Data

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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/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/anweshgangula/covid19-india

Covid-19 India Dashboard - data from https://www.covid19india.org/

covid-19 d3js data-visualization python

Last synced: 22 Jun 2026

https://github.com/nowke/cricviz

Cricket data analysis/visualizations

cricket-data data-visualization reactjs

Last synced: 15 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/jishen-harilal/analytical-models-in-excel

A curated Excel workbook showcasing core data analysis techniques - including regression, classification, dimensionality reduction, and cross-validation - implemented entirely within spreadsheets. Ideal for demonstrating manual model logic, clean formatting, and advanced Excel proficiency without code.

analytics cross-validation data-analysis data-analytics data-science-portfolio data-visualization decision-trees excel excel-models knn linear-regression logistic-regression machine-learning manual-calculations no-code-machine-learning pca predictive-modeling spreadsheet-models statistical-analysis

Last synced: 15 May 2026

https://github.com/walkerdustin/vergleich-von-messmethoden-fuer-punktwolken

Bei der Vermessung eines physischen Raumes ist das Ergebnis eine Punktwolke. Diese Punktwolke beschreibt dann ausgewählte Punkte im Raum, zum Beispiel auf den Wänden und der Decke. Wenn diese Punkte in zwei seperaten Messungen gemessen werden, vielleicht sogar von unterschiedlichen Geräten, soll hinterher herausgefunden werden wie genau diese Punktwolken übereinstimmen. Dafür gibt es zwei grundsätzlich verschiedene Methoden. Diese sollen hier verglichen werden.

3d-models accuracy-metrics data-analysis data-visualization kaggle measure-distance numpy point-cloud pointcloudprocessing punkte python science-research simulation statistics

Last synced: 11 Apr 2026

https://github.com/ayyubiy90/social-media-scheduler

A web application to simplify social media management by allowing users to schedule and automate posts across multiple platforms. 🚀📱

data-visualization dnd-kit react-hooks react18 rechar sonner tailwin typescr zod-validation

Last synced: 11 Feb 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: 18 Jun 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/the-ethan-hunt/data-electionisation

A small data visualization project to show the 2017 Assembly Election results in various Indian states

data-science data-visualization matplotlib python

Last synced: 28 Mar 2025

https://github.com/shriram-vibhute/digit_classification

This project demonstrates various machine learning techniques for classifying handwritten digits from the MNIST dataset. It covers data preprocessing, model training, evaluation, and advanced classification strategies.

classification data-analysis data-visualization machine-learning matplotlib numpy pandas sk-learn

Last synced: 28 Oct 2025

https://github.com/amoghkori/google-ads-optimization

Advanced algorithm development for revenue maximization and enhanced conversion value in Google Ads expenditure, achieving a 15% increase in lead conversions while reducing costs

analystics data-cleaning data-modeling data-preprocessing data-visualization data-wrangling exploratory-data-analysis feature-engineering microsoft-excel model-deployment model-selection optimization-algorithms powerbi statistical-analysis

Last synced: 03 Jan 2026

https://github.com/mthiboust/array2image

Converts a Numpy array to a PIL image.

array data-visualization image numpy pillow plotting python

Last synced: 15 May 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: 30 Apr 2026

https://github.com/hakaneroztekin/web-scraping

☕ A web scraping project developed with Python. 📈 It scrapes the website, collects and visualizes data.

data-science data-visualization python web-scraping

Last synced: 15 Jun 2026

https://github.com/thunchanokbow/audiblebook-revenue

Manage big data on cloud computing to find a list of best-selling audible books, generate reports and dashboards, and provide products and sales promotions that meet the needs of consumers in Thailand

apache-airflow bigquery cloudcomposer data-visualization datalake datawarehouse googlecloudstorage lookerstudio pandas python3

Last synced: 11 Apr 2026

https://github.com/floriank13/verify-marktstammdaten

Verifying and testing data in the German Energy dataset "Marktstammdatenregister"

data-visualization datasette energy-data marktstammdatenregister

Last synced: 11 Jan 2026

https://github.com/WJSoftware/wjfe-dataview

Svelte v5 table component suitable for examination of extensive tabular data.

data-visualization svelte sveltekit table tabular-data

Last synced: 12 Mar 2025

https://github.com/vatshayan/hiring

Hiring for Data Science, Cryptography, Machine Learning and Artificial Intelligence.

cryptography data-science data-visualization datasets hiring internship internship-task machine-learning machine-learning-algorithms

Last synced: 09 Mar 2026

https://github.com/jcaperella29/methylation_shiny

An interactive R Shiny web app for DNA methylation analysis with support for DE, pathway enrichment, power analysis, and machine learning — deployable on HPC via Singularity/Apptainer.

apptainer bioconductor bioinformatics data-visualization differential-expression epigenetics genomics machine-learning methylation pathway-enrichment-analysis pca r random-forest shiny singularity umap

Last synced: 02 Aug 2025

https://github.com/shriram-vibhute/data-analysis

This repository offers a comprehensive collection of data analysis techniques using NumPy Pandas, Matplotlib and Seaborn.

data-aggregation data-analysis data-visualization data-wrangling matplotlib numpy pandas seaborn

Last synced: 02 Aug 2025

https://github.com/abhisingam/twitter-scraping

A program to scrape tweets from the top hashtag on twitter and analyse it in terms of content, popularity, device, location, etc. Python | Data Scraping | Data Visualization | Tweepy | MatPlotLib

data-scraping data-visualization insights matplotlib python3 tweepy tweets

Last synced: 08 Jul 2025

https://github.com/f-z/databases

Various database projects (modeling, SQL, R)

data-visualization databases datavisualization map-reduce mapreduce r sql

Last synced: 16 May 2026

https://github.com/marked01one/rio-airbnb-web-portal

A web portal to display data visualization results from the RIO Airbnb Predictive Model research project at Cal Poly Pomona

data-visualization flask plotly-dash research-project

Last synced: 19 May 2026

https://github.com/athul64/exploratory-data-analysis

To preprocess and analyze the given employee dataset, present the findings graphically, and derive meaningful insights to help better understand the company’s workforce.

colab-notebook data-analysis data-visualization matplotlib numpy pandas python seaborn statistical-analysis

Last synced: 25 Feb 2026

https://github.com/testica/wikimetrics-2

Wikimetrics 2.0 - Trabajo Especial de Grado

css data-visualization html python typescript

Last synced: 02 Feb 2026

https://github.com/hoangsonww/fred-banking-data-analysis

💸 AI-powered banking data explorer that combines FRED API insights with vector search, regression analysis, and interactive chat via OpenAI, Claude, and Gemini. Built with TypeScript, React, and Express for seamless full-stack performance.

anthropic chartjs claude-ai data data-analysis data-analytics data-science data-visualization fred fred-api gemini google-generative-ai logistic-regression multiple-regression openai pinecone react regression typescript vector-database

Last synced: 09 Apr 2025

https://github.com/synergycodes/reactflow-app-alt-stores-demo

Demo application demonstrating the benefits of using no-store actions from Zustand in a React Flow application

data-visualization diagramming react-flow reactflow zustand

Last synced: 16 May 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/yaser-123/iitg-summer-analytics-2025

Master repository for IIT Guwahati's Summer Analytics 2025 - Python data projects (Pandas/Seaborn/Scikit-learn) with documented solutions. Contains assignments, ML implementations, and visualizations from IITG's data science program

data-science data-visualization eda iit-guwahati jupyter-notebook matplotlib pandas python seaborn summer-analytics

Last synced: 08 May 2026

https://github.com/pinedah/escom_development-of-applications-for-data-analysis

This repository is a personal collection of programs, exercises, and notes from the Development of Applications for Data Analysis course at Instituto Politécnico Nacional (IPN). As part of the Bachelor's in Data Science, the course focuses on developing practical skills in Python for data analysis.

data-analysis data-science data-visualization jupyter-notebook python python-data-analysis

Last synced: 20 Jan 2026

https://github.com/deolae/kaggle-power-bi-project

This Power BI project, developed during my internship at the Royal Scientific Society (RSS), was crafted with the primary objective of uncovering insights and presenting them in a cohesive manner within a single report page.

data-visualization powerbi

Last synced: 19 Mar 2026

https://github.com/LonnyGomes/sankey-diagram-poc

D3 sankey diagram data visualization mapping people to projects

d3 data-visualization sankey sankey-diagram

Last synced: 03 Apr 2025

https://github.com/mayankyadav23/t20i-world-cup-2024-analysis

Explore my Jupyter Notebook 📊 featuring comprehensive datasets and visualizations from the 2024 T20 World Cup analysis. Discover key insights into player performances 🏏, match statistics 📈, and team dynamics, making it a valuable resource for cricket enthusiasts and analysts alike! 🌟et enthusiasts and analysts alike!

cricket data-cleaning-and-preprocessing data-visualization icc insights jupyter-notebook t20-world-cup

Last synced: 28 Aug 2025

https://github.com/xilinjia/csv-analyser

Visualize and analyze data in csv files. A multiplatform project runnable on Linux, Android, Windows, MacOS

android compose csv data-science data-visualization kotlin kotlin-multiplatform linux macos multiplatform windows

Last synced: 09 Apr 2026

https://github.com/noeyislearning/sharpe-ratio-amazon-facebook

Explore the Sharpe Ratio and its application to evaluate the performance of two tech giants: Amazon and Facebook.

amazon data-analysis data-science data-visualization facebook python3 sharpe-ratio

Last synced: 27 Mar 2025

https://github.com/mastercruelty/gokart-data-hub

It manages data about gokart races and plot graphs about your times!

data-analysis-python data-science data-visualization gokart matplotlib pandas race

Last synced: 15 Apr 2025

https://github.com/docuvesta/la-prairie-luxury-skincare-makeup-analysis

Web scraping La Prairie skincare regional websites for brand and product insights 🛍️

cosmetics data-analysis data-analytics data-visualization jupyter-notebook luxury python science skincare

Last synced: 19 Apr 2026

https://github.com/abhaysingh71/india-censes-data-analysis

This repo is a india censes data analysis in many domains

data data-science data-visualization dataanalysis streamlit

Last synced: 15 May 2026

https://github.com/arction/lcjs-example-0909-3drealtimeline

A demo application showcasing LightningChart JS to display 3D Line chart in real-time.

3d-visualization chart data-visualization lcjs lightningchart-js line-chart

Last synced: 12 Mar 2025

https://github.com/mariam-badr-mb/gtc-land-type-classification

This project develops a machine learning model to classify land cover types in Egypt using Sentinel-2 satellite imagery. The system detects categories such as agriculture, water bodies, urban areas, deserts, roads, and tree cover.

data-analysis data-visualization deep-neural-networks eda machine-learning model-architecture streamlit

Last synced: 12 Jun 2026

https://github.com/sirawin/ona-visualization

🔗 Interactive Organizational Network Analysis visualization with D3.js, community detection, and team analytics. Live demo: https://ona-lh77jtqk9-sirawins-projects.vercel.app

community-detection d3js data-visualization javascript network-graph organizational-network-analysis vercel vite

Last synced: 05 May 2026

https://github.com/callmequant/visualization-with-r

Create nice plot, transparent and avoid misleading figures (Use R!)

data-visualization

Last synced: 24 Jul 2025

https://github.com/jabhij/tableau_dashboards

Consists brief info about all of my tableau dashboards, insights that I got out of them, & the outcomes that I got after analyzing those visualizations.

data-analysis data-analytics data-science data-visualization tableau visualisation

Last synced: 07 Mar 2026

https://github.com/giordano-lucas/tesco-extension

Products clustering and interactive visualization

clustering data-analysis data-visualization tesco

Last synced: 17 Jun 2026

https://github.com/blmayer/visualizacao

Repo for visualização e descoberta do conhecimento course files.

d3 data-visualization visualizacao

Last synced: 20 May 2026

https://github.com/helios-coder/multi-cloud-data-pipeline

🌐 Build scalable data pipelines that work across Azure and Google Cloud Platform with minimal changes using this production-ready framework.

aws azure-data-factory azure-fabric bi-analytics big-data-projects dagster data-pipeline data-science data-visualization dataflow dbt etl kafka multi-cloud spark synapse synthetic-data terraform

Last synced: 11 Apr 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/boss294/user-analytics-dashboard

This User Analytics Dashboard is a real-time, interactive web application designed to track and visualize active, inactive, and total users with dynamic data updates.

analytics chartjs countdown-timer data-visualization dynamic html-css-javascript js livedata

Last synced: 28 Jun 2025

https://github.com/utkarshverma439/simple-sms-spam-detector

Built a Python text classification model for spam detection in SMS. Explored data, preprocessed text, utilized TF-IDF, trained a classifier, and addressed visualization challenges, yielding practical insights.

data data-science data-visualization spam-detection

Last synced: 20 Jun 2025

https://github.com/aymane-maghouti/sentiment-analysis-for-jumia-reviews-and-smartphone-price-prediction-system

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

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

Last synced: 18 Apr 2026

https://github.com/theoddysey/rapid-reel

Dockerized Scraper 🔨using PostgreSql ,Docker 🐋 and Streamlit

data-visualization python scraper workflow

Last synced: 17 Feb 2026

https://github.com/ondrejhruby/airbnb-analysis-machine-learning

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

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

Last synced: 20 Jul 2025

https://github.com/nick-peter-marcus/job-market-dashboard

Build a dashboard exploring data from the Data Science job market in Germany

chatgpt dashboard data-cleaning data-visualization levenshtein-distance regex streamlit streamlit-webapp

Last synced: 16 May 2026

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

A Python implementation of Logistic Regression to classify social network ads based on age and estimated salary, featuring data visualization and performance metrics such as confusion matrix and accuracy score.

data-visualization feature-scaling logistic-regression logistic-regression-algorithm model-evaluation

Last synced: 01 Aug 2025

https://github.com/nick-peter-marcus/marketing-data-analysis

Analyzing Marketing Analytics Data on Purchase Behavior and Campaign Responses - Customer Segmentation, Data Visualization, Regression Analysis, Random Forest

data-visualization k-means-clustering linear-regression logistic-regression pca random-forest segmentation

Last synced: 09 Sep 2025

https://github.com/kostrykin/carnapy

Real-time 3D visualization for biomedical data and beyond in Python

3d data-visualization jupyter-notebook library opengl python virtual-reality

Last synced: 05 Apr 2025

https://github.com/thecoderpinar/customer-segmentation-clv-analysis

Optimize marketing strategies and enhance decision-making. Explore customer data, segment behavior, calculate CLV, analyze demographics, and visualize insights. 🚀

clv-analysis customer-segmentation data-analysis data-science data-visualization jupyter-notebook machine-learning marketing-strategy python

Last synced: 03 Apr 2025

https://github.com/md-emon-hasan/streamlit_basic

A repository featuring examples and tutorials for building web applications using Streamlit, focusing on data visualization and interaction with Python.

data-science data-visualization deployment library streamlit streamlit-dashboard streamlit-webapp

Last synced: 17 May 2026

https://github.com/thbst16/react-simile-timeline

Modern React timeline component based on MIT's Simile Timeline. TypeScript, WCAG 2.1 AA accessible, touch-enabled, 60fps performance. Compatible with original Simile JSON format.

accessibility data-visualization events-timeline react-component responsive timeline-component typescript

Last synced: 17 Jan 2026

https://github.com/md-emon-hasan/numpy-pandas-matplotlib-seaborn

A collection of tutorials and examples showcasing the usage of Numpy, Pandas, Matplotlib, and Seaborn for data manipulation and visualization.

data-science data-visualization matplotlib numpy pandas python seaborn

Last synced: 06 Apr 2026

https://github.com/flazefy2/ds-sleep_health_and_lifestyle_dataset

https://www.kaggle.com/datasets/uom190346a/sleep-health-and-lifestyle-dataset

csv data-science data-visualization jupyter-notebook python statistics

Last synced: 04 May 2026

https://github.com/demon-2-angel/sucide-rate-analysis

Research progression on Gapminder dataset work, the dataset has been taken from Welysen University coursera course on Data Viz.

data-science data-visualization machine-learning seaborn-plots

Last synced: 13 Sep 2025

https://github.com/aegis301/nyc_high_school_project

Data cleaning project using NYC high school data

data-analytics data-cleaning data-science data-visualization pandas

Last synced: 14 May 2026

https://github.com/idhs-song/resume-matcher-agent-cn

🤖 Enhance your job applications with this AI-driven resume matcher that analyzes job descriptions to optimize your resume for better chances of success.

api-integration automation backend-development data-analysis data-visualization github-actions job-search machine-learning natural-language-processing open-source-tools python recommendation-system resume-matching user-interface web-app

Last synced: 18 May 2026

https://github.com/scilifelabdatacentre/dash-covid-in-sweden

Dashboard showing the impact of COVID-19 in Sweden: number of cases, admissions to ICU, and deaths.

covid-19 dash data-visualization plotly-dash

Last synced: 18 Mar 2025

https://github.com/jasonmdev/portfolio-datascience

This is a portfolio of my work for all things related to data science.

data-science data-visualization machine-learning

Last synced: 02 Jan 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/tidianekhan/movie_recommender-hci-

Movie Recommender app created for the course of Human Computer Interaction for Bachelors of Science in Artificial Intelligence from VU Amsterdam

data-visualization human-computer-interaction movie-recomendation-system movie-recommendation-app ui-design

Last synced: 22 Mar 2025

https://github.com/frankelavsky/political-polarization-challenge

I had 8 hours to build a solution to the research claim that "politics have become more divided in the past 50 years." You can navigate views of congressional voting patterns using arrows. I used d3, require, MVC pattern, and vanilla js. Pre-processed the data in node.js. Data is from DW-NOMINATE: ftp://k7moa.com/junkord/HANDSL01114A20_STAND_ALONE_30.DAT

client-side css d3 d3js data-analysis data-visualization frontend frontend-app html interactive interactive-visualizations javascript modular nodejs political-science politics requirejs research single-page-app visualization

Last synced: 06 Apr 2026

https://github.com/jasdumas/ct-brewery-ratings

Web Scraping Craft Brewery Beer Ratings From BeerAdvocate.com :beers:

beer-statistics data-visualization r tutorial web-scraping

Last synced: 08 Sep 2025

https://github.com/nafiealhilaly/analyzing-sa-schools-data

A simple python streamlit app to explore and analyze Saudi Arabia schools dataset from data.gov.sa

data-analysis data-visualization eda python streamlit

Last synced: 16 May 2026

https://github.com/mariaegbuna/road-accidents

Analyzing a road accidents dataset using Python.

data-visualization datacleaning jupyter-notebook pandas-dataframe python

Last synced: 17 May 2026

https://github.com/luizassimoes/bachelor-thesis

Bachelor Thesis developed for the completion of the graduation in Electrical Engineering.

5g-networks data-analysis data-visualization python

Last synced: 30 Apr 2026

https://github.com/glytching/spinningheart

Force directed graph using data from Donal Ryan's novel "The Spinning Heart"

d3 data-visualization javascript

Last synced: 16 May 2026

https://github.com/anurag-kumar-molankala/data-professional-survey

This Power BI dashboard analyzes survey responses from data professionals, covering key aspects such as salary distribution, job satisfaction, and preferred programming languages. The insights help understand trends in the data industry and what matters most to professionals.

dashboard data-analysis data-visualization dax-measures dax-query demographics etl-process excel-import power-bi salary-analysis sql-server survey-analysis trend-analysis

Last synced: 02 Feb 2026

https://github.com/patilni3/seaborn-in-depth

Python's Seaborn Library for Data Analysis, Machine Learning, Data Science and many more...

data-analysis data-reporting data-representation data-science data-visualization plots-in-python powerbi seaborn sns

Last synced: 03 Apr 2025

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/patilni3/matplotlib-in-depth

Python's Matplotlib Library for Data Analysis, Machine Learning, Data Science and many more...

data-analysis data-representation data-science data-visualization matplotlib matplotlib-pyplot plots-in-python powerbi seaborn

Last synced: 03 Apr 2025

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 191 Training Resources 188 Software list 164 Data Visualization 162 Deep Learning Framework 150 Other Awesome Lists 138 数据可视化 133