Data

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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/mrdvince/co2-dashboard

A CO2 emissions dashboard visualization using d3.js. https://droid021.github.io/co2-dashboard/

d3 data-visualization

Last synced: 24 Apr 2026

https://github.com/ayushsiloiya619/data-science

Work area for data science project's.

analytics data-science data-visualization python

Last synced: 24 Apr 2026

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

Data analysis and visualization of Airbnb listings using text mining frameworks, Tableau dashboards, and MongoDB to uncover business insights for optimizing strategies.

airbnb-data-analysis business-insights data-visualization mongodb r-programming sentiment-analysis tableau-dashboards text-mining

Last synced: 25 Apr 2026

https://github.com/fbarffmann/belly-button-challenge

Built an interactive JavaScript dashboard to visualize bacterial biodiversity from belly button samples. Analyzed data from 153 participants and identified OTU 1167 as the most common bacteria.

biodiversity dashboard data-analysis data-visualization interactive-charts javascript json plotly

Last synced: 25 Apr 2026

https://github.com/tmoulik/bikeshare-python

Analysis of Bikeshare data from three major cities

data-analysis data-visualization python udacity-nanodegree

Last synced: 25 Apr 2026

https://github.com/tanyakuznetsova/world-happiness-report-2023-in-europe

Happiness Insight '23: Navigating global joy. Exploring trust's role in life satisfaction with my World Happiness Report analysis.

citizen-science data-storytelling data-visualization global-indicators life-satisfaction social-trust world-happiness-report

Last synced: 25 Apr 2026

https://github.com/gerhynes/d3-character-frequencies

A character frequency analyzer built using D3.js. Built for The Advanced Web Developer Bootcamp.

d3 data-visualization javascript

Last synced: 25 Apr 2026

https://github.com/aniket965/crime-against-women-india

Some Data collected and visualisations of crime against women in India

crime-data data-visualization india women

Last synced: 06 Jun 2026

https://github.com/ddihora1604/iit_patna

A multifaceted project involving applying ML models like Ridge Classifier, RNN, RIDOR, Rotation Forest and RUSBoost, integrating SMOTE for class balancing, and handling diverse datasets including those for seating arrangement tasks.

data-analysis data-visualization datamodelling machine-learning-algorithms python

Last synced: 25 Apr 2026

https://github.com/m-biriulova/python-job-market-analysis

Web scraping, data analysis, and visualization of Python developer vacancies in Czech Republic.

automation beautifulsoup data-analysis data-visualization portfolio-project python selenium web-scraping

Last synced: 25 Apr 2026

https://github.com/leandrocollares/ei-beneficiaries-in-canada

A responsive line chart showing regular Employment Insurance beneficiaries in Canada and its provinces and territories between 2019 and 2021

d3 data-visualization svelte

Last synced: 25 Apr 2026

https://github.com/bkamapantula/chart-recommender-gui

A rule-based chart recommendation service. Useful for teams to self-host or as an internal service.

data-visualization python

Last synced: 25 Apr 2026

https://github.com/aastopher/mma_outcome

Simple exploratory analysis of UFC Fights and Vegas fight odds from 1993 to 2021

data-analysis data-visualization

Last synced: 06 Jun 2026

https://github.com/dulajkavinda/matplotlib-ml

📊Data visualisation with matplotlib library.

data-visualization jupyter-notebook matplotlib python seaborn

Last synced: 25 Apr 2026

https://github.com/novojitsaha/football-viz

Football Data Visualization using Statsbomb Open Data

data-visualization football-data frontend react typescript

Last synced: 25 Apr 2026

https://github.com/chandansoren/customer-personality-analysis

Predict how different customer segments will respond for a particular product or service.

data-analysis data-visualization python

Last synced: 26 Apr 2026

https://github.com/dodji1/streamlit--bootcamp

Bootcamp de formation Streamlit - Initiation - Cas pratiques

data-science data-visualization python streamlit

Last synced: 26 Apr 2026

https://github.com/danilowskic/queue-initialisation

An app shows data structure called queue. Describes how it works and what it is based on.

data-structures data-visualization java-8 queue queue-simulation

Last synced: 26 Apr 2026

https://github.com/developerdavid2/finex-health-analytics

A modern, minimalist website for Finex Healthcare Analytics & Informatics LLC — showcasing data-driven healthcare solutions, cybersecurity, and AI innovation. Built with Next.js, Tailwind CSS, Framer Motion, and component-driven design.

aceter analytics cybersecurity data-visualization finex finex-healthcare framer-motion healthcare magicuidesign minimal modern nextjs15-typescript shadcn tailwind

Last synced: 26 Apr 2026

https://github.com/deliprofesor/cinematic-data-analytics-and-recommendation-platform

This project analyzes a movie dataset using machine learning algorithms to predict success, explore revenue-popularity relationships, and develop recommendation systems. It employs techniques like K-Means, DBSCAN, GMM, decision trees, PCA, and NLP for insights and personalized suggestions.

clustering content-based-recommendation data-analysis data-visualization decision-tree gmm k-means machine-learning natural-language-processing nlp pca predictive-modeling python recommendation-system scikit-learn user-based-recommendation

Last synced: 26 Apr 2026

https://github.com/tsbarr/citi-bikes-challenge

Citibikes NYC Data Analysis: Uncover insights from over a decade of ride data. Jupyter notebook for data aggregation/cleaning & Tableau dashboards for interactive visualization.

data data-visualization pandas-python python tableau

Last synced: 27 Apr 2026

https://github.com/mohdumair8896/stock-market-analysis-and-forecasting

This is a project of Stock Market Analysis And Forecasting Using Deep Learning(pytorch,gru).

data-visualization machine-learning prediction python

Last synced: 27 Apr 2026

https://github.com/zonggen/uiuc-cs416-a2

Data visualization assignment with D3.js

d3 data-visualization

Last synced: 27 Apr 2026

https://github.com/parnika798/election-result-dashboard

Streamlit dashboard exploring correlations between ad spending and voter turnout in the 2024 Indian General Elections. Includes dynamic filters, intuitive charts, and election campaign impact exploration.

2024-indian-general-elections data-visualization election-data-analysis interactive-dashboard streamlit

Last synced: 22 May 2026

https://github.com/garcane/exodus_analysis

This project analyses cryptocurrency transaction data exported from the Exodus wallet. The goal is to explore and visualize the inflows and outflows of assets, the types of transactions, and other key metrics over time.

bitcoin btc crypto cryptocurrencies cryptocurrency data-analysis data-visualization eth ethereum pandas seaborn

Last synced: 27 Apr 2026

https://github.com/tostaylo/bicycle_death_data_visualization

Visualizing bicycle fatality data for the United States

beautifulsoup d3 data-visualization

Last synced: 27 Apr 2026

https://github.com/arda-guler/koerimei

KOERI Mapping Extension Interface. Maps latest earthquakes detected by Kandilli Observatory and Earthquake Research Institude.

data-visualisation data-visualization earthquake earthquake-visualization earthquakes geography map mapping

Last synced: 07 Jun 2026

https://github.com/afinemax/climate_change_bot

@ClimateChangeBot is a BlueSky bot that posts daily Climate-Change plots

climate-change data-visualization global-warming mastodon-bot

Last synced: 27 Apr 2026

https://github.com/markjacksonfishing/pipedreams

A play on pipelines, with a focus on making data accessible and insightful.

backend data-engineering data-processing data-visualization deployment etl frontend machine-learning python streamlit

Last synced: 27 Apr 2026

https://github.com/benzerinsio/floralspecies-eda

📊 Análise Exploratória de Dados (EDA) - Flores Iris | Exploração de padrões e clustering com K-Means

analise-de-dados analise-exploratoria analise-exploratoria-de-dados botany clustering data-visualization eda exploratory-analysis exploratory-data-analysis python seaborn

Last synced: 27 Apr 2026

https://github.com/natanast/tidytuesday_python

This repository contains my submissions for the TidyTuesday Python Challenge.

data-science data-visualization posit python quarto tidytuesday

Last synced: 07 Jun 2026

https://github.com/sungj921028/data-analysis-for-aqi

A project that using python to analysis the AQI quality.

aqi data-science data-visualization jupyter-notebook

Last synced: 07 Jun 2026

https://github.com/imshakil/machinelearning

Learning machine-learning algorithms, applications, completed projects, completed courses from different online course academy.

coursera data-analyst data-science-notebook data-visualization machine-learning-coursera machinelearning mathematics projects python udemy

Last synced: 28 Apr 2026

https://github.com/hutaobo/cell-gps

Cell-GPS is the Python package and reference implementation for Cophenetic Spatial Topology Embedding (COSTE), a spatial topology analysis framework for spatial omics data.

bioinformatics data-visualization python scanpy single-cell spatial-analysis spatial-omics spatial-transcriptomics visium xenium

Last synced: 07 Jun 2026

https://github.com/oguzhanfatihkucuk/data-analytics-project-kafka-spark

The data in this project was collected in a database using Apache Kafka and processed with Apache Spark Streaming. The project aims to create a forecasting model and analyze sales forecasts per customer.

big-data data data-visualization hadoop kafka ml mlpipeline plt pyhton spark

Last synced: 28 Apr 2026

https://github.com/simranshaikh20/diwali-sales-analysis-for-business-insights

A data analyst project on diwali sales . In this state according state , gender, age we are able to know how much sale it done.

data-analysis data-visualization python

Last synced: 28 Apr 2026

https://github.com/anasrustom/heat-map

My Heat Map repository showcases an interactive data visualization project built with HTML, CSS, and JavaScript, utilizing the D3.js framework.

d3 data-visualization

Last synced: 28 Apr 2026

https://github.com/ppatrzyk/foreign-tourists

Data visualization built with Svelte and d3.

d3 data-visualization poland svelte

Last synced: 28 Apr 2026

https://github.com/prajakta1321/credit-card-fraud-

credit card fraud detection using LR and data visualization in ML

data-visualization logistic-regression machine-learning outlier-detection python3

Last synced: 28 Apr 2026

https://github.com/bhaveshbhakta/parkinson-disease-prediction

Note* The hosted website link might take some time to load. Please be patient while the application initializes.

data-visualization flask health-prediction machine-learning parkinson-disease prediction web-development

Last synced: 28 Apr 2026

https://github.com/hadson0/chess-live-ratings-data

A study project focused on web scraping the live chess ratings from chess.com, with data analysis and visualization on nearly 5000 players in the classical world ranking.

beautifulsoup chess data-analysis data-visualization numpy pandas python seaborn web-scraping

Last synced: 28 Apr 2026

https://github.com/udipta14/historical-olympic-games-eda-python

Exploratory Data Analysis of a Historical Olympic Games Dataset, including all the games from Athens 1896 to Rio 2016.

data-cleaning data-visualization eda matplotlib numpy pandas python3 seaborn

Last synced: 28 Apr 2026

https://github.com/jeus0522/4-eda-football-ml-app

A ML application focused on exploratory data analysis and football analytics, featuring data visualization and insights using Python and relevant libraries.

data-visualization eda exploratory-data-analysis football-analytics sports-analytics webapp

Last synced: 28 Apr 2026

https://github.com/al-chris/whatsapp-dashboard-web

A client-side only web application for analyzing and visualizing WhatsApp chat exports. This version runs entirely in your browser without requiring any server or backend - your data never leaves your device!

data-visualization javascript whatsapp

Last synced: 28 Apr 2026

https://github.com/incalculable-driverslicence975/data-projects-portfolio

📊 Showcase data projects that highlight analytics, machine learning, and MLOps with reproducible code and clear business insights.

ai computer-vision dashboard data-science-projects data-visualization deep-learning etl excel finance hadoop hiveq keras machine-learning nlp pandas portfolio-project scikit-learn tableau-dashboards

Last synced: 28 Apr 2026

https://github.com/shreeparab1890/indian-elections-2019-analysis-eda

This ipython notebook is the Exploratory data analysis (EDA) of the Indian Lok Sabha Elections 2019.

data data-analysis data-science data-visualization eda exploratory-data-analysis matplotlib numpy pandas plotly python python3 visualization

Last synced: 28 Apr 2026

https://github.com/matheusafonseca/python-data-visualization-matplotlib-seaborn-masterclass-udemy

This repository is dedicated to storing the code developed during the "Python Data Visualization: Matplotlib & Seaborn Masterclass" course on Udemy.

charts data-analysis data-analysis-python data-science data-visualization database graphics graphics-programming jupyter-notebook matplotlib matplotlib-plots python python3 seaborn seaborn-plots

Last synced: 28 Apr 2026

https://github.com/sawaira-iqbal/used-cars-price-prediction-ml-project

🚗 The Used Car Price Prediction project uses advanced ML models like Random Forest 🌲, Decision Tree 🌳, XGBoost 🚀, and SVR 🔍 to predict used car prices, enhancing buying and selling decisions.

data-visualization decision-tree machine-learning price-prediction python random-forest-regressor support-vector-machine xgboost

Last synced: 28 Apr 2026

https://github.com/szapp/candyanalysis

Case study: Analyze the candy power ranking to identify and recommend popular candy characteristics

data-analysis data-visualization feature-selection interaction-terms

Last synced: 28 Apr 2026

https://github.com/ezrahsieh/narrativevisualization

This project is an interactive narrative visualization designed to illustrate the impact of the COVID-19 pandemic on global life expectancy. The visualization is implemented using D3.js and follows the Martini glass narrative structure. This serves as the final project for CS416 at UIUC.

d3 data-visualization interactive-visualizations javascript narrative-visualization

Last synced: 28 Apr 2026

https://github.com/robertovicario/uninsubria-datavisualization-project-work

Project Work for the Data Visualization module in the MSc in Computer Science program in Varese.

data-visualization dogecoin elonmusk python

Last synced: 28 Apr 2026

https://github.com/dariush-hassani/pfd-charts

A lightweight, animated and customizable charting library for building Primary Flight Display (PFD) using modular D3.js.

d3js data-visualization drone gcs pfd

Last synced: 08 Jun 2026

https://github.com/marcusrprojects/stock-return-analyzer

Analyze and visualize cumulative stock returns against a benchmark (e.g., S&P 500) across multiple time scopes using Python, yfinance, and Matplotlib.

cumulative-return data-visualization matplotlib pandas python stock-analysis yfinance

Last synced: 29 Apr 2026

https://github.com/neyhere07/music_popularity_prediction

Music popularity prediction involves building machine learning models to estimate the popularity of tracks based on their audio features.

data-science data-visualization eda jupyter-notebook machine-learning python

Last synced: 29 Apr 2026

https://github.com/chanmeng666/customer-insight

AI-powered customer review analysis platform — sentiment analysis, keyword extraction, topic modeling, and anomaly detection

chinese-nlp customer-feedback customer-insights data-visualization machine-learning nlp python review-analysis sentiment-analysis streamlit text-analysis text-mining topic-modeling

Last synced: 29 Apr 2026

https://github.com/chrispsang/healthcare-dataanalysis

Analyze synthetic patient data to identify trends, improve healthcare delivery, and predict patient outcomes using machine learning models. Includes data exploration, preprocessing, model building, and visualizations.

data-analysis data-science data-visualization healthcare jupyter-notebook machine-learning python

Last synced: 29 Apr 2026

https://github.com/misha-mayskiy/lootbox_analytics

Lootbox Analytics: Your personal dashboard for tracking and analyzing lootbox/gacha opening statistics from popular games. Currently supports Genshin Impact with detailed Pity/luck analysis. (Python, Flask, SQLAlchemy)

chartjs data-visualization flask gacha game-analytics genshin-impact pity-tracker python sqlalchemy statistics

Last synced: 29 Apr 2026

https://github.com/salvof88/raspberry-sensor-kit-demo

A lightweight Raspberry Pi sensor logger in Python for HC-SR04 (ultrasound) and DHT11 (temperature/humidity), exporting data to CSV or Google Sheets. Perfect for IoT experiments, smart home logging, or Raspberry Pi Zero DIY kits.

automation csv-logger data-logging data-visualization dht11 google-sheets gpio hc-sr04 hc-sr04-ultrasonic-sensor iot python python-sensors python3 raspberry-pi raspberry-pi-3 raspberry-pi-4 raspberry-pi-gpio raspberry-pi-zero sensor-data

Last synced: 29 Apr 2026

https://github.com/tynandebold/daylight

Amount of daylight in select locations around the world.

data-visualization data-viz daylight javascript react time

Last synced: 29 Apr 2026

https://github.com/kasraskari/learn-r-codes

A learning repository for R programming, covering data manipulation, visualization, and statistical analysis. (Work in progress!) 🚧

data-analysis data-analysis-r data-visualization r r-examples r-graphics r-statistics statistics

Last synced: 08 Jun 2026

https://github.com/rizerkrof/dataviz-womanparliamentseatsworldwide

Data visualization about political representation of woman world wide

data-visualization plotly-python politics woman

Last synced: 29 Apr 2026

https://github.com/andresberejnoi/streamlit-apps

A collection of sample web apps built with Streamlit.

data-science data-visualization streamlit

Last synced: 29 Apr 2026

https://github.com/khushi-sabarad/web_scraping

This project is a Python-based web scraper that extracts the menu from a cafe and saves it to an Excel file. It was created to automate the process of retrieving and updating menu prices, a task that was observed to be done manually at the hostel.

beautifulsoup data-analysis data-visualization market-analysis pandas python requests web-scraping wordcloud

Last synced: 29 Apr 2026

https://github.com/fatihilhan42/starbucks_analysis_turkey_and_world_with_python

In this project, firstly the brands for coffee in the world and then these brands in Turkey were examined. The data from the dataset, which you can find in the repo, was first organized using data cleaning algorithms. These cleaned data were then graphically extracted using data visualization algorithms.

data-analysis data-cleaning data-science data-visualization jupyter-notebook python

Last synced: 29 Apr 2026

https://github.com/mr-dhan/eda-sales-customer-transactions

Dalam dunia bisnis ritel yang kompetitif, pemahaman mendalam terhadap perilaku pelanggan merupakan fondasi penting untuk pengambilan keputusan strategis. Namun, data transaksi pelanggan seringkali berjumlah besar dan kompleks, sehingga memerlukan proses analisis yang efektif untuk mengungkap insight yang berharga.

dashboard data data-analysis data-analysis-python data-science data-visualization eda python

Last synced: 29 Apr 2026

https://github.com/aykutsahinn/carpredictapp

İkinci El Araçların Analizi | Jupyter Notebook

analysis data-visualization jupyter-notebook pyhton streamlit

Last synced: 29 Apr 2026

https://github.com/varshan1123/sql-tableau-project

We analyze key indicators for our pizza sales data to gain insights into our business performance - A Data Analysis Project performed on Tableau & SQL.

analysis data-analysis data-science data-visualization excel mysql powerbi sql sql-server tableau tableau-dashboards

Last synced: 29 Apr 2026

https://github.com/hazz-i/e-commerce-analysis

FP Dicoding Analisis data dengan python

data-visualization jupyter-notebook python

Last synced: 29 Apr 2026

https://github.com/prithviraj-2003/cognifyz-data-science-internship

🎓 Data Science Internship at Cognifyz Technologies 📅 Duration: 2 Months 🧠 Worked on real-world restaurant data 🗂️ Completed structured tasks across 3 levels 📌 Tasks focused on EDA, data preprocessing, visualization, and analysis 📎 Task descriptions provided in an attached PDF

data-analysis data-science data-visualization matplotlib numpy pandas python3

Last synced: 29 Apr 2026

https://github.com/sukitsubaki/image-color-scheme

Extract dominant colors from images and create beautiful color palettes with minimal dependencies. Supports various palette types: monochromatic, analogous, complementary, triadic, and tetradic.

color-extraction color-palette data-visualization design-tools image-analysis minimal python python-library

Last synced: 29 Apr 2026

https://github.com/muhammadusman-khan/e-commerce-store-eda

Exploratory Data Analysis on E-commerce store data to uncover insights about sales trends, customer behavior, and product performance using Python libraries like Pandas, NumPy, and Matplotlib/Seaborn.

data-analysis data-science data-visualization e-commerce eda exploratory-data-analysis jupyter-notebook matplotlib numpy pandas python seaborn

Last synced: 29 Apr 2026

https://github.com/gvatsal60/ds-on-kaggle

A collection of data science projects, experiments, and insights from Kaggle competitions and datasets

data data-science data-visualization numpy pandas python3

Last synced: 29 Apr 2026

https://github.com/wonderwoman2020/atomic-sensors-website

Repository for .NET academic project realised 2023

academic-project asp-net data-visualization website

Last synced: 08 Jun 2026

https://github.com/r-mahesh45/fraud-detection-and-sales-analysis-using-random-forest

This project uses Random Forest to classify fraud risk based on taxable income and analyze key factors driving high sales for a cloth manufacturing company.

classification data-visualization extract-transform-load python3 random-forest

Last synced: 30 Apr 2026

https://github.com/angchekar28/air-quality-index-analysis

This project analyzes Air Quality Index (AQI) data to identify pollution trends, seasonal variations, and the impact of different pollutants. It includes data visualization, correlation analysis, and insights into air quality variations over time.

data-analysis data-science data-visualization exploratory-data-analysis jupyter-notebook machine-learning python

Last synced: 30 Apr 2026

https://github.com/abhinav330/instagram-influencers-analysis

This Jupyter Notebook focuses on preprocessing and visualizing data from an Instagram profiles dataset. It includes data loading, inspection, visualization, and some data preprocessing steps.

data data-science data-visualization exploratory-data-analysis exploratory-data-visualizations influncer-products instagram scikit-learn sklearn

Last synced: 08 Jun 2026

https://github.com/devprnvk/realestateml

This Python program analyzes a dataset (HousePricePrediction.xlsx) containing information about house prices. It utilizes pandas for data manipulation, matplotlib for plotting, and seaborn for visualizing correlations and distributions.

data-science data-visualization datasets houses npm plotting prediction-model seaborn

Last synced: 30 Apr 2026

https://github.com/tashi-2004/global-ecommerce-retail-trends-analysis

The Global E-commerce & Retail Analysis project involves data preprocessing, dimensionality reduction with PCA, CLV calculation and What-If analysis . Key insights include effective PCA for data reduction, detailed CLV analysis across segments , and the impact of pricing strategies on sales.

boxplot clv-analysis data-science data-visualization dataintegration deep-learning dimensionality-reduction ecommerce heatmap machine-learning normalization outlier-detection outlier-removal pca-analysis preprocessing python scatter-plot whatif-analysis

Last synced: 30 Apr 2026

https://github.com/samiksha29-patil/hr-employee-data-analysis-visualization-in-python

This project focuses on analyzing an HR Employee Dataset that contains details about employees such as demographics, job status, salaries, performance reviews, satisfaction levels, and attrition reasons.

csv-files data data-visualization dataanalysis matplotlib numpy pandas python seaborn

Last synced: 30 Apr 2026

https://github.com/bachtiarashidiqy/ecommercedashboard

An interactive e-commerce analytics dashboard built with Streamlit, providing visualizations for sales performance, product analysis, geographic insights, and delivery status. Includes date filtering, company branding, and comprehensive documentation.

analytics dashboard data-analysis data-visualization e-commerce matplotlib pandas python seaborn streamlit

Last synced: 30 Apr 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 665 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-datajournalism 170 awesome-python-machine-learning-resources 1,884 awesome-expression-browser 163 awesome-qlik 32 awesome-data-journalism 195 awesome-deepnote 41 Road2R 274 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 601 Uncategorized 527 Software packages 402 Literature and Media 384 Python 374 Table of Contents 298 UI Components 278 Tools 274 Learning Resources 211 Machine Learning 206 Data and models 205 Books 203 Plot layers 202 Training Resources 199 文本数据和NLP 190 Software list 189 Data Visualization 162 Deep Learning Framework 150 Other Awesome Lists 136 数据可视化 133