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/tuliocll/analise-de-dados-js

Aplicação para analise de dados com JS

data-analytics data-visualization javascript typescript

Last synced: 20 May 2026

https://github.com/evoluteur/madeleinology

Playing with data science by taking a look at the proportions of flour, sugar, butter, and eggs in 147 Madeleine recipes (the traditional French sponge cake).

baking cake cooking cooking-recipes data data-science data-visualization dessert exploratory-analysis exploratory-data-analysis exploratory-data-visualizations food histogram longtail madeleine recipe visualization

Last synced: 23 Jun 2025

https://github.com/ryancodingg/chatgpt-and-claude-usage-viz

This project visualizes ChatGPT and Claude usage patterns by analyzing conversation data and generating heatmaps for daily activity. The analysis is based on scripts inspired by Chip Huyen's work, and aims to uncover trends in AI conversation frequencies over time.

chatgpt claude-ai data-visualization python

Last synced: 16 May 2026

https://github.com/ibensusan/wine-properties-assessment

Wine Properties Assessment using Microsoft Excel

data-analysis data-visualization excel

Last synced: 20 Mar 2026

https://github.com/gappeah/cookie-company-visual-dashboard

This Excel-based interactive dashboard provides a comprehensive overview of the Cookie Company's sales performance and key metrics.

dashboard data data-visualization excel microsoft-excel

Last synced: 25 Feb 2025

https://github.com/abhaysingh71/india-censes-data-analysis

This repo is a india censes data analysis in many domains

data data-science data-visualization dataanalysis streamlit

Last synced: 15 May 2026

https://github.com/adarwa/electricityanalyser

A web-based dashboard for analyzing electricity usage from IEC data.

data-visualization docker iec web

Last synced: 06 Feb 2026

https://github.com/gappeah/beverage-sales-analytics

This project provides an in-depth analysis of beverage sales and delivery across different states using Power BI.

data data-visualization powerbi powerbi-report powerbi-visuals

Last synced: 25 Feb 2025

https://github.com/minaravi/first-practice-data-cleaning-visualization

Basic Practise of Data-cleaning & Data-visualization

data-analytics data-cleaning data-visualization git

Last synced: 16 May 2026

https://github.com/marc-kruiss/world-natural-disaster-notebook

Jupyter Notebook for representing the data of world-natural-disaster events

data-science data-visualization jupyter jupyter-notebook natural-disasters notebook python

Last synced: 15 May 2026

https://github.com/aravindnathan02/sql-bi-projects

Data Analysis and Visualization projects involving SQL and BI tools (Power BI, Tableau, MS Excel).

data-analytics data-visualization ms-excel mysql-database postgresql powerbi sql sqlserver tableau

Last synced: 18 Apr 2026

https://github.com/kumaranand05/suicide-rate-analysis

Analysis of Mortality data of WHO and visualization using Power BI

analytics data-analysis data-visualization mortality-rates powerbi python suicide-dataset suicide-rate

Last synced: 04 May 2026

https://github.com/glytching/spinningheart

Force directed graph using data from Donal Ryan's novel "The Spinning Heart"

d3 data-visualization javascript

Last synced: 16 May 2026

https://github.com/luizassimoes/bachelor-thesis

Bachelor Thesis developed for the completion of the graduation in Electrical Engineering.

5g-networks data-analysis data-visualization python

Last synced: 30 Apr 2026

https://github.com/marcelo-schreiber/wegool

Veja dados sobre suas redações do Curso Positivo.

data-visualization nextjs react vercel-deployment

Last synced: 20 Apr 2026

https://github.com/adolbyb/data-science-python

An Introduction to Data Science and Data Visualization with the FAU Data Science and Machine Learning Club

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

Last synced: 13 Apr 2026

https://github.com/krushna-b/sentinel

Full Stack application for real-time satellite visualization

data-visualization docker fastapi nextjs postgresql python restful-api

Last synced: 16 Jan 2026

https://github.com/alfredosumosav/gem-cities

An interactive Data Visualization map showing popular destinations in the United States.

api-rest d3js data-visualization firebase javascript

Last synced: 18 May 2026

https://github.com/mmaithani/singapore-residents-data-eda

The data contains Population by ethnicity, age and gender for the country of Singapore from the year 1957 to 2018

data data-visualization ethnicity kaggle-dataset python singapore singapore-residents-data

Last synced: 16 Apr 2026

https://github.com/landoskape/syd

A package to help you share your data by making GUIs the easiest thing in the world!

data-science data-visualization flask gui interactive-visualizations matplotlib python

Last synced: 13 Apr 2025

https://github.com/fatihilhan42/web_scraping_football_statistics_per_game_data-main

In this notebook I will describe the process of scraping data from web portal understat.com that has a lot of statistical information about all games in top 5 European football leagues.

data-analysis data-manipulation data-science data-scraping data-visualization jupyter-notebook python

Last synced: 19 May 2026

https://github.com/tejashah88/visualflow-unity

Visualizing Vitech insurance data with Unity and the Leap Motion (for HTN 2017).

data-visualization leap-motion unity unity3d virtual-reality vitech vr

Last synced: 19 May 2026

https://github.com/noeyislearning/sharpe-ratio-amazon-facebook

Explore the Sharpe Ratio and its application to evaluate the performance of two tech giants: Amazon and Facebook.

amazon data-analysis data-science data-visualization facebook python3 sharpe-ratio

Last synced: 27 Mar 2025

https://github.com/nick-peter-marcus/job-market-dashboard

Build a dashboard exploring data from the Data Science job market in Germany

chatgpt dashboard data-cleaning data-visualization levenshtein-distance regex streamlit streamlit-webapp

Last synced: 16 May 2026

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

My way to learn D3.js v4 📈

chart d3 d3js data-visualization

Last synced: 27 Jun 2025

https://github.com/cosmoduende/r-uber-trips-analyisis

Explore your activity on Uber with R: How to analyze and visualize your personal data history. Find out how you consume the Uber App using a copy of your data.

analisis-de-data data-analysis data-analytics data-science data-visualisation data-visualization data-viz eda flexdashboard ggmap ggplot2 mobility-as-a-service qmplot r-language r-programming ridesharing uber uber-data visualizacion-de-datos

Last synced: 14 Jul 2025

https://github.com/testica/wikimetrics-2

Wikimetrics 2.0 - Trabajo Especial de Grado

css data-visualization html python typescript

Last synced: 02 Feb 2026

https://github.com/anurag-kumar-molankala/data-professional-survey

This Power BI dashboard analyzes survey responses from data professionals, covering key aspects such as salary distribution, job satisfaction, and preferred programming languages. The insights help understand trends in the data industry and what matters most to professionals.

dashboard data-analysis data-visualization dax-measures dax-query demographics etl-process excel-import power-bi salary-analysis sql-server survey-analysis trend-analysis

Last synced: 02 Feb 2026

https://github.com/utkarshverma439/simple-sms-spam-detector

Built a Python text classification model for spam detection in SMS. Explored data, preprocessed text, utilized TF-IDF, trained a classifier, and addressed visualization challenges, yielding practical insights.

data data-science data-visualization spam-detection

Last synced: 20 Jun 2025

https://github.com/priyanshubiswas-tech/customer-churn-analysis-eda-

This project analyzes customer churn in a telecom company using Python, Pandas, SQL, and data visualization. It identifies key factors like contract type, payment method, and tenure to provide insights for improving retention. The skills gained are applicable in customer retention, user behavior analysis, fraud detection, and HR analytics.

data-analysis data-visualization dataset explo exploratory-data-analysis matplotlib matplotlib-pyplot numpy pandas-dataframe python seaborn seaborn-python

Last synced: 08 May 2026

https://github.com/yaser-123/iitg-summer-analytics-2025

Master repository for IIT Guwahati's Summer Analytics 2025 - Python data projects (Pandas/Seaborn/Scikit-learn) with documented solutions. Contains assignments, ML implementations, and visualizations from IITG's data science program

data-science data-visualization eda iit-guwahati jupyter-notebook matplotlib pandas python seaborn summer-analytics

Last synced: 08 May 2026

https://github.com/rvalla/covid-19

Some code to analyze international data from COVID-19 Data Repository by Johns Hopkins CSSE and Argentina outbreak status.

argentina argentina-data covid-19 data-visualization johns-hopkins-csse plotting python3

Last synced: 24 Jun 2025

https://github.com/thinkong/notetaiker

notetAIker is a local-first, AI-powered Markdown note-taking system that uses background agents to automatically tag, link, and organize atomic notes. It features semantic search, a 2D graph visualization for exploring connections, and supports both cloud and local AI models.

ai data-visualization knowledge-graph knowledge-management local-first notetaking self-hosted

Last synced: 18 Feb 2026

https://github.com/draym/swmanager

Web-app to help you in your daily life raids in SpacesWars thanks to game statistics and data management

dashboard-application data-analysis data-visualization game-data game-utility

Last synced: 19 Jun 2025

https://github.com/georginapuig/graps-from-csv

📊 Data visualization with c3.js and Papaparse from CSV files.

c3 c3js chart d3 d3js data data-visualization graphs javascript javascript-library visualization

Last synced: 19 May 2026

https://github.com/devnadeemashraf/react-dashboard-app

This project is a real-time React dashboard application designed to handle and display over 10,000+ data points efficiently. Built as a frontend challenge, it focuses on performance optimization, data visualization, and seamless user experience.

babel dashboard data-visualization javascript miragejs react webpack

Last synced: 20 Apr 2026

https://github.com/rayyan9477/coin-detection-project

This Coin Detection Project leverages machine learning techniques to identify coins using a dataset from Kaggle. Key libraries utilized include OpenCV for image processing, TensorFlow for model training, and Pandas for data manipulation. The project also employs NumPy for numerical operations and Matplotlib for visualization.

computer-vision data-analysis data-science data-visualization machine-learning notebook python

Last synced: 15 May 2026

https://github.com/manojpawar94/machine-learning-algorithm-impl-java

My own implementation of Machine Learning algorithms in Java 8, with JChartFree for data visualisation.

data-visualization java8 jfreechart-library machine-learning-algorithms supervised-learning

Last synced: 24 May 2026

https://github.com/cabbage89/datart-docker

datart docker compose 一键启动

data-visualization datart docker-compose java visualization

Last synced: 16 May 2026

https://github.com/ralstonraphael/ralston_ethan_datastory

Mapping Change: Advancing Housing Equity and Stability in Connecticut's Communities

census-data data-analysis data-visualization datawrapper google-sheets housing html json

Last synced: 09 Feb 2026

https://github.com/ipanalytics/vpn-infrastructure-atlas

Interactive VPN infrastructure atlas: aggregate provider footprint by reported endpoint country, ASN, and hosting network. No raw configs or per-IP feed.

asn-analysis cybersecurity data-visualization fraud-detection github-pages ip-reputation network-intelligence proxy-detection threat-intelligence vpn-intelligence

Last synced: 25 May 2026

https://github.com/ipanalytics/tor-radar

The project collects public Tor relay data once per hour, stores compact snapshots in the repository, and renders an interactive dashboard without a database or backend.

asn data-visualization network-intelligence onionoo osint threat-intelligence tor tor-exit-nodes tor-relays

Last synced: 25 May 2026

https://github.com/virajbhutada/global-universities-success-analysis-powerbi-sql-excel

This capstone project conducts in-depth analysis using Power BI, SQL, and Excel to explore complex dynamics shaping global university success. Integrating data from diverse ranking systems and criteria, our aim is to unravel the factors influencing universities worldwide.

capstone capstoneproject data-analysis data-analytics data-insights data-science data-science-projects data-visualization excel exploratory-data-analysis mece mysql powerbi powerpoint sql

Last synced: 20 Jun 2025

https://github.com/s-araromi/smart-device-data-analysis-bellabeat_casestudy

This repository contains a comprehensive analysis of smart device data for Bellabeat, focusing on user activity, sleep, calorie burn, and weight management. Insights from Fitbit data are used to inform Bellabeat's marketing strategy and product recommendations.

bellabeat data-analysis-in-r data-visualization fitbit-smart-devices fitness-tracking r-programming sleep-analysis smart-devices

Last synced: 25 May 2026

https://github.com/yashika-malhotra/micromobility-service-provider---hypothesis-testing

Examined factors influencing demand for micro-mobility shared electric cycles Performed exploratory analysis and hypothesis testing, revealing the distinct influence of weather-season association on hourly counts

colab-notebook data-visualization eda exploratory-data-analysis hypothesis-testing jupyter-notebook matplotlib matplotlib-pyplot numpy pandas python scipy-library scipy-stats seaborn skit-learn

Last synced: 12 Apr 2026

https://github.com/aryansharma5/data-visualization-and-thorough-analysis

comprehensive guide for data analysis and visualization

data-analysis data-visualization

Last synced: 18 Mar 2025

https://github.com/evoluteur/madeleine-radars

Using D3 radar charts to compare the proportions of flour, sugar, butter, and eggs in 147 madeleine cakes recipes.

charts comparison d3 d3-visualization d3js data-visualization food madeleine radar radar-chart recipes spider-chart visualization

Last synced: 17 Apr 2026

https://github.com/elsa-lab/plotting-wand

Plot experimental results

data-visualization plotly

Last synced: 18 Jun 2026

https://github.com/amirnaghibi/companion

find the safest way back home with a trusted companion

data-visualization django-framework pathfinding python3 webapp

Last synced: 10 Apr 2026

https://github.com/njanakiev/iotserver

Data analysis and data visualization of mobile sensor data

d3js data-visualization mongodb nodejs sensor sensor-data udp-server

Last synced: 10 Apr 2025

https://github.com/nowke/cricviz

Cricket data analysis/visualizations

cricket-data data-visualization reactjs

Last synced: 15 Apr 2026

https://github.com/walkerdustin/vergleich-von-messmethoden-fuer-punktwolken

Bei der Vermessung eines physischen Raumes ist das Ergebnis eine Punktwolke. Diese Punktwolke beschreibt dann ausgewählte Punkte im Raum, zum Beispiel auf den Wänden und der Decke. Wenn diese Punkte in zwei seperaten Messungen gemessen werden, vielleicht sogar von unterschiedlichen Geräten, soll hinterher herausgefunden werden wie genau diese Punktwolken übereinstimmen. Dafür gibt es zwei grundsätzlich verschiedene Methoden. Diese sollen hier verglichen werden.

3d-models accuracy-metrics data-analysis data-visualization kaggle measure-distance numpy point-cloud pointcloudprocessing punkte python science-research simulation statistics

Last synced: 11 Apr 2026

https://github.com/mmenock/mmenock.github.io

Data/Bussiness Analysis | Machine learning portfolio

data-science data-visualization deep-learning machine-learning powerbi

Last synced: 18 Jun 2026

https://github.com/prime-infinity/type-one

Software to visualize and analyze GitHub repos based on certain statistics such as stars, forks and issues

data-analysis data-visualization

Last synced: 03 Feb 2026

https://github.com/thunchanokbow/audiblebook-revenue

Manage big data on cloud computing to find a list of best-selling audible books, generate reports and dashboards, and provide products and sales promotions that meet the needs of consumers in Thailand

apache-airflow bigquery cloudcomposer data-visualization datalake datawarehouse googlecloudstorage lookerstudio pandas python3

Last synced: 11 Apr 2026

https://github.com/willie-conway/global-superstore-data-modeling-analysis

A comprehensive data modeling and analysis project for the 🌍Global Super Store, focusing on database design 🗃️, sales data analysis 📊, and interactive visualizations 📍 using MySQL 🖥️ and Tableau 📈.

business-analytics business-intelligence data-exploration data-modeling data-preprocessing data-restructuring data-visualization database-design er-diagram geographic-analysis interactive-dashboard mysql profit-analysis sales-analysis sales-performance sales-trends sql star-schema tableau time-series-analysis

Last synced: 21 Jul 2025

https://github.com/willie-conway/little-lemon-database-capstone-project

This repository contains the capstone project for the Meta Database Engineer Professional Certificate 🎓, showcasing a comprehensive database design 🗃️, SQL implementation 💻, and data analytics 📊 for the fictional restaurant "Little Lemon" 🍋.

analytics-python big-data business-intelligence customer-analytics data-analytics data-integration data-management data-mining data-modeling data-retrieval data-visualization database-engineering mysql performance-analysis python relational-databases restaurant-management sql-data-analysis stored-procedures tableau

Last synced: 13 Apr 2026

https://github.com/ryanfranklin237/data-visualization-python

A tool that allows you to visualize data from a csv or excel file in a graph or charts form

data-analysis data-science data-visualization matplotlib pandas-dataframe python

Last synced: 11 Jun 2026

https://github.com/odeyiany2/flit-apprenticeship-data-science-projects

This repo contains all my projects for my FLiT Apprenticeship

data-analysis data-science data-visualization machine-learning sql

Last synced: 17 May 2026

https://github.com/ondrejhruby/countries-of-the-world

Explore global data with this repository, featuring insights, visualizations, and Python code examples on countries worldwide—perfect for enhancing your data analysis and visualization skills.

data-analysis data-science data-visualization geography jupyter-notebook machine-learning matplotlib pandas python statistics

Last synced: 16 Apr 2026

https://github.com/ryannapp12/quant_trading_engine

A modular, and scalable quantitative trading engine built in Python. This project demonstrates efficient data caching with SQLite, concurrent backtesting, and advanced risk analytics, showcasing best practices in clean code architecture and performance optimization.

algorithmic-trading backtesting dash data-analysis data-visualization fintech lstm machine-learning numpy pandas plotly python quantitative-finance real-time risk-management sqlite technical-analysis tensorflow time-series-analysis trading-strategies

Last synced: 11 Apr 2026

https://github.com/avidlearnerinprogress/text_analytics_101

Coursework solutions for the course COMP47600 - Text Analytics

data-science data-visualization natural-language-processing nlp python3 r text-analytics

Last synced: 05 May 2026

https://github.com/rupeshrb/project_data_visualization_django

Data visualization is important concept which apply in this project with help of d3.js, pandas,python etc library

bootstrap d3js data-visualization django html-css-javascript pandas python sqlite

Last synced: 11 Apr 2026

https://github.com/linkhant19/full-stack-application-design-and-development

My work for the Full-Stack Application Design and Development class (Fall 2024). Languages and Frameworks include: HTML, CSS, JavaScript, Python, Django

css data-visualization database django full-stack-web-development fullstack-development html javascript

Last synced: 11 Apr 2026

https://github.com/phac-nml/nf-sequenoscope

Streamlined Nextflow wrapper for the Sequenoscope toolkit. Simplifies complex metagenomic workflows with automated batch processing, allowing efficient comparative analysis from raw reads to visualization.

adaptive-sampling batch-processing data-visualization dsl2 metagenomics nextflow sequenoscope

Last synced: 16 Jan 2026

https://github.com/sunnybibyan/call_centre_power_bi_dashboard

Create a dashboard in Power BI to visualize relevant KPIs and metrics that will help the call center manager understand trends.

call-centre-analysis dashboard data-analysis data-visualization powerbi

Last synced: 19 Mar 2026

https://github.com/luabagg/worldwide-trends

Worldwide Google Trends visualization and classification

data-analysis data-visualization google-trends trends

Last synced: 03 Feb 2026

https://github.com/pramodkondur/redbusdatascrapinganddynamicfiltering

This project leverages Selenium for web scraping from the RedBus Website, Python for data manipulation, SQL for data storage, and Streamlit for creating an interactive application to visualize and filter the data.

data-visualization python selenium sql streamlit web-scraping

Last synced: 11 Apr 2026

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

Data visualization about smoking impact on insurance annual charges

data-visualization insurance-pricing plotly-python

Last synced: 30 Apr 2026

https://github.com/zeinhasan/eksploration-and-data-visualization-course-material

Exploratory Data Analysis (EDA) Laboratory Assistant Teaching Materials

data-analysis data-visualization statistics

Last synced: 24 Jun 2026

https://github.com/cwendorf/polyplot

Visualizing Distributional Statistics [R Package]

data-visualization distribution-shape polyplot r r-package statistics

Last synced: 15 Mar 2025

https://github.com/mitevpi/vue-d3-bar-chart

Reusable, reactive, animated bar chart using D3 + Vue.js. Written in idiomatic Vue, rather than D3 syntax.

d3 data data-visualization frontend interactive svg vue web

Last synced: 18 May 2026

https://github.com/zane/plot

A tiny Clojure library for plotting things at the REPL.

clojure data-science data-visualization repl statistics

Last synced: 01 Sep 2025

https://github.com/mastercruelty/gokart-data-hub

It manages data about gokart races and plot graphs about your times!

data-analysis-python data-science data-visualization gokart matplotlib pandas race

Last synced: 15 Apr 2025

https://github.com/sankalp130/call-center_data-analysis

This repository contains Tableau dashboard, visualization, and data analysis projects I have created.

data-cleaning data-schema data-visualization tableau

Last synced: 05 Jan 2026

https://github.com/eduardotlc/materials_chempy

Python modules targetting the Materials Chemistry area, with different submodules, focused on data analysis and visualization.

chemistry data-mining data-visualization mass-spectrometry materials-science spectrophotometry spectroscopy

Last synced: 16 Jan 2026

https://github.com/avijit-jana/redbus-data_scraping_and_filtering_with_streamlit_app

A Streamlit-based application leveraging Selenium to automate data scraping from Redbus, enabling efficient collection, analysis, and visualization of bus travel data for improved operational efficiency and strategic planning in the transportation industry.

automation dashboard data-analysis data-visualization datadrivendecisions python3 redbus selenium-python streamlit-application webscrapping

Last synced: 15 Mar 2025

https://github.com/delucis/darmstadt-2016

:bar_chart: Gender representation data for the 2016 edition of the Darmstadt Summer Courses

d3 data-visualization gender-equality music

Last synced: 02 Sep 2025

https://github.com/fimbres/astro-3-experimental

A basic project to test out the new features of Astro 3.0, specially View Transitions API, using React.js, TailwindCSS, TypeScript, Zod, and many more technologies!

astro data-visualization react single-page-applications tailwindcss typescript view-transitions-api zod

Last synced: 11 Apr 2026

https://github.com/abdelnaem2002/import-company_vis

Used Power bi to create visual representations of data, uncovering patterns for analysis and enhancing data clarity and readability

data-visualization datamodeling dax powerbi powerquery

Last synced: 05 Jan 2026

https://github.com/pradipece/insurance_data_analysis_ml

This project approach defines the terms machine learning and linear regression ML algorithm in the context of real-time problem-solving.

data-science data-visualization database machine-learning matplotlib numpy pandas python python3

Last synced: 11 Apr 2026

https://github.com/pradipece/two_dimensional_data_visualization

This repository for different kinds of Data science and Machine learning project

data-science data-visualization jupyter-notebook machine-learning matplotlib numpy pandas python seaborn sklearn statistics

Last synced: 11 Apr 2026

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 280 Tools 266 Table of Contents 231 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