Data

Tools

Indexes

Applications

Experiments

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/farhashaad/farhashaad98

This is a repository to showcase my skills, share projects and track my progress in Data Science related projects.

data data-visualization dataanalysis matplotlib pandas python seaborn sql tableau

Last synced: 24 Apr 2026

https://github.com/zeptosec/bpscrapper

Shows history of oil prices

data data-visualization database nodejs scraper

Last synced: 13 Apr 2026

https://github.com/deliprofesor/breast-cancer-detection-using-svm-with-smote-and-model-optimization

This project analyzes health and lifestyle factors influencing heart attack risk using statistical methods and machine learning, with Ridge Regression identified as the best predictive model.

classification data data-preprocessing data-science data-visualization gridsearchcv machine-learning python roc-curve smote svm

Last synced: 10 Apr 2025

https://github.com/naveen88112/clustering_customer_invoice_data

Customer Invoice Data Clustering This project uses clustering methods on customer invoice data for segmentation analysis. It preprocesses data, normalizes features, and uses K-Means and DBSCAN to cluster customers according to spending habits and shared locations.

clustering data-preprocessing data-visualization numpy pandas python silhouette-score standardization

Last synced: 13 Apr 2026

https://github.com/aditishenoy35/netflix_analysis

An interactive data visualization project exploring Netflix content using Python and Jupyter Notebook.

data-visualization jupyter-notebook python

Last synced: 20 Apr 2026

https://github.com/cyber-security-tech/top10-movies-web

Feature-rich full-stack Flask web app that lets users search, rate, and review movies via TMDb API, with smart genre filtering, interactive statistics (Chart.js), form validation (Flask-WTF), star-based ratings, and a polished UI/UX designed for real-world deployment.

api-integration bootstrap chartjs crud-app data-visualization flask flask-blueprints flask-wtf form-validation fullstack genre-filtering jinja movie-database python responsive-design sqlalchemy sqlite tmdb-api ui-ux web-app

Last synced: 08 Apr 2026

https://github.com/wadeChriestenson/Main_Application

A Django application to host my personal resume.

data-analysis data-visualization django plotly python ui-design

Last synced: 11 Mar 2025

https://github.com/rafaelmoura23/capella-info-ai

CapellaInfo is a Laravel-based application designed for automation, data, and AI projects. Its primary goal is to store and manage personal projects efficiently, providing a centralized platform for innovation and development.

artificial-intelligence automation data-science data-visualization laravel neural-network

Last synced: 28 Apr 2026

https://github.com/terilios/automated_data_scientist

Automated Data Scientist: An intelligent, adaptive data analysis tool that leverages AI-driven automation to dynamically plan, execute, and refine data science workflows. Automatically handles data preparation, analysis planning, code generation, and result interpretation using advanced language models.

adaptive-analytics ai-driven-analytics ai-powered-data-tools api-integration automated-data-science automation data-insights data-preparation data-science-workflow data-visualization dynamic-analysis-planning exploratory-data-analysis intelligent-data-processing language-models machine-learning ml-ops openai-gpt python scalable-data-analysis

Last synced: 23 Jun 2025

https://github.com/dbriane208/python-for-data-science

Machine Learning and Data Science repository. Love crafting Machine Learning models.

data-analysis data-science data-visualization machine-learning numpy pandas python seaborn

Last synced: 13 Apr 2026

https://github.com/master-helix/music-queries

This is a beginner Data Analyst Portfolio Project aimed at providing data insights based on a music store dataset

data-analytics data-visualization ms-excel postgresql sql

Last synced: 06 Sep 2025

https://github.com/no-tone/pyrowatch

Dashboard for monitoring rural fire statistics and burned area in Portugal using Astro, D3.js, and Leaflet. Data from INE (Statistics Portugal) via dados.gov.pt with interactive map and drag-and-drop KPI layout.

astro d3js data-visualization kpi leaflet

Last synced: 30 May 2026

https://github.com/5hraddha/eda-instacart-customers-shopping-habits

In this Exploratory Data Analysis (EDA) project we'll clean up the data and prepare a report that gives insight into the shopping habits of Instacart customers.

data-visualization exploratory-data-analysis instacart matlpotlib numpy pandas

Last synced: 13 Apr 2026

https://github.com/ak-abhilash/insightcat

📊 One-click open-source EDA tool for CSV, Excel, JSON

csv- data-analysis- data-visualization eda- fastapi- open-source- pandas- react-

Last synced: 14 Jun 2025

https://github.com/lparham2/los-angeles-expansion-safety-concerns

Los Angeles Expansion Safety Concerns analyzes crime data to assess safety risks for city expansion. Using data analytics and visualization, the project identifies high-risk areas and provides insights to guide urban planning decisions for a safer, well-informed expansion strategy.

business-analytics crime-data data-visualization dataanalysis expansion losangeles powerpoint presentation

Last synced: 15 Jun 2025

https://github.com/srinibas-masanta/electric-vehicle-analysis-dashboard

This repository features an interactive Tableau dashboard that visualizes electric vehicle (EV) adoption trends in the U.S. 🚗⚡ Explore EV growth, top manufacturers, regional distribution, and the impact of incentives—all in one dynamic view. 📊 Use filters to dive deeper into the data and uncover key insights! 🚀

dashboards data-analysis data-visualization tableau

Last synced: 15 Jan 2026

https://github.com/domingosdeeulariadumba/ablisk

A Python module for design, analysis and decision-making of A/B tests.

ab-testing data-visualization statistics

Last synced: 14 Jan 2026

https://github.com/greatwoman23/hotel_reservation_analysis

In this project, we delve into the intricate world of hotel reservations, utilizing a multifaceted analytical approach to uncover valuable insights. Through a combination of SQL queries and Tableau visualizations, we meticulously dissect a rich dataset comprising booking details, customer demographics, and reservation statuses.

data-analysis data-science data-visualization hotel hotel-reservation publications sql sql-query sqlite3 tableau

Last synced: 15 May 2026

https://github.com/rubynixx/spotify_analysis_using_spotipy

Utilising the Spotipy API to visualise personal listening patterns.

data-visualization spotify spotipy spotipy-api spotipy-library

Last synced: 27 Feb 2025

https://github.com/sssshefer/covid-map

Interactive map showing covid data implemented on R language

big-data data-visualization r r-studio

Last synced: 01 Mar 2025

https://github.com/thomas-basham/ps-creel

This web application fetches fishing report data from the Washington Department of Fish and Wildlife (WDFW) Creel Reports page and displays it on an interactive map.

creel creel-survey data-science data-visualization database fish fishing nextjs postgresql puget-sound-data pugetsound react sql website

Last synced: 13 Apr 2026

https://github.com/joaopalmeiro/vtils

A Python package providing utility functions for Data Visualization.

data-visualization python visualization

Last synced: 26 Mar 2025

https://github.com/aaronjmars/token-race

Data visualization tool for tokens, based on their FDV or MC.

coinmarketcap data-visualization dexscreener web3

Last synced: 14 Sep 2025

https://github.com/pratyusha-r/air-quality-index-visualization

This project visualizes the Air Quality Index (AQI) of various cities across India using Power BI. The aim is to provide insights into the air quality trends and help raise awareness about environmental issues affecting urban areas.

air-quality-data dashboard data-visualization powerbi

Last synced: 03 Jan 2026

https://github.com/xre22zax/airline-analysis

Travel agency and need to know the ins and outs of airline prices for your clients

data-analysis data-visualization python python3 visualization

Last synced: 13 Apr 2026

https://github.com/ankitrai259/sales_insight_dashboard

Sales Insight: Using SQL for data cleaning and Power BI for making interactive dashboard

dashboard data data-visualization datacleaning postgresql powerbi sql

Last synced: 17 Mar 2025

https://github.com/fbarffmann/mycitibike

Built an interactive Leaflet.js map visualizing over 750 Citi Bike station locations in NYC. Analyzed usage patterns, station density, and user navigation across the network.

citibike data-analysis data-visualization geojson geospatial interactive-map javascript leaflet nyc web-mapping

Last synced: 07 Jul 2025

https://github.com/nimomach/cafe-sales

This analysis focuses on evaluating the sales performance of a cafe by examining key metrics such as total revenue, sales by product category, peak sales times, and many more.

cafe data-analysis data-visualization sales

Last synced: 12 Mar 2026

https://github.com/deliprofesor/health-status-and-heart-attack-risk-eda-regression-and-hypothesis-testing-analysis

This project analyzes health and lifestyle factors influencing heart attack risk using statistical methods and machine learning, with Ridge Regression identified as the best predictive model.

data-cleaning data-visualization exploratory-data-analysis healthcare-insights hypothesis-testing machine-learning ridge-regression

Last synced: 10 Apr 2025

https://github.com/archanakokate/ml_mercedes_benz_greener_manufacturing_project

This project involves reducing testing time for car configurations. The tasks include removing columns with zero variance, checking for null values, applying label encoding, performing dimensionality reduction, and using XGBoost to predict testing time.

data-visualization dimentionality-reduction encoding exploratory-data-analysis machine-learning-algorithms

Last synced: 17 Mar 2025

https://github.com/dcostachar/bellabeat-case-study

An analysis of Fitbit Fitness Tracker data with R to examine user behaviour and conduct a competitor analysis to optimize Bellabeat's product marketing strategies.

consumer-behaviour-analysis data-visualization exploratory-data-analysis ggplot2 health-data marketing-analytics r statistical-analysis tidyverse

Last synced: 02 Apr 2025

https://github.com/nero103/airbnb-destination

This is and end-to-end project to uncover the ideal destination based on listings and hosts. Strategy included: Data workflow-SQL analysis-Data modeling-Data Visualization-Findings

data-analysis data-modeling data-visualization etl etl-pipeline excel microsoft-sql-server powerpoint sql tableau

Last synced: 27 Mar 2026

https://github.com/seblehner/feldprakt

Collection of plotting routines for a field exercise work using different measurement tools and Hobo weather stations.

data-analysis data-visualization jupyter-notebook python

Last synced: 05 Oct 2025

https://github.com/jianxi-erin/bigdata-machinelearning-lab

本项目是一个综合性的大数据与机器学习实验平台，包含两个主要任务，每个任务涵盖三个关键技术模块：大数据处理、数据分析和机器学习。项目基于真实的竞赛设计，提供完整的数据处理模拟和建模实践。

data-analysis data-visualization hadoop machine-learning python spark sql

Last synced: 03 May 2026

https://github.com/lukakerr/us-surnames

US Surname data visualisation using R. Displays top 25 US surnames and race/ethnic percentage per name.

data data-visualization r

Last synced: 05 Oct 2025

https://github.com/tejas-jadhav01/blender-csv-visualizer

A Blender add-on for visualizing CSV data as 3D objects.

blender blender-addon csv data-visualization python

Last synced: 18 May 2026

https://github.com/subhamghimire/dataanavis

Learning Data analysis and visualization

data-analysis data-science data-visualization dataset

Last synced: 06 Oct 2025

https://github.com/swatisinghit/treadmill-customer-profiling-for-aerofit

Create comprehensive customer profiles for each AeroFit treadmill product through descriptive analytics. Develop two-way contingency tables and analyze conditional and marginal probabilities to discern customer characteristics, facilitating improved product recommendations and informed business decisions.

analytics conditional-probability data-analysis data-science data-visualization eda numpy pandas probability statistics

Last synced: 08 May 2026

https://github.com/meddhiachaouachi/browsetrack-datacollection

This full-stack web application streamlines data interaction with a simple and intuitive design. Built with Django and React, it offers secure and efficient tools for analysts to share insights, users to manage cookies, and clients to visualize real-time data effortlessly. The platform also tracks user browsing activity, providing valuable insights

cookies data-visualization datatracker social-network-analysis useractivity

Last synced: 07 Oct 2025

https://github.com/sayamalt/mental-health-classification-using-fine-tuned-distilbert

Successfully established a multiclass text classification model by fine-tuning pretrained DistilBERT transformer model to classify several distinct types of mental health statuses such as anxiety, stress, personality disorder, etc. with an accuracy of 77%.

data-visualization deep-learning distilbert-fine-tuning distilbert-model model-evaluation model-inference model-training-and-evaluation multiclass-text-classification natural-language-processing text-classification text-preprocessing text-tokenization

Last synced: 08 Oct 2025

https://github.com/pranavsp108/market_basket_analysis-instacart

Customer segmentation and market basket analysis using the Instacart dataset with Python, Pandas, and K-Means clustering.

customer-segmentation-and-buying-behavior data-analysis data-visualization instacart jupyter-notebook kmeans-clustering market-basket-analysis pandas python scikit-learn

Last synced: 05 May 2026

https://github.com/shivani0126/resturant_rating_analysis

Restaurant ratings Analysis is a project where real consumers from 2012, including additional information about each restaurant and their cuisines, and each consumer and their preferences are visualised through Power BI dashboard.

dashboard data-visualization dataanalysis datamodeling dataprep dax-functions powerbi

Last synced: 27 Jan 2026

https://github.com/abinjohn8138-commits/churn-analysis

This project focuses on analyzing customer churn behavior within a telecommunication company using visual insights. The goal is to understand what factors lead to customer attrition and help the business take proactive steps to retain customers.

colab-notebook data-visualization excel insights jupyter-notebook pandas python

Last synced: 05 May 2026

https://github.com/hiteshsahu/visual-studio-hybrid-application

Visual Studio and Java Script full duplex communication

data-visualization html5 javascript kendo-ui visual-basic

Last synced: 09 Oct 2025

https://github.com/mgckaled/rs_data-analytics

Repositório agregador do conteúdo da formação Data Analytics desenvolvido pelo Rocketseat.

data-analytics data-visualization python sql statistics

Last synced: 09 Oct 2025

https://github.com/do-me/excel-column-analyzer

A free online tool to analyze Excel column data. Instantly count unique values, calculate frequencies, and visualize results in charts.

chartjs data-science data-visualization tailwind

Last synced: 09 Oct 2025

https://github.com/hirkojoba/fintrack

Full-stack financial tracking app with ML forecasting and AI insights. Built with Rails, PostgreSQL, Python/scikit-learn, and OpenAI API.

artificial-intelligence data-visualization fintech full-stack machine-learning openai postgresql python ruby-on-rails scikit-learn

Last synced: 14 Apr 2026

https://github.com/chandkund/housing-price-prediction

Predict housing prices using the Boston Housing Dataset. Covers data loading, cleaning, preprocessing, EDA, normalization, standardization, and regression models (Linear Regression, Decision Tree, Random Forest, Extra Trees). Evaluated with Mean Squared Error (MSE). Tech: Python, Pandas, NumPy, Scikit-learn, Seaborn, Matplotlib.

data-science data-visualization matplotlib numpy pandas pyhton sklearn sklearn-library sklearn-metrics

Last synced: 21 Jan 2026

https://github.com/skhosla8/analytics-webpage

A webpage that uses JSON data to render product details, a line chart and table.

d3 data-visualization react redux

Last synced: 14 Apr 2026

https://github.com/salma-mamdoh/the-android-app-market-on-google-play-project

My project aims to practice Data Analysis and Data Visualization on DataCamp

data-analysis data-visualization datacamp jupyter-notebook matplotlib numpy pandas python seaborn

Last synced: 12 Apr 2026

https://github.com/allanreda/automated-k-means-clustering-engine

An interactive K-Means clustering tool built with Flask and Scikit-Learn, supporting Excel file uploads, cluster analysis, and data export, deployed on Google Cloud Run via Docker with CI/CD integration.

cicd css data-visualization deployment docker flask google-cloud-run html javascript k-means-clustering machine-learning matplotlib numpy pandas python scikit-learn

Last synced: 19 Jan 2026

https://github.com/controldata23/automobiles-data-exploration

An Exploratory Data Analysis done on an Automobiles dataset from kaggle

data-exploration data-visualization eda jupyter-notebook matplotlib python-data-analysis

Last synced: 19 Jan 2026

https://github.com/gorlix/sp-grafana-bridge

A lightweight, real-time data bridge to export Super Productivity tasks to InfluxDB v2 for advanced analytics on Grafana. Transform your time-tracking into actionable insights.

data-visualization grafana influxdb-v2 plugin productivity-tool super-productivity superproductivity time-tracking

Last synced: 31 May 2026

https://github.com/saifalibaig/covid-19-death-rate-analysis-using-python

Analysis of Covid-19 data along with the world happiness report to identify if there is any relationship between death rate and happiness rate of countries all over the world.

data-analysis data-visualization numpy pandas python3 sns visualization

Last synced: 03 May 2026

https://github.com/vinay-jose/territorial-sales-dashboard

EDA was carried out in the sales data of Atliq Technologies and a Dashboard was created in PowerBI to draw insights.

data-analysis data-visualization powerbi-desktop sql

Last synced: 11 Oct 2025

https://github.com/mitgar14/etl-workshop-2

Workshop #2 (ETL process using Airflow) for the ETL course using Apache Airflow to build a data pipeline.

airflow data-engineer data-engineering data-visualization etl pandas postgresql powerbi python sqlalchemy

Last synced: 14 Apr 2026

https://github.com/ahsankhizar5/titanic-eda-visualization

Exploratory Data Analysis and Visualization on the Titanic Dataset using Python, Pandas, Matplotlib, and Seaborn to uncover survival patterns.

data-analysis data-science data-visualization eda kaggle machine-learning matplotlib pandas python seaborn titanic-dataset

Last synced: 31 May 2026

https://github.com/ahsankhizar5/retail-sales-analysis-python-powerbi

A complete retail sales analytics project using Python for data cleaning and EDA, and Power BI for dashboard visualization. Built as a capstone for the Business Analytics Bootcamp by CourseMea.

business-analytics capstone-project coursemea dashboard data-visualization eda exploratory-data-analysis powerbi python python3 retail-data

Last synced: 31 May 2026

https://github.com/abeltavares/postql

Python library and command-line interface (CLI) tool for interacting with PostgreSQL databases, providing simplified database management, query execution, and result export functionalities.

cli command-line-interface data-analysis data-engineering data-export data-management data-processing data-visualization database database-administration database-tools etl oop postgres postgresql psycopg2 python sql sqlalchemy wrapper

Last synced: 19 Jan 2026

https://github.com/tzerk/esr

R package 'ESR' for plotting and analysing ESR spectra in dating applications

data-analysis data-visualization electron-spin-resonance geochronology r

Last synced: 13 Mar 2026

https://github.com/alexondata/daan_eda-exploratory-data-analysis_ecommerce

This project presents an Exploratory Data Analysis (EDA) pipeline for an eCommerce dataset, integrating Python, SQL Server, and Power BI to transform raw transactional data into meaningful business insights. The project was developed as part of an academic assignment at Transilvania University of Brașov, Faculty of Mathematics and Computer Science.

data-analysis data-visualization ecommerce microsoft-sql-server powerbi python

Last synced: 18 May 2026

https://github.com/sebastian-gregoricchio/rseb

An R-package for daily tasks required to handle biological data as well as avoid re-coding of small functions for quick but necessary data management.

atac-seq bedtools chip-seq cutandtag daily-tasks data-visualisation data-visualization datamining deeptools genomics ngs qpcr qpcr-analysis r rna-seq statistics

Last synced: 31 May 2026

https://github.com/tashi-2004/Apache-Spark-Geospatial-Air-Quality-Analysis

This project analyzes air quality data across regions to identify improvement areas, track trends, and classify similar regions using clustering. Leveraging PySpark, it processes sensor data, calculates Air Quality Index (AQI), and visualizes results with histograms and geographic maps to highlight areas with good air quality.

aqi aqi-prediction clustering data-science data-visualization geospatial-visualization kmeans-clustering predictive-modeling sensor-data time-series-analysis

Last synced: 13 Oct 2025

https://github.com/achronus/data-graphing-tool

A tool for finding the perfect graph that fits your CSV data.

data-visualization matplotlib numpy pandas python3

Last synced: 13 Oct 2025

https://github.com/arunabhagit/data-driven-marketing-optimization-enhancing-engagement-conversions-and-customer-satisfaction

Analyzed ShopEasy’s marketing data using SQL, Python, and Power BI to identify low engagement and conversion issues, performed sentiment analysis, and delivered data-driven strategies for measurable performance improvement.

business-intelligence data-visualization dataanalytics marketingstrategy powerbi python sql

Last synced: 13 Oct 2025

https://github.com/flowsta/ods-educacion-aporta

ODS para educación, iniciativa APORTA 2021

data data-visualization ods sdg

Last synced: 27 Jan 2026

https://github.com/ycli0536/csemnva

A web application for visualizing and analyzing Controlled Source Electromagnetic (CSEM) data collection and navigation.

data-visualization geophysics time-series timeseries visualization

Last synced: 24 Feb 2026

https://github.com/pngo1997/chicago-airbnb-listings

Interactive Chicago Airbnb listings geospatial map.

data-visualization geospatial html python visualization

Last synced: 31 May 2026

https://github.com/teja-1403/forage-bcg-x-data-science

About This repository contains solutions to the 4 different tasks that must be performed during the Data Science virtual internship provided by BCG X via Forage.

business-understanding client-communication data-evaluation data-science data-visualization exploratory-data-analysis hypothesis-framing model-interpretation

Last synced: 27 Jan 2026

https://github.com/saisurajmatta/e-commerce-sales-advanced-data-analysis

Excel-based e-commerce analytics for FNP, a gift company. It covers data extraction, modeling, and visualization, providing actionable insights on revenue, customer behavior, and operations. Key skills include Excel, Power Query, Power Pivot, and DAX. The analysis culminates in data-driven business recommendations.

data-analysis data-visualization dax excel power-pivot power-query

Last synced: 22 Jan 2026

https://github.com/madhursinghbhadoriya/cutomer_data_analysis1

Customer_Data Analysis - Tableau

chart data-visualization tableau

Last synced: 22 Jan 2026

https://github.com/aishanipach/data-visualizer

Visualize data according to month and year build using reactjs.

data-visualization frontend react reactjs

Last synced: 14 Apr 2026

https://github.com/gaurav0502/survey-analysis-visualizations

This repository consists of the various data visualization techniques used to analyze the responses of a survey conducted as a part of the project for the course MGT1002-Principles of Management

analysis data-visualization matplotlib seaborn visualization

Last synced: 17 Oct 2025

https://github.com/tapas-gope/adventure-works

This project analyzes sales data for AdventureWorks, focusing on revenue, customer segments, and product performance. The dashboard provides insights into top-selling products, sales by region, and customer trends across multiple years. It helps in identifying sales opportunities and optimizing marketing strategies.

adventureworks business-intelligence data-cleaning data-transformation data-visualization dax mssql powerbi sales-analysis sql-queries

Last synced: 17 Oct 2025

https://github.com/codeslash21/communicate_data_findings

Analyze and visualize Bay Wheel system data which contains 2.5M individual trips data. And communicate the data findings from the dataset in the form notebook slide.

bay-wheel data-analysis data-visualization explanatory-data-visualization exploratory-data-analysis

Last synced: 22 Jan 2026

https://github.com/andreighinea1/bdv-project

Exploratory analysis of the Global Terrorism Database (GTD) using Python and Jupyter. This project visualizes global terrorist activity trends from 1970 to 2017, highlighting patterns across time, regions, and groups using ML techniques.

data-visualization exploratory-data-analysis jupyter-notebook kaggle-dataset terrorism-analysis

Last synced: 19 Oct 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 data-engineering-collection 678 awesome-interests 66 fucking-awesome-bigdata 414 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 588 Uncategorized 478 Python 375 Software packages 362 Literature and Media 348 UI Components 277 Tools 266 Table of Contents 232 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 136 数据可视化 133