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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/sathyasris27/environmental-classification-based-on-gaming-patterns

The aim of this project is to create a more nuanced understanding of the interactions between socio-demographic characteristics, in-game behaviours, and global-scale environmental consciousness.

data-engineering data-mining data-science data-visualization python-3

Last synced: 28 Apr 2026

https://github.com/pheithar/socialdata_madridcentral

Social data and visualization course at DTU - 2022. Effectiveness of Madrid Central

data-analysis data-visualization jupyer-notebook madrid python

Last synced: 28 Apr 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/dsrodrigovieira/houserocketsales

Este repositório contém um projeto desenvolvido para praticar habilidades de análise de dados utilizando Python

data-analysis data-visualization heroku kaggle-dataset python

Last synced: 29 Apr 2026

https://github.com/mooerslab/arviz-voice-in

Library of voice-triggered code snippets for arviz using Voice In Jupyter Notebooks

arviz bayesian-inference colab data-visualization juptyer markov-chain-monte-carlo python

Last synced: 01 Apr 2025

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/rudeboybert/2016-09-math116

2016-09 Middlebury Intro to Statistical & Data Sciences

data-manipulation data-science data-visualization statistical statistics

Last synced: 16 Feb 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/marjory00/bridgecontrol-app

BridgeControl-App: A unified, real-time, predictive Multi-Modal Traffic Control Dashboard. Integrates vehicular, transit, and environmental data for proactive urban management. Built with HTML, CSS (Responsive), and D3.js.

app css d3js data-visualization express font-awesome graph html js json mongodb nodejs npm responsive-design

Last synced: 11 Apr 2026

https://github.com/manwithacap/by-the-metric-match

🎲🃏 A game data tracker for your board/card/video games!

data-analysis data-visualization games jupyter-notebook python utility

Last synced: 29 Apr 2026

https://github.com/dschep/executive-orders-notebook

A Jupyter Notebook to play with how many Executive Orders Presidents have signed

data-visualization jupyter jupyter-notebook trump

Last synced: 08 Jun 2026

https://github.com/nafisalawalidris/hici-african-foods

HiCi African Foods: Excel dashboard & pivot table analysis of EU food rejection data to identify risks & recommend focus areas for market expansion.

data-analysis data-cleaning data-visualization eu-food-rejection excel-dashboard hici-african-foods market-expansion pivot-tables

Last synced: 19 Mar 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/datalopes1/ds_salaries2024_eda

Neste projeto será realizado o processo de EDA (Exploratory Data Analysis) a partir do dataset Data Science Salaries 2024, que pode ser encontrado no Kaggle, com licensa Database: Open Database e enviado por Sazidul Islam.

data-analysis data-visualization eda exploratory-data-analysis jupyter-notebook python

Last synced: 29 Apr 2026

https://github.com/szapp/magistdataanalysisvisualization

Case study: Data analysis and visualization to evaluate and recommend a business partnership. Team project for data-driven business with SQL and Tableau

dashboard data-analysis data-science data-visualization data-viz sql tableau-public

Last synced: 19 Mar 2026

https://github.com/prashver/dashboard-gallery

These dashboards provide insights across diverse domains, including cryptocurrency sales, workforce challenges, disease impact analysis, and retail trends. Leveraging tools like Power BI and Excel, they offer actionable insights for decision-making.

cryptocurrency dashboards data-analysis data-profession data-visualization market-segmentation-analysis microsoft-excel monkey-pox powerbi product-analysis retail-trends

Last synced: 15 Feb 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/chrnthnkmutt/theartofstatistic_python

This repository is implemented from David Spiegelhalter's The Art of Statistics Book, for making Python Visualization

data data-science data-visualization machine-learning statistics

Last synced: 08 Jun 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/yoursrijit/e-commerce-sales-dashboard-using_power_bi

"Unlock Your Sales Potential with Real-Time Insights: Power Up Your Strategy with Power BI Dashboard" I have created E-Commerce Sales Dashboard using Power BI. With this dashboard

data-visualization dataanalytics microsoft powerbi

Last synced: 19 Mar 2026

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/garcane/british-airways-analysis

This project focuses on analyzing and visualising travel data from British Airways using Tableau. The goal is to extract insights and present them in an interactive and visually appealing manner.

data data-analysis data-visualization tableau

Last synced: 19 Mar 2026

https://github.com/astrabert/drosmel-in-asia

Drosophila melanogaster IndSeq and PoolSeq genomics data in Asia and Europe

academic-project asia data-visualization drosophila-melanogaster genomics-data population-genomics

Last synced: 19 Mar 2026

https://github.com/radhikareddy-chintareddy/exploratory-data-analysis-and-regression-for-property-pricing

This project analyzes property listing data to uncover trends and predict property prices using regression modeling. Key steps include exploratory data analysis (EDA), data cleaning, multicollinearity checks, and model evaluation using metrics like RMSE.

data-visualization exploratory-data-analysis python regression-analysis rmse-score statistical-analysis

Last synced: 24 Apr 2026

https://github.com/sohhamseal/help-me-with-my-data

A website to help users view, verify and modify data for preprocessing and apply various classical ML algorrithms

correlation-analysis data-transformation data-visualization descriptive-analysis exploratory-data-analysis k-means-clustering regression-analysis

Last synced: 19 Mar 2026

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

Angular app for data visualization and searching of Enron email via x2 server.

angular auth0 data-visualization graphql

Last synced: 13 Apr 2026

https://github.com/vasugi2003/covid_19_daily_analysis

Analysis of COVID19 day to day updates using POWER BI analysis tool.

covid19 covid19-data csv data-science data-visualization dataanalytics powerbi predictive-analytics

Last synced: 19 Mar 2026

https://github.com/emilhvitfeldt/ggtetris

Create Tetris Chart Visualizations in R

data-visualization datavisualization dataviz ggplot2 r rstats

Last synced: 05 Apr 2025

https://github.com/neerajcodes888/diwali-sales-analysis

An open-source repository for sales data analysis. Dive into insightful trends, metrics, and visualizations to empower data-driven decision-making. Ideal for data analysts, business professionals, and enthusiasts seeking comprehensive sales insights. Clone, customize, and contribute to enhance your sales analytics journey.

data-science-projects data-visualization numpy pandas-dataframe python3 sales-analysis seaborn-plots

Last synced: 26 Mar 2025

https://github.com/huonglarne/self-study-d3

Self studying Data Visualization with d3.js

dashboard data-visualization

Last synced: 13 Feb 2026

https://github.com/alcestide/scianalytics

Playground for Data Analysis and Visualization for Research and Scientifical Purposes with Pandas and Plotly.

csv data-analysis data-science data-visualization pandas plotly python science-research statistics

Last synced: 30 Apr 2026

https://github.com/garcane/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: 19 Mar 2026

https://github.com/14richa/forecastflow

ForecastFlow is a web application built with Streamlit that visualizes solar and wind power forecasts from Elexon.

analysis data-visualization python streamlit

Last synced: 30 Apr 2026

https://github.com/mkk-1817/hr-attrition

This project, conducted during my internship at MeriSKILL, focuses on HR Attrition Prediction using advanced Machine Learning models. The initiative includes the development of a dynamic Dashboard and in-depth Analysis to offer actionable insights for proactive human resource strategies.

data-analysis data-science data-visualization jupyter-notebook machine-learning-algorithms powerbi python

Last synced: 03 May 2026

https://github.com/lamp-lucas/foton_contacts

Plugin para Redmine que gerencia pessoas, empresas e vínculos com foco em projetos da indústria AEC. Totalmente integrado, responsivo e parte do ecossistema Livre e OpenSource Mundo AEC.

aec-industry construction-tech contacts-management crm csv-import data-visualization foton issue-linking mundo-aec open-source project-management redmine-plugin ruby-on-rails team-collaboration user-profile vcard

Last synced: 09 May 2026

https://github.com/thevinh-ha-1710/diabetes-predictive-model

This project aims to train a predictive model to diagnose diabetes on women patients.

data-analysis data-science data-visualization model-training-and-evaluation python

Last synced: 13 Feb 2026

https://github.com/garcane/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: 13 Feb 2026

https://github.com/ismail-mouyahada/lodscroljs-library

LodScrolJS Documentation LodScrolJS is a lightweight, fast, and secure JavaScript library designed to load any type of content from APIs on scroll, helping to avoid loading too much data at once. It works seamlessly with various JavaScript frameworks

data data-visualization load-on-scroll loading loading-spinner loadonscroll scroll

Last synced: 13 Feb 2026

https://github.com/scarblase/salary-comparison

Submission for the DataCamp Salary Competition(1 level). 🏆

data data-analysis data-science data-visualization engineering python sql structured-data

Last synced: 01 May 2026

https://github.com/anarya22/heart-disease-classification

Predicting heart disease using machine learning. This notebook looks into various python base ML and DS libraries in an attempt to build a machine learning model capable of predicting whether or not someone has heart disease based on their medical attributes.

data-cleaning data-visualization machine-learning matplotlib numpy pandas scikit-learn

Last synced: 01 May 2026

https://github.com/alejo1630/whatsapp_chat_analysis

A Jupyter Notebook with the analysis for a Whatsapp Chat using several techniques of data wrangling, EDA and Sentiment Analysis

data-visualization data-wrangling emojis exploratory-data-analysis jupyter-notebook sentiment-analysis whatsapp-chat

Last synced: 28 Feb 2026

https://github.com/pradipece/interactive_analytics_data_automation

This project allows users to control complex dataset processing with Python programming by merging Streamlit with Plotly for visualizations.

automation data-science data-visualization pandas plotly streamlit

Last synced: 01 May 2026

https://github.com/tushard48/analyzing-usa-market-trends-a-financial-overview

In-depth analysis of US market trends, encompassing economic indicators, industry performance, and financial data

data data-visualization powerbi

Last synced: 19 Mar 2026

https://github.com/abhi227070/whatsapp-chat-analyzer

The WhatsApp Chat Analyzer is a project that leverages machine learning and natural language processing techniques to analyze chat data from WhatsApp conversations. It provides insights such as message statistics, sentiment analysis, word clouds, and more.

artificial-intelligence data-analysis data-visualization machine-learning machine-learning-algorithms python-3 python-programming

Last synced: 29 Jun 2026

https://github.com/com-480-data-visualization/project-2023-the-vizards

Lausanne Transportation : a data visualization of the Lausanne Transportation network. Developed by the Vizards team as part of the EPFL Data Visualization course project (COM-480).

buses data-analysis data-science data-visualization epfl lausanne map metro public-transport public-transportation switzerland webgl

Last synced: 01 May 2026

https://github.com/qtle3/support-vector-regression

This project implements Support Vector Regression (SVR) to predict the salary of an employee based on their position level. The script uses a dataset that contains position levels and corresponding salaries, applying feature scaling to improve the performance of the SVR model. The results are visualized to show how well the model fits the data.

data-visualization feature-scaling gaussian-kernel inverse-transform-method support-vector-regression

Last synced: 25 Oct 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/macagua/entrenamiento.data_scientist_python

Repositorio de manuales y recursos del entrenamiento "Data Scientist en Python" realizado por Leonardo J. Caballero G.

data-analytics data-scientist data-visualization numpy pandas-dataframe python37 streamlit

Last synced: 01 May 2026

https://github.com/archie-cm/credit_risk_model_vix_id-x_partners

The objective project is to decrease the company's losses by up to 30% through bad loans by creating a machine learning system to assist in automating loan assessments

credit-risk data-analysis data-visualization machine-learning scorecard

Last synced: 01 May 2026

https://github.com/eshaagarwa/hr-analytics-project

Explore our HR Analytics Dashboard, a powerful Power BI project designed for HR managers and leaders. Analyzed essential KPIs such as Employee Count, Attrition Rate, and Job Satisfaction across various demographics.

dashboard data data-visualization dataanylasis ms-excel ms-excel-data-analytics powerbi statistics

Last synced: 23 Jan 2026

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/flexmonster/svelte-flexmonster

Svelte wrapper for Flexmonster Pivot Table & Charts

data-analysis data-visualization frontend pivot-tables svelte sveltekit

Last synced: 27 Feb 2026

https://github.com/ddihora1604/iitk_esg

Researching and Analyzing key ESG (Environmental, Social, Governance indicators) metrics and their impact on stock performance and market behavior. Leveraging AI techniques (like Machine Learning and NLP) in finance to extract insights from ESG disclosures, enhancing financial predictions and sustainable investment strategies.

data-analysis data-visualization esg python yahoo-finance

Last synced: 24 Apr 2025

https://github.com/dlangkip/epidash

Interactive epidemiological dashboard visualizing disease trends across Kenya. Built with PHP, Chart.js, and Leaflet for the CEMA Software Engineering Internship.

chartjs dashboards data-visualization disease-tracking epidemiology health-analytics kenya leaflet php public-health

Last synced: 02 May 2026

https://github.com/sahaavi/new-venture-s-compass

Find suitable country for your business based on world business indicators!

bars dash dashboards data-visualization interactivity map plotly plotly-dash python radarchart startup vizualisation

Last synced: 16 May 2025

https://github.com/ineelhere/shinydwight

A dashboard depicting the great battle of Dwight Schrute and the Computer | The Office

bslib data-visualization imola r rshiny rshiny-application sass server shiny-apps ui-components

Last synced: 02 May 2026

https://github.com/dangerousfish/uk-climate-trends-dashboard-metoffice

A data pipeline and Streamlit dashboard that aggregates, cleans and visualises historical UK Met Office station data - interactive charts, heatmaps and maps for temperature, rainfall and sunshine.

climate climate-analysis climate-change climate-data climate-science data-analysis data-visualization metoffice metofficeweather streamlit temperature weather

Last synced: 02 May 2026

https://github.com/fluxswitch/lwscope

A lightweight UART oscilloscope/data visualizer made with DearPyGui

data-visualization dearpygui debugging-tool lightweight oscilloscope python uart

Last synced: 02 May 2026

https://github.com/ninadpatil09/bankcard-analytics---credit-debit-card-usage-monitoring

This project is a comprehensive data analysis initiative aimed at extracting valuable insights from bank card usage data. The tools and techniques includes Python, Excel, Tableau, web scraping, pandas. It centers around understanding and visualizing trends and patterns in credit and debit card usage across multiple banks.

data-cleaning data-visualization excel python tableau tableau-public web-scraping

Last synced: 18 Apr 2026

https://github.com/shoyeb45/avltreevisualizer

This is data structure project. In this project I've built AVL tree visualisation application using javafx library of java. This project have solidified my understanding of AVL tree data structure and learnt a lot from this project

data-structures data-visualization java javafx javafx-application visualization

Last synced: 27 Feb 2026

https://github.com/msthamizh/phonepe-pulse-data-visualization-and-exploration

Developing a Streamlit application that allows users to explore and analyze transaction data from the PhonePe Pulse dataset. The project aims to provide insights into digital payment trends across India.

data-analysis data-visualization dataframe mysql pandas plotly python streamlit

Last synced: 02 May 2026

https://github.com/fybex/chatgpt-conversations-analysis

Analysis of 89,000 ChatGPT conversations to understand interaction patterns and response behaviors.

chatgpt conversation-analysis data-analysis data-visualization language-analysis prompt-patterns sentiment-analysis

Last synced: 02 May 2026

https://github.com/cwendorf/devise

Data Exploration, Visualization, and Inference with Statistical Estimation [R Package]

confidence-intervals data-visualization devise effect-size estimation r r-package statistics

Last synced: 29 May 2026

https://github.com/archanakokate/diabetes_prediction_capstoneproject

Analyzing and Modelling National Institute of Diabetes(NIDDK) dataset for accurate prediction of Diabetes in Patients, with Tableau dashboard visualization.

data-engineering data-visualization exploratory-data-analysis machine-learning-algorithms tableau-dashboards

Last synced: 17 Mar 2025

https://github.com/czheluo/fst-manhattan

Fst manhattan Plot

data-visualization fst

Last synced: 14 Apr 2026

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/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/zoliqua/venn-diagram-lab

🟢 🟤 Interactive Venn diagram viewer & editor — 44 SVG models (2–9 sets), pre-computed region paths, React + TypeScript + Vite

adelaide bioinformatics data-visualization edwards-venn euler hamilton interactive manawatu massey palmerton-north python-package react set-theory svg typescript upsetplot venn venn-diagram venndiagram victoria

Last synced: 05 May 2026

https://github.com/anurag-kumar-molankala/blinkit-grocery-sales-dashboard

The BlinkIT Grocery Sales Dashboard is an interactive Power BI dashboard that provides insights into grocery sales performance. It includes key KPIs, sales trends, and outlet performance analysis.

business-intelligence dashboards data-analysis data-visualization dax excel kpi-dashboard power-bi powerquery slicers-kpi-card-multirow-card sql-server ssis ssms ssrs-reports

Last synced: 09 Apr 2025

https://github.com/martialhimanshu/motion-detector-camera

An application to detect motion of any object using any camera device and analysis of output data using plot and CSV file

bokehplots data-visualization dataframe-library motion-detection opencv2 python

Last synced: 09 Oct 2025

https://github.com/sandravizz/global-inequality-data

This repository includes the data wrangling about the Global Inequality dataviz project using vanilla js and the library arquero.js

arquero d3js data-visualization data-wrangling javascript world-inequality-database

Last synced: 10 Feb 2026

https://github.com/amauryval/gdf2bokeh

Gdf2Bokeh, a library to map quickly your geographic data with the bokeh library

bokeh data-visualization geometry geopandas gis-development map mapping pandas python shapely

Last synced: 10 Feb 2026

https://github.com/coder-philosopher/vulcan

Vulcan is a web application for conducting lifecycle assessments of aluminum products. Built with Next.js. It enables professionals to analyze environmental impacts, calculate circularity scores, and generate professional sustainability reports. With visualizations, PDF export, and actionable recommendations.

data-visualization lca metallurgy nextjs recycling tailwindcss vercel

Last synced: 03 May 2026

https://github.com/nomadsdev/sys-moninsight

System Monitoring and Analysis Tool is a utility for real-time performance tracking. It logs CPU, memory, and disk usage, provides visual graphs, and offers performance recommendations. Perfect for optimizing system efficiency.

automation cpu-usage data-analysis data-visualization disk-usage matplotlib memory-usage performance-analysis performance-optimization psutil python real-time-monitoring resource-management sys-moninsight system-metrics

Last synced: 19 Jun 2026

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

Data visualization Awesome Lists
awesome-datascience 944 awesome-creative-coding 410 awesome-bigdata 668 awesome-jupyter 208 go-recipes 182 awesome-dataviz 159 awesome-single-cell 520 awesome-python-data-science 382 awesome-public-real-time-datasets 83 awesome-business-intelligence 231 awesome-ggplot2 665 awesome-data-analysis 936 awesome-clojurescript 124 awesome-frontend-gis 199 awesome-open-data-centric-ai 56 data-science-with-ruby 101 awesome-data-centric-ai 31 awesome-scientific-python 131 awesome-biological-visualizations 70 awesome-datajournalism 170 awesome-python-machine-learning-resources 1,884 awesome-expression-browser 163 awesome-qlik 32 awesome-data-journalism 195 awesome-deepnote 41 Road2R 274 fucking-awesome-creative-coding 85 awesome_science 73 awesome-julia-list 42 awesome-list 1,345 fucking-awesome-machine-learning 940 fucking-awesome-datascience 238 data-engineering-collection 678 fucking-awesome-bigdata 414 awesome-interests 66 awesome-visual-analytics-healthcare 83 datatools 61 awesome-vega 40 awesome-dataviz 34 awesome-interactive-earth-viz 60 awesome-react-components 556 creative-coding-resources 48 awesome-nsw-open-data 118
Data visualization Categories
The Data Science Toolbox 602 Uncategorized 527 Software packages 402 Literature and Media 384 Python 374 Table of Contents 301 UI Components 278 Tools 274 Learning Resources 211 Machine Learning 209 Data and models 205 Books 204 Plot layers 202 Training Resources 200 文本数据和NLP 190 Software list 189 Data Visualization 168 Deep Learning Framework 150 Other Awesome Lists 136 数据可视化 133