resource: data-visualization
331 resources, primary matches first, then adoption-weighted; health v2 shown.
| Resource | Health v2 | Stars | Maturity |
|---|---|---|---|
| microsoft/Data-Science-For-Beginners A free 10-week, 20-lesson open-source curriculum from Microsoft teaching data science fundamentals through project-based learning. Each les… | 76 | 36735 | stable |
| pcottle/learnGitBranching An interactive web application that visualizes git commit trees as you type commands, combined with tutorials and challenge levels. It serv… | 77 | 33953 | active |
| academic/awesome-datascience A curated awesome-list repository of data science learning resources, covering courses, tutorials, algorithms, tools, books, podcasts, and … | 98 | 29874 | active |
| wesm/pydata-book Companion materials and IPython notebooks for Wes McKinney's book 'Python for Data Analysis' (3rd Edition), published by O'Reilly Media. It… | 53 | 24857 | active |
| kenjihiranabe/The-Art-of-Linear-Algebra A collection of graphic notes and visual diagrams explaining linear algebra concepts from Gilbert Strang's 'Linear Algebra for Everyone'. I… | 74 | 21709 | active |
| deviantony/docker-elk A Docker Compose template that spins up the full Elastic stack (Elasticsearch, Logstash, Kibana) with minimal configuration. It is designed… | 80 | 18388 | active |
| terkelg/awesome-creative-coding A curated awesome-list of creative coding resources covering generative art, data visualization, interaction design, shaders, and graphics … | 74 | 15242 | active |
| ShangtongZhang/reinforcement-learning-an-introduction Python implementations of the figures and examples from Sutton & Barto's 'Reinforcement Learning: An Introduction' (2nd Edition). It serves… | 32 | 14756 | stable |
| vdumoulin/conv_arithmetic A technical report and tutorial repository explaining convolution arithmetic for deep learning, with animated visualizations of convolution… | 10 | 14690 | stable |
| jpmorganchase/python-training J.P. Morgan's open-source Python training course for business analysts and traders, delivered as Jupyter notebooks covering numerical compu… | 77 | 13996 | active |
| ctgk/PRML A collection of Python implementations of algorithms from Bishop's textbook 'Pattern Recognition and Machine Learning', organized as Jupyte… | 39 | 11723 | active |
| rougier/scientific-visualization-book An open-access book by Nicolas P. Rougier on scientific visualization using Python and Matplotlib, covering figure fundamentals, design, ad… | 59 | 11444 | stable |
| girliemac/a-picture-is-worth-a-1000-words A collection of hand-drawn tech doodles and sketchnotes explaining concepts like algorithms, web development, machine learning, and generat… | 74 | 11406 | active |
| 3b1b/videos The source code for the animated scenes used in 3Blue1Brown's math explainer videos, built on the Manim animation library. It serves as a l… | 77 | 11149 | active |
| Yorko/mlcourse.ai mlcourse.ai is an open, self-paced machine learning course by OpenDataScience, combining math-heavy lectures with practical assignments and… | 54 | 10693 | active |
| Visualize-ML/Book4_Power-of-Matrix An open-source Chinese-language educational book project ('The Power of Matrix', Book 4 of the Iris series) teaching linear algebra and mat… | 68 | 10049 | active |
| jakevdp/PythonDataScienceHandbook The full text of Jake VanderPlas's Python Data Science Handbook, freely available as Jupyter notebooks covering IPython, NumPy, Pandas, Mat… | 32 | 49705 | maintenance |
| poloclub/transformer-explainer An interactive web-based visualization tool that runs a live GPT-2 model in the browser to teach how Transformer-based LLMs work. Users can… | 53 | 8462 | active |
| rfordatascience/tidytuesday TidyTuesday is a weekly social data project that publishes real-world datasets for people to practice data wrangling, visualization, and mo… | 67 | 8359 | active |
| Visualize-ML/Book1_Python-For-Beginners Book 1 of the Iris Flower Book series, an open-source Chinese-language textbook teaching Python programming from basic arithmetic up to mac… | 68 | 7227 | active |
| cxli233/FriendsDontLetFriends An opinionated educational essay and tutorial collection about common mistakes in data visualization, explaining what chart types and pract… | 41 | 7098 | active |
| mrdbourke/zero-to-mastery-ml A repository of all course materials (Jupyter notebooks, code, datasets, images) for the Zero to Mastery Machine Learning and Data Science … | 32 | 6887 | active |
| googlecreativelab/quickdraw-dataset The Quick, Draw! Dataset is a collection of 50 million timestamped vector drawings across 345 categories, contributed by players of Google'… | 10 | 6801 | stable |
| tensorflow/tfjs-examples A collection of standalone example projects implemented with TensorFlow.js, covering tasks like regression, sequence-to-sequence, reinforce… | 72 | 6783 | active |
| stefanprodan/dockprom A Docker Compose-based monitoring stack for Docker hosts and containers, bundling Prometheus, Grafana, cAdvisor, NodeExporter, AlertManager… | 69 | 6576 | active |
| rstudio/cheatsheets A repository of Posit (RStudio) cheat sheets providing quick visual reference guides for R and Python data science packages like ggplot2, d… | 77 | 6404 | active |
| xiaolai/regular-investing-in-box An open-source book, 'On Regular Investing' (定投改变命运), by Li Xiaolai explaining why and how to build wealth through regular (dollar-cost-ave… | 77 | 6306 | active |
| ImagineAILab/ai-by-hand-excel A collection of Excel workbooks that implement deep learning concepts by hand, from softmax and backpropagation to transformers, LSTM, Mamb… | 24 | 6261 | active |
| CSSEGISandData/COVID-19 The Johns Hopkins CSSE COVID-19 data repository containing global time-series data on confirmed cases, deaths, and recoveries from January … | 10 | 28903 | maintenance |
| ghosh/uiGradients uiGradients is a community-contributed collection of beautiful multi-color CSS gradients stored in a single gradients. file, with a Vue-bas… | 65 | 6017 | active |
| bbycroft/llm-viz An interactive 3D visualization and walkthrough of a GPT-style LLM running inference, showing the network down to individual add and multip… | 74 | 5509 | active |
| trekhleb/homemade-machine-learning A collection of popular machine learning algorithms implemented from scratch in Python, with the underlying mathematics explained. Each alg… | 56 | 24781 | maintenance |
| ashishpatel26/Tools-to-Design-or-Visualize-Architecture-of-Neural-Network A curated list of tools for designing and visualizing neural network architectures, covering options like Net2Vis, visualkeras, PlotNeuralN… | 48 | 5396 | active |
| iGaoWei/BigDataView A curated collection of 100+ free HTML5 big-data visualization dashboard templates built with ECharts, covering industries like government,… | 54 | 5288 | active |
| hadley/r4ds The open-source source repository for 'R for Data Science' (2nd edition), a free online book teaching data science with R, built with Quart… | 65 | 5141 | active |
| willianjusten/awesome-audio-visualization A curated awesome-list of resources for audio visualization, including libraries, experiments, tutorials, books, videos, and sample downloa… | 76 | 5064 | active |
| gayanvoice/top-github-users A continuously updated dataset and leaderboard of the most active GitHub users ranked by public/private contributions and followers, organi… | 77 | 4884 | active |
| GoogleTrends/data An official index of open-source datasets from Google Trends, updated daily with the aggregated, anonymized data behind Google's charts and… | 52 | 4866 | active |
| markusschanta/awesome-jupyter A curated awesome-list of Jupyter projects, libraries, extensions, and resources covering runtimes, visualization, collaboration, and publi… | 77 | 4662 | active |
| r0f1/datascience A curated awesome-list of Python resources for data science, covering libraries, tutorials, code snippets, blog posts, and talks. It spans … | 76 | 4657 | active |
| WeNeedHome/SummaryOfLoanSuspension A crowdsourced, open dataset aggregating mortgage suspension (loan boycott) notices from unfinished housing projects across Chinese provinc… | 32 | 20366 | maintenance |
| hepengwei/visualization-collection A curated collection of hundreds of frontend visual effect demos including CSS animations, Canvas effects, Three.js 3D scenes, and AI-power… | 77 | 4573 | active |
| vegasbrianc/prometheus A docker-compose/docker-stack template that deploys a complete Prometheus monitoring stack with Grafana dashboards, cAdvisor, and node-expo… | 32 | 4562 | active |
| pageman/sutskever-30-implementations A collection of 30 educational Jupyter notebook implementations of the foundational deep learning papers from Ilya Sutskever's famous readi… | 48 | 4531 | active |
| ndleah/python-mini-project A curated collection of small, beginner-friendly Python mini-projects aimed at helping newcomers practice programming and data science skil… | 32 | 4367 | active |
| neozhaoliang/pywonderland A collection of Python scripts that render beautiful images, GIFs, and animations illustrating mathematical objects and algorithms such as … | 52 | 4236 | active |
| barbagroup/CFDPython CFD Python is a series of Jupyter notebooks ('12 Steps to Navier-Stokes') that teach the foundations of Computational Fluid Dynamics by cod… | 23 | 4118 | stable |
| withmarbleapp/os-taxonomy An open, structured dataset of what children learn in primary/elementary education, containing 1,590 micro-topics connected by 3,221 prereq… | 54 | 4115 | active |
| briatte/awesome-network-analysis A curated awesome list of resources for constructing, analyzing, and visualizing network data, covering books, courses, datasets, papers, a… | 67 | 4099 | active |
| fivethirtyeight/data The official repository of datasets and code behind FiveThirtyEight's articles and graphics, published under CC-BY-4.0 (data) and MIT (code… | 36 | 17432 | maintenance |
| dair-ai/ml-visuals A collaborative collection of over 100 free, reusable machine learning figures and templates maintained in Google Slides by the dair.ai com… | 32 | 17378 | maintenance |
| ChenLiu-1996/figures4papers A collection of Python scripts for creating high-quality scientific figures used in top AI conference and journal publications, organized b… | 63 | 3974 | active |
| wojtekmaj/react-lifecycle-methods-diagram An interactive web-based diagram of React component lifecycle methods, based on Dan Abramov's widely shared diagram. Clicking any method op… | 76 | 3932 | active |
| seandavi/awesome-single-cell A community-curated awesome list of software packages, tutorials, databases, and data resources for single-cell omics analysis, covering RN… | 97 | 3840 | active |
| Visualize-ML/Book2_Beauty-of-Data-Visualization Book2 'Beauty of Data Visualization' is an open-source Chinese textbook from the Iris (鸢尾花) book series, delivered as Jupyter Notebooks cov… | 68 | 3798 | active |
| Visualize-ML/Book5_Essentials-of-Probability-and-Statistics An open-source Chinese-language textbook ('Statistics Made Simple', Book 5 of the Iris series) teaching probability, statistics, and multiv… | 68 | 3735 | active |
| xyflow/awesome-node-based-uis A curated awesome-list of resources, libraries, and tools for building node-based UIs (node editors, visual programming environments, and w… | 45 | 3664 | active |
| dotdc/grafana-dashboards-kubernetes A collection of modern Grafana dashboards for monitoring Kubernetes clusters, built on kube-state-metrics and prometheus-node-exporter data… | 80 | 3648 | active |
| clauswilke/dataviz The source repository for the book 'Fundamentals of Data Visualization' by Claus O. Wilke, published by O'Reilly Media, written in R Markdo… | 32 | 3516 | stable |
| sjpiper145/MakerSkillTree A collection of printable skill tree templates for makers, with 73 hexagonal skill tiles per tree ranging from basic to advanced skills. Bu… | 73 | 3418 | active |
| Visualize-ML/Book7_Visualizations-for-Machine-Learning Book7 of the 'Iris' book series (鸢尾花书), an open-source Chinese-language machine-learning textbook built from Jupyter notebooks that teach M… | 68 | 3344 | active |
| plotly/dash-sample-apps A collection of over 100 open-source sample apps built with Plotly Dash in Python and R, hosted on the Dash Gallery. The apps serve as star… | 23 | 3344 | active |
| Visualize-ML/Linear-Algebra-Made-Easy---Learn-with-Python-and-Visualization An open-source Chinese-language book ('Linear Algebra Is Not Hard') covering 66 topics of linear algebra with Python code and visual illust… | 56 | 3258 | active |
| rougier/matplotlib-tutorial A beginner-level tutorial for Matplotlib, the most widely used Python 2D plotting library, written by Nicolas P. Rougier. It walks through … | 23 | 3172 | stable |
| tensorflow/playground An interactive in-browser visualization of neural networks built with TypeScript and d3.js, letting users tweak layers, activations, learni… | 71 | 12999 | maintenance |
| jm199504/Financial-Knowledge-Graphs A tutorial-style Jupyter Notebook project demonstrating how to build a small financial knowledge graph using Python, Neo4j, and Cypher. It … | 32 | 3125 | active |
| hefengxian/my-ielts A web-based IELTS exam preparation resource containing vocabulary lists, grammar materials, listening tips, and reading synonym-replacement… | 73 | 3033 | active |
| bytewax/awesome-public-real-time-datasets A curated awesome-list of publicly available real-time datasets and streaming data sources, maintained by the Bytewax team. It catalogs fre… | 70 | 2890 | active |
| hi-weijun/PythonDataScience-Collections A curated Chinese-language collection of links and resources for Python data analysis, covering Python basics, web scraping, visualization,… | 69 | 2795 | active |
| keen/dashboards A collection of responsive, CSS Grid-based analytics dashboard layout templates by Keen IO. Each template is a plain HTML/CSS starting poin… | 23 | 11041 | maintenance |
| Visualize-ML/Book6_First-Course-in-Data-Science An open-source Chinese-language textbook (Book 6 of the 'Iris' series, 《数据有道》) teaching data science from basic arithmetic through machine … | 68 | 2729 | active |
| Jezzamonn/fourier The source code for an interactive web-based tutorial explaining Fourier transforms through visualizations like epicycles, wave decompositi… | 75 | 2703 | stable |
| midudev/javascript-100-proyectos A free collection of 100 small JavaScript projects, each with source code, a live demo, and an accompanying video tutorial by midudev. It i… | 46 | 2693 | active |
| elastic/examples A collection of hands-on examples and Jupyter Notebook tutorials for the Elastic Stack (Elasticsearch, Kibana, Logstash), covering common d… | 10 | 2649 | active |
| GeostatsGuy/DataScienceInteractivePython A collection of interactive Python dashboards (Jupyter notebooks with ipywidgets) for learning data science, geostatistics, and machine lea… | 52 | 2589 | active |
| weijie-chen/Linear-Algebra-With-Python A collection of Jupyter Notebook lecture notes teaching linear algebra concepts with Python computation and visualization using NumPy, SymP… | 32 | 2569 | active |
| jordibruin/Swift-Charts-Examples A collection of sample code demonstrating many chart types built with Apple's Swift Charts framework in SwiftUI. It recreates Apple's own e… | 43 | 2449 | active |
| kubernetes-monitoring/kubernetes-mixin A monitoring mixin providing a curated set of Grafana dashboards and Prometheus alerting/recording rules for Kubernetes clusters, written i… | 97 | 2439 | active |
| baojie/shiji-kb A knowledge base that transforms the 570,000-character Chinese classic 'Records of the Grand Historian' (Shiji) into an interactive, explor… | 60 | 2410 | active |
| thenaturalist/awesome-business-intelligence A curated awesome-list of business intelligence tools, split into SaaS and open-source categories covering analytics clients, data visualiz… | 32 | 2314 | active |
| poloclub/cnn-explainer An interactive web-based visualization system for learning how Convolutional Neural Networks work, built around a small trained TinyVGG mod… | 23 | 9028 | maintenance |
| ucg8j/awesome-dash A curated list of resources for Plotly Dash, a Python framework for building interactive data visualization web applications. It collects t… | 32 | 2269 | active |
| monitoringartist/grafana-aws-cloudwatch-dashboards A collection of 40+ prebuilt Grafana dashboards for visualizing AWS CloudWatch metrics across services like EC2, Lambda, S3, RDS, ELB, Bill… | 75 | 2267 | active |
| holtzy/The-Python-Graph-Gallery The Python Graph Gallery is a website showcasing hundreds of Python-made charts, organized into ~40 sections following the data-to-viz clas… | 76 | 2239 | active |
| Tanu-N-Prabhu/Python A collection of Jupyter notebooks and tutorials for learning Python, data science, and machine learning from scratch. It covers topics like… | 86 | 2231 | active |
| talkpython/100daysofcode-with-python-course Course materials and handouts for the Talk Python #100DaysOfCode in Python course, containing 33 guided projects across 100 days of learnin… | 32 | 2203 | stable |
| xianhu/LearnPython A collection of Python learning scripts and Jupyter notebooks that teach Python concepts through runnable code examples, from basics to adv… | 32 | 8560 | maintenance |
| FabioLolix/LinuxTimeline A community-maintained timeline of Linux distributions and their lineage, generated as SVG/PNG images from CSV source using gnuclad. It is … | 48 | 2198 | active |
| jorgef/engineeringladders A documentation-based framework defining engineering career ladders (Developer, Tech Lead, Technical Program Manager, Engineering Manager) … | 32 | 8541 | maintenance |
| jiawanlong/Cesium-Examples A collection of 200+ native CesiumJS example demos covering 3D globe features like terrain excavation, viewshed and flood analysis, video f… | 67 | 2191 | active |
| nvkelso/natural-earth-vector Natural Earth Vector is a public domain global map dataset available at 1:10m, 1:50m, and 1:110m scales, distributed as ESRI shapefiles wit… | 23 | 2187 | stable |
| spujadas/elk-docker A Docker image packaging Elasticsearch, Logstash, and Kibana (the ELK stack) to provide a centralized log server with a log management web … | 66 | 2163 | active |
| dabochen/spreadsheet-is-all-you-need An interactive spreadsheet (Excel/Numbers) that implements the full nanoGPT inference pipeline, including embedding, layer norm, self-atten… | 24 | 2159 | stable |
| z2586300277/three-cesium-examples A curated, community-contributed collection of Three.js and Cesium.js WebGL examples and demos for 3D web development learning. It serves a… | 68 | 2158 | active |
| amueller/introduction_to_ml_with_python Companion repository of Jupyter notebooks and the mglearn helper library for the O'Reilly book 'Introduction to Machine Learning with Pytho… | 32 | 8161 | maintenance |
| microsoft/powerbi-desktop-samples A Microsoft repository of sample Power BI Desktop PBIX files, including the samples used in monthly release videos, general report samples,… | 77 | 2085 | active |
| LastAncientOne/Stock_Analysis_For_Quant A collection of stock analysis examples and tutorials implemented across Excel, Matlab, Power BI, Python, R, and Tableau. It covers technic… | 41 | 2053 | active |
| xinychen/awesome-latex-drawing A curated collection of 30+ LaTeX examples for drawing academic graphics such as Bayesian networks, graphical models, function plots, and m… | 43 | 2045 | active |
| scraly/developers-conferences-agenda A community-driven, open dataset and web platform listing developer/tech conferences and Calls for Papers (CFPs) worldwide, viewable as a l… | 67 | 2000 | active |
| OffcierCia/On-Chain-Investigations-Tools-List A curated awesome-list handbook of tools, manuals, and methodology for investigating cryptocurrency hacks, scams, and security incidents on… | 61 | 1930 | active |
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