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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/madrury/hot-sauce

Simuation of a Hot Sauce Spicyness Dataset

data-analysis data-science data-visualization dataset machine-learning

Last synced: 16 May 2026

https://github.com/myktorijus/retention-cohort

Extracted cohort data using SQL in BigQuery focusing on weekly retention from week 0 to week 6

bigquery data-analysis data-visualization powerbi sql

Last synced: 13 Jul 2025

https://github.com/jhermienpaul/google-data-analytics-program

Hands-on learning materials from the 8-course Google Data Analytics Professional Certificate program, covering foundational data skills, tools, and real-world business problem-solving

bigquery dashboard data-analysis data-analytics data-modeling data-storytelling data-visualization data-wrangling descriptive-analytics diagnostic-analytics etl-pipeline r-programming rstudio sql tableau

Last synced: 13 Jul 2025

https://github.com/guilherme-marcello/r-data-analysis-piechart

Reading RDS files, processing and presentation in pie charts

data-analysis data-visualization pie-chart r

Last synced: 13 Jul 2025

https://github.com/whisplnspace/insightgenie

InsightGenie is an AI-powered data analyst that lets you upload files, ask questions, and get insights with visualizations

data-analysis data-science data-visualization deployment gemini-api huggingface nlp

Last synced: 19 Jun 2025

https://github.com/victory-ik/supportive-leadership-and-employee-satisfaction-and-performance

Using data from the European Working Conditions Survey (EWCS) 2015, this research explores how supportive leadership impacts employee well-being, with work engagement serving as a mediating factor.

composite-measure correlation-analysis cronbach-alpha data-filtering data-transformation data-visualization exploratory-data-analysis mediation-analysis r regression-analysis

Last synced: 13 Jul 2025

https://github.com/lucasfloresc/final_project

This is the final project of the Ironhack Bootcamp. In this project I applied all methods and tecniques learned in the Bootcamp, such as Web Scrapping and API extraction, Data cleaning and processing with Python, Python logic, the implementation of machine learning and Data Visualization. All displayed in Streamlit for more user friendly interface

data-analysis data-visualization machine-learning python streamlit webscraping

Last synced: 08 May 2026

https://github.com/mkk-1817/cvip-ds-exploratory_data_analysis-terrorism

This repository deals with exploring global terrorism trends analyzing the Global Terrorism Database to uncover temporal patterns, identify top terrorist groups, examine attack types, and gain insights into geographical and success/failure dynamics.

coderscave data-analysis data-science data-visualization eda exploratory-data-analysis python terrorism-analysis

Last synced: 19 Jun 2025

https://github.com/gurghet/log-sonification-playground

Real-time audio visualization tool that transforms server logs and system metrics into immersive soundscapes using p5.js

audio creative-coding data-visualization javascript logs metrics monitoring p5js sonification web-audio

Last synced: 13 Jul 2025

https://github.com/zborovskaanna/grosery_store_sales_analysis

Python data analysis project. Analysis of grocery store sales using visualizations and reporting in Tableau

data-analysis data-visualization matplotlib numpy pandas python seaborn tableau

Last synced: 08 Apr 2026

https://github.com/simranrayait51/internshala-ds-projects

Projects from the Internshala Data Science course, showcasing my skills in Excel, SQL, Python, and Tableau for data manipulation, analysis, and visualization.

data-analysis data-science data-visualization excel internshala-project pgc postgresql python sql tableau

Last synced: 17 May 2026

https://github.com/riyanshibariyaa/vehicle-emission-analysis_machine_learning_

Vehicle Emissions Analysis This project focuses on analyzing vehicle emissions data using various machine learning techniques. The dataset used for analysis contains information about vehicle emissions, including engine size, CO2 emissions, transmission type, smog level, and fuel consumption.

artificial-intelligence data-visualization exploratory-data-analysis feature-engineering linear-regression machine

Last synced: 14 Jul 2025

https://github.com/kaczmarj/car-safety-shiny

An R Shiny app -- final project for BMI 530

cars data-visualization nhtsa shiny visualization

Last synced: 02 Feb 2026

https://github.com/gdmcdonald/bmiplot

A simple tool to make a BMI plot of height vs. weight in ggplot2 in R

bmi data-visualization ggplot2 r

Last synced: 15 Jul 2025

https://github.com/tanyakuznetsova/music_mental_health

Harnessing music's power for better mental health: genre recommendations and data-driven analysis of listeners' trends

data-visualization decision-tree decision-tree-classifier exploratory-data-analysis k-means-clustering pca-analysis recommendation-system recommender-system surprise-python

Last synced: 11 Jul 2025

https://github.com/mah-22/room-occupancy-prediction-using-environmental-sensor-data

This project uses environmental sensor data to predict room occupancy, providing valuable insights for efficient energy management and space utilization in buildings. By analyzing factors like temperature, humidity, and light levels, the model aims to accurately forecast when rooms will be occupied, optimizing resources and enhancing overall buildi

classification data-science data-visualization exploratory-data-analysis machine-learning numpy pandas python seaborn time-series

Last synced: 07 May 2026

https://github.com/marco210210/football-analytics

Football Analytics is a project that collects, analyzes, and visualizes performance data for football teams and players during the Serie A 2017/18 season, using database structures and machine learning models to provide insights into match events and player actions.

data-analytics data-preprocessing data-visualization football-analytics football-performance-analysis machine-learning mongodb mplsoccer python sports-data

Last synced: 27 Feb 2026

https://github.com/caesaredia/chicago-taxi-data-insights

Exploratory data analysis and hypothesis testing on Chicago taxi trip data to uncover patterns in demand and the effects of rainy weather on travel time.

chicago data-analysis data-visualization exploratory-data-analysis hypothesis-testing python statistical-analysis taxi-trips weather-analysis

Last synced: 17 May 2026

https://github.com/yaph/gh-browser-cloud

A word cloud based on browser mentions in GitHub commit messages.

big-query data-processing data-visualization github webbrowser wordcloud

Last synced: 16 May 2026

https://github.com/theo-jenkins/fmri-brain-scan-analyser

MATLAB toolkit for reading, analysing and simulating rs-fMRI brain scans in .nii format.

algorithms data-analysis data-visualization fmri-data-analysis matlab neuroimaging

Last synced: 15 Jul 2025

https://github.com/nafisrayan/crypto-trading-platform

This React Crypto Exchange Template is designed to provide a solid foundation for building a comprehensive cryptocurrency exchange platform. With its sleek and modern design, this template is perfect for anyone looking to create a user-friendly and intuitive trading experience.

crypto dashboard data-analysis data-visualization react template

Last synced: 16 May 2026

https://github.com/miusarname2/proyectos-final-analitica-de-datos

Welcome to the repository where the magic of data analytics comes to life! This is the result of our effort and creativity in the subject of data analysis at the Universidad Cooperativa de Colombia (UCC). Here we keep everything we did to analyse data, draw cool conclusions and solve the workshop we were given. 🎯📊

data-analysis data-science data-visualization pip python

Last synced: 15 Jul 2025

https://github.com/travorlzh/population-analysis

Python program that analyzes data from a CSV file

big-data data-visualization matplotlib population-analysis pyplot

Last synced: 15 Jul 2025

https://github.com/sufyaannn/analysis-of-telangana-temperature-2023

Analyzed the temperature data of telangana of the year 2023 and created a dashboard using Microsoft Power-Bi.

data-visualization excel power-bi power-bi-dashboard python

Last synced: 15 Jul 2025

https://github.com/danitilahun/exploratory-data-analysis-projects

This repository contains a collection of my personal Exploratory Data Analysis (EDA) projects. Each project involves exploring various datasets to gain insights, uncover patterns, and visualize trends.

data-analysis data-science data-visualization exploratory-data-analysis python

Last synced: 16 May 2026

https://github.com/shihjen/startup_grant_dashboard

Dashboard for Monitoring Research Laboratory Expenses

dashboard data-visualization python streamlit

Last synced: 07 May 2026

https://github.com/srjchsv/datacamp-projects

Projects from DataCamp as part of my Data Science learning journey.

data-science data-visualization datacamp-projects jupyter-notebook matplotlib pandas python statistics

Last synced: 11 May 2026

https://github.com/amr-yasser226/interactive-sales-analytics-dashboard

An interactive web-based dashboard for visualizing multinational electronics sales data. This project for the DSAI 203 course integrates a Python/Flask backend with an amCharts frontend to provide dynamic insights into product revenues, sales distribution, and employee statistics across different countries.

am5charts amcharts business-intelligence css dashboard data-analysis data-analytics data-visualization flask html javascript python sqlalchemy sqlite web-application

Last synced: 13 Apr 2026

https://github.com/sanand0/antipodes

Show what's on the other side of the Earth. Pure LLM code by O3

data-visualization llm

Last synced: 17 Jul 2025

https://github.com/zinhocosta/hr-attrition-sql-powerbi

Analyze employee attrition trends using SQL and Power BI. Gain insights to reduce turnover and enhance satisfaction. 📊🔍

dashboard data-visualization employee-attrition excel hr-analytics mysql portfolio-project powerbi sql sql-project sql-server

Last synced: 17 Jul 2025

https://github.com/madhurimarawat/r-projects

This repository contains the projects that I made in the R programming language.

data-visualization r twitter-sentimental-analysis

Last synced: 17 Jul 2025

https://github.com/davidterpay/youtube-api

A simple python program that will allow you to view the the view count of any keyword in an specified time period

data-science data-visualization python3 youtube-api

Last synced: 16 May 2026

https://github.com/lucasdota/choropleth_map

United States Educational Attainment Choropleth Map

api choropleth-map d3js data-visualization fetch javascript json

Last synced: 17 May 2026

https://github.com/amychan331/bubblewrap

PDA Hackathon Entry: Platform that enables sharing of customized collection and user selected method of data visualization

d3 data-visualization hackathon javascript svg

Last synced: 14 Apr 2026

https://github.com/ayabh/portfolio

This repository is to show my Data Analytics, Science & Engineering skills, share projects, and track my progress.

aws data-engineering data-science data-visualization etl pyspark python sql

Last synced: 17 May 2026

https://github.com/prathmesh2507/ctc-hackthon

A data-driven system designed to reduce overcrowding and optimize urban public transport using real-world geospatial data and intelligent simulation.

dashboard data-analysis data-visualization python streamlit

Last synced: 16 May 2026

https://github.com/lut-ful/e-commerce-sales-report

This dashboard provides a visual analysis of e-commerce sales data

data data-analytics data-science data-visualization power-bi statics

Last synced: 28 Jun 2025

https://github.com/samirasiavash/chinook-dashboard

An interactive and professional dashboard built with Power BI based on the well-known Chinook dataset. This dashboard provides comprehensive analysis of sales, customers, albums, and artists, enabling users to explore trends, key performance indicators (KPIs), and visual reports in an easy and insightful way.

business-intelligence chinook-database dashboard data-visualization power-bi power-bi-dashboard

Last synced: 05 Feb 2026

https://github.com/beatrice-b-m/bea-tools

🐝 𝓉𝑜𝑜𝓁𝓈 𝓂𝒶𝒹𝑒 𝒷𝓎, 𝒶𝓃𝒹 𝒻𝑜𝓇, 𝒷𝑒𝒶 🐝 . ݁₊ ⊹ . ݁ ⟡ ݁ . ⊹ ₊ ݁ ⊹ . ݁ ⟡ ݁ . ⊹ ₊ ݁. ⊹ . ݁ ⟡ ݁ .⊹ . ݁ ⟡ A Python package of random functions and tools that I use regularly. Data science / analysis focused since, ya know, I'm a data scientist c:

data-analysis data-science data-visualization

Last synced: 15 Jan 2026

https://github.com/sueszli/uwaterloos-sunshines

d3 data visualization: research output of uwaterloo's sunshines

d3js data-visualization

Last synced: 24 Jan 2026

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

This project is based on data visualization and analysis using python and jupyter notebook on the data for diwali sales.

data-analysis data-visualization jupyter python

Last synced: 19 May 2026

https://github.com/jmgogo/a-visual-history-of-nobel-prize-winners

Project demonstrating data manipulation and visualization techniques to derive insights into the history of Nobel Prize winners.

data-manipulation data-visualization

Last synced: 12 Apr 2025

https://github.com/amyanchen/sf-airbnb

Exploratory Data Analysis of San Francisco Airbnb's

data-analysis data-science data-visualization r rmarkdown statistics

Last synced: 18 Jul 2025

https://github.com/dimitryzub/allrecipes-us-recipes-by-state-analysis

Personal Data Exploratory Project in Python. Data extracted from AllRecipes.

data data-visualization dataexploration dataextraction matplotlib pandas python seaborn webscraping

Last synced: 10 May 2026

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

Data visualization with Tableau 🔍

data-visualization visualization

Last synced: 19 Jul 2025

https://github.com/mindlessmuse666/missing-data-processing

Проект по обработке пропущенных значений в данных о пассажирах Титаника с использованием библиотек Python Matplotlib и Seaborn.

data-analysis data-visualization matplotlib missing-values-analysis missing-values-handling pandas python seaborn titanic

Last synced: 16 May 2026

https://github.com/flytomarsz/us-regional-sales-analysis

This analysis project aim to identify bike rental's behavior in 2020 from USA Regional Area. This project is part of my Independent Study at RevoU.

data-analytics data-visualization mysql powerbi spreadsheet

Last synced: 19 Jul 2025

https://github.com/medamineharbaoui/iot-fall_detection-backend

A Spring Boot microservices backend (Java 17, Hibernate, MySQL) integrated with an MQTT broker for real-time fall detection data from ESP32 IoT devices. Includes Grafana visualization and C++ embedded firmware for sensor data publishing.

data-visualization hibernate iot microservice mysql real-time-analytics spring-boot

Last synced: 19 Jul 2025

https://github.com/abdurrehman2003/data-sweeper

Data Sweeper: A Streamlit web app for quick CSV/Excel conversions, data cleaning, and simple visualizations.

data-cleaning data-transformation data-visualization spreadsheet-tools streamlit-web-app

Last synced: 07 Jun 2026

https://github.com/sayantikabanik/housingindia2012

Visualisation created based on the data obtained from mygov.in

data-visualization file-structure python

Last synced: 06 Mar 2026

https://github.com/tolumie/dashboards_visualisations

A repo of data visualization projects and interactive dashboards using Matplotlib, Seaborn, Plotly, Dash, and Folium. It covers multiple domains, including COVID-19 analytics, wildfire trends, automobile sales, immigration patterns, and Olympic statistics. Explore geospatial analysis, business intelligence, and storytelling through data with Python

business-intelligence dash dashboard-development data-storytelling data-visualization exploratory-data-analysis folium-maps geospatial-analysis interactive-dashboards matplotlib plotly-dash python-visualization seaborn

Last synced: 19 Jul 2025

https://github.com/dona-eric/veritaai

Dans ce contexte, il devient crucial de développer des systèmes intelligents capables de détecter automatiquement ces fausses informations. Ce projet a pour objectif de concevoir un système de détection de fausses nouvelles à l'aide d'algorithmes de machine learning.

data-science data-visualization fake-news machine-learning machine-learning-algorithms mlflow mlflow-sklearn nltk

Last synced: 19 Jul 2025

https://github.com/rahulsaini02/rahulsaini02

A Data & BI Analyst transitioning into AI Engineering — blending analytical thinking, business intelligence, and cutting-edge machine learning to solve real-world problems.

ai aws business-intelligence data-analytics data-engineering data-science data-visualization fullstack-development gen-ai python software-engineering

Last synced: 11 Jan 2026

https://github.com/webobite/fact-chatbot

A Fact chatbot is a project in which it read a txt file which consist all facts ahead of time and answer the user with some useful information regarding the same on the basis of facts provided in text file.

chatbot chatgpt chatgpt3 data data-visualization embedding-vectors generativeai nlp

Last synced: 04 May 2026

https://github.com/malexandersalazar/tools-python-mssql-statistics-descriptor

A lightweight tool based on sweetviz that generates high-density visualizations to kickstart Exploratory Data Analysis within Microsoft Azure SQL Database using ODBC with just one line of code

azure-sql-database data-analysis data-visualization eda python

Last synced: 16 May 2026

https://github.com/ccao-data/app-shiny-rpie-dashboard

Shiny dashboard for analysts to consume aggregated RPIE data

app dashboard data-visualization docker r shiny

Last synced: 07 May 2025

https://github.com/troutlytics/troutlytics-backend

Backend support to provide updated information about trout stocking in Washington state. This repository contains all the essential backend components of the project, including database management, Web API, and a web scraper.

contributions-welcome contributors data-visualization docker fastapi fish fishing folium lakes maps python sqlalchemy statistics trout washington wdfw webscraper webscraping website

Last synced: 07 Mar 2026

https://github.com/drkenreid/steam-stats-visualized

🎮 Spotify Wrapped, but for your Steam library. Paste your profile, get roasted.

data-science data-visualization gaming plotly portfolio python steam steam-api streamlit

Last synced: 16 May 2026

https://github.com/julianjuko/subset-prompter

Reduce large datasets down to unique subsets - quickly.

data-structures data-visualization

Last synced: 11 Apr 2025

https://github.com/deliprofesor/cardiac-data-analysis-exploring-cholesterol-and-heart-rate

This project analyzes a heart disease dataset to explore the relationship between cholesterol, heart rate, and chest pain type. It includes normality tests, outlier detection, correlation analysis, MANOVA, post-hoc tests, and VIF analysis, with visualizations using histograms, heatmaps, and boxplots.

correlation-analysis data data-cleaning data-visualization machine-learning manova post-hoc-analysis python tukey-hsd vif

Last synced: 17 May 2026

https://github.com/abhishekyadav915/data-analytics-projects

This project focuses on performing comprehensive data analysis to extract valuable insights from a given dataset. By leveraging various data manipulation, cleaning, and visualization techniques, the project aims to uncover patterns, trends, and correlations that can inform decision-making and strategy.

data-analysis data-visualization dataset

Last synced: 05 Apr 2025

https://github.com/sitek94/react-d3-bar-chart

A bar chart made with React and D3.

d3 data-visualization react

Last synced: 10 May 2026

https://github.com/arction/lcjs-example-0702-customcursor

Example showcasing custom cursor implementation with LCJS UI.

charts data-cursor data-visualization example javascript lightningchart-js template

Last synced: 12 Mar 2025

https://github.com/taruchit/bits_dissertation

Binary and multi-class classifiers to classify benign and malicious events, by using nature inspired Heuristic algorithms for feature selection.

artificial-bee-colony-algorithm data-science data-visualization exploratory-data-analysis feature-engineering feature-selection flower-pollination-algorithm k-nearest-neighbor-classifier machine-learning python recall

Last synced: 17 May 2026

https://github.com/stam/corona-map

Corona measures visualized per country

corona data-visualization ecdc

Last synced: 11 Apr 2025

https://github.com/arction/lcjs-example-0051-linepalettey

Example showcasing Line Series feature for coloring line dynamically based on Y coordinates

chart data-visualization demo lightningchart-js template

Last synced: 12 Mar 2025

https://github.com/dkoh2018/ammo_shopping

Smart ammunition price tracker with filtering, analytics, and visualizations. Built with Python and Streamlit

data-visualization firearms price-tracker python streamlit web-scraping

Last synced: 16 May 2026

https://github.com/htsandaruvan/attrition-analytics-suite-by-hello-green

I have created a comprehensive data analytics dashboard to identify factors contributing to attrition,

data-analysis data-analytics data-visualization powerbi

Last synced: 20 Jan 2026

https://github.com/eins51/moiveanalytics

Comprehensive analysis of movie data using Python and Tableau. Features interactive dashboards and insights into content distribution, genre trends, and platform preferences in the streaming industry.

data-visualization movie-analysis python streaming-platforms tableau-dashboard

Last synced: 16 May 2026

https://github.com/chigurakula-bs/forecasting-time-series-on-covid-19

COVID-19 is one of the most pandemic problems today, many countries suffer tohandle COVID-19 problems. Data mining techniques provide a good quality tool for improving manual analysis identification COVID19 cases per day, deaths per day and number of patients cured per day.

arima-model data-mining-algorithms data-visualization jupyter-notebook sarima-model

Last synced: 28 Apr 2026

https://github.com/asmaelabid/interactive-knowledge-map

Interactive node-based visualization using D3.js and Vue.js, allowing dynamic node positioning and connections. First version—open to improvements and enhancements!

d3js data-visualization graph-visualization interactive-graph pinia vue

Last synced: 05 Apr 2025

https://github.com/sharoonjoseph321/social_media_eda

Data Analysis on social media apps ,using pandas, python, matplotlib.

data data-analysis data-science data-visualization matplotlib programming-language project python pythonprojects

Last synced: 03 Mar 2025

https://github.com/sakan811/common-japanese-morphemes-in-yoasobi-lyrics

Showcase visualizations about Common Japanese Morphemes in YOASOBI Lyrics

data-visualization music powerbi powerbi-visuals song webscraping webscraping-data yoasobi

Last synced: 11 Jul 2025

https://github.com/madhuresh2011/kulturehire-internship

☺️Hi folk, During my internship at KultureHire, I completed a real-world Data Analyst project. I created an interactive dashboard using pivot tables, conducted a thorough analysis, and provided actionable recommendations. I'm excited to share my work and the insights I discovered.

data data-analytics data-cleaning data-standardization data-visualization excel excel-pivot-charts excel-pivot-tables genz-aspirations my-sql

Last synced: 17 Feb 2026

https://github.com/josafary-ds/curso_dnc

Repositório para armazenamento dos arquivos de estudo e projetos DNC - Cientista de Dados

data-analysis data-science data-visualization machine-learning powerbi python

Last synced: 13 Mar 2025

https://github.com/bayunova28/airbnb_market_analytics

This repository contains about data analytics project using PySpark SQL for Airbnb at NYC

airbnb business-intelligence data-analytics data-engineering data-science data-visualization pyspark-sql

Last synced: 05 Apr 2025

https://github.com/dsite42/simple_data_visualizer

This is a simple tool to visualize data for a quick Exploratory Data Analysis (EDA). You can create various plot types as seaborn or plotly plot via a GUI in multiple windows (RelPlot, PairPlot, JointPlot, DisPlot, CatPlot, LmPlot, 3DPlot).

data-analysis data-science data-visualisation data-visualization eda exploratory-data-analysis plotly seaborn

Last synced: 12 May 2026

https://github.com/jeremy-cleland/parking_optimization

Real-time collaborative parking optimization system using advanced algorithms including game theory Nash equilibrium, A* pathfinding, ML forecasting, and driver psychology modeling. CIS 505 project demonstrating practical algorithm applications in urban planning.

a-star algorithms api-integration data-visualization demand-forecasting driver-behavior dynamic-pricing dynamic-programming game-theory graph-algorithms machine-learning nash-equilibrium parking-optimization python real-time-optimization route-optimization simulation traffic-management university-of-michigan urban-planning

Last synced: 19 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 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 605 Uncategorized 539 Software packages 402 Literature and Media 384 Python 374 UI Components 278 Tools 274 Table of Contents 226 Learning Resources 211 Machine Learning 205 Data and models 202 Books 202 Training Resources 201 Plot layers 196 文本数据和NLP 190 Software list 189 Data Visualization 162 Deep Learning Framework 152 Other Awesome Lists 136 数据可视化 133