Data

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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/szuzick/hr-analytics-pipeline

End-to-end HR analytics solution using PostgreSQL, dbt, and Power BI

data-analysis data-visualization database-maintenance dbt hr-analytics insights postgresql powerbi sql

Last synced: 10 Jun 2026

https://github.com/ericgio/r-d3

Low-level components and examples for rendering data with D3 + React

d3 data-visualization react

Last synced: 11 May 2026

https://github.com/hrosicka/czechpopulationestimation

This GitHub repository contains Python code for data analysis and population prediction in the Czech Republic up to the year 2050. The code is written in Python and utilizes the Pandas and Matplotlib libraries.

data-analysis data-visualization matplotlib matplotlib-figures matplotlib-pyplot pandas pandas-dataframe pandas-library pandas-python python python3

Last synced: 11 May 2026

https://github.com/ceia-prefeitura/urban-lit-tracker-etl

UrbanLitTracker coleta artigos acadêmicos sobre mudanças urbanas via OpenAlex API, processa e armazena em MongoDB. Oferece dashboard interativo com Dash, exibindo dados como trabalhos mais relevantes, autores e palavras-chave frequentes, facilitando a análise e visualização da literatura urbana.

academic-research bibliometrics data-analysis data-pipeline data-visualization etl openalex-api urban-studies

Last synced: 11 May 2026

https://github.com/jbalooshie/pyber_analysis

Analysis of ride share data using Matplotlib and pandas, executed in Jupyter Notebook. Breakdowns are provided based on the city size, average fare, and number of rides taken.

data-analysis data-science data-visualization jupyter-notebook matplotlib pandas python

Last synced: 12 May 2026

https://github.com/sahilmate/personal-finance-tracker

A Python application for tracking personal finances. It allows you to log income and expenses, view summaries within date ranges, and visualize financial trends with graphs. Ideal for managing and analyzing your financial data easily.

data-visualization matplotlib-pyplot pandas python3

Last synced: 12 May 2026

https://github.com/sakan811/honkai-star-rail-a-few-fun-insights-with-data-analysis

The project gives insights that delve into the Honkai Star Rail's character's stats of all available characters as of the given date.

data data-analysis data-science data-visualization docker flask game honkai honkai-star-rail honkai-starrail seaborn webscraping webscraping-data webscraping-selenium

Last synced: 10 Jun 2026

https://github.com/priyanshu7639/data_visualization_dashboard

An Interactive data visualization tool that combines traditional plotting capabilities with modern AI assistance. It allows users to create and modify visualizations through natural language commands, making data exploration accessible to users of all skill levels.

business-analytics data-analysis data-engineering data-exploration data-science data-visualization datapreprocessing datascience interactive-visualizations matplotlib plotly plotting python research-tool streamlit

Last synced: 12 May 2026

https://github.com/sricasea/fundraising-insights-mwpccc

Data storytelling meets impact strategy — a nonprofit fundraising analysis project combining SQL, Python, and Deepnote to uncover donor trends and guide smarter decisions.

data-analysis data-storytelling data-visualization deepnote fundraising nonprofit portfolio-project python sql

Last synced: 12 May 2026

https://github.com/manukot/sturdy-engine-python-

I've leant not only various Theoretical Concepts but also practical projects in my Masters Coursework

data-analysis data-visualization python3

Last synced: 13 May 2026

https://github.com/mathyouf/kaggle-notebook-code

Code and Images which I used in Kaggle Notebooks. Mostly for style and code clarity.

data-visualization kaggle

Last synced: 14 May 2026

https://github.com/madebysan/timeline

A static film timeline for seeing when movies are set, from ancient history to imaginary futures.

cinema data-visualization film html-css movies static-site timeline tmdb vanilla-javascript

Last synced: 12 Jun 2026

https://github.com/jorgeatgu/d3-bundle

Importando solo los módulos necesarios de d3

d3js d3v4 data-visualization

Last synced: 13 Jun 2026

https://github.com/luizassimoes/q5ga-latency-and-throughput

Quick 5G Analyser: PyQT5 software developed to help with simple graphical analysis and chart generating for ping and iperf3 tests.

data-analysis data-visualization pyqt5 python

Last synced: 13 Jun 2026

https://github.com/claudiahw/excel-sales-dashboard

Data-driven Excel dashboard visualizing sales trends, top products, and profit breakdowns with dynamic filtering options.

dashboard data-visualization excel excel-dashboard pivot-tables

Last synced: 15 Jun 2026

https://github.com/hanifheinrich/population-data-visualization

Implementasi Visualisai Data pada Data Kependudukan Nagari Tanjung Balik, Kabupaten Solok, Sumatera Barat Menggunakan Streamlit

data-visualization python streamlit-dashboard

Last synced: 16 Jun 2026

https://github.com/joonarafael/ids-exercises

Repository to store the exercise submissions for the Introduction to Data Science course (University of Helsinki).

course-work data-science data-visualization jupyter-notebook university-assignment

Last synced: 16 Jun 2026

https://github.com/fahadnasir13/financial-data-parser-application

“Financial Data Parser – Advanced Next.js & TypeScript app for parsing and visualizing complex financial datasets with confidence scoring and exportability.”

data-parsing data-visualization financial-parser framer-motion framer-motion-3d nextjsdata-parsing react-testing-library shadcn-ui

Last synced: 17 Jun 2026

https://github.com/mattsebastianh/Make-a-Line-Chart

Data Visualization with Matplotlib | Matplotlib Fundamentals

data-visualization matplotlib pandas-dataframe python

Last synced: 18 Jun 2026

https://github.com/philippmeder/visdata

Useful python tools for data visualisation, e.g. 2D-profiles (also known as profile plots), comparison of measurements, or tables.

data-science data-visualization profile-plot python python-3 python3

Last synced: 18 Jun 2026

https://github.com/carlosagalicia/sars-cov-2-sequence-analysis

The project explores genetic similarities and differences between SARS-CoV-2 variants, focusing on their distribution across Asian, Hispanic, European, and African populations.

biostrings data-science data-visualization ggplot2 r

Last synced: 20 Jun 2026

https://github.com/sakan811/stress-pattern-occurrence-in-english-words

This project is intended to provide English learners with data that allows them to make a data-driven guess when encountering words that they aren't sure where to stress

data-analysis data-visualization english english-language english-learning language powerbi powerbi-report powerbi-visuals

Last synced: 20 Jun 2026

https://github.com/haseebn19/urban-housing-demand

A full-stack web application for visualizing housing and labour market data

data-analysis data-visualization docker full-stack gradle statistics web webapp

Last synced: 22 Jun 2026

https://github.com/markalbrand56/ds-laboratorio-9

Data Exploration in different datasets

data-exploration data-visualization matplotlib pandas

Last synced: 23 Jun 2026

https://github.com/ladaegorova18/data_analysis

Learning the basics of data analysis in Python

analytics data-analysis data-visualization steam-games

Last synced: 24 Jun 2026

https://github.com/nafis2508/australia-population-insights

Interactive Power BI dashboard analyzing Australia's population trends (1996–2016) across gender, age, region, and country of birth using ABS Census data. Built for data-driven policy, migration, and urban planning insights.

abs-data australia census dashboard data-storytelling data-visualization dax demographics etl power-bi

Last synced: 24 Jun 2026

https://github.com/alz-11/urbanization-africa

Simple data visualization of African city demographics and transport corridors using Wikidata SPARQL queries and Python

africa data-visualization demographics infrastructure jupyter-notebook linked-open-data lod matplotlib pandas python sparql urbanization wikidata

Last synced: 25 Jun 2026

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

Data Visualization series

data-visualization

Last synced: 29 Jun 2026

https://github.com/itskshitija/tesla-stock-price-prediction

Welcome to the Tesla Stock Price Forecasting project, where we delve into time-series analysis to predict stock price trends for one of the world's most innovative companies—Tesla Inc.

data-visualization eda python time-series-analysis

Last synced: 29 Jun 2026

https://github.com/chauxvive/fccheatmap

A D3.js-driven heatmap visualizing monthly global land surface temperature variations over time. Built as part of FreeCodeCamp’s Data Visualization certification.

d3 d3js data-visualization dataviz

Last synced: 29 Jun 2026

https://github.com/dmarks84/coursework_project_text-mining-topic-modeling

Project for University of Michigan Applied Data Science Specialization -- Developed functions to score similarity between text passages.

data-modeling data-reporting data-visualization databases eda nlp numpy pandas python statistics text-mining

Last synced: 12 Apr 2026

https://github.com/femincan/d3-choropleth-map

My solution for the Visualize Data with a Choropleth Map project on FCC.

css3 d3js data-visualization html5 javascript

Last synced: 13 Apr 2026

https://github.com/jbalooshie/plotly_deployment

This project uses JavaScript, Plotly, and HTML to create an interactive dashboard on a webpage. The data is from a fictional study examining bacteria cultures in the subject's navels. The dashboard allows you to filter between participants and shows different information about their samples.

css dashboard data-visualization html javascript plotly

Last synced: 03 May 2026

https://github.com/swanie21/svg-graphs

Data visualization with svg graphs

data-visualization react svg-graphs

Last synced: 03 May 2026

https://github.com/dvmorozov/arxiv

ArxivExpress - arxiv.org client for Android and iOS, ArxivNavigator - interactive arxiv.org metadata visualization. I would appreciate any way of contributing: GitHub issue, email or pull request.

android-application arxiv arxiv-api arxiv-org csharp d3-js d3-visualization d3js data-science data-visualization datascience ios-app javascript pyhton3 xamarin xamarin-forms

Last synced: 03 May 2026

https://github.com/badranalyst/tips-dataset-analysis-dashboard-with-streamlit-and-plotly

Interactive Streamlit dashboard analyzing the Seaborn 'tips' dataset, which records information on restaurant bills, including total bill amounts, tips, customer demographics (e.g., gender, smoking status), and dining details (e.g., day, time). Visualized with Plotly for insights into tipping patterns.

data-analysis data-analytics data-visualization dataset eda exploratory-data-analysis matplotlib matplotlib-pyplot numpy pandas plotly python seaborn streamlit

Last synced: 13 Apr 2026

https://github.com/nmelgar/birthday_sports_dataviz

We will analyze how the Matthew Effect has influenced in professional sports players.

analysis csv data data-analysis data-science data-visualization datavisualization dataviz probability research tableau

Last synced: 08 Jan 2026

https://github.com/ledsouza/reg-linear-ii

Projeto de estudo de técnicas avançadas de modelagem em regressão linear

data-science data-visualization linear-regression pandas seaborn sklearn statsmodels vitrinedev

Last synced: 03 May 2026

https://github.com/pythoncoderunicorn/mytidytuesdays

a repo for my #TidyTuesday data visuals

data-science data-visualization r

Last synced: 25 May 2026

https://github.com/eeghor/attraction-reviews-aus

Attraction Review Analysis in a Dash Dashboard

data-visualization

Last synced: 25 May 2026

https://github.com/hemangsharma/streamingcontentanalyzer

This Streamlit application provides an interactive dashboard for analyzing streaming content data. It allows users to explore movie and TV show ratings, distributions, temporal trends, and genre breakdowns through various visualizations and filters.

dashboard data-analysis data-science data-visualization python streamlit-dashboard streamlit-webapp

Last synced: 02 Apr 2025

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

Repo for Exploratory Data Analysis using dataset of Data Science Job Salaries

data-science data-visualization exploratory-data-analysis python python-visualization

Last synced: 26 Feb 2025

https://github.com/saagpatel/signal-noise

An interactive essay teaching Bayesian reasoning through direct manipulation of live visualizations

bayesian d3 data-visualization education interactive-essay nextjs statistics typescript

Last synced: 28 Jun 2026

https://github.com/saisurajmatta/airbnb-data-visualisation-project

Explored and visualized Seattle Airbnb data to gain insights into pricing, geographic trends, and optimal listing strategies for hosts.

data-analytics data-visualization excel tableau tableau-dashboards tableau-public tableu-workbook

Last synced: 05 Feb 2026

https://github.com/happymary16/data-visualization-labs

Solutions for all labs from 'Data Visualization' course

data-visualization jupiter-notebook python

Last synced: 13 Apr 2026

https://github.com/ledsouza/estudo_matplotlib

Projeto de curso sobre o uso da biblioteca matplotlib

data-visualization matplotlib vitrinedev

Last synced: 03 Oct 2025

https://github.com/marianamartiyns/rfm-cluster-analysis

Customer behavior and sales analysis, including data cleaning, RFM calculation, churn analysis and customer clustering.

cluster-analysis data-analysis data-cleaning data-visualization pyhton

Last synced: 16 Mar 2025

https://github.com/mkaspulanwar/p6_bigdata_realtime_largescale_visualization

Praktikum Week 6 Big Data: Real-time analytics dan visualisasi data skala besar menggunakan PySpark Structured Streaming, Parquet Data Lake, dan Streamlit untuk monitoring mobilitas dan traffic smart city.

big-data data-visualization pyspark spark-streaming streamlit traffic-analytics

Last synced: 13 Apr 2026

https://github.com/mem48/covid

Interactive MSOA Maps of Covid19 cases in England

covid data-visualization map msoa vector-tiles

Last synced: 24 Jul 2025

https://github.com/shubhammittal-data/hr_dashboard_tableau

An interactive HR Analytics Dashboard built using Tableau. Provides insights into workforce demographics, hiring trends, salary analysis, and employee records for data-driven decision-making.

chatgpt4 data data-analysis data-visualization drawio-tools faker-generator hr-analytics hr-analytics-dashboard human-resources numpy python tableau tableau-public

Last synced: 17 May 2026

https://github.com/ragedunicorn/mantisx-notebook

A repository for Jupyter notebooks analysing mantisx data

data-analysis data-visualization mantis mantisx shooting training

Last synced: 24 Jul 2025

https://github.com/leandrocollares/nyc-film-permits

NYC film permits: an exploratory data analysis

data-analysis data-visualization pandas plotly

Last synced: 05 Jul 2025

https://github.com/allanreda/ga4-session-predictor-flask-app

Flask app that can predict future number of GA4 sessions, using the Prophet library.

data-visualization flask ga4-api matplotlib pandas prophet-library python time-series-forecasting

Last synced: 03 May 2026

https://github.com/shivabajelan/belly-button-biodiversity-dashboard

Belly Button Biodiversity Dashboard is an open-source interactive dashboard that visualises the Belly Button Biodiversity dataset. Built with JavaScript, D3.js, Plotly.js, HTML, and CSS, the dashboard features include a dropdown menu, horizontal bar chart, bubble chart, demographic information display.

css d3 dashboard data-visualization html javascript plotly visualization

Last synced: 03 May 2026

https://github.com/epfromer/x2-vue

Vue.js front end for email searching. Interfaces to x2-server.

auth0 data-visualization graphql vue vuex

Last synced: 08 May 2026

https://github.com/gmbeddard/em255-intro_data_science-finalproject

A data science project analyzing symptoms, socioeconomic impacts, and diagnosis trends of endometriosis using NHANES datasets. Features machine learning models and visualizations to enhance healthcare insights.

data-science data-visualization pandas-python womens-health

Last synced: 23 Jul 2025

https://github.com/shellynagar27/business-insights-360-project

A comprehensive Dashboard which provides better understanding of the business's market standing, key focus areas for optimization, underperforming customers, and year-wise financial insights, aiding in better inventory planning and performance tracking. Further it can be used in answering n number of why questions based on the situations.

dashboard data-analysis data-visualization dax-languague dax-studio excel performance-optimization power-bi reporting sql storage-manager

Last synced: 27 Jan 2026

https://github.com/parthivnaresh/facilyst

Facilyst is a library that makes using data science and machine learning tools easier.

data-science data-visualization deep-learning machine-learning mock-data neural-network python

Last synced: 18 Mar 2025

https://github.com/bretsw/eme6356-ss23-module5

Slide deck for EME6356, Module 5: Data Visualization (Spring 2023)

analytics data-analytics data-visualization slides visualization

Last synced: 08 Jan 2026

https://github.com/fazzaan/gitbook-sciencing

GitBook sync for Sciencing publishing & training projects

data-presentation data-visualization ebook gitbook science science-communication science-research

Last synced: 08 Jan 2026

https://github.com/karlyndiary/adidas-sales-analysis

Analyzed Adidas' product sales performance, top retailers, monthly trends, yearly growth, regional distribution, and pricing insights. Performed ETL from Python (Pandas) to SQL Server, extracted data with SQL, and visualized key insights in Excel.

adidas-sales-analysis adidas-sales-dashboard dashboard data-analysis data-cleaning data-pipeline data-visualization etl excel-dashboard microsoft-excel microsoft-sql-server python

Last synced: 10 Feb 2026

https://github.com/yatharthkumarsaxena/cdac-noida-internship-network-traffic-analysis

Real-time network packet capture and analysis using Moloch (Arkime), Wireshark, and Elastic Stack to detect anomalies, visualize patterns, and enhance cybersecurity.

arkime dashboard data-visualization elasticsearch kibana logstash network-traffic-analysis pcap-files security-information-and-event-management threat-identification ubutnu wireshark

Last synced: 07 Sep 2025

https://github.com/treyhamilton/ds-project-1

A compilation of various programming concepts written in Python/R covering the topics listed below

covid19-data data-science data-visualization exploratory-data-analysis

Last synced: 06 Jul 2025

https://github.com/kenrick95/poor-economics-data

Visualization for data published in the archived pooreconomics.com

data-visualization economics

Last synced: 12 Nov 2025

https://github.com/terilios/automated_data_scientist

Automated Data Scientist: An intelligent, adaptive data analysis tool that leverages AI-driven automation to dynamically plan, execute, and refine data science workflows. Automatically handles data preparation, analysis planning, code generation, and result interpretation using advanced language models.

adaptive-analytics ai-driven-analytics ai-powered-data-tools api-integration automated-data-science automation data-insights data-preparation data-science-workflow data-visualization dynamic-analysis-planning exploratory-data-analysis intelligent-data-processing language-models machine-learning ml-ops openai-gpt python scalable-data-analysis

Last synced: 23 Jun 2025

https://github.com/halsun2048/modeling-skills-git

数学建模 skills 知识库：题目分析、模型选型、因果推断、科研可视化、论文写作与质量审查

causal-inference data-visualization ggplot2 mathematical-modeling research-writing skills statistics

Last synced: 24 May 2026

https://github.com/ljadhav25/swiggy-restaurant-analysis

This repository contains data and analysis related to restaurants listed on Swiggy, one of India's largest online food ordering and delivery platforms. The objective is to explore restaurant trends, customer reviews, pricing strategies, and delivery metrics to gain insights into the food delivery industry.

data-analysis data-visualization matplotlib-pyplot numpy-library pandas-library python seaborn-plots

Last synced: 03 May 2026

https://github.com/shivamkumar818/mbti-personality-prediction-from-text-data

MBTI Personality Prediction from Text Data This project leverages machine learning to predict Myers-Briggs Type Indicator (MBTI) personality types based on textual data, specifically from social media posts.

confusion-matrix correlation-matrix data-visualization dataset knn-classification linear-regression logistic-regression modeltraining navebayes numpy pandas python

Last synced: 13 Apr 2026

https://github.com/emilyjspencer/data-visualizations

📊 Creating data visualisations with Chart.js

chartjs data-visualization

Last synced: 27 Aug 2025

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

This repository contains my data science projects, where I utilized tools and libraries such as Spark, Python, Pandas, NumPy, SQLite, Matplotlib, Seaborn, and performed Exploratory Data Analysis .

data-engineering data-preprocessing data-science data-visualization exploratory-data-analysis matplotlib pandas python python-lambda seaborn spark

Last synced: 09 Mar 2026

https://github.com/devesh8423/machine_learning

Machine Learning practice projects, Jupyter notebooks, and datasets for learning regression, classification, and data analysis.

classification data-analysis data-science data-visualization jupyter-notebook machine-learning matplotlib ml-project numpy-library pandas python regression sckit-learn seaborn

Last synced: 03 May 2026

https://github.com/sanjurajveer/songs_dashboard

This is a movie recommendation project on the basis of content.

data-visualization file-handling matplotlib pandas tkinter-gui

Last synced: 18 May 2026

https://github.com/silent0wings/steganopixelcrypt

SteganoPixelCrypt is a C++ tool that encodes text into images by mapping characters to pixel colors. It provides a simple form of visual encryption, turning data into colored patterns that can be decoded back to text. Lightweight, fast, and ideal for basic steganography.

cli-tool cplusplus data-visualization encryption image-processing pixel-art steganography text-to-image utf-32 visualization-tool

Last synced: 26 Aug 2025

https://github.com/tansexe/ad-lab

Basics of Data Analysis & ML

data-visualization eda ml

Last synced: 25 Aug 2025

https://github.com/donmaruko/flask-data-analysis

Flask API for statistical calculations. Data analysis, cleansing, visualization, and manipulation. Documented by Swagger.

api api-rest data-analysis data-science data-visualization datascience flasgger matplotlib pandas seaborn sqlite wordcloud

Last synced: 03 May 2026

https://github.com/as16082023/heart-health-dashboard

A Tableau project analyzing heart disease risks by age, gender, and key health metrics to identify critical trends and insights

data-visualization tableau

Last synced: 21 Jan 2026

https://github.com/nittygritty-zzy/quantlab

🚀 Professional quantitative trading research platform with ML-powered backtesting, multi-source options analysis, portfolio management, and interactive Plotly visualizations. Built on qlib with CLI interface.

algorithmic-trading backtesting cli data-visualization financial-analysis machine-learning options-trading plotly portfolio-management python qlib quantitative-finance

Last synced: 14 Jan 2026

https://github.com/fnfkkengine/website-performance-data-analysis-project

🌐 Analyze website performance data to gain insights on user engagement, traffic trends, and optimize your digital presence effectively.

analysis analytics dashboard data-analyst data-collection data-preprocessing data-visualization dax funnel-analysis jupyter-notebook matplotlib mysql numpy paid-search power-query project-management python storytelling

Last synced: 04 May 2026

https://github.com/ivandobrovolsky/crimeaisukraine

How do maps, data libraries, streaming platforms, travel services, and internet infrastructure classify Crimea? We audited 200 digital platforms across 12 categories.

bigdata data-science data-visualization database machine-learning python

Last synced: 13 May 2026

https://github.com/ak-abhilash/insightcat

📊 One-click open-source EDA tool for CSV, Excel, JSON

csv- data-analysis- data-visualization eda- fastapi- open-source- pandas- react-

Last synced: 14 Jun 2025

https://github.com/k8hertweck/tidytuesdaydataviz

data viz for TidyTuesday lunch meetup at the Hutch

data-visualization tidytuesday

Last synced: 30 May 2026

https://github.com/anuragagarwal96/hospital-mortality-rate-sql-analysis

In this project, I have taken a hospital dataset from Kaggle, analysed it and predicted the mortality rate of patients who have been admitted in hospitals. I have utilised a combination of SQL, Tableau and Microsoft Excel for this project.

data data-visualization dataanalysis dataanalysisusingsql excel msexcel mssqlserver sql tableau tableau-public

Last synced: 09 Mar 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 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 606 Uncategorized 540 Software packages 402 Literature and Media 386 Python 374 UI Components 280 Tools 275 Table of Contents 226 Learning Resources 211 Machine Learning 205 Data and models 202 Books 202 Training Resources 202 Plot layers 196 文本数据和NLP 190 Software list 189 Data Visualization 162 Deep Learning Framework 150 Socialize 141 Other Awesome Lists 136