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/yuvraj0412s/proactive-fraud-detection-using-machine-learning

An end-to-end machine learning project for detecting financial fraud using LightGBM, featuring in-depth EDA, advanced feature engineering, and a focus on actionable business insights.

class-imbalance classification-model data-analysis data-science data-visualization exploratory-data-analysis feature-engineering fintech fraud-detection jupyter-notebook lightgbm machine-learning pandas python scikit-learn smote

Last synced: 02 May 2026

https://github.com/marcramonmoreno/historian_app

Historian Data Tool - A secure internal web application for processing and visualizing historical data, built with React frontend and Flask backend. Features include data processing with configurable time ranges, tag configuration management, and CSV export capabilities. Access requires Tailscale VPN connection and proper permissions.

csv-export data-processing data-visualization docker docker-compose flask historian python react web-application

Last synced: 10 Apr 2026

https://github.com/mohamed3nan/udacity

Udacity Data Analysis Nanodegree Program

data-analysis data-visualization numpy pandas python

Last synced: 10 Apr 2026

https://github.com/leegeunhyeok/visual-electron

📈 Electron + Vue.js based data visualization tool

data-visualization electron vue

Last synced: 24 Aug 2025

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

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

charting-library dashboards data-visualization echarts mui perses prometheus

Last synced: 27 Aug 2025

https://github.com/paul019/pappe

A CLI to draw your data on top of millimeter paper

automation data-visualization diagram diagram-generator python

Last synced: 05 Mar 2025

https://github.com/karlyndiary/amazon-sentiment-analysis-eda

Amazon Customer Reviews Sentiment Analysis utilizing Python for Data Extraction and Pre-Processing, with real-time data from the Amazon API and Tableau for dashboard visualizations.

amazon-api api-data-extraction dashboard data-cleaning data-pipeline data-visualization etl roberta-sentiment-analysis sentiment-analysis tableau-dashboards vader-sentiment-analysis

Last synced: 22 Mar 2025

https://github.com/gappeah/global-shipping-analytics-dashboard

This Tableau project provides a comprehensive visual analysis of global sales, shipping costs, and quality metrics across different regions and countries.

data data-analysis data-analyst data-visualization metrics tableau

Last synced: 25 Feb 2025

https://github.com/sayamalt/black-friday-sales-prediction

Successfully established a machine learning regression model which can estimate the gross Black Friday sales for a particular customer, based on a distinct set of related and meaningful features, to a fair level of accuracy.

artificial-neural-networks data-visualization deep-learning exploratory-data-analysis feature-engineering machine-learning model-deployment model-training-and-evaluation regression-analysis regression-modelling regression-testing supervised-learning

Last synced: 09 Nov 2025

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/nowke/cricviz

Cricket data analysis/visualizations

cricket-data data-visualization reactjs

Last synced: 15 Apr 2026

https://github.com/lcvriend/laserbeans

Toolbox for data exploration

altair data-exploration data-visualization

Last synced: 15 Mar 2025

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/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/samjtro/tri-map

EPA-TRI Data Visualization & Analysis

data-visualization emissions environment python

Last synced: 01 Sep 2025

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/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/vikhram-s/electoral-bond-data-analysis-using-python

Electoral Bond Data Analysis Using Python : This repository contains a comprehensive analysis of electoral bonds in India using Python. The project aims to understand the distribution, trends, and impact of electoral bonds on political funding. It includes data cleaning, exploratory data analysis, visualization, and reporting.

data-visualization dataanalysisusingpython electoralbonds exploratory-data-analysis

Last synced: 15 May 2025

https://github.com/ahmednasef3/udemy-courses-full-eda

Exploratory Data Analysis on the factors that can affect the promotions and earnings in Udemy Courses and the perfect way to make a good saled course in Udemy.

data-analysis data-science data-visualization eda exploratory-data-analysis matplotlib pandas seaborn udemy-course-project

Last synced: 01 May 2026

https://github.com/uudigitalhumanitieslab/digital-atlas

Interface to visualise connections between postcolonial intellectuals

data-visualization postcolonialism

Last synced: 23 Mar 2025

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/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/ondrejhruby/airbnb-analysis-machine-learning

A comprehensive end-to-end machine learning project analyzing Airbnb listings data. This project includes exploratory data analysis, model training, optimization, and model interpretability, using a randomly generated dataset for demonstration purposes.

airbnb-data data-science data-visualization exploratory-data-analysis hyperparameter-tuning machine-learning model-interpretability python regression-analysis

Last synced: 20 Jul 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/aymane-maghouti/sentiment-analysis-for-jumia-reviews-and-smartphone-price-prediction-system

The project focuses on customer sentiment analysis for Jumia, aiding informed online decisions. It collects and analyzes product comments to determine sentiments and implements a decision-making algorithm. Additionally, it includes product price prediction system using regression techniques.

beutifulsoup data-analysis data-cleaning data-collection data-preprocessing data-scraping data-visualization eda falsk machine-learning python web-application

Last synced: 18 Apr 2026

https://github.com/autumnchris/education-choropleth-map

A D3.js choropleth map of the US built in React.js that presents each county's percentage of adults who are college graduates.

axios babel choropleth choropleth-map choropleth-map-challenge css3 d3 d3-js d3js data-visualization education-choropleth-map freecodecamp javascript react reactjs sass scss webpack

Last synced: 11 Apr 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/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

https://github.com/michael-insights/portfolio

This repository showcases my projects and skills in Data Analytics, Data Science, and Machine Learning. It includes hands-on work in data analysis, predictive modeling, and machine learning algorithms, aimed at solving real-world problems.

data-analytics data-science data-visualization datapreprocessing jupyter-notebooks machine-learning matplotlib numpy pandas predictive-modeling python scikit-learn sql

Last synced: 11 Apr 2026

https://github.com/aaryan-agr/crime-and-housing-analysis

This project analyzes crime data and its impact on the Housing Price Index (HPI) across various U.S. cities. Using regression modeling and exploratory data analysis (EDA), the goal was to identify key socio-economic factors influencing crime rates and HPI trends over multiple years.

data-preprocessing data-visualization eda r regression-analysis statistical-learning statistics

Last synced: 02 Nov 2025

https://github.com/mathpfreitas/top-hits-spotify-2000-to-2019-

# 🎧 Top Hits Spotify (2000 - 2019)Explore music trends from 2000 to 2019 with this dataset of songs, artists, and genres. Use the insights to understand what makes a hit in today's music landscape. 🐙💻

analysis analytics chart data-analysis data-visualization exploratory-data-analysis hits interactivedashboards jupyter-notebook matplotlib music musical numpy pandas plotly python timeseries track-hits

Last synced: 01 Jul 2025

https://github.com/fatihilhan42/stock-market-analysis-with-pandas-python

Hello, today I will tell you the details of the stock market analysis project with python.

data-science data-visualization stock-market

Last synced: 23 Mar 2025

https://github.com/sandravizz/visual-data-science-r

Visual explorative analysis in R from scratch mainly using ggplot

data-science data-visualization ggplot r

Last synced: 16 May 2025

https://github.com/virajbhutada/google-stock-price-forecasting-lstm

Analyzing and predicting Google's stock prices through detailed data exploration and advanced LSTM models. This project involves data preprocessing, creating time-series sequences, constructing and training LSTM networks, and evaluating their performance to forecast future stock prices utilizing Python and Machine Learning libraries.

data-analysis data-science data-visualization future-prediction google-dataset google-stock-price-prediction google-stocks lstm-model lstm-neural-network machine-learning machine-learning-models matplotlib model-building model-training numpy python stock-forecasting

Last synced: 27 Feb 2025

https://github.com/souravbhadra/maplapse

A python library to create animated timelapse of maps

animation data-visualization geospatial-visualization gif gis map mapping python spatial-data video

Last synced: 15 Mar 2025

https://github.com/avc-prog/data_science_and_analysis_with_python_and_sql

In this repository, I present a collection of projects focused on data analysis and science, featuring real-world datasets and one fictitious dataset for the sake of practice. The projects showcase various data analysis and data science techniques and serve as practical examples, using Excel, Tableau, Power BI, Python, and SQL.

data-analysis-python data-analytics data-science data-visualization databases

Last synced: 20 May 2026

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

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

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

Last synced: 25 Feb 2026

https://github.com/abdul-rafay19/youngdevinterns_machine-learning_tasks

This internship offers hands-on exposure to real-world Machine Learning applications — from data visualization and preprocessing to model development, evaluation, and deployment. It focuses on real ML workflows, problem-solving, neural networks, and hyperparameter tuning — all within a collaborative, remote, and growth-oriented environment.

ai artificial-intelligence artificial-intelligence-algorithms artificial-neural-networks data data-visualization internship machine-learning machine-learning-algorithms machinelearning ml model model-development neural-network preprocessing programming-language python task tasks youngdevintern

Last synced: 29 Apr 2026

https://github.com/flower-of-the-bridges/va-project

Project for the Visual Analytics course from the Engineering in Computer Science master degree at Sapienza

d3-js d3-visualization data-visualization data-viz visual-analytics

Last synced: 21 Feb 2026

https://github.com/tim-richter/spinne

Spins a web of component relationships for react projects

abstract-syntax-tree components data-visualization design-system jsx react stats tsx usage

Last synced: 10 Mar 2026

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: 31 Mar 2025

https://github.com/g0bel1n/gravlaw-model

Gravlaw-model is a data visualization project for the econophysic's concept of Gravity law used for modeling inter-cities traffic.

data-visualization econophysics gravity-model

Last synced: 15 Mar 2025

https://github.com/rajsoni03/data-visualization-with-python

Data Visualization using Matplotlib

data-visualization graph matplotlib

Last synced: 15 Mar 2025

https://github.com/katiesaund/market_size_app

An interactive dashboard to plot a company's estimated market size.

data-visualization finance r rshiny shiny shinyapp

Last synced: 24 Mar 2025

https://github.com/czoido/conan-graph3d

Generate a Conan dependency graph visualization in 3d

conan cpp data-visualization

Last synced: 20 Jan 2026

https://github.com/sreejabethu/sales-data-analysis-forecasting

Welcome to the Sales Data Analysis & Forecasting project! 🚀 This repository showcases my data analysis skills through exploratory data analysis (EDA), data cleaning, and visualization of sales and customer feedback data. The goal is to extract actionable insights to drive business decisions.

analysis barchart data-visualization datacleaning exploratory-data-analysis forecasting histogram matplotlib-pyplot numpy-library pandas-library pycharm-ide sales-analysis salesdata salesdataanalysis seaborn-plots transformation

Last synced: 19 May 2026

https://github.com/prem-ium/tax-merge

Consolidate multiple 1099 brokerage tax forms, visualize realized gains/losses, and track data for Fidelity, Chase, Vanguard, Schwab, and others!

1099 accounting chase data-science data-visualization data-wrangling desktop-application fidelity financial-analysis firstrade graphical-user-interface schwab tastytrade tax tax-forms taxes vanguard

Last synced: 02 Feb 2026

https://github.com/noturlee/titanic-datamodel

This project demonstrates the process of data preprocessing, model training, evaluation, and tuning in building a predictive model for a classic dataset. The Random Forest model, with its ability to handle complex relationships and interactions between features, proved to be the most effective in this case.

data-modeling data-science data-visualization python

Last synced: 08 Apr 2025

https://github.com/noturlee/imdb-dataanalysis

A data model that predicts the IMDb rating of a movie based on features like genre, director, and actors. Using regression techniques to tackle this problem.

data-analysis data-cleaning data-modeling data-science data-visualization

Last synced: 08 Apr 2025

https://github.com/GZ430/global-christianity-dataviz-jp

A web app built in R Shiny for users to explore global Christianity data from Joshua Project, World Watch List, and others.

christianity data-visualization r shiny

Last synced: 10 Mar 2025

https://github.com/fatihilhan42/eda-on-data-science-salary-with-python

You can access the files of this project, which analyzes people working in the field of data science according to countries and working wages.

analysis data-science data-scientists data-visualization jupyter-notebook pyhton salary

Last synced: 23 Mar 2025

https://github.com/gutyoh/netflix-dashboard

Dashboard created with Python 🐍 and the Dash 📊 framework to visualize Netflix’s content distribution and classification.

dash dashboard data-visualization plotly python

Last synced: 08 Apr 2025

https://github.com/leosimoes/uerj-tcc-analisador-dados-texto

Texto do trabalho de conclusão de curso (TCC) em engenharia de computação. Aplicativo Web para análise de dados.

data-analysis data-science data-visualization python streamlit

Last synced: 24 Mar 2025

https://github.com/dev-owdenmag/dataflow-manager

A dynamic and versatile web application for managing, collecting, and presenting data with an integrated printing feature.

data data-management data-management-platform data-visualization python

Last synced: 30 Mar 2025

https://github.com/priyanshubiswas-tech/aws-mwaa-elt-airflow-sql-dbt-superset-project

This project was created as part of an assessment for DigitalXC AI. It demonstrates a cloud-based ELT pipeline using AWS MWAA, Airflow, dbt, PostgreSQL, and Superset. The pipeline automates data ingestion from S3, transformation with dbt, and visualization through Superset, following modern data engineering practices on a scalable AWS architecture.

apache-airflow apache-superset aws-s3 dag data-analysis data-engineering-pipeline data-visualization dbt elt-pipeline python rds-postgres

Last synced: 03 Jul 2025

https://github.com/gher-uliege/bluecloud-plankton

Spatial interpolation of plankton data using a neural network

data data-analysis data-visualization neural-network oceanography

Last synced: 30 Mar 2025

https://github.com/p0u4a/leet-track

Web app for tracking and visualising LeetCode progress.

data-visualization leetcode leetcode-stats web-app

Last synced: 01 Apr 2025

https://github.com/nemeslaszlo/lending-club-analysis

Lending Club analysis, with a model that can predict whether or nor a borrower will pay back their loan.

binary-classification classification data-visualization keras matplotlib numpy pandas seaborn tensorflow

Last synced: 12 Apr 2026

https://github.com/natanast/immunovisual

A collection of charts made with the R programming language, focusing on immunogenetics analyses. Different charts types are being organized into multiple sections, each accompanied by its reproducible code. The gallery spotlights the utilization of prominent R packages such as tidyverse, data.table, and ggplot2.

data-visualization ggplot2 quarto r-programming

Last synced: 11 Mar 2026

https://github.com/hendersontrent/hotter

R package for webscraping, statistical analysis, and data visualisation of the Triple J Hottest 100 Countdown and related data.

data-visualisation data-visualization r triple-j webscraping

Last synced: 08 Apr 2025

https://github.com/rani-sikdar/python-data-structures

A repository for sharing Python implementations of common data structures and algorithms, including arrays, linked lists, stacks, queues, trees, graphs, and sorting/searching techniques. Perfect for learning, revisiting fundamentals, and collaborating on computer science concepts. Contributions welcome! 🚀

data-analysis data-structure data-visualization numpy-library pandas-dataframe python python-3

Last synced: 30 Mar 2025

https://github.com/neerajcodes888/whatsapp-chat-analyzer

A Python tool for effortless analysis of WhatsApp conversations. Gain insights with basic statistics, word cloud visualizations, and URL statistics. Powered by pandas, urlextract, wordcloud, seaborn, and Streamlit. 📊📱

analyzer chat data-analysis data-visualization pandas python3 seaborn urlextract whatsapp wordcloud

Last synced: 12 Apr 2026

https://github.com/aubainmbk/optimisation-ventes-supermarche

Notre objectif est de ressortir des informations grâce aux données de ventes d'un Supermarché.

data-visualization dataanalysis excel powerbi

Last synced: 04 Feb 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 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 586 Uncategorized 542 Software packages 402 Python 374 Literature and Media 348 UI Components 280 Tools 277 Table of Contents 228 Learning Resources 211 Machine Learning 205 Data and models 202 Books 202 Plot layers 196 文本数据和NLP 190 Software list 189 Training Resources 188 Data Visualization 162 Deep Learning Framework 150 Other Awesome Lists 136 数据可视化 133