Data

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Awesome

An open API service indexing awesome lists of open source software.

Data visualization

Data visualization is the visual depiction of data through the use of graphs, plots, and informational graphics. Its practitioners use statistics and data science to convey the meaning behind data in ethical and accurate ways.

https://github.com/quantumudit/thereyougo-store-analysis

This project focuses on scraping all the products and their related info from the "There You Go" website; performing necessary transformations on the scraped data and then analyzing & visualizing it using Jupyter Notebook and Power BI.

data-analysis data-science data-transformation data-visualization etl jupyter-notebook power-bi python webscraping

Last synced: 21 Apr 2026

https://github.com/0mppula/money-mapper

A Next.js 13 fullstack finance tracker for organizing personal finances. Covers income, taxes, assets, debt, and net worth management. Utilizes next-auth for user authentication and stores user data in a MongoDB database with prisma ORM.

axios data-visualization date-fns finance-application finance-tracker lucide-react money-manager mongodb next-auth next-themes nextjs13 prisma react-hook-form reactjs recharts shadcn-ui tailwindcss typescript zod zustand

Last synced: 27 Apr 2025

https://github.com/citizenlabsgr/openbudgetwy

Promoting a deeper understanding of the Wyoming, MI city budget process and city priorities.

csv data-visualization jade javascript react

Last synced: 02 Mar 2026

https://github.com/rudeboybert/math116

2017-02 Middlebury Intro to Statistical & Data Sciences

data-manipulation data-science data-visualization statistical-inference statistics

Last synced: 18 Jan 2026

https://github.com/benmar2406/meat_consumption_infographic

Interactive web app with scrollytelling elements that uses creative approaches to visualize data beyond typical visualization methods.

d3 d3js data-visualization data-visualization-design datavisualization framer-motion framermotion information-visualization react scrollama scrollanimation scrollytelling

Last synced: 13 Apr 2025

https://github.com/ikanurfitriani/top-1000-instagram-influencer-2022

Simple analysis of Top 1000 Instagram Influencer Profiles 2022.

analysis data-analysis-python data-analytics data-cleaning data-visualization

Last synced: 08 Aug 2025

https://github.com/shivamswarnkar/tesla-stock-prediction

Making prediction of close prices of Tesla Stocks using different regression methods.

data-analysis data-visualization plotly regression regularization sklearn stock-price-prediction

Last synced: 05 May 2026

https://github.com/mlverse/pagedtablejs

JavaScript data table for Data Science

data-science data-table data-visualization

Last synced: 08 Mar 2026

https://github.com/weisscharlesj/data_scicompforchem

Zipped data for SciCompforChem book for easy download

chemistry chemistry-education data data-visualization python

Last synced: 07 Nov 2025

https://github.com/yeisonmontoya1815/machine-learning_prediction_can_inflation

we aim to predict trends in the Canadian market basket using sentiment analysis techniques. Sentiment analysis involves analyzing text data to determine the sentiment expressed, whether positive, negative, or neutral.

algorithms-and-data-structures data data-analysis data-science data-visualization feature-engineering machine-learning matplotlib-pyplot numerical-analysis numpy pandas pipelines python sklearn structured-data super unsupervised-learning

Last synced: 05 Feb 2026

https://github.com/walidbosso/r_data_mining

Extract knowledge from a data using different techniques, including Association Rules Hierarchical Agglomerative Clustering (HAC) K-means Clustering Decision Trees

association-rule-mining association-rules clustering data-analysis data-mining data-science data-visualization decision-tree-classifier decision-trees exportation extract-data hac hierarchical-clustering k-means k-means-clustering k-means-r r-programming r-studio

Last synced: 23 Mar 2025

https://github.com/ethiel97/simple-chart-vue

A simple chart with Vue.js and Chart.js

chartjs data-visualization vue-chartjs vue-cli vuejs2

Last synced: 13 Oct 2025

https://github.com/sevdanurgenc/data-modeling-techniques-lecture-notes

In this repo, I have the course contents of Data Modelling Techniques training, which will be given to Innova Technology by the cooperation of Academy Peak Information Technologies Training and Consultancy between 25 - 26 January 2022.

data-analysis data-mining data-modeling data-science data-structure data-visualization

Last synced: 19 Mar 2026

https://github.com/sted9000/gambit

Learn Pot Limit Omaha Starting Ranges

automation data-visualization poker python

Last synced: 04 Aug 2025

https://github.com/furk4neg3/traffic-volume-forecasting

Traffic volume forecasting with AI using bidirectional LSTM model and React frontend.

artificial-intelligence bidirectional-lstm data-visualization deep-learning flask forecasting fullstack-development react tensorflow

Last synced: 03 Jan 2026

https://github.com/sidhuk/metaboheatmap

A R/Shiny based app for visualizing metabolomics data through heatmaps

data-analysis data-visualization heatmap metabolomics shiny

Last synced: 26 Feb 2026

https://github.com/pravj/data-artistry-2018

:bar_chart: Submission for Data Artistry Tournament (2018) **Selected for finals**

d3js data-visualization mapbox react

Last synced: 25 Apr 2026

https://github.com/m3str3/noname-kschool

Este repositorio contiene todos los materiales utilizados para el Trabajo de Fin de Máster (TFM) sobre NoName057(16). Aquí encontrarás herramientas y estudios realizados como parte del análisis del grupo.

data-visualization jupyter-notebook noname python

Last synced: 25 Apr 2026

https://github.com/shervinnd/persian_alphabet_detection

🧠 Persian_Alphabet_Detection is a deep learning project for recognizing Persian alphabet characters using Dense & CNN models in Keras/TensorFlow. It includes dataset preprocessing, model training, accuracy and ROC curve visualization, and real-world testing for 43 distinct character classes.

computer-vision convolutional-neural-networks data-visualization deep-learning image-classification keras machine-learning neural-networks persian-nlp python

Last synced: 03 Sep 2025

https://github.com/jay4codes/bakerhughes-dataviz

An interactive data analysis & visualizations dashboard for the Baker Hughes Gas Turbine dataset

data-visualization matplotlib pandas plotly pydeck python streamlit

Last synced: 16 Feb 2026

https://github.com/heshamoomar/predictive-models-using-machine-learning-deep-learning

models built using various machine learning techniques to predict floods and earthquakes

data-visualization deep-learning google-collab jupyter-notebook machine-learning

Last synced: 22 Jun 2025

https://github.com/hrbrmstr/hilbertv4

Create and Annotate 'Hilbert Curve' 'IPv4' Heatmaps in R

data-visualization ggplot2 hilbert-curve ipv4 ipv4-heatmap r rstats

Last synced: 26 Apr 2026

https://github.com/maryucha/graph_pokemon

Banco de dados de grafos no Neo4j utilizando dados da PokeAPI para explorar relações entre Pokémon, como tipos, habilidades e evoluções. ------ Graph database in Neo4j using PokeAPI data to explore Pokémon relationships, such as types, abilities, and evolutions.

api-integration cypher data-visualization etl-pipeline graph graphdatabase jupyter-notebook neo4j pokeapi pokemon python

Last synced: 26 Jan 2026

https://github.com/rezagooner/cryptocurrency-price-prediction-model

A tool for predicting cryptocurrency prices using trained and test data. Includes historical price tracking and interactive line drawing for analysis

coingecko-api crypto-analysis cryptocurrency data-visualization gui interactive-charts linear-regression matplotlib pandas price-prediction

Last synced: 18 May 2026

https://github.com/willie-conway/datavista-command-line-application

A robust 🐍Python application for data analysis that provides a wide range of tools for 🔃loading, 🧹cleaning, and 🔃preprocessing data. It includes features for 📈statistical analysis, 👨🏿‍🔬hypothesis testing, 🦾machine learning, clustering, ⏳time series forecasting, and 📊data visualization, all designed to enhance your analytical workflow.

analytics big-data command-line data-analysis data-cleaning data-driven data-mining data-pipeline data-preprocessing data-science data-scientist data-visualization data-wrangling exploratory-data-analysis machine-learning pandas predictive-analytics python statistics visualization-tools

Last synced: 01 May 2026

https://github.com/thegoldenpatrik1/gym-metrics

Powerful web dashboard for visualizing workout data

data-visualization hvplot panel python

Last synced: 31 May 2026

https://github.com/benzerinsio/salespatterns-eda

📊 Análise Exploratória de Dados (EDA) avançada em vendas: padrões temporais, segmentação e automação com Pandas e Seaborn, preparando insights para Machine Learning.

analise-de-dados analise-exploratoria analise-exploratoria-de-dados data-analysis data-visualization eda exploratory-analysis exploratory-data-analysis python sales-data seaborn time-series

Last synced: 27 Apr 2026

https://github.com/jeffrey125/mall-customer-segmentation

A dataset of Customer Profile going into a Mall Reference: https://www.kaggle.com/vjchoudhary7/customer-segmentation-tutorial-in-python

customer-segmentation-analysis data-visualization jupyter-notebook python

Last synced: 30 Apr 2026

https://github.com/mahmoudparsian/data-management-for-business-analytics

Data Management for Business Analytics: This course focuses on database management systems and procedures with an emphasis on the design and development of efficient business information systems. MySQL is used to teach the basics of relational database systems, structures, and database queries by using SQL.

analytics business-analytics business-intelligence data-analysis data-visualization database mysql python-data-analysis relational-databases relational-model sql

Last synced: 26 Feb 2026

https://github.com/lastancientone/amd-vs-nvda

Analyzing 2 technology stocks using Master Analyst Program (MAP).

data data-analysis data-structures data-visualization excel forecasting time-series-analysis

Last synced: 15 May 2025

https://github.com/praveendecode/product_sentiment_analysis

This project employs NLTK, Prowebscraper, and Python for sentiment analysis on online product reviews. Through web scraping, EDA, and NLP, it evaluates user satisfaction by comparing actual ratings and sentiment scores

data-analysis data-visualization natural-language-processing nltk-python product-analysis python sentiment-analysis

Last synced: 03 May 2026

https://github.com/gjbex/python-dashboards

Repository that contains material for training sessions on creating dashboards using Python.

dash dashboard data-analysis data-exploration data-science data-visualization panel python streamlit training training-materials visualization

Last synced: 13 Jul 2025

https://github.com/rushilpatel21/sentique

Sentique is a full‑stack feedback analytics platform that ingests user reviews from App Store, Google Play, Trustpilot, Reddit and Twitter/X, processes them with a fine‑tuned BERT model into 16 categories and sentiment labels, and provides comprehensive analytics and insights.

bert-model celery chatbot data-visualization deep-learning django feedback-analysis finetuned-model gemini-api machine-learning nlp postgresql rag rag-chatbot react review-analysis scraping sentiment-analysis sentique vector-search

Last synced: 24 Feb 2026

https://github.com/tatevkaren/what-makes-playlist-successful

Product Data Science Case Study: What Makes a Playlist Successful. Use EDA (Exploratory Data Analysis) and Simple Machine Learning to identify the features related to the sucessful playlists.

case-study data-visualization linear-regression machine-learning product-data-science python spotify

Last synced: 28 Mar 2025

https://github.com/quantixed/waffleplots

Making waffle plots in Igor Pro

data-visualization igor-pro waffle-chart

Last synced: 06 Feb 2026

https://github.com/mndrake/cliffnotes

visual summary of an R dataframe

data-exploration data-visualization r

Last synced: 23 Jan 2026

https://github.com/vasturiano/three-slippy-map-globe

Tiled maps on a globe as a ThreeJS reusable 3D object

data-visualization geography gis globe maps slippy-map threejs tiled tilemap webgl

Last synced: 26 Sep 2025

https://github.com/mynttt/cow-explorer

A visualization of the Correlates of War Militarized Interstate Dispute Locations v2.1 dataset using d3js, Flask and SQLite3.

correlates-of-war d3-visualization d3js d3v4 data-explorer data-visualization flask flask-api javascript python sqlite sqlite3 visualization

Last synced: 11 Apr 2026

https://github.com/codebypinar/reta

🍃 Explore the world of renewable energy production, analyze historical data, and predict sustainable energy trends. Join us on the journey to a greener future!

arima clean-energy data-analysis data-science data-visualization energy-future forecasting-models innovation renewable-energy sustainability time-series

Last synced: 12 Oct 2025

https://github.com/faizanmohd5/web-scraping-iphone-11-reviews

This is a web scraping project that extracts customer reviews for the iPhone 11 from Flipkart.com using Python and BeautifulSoup. The extracted data is saved in a CSV file for further analysis. Use it as a starting point for your own web scraping projects or for analyzing customer reviews of the iPhone 11.

beautifulsoup csv data-visualization dataanalysis dataextraction datainsights datamining datapreprocessing ecommerce-website ipython-notebook jupyter-notebook python reviews reviewscrapper webscraping

Last synced: 01 Feb 2026

https://github.com/tomswartz07/covid19-pennsylvania

Coronavirus Information Repository for Pennsylvania, tracking daily cases and events for 2019-2020

covid-19 data-visualization pennsylvania

Last synced: 19 Mar 2026

https://github.com/pizofreude/data-career-navigator

An interactive dashboard providing deep insights into career opportunities for data-related roles, utilizing a comprehensive dataset sourced from LinkedIn. Features include analysis of experience levels, salaries, key skills, job locations, and industry trends, aiding job seekers and professionals in exploring and identifying optimal career paths.

codeinplace data-analysis data-visualization standford-university

Last synced: 13 Mar 2026

https://github.com/alex-kennedy/solar-system

An orbit visualisation site.

astronomy data-visualization physics

Last synced: 14 Jan 2026

https://github.com/fdmsantos/aws-twitter-data-analytics

Project to Learn Data analytics in AWS using twitter data

aws data-analytics data-engineering data-science data-visualization flink spark terraform

Last synced: 09 Apr 2026

https://github.com/kevinschoon/qviz

QViz Interactive Plotting

data-analysis data-visualization go gonum qframe yaegi

Last synced: 01 Jun 2026

https://github.com/orsharir/reprochart

A simple python script for easily reproducible charts

chart data-visualization graph python reproducible-research research script

Last synced: 24 Mar 2025

https://github.com/jpedrou/rain-prediction

Application made with the aim of predict when it will rain today or tomorrow in Australia using Machine Learning and a queue system.

airflow data-science data-visualization machine-learning preprocessing python sqlite3 streamlit

Last synced: 02 May 2026

https://github.com/hajin-park/earth-equity

2023 NASA Space Apps Challenge - Mapping Data for Societal Benefit

data-visualization nasa-spaceapps-challenge open-science

Last synced: 10 Feb 2026

https://github.com/naso7y/students-performance-analysis

A project analyzing students' academic performance to identify trends and factors affecting outcomes. Built with Python, using data visualization and statistical techniques to derive actionable insights.

data-analysis data-visualization machine-learning python

Last synced: 23 Feb 2026

https://github.com/amarlearning/the-github-history-of-the-scala-language

Finding the true Scala experts by exploring its development history in Git and GitHub.

data-manipulation data-visualization importing-and-cleaning-data pandas python

Last synced: 10 May 2026

https://github.com/data-insider-nyc/layoffstracker

LayoffsTracker is a data visualization dashboard focused on tracking layoffs in the tech industry. It provides insightful, real-time charts and timelines to explore job cuts by company, date, and sector.

data-visualization layoffs layoffs-dataset react trend-analysis

Last synced: 09 May 2026

https://github.com/rvpanoz/noize

Simple soundcloud client with streaming support and visualization effects with D3.js

audio-streaming backbonejs d3js data-visualization html5-audio javascript marionettejs soundcloud

Last synced: 18 Apr 2026

https://github.com/rezaafaisal/air-quality-analytics

This project focuses on creating a dashboard using streamlit. The purpose is to analyze the air quality at each station in china whose dataset is sourced from kaggle.com.

dashboard data-visualization data-wrangling exploratory-data-analysis numpy pandas python streamlit

Last synced: 04 Apr 2026

https://github.com/ccp-nc/magresview

MagresView, a JavaScript, JMol-based viewer for computed NMR data in the Magres file format.

data-visualization nuclear-magnetic-resonance

Last synced: 04 Apr 2026

https://github.com/simoneas02/data-science

🐍 A planning study to become a data scientist and to improve my current skills. 🤘🏼🌻

data data-analysis data-science data-visualization deep-learning machine-learning pandas python3 r sql

Last synced: 12 Apr 2026

https://github.com/bitromortac/plottoterminal

Plotting utility/library to print out a graph of xy data to the terminal.

data-visualization mathematics plotting python3 terminal-based

Last synced: 01 Apr 2026

https://github.com/ashleydavis/nodejs-chart-rendering-example

Example of command line chart rendering using Node.js and c3-chart-maker

chart charting charts data-visualization javascript node node-js nodejs visualization

Last synced: 25 Mar 2025

https://github.com/victor-gurbani/whatsapp-database-insights

An advanced, offline analytics dashboard for WhatsApp. built with Python and Streamlit. Visualizes chat patterns, behavioral metrics (ghosting, reply times), gender demographics, contact races and "Hall of Fame" statistics using your local msgstore.db backup.

data-visualization forensics privacy python streamlit whatsapp-analytics

Last synced: 04 Mar 2026

https://github.com/felipecacique/financialassetportfoliobacktester

This web application enables users to perform backtests on financial assets using a ranking system and fundamental indicators. The project primarily focuses on full-stack development. This project is for educational purposes and not indicative of investment recommendations. The login username is "user" and the password is "123456".

authentication backtesting bootstrap5 chartjs css data-visualization finance-application flask full-stack html javascript portfolio-optimization python sqlite

Last synced: 10 Apr 2026

https://github.com/real-veersandhu/scifaa-covid-19-project

📈 COVID-19 Data Science Project (2021 Internship @ SCI-FAA)

covid-19 data data-science data-visualization python

Last synced: 14 May 2026

https://github.com/furk4neg3/sales-forecasting

Created AI models to forecast Wallmart's sales. Used different models, like dense, LSTM, GRU and naive model. Different window and horizon sizes are used too. Compared models visually at the end.

artificial-intelligence data-preparation data-visualization deep-learning forecasting gated-recurrent-unit lstm tensorflow tensorflow2

Last synced: 13 May 2025

https://github.com/faisal-khann/vendor_impact_analysis

Vendor Impact Analysis is the process of evaluating and measuring how well suppliers or vendors contribute to a company's success in terms of product quality, cost-effectiveness, timely delivery, reliability, and overall value.

data-visualization git powerbi python sql sqllite3

Last synced: 21 Aug 2025

https://github.com/bnchrch/opening-hours-data-miner

⛏ Datamining Google places to determine opening hours of places based on location and type

data-science data-visualization flask postgresql python scraper weka

Last synced: 12 Apr 2026

https://github.com/arunava-12/finsync

FinSync is a modern personal finance tracker that helps users manage their income, expenses, and budgets effectively. With intuitive visualizations and real-time tracking, it empowers users to take control of their financial well-being.

chartjs clerkauth data-visualization finance full-stack mongodb nextjs nodejs open-source postgresql tailwindcss

Last synced: 16 Apr 2026

https://github.com/abbasi0abolfazl/commentanalyzer

machine learning project designed to analyze Instagram comments for sentiment detection, question identification, and topic modeling. Utilizing algorithms such as LDA, LSA, NMF, and BERT, CommentAnalyzer provides valuable insights into user interactions, helping brands and researchers understand audience sentiments and trends.

data-visualization instagram-data-analysis machine-learning question-detection sentiment-analysis social-media-analytics topic-modeling

Last synced: 30 Aug 2025

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/sushantdhumak/lstm_for_household_power_consumption

This project explores the application of Long Short-Term Memory (LSTM) networks in predicting household power consumption. Using data collected at one-minute intervals, we demonstrate how LSTM can be leveraged for accurate forecasting.

correlation-analysis data-visualization dropout evaluation-metrics feature-engineering lstm lstm-model resampling reshaping-datasets time-series-analysis time-series-forecasting

Last synced: 26 Mar 2025

https://github.com/victor-david/restless-charts

Restless Charts is a set of controls for adding data visualization to your application. It allows you to create various charts in a customizable way.

charting data-visualization wpf wpf-controls

Last synced: 17 May 2026

https://github.com/nafisalawalidris/tools-for-data-science

It covers popular languages (Python, R, SQL) and libraries (NumPy, Pandas) used in the field. The author shares their objectives of teaching data analysis, web development, and critical thinking skills. The repository also includes code examples, explanations of arithmetic expressions, and contact information for the author.

arithmetic-expressions data-analysis data-science data-visualization languages libraries matplotlib numpy pandas programming python r sql tools web-development

Last synced: 11 Apr 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: 02 Apr 2025

https://github.com/jubinjacob03/heartdiseaseclassify-ml

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

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

Last synced: 18 Jan 2026

https://github.com/albertomorini/policesviolence

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

data-analysis data-science data-visualization r

Last synced: 31 May 2026

https://github.com/dhrupad17/ibm-data-analyst-professional-certificate

Prepare for a career as a data analyst. Build job-ready skills – and must-have AI skills – for an in-demand career. Earn a credential from IBM. No prior experience required.

assignment-solutions coursera data-analytics data-science data-visualization excel ibm pandas professional-certificate professional-certificates python quiz updated-2024

Last synced: 13 Apr 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: 29 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/paumatas/dpa-visual-analytics-tool

Visual analysis application for the data collected by a Formula Student car during driving, aiming to evaluate and compare the drivers of the team.

car-telemetry data-driven-decisions data-science data-visualization formula-student motorsport sports-analytics user-interface

Last synced: 17 Mar 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 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 604 Uncategorized 529 Software packages 402 Literature and Media 384 Python 374 UI Components 278 Tools 274 Table of Contents 226 Learning Resources 211 Machine Learning 209 Books 204 Data and models 202 Training Resources 201 Plot layers 196 文本数据和NLP 190 Software list 189 Data Visualization 169 Deep Learning Framework 150 Other Awesome Lists 136 数据可视化 133