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The Top 3,540 Data Analysis Open Source Projects on Github

Categories > Data Processing > Data Analysis
Scikit Learn ⭐ 47,226
scikit-learn: machine learning in Python
Superset ⭐ 40,507
Apache Superset is a Data Visualization and Data Exploration Platform
Pandas ⭐ 31,066
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 ⭐ 26,010
The simplest, fastest way to get business intelligence and analytics to everyone in your company 😋
Streamlit ⭐ 15,934
Streamlit — The fastest way to build data apps in Python
Goaccess ⭐ 13,768
GoAccess is a real-time web log analyzer and interactive viewer that runs in a terminal in *nix systems or through your browser.
Cyberchef ⭐ 12,877
The Cyber Swiss Army Knife - a web app for encryption, encoding, compression and data analysis
Ai Expert Roadmap ⭐ 10,037
Roadmap to becoming an Artificial Intelligence Expert in 2021
Openrefine ⭐ 8,355
OpenRefine is a free, open source power tool for working with messy data and improving it
Pandas Profiling ⭐ 7,938
Create HTML profiling reports from pandas DataFrame objects
Mlcourse.ai ⭐ 7,819
Open Machine Learning Course
Statsmodels ⭐ 6,640
Statsmodels: statistical modeling and econometrics in Python
Pandas_exercises ⭐ 5,983
Practice your pandas skills!
Imbalanced Learn ⭐ 5,463
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
Gop ⭐ 5,233
GoPlus - The Go+ language for data science
Alluxio ⭐ 5,233
Alluxio, data orchestration for analytics and machine learning in the cloud
Pachyderm ⭐ 5,214
Reproducible Data Science at Scale!
Gonum ⭐ 5,181
Gonum is a set of numeric libraries for the Go programming language. It contains libraries for matrices, statistics, optimization, and more
Knowledge Repo ⭐ 4,863
A next-generation curated knowledge sharing platform for data scientists and other technical professions.
Pyod ⭐ 4,845
(JMLR'19) A Python Toolbox for Scalable Outlier Detection (Anomaly Detection)
Data Analysis And Machine Learning Projects ⭐ 4,836
Repository of teaching materials, code, and data for my data analysis and machine learning projects.
Awesome R ⭐ 4,696
A curated list of awesome R packages, frameworks and software.
Weibospider ⭐ 4,653
⚡️ A distributed crawler for weibo, building with celery and requests.
Akshare ⭐ 4,031
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
Airbyte ⭐ 4,022
Airbyte is an open-source EL(T) platform that helps you replicate your data in your warehouses, lakes and databases.
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：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
Sqlpad ⭐ 3,926
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
Pydata Notebook ⭐ 3,666
利用Python进行数据分析 第二版 (2017) 中文翻译笔记
Gradio ⭐ 3,594
Create UIs for prototyping your machine learning model in 3 minutes
Dataease ⭐ 3,340
人人可用的开源数据可视化分析工具。
Igel ⭐ 2,934
a delightful machine learning tool that allows you to train, test, and use models without writing code
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.
Missingno ⭐ 2,821
Missing data visualization module for Python.
Datascience ⭐ 2,810
Curated list of Python resources for data science.
Plotnine ⭐ 2,786
A grammar of graphics for Python
Datav ⭐ 2,710
📊A lightweight alternative to Grafana, also datav is a modern apm for metrics,traces and logs. Datav has fully native support for @open-telemetry, is an open-source alternative to DataDog, NewRelic.
Tablesaw ⭐ 2,698
Java dataframe and visualization library
Dtale ⭐ 2,608
Visualizer for pandas data structures
Jimureport ⭐ 2,530
「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，极大的降低报表开发难度、缩短开发周期、解决各类报表难题。
Octosql ⭐ 2,499
OctoSQL is a query tool that allows you to join, analyse and transform data from multiple databases and file formats using SQL.
Matplotplusplus ⭐ 2,293
Matplot++: A C++ Graphics Library for Data Visualization 📊🗾
Awesome Geospatial ⭐ 2,229
Long list of geospatial tools and resources
Pandas Datareader ⭐ 2,077
Extract data from a wide range of Internet sources into a pandas DataFrame.
Ml Workspace ⭐ 2,050
🛠 All-in-one web-based IDE specialized for machine learning and data science.
Tad ⭐ 1,996
A desktop application for viewing and analyzing tabular data
Aachartkit Swift ⭐ 1,913
📈📊📱💻🖥️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 ⭐ 1,884
List of tools & datasets for anomaly detection on time-series data.
Sweetviz ⭐ 1,715
Visualize and compare datasets, target values and associations, with one line of code.
Pbpython ⭐ 1,661
Code, Notebooks and Examples from Practical Business Python
Flyte ⭐ 1,646
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.
Gopup ⭐ 1,557
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…
Root ⭐ 1,519
The official repository for ROOT: analyzing, storing and visualizing big data, scientifically
100 Pandas Puzzles ⭐ 1,455
100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)
Hacknical ⭐ 1,439
Hacknical, hacker & technical. A website for GitHub user to make a better resume.
Dat8 ⭐ 1,439
General Assembly's 2015 Data Science course in Washington, DC
Running_page ⭐ 1,368
Make your own running home page
Datatable ⭐ 1,354
A Python package for manipulating 2-dimensional tabular data structures
Fklearn ⭐ 1,333
fklearn: Functional Machine Learning
Cubes ⭐ 1,332
Light-weight Python OLAP framework for multi-dimensional data analysis
Tabix ⭐ 1,324
Tabix.io UI
Awesome Business Intelligence ⭐ 1,278
Actively curated list of awesome BI tools. PRs welcome!
Spark Py Notebooks ⭐ 1,227
Apache Spark & Python (pySpark) tutorials for Big Data Analysis and Machine Learning as IPython / Jupyter notebooks
Tsne Cuda ⭐ 1,198
GPU Accelerated t-SNE for CUDA with Python bindings
Dex ⭐ 1,193
Dex : The Data Explorer -- A data visualization tool written in Java/Groovy/JavaFX capable of powerful ETL and publishing web visualizations.
Tiledb ⭐ 1,184
The Universal Storage Engine
Hyperlearn ⭐ 1,183
50% faster, 50% less RAM Machine Learning. Numba rewritten Sklearn. SVD, NNMF, PCA, LinearReg, RidgeReg, Randomized, Truncated SVD/PCA, CSR Matrices all 50+% faster
My Journey In The Data Science World ⭐ 1,175
📢 Ready to learn or review your knowledge!
Pycm ⭐ 1,150
Multi-class confusion matrix library in Python
Pandas Videos ⭐ 1,144
Jupyter notebook and datasets from the pandas Q&A video series
Dataframe ⭐ 1,141
C++ DataFrame for statistical, Financial, and ML analysis -- in modern C++ using native types, continuous memory storage, and no pointers are involved
Vue Data Board ⭐ 1,110
A Data Analysis Board in Vue.
Optimus ⭐ 1,106
🚚 Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF and PySpark
Sqliteviz ⭐ 1,098
Instant offline SQL-powered data visualisation in your browser
Resources ⭐ 1,065
PyMC3 educational resources
Data Science ⭐ 1,065
Collection of useful data science topics along with code and articles
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
Janitor ⭐ 1,045
simple tools for data cleaning in R
Data Selfie ⭐ 1,001
Data Selfie - a browser extension to track yourself on Facebook and analyze your data.
Awesome Python Data Science ⭐ 992
Probably the best curated list of data science software in Python.
Data Forge Ts ⭐ 952
The JavaScript data transformation and analysis toolkit inspired by Pandas and LINQ.
Clevercsv ⭐ 924
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.
Data Science On Gcp ⭐ 911
Source code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017
Python_data_analysis_and_mining_action ⭐ 870
《python数据分析与挖掘实战》的代码笔记
Dataflowjavasdk ⭐ 853
Google Cloud Dataflow provides a simple, powerful model for building both batch and streaming parallel data processing pipelines.
Yt Channels Ds Ai Ml Cs ⭐ 848
A comprehensive list of 180+ YouTube Channels for Data Science, Data Engineering, Machine Learning, Deep learning, Computer Science, programming, software engineering, etc.
Pyda 2e Zh ⭐ 824
📖 [译] 利用 Python 进行数据分析 · 第 2 版
Getting Started ⭐ 763
This repository is a getting started guide to Singer.
Nfstream ⭐ 709
NFStream: a Flexible Network Data Analysis Framework.
Dataproofer ⭐ 654
A proofreader for your data
Dataprofiler ⭐ 648
What's in your data? Extract schema, statistics and entities from datasets
Siuba ⭐ 647
Python library for using dplyr like syntax with pandas and SQL
Elki ⭐ 637
ELKI Data Mining Toolkit
Cookbook 2nd ⭐ 583
IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018
Rumale ⭐ 551
Rumale is a machine learning library in Ruby
Data Science With Ruby ⭐ 550
Practical Data Science with Ruby based tools.
Qs_ledger ⭐ 537
Quantified Self Personal Data Aggregator and Data Analysis
Cookbook 2nd Code ⭐ 532
Code of the IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018 [read-only repository]
Dataanalysisinaction ⭐ 524
(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!
Dapy ⭐ 476
Easy-to-use data analysis / manipulation framework for humans
R ⭐ 472
Exercises (incl. analyses) with R language (math+statistics)
1-100 of 3,540 projects

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