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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/bjornmelin/data-analytics-playground

🧐 Collection of academic data analytics projects showcasing exploratory data analysis, geographic visualization, and interactive dashboards.

data-analysis data-analytics data-visualization geographic-analysis ggplot interactive-maps leaflet r r-programming shiny tidyverse

Last synced: 06 Apr 2025

https://github.com/abdoomohamedd/data-science-projects

A collection of data science projects ranging from exploratory data analysis to predictive modeling and clustering. Each project is designed to solve specific problems or explore particular datasets using various data science techniques and tools.

data-analysis data-analysis-python data-cleaning data-science data-visualization machine-learning machine-learning-algorithms

Last synced: 14 May 2025

https://github.com/curatorcodicis/reddit-sentiment-analyzer

A Python-based tool that analyzes sentiment trends in Reddit discussions. Fetch posts, analyze sentiment using NLP, and visualize trends in an interactive Streamlit dashboard.

data-visualization docker mongodb nlp praw python reddit sentiment-analysis streamlit

Last synced: 13 Apr 2026

https://github.com/richardbmk/dataviz_d3js

Data Visualization with D3js Library

chart d3js-library data-visualization

Last synced: 17 Mar 2025

https://github.com/averma205/syn100proj

Project by Justin Seo, Chunsheng Cao, Milan Suresh, and Arya Verma

data-visualization wildfires

Last synced: 18 Mar 2025

https://github.com/czesctuklap/sustainable-fashion-database-analysis

This project, analyzes a dataset of sustainable fashion trends for 2024. It includes data preprocessing, exploration, visualization, and insights on environmental impact factors such as carbon footprint, water usage, waste production, and sustainability practices.

data-analysis data-visualization database dataset keggle sustainable-fashion

Last synced: 30 Apr 2026

https://github.com/rajesh9943/web-scraping-analysis-of-top-us-company-revenue-growth-in-2023

Explore the landscape of US business growth in 2023 with our dynamic project, 'Web Scraping for US 2023 Revenue Growth.' Utilizing advanced web scraping techniques, we unveil insights into the top companies driving economic expansion.

cleaning-data data data-analysis data-visualization manipulation numpy pandas pre-fill

Last synced: 16 Aug 2025

https://github.com/rudra-g-23/power-bi-custom-visual

A custom Power BI visual that displays a customizable, interactive charts with advanced capabilities.

custom-visuals data-analysis data-visualization dax powerbi powerbi-custom-visuals svg visualization

Last synced: 02 Jan 2026

https://github.com/ccolpasm/demographic-data-analyzer

This project analyzes a demographic dataset to gain insights into various population characteristics. It uses data analysis tools like Python, Pandas for data manipulation, and Matplotlib for visualization, providing a clear view of age, salary, education, and occupation trends.

analytics data-visualization matplotlib-pyplot pandas-python

Last synced: 03 Apr 2025

https://github.com/shivabajelan/squamous_cell_carcinoma_treatment_analysis

The study involved treating 249 mice with SCC tumors using a range of drug regimens, including Pymaceuticals' drug of interest, Capomulin. Over 45 days, tumor development was observed and measured to compare the performance of Capomulin against other treatments. My task was to generate tables and figures for the technical report of the study.

data-visualization matplotlib pandas python

Last synced: 11 Apr 2026

https://github.com/gerhynes/d3-birth-scatterplot

A scatterplot representing UN data on births in 2011. Built using D3 for The Advanced Web Developer Bootcamp.

d3 data-visualization javascript

Last synced: 27 Apr 2026

https://github.com/samridhisainii/airbnb-data-analysis

Data analysis of airbnb dataset

analysis data data-visualization eda models

Last synced: 16 May 2026

https://github.com/neuraladitya/electric_vehicle_sales_predictor

EV Sales Prediction in India using Machine Learning. Forecasts electric vehicle sales across Indian states with interactive visualizations and a modern web UI.

dashboard data-science data-visualization electric-vehicles ev-sales flask india machine-learning matplotlib prediction-model python random-forest sales-analysis

Last synced: 16 May 2026

https://github.com/mindrones/dualagn

Active galaxies: emission line diagrams (https://github.com/astroboxio/d3.js_dAGN_BPT)

astronomy chart d3js data-visualization galaxy interactive

Last synced: 16 May 2026

https://github.com/arya920/stockpriceforecasting

The project seamlessly melds diverse technologies, including Numpy, Seaborn, Matplotlib, Keras, and more, to seamlessly integrate data manipulation, visualization, and machine learning.

data-visualization keras-tensorflow lstm-neural-networks modelling neural-network stock-market stock-price-prediction streamlit-webapp webapp

Last synced: 26 Mar 2025

https://github.com/betkh/datascieneinpython

Jupiter Notebook files

data-analysis data-visualization

Last synced: 16 Jun 2025

https://github.com/shivam5992/bokeh-vis

Visualising the acquisitions made by Google using python - Bokeh

bokeh bokeh-server data-visualization eda exploratory-data-analysis python

Last synced: 26 Jun 2025

https://github.com/touppercase78/salary-prediction-collection

Salary predictions with ML models and analyses on datasets from several other GitHub repos

data-analysis data-visualization datasets machine-learning python3 regression-models

Last synced: 02 May 2026

https://github.com/bhavinpatel4199/machine-learning-framework

This repository, showcases various projects that explore key concepts in both supervised and unsupervised learning, with a focus on real-world applications. The projects utilize a range of machine learning techniques, including data preprocessing, feature selection, exploratory data analysis (EDA), and model optimization.

classification clustering data-science data-structures data-visualization exploratory-data-analysis machine-learning machine-learning-algorithms machine-learning-models pandas-dataframe predictive-modeling preprocessing-data sklearn supervised-learning unsupervised-learning

Last synced: 20 Jan 2026

https://github.com/ramonanf/tc1002s_semanatec

Herramientas computacionales: El arte de la analítica

data-analysis data-visualization jupiter-notebook pandas-python

Last synced: 15 Jun 2025

https://github.com/dcostachar/cyclistic-case-study

An analysis of Cyclistic bike-share data with SQL and Tableau to uncover usage trends and generate marketing strategies to boost annual memberships.

consumer-behaviour-analysis data-visualization exploratory-data-analysis marketing-analytics mysql sql tableau

Last synced: 27 Mar 2025

https://github.com/ebrizzzz/data-visualization-project-using-tableau

A data visualization project for the Visual Data Analysis course (Spring Term 2025) at the University of Skövde. This project explores the factors influencing national happiness scores across different global regions from 2005 to 2022.

analytics data data-analysis data-science data-visualization python regression tableau

Last synced: 16 Jun 2025

https://github.com/amlanmohanty1/fannie-mae-borrower-behavior-and-characteristics-2007vs2019

Analysis using R and tidyverse to compare borrower behavior and characteristics between the years 2007 and 2019, focusing on key financial metrics such as credit scores, interest rates, debt to income ratios, and loan to value ratios.

data-visualization fannie-mae r tidyverse

Last synced: 13 Sep 2025

https://github.com/mimi-netizen/python-and-machine-learning-in-financial-analysis

This comprehensive repository covers financial data analysis using Python and machine learning techniques, including time series modeling, portfolio optimization, risk assessment, credit risk prediction, and deep learning applications in finance.

data-analysis data-science data-visualization finance financial-analysis financial-data financial-modeling

Last synced: 19 May 2026

https://github.com/notthestallion/data_visualisation-examples

This repository was created to learn and practice graph showing and data visualization. The goal is to gain experience in creating compelling and informative visualizations.

data data-science data-visualization database learn learn-to-code learning learning-by-doing matplotlib matplotlib-figures matplotlib-pyplot visualization

Last synced: 12 May 2026

https://github.com/emircanakyuzz/logistic_regression_ile_tahmin-estimating_with_logistic_regression

Çeşitli şirketlerin yaptığı harcamaları makine öğrenmesi algoritmalarından biri olan logistic regression kullanarak sınıflandırmaya çalışıyoruz. Eğittiğimiz model ile şirketlerin gelecek yıllardaki harcamalarının hangi alana ait olduğunu tahmin ediyoruz (sınıflandırıyoruz) ve performansını değerlendiriyoruz.

artificial-intelligence data-science data-visualization jupyter-notebook logistic-regression machine-learning prediction

Last synced: 29 Mar 2025

https://github.com/sarvamm/zeno-chat

Chat with your data in natural language and get insights and plots without any writing any code

chatbot data-science data-visualization large-language-models streamlit

Last synced: 19 May 2026

https://github.com/Lightning-Chart/lcjs-example-0053-dataGaps

Example showcasing how data gaps can be handled XY series. Particularly highlights line and area series in a trading use case

data-visualization demo example lightningchart-js template trading

Last synced: 22 Jul 2025

https://github.com/mituskillologies/ds-dypsoe-jan25

Programs conducted at D.Y.Patil School of Engineering, Pune in training on Data Science during January 2025.

artificial-intelligence data-analytics data-science data-visualization machine-learning supervised-learning unsupervised-learning

Last synced: 18 Mar 2025

https://github.com/technologiestiftung/ihk-gewerbedaten-time-travel

Data visualization that allows time travelling through the Berlin business landscape of the past decades, highlighting business registrations for each year

businesses data-visualization map maplibre-gl-js open-data stimulus-js

Last synced: 22 Jul 2025

https://github.com/jabulente/tanzania-geographical-zones

This project provides a geospatial visualization of Tanzania's geographical zones and regions. It uses geospatial data to map each zone, display regions, and annotate them for easy identification. The visualizations include simulated data to demonstrate thematic mapping techniques.

ai data-analysis data-science data-visualization geopandas geospatial location matplotlib ml python tanzania tanzania-geographic tanzania-locations

Last synced: 19 May 2026

https://github.com/juanchiparra/30daychartchallenge

#30DayChartChallenge visualizations using D3.js

d3 data-visualization

Last synced: 03 Apr 2025

https://github.com/samuelson777/sensor-data-dashboard-simulator

Interactive Sensor Data Dashboard Simulator showcasing temperature, humidity, light, and motion sensors with real-time visualization. Fully client-side, responsive, and designed to demonstrate sensor handling and frontend skills without hardware.

client-side css dashboard data-visualization frontend html iot javascript realtime responsive sensor simulation visualization webapp

Last synced: 30 Apr 2026

https://github.com/soroush-04/python-data-visualization

Implementation of various data visualization approaches on real-world datasets

big-data data-science data-visualization python

Last synced: 15 Apr 2026

https://github.com/iamsainikhil/data-visualization

Visualization of Web data using Python

data-analysis data-visualization python webscraping

Last synced: 13 Jun 2026

https://github.com/nehul1149/olympic-data-analysis

This project is an interactive data visualization and analytics platform for exploring historical Olympic Games data. Built with Python and Streamlit, it offers an in-depth analysis of medal tallies, athlete statistics, and country-wise performance trends, providing users with powerful insights into the world's biggest sporting event.

analysis data-analysis data-science data-visualization matplotlib python streamlit

Last synced: 18 May 2026

https://github.com/alifeee/occupation-data

Plotting Industry and occupation data from the ONS 2021 Census

census data-visualization employment occupation office-for-national-statistics ons pie-chart

Last synced: 26 Jun 2025

https://github.com/tynandebold/day-length-line-chart

A day-length line chart, charting the length of daylight from different locations around the world.

d3 d3-visualization d3js data-visualization data-viz

Last synced: 19 May 2026

https://github.com/das-amlan/learning-plotly

This repository contains all codes of my Plotly learning path

data-visualization pandas plotly

Last synced: 07 May 2026

https://github.com/srvcl/lung-cancer-survival-analysis

Data Cleaning of a dataset and Survival Analysis in R Language

data-analysis data-science data-visualization r survival-analysis

Last synced: 11 May 2026

https://github.com/debjyotisaha/data-science-projects-phase-2

Developed and implemented data science projects leveraging Python, machine learning algorithms, and statistical techniques. Focused on predictive modelling, data preprocessing, and insights generation to solve real-world problems.

analysis data-visualization distribution python

Last synced: 30 Apr 2026

https://github.com/lovasoa/presidentielle

Graphiques correspondants aux derniers sondages IFOP pour les présidentielles françaises de 2017.

chart chartjs data-visualization elections francais france presidential

Last synced: 03 Apr 2025

https://github.com/nika2811/new-york-city-taxi-fare-prediction

About In this project using New York dataset we will predict the fare price of next trip. The dataset can be downloaded from https://www.kaggle.com/kentonnlp/2014-new-york-city-taxi-trips The dataset contains 8 features along with GPS coordinates of pickup and dropoff

data data-preprocessing data-visualization decision-trees feature-engineering kaggle kaggle-competition linear-regression machine-learning neural-network nyc polynomial-regression ridge-regression scikit-learn taxi taxi-data tensorflow xgboost

Last synced: 06 Apr 2025

https://github.com/franksunye/streamlitccdemo

A fully-featured Streamlit application demo, showing how to quickly deploy interactive web apps on Streamlit Community Cloud. Supports English, Chinese, and Spanish (i18n), including user interaction, file processing, data display, and database features.

data-visualization demo i18n streamlit

Last synced: 19 May 2026

https://github.com/namansnghl/medical-expense-prediction-linear-reg

Medical Insurance data EDA and premium prediction

analysis data-visualization regression-models

Last synced: 11 Jun 2026

https://github.com/jabulente/histogram-visualization-with-matplotlib

This repository showcases how to create visually appealing and customized histograms using Python’s Matplotlib and Seaborn libraries. It includes examples of enhancing default plots with colors, fonts, transparency, and layout adjustments to better communicate data distribution insights.

ai big-data-analytics data-science data-storytelling data-visualization histogram matplotlib

Last synced: 22 Jul 2025

https://github.com/jabulente/geospatial-data-visualizations-tanzania-s-administrative-geographic-and-socioeconomic-landscape

This repository showcases geospatial data visualizations focused on Tanzania's administrative boundaries, geographic features, and selected socioeconomic indicators. Using GeoPandas, Matplotlib, and other geospatial libraries, the project provides static and customizable maps of regions, districts, and population distributions.

ai data-science data-visualization geopandas geospatial-analysis geospatial-visualization machine-learning oops python tanzania tanzania-locations

Last synced: 29 Jul 2025

https://github.com/datasqlsantosh/project-portfolio-e-commerce-data-analysis

In this personal Project-Portfolio-E-commerce-Data Analysis project, an exploratory data analysis was performed on the E-commerce Data available on Kaggle. The main aim of the project is to uncover insights into the store's sales and profits trends and patterns from 2018 to 2019.

data-cleaning data-visualization database dataset exc power-bi sql

Last synced: 11 Sep 2025

https://github.com/tushar2704/employee-distribution

This repository contains valuable insights and visualizations derived from an extensive HR dataset spanning from 2000 to 2020, with over 22,000 rows.

data-analysis data-visualization excel postgresql powerbi sql tushar2704

Last synced: 04 Nov 2025

https://github.com/jorgeterence/sic201

🐍 Coding exercises from the SIC201 Python bootcamp

algorithms bootcamp-project data-visualization exercises jupyter-notebook python

Last synced: 19 May 2026

https://github.com/tomwhite/misp-2017

MISP camp 2017 materials and code

bioinformatics data data-visualization hackathon

Last synced: 18 Apr 2026

https://github.com/pramodkondur/dataspark-end-to-end-dataanalytics

Cleaned, performed EDA and stored data in MySQL. Queried, and analyzed data, uncovering opportunities to drive revenue growth and optimize operations, with a potential revenue growth of $30.03 million. Reported key insights using Power BI.

data-analysis data-visualization eda powerbi python sql

Last synced: 21 May 2026

https://github.com/yrohitha/customer-segmentation

Clean and Apply RFM technique to rank and group clusters to identify the best customers and perform targeted marketing campaigns, using real online transaction data

data-cleaning data-science data-visualization datetime marketing-analytics pandas python3 user-segmentation

Last synced: 13 Mar 2025

https://github.com/mindlessmuse666/iris-knn

Проект демонстрирует применение алгоритма k-ближайших соседей (KNN) для классификации набора данных Iris. Включает загрузку данных, обучение модели, оценку производительности и визуализацию результатов с использованием библиотек Pandas, Scikit-learn, Matplotlib, Seaborn и Plotly.

algorithm classification data-analysis data-visualization iris-dataset knn lazy-learning machine-learning python scikit-learn

Last synced: 17 Aug 2025

https://github.com/sweta-kaundilya/911-calls-capstone-project

For this capstone project we will be analyzing some 911 call data from Kaggle.

data data-analysis data-visualization jupyter-notebook matplotlib numpy pandas python seaborn

Last synced: 28 Apr 2026

https://github.com/borjamome/explorando-madrid

Exploring Madrid: A Data-driven Analysis with R 🐻🌳

data-analysis data-visualization madrid r

Last synced: 26 Mar 2025

https://github.com/amanssur-tech/d3-visualizations

Modern React + D3 data visualization dashboard built with Vite, Tailwind & Framer Motion.

d3 dashboard data-visualization framer-motion react tailwindcss typescript vite

Last synced: 08 Apr 2026

https://github.com/ax-va/interactive-data-visualization-dale-2023

These examples on Interactive Data Visualization in the browser using Flask and D3.js are compiled with some modifications from the book "Data Visualization with Python and Javascript: Cleaning, Cleaning, Exploring, and Transforming Your Data" by Kyran Dale, published by O'Reilly Media in 2023.

ax-va d3 d3-visualization d3js data-science data-visualization dataviz javascript python

Last synced: 13 Mar 2025

https://github.com/mindlessmuse666/features-scaling

Проект по масштабированию признаков датасета Iris с использованием Python, Pandas, Scikit-learn, Seaborn и Plotly. Включает визуализацию данных, применение различных методов масштабирования и оценку производительности модели логистической регрессии.

data-scaling data-visualization feature-engineering iris-dataset machine-learning pandas plotly python scikit-learn seaborn student-project

Last synced: 16 Jun 2025

https://github.com/borjamome/top-goleadores

Mejores delanteros en Europa según los datos

data-analysis data-visualization football-analytics r

Last synced: 26 Mar 2025

https://github.com/mikhaelmounay/salty-med

Salty Mediterranean - Grade 12 Data Analysis & Visualization Capstone Project

data-analysis data-visualization

Last synced: 02 Feb 2026

https://github.com/jatin-mehra119/insurance_dataset

The objective of this project is to predict insurance charges based on various factors.

data-visualization dataanalysis prediction-model python regression-models

Last synced: 15 May 2026

https://github.com/janashanaa/flightanalysis

This Jupyter Notebook presents an exploratory data analysis of data derived from a flight booking website.

data-analysis data-visualization exploratory-data-analysis jupyter-notebook python

Last synced: 15 May 2026

https://github.com/satyacoder29/comparison-of-region-based-sales-tableau

The region-based sales comparison analyzes sales performance across different regions. It identifies trends, top-performing regions, and areas needing improvement by comparing metrics like revenue, growth rate, and product demand. This analysis helps optimize sales strategies and resource allocation for better performance.

data-analysis data-cleaning data-collection data-visualization powerquerym relationships tableau tableau-desktop unions

Last synced: 02 Feb 2026

https://github.com/sisolieri/ds-market-data-science-final-project

Final project for my Master's in Data Science. It includes Business Intelligence with Power BI, KMeans clustering of products and stores, and multivariate sales forecasting using machine learning models for DS Market, a retail chain in the USA.

business-intelligence clustering data-science data-visualization kmeans machine-learning powerbi python retail-analytics time-series-forecasting xgboost

Last synced: 19 May 2026

https://github.com/darylalim/streamlit-highcharts

Streamlit app for building data visualizations with the Highcharts for Python Toolkit.

data-visualization highcharts

Last synced: 01 Jul 2026

https://github.com/omari-kd/environmental-impact-on-food-production

The goal of this project is to assess the environmental impact of food production at both macro and micro levels and propose data-driven insights to mitigate the negative effects of food production on the environment.

data data-analysis data-science data-visualization environmental-impact-analysis r

Last synced: 30 Mar 2025

https://github.com/arction/lcjs-example-0804-meshcircle

A demo application showcasing LightningChart JS IntensityMesh series.

chart data-visualization heatmap intensity lcjs lightningchart-js

Last synced: 12 Mar 2025

https://github.com/arction/lcjs-example-0908-3drealtimepoints

A demo application showcasing LightningChart JS to display 3D Scatter chart in real-time.

3d-visualization chart data-visualization lcjs lightningchart-js scatter-plot

Last synced: 12 Mar 2025

https://github.com/abdul-aa/kickstarters

Predictive Modeling and Clustering Insights for Kickstarter Success

boosting-ensemble clustering clustering-analysis data-visualization gradient-boosting kprototypes python shap

Last synced: 15 May 2026

https://github.com/rizky9i/trading-gpt

TradeGPT-is-an-intelligent-trading-bot-built-with-ChatGPT-and-AI-to-automate-and-optimize-trading-strategies.-It-analyzes-market-data,-predicts-trends,-and-executes-trades-in-real-time,-providing-traders-with-tools-to-enhance-efficiency-and-profitability.

ai-trading algorithmic-trading automated-trading backtesting chatgpt crypto-trading data-visualization financial-analysis machine-learning market-data openai portfolio-management real-time-data risk-management sentiment-analysis stock-market technical-indicators trade-execution trading-strategies

Last synced: 30 Apr 2025

https://github.com/vavarm/data-analysis-french-electric-automobile-infrastructure

Data analysis realized in R Shiny and Python about the French electric vehicle and charging station infrastructure

data-analysis data-science data-visualization factominer geojson ggplot2 plotly python r rshiny

Last synced: 15 May 2026

https://github.com/maazie-khan/power-bi-projects

Welcome to my personal Power BI portfolio repository! Here you will find a collection of Power BI projects and dashboards that demonstrate my skills and expertise in data visualization, business intelligence, and analytics using Power BI.

dashboard data-analysis data-science data-visualization database excel powerbi

Last synced: 02 Jan 2026

https://github.com/lucasdota/bar_chart

Bar chart with JSON data fetching

d3js data-visualization fetch-api javascript json json-api

Last synced: 17 May 2026

https://github.com/satyacoder29/crm-analytics

CRM Analytics Dashboard – An interactive dashboard using Tableau, SQL, and Salesforce CRM Analytics (CRMA) to analyze sales performance, customer segmentation, and churn prediction. Features automated ETL pipelines, predictive analytics, and real-time insights for data-driven decision-making. 🚀📊

advanced-excel data-analysis data-cleaning data-collection data-transformation data-visualization matplotlib numpy pandas powerbi python seaborn sql tableau

Last synced: 03 Mar 2025

https://github.com/kameronbrooks/datalys2-reporting

Datalys2 Reports allows you to create rich, interactive reports by simply defining a JSON configuration embedded in your HTML. It handles the layout, data visualization, and interactivity, so you don't need to write custom React code for every report.

data data-visualization html react

Last synced: 08 Apr 2026

https://github.com/danzed1/health-ai-assistant

🩺 Deliver personalized health advice using AI, providing instant, accurate responses to wellness questions in a user-friendly application.

ai ai-assistant andriod app-backend apple-health cv data-visualization datascience doctor dspy-ai healthcare healthcare-application ios llm patient promptql react-native whatsapp

Last synced: 15 May 2026

Data visualization Awesome Lists
awesome-datascience 944 awesome-creative-coding 410 awesome-bigdata 668 awesome-jupyter 208 go-recipes 182 awesome-dataviz 159 awesome-single-cell 520 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 data-engineering-collection 678 fucking-awesome-bigdata 414 awesome-interests 66 awesome-visual-analytics-healthcare 83 datatools 61 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 603 Uncategorized 529 Software packages 402 Literature and Media 384 Python 374 UI Components 278 Tools 274 Table of Contents 226 Learning Resources 211 Machine Learning 209 Books 204 Data and models 202 Training Resources 201 Plot layers 196 文本数据和NLP 190 Software list 189 Data Visualization 169 Deep Learning Framework 150 Other Awesome Lists 136 数据可视化 133