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Awesome

An open API service indexing awesome lists of open source software.

Data visualization

Data visualization is the visual depiction of data through the use of graphs, plots, and informational graphics. Its practitioners use statistics and data science to convey the meaning behind data in ethical and accurate ways.

https://github.com/themuhd/kpmg-data-analytics-virtual-internship

Repository contains solutions to the 3 different tasks performed during the data analytics virtual internship provided by KPMG via Forage

business-analytics consulting data-science data-visualization powerbi

Last synced: 16 Apr 2026

https://github.com/quantumudit/uk-elections-2019-analysis

This project focuses on analyzing and visualizing the United Kingdom elections-2019 results using Python & Power BI.

data-analytics data-transformation data-visualization etl geospatial-analysis jupyter-notebook power-bi python

Last synced: 30 Apr 2026

https://github.com/GeiserX/secciones-nacionalidades

Foreign Insight - WebApp providing insights about nationalities in Spain (Source: Instituto Nacional de Estadística)

census-data dashboard data-analysis data-visualization demographics geospatial government-data immigration ine nationalities open-data population r self-hosted shiny shinydashboard spain spanish statistics webapp

Last synced: 08 Apr 2026

https://github.com/cwendorf/easi

Estimation Approach to Statistical Inference [R Package]

confidence-intervals data-visualization easi effect-size estimation r r-package statistics

Last synced: 15 Mar 2025

https://github.com/pablofrommars/fsharp-notebook

Data Science Notebook for F# interactive

data-science data-visualization fsharp vscode-extension

Last synced: 07 May 2026

https://github.com/aravind-selvam/covid_dashboard

With Covid death and vaccine data. I have created a dashboard.

covid-19 data-analysis data-science data-visualization tableau tableau-public visualization

Last synced: 08 Mar 2026

https://github.com/zac-garby/web-graph

Generates a graph showing the links between websites.

data-visualization golang graph graphviz web

Last synced: 24 Jul 2025

https://github.com/thiagodsd/dicewin

Graphic User Interface developed for an undergraduate research project, designed to interact with Monte Carlo molecular simulation outputs from the DICE software.

data-visualization molecular-dynamics-simulation monte-carlo-simulation physics user-interface

Last synced: 09 Jun 2026

https://github.com/lafayettegabe/g2m-insight-for-cab-investment-firm

📊 Exploratory Data Analysis (EDA) on multiple datasets related to the cab industry in the US, to provide actionable insights and recommendations to a private firm looking to invest in the market. The analysis includes data cleaning, transformation, visualization, and hypothesis testing.

big-data data data-analysis data-science data-visualization eda gotomarket

Last synced: 13 Jun 2025

https://github.com/filip-copija/roadaccidentsexplorer

Interactive dashboard for exploring and analyzing road accident data in Poland. Built with Streamlit, PostgreSQL, and Python for dynamic SQL queries, visualizations, and insights.

data-dashboard data-visualization poland postgresql python road-accidents streamlit

Last synced: 18 Apr 2026

https://github.com/dishankkalra23/medical-appointment-no-shows

To investigate the reason why some patients do not show up to their scheduled appointments

data-visualization data-wrangling exploratory-data-analysis

Last synced: 27 May 2026

https://github.com/katelouie/stellium

A modern Python library for astrological chart calculation, visualization, reporting and data analysis. Built on the Swiss Ephemeris for astronomical accuracy.

astrology astrology-calculator astrology-library birth-chart computational-astrology data-visualization ephemeris graphviz horoscope natal-chart pyswisseph python python3 svg svgwrite swiss-ephemeris synastry typst weasyprint zodiac

Last synced: 13 Jan 2026

https://github.com/channely/tonystack

Tony's task management tool.

data-visualization task task-management visialization

Last synced: 12 Feb 2026

https://github.com/18alantom/the_genius_batch

In Mumbai University, we are all geniuses!

data-visualization seaborn

Last synced: 09 Sep 2025

https://github.com/ilokhov/datavis-facebook

Visualising my Facebook use http://ilokhov.github.io/datavis-facebook/

chart d3 data-visualization facebook

Last synced: 25 Apr 2026

https://github.com/alejo1630/grades_college_analysis

A Jupyter Notebook with the analysis and prediction of Final Grades (Pass/Fail) for students of mechatronics engineering in several mechanic courses.

binary-classification college-grade cross-validation data-visualization exploratory-data-analysis feature-engineering jupyter-notebook recursive-feature-elimination regression-models

Last synced: 25 Feb 2026

https://github.com/quantumudit/analyzing-pokemons

This project focuses on scraping data related to Pokémons from a complete Pokédex; performing necessary transformations on the scraped data and then analyzing & visualizing it using Jupyter Notebook and Power BI.

data-analytics data-visualization jupyter-notebook power-bi python webscraping

Last synced: 28 Jan 2026

https://github.com/cecoeco/prisma.jl

Generate checklists and flow diagrams based on the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA)

checklist data-visualization flow-diagram meta-analyses nlp research systematic-reviews

Last synced: 12 Feb 2026

https://github.com/k-sel/sapiens

Projet de visualisation de données avec d3.js. Le thème choisi est l'histoire de l'humanité avec comme source le livre sapiens. Le dataset sera crée de toutes pièce par l'équipe pour les besoins du projet.

d3js data-visualization dataset-creation

Last synced: 23 Aug 2025

https://github.com/radames/youtube-demonetized-words-study

Observable notebook import example on Nuxt.js / Vue.js application, generated as static page on github pages

data-visualization gh-pages nuxtjs observable-notebook observablehq static-site static-site-generator vuejs

Last synced: 27 Jan 2026

https://github.com/thiagomvas/sharptables

Draw customizable tables and graphs in the console quickly and cleanly

cli console contributions-welcome csharp customizable data-visualization graph library tables visualization

Last synced: 05 Feb 2026

https://github.com/ccp-nc/magresview

MagresView, a JavaScript, JMol-based viewer for computed NMR data in the Magres file format.

data-visualization nuclear-magnetic-resonance

Last synced: 04 Apr 2026

https://github.com/benmar2406/meat_consumption_infographic

Interactive web app with scrollytelling elements that uses creative approaches to visualize data beyond typical visualization methods.

d3 d3js data-visualization data-visualization-design datavisualization framer-motion framermotion information-visualization react scrollama scrollanimation scrollytelling

Last synced: 13 Apr 2025

https://github.com/simoneas02/data-science

🐍 A planning study to become a data scientist and to improve my current skills. 🤘🏼🌻

data data-analysis data-science data-visualization deep-learning machine-learning pandas python3 r sql

Last synced: 12 Apr 2026

https://github.com/chicolucio/portfolio-data-science

Portfolio presenting my projects and achievements as a Data Scientist.

data-science data-visualization machine-learning portfolio

Last synced: 27 Feb 2026

https://github.com/furk4neg3/traffic-volume-forecasting

Traffic volume forecasting with AI using bidirectional LSTM model and React frontend.

artificial-intelligence bidirectional-lstm data-visualization deep-learning flask forecasting fullstack-development react tensorflow

Last synced: 03 Jan 2026

https://github.com/bitromortac/plottoterminal

Plotting utility/library to print out a graph of xy data to the terminal.

data-visualization mathematics plotting python3 terminal-based

Last synced: 01 Apr 2026

https://github.com/mrjxtr/tokyo_airbnb_analysis_project

Full project case study and analysis to show potential opportunities to start an AirBnb business in Tokyo, Japan.

data-analysis data-cleaning data-science data-visualization pandas python3

Last synced: 24 Feb 2026

https://github.com/dianaow/d3-responsive-timeseries

React/D3.js: Responsive real-time timeseries chart

d3js data-visualization health-visualization react reactjs responsive-design

Last synced: 15 May 2026

https://github.com/carocardenas0699/pi02-data-analysis

Proyecto Individual 2 de la carrera Data Science. Se realizó un análisis de homicidios en siniestros viales en la ciudad de Buenos Aires. Incluye: ETL, EDA, Dashboard interactivo con resultados

data-analysis data-science data-visualization eda etl powerbi python

Last synced: 15 Jun 2026

https://github.com/jpedrou/barbell-exercises-classification

Python scripts for processing, visualizing, and modeling accelerometer and gyroscope data to classify barbell exercises using Machine Learning.

classification data-science data-visualization exploratory-data-analysis machine-learning

Last synced: 06 Apr 2025

https://github.com/benzerinsio/datascience

📊 Data Science & Análise de Dados | Projetos de estudo em Exploração de Dados (EDA), Machine Learning e Deep Learning para prática e demonstração de técnicas analíticas.

analise-de-dados analise-exploratoria analise-exploratoria-de-dados aprendizado-de-maquina aprendizado-profundo data-science data-visualization eda exploratory-analysis exploratory-data-analysis machine-learning numpy pandas python scikit-learn seaborn supervised-learning unsupervised-learning

Last synced: 14 Feb 2026

https://github.com/maryucha/graph_pokemon

Banco de dados de grafos no Neo4j utilizando dados da PokeAPI para explorar relações entre Pokémon, como tipos, habilidades e evoluções. ------ Graph database in Neo4j using PokeAPI data to explore Pokémon relationships, such as types, abilities, and evolutions.

api-integration cypher data-visualization etl-pipeline graph graphdatabase jupyter-notebook neo4j pokeapi pokemon python

Last synced: 26 Jan 2026

https://github.com/jsdahiua/ai-analyst-agent

📊 Transform data into insights with a natural language interface that translates questions into SQL, creates visualizations, and recommends actions.

agents agno ai android business-intelligence cryptocurrency data-visualization deepseek-r1 derivatives finance groq machine-learning mysql openbb options quantitative-finance stocks vulnerability

Last synced: 28 Apr 2026

https://github.com/shivamswarnkar/tesla-stock-prediction

Making prediction of close prices of Tesla Stocks using different regression methods.

data-analysis data-visualization plotly regression regularization sklearn stock-price-prediction

Last synced: 05 May 2026

https://github.com/willie-conway/datavista-command-line-application

A robust 🐍Python application for data analysis that provides a wide range of tools for 🔃loading, 🧹cleaning, and 🔃preprocessing data. It includes features for 📈statistical analysis, 👨🏿‍🔬hypothesis testing, 🦾machine learning, clustering, ⏳time series forecasting, and 📊data visualization, all designed to enhance your analytical workflow.

analytics big-data command-line data-analysis data-cleaning data-driven data-mining data-pipeline data-preprocessing data-science data-scientist data-visualization data-wrangling exploratory-data-analysis machine-learning pandas predictive-analytics python statistics visualization-tools

Last synced: 01 May 2026

https://github.com/fdmsantos/aws-twitter-data-analytics

Project to Learn Data analytics in AWS using twitter data

aws data-analytics data-engineering data-science data-visualization flink spark terraform

Last synced: 09 Apr 2026

https://github.com/shuyib/fl-predict-covid-19

manning.com liveproject. It is in 3 parts to make a personalized prediction whether someone has COVID-19 based on audio data.

coronavirus covid-19 data-visualization federated-learning graphs-algorithms machine-learning

Last synced: 11 Apr 2026

https://github.com/omarsar/energy_stats

Analyzing energy production with Kibana Lens

data-analysis data-science data-visualization elasticsearch kibana

Last synced: 29 Apr 2026

https://github.com/quantumudit/analyzing-gamerevolution-games

This project focuses on scraping data related to video games from the GameRevolution website; performing necessary transformations on the scraped data and then analyzing & visualizing it using Jupyter Notebook and Power BI.

data-analysis data-science data-transformation data-visualization etl jupyter-notebook power-bi python webscraping

Last synced: 27 Apr 2026

https://github.com/hq969/krutanic-minor-project

The Lung Cancer Prediction Module is a machine learning-based system designed to assist in the early detection of lung cancer. Using medical imaging data, patient history, and risk factors, the model predicts whether a patient is likely to have lung cancer.

data-visualization factors-technique risky

Last synced: 17 Mar 2025

https://github.com/faisal-khann/vendor_impact_analysis

Vendor Impact Analysis is the process of evaluating and measuring how well suppliers or vendors contribute to a company's success in terms of product quality, cost-effectiveness, timely delivery, reliability, and overall value.

data-visualization git powerbi python sql sqllite3

Last synced: 21 Aug 2025

https://github.com/jay4codes/bakerhughes-dataviz

An interactive data analysis & visualizations dashboard for the Baker Hughes Gas Turbine dataset

data-visualization matplotlib pandas plotly pydeck python streamlit

Last synced: 16 Feb 2026

https://github.com/walidbosso/r_data_mining

Extract knowledge from a data using different techniques, including Association Rules Hierarchical Agglomerative Clustering (HAC) K-means Clustering Decision Trees

association-rule-mining association-rules clustering data-analysis data-mining data-science data-visualization decision-tree-classifier decision-trees exportation extract-data hac hierarchical-clustering k-means k-means-clustering k-means-r r-programming r-studio

Last synced: 23 Mar 2025

https://github.com/tddschn/whatsapp-chat-analyze

Command Line Tool to Generate Pretty Charts from Whatsapp Exported Chats

data-analysis data-visualization plotly python whatsapp whatsapp-data

Last synced: 04 Jun 2026

https://github.com/kevinschoon/qviz

QViz Interactive Plotting

data-analysis data-visualization go gonum qframe yaegi

Last synced: 01 Jun 2026

https://github.com/mlverse/pagedtablejs

JavaScript data table for Data Science

data-science data-table data-visualization

Last synced: 08 Mar 2026

https://github.com/materials-data-science-and-informatics/survey_dashboard

A dashboard build with bokeh to provide interative data visualization and exploration of survey results.

bokeh bokeh-dashboard bokeh-server data-science data-visualization hmc interactive-visualizations panel panel-app survey-app survey-visualization

Last synced: 16 Mar 2025

https://github.com/sandravizz/D3-dataviz-gallery

Collection of d3.js data visulaisations using using structured code to easily replicate. (work in progress)

animated-visualisations d3 d3-visualization data-visualization interactive-visualizations

Last synced: 15 Oct 2025

https://github.com/wmluke/dosea

A dosea (daw-see-ey) for your datasets. Data visualization tool for relational, time series, and document databases

csv data-visualization database postgres react remix sqlite3 typescript

Last synced: 03 May 2026

https://github.com/quantumudit/alteryx-weekly-challenges

This repository contains Alteryx solutions to the weekly challenges published in Alteryx Community

alteryx alteryx-workflow data-analysis data-science data-transformation data-visualization etl

Last synced: 27 Jan 2026

https://github.com/kirkalyn13/tva-dashboard

Time Variance Authority Dashboard. Inspired from Marvel's Loki.

apexcharts data-visualization marvel react react-router reactjs

Last synced: 20 Apr 2026

https://github.com/rwpenney/vl4s

Tool for auto-generating a Scala plotting library from Vega-Lite schema, to support interactive web-based graphs and visualizations.

data-science data-visualization json-schema plot plotting scala vega-lite

Last synced: 16 Jan 2026

https://github.com/programandoconro/covid19-rockerfiles

Dockerfiles to obtain and analyze 💊COVID19 data 📈📉 from different sources using Rstudio-server and Shiny Apps 📊

bash canarias covid-19 covid-19-spain covid19-data data-science data-visualization docker dockerfiles islands kaggle podman python3 r rocker rstudio rstudio-server shiny spain virtual-containers

Last synced: 09 Apr 2026

https://github.com/adilshamim8/eda-on-data-science-salaries

A comprehensive exploration of data science salary trends across experience levels, regions, and roles, providing key insights for career decisions and market understanding.

career-insights data-science data-visualization eda exploratory-data-analysis job-market job-market-analysis machine-learning python salary-analysis statistics

Last synced: 28 Jul 2025

https://github.com/kingabzpro/consumer-engagement-popularity

We will be using Internet News and Consumer Engagement dataset from Kaggle to predict top article and popularity score.

classification customer data-science data-visualization regression

Last synced: 14 Oct 2025

https://github.com/vincentlaucsb/us-map

A visualization of commute times around the US

c3 census census-data d3 data-visualization leaflet postgres

Last synced: 17 Apr 2026

https://github.com/arunava-12/finsync

FinSync is a modern personal finance tracker that helps users manage their income, expenses, and budgets effectively. With intuitive visualizations and real-time tracking, it empowers users to take control of their financial well-being.

chartjs clerkauth data-visualization finance full-stack mongodb nextjs nodejs open-source postgresql tailwindcss

Last synced: 16 Apr 2026

https://github.com/aveygo/nuclearsmoke

Smoke fallout forecasting in NSW

data-visualization rust weather

Last synced: 27 Aug 2025

https://github.com/yusuf-abol/alumni-interaction-and-conversation-dynamics-nlp

This Natural Language Processing (NLP) project took a dive into chat engagement dynamics within the University of Ilorin’s Class of 2018 Statistics alumni group. By applying Latent Dirichlet Allocation (LDA) for topic modeling and network analysis, I uncovered communication patterns, topic distributions, and member interactions.

alumni-network anonymization conversation data-science data-visualization engagement machine-learning network-analysis nlp python-3 sentiment-analysis statistics whatsapp

Last synced: 05 May 2026

https://github.com/pit1000/mrcoldguy

✨ This project demonstrates the capabilities of IoT (Internet of Things) 🌐, combining microcontrollers 🕹️ with web applications 💻, for practical uses of both front-end and back-end 🗄 technologies.

bootstrap data-visualization esp8266 flask-backend html-css-javascript iot python3 sqlite-database wrekzeug

Last synced: 15 Feb 2026

https://github.com/sjcobb/perses-embed-example

Perses embeddable dashboard & visualization framework example app (built with MUI + Next.js)

charting-library dashboards data-visualization echarts mui perses prometheus

Last synced: 27 Aug 2025

https://github.com/yoursrijit/e-commerce-sales-dashboard-using_power_bi

"Unlock Your Sales Potential with Real-Time Insights: Power Up Your Strategy with Power BI Dashboard" I have created E-Commerce Sales Dashboard using Power BI. With this dashboard

data-visualization dataanalytics microsoft powerbi

Last synced: 19 Mar 2026

https://github.com/sanmeet007/pandas_prototype

A package that with implementation of famous Pandas library in my way , allows you to visualize data using data tables

data-science data-visualization pandas-prototype prototyping python

Last synced: 19 Sep 2025

https://github.com/mehulcode12/atliq-bank_creditcard_transaction_analysis

The credit card project at Atliq Bank comprises two key phases: market identification and trial. This initiative aims to leverage mathematical and statistical concepts to analyze data related to demographics, income, credit scores, and spending patterns in order to identify the target audience for the credit card.

codebasics data-analysis data-science data-visualization mathematics python python3 statistics

Last synced: 30 Apr 2026

https://github.com/alcestide/scianalytics

Playground for Data Analysis and Visualization for Research and Scientifical Purposes with Pandas and Plotly.

csv data-analysis data-science data-visualization pandas plotly python science-research statistics

Last synced: 30 Apr 2026

https://github.com/gutyoh/narrative_visualization

Visualizations of the evolution of Netflix's content over the years using the D3 JavaScript library.

d3 data-visualization javascript

Last synced: 30 Apr 2026

https://github.com/abbasi0abolfazl/commentanalyzer

machine learning project designed to analyze Instagram comments for sentiment detection, question identification, and topic modeling. Utilizing algorithms such as LDA, LSA, NMF, and BERT, CommentAnalyzer provides valuable insights into user interactions, helping brands and researchers understand audience sentiments and trends.

data-visualization instagram-data-analysis machine-learning question-detection sentiment-analysis social-media-analytics topic-modeling

Last synced: 30 Aug 2025

https://github.com/sohhamseal/help-me-with-my-data

A website to help users view, verify and modify data for preprocessing and apply various classical ML algorrithms

correlation-analysis data-transformation data-visualization descriptive-analysis exploratory-data-analysis k-means-clustering regression-analysis

Last synced: 19 Mar 2026

https://github.com/jabhij/predictionmodels_heartdiseases

Comparison of various Machine Learning algorithms for Heart Diseases (Heart Attack) prediction.

big-data-analytics bigdata data-visualization datamodeling decision-tree hive knn logistic-regression machine-learning mapreduce naviebayes random-forest svm

Last synced: 04 Jun 2026

https://github.com/uba/cmap2png

Useful script to convert a color map definition to PNG image file.

colormap converter cpt data-science data-visualization matplotlib plot png python

Last synced: 17 Sep 2025

https://github.com/na399/opentourism

RideCopenhagen: Winning Hackathon Project at Open Tourism Days

data-visualization hackathon opendata

Last synced: 14 Feb 2026

https://github.com/garcane/insight-ventures-inc-analysis

This report provides a comprehensive analysis of Insight Ventures Inc.'s financial performance based on data from 2013 and 2014. It includes insights into sales performance, profitability, and market trends across North America and Europe.

data-visualization excel excel-dashboard excel-report financial-analysis

Last synced: 19 Mar 2026

https://github.com/com-480-data-visualization/project-2023-choo-choo-data-darlings

This repository contains the source code for our data visualization project, an interactive platform designed to explore the intricate Swiss transportation network. Developed by the Choo Choo Data Darlings team at EPFL, the project provides an in-depth view into the vast array of Swiss transportation operations, including trains, buses, and trams.

boats buses data-analysis data-science data-visualisation data-visualization epfl metro public-transport public-transportation switzerland trains trams

Last synced: 01 May 2026

https://github.com/owengombas/r-place

🖼 Data analysis on r/place 2022

data-science data-visualization rplace

Last synced: 13 Feb 2026

https://github.com/gracysapra/pandas-numpy-data-visualisation

This repository contains essential Python scripts and notebooks for data analysis and visualization. It includes: pandas: Data manipulation and analysis, including operations on series and dataframes. NumPy: Efficient numerical computations and array processing. Data Visualization: Creating insightful visualizations using Matplotlib and Seaborn.

data-science data-visualization matplotlib numpy numpy-arrays pandas pandas-dataframe pandas-series seaborn

Last synced: 07 May 2026

https://github.com/flexmonster/svelte-flexmonster

Svelte wrapper for Flexmonster Pivot Table & Charts

data-analysis data-visualization frontend pivot-tables svelte sveltekit

Last synced: 27 Feb 2026

https://github.com/shoyeb45/avltreevisualizer

This is data structure project. In this project I've built AVL tree visualisation application using javafx library of java. This project have solidified my understanding of AVL tree data structure and learnt a lot from this project

data-structures data-visualization java javafx javafx-application visualization

Last synced: 27 Feb 2026

https://github.com/sugapriya-k/final-year-project

An AI-powered personal finance tracker to manage expenses, predict spending, and plan budgets using machine learning.

ai budget-tracker data-visualization final-year-project finbert gradient-boosting-decision-tree lstm ml personal-finance-manager postgresql prophet-model python stanza web-speech-api

Last synced: 25 Feb 2026

https://github.com/msikorski93/visualizing-lastest-usgs-earthquakes

This notebook contains an introduction to the use of Python and cartopy to visualize data concerning earthquakes. We will first read a file with earthquake locations (latitudes, and longitudes), magnitudes in Richter scale, and depths, and other descriptors and then overlay it on a worldwide map.

cartopy data-visualization folium map

Last synced: 09 Jun 2026

https://github.com/ascender1729/urban-soundscape-harmonizer

Real-time noise level monitoring and analysis for major Indian cities using IoT simulation and data visualization.

data-visualization iot-simulation noise-pollution python react-fastapi urban-planning

Last synced: 27 Jul 2025

Data visualization Awesome Lists
awesome-datascience 940 awesome-creative-coding 410 awesome-bigdata 668 awesome-jupyter 208 go-recipes 182 awesome-dataviz 159 awesome-single-cell 515 awesome-python-data-science 382 awesome-public-real-time-datasets 83 awesome-business-intelligence 231 awesome-ggplot2 661 awesome-data-analysis 936 awesome-clojurescript 124 awesome-frontend-gis 199 awesome-open-data-centric-ai 56 data-science-with-ruby 101 awesome-data-centric-ai 31 awesome-scientific-python 131 awesome-biological-visualizations 70 awesome-python-machine-learning-resources 1,884 awesome-datajournalism 170 awesome-expression-browser 163 awesome-qlik 32 awesome-data-journalism 195 awesome-deepnote 41 Road2R 265 fucking-awesome-creative-coding 85 awesome_science 73 awesome-julia-list 42 awesome-list 1,345 fucking-awesome-machine-learning 940 fucking-awesome-datascience 238 fucking-awesome-bigdata 414 data-engineering-collection 678 awesome-interests 66 datatools 61 awesome-visual-analytics-healthcare 83 awesome-vega 40 awesome-dataviz 34 awesome-interactive-earth-viz 60 awesome-react-components 556 creative-coding-resources 48 awesome-nsw-open-data 118
Data visualization Categories
The Data Science Toolbox 587 Uncategorized 478 Python 374 Software packages 362 Literature and Media 348 UI Components 277 Tools 266 Table of Contents 232 Learning Resources 205 Machine Learning 205 Data and models 202 Books 199 Plot layers 196 文本数据和NLP 191 Training Resources 188 Software list 164 Data Visualization 162 Deep Learning Framework 150 Other Awesome Lists 138 数据可视化 133