Data

Tools

Indexes

Applications

Experiments

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/snehankekre/streamlit-vehicle-collisions-nyc

This application is a Streamlit dashboard to analyze motor vehicle collisions in NYC 🗽💥🚗

data-science data-visualization nyc-opendata python streamlit streamlit-dashboard

Last synced: 31 Jan 2026

https://github.com/dogan-the-analyst/developer_survey_analysis

Analysis of the 2024 Stack Overflow developer survey. Tools used include Python, Pandas, Matplotlib, and IBM Cognos.

data-analysis data-visualization ibm-cognos-analytics matplotlib pandas python

Last synced: 14 Apr 2025

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/gappeah/london-housing-price-dashboard

This Excel-based Housing Visual Dashboard provides a comprehensive view of average house prices across various boroughs in London from 1996 to 2013. The dashboard is designed to offer insights into housing market trends and price variations across different areas of London over time.

data data-analysis data-visualization excel visual

Last synced: 31 Jul 2025

https://github.com/divyanshu-rawat/d3-data-viz

A D3.js based data visualization project.

d3js-bars d3js-graph data-visualization reactjs

Last synced: 15 Apr 2026

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/dsnchz/solid-plotly

SolidJS wrapper for Plotly.js – reactive and performant charts powered by Plotly, built for Solid.

analysis analytics charting-library charts data-visualization solidjs visualization

Last synced: 02 Apr 2026

https://github.com/affec-ds/dashboard-ventas-vinilos

Dashboard interactivo de ventas para tienda de vinilos. Análisis visual, KPIs clave y filtros dinámicos para decisiones comerciales.

business-intelligence data-analysis data-visualization ipywidgets jupyter-notebook kpis matplotlib music-industry notebook-project python retail-analytics sales-analysis seaborn vinyl-records

Last synced: 24 Mar 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: 13 Aug 2025

https://github.com/vi/csvdimreduce

Command-line tool to run a dimensionality reduction algorithm on CSV files

cli command-line-tool csv csv-files data-science data-visualization dimension-reduction dimensionality-reduction

Last synced: 14 Apr 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/loginchik/moscow-hex

3D glyph visualization of Moscow center cadastre buildings data

3d-graphics data-visualization threejs

Last synced: 17 Apr 2026

https://github.com/sandk21/detection_faux_billets

Algorithme de détection de faux billets selon leurs dimensions géométriques et application web pour générer les prédictions

data-analysis data-science data-visualization machine-learning pandas python scipy sklearn streamlit

Last synced: 03 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/dan-alvares/climaterbot

Repositório do projeto do bot CLIMATER, que fornece visualização de dados agroclimáticos, suas médias e séries temporais para usuários do Telegram, democratizando o acesso desses dados para pequenos produtores.

data-visualization inmet telegram-bot time-series

Last synced: 04 Apr 2026

https://github.com/ax-va/interactive-data-visualization-with-d3-dale-2023

These examples on Interactive Data Visualization with D3.js in the web browser are compiled with some modifications from the book "Data Visualization with Python and JavaScript: Scrape, Clean, Explore, and Transform Your Data", Second Edition, written by Kyran Dale and published by O'Reilly Media in 2023.

ax-va d3 data-science data-visualization dataviz frontend javascript web

Last synced: 12 Jun 2025

https://github.com/pedestriandynamics/dl4pude

The framework automatically detects pushing behavior from videos of crowded event entrances.

artificial-intelegence convolutional-neural-networks crowd-behavior-analysis data-visualization deep-learning deep-optical-flow machine-learning

Last synced: 15 Sep 2025

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/Zen204/airbnb-availability

A machine learning model that predicts Airbnb listing availability, utilizing feature engineering and supervised learning techniques to improve guest experience and optimize host management.

binary-classification data-analysis data-preprocessing data-visualization feature-engineering machine-learning matplotlib model-evaluation nlp pandas predictive-modeling python scikit-learn seaborn supervised-learning

Last synced: 02 Apr 2025

https://github.com/prajakta1321/kaggle-ai-report-2023

A Report describing the trends in emergence of AI over the years !

data-analysis data-visualization python3

Last synced: 28 Jun 2025

https://github.com/cainmagi/dash-picture-annotation

Dash porting version of the React project React Picture Annotation. Provide a simple annotation window for a single picture.

annotation annotation-tool dash data-visualization deep-learning image-annotation image-labeling labeling object-detection plotly-dash python python-dash python-library python3

Last synced: 18 Feb 2026

https://github.com/webmobiledev/d3-visuals

There are some data visualizations like treechart, bubblechart, mbostock, mapchart using d3.js.

bootstrap d3js data-visualization highcharts mbostock-d3

Last synced: 27 Apr 2026

https://github.com/melihcanndemir/3d-fractal-explorer

Interactive 3D visualization tool for exploring the mesmerizing world of Mandelbrot and Julia fractals. Built with Python, OpenGL and PyQt5, offering real-time animation and intuitive controls.

3d-graphics complex-numbers computer-graphics data-visualization educational fractal graphics-programming interactive julia-set mandelbrot math-visualization mathematical-art mathematics numpy opengl pyqt pyqt5 python scientific-visualization visualization

Last synced: 30 Jul 2025

https://github.com/madeiradata/microsoft-data-analysts-club

Open-source Repository of Useful Scripts and Solutions for Microsoft Data Analysts

data-analysis data-visualization microsoft-data-analysis powerbi powerbi-report

Last synced: 19 Mar 2026

https://github.com/viztruth/google-play-store-data-analysis

This repository contains all the materials of my final project 'Google Play store Data Analysis' for the 'Telling Stories with Data' course at PES University.

data-analysis data-visualization

Last synced: 21 Aug 2025

https://github.com/ac12644/fractz-ai-data-analyst

Analyze data and gain insights instantly with FRACTZ's AI Data Analyst. Flexible, fast analytics tailored to your needs.

ai data-analysis data-visualization

Last synced: 01 Feb 2026

https://github.com/allanotieno254/hr-workforce-analytics-dashboard

A Power BI dashboard for analyzing HR metrics, including employee retention, retrenchment status, and overall workforce statistics. This project demonstrates data visualization and business intelligence skills.

business-intelligence dashboard data-visualization hr-analytics powerbi workforce-analytics

Last synced: 26 Feb 2026

https://github.com/Lemniscate-world/StratAI

This project analyzes financial assets using a Hidden Markov Model (HMM) to identify different market regimes and patterns. The analysis includes calculating daily returns, rolling volatility, and volume changes, and visualizing the hidden states identified by the HMM.

ai assets data data-science data-visualization finance financial-analysis fintech hmm-model hmmlearn machine-learning trading

Last synced: 13 Oct 2025

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

Interface to visualise connections between postcolonial intellectuals

data-visualization postcolonialism

Last synced: 23 Mar 2025

https://github.com/bydmiller/textwizards

This repository houses a collection of my natural language processing (NLP) projects, showcasing a variety of applications and experiments in the field. From sentiment analysis to language modeling, explore the power of NLP through my code. Feel free to use, modify, and contribute!

char-rnn chat-bot-nltk classification data-visualization encoder-decoder-attention gpt gradient-descent math-question-solver n-gram-language-models naive-bayes-classifier nlp patient-survival-analysis regression-algorithms sentiment-analysis smallgpt spell-checker titanic-dataset translation trax word-embeddings

Last synced: 30 Jul 2025

https://github.com/VektorTech/air-pollution-map

Air pollution data visualization on an interactive globe made with three js.

api-integration chartjs data-visualization geojson geolocation-api glsl gsap threejs typescript webgl

Last synced: 08 Apr 2025

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/ali-el-badry/machine-learning-algorithm

It is a Repo that contain different type of Machine Learning Algorithm like Regression ,classification and clustering that will be added soon

ai data-science data-visualization decision-tree feature-selection knn linear-regression logestic-regression machine-learning modelling random-forest svc svm titanic-kaggle xgboost xgboost-classifier

Last synced: 26 Feb 2025

https://github.com/karthikmprakash/911-call-dataanalysis

Data Analysis of Emergency (911) Calls: Fire, Traffic, EMS for Montgomery County, PA

911-call-analysis data-analysis data-visualization python3 united-states-data

Last synced: 26 Feb 2025

https://github.com/antononcube/raku-data-translators

Raku package for translation of JSON specs or JSON-like data structures into other formats.

data-visualization html raku rakulang

Last synced: 22 Jan 2026

https://github.com/naso7y/online-store-analytics-powerbi

Interactive Power BI dashboards for online store analytics. Visualize sales, profits, quantities, and discounts with filters by state and category. Transform complex data into actionable insights.

analytics data-mining data-visualization powerbi

Last synced: 08 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/tanishq-ctrl/cyberattack-analysis-and-insights

This repository contains an in-depth analysis of a cybersecurity dataset. The primary goal is to identify patterns, vulnerabilities, and trends in cyberattacks by leveraging various visualizations and statistical insights. The project provides actionable insights for enhancing cybersecurity measures.

cyberattack cyberattacks data-science data-visualization dataanalysis dataanalysisusingpython dataanalytics

Last synced: 28 Jun 2025

https://github.com/ssreeramj/binod-detector

Scrapes comments of a youtube video and shows distribution of comments having 'binod' in it

data-visualization heroku python streamlit youtube-api

Last synced: 21 Feb 2025

https://github.com/charliecm/meteorite-landings

Data visualization of meteorite landings on Earth.

astronomy d3 data data-visualization mapbox space visualization

Last synced: 18 Apr 2026

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/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/chahiriabderrahmane/carpricepredictor

🚗 Cars Exploration & Price Prediction | Analyzing Cars.com Listings

data-analysis data-science data-visualization machine-learning python streamlit web-scraping

Last synced: 08 Feb 2026

https://github.com/jmofuture/poblacion-mundial

Power BI - Análisis de la Población Mundial, Mortalidad Infantil y Esperanza de Vida

csv data-visualization dax excel powerbi powerquery

Last synced: 26 Feb 2026

https://github.com/namratha2301/best-selling-books

Comprehensive examination of best-selling books, focusing on understanding sales patterns, genre distributions, and the impact of various features on book performance.This project aims to predict book sales and classify genres, providing valuable insights for authors, publishers, and readers.

data-analysis data-visualization matplotlib pandas sckiit-learn seaborn

Last synced: 23 Mar 2025

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/prpriesler/three_industry_project

This project encompasses three distinct but inter connected projects, each focused on leveraging machine learning techniques to address critical challenges in different domains.

data-science data-visualization r rprogramming rstudio

Last synced: 20 Aug 2025

https://github.com/mpolinowski/victory-data-chart

React.js components for modular charting and data visualization

chart css-grid-layout data-visualization react styled-components victory

Last synced: 23 Mar 2025

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/bzbradford/wibee-dashboard

Data visualization app for WiBee pollinator surveys.

data-visualization pollinators shiny

Last synced: 30 Jul 2025

https://github.com/atharvbyadav/expensemate

A simple, lightweight personal finance tracker built with Streamlit and SQLite. Log expenses, visualize spending habits, manage budgets, and download reports – all through an interactive web interface.

budgeting data-analysis data-visualization expense-tracker finance-app open-source pandas personal-finance plotly python sqlite streamlit streamlit-webapp

Last synced: 28 Apr 2026

https://github.com/gappeah/nike_web_crawler

This project involves web scraping Nike's product pages to extract product names, prices and links. The project showcases three different implementations of the web crawler using Selenium and BeautifulSoup. It also includes visualisation of the scraped data using Matplotlib and Seaborn.

beautifulsoup data-analysis data-visualization python selenium web-crawler web-scraper webcrawler webscraper webscraping webscraping-beautifulsoup

Last synced: 04 Jul 2025

https://github.com/ixrock/mobx-react-table-grid

Easy to use react.js table-component powered by native CSS grid

css-grid data-visualization grid-layout mobx react-components reactjs table-grid tableview

Last synced: 09 Feb 2026

https://github.com/gracysapra/r-in-data-science

This repository contains essential guides for data analysis using R, covering topics like data preparation, data reshaping, and data visualization. Each file focuses on fundamental techniques to manipulate, clean, and visualize data effectively using R programming.

data-analysis data-preparation data-reshaping data-science data-visualization data-visualizations ggplot r r-for-data-science

Last synced: 19 Apr 2026

https://github.com/vetrivel07/data-visualization-portfolio

This repository showcases my Data Visualization projects using Power BI and Tableau, along with Python-based exploratory analysis. It includes dashboards, data storytelling, and business insights

dashboard data-cleaning data-schema data-visualization tableau

Last synced: 02 Mar 2026

https://github.com/prathameshdhande22/data-visualization-tutorial

Repository Contains all the stuff required for Data Visualization. Numpy Tutorial, Pandas Tutorial, Matplotlib Tutorial, Seaborn Tutorial

data-visualization jupyter-notebook matplolib numpy pandas pandas-dataframe python seaborn tutorial

Last synced: 09 Apr 2026

https://github.com/oklabflensburg/.github

Gruppe von ehrenamtlich Aktiven, die sich für Offene Daten, Freie und Offene Software einsetzten

data-visualization flensburg fossgis geodata government-data opendata

Last synced: 09 Feb 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: 22 Feb 2025

https://github.com/virajbhutada/walmart-retail-analyzer

Gain valuable insights into retail sales with the "Walmart Retail Performance Dashboard" in MS Excel. This user-friendly tool facilitates an in-depth analysis of key sales metrics, providing a comprehensive view of Walmart's performance. Make data-driven decisions for informed and strategic business outcomes.

analytics data-analysis data-science data-visualization excel insights interactive-visualizations performance-analysis retail-sales walmart

Last synced: 04 Mar 2026

https://github.com/rosaerick/conflictzone-app

frontend of an application to fetch, process, and visualize data from the Fogo Cruzado Database, a platform tracking occurrences of violence. It aims to present tables, heatmaps and charts visualization representing the geographic distribution of these occurrences.

data-visualization fogo-cruzado nextjs nextjs14 typescript

Last synced: 24 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/garcane/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: 09 Feb 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/jubinjacob03/heartdiseaseclassify-ml

Heart Disease Dataset Analysis & Classification using ML models such as linear, support vector machine, k-means, k-nearest neighbors and logistic regression.

data-analysis data-science data-visualization ipython-notebook kaggle-dataset kmeans knn linear-regression logistic-regression machine-learning matplotlib python seaborn support-vector-machine

Last synced: 18 Jan 2026

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/robthepcguy/ahk-mouse-heatmap

An AutoHotkey script that records left, right, and middle mouse clicks, logging the date, time, and x and y coordinates. It features automatic GUI updates and generates a visual heatmap via a Python script, accessible from the system tray. This tool is ideal for analyzing user interaction and creating detailed mouse activity maps.

autohotkey-script click-counter click-log click-map data-analysis data-visualization heatmap heatmap-visualization mouse-events mouse-tracking python

Last synced: 01 Apr 2025

https://github.com/singh-dhruv/data-visualization-with-accuracy-metrics

Welcome to this repository! Here we loaded the iris_dataset , upon training, testing and perform operations on it resulted in beautiful data visualizations along with accuracy metrics. Data Visualization and accuracy metrics are provided for some of the models that are used.

accuracy-metrics data-visualization hyperparameter-optimization knn-model logistic-regression svm-model

Last synced: 02 Jul 2025

https://github.com/udaykumar-dhokia/d8a

d8a is a modern data analytics platform that provides powerful visualization and analysis tools for your data.

data-analysis data-visualization fullstack-development

Last synced: 16 Sep 2025

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/gauff/belgianelectriccarmarketanalyser

Python tool for analyzing the belgian second hand electric car market by scraping and visualizing data from multiple car listing websites. Features parallel web scraping, price tracking, and interactive dashboards.

automotive beautifulsoup4 car-market dash data-analysis-python data-cleaning data-visualization electric-vehicles market-analysis pandas parallel-processing plotly price-comparison price-monitoring selenium web-scraping-python

Last synced: 22 Jul 2025

https://github.com/flazefy/customanalytic

created using next js, mysql, laravel api

apexcharts api data-visualization nextjs vercel

Last synced: 03 Aug 2025

https://github.com/albertomorini/policesviolence

Repository for the project of the course Data Science (Fondamenti di Scienza dei Dati) at UniUD.

data-analysis data-science data-visualization r

Last synced: 08 Dec 2025

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/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/code-taweezy/thermos-ai

An AI-powered thermal optimization and anomaly detection system for energy-efficient data centers. Note: this is a MVP

ai case-study data-visualization lovable-ai machine-learning matpplotlib mvp numpy pandas project python sckiit-learn seaborn solution tensorflow

Last synced: 15 Oct 2025

https://github.com/tjdharamsi/springedav2017

Exploratory Data Analysis Spring 2017 Project

analysis data-visualization plot viridis

Last synced: 24 Jan 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: 07 Apr 2025

Data visualization Awesome Lists
awesome-datascience 919 awesome-creative-coding 417 awesome-bigdata 628 awesome-jupyter 208 go-recipes 181 awesome-dataviz 159 awesome-single-cell 513 awesome-python-data-science 382 awesome-public-real-time-datasets 83 awesome-business-intelligence 231 awesome-ggplot2 643 awesome-clojurescript 124 awesome-data-analysis 921 awesome-open-data-centric-ai 56 data-science-with-ruby 101 awesome-frontend-gis 198 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 263 fucking-awesome-creative-coding 142 awesome_science 73 awesome-julia-list 42 awesome-list 1,345 fucking-awesome-machine-learning 935 awesome-interests 66 fucking-awesome-datascience 227 fucking-awesome-bigdata 411 data-engineering-collection 678 datatools 61 awesome-visual-analytics-healthcare 38 awesome-dataviz 34 awesome-vega 40 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 594 Uncategorized 511 Software packages 394 Literature and Media 383 Python 372 Table of Contents 285 UI Components 277 Tools 243 Learning Resources 206 Data and models 203 Machine Learning 200 Plot layers 197 Training Resources 190 文本数据和NLP 190 Software list 189 Books 188 Data Visualization 158 Deep Learning Framework 150 Other Awesome Lists 137 数据可视化 134