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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/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/viseshrp/community_health_indicator

Android app to fetch,organize and represent NYC health data

android data-analysis data-visualization health

Last synced: 03 Mar 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/treyhamilton/stat-project-1

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

data-visualization exploratory-data-analysis regression-models

Last synced: 28 Jun 2025

https://github.com/allanotieno254/data-analytics-with-tableau

Repository showcasing projects and insights generated through Tableau. Contains visualizations, dashboards, and analytical reports on various datasets,

analytics-intelligence business-intelligence dashboards-tableau data-analytics data-storytelling data-visualization tableau

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/shuklayash02/excel_complete_vrindastore_dataanalysis

Compltete AnalysisData Cleaning,processing and data analysis with interactive dashboard

analysis data data-visualization datacleaning excel excel-vba

Last synced: 19 Mar 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/pit1000/mrcoldguy

✨ This project demonstrates the capabilities of IoT (Internet of Things) 🌐, combining microcontrollers 🕹️ with web applications 💻, for practical uses of both front-end and back-end 🗄 technologies.

bootstrap data-visualization esp8266 flask-backend html-css-javascript iot python3 sqlite-database wrekzeug

Last synced: 15 Feb 2026

https://github.com/shuklayash02/sales_dashboard_powerbi

Created interactive dashboard to track and analyze online sales data Used complex parameters to drill down in worksheet and customization using filters and slicers

data-visualization datacleaning excel powerbi

Last synced: 19 Mar 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/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/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/edseldim/FirstRoundElectionsFr

A data visualization spreadsheet on Excel

data-analysis data-visualization excel pandas python

Last synced: 02 Aug 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/rorydungan/music-fandom-map

Interactive maps showing the popularity of musicians around the world

choropleth data-visualization map music spotify

Last synced: 24 Jul 2025

https://github.com/leosimoes/datascienceacademy-powerbi-3.0

Projetos do curso Microsoft Power BI Para Data Science Versão 3.0 da DataScienceAcademy. Dashboards para diversos casos de negócios.

business-intelligence dashboards data-analysis data-visualization microsoft-power-bi

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/simranjeet97/ipl-dataanalysis

Data Analysis performed on IPL Dataset with Data Profiling, Data Pre-Processing, Data Manipulation, and Data Visualization.

artificial-intelligence data-analysis data-manipulation data-mining data-preprocessing data-science data-visualization indian-premier-league-2008-2018 ipl ipl-dataset iplayer python

Last synced: 08 May 2026

https://github.com/dharmendradiwaker/eda-insurance-policies-by-tableau

Exploratory-Data-Analysis-of-Insurance-Policies-using-Tableau Loaded, cleaned & analyzed Insurance data for 37.5K+ policy containing 16 columns Created visualizations such as Area chart, stacked bar charts, lines charts etc. for insights

data-visualization eda tableau

Last synced: 19 Mar 2026

https://github.com/nathanvilbert/kaiture-agriculture-business-reports-with-power-bi

The project "Kaiture-Agriculture-Business-Reports-with-Power-BI" focuses on utilizing Business Intelligence to optimize agricultural yield and productivity. By integrating Power BI for data analysis, this project provides comprehensive insights into crop production patterns, market trends, and key factors affecting yield.

big-data-analytics data-visualization power-bi sas swot-analysis

Last synced: 19 Mar 2026

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/rakumar99/jp-morgan-chase-virtual-internship

This repository contains the various tasks assigned by JPMorgan Chase & Co. Virtual Internship on Microsoft Excel

conditional-formatting dashboard data-analysis data-visualization hlookup pivot-tables presentation vba-macros vlookup

Last synced: 02 Mar 2026

https://github.com/leocornus/leocornus-visualdata

JavaScript libraries to make data visualization simpler and easier.

data-analysis data-mining data-visualization data-visualization-simpler javascript-library

Last synced: 10 Aug 2025

https://github.com/mohamedhany99/human-voice-identifier-counter

the application developed in (KIVY) it can identify the users imported into the dataset based on the support vector machine training model it has two features ( Importing new voice - Detection to detect the human voices and count them)

android android-app android-application automation automation-framework data data-analysis data-mining data-science data-visualization datascience kivy kivy-framework machine-learning python

Last synced: 27 Mar 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

https://github.com/gino-freud-hobayan/excel_project_dataset_gino

Simple Excel Project on Data Cleaning and Dashboard Creation

dashboard data-cleaning data-visualization excel

Last synced: 19 Mar 2026

https://github.com/t-mohamed-shafeek/data-analysis-on-tamil-nadu-road-accidents

The "Data Analysis on Tamil Nadu Road Accidents" is a project deals with analysis of data on Road Accidents encountered by Tamil Nadu ( one of the states of India ) in the year of 2020 and 2021. But the dataset is most recently created (created on February 15, 2023 with source form TN Police).

dashboard data-analysis data-science data-visualization jupyter-notebook tableau

Last synced: 03 Aug 2025

https://github.com/kiranmayi5/tableau-projects

A collection of interactive Tableau dashboards showcasing data visualization and storytelling skills.

business-intelligence data-storytelling data-visualization interactive-visualizations tableau

Last synced: 27 Feb 2026

https://github.com/reubenmathew/dataopsexperiments

Machine Learning, NLP and various data operations

data-science data-visualization python3

Last synced: 22 Apr 2025

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/hrishikesh-mahajan/pharmacypossoftware

Pharmacy POS App built using Python3, Tkinter, OpenCV and Pandas

barcode-scanner data-visualization invoice opencv pandas python3 tkinter

Last synced: 10 May 2026

https://github.com/mastersign/mastersign-datascience

High level helpers for data science in Python with Pandas.

data-science data-visualization database-access pandas python

Last synced: 05 May 2026

https://github.com/leomariga/pyn2

A python library for creating dynamic N² (N-squared) charts to visualize complex systems interactions for engineering and project management.

charts data-visualization modeling modeling-tools n-squared n-squared-diagrams n2 n2-charts openmdao project-management systems systems-engineering systems-interactions visualization

Last synced: 29 Jan 2026

https://github.com/mksingh431/python-project

Learn Pandas with exercises and sample projects

data-analysis data-science data-visualization project projects python

Last synced: 03 May 2026

https://github.com/sejmou/large-scale-data-scatterplot

A React scatterplot component for big datasets (10k + datapoints) powered by Three.js (WebGL) and d3

charts d3 data-visualization javascript react scatter-plot scatterplot typescript visualization web-gl webgl

Last synced: 17 Apr 2026

https://github.com/stephanabitter534/flowy.blazor

🌐 Build responsive web applications effortlessly with VIOVNL.Flowy.Blazor, a Blazor component for smooth drag-and-drop functionality.

blazor component-library csharp data-visualization dotnet event-driven flowchart frontend interactive-graphics open-source single-page-application ui-framework user-interface web-application web-development

Last synced: 01 May 2026

https://github.com/uba/cmap2png

Useful script to convert a color map definition to PNG image file.

colormap converter cpt data-science data-visualization matplotlib plot png python

Last synced: 17 Sep 2025

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/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/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/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/GiveMePseudonyms/PiVisualisations

A way to visualise millions of digits of Pi. Written in Python using Pygame and Tkinter.

data data-visualization pi pygame python self-organising-criticality tkinter

Last synced: 08 Apr 2025

https://github.com/timmymatten/spikeball-stat-tracker

Spikeball stat tracking web app built with Streamlit and Python, designed to easily log and analyze player performance over multiple games.

data data-analysis data-visualization dataset matplotlib-pyplot multipage python spikeball statistics streamlit

Last synced: 18 Apr 2026

https://github.com/bino-bi/bino-cli

Declarative PDF reporting CLI — define data sources, SQL queries, and layouts in YAML, then render pixel-perfect PDFs. Supports CSV, Excel, Parquet, Postgres, and MySQL via DuckDB. Live preview, linting, and VS Code extension included.

anayltics business-intelligence cli data-driven data-visualization ibcs pdf-generation report-generator reporting-engine yaml

Last synced: 18 Apr 2026

https://github.com/sayamalt/fraudulent-transactions-prediction

Successfully trained a machine learning model which can predict whether a given transaction is fraud or not.

data-visualization exploratory-data-analysis imblearn machine-learning model-based-testing model-building predictive-analytics sklearn

Last synced: 29 Apr 2026

https://github.com/qtle3/polynomial-regression

This project demonstrates the use of both Linear and Polynomial Regression models to predict salaries based on the position level of employees. By using a dataset that contains position levels and their corresponding salaries, this project showcases the differences between linear and polynomial models in fitting data and making predictions.

data-visualization linear-regression model-comparison polynomial-regression salary-prediction

Last synced: 08 Apr 2025

https://github.com/jahnavigupta06/zepto-delivery-customer-analytics

Real-time SQL + Power BI Analytics Project replicating Zepto's customer & delivery insights.

business-intelligence churn-analysis customer-segmentation data-analysis data-visualization powerbi sql-server

Last synced: 02 Aug 2025

https://github.com/dianaow/fifa-viz

React/D3.js: Visualizing high-level score attributes and connections of players in the FIFA 19 game

d3 d3js data-visualization fifa react reactjs sports-analytics sports-visualisation

Last synced: 20 Apr 2026

https://github.com/michalredm/carsdatasetdashboard

Shiny dashboard with data visualizations for the 90,000+ Cars Dataset.

data-visualization shinydashboard

Last synced: 20 Apr 2026

https://github.com/frankelavsky/ligo-virgo-mass-plot

An interactive astrophysics project, exploring the masses of dead stellar objects (black holes and neutron stars). I used d3.js, a touch of jquery, flowtype, and advanced SVG techniques (in vanilla javascript) for this project.

astronomy astrophysics client-side css d3 d3js data-visualization exploratory-data-visualizations frontend frontend-app gravitational-waves html interactive interactive-visualizations javascript modular single-page-app svg svg-filters visualization

Last synced: 21 Apr 2026

https://github.com/ksmooi/mscs_data_visualization

This series of reports demonstrates the process of creating, refining, and evaluating interactive data visualizations using Altair, focusing on Seattle weather data, with an emphasis on accessibility, usability, and effectively communicating insights.

altair data-visualization

Last synced: 01 Apr 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/leosimoes/uerj-tcc-analisador-dados

Trabalho de conclusão de curso (TCC) em Engenharia de Computação. Aplicativo Web para preparação e análise de dados, criação de gráficos e modelos de regressão linear e logistica.

computer-engineer data-analysis data-science data-visualization linear-logistic linear-regression python streamlit

Last synced: 24 Apr 2026

https://github.com/shubhamgoyal575/diwali-sankranti-promotion-sales

This Power BI dashboard analyzes sales performance during Diwali and Sankranti festivals. It provides insights into revenue trends, top-selling products, regional sales distribution, and customer purchasing behavior to help optimize festive season sales strategies. 🚀

buisness-intelligence dashboard data-analysis data-visualization diwali-sankranti-sales-analysis excel fast-moving-consumers-goods fmcg microsoft-power-bi mysql power-query powerbi revenue-insights sales-dashboard sales-insights sql

Last synced: 02 Mar 2026

https://github.com/aaditagarwal/classification_of_caffeine

A classification project to classify various caffeine products into coffee types using Fourier Transformed Infrared Spectroscopes of products.

caffeine-classification classification-model data-visualization ftir-data-analysis

Last synced: 25 Apr 2026

https://github.com/dianaow/singapore_stories

Exploring and visualizing datasets related to Singapore issues

d3 d3js d3v4 data-visualization maps singapore singapore-government

Last synced: 11 Aug 2025

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/rajsoni03/data-visualization-with-python

Data Visualization using Matplotlib

data-visualization graph matplotlib

Last synced: 15 Mar 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/aryathel/twittersentimentanalysis

WORK IN PROGRESS. This project will allow users to enter in a keyword or hashtag to search for on Twitter, as well as the number of Tweets to include in their search, and the program will return an analysis of the general sentiment of that topic.

data-science data-visualization flask python twitter-api twitter-sentiment-analysis

Last synced: 27 Apr 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/ahmetcansolak/developer-insights

New project of ClubRockers from Sarıyer Hills

bitbucket data data-science data-visualization github python3

Last synced: 28 Apr 2026

https://github.com/nfaltir/word_visualizer

🧩 Visualize speeches for fun.

data-visualization python streamlit wordcloud

Last synced: 28 Apr 2026

https://github.com/gui-sitton/churn-finalproject

predict its customers' churn. If it is discovered that a user is planning to switch operator, the company will offer them promotional codes and special plan options.

churn-prediction data-analysis-python data-science data-visualization

Last synced: 26 Jul 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/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/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: 21 Jan 2026

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/javitocor/d3-data-visualization

Different projects to visualize data from APIs using D3 library

d3-visualization d3js data-visualization freecodecamp javascript practice-project

Last synced: 30 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/chandkund/spam-email-detection

This project focuses on detecting spam emails using a fine-tuned DistilBERT model, a lighter version of the BERT model. The model is trained to classify email text into two categories: spam (1) and not spam (0). The dataset consists of email texts labeled as either spam or non-spam.

data-visualization datapreprocessing matplotlib pandas python pytorch sklearn transformer

Last synced: 20 Jan 2026

https://github.com/yusuf-abol/alumni-interaction-and-conversation-dynamics-nlp

This Natural Language Processing (NLP) project took a dive into chat engagement dynamics within the University of Ilorin’s Class of 2018 Statistics alumni group. By applying Latent Dirichlet Allocation (LDA) for topic modeling and network analysis, I uncovered communication patterns, topic distributions, and member interactions.

alumni-network anonymization conversation data-science data-visualization engagement machine-learning network-analysis nlp python-3 sentiment-analysis statistics whatsapp

Last synced: 05 May 2026

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/rayyan9477/calorie-burnage-exploratory-data-analysis

Calorie Burnage is the measure of calories burned during physical activity or exercise, crucial for weight management and fitness goals. This project focuses on analyzing a dataset that includes information on duration, pulse rates, and calories burned during exercise sessions.

data-analytics data-science data-visualization exploratory-data-analysis linear-regression r-language r-programming

Last synced: 08 Jul 2025

https://github.com/getkey/stereotype-map

Map of national stereotypes

data-visualization google-suggestions vuejs vuex

Last synced: 12 Apr 2026

https://github.com/jfraziz/jabar.pages.dev

Improving Market Business Strategy and Poverty Alleviation Through Granular Socio-Economic Mapping: Multisource Remote Sensing and Other Geospatial Big Data Approach​

clustering data-visualization gis remote-sensing research-project socio-economic

Last synced: 27 Jul 2025

https://github.com/aymane-maghouti/mobile-data-hive-insights

This project demonstrates the process of extracting data from a MySQL database, transferring it using Apache Sqoop, storing it in Hive Data warehouse (the data actually is store in Hadoop Distributed File System (HDFS)), and performing analysis using Hive Query Language (Hive QL) (it is a language close to SQL). Then visualize the data in Power BI,

apache-sqoop data data-integration data-visualization hadoop-hdfs hivedb hiveql powerbi

Last synced: 09 Mar 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 190 Training Resources 188 Software list 164 Data Visualization 162 Deep Learning Framework 150 Other Awesome Lists 138 数据可视化 134