreader for your data
Elki ⭐ 626
ELKI Data Mining Toolkit
Siuba ⭐ 621
Python library for using dplyr like syntax with pandas and SQL
Qs_ledger ⭐ 596
Quantified Self Personal Data Aggregator and Data Analysis
Cookbook 2nd Code ⭐ 555
Code of the IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018 [read-only repository]
Data Science With Ruby ⭐ 553
Practical Data Science with Ruby based tools.
Rumale ⭐ 534
Rumale is a machine learning library in Ruby
Dapy ⭐ 531
Easy-to-use data analysis / manipulation framework for humans
Data Science ⭐ 531
Collection of useful data science topics along with code and articles
Antd Umi Sys ⭐ 517
企业BI系统，数据可视化平台，主要技术：react、antd、umi、dva、es6、less等，与君共勉，互相学习，如果喜欢请start ⭐。
Dataanalysisinaction ⭐ 508
(已完结)《极客时间数据分析实战45讲-详细笔记》包含markdown、图片、思维导图、代码 、数据。 可直接阅读代码、测试!
R ⭐ 476
Exercises (incl. analyses) with R language (math+statistics)
Courses ⭐ 472
Quiz & Assignment of Coursera
Jupyter_pivottablejs ⭐ 433
Drag’n’drop Pivot Tables and Charts for Jupyter/IPython Notebook, care of PivotTable.js
Iclr2020 Openreviewdata ⭐ 433
Script that crawls meta data from ICLR OpenReview webpage. Tutorials on installing and using Selenium and ChromeDriver on Ubuntu.
Iris ⭐ 427
A powerful, format-agnostic, and community-driven Python package for analysing and visualising Earth science data
1-100 of 276 projects
Advertising 📦 10
All Projects
Application Programming Interfaces 📦 124
Applications 📦 192
Artificial Intelligence 📦 78
Blockchain 📦 73
Build Tools 📦 113
Cloud Computing 📦 80
Code Quality 📦 28
Collaboration 📦 32
Command Line Interface 📦 49
Community 📦 83
Companies 📦 60
Compilers 📦 63
Computer Science 📦 80
Configuration Management 📦 42
Content Management 📦 175
Control Flow 📦 213
Data Formats 📦 78
Data Processing 📦 276
Data Storage 📦 135
Economics 📦 64
Frameworks 📦 215
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
Messaging 📦 98
Networking 📦 315
Operating Systems 📦 89
Operations 📦 121
Package Managers 📦 55
Programming Languages 📦 245
Runtime Environments 📦 100
Science 📦 42
Security 📦 396
Social Media 📦 27
Software Architecture 📦 72
Software Development 📦 72
Software Performance 📦 58
Software Quality 📦 133
Text Editors 📦 49
Text Processing 📦 136
User Interface 📦 330
User Interface Components 📦 514
Version Control 📦 30
Virtualization 📦 71
Web Browsers 📦 42
Web Servers 📦 26
Web User Interface 📦 210