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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/jabonsote/financial-anomaly-detection-with-deepseek-and-isolation-forest

๐Ÿš€ Financial Anomaly Detection with DeepSeek and Isolation Forest โ€“ A powerful, locally-run tool for detecting financial anomalies using Isolation Forest and DeepSeek LLM. Features AI-powered insights, interactive time-series visualization, and automated PDF audit reports. ๐Ÿ”๐Ÿ“Š

anomaly-detection chatbot data-visualization deepseek financial-analysis financial-data isolation-forest llm machienlearning ollama report-generator streamlit

Last synced: 12 Apr 2026

https://github.com/bhushan148/finance-domain-bank-loan-report-tableau

I analyzed ๐Ÿฆ bank loan data to reveal trends, KPIs, and insights. Using Tableau ๐Ÿ“ˆ for dashboards and SQL ๐Ÿ—ƒ๏ธ for data extraction, I visualized loan applications, borrower profiles, and repayment behaviors ๐Ÿ’ก.

bussiness-intelligence dashboard-design data-analysis data-visualization excel figma sql sqlqueries tableau

Last synced: 08 Apr 2025

https://github.com/nrobledosagredo/covid19-dashboard

Dashboard to visualize and compare COVID-19 cases across different countries over time.

data-visualization

Last synced: 11 Sep 2025

https://github.com/isaactrer/trading-gpt

TradeGPT is an intelligent trading bot built with ChatGPT and AI to automate and optimize trading strategies. It analyzes market data, predicts trends, and executes trades in real-time, providing traders with tools to enhance efficiency and profitability.

ai-trading algorithmic-trading automated-trading backtesting chatgpt crypto-trading data-visualization financial-analysis machine-learning market-data openai portfolio-management real-time-data risk-management sentiment-analysis stock-market technical-indicators trade-execution trading-strategies

Last synced: 25 Mar 2025

https://github.com/h-sutiwas/r2de-2025

This repository is related to the Road To Data Engineer Bootcamp by DataTH. It contains all related coursework, some mini projects and other resources within the field of Data Engineering.

data data-engineering data-visualization docker gcp pipeline spark

Last synced: 30 Apr 2026

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/aykutsp/world-infrastructure-data-hub

Interactive world map of fuel prices, electricity, EV charging costs and CO2 emissions โ€” daily-refreshed open data pipeline.

choropleth climate-data co2-emissions data-visualization electricity-prices energy-data ev-charging fuel-prices github-actions leaflet open-data react sustainability typescript vite world-map

Last synced: 05 Apr 2026

https://github.com/joaopalmeiro/vscode-altair-snippets

A VS Code extension for scaffolding Altair charts for data visualization.

altair data-visualization python vscode vscode-extension vscode-snippets

Last synced: 09 May 2026

https://github.com/samwhaaa/da_portfolio

Showcasing some of my Data Analytics projects

data-analysis data-analytics data-visualization jupyter jupyter-notebook python

Last synced: 01 Mar 2025

https://github.com/natanast/30daychartchallenge

This repository contains my contributions to the #30DayChartChallenge

30daychartchallenge data-science data-visualization data-viz

Last synced: 24 Mar 2025

https://github.com/robinmillford/cardiac-care-performance-dashboard

This project presents a comprehensive data analysis and interactive dashboard focused on Cardiac Surgery and Percutaneous Coronary Interventions (PCI) performance by hospital, spanning from 2008 onwards.

cardiac data-analysis data-visualization plotly-express streamlit-dashboard tableau tableau-public

Last synced: 07 Sep 2025

https://github.com/auliannee/customer-analysis-with-tableau

This repository contains the data source and the tableau workbook.

data-analysis data-visualization tableau

Last synced: 12 Mar 2026

https://github.com/as16082023/employee-survey-analysis

This project analyzes survey data from 1,500 employees to assess job satisfaction and engagement. Insights are summarized to help HR improve workplace culture and retention.

advanced-excel data-analytics data-visualization

Last synced: 21 Jan 2026

https://github.com/jakobtroidl/barrio

A visual tool to compare and analyze nanoscale brain structures.

comparison data-visualization neuroscience scientific-visualization

Last synced: 09 Apr 2026

https://github.com/fahadnasir13/financial-data-parser-application

โ€œFinancial Data Parser โ€“ Advanced Next.js & TypeScript app for parsing and visualizing complex financial datasets with confidence scoring and exportability.โ€

data-parsing data-visualization financial-parser framer-motion framer-motion-3d nextjsdata-parsing react-testing-library shadcn-ui

Last synced: 17 Jun 2026

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/m4tice/qm_project

Bicycle project crowd evaluation.

data-analysis data-engineering data-visualization

Last synced: 16 Mar 2025

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/satyam4229/prediction-of-different-diseases

Prediction of the different diseases with the help of different symptoms express the diseases in the real time. In the dataset, there are 132+ different symptoms on which the model is trained to give the best result of the disease.

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

Last synced: 13 Apr 2026

https://github.com/madhuresh2011/hr-analytics-using-power-bi

HR Analytics Dashboard, leveraging the power of Power BI to transform data into actionable insights.

analysis dashboard data-analytics data-visualization excel-dataset insights power-query powerbi

Last synced: 07 Jan 2026

https://github.com/ibttf/isolation-index

Independent research project tracking risk factors for social isolation in different US counties.

data-science data-visualization gis mapbox psychology react

Last synced: 13 Apr 2026

https://github.com/hari7261/data-visualization

Python-based application built using CustomTkinter for the graphical user interface (GUI) and Matplotlib for data visualization. It allows users to import datasets, perform real-time data visualization, and analyze data using various chart types and machine learning techniques.

data-analysis data-visualization export hari7261 import python realtime-visualization

Last synced: 17 Jun 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/beatussum/pmsexp

A software for recovering the position of an object in a video

cpp cpp17 data-visualization physics qt qt5 science utility video

Last synced: 17 May 2026

https://github.com/adesartika33/proyek-analisis-data-dataset-iris

Proyek ini bertujuan untuk menganalisis dataset Iris, salah satu dataset klasik dalam bidang Machine Learning dan Data Science. Dataset ini terdiri dari 150 sampel bunga Iris dari tiga spesies (Setosa, Versicolor, dan Virginica)

classification data-science data-visualization eda exploratory-data-analysis iris-dataset machine-learning python random-forest scikit-learn

Last synced: 06 May 2026

https://github.com/subratamondal1/heart-attack-prediction

Heart Attack Prediction of patients based on the required data. Data Ingestion - Data Preparation - Exploratory Data Analysis (EDA) - Modelling - Evaluation.

data-analysis data-science data-visualization kaggle-dataset machine-learning matplotlib-pyplot numpy pandas python3 scikit-learn seaborn

Last synced: 09 Apr 2026

https://github.com/aayushwankhade/z

z is a versatile programming language known for its simplicity and ease of use in developing web applications. With a strong focus on clean, readable code and efficient performance, z is ideal for both beginner and experienced developers looking to create high-quality software.

apache chatgpt data-engineering data-science data-visualization fish free game immutability machine-learning pattern-matching python statistics zwave

Last synced: 07 Sep 2025

https://github.com/deliprofesor/arrhythmia-classification-and-anomaly-detection

This project classifies arrhythmias and detects anomalies using machine learning and deep learning. It includes preprocessing the "INCART 2-lead Arrhythmia Database," feature engineering, KMeans clustering, Random Forest, IsolationForest, and an LSTM model for classification.

classification clustering data-science data-visualization deep-learning machine-learning

Last synced: 10 Apr 2025

https://github.com/lvsvendsen/shime-monitor-r

R script for visualizing pH and pump activity in SHIME gut microbiome experiments.

data-visualization microbiome r research-tool shime

Last synced: 13 Sep 2025

https://github.com/jansim/ridges

R package for downloading and visualizing topographical elevation data.

data-visualization geospatial r ridgeline

Last synced: 02 Mar 2025

https://github.com/tetchen9/mapa

A map of a trip to Europe. Using d3.js, Eurostat dataset in GeoJSON.

cartography d3 d3-visualization data-visualization eurostat-data geojson maps typescript

Last synced: 06 May 2026

https://github.com/vikpires/ds_tips-dataset

Projeto individual do bootcamp de ciรชncia de dados avanti 2024.2, com o objetivo de analisar e observar padrรตes no conjunto de dados "Tips".

data-analysis data-science data-visualization exploratory-data-analysis jupyter-notebook matplotlib numpy pandas python seaborn tips

Last synced: 17 Sep 2025

https://github.com/sahilmate/ebm-breast-cancer-classifier

This repository implements an Explainable Boosting Machine (EBM) model for breast cancer classification using scikit-learn and interpret. The project includes data preprocessing, model training, accuracy evaluation, and feature importance visualization.

breast-cancer-classification data-visualization explainable-boosting-machine feature-importance interpret machine-learning scikit-learn

Last synced: 06 May 2026

https://github.com/bartosz-ziolkowski/social_data

Data analysis of San Francisco's crime data set from 2003 to 2018

data-science data-visualization jupyter-notebook numpy pandas python

Last synced: 06 May 2026

https://github.com/mattsebastianh/Making-a-Visual-Argument

Data Visualization with Matplotlib | Making a Visual Argument in Matplotlib

data-visualization matplotlib python

Last synced: 18 Jun 2026

https://github.com/freya135/personal-finance-manager

This project is a web-based personal finance manager dashboard built using Next.js and Vercel PostgreSQL. The dashboard aggregates essential financial data to help users track metrics like profits, sales, and customer activity, and it provides easy-to-read visualizations to support data-driven decision-making.

data-visualization nextjs personal-finance-manager postgresql vercel webdashboard

Last synced: 13 Apr 2026

https://github.com/yuchenq/comp90055-project

This is the lastest version of my project belong to Comp90055.

couchdb crawler data-visualization python3 textblob tweepy

Last synced: 16 Jul 2025

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

ๆœฌ้กน็›ฎๆ˜ฏไธ€ไธช็ปผๅˆๆ€ง็š„ๅคงๆ•ฐๆฎไธŽๆœบๅ™จๅญฆไน ๅฎž้ชŒๅนณๅฐ๏ผŒๅŒ…ๅซไธคไธชไธป่ฆไปปๅŠก๏ผŒๆฏไธชไปปๅŠกๆถต็›–ไธ‰ไธชๅ…ณ้”ฎๆŠ€ๆœฏๆจกๅ—๏ผšๅคงๆ•ฐๆฎๅค„็†ใ€ๆ•ฐๆฎๅˆ†ๆžๅ’Œๆœบๅ™จๅญฆไน ใ€‚้กน็›ฎๅŸบไบŽ็œŸๅฎž็š„็ซž่ต›่ฎพ่ฎก๏ผŒๆไพ›ๅฎŒๆ•ด็š„ๆ•ฐๆฎๅค„็†ๆจกๆ‹Ÿๅ’Œๅปบๆจกๅฎž่ทตใ€‚

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

Last synced: 03 May 2026

https://github.com/ireneflorez/exploration_r

Data exploration on the 'White Wine Quality' dataset using R

data-analysis data-visualization r

Last synced: 16 Jun 2026

https://github.com/annaanastasy/regression-project-flood-prediction

This project uses machine learning regression models to predict flood risks based on environmental and historical data, employing techniques such as linear regression, polynomial regression, SGDRegressor, and XGBoost for accurate flood prediction.

data-preprocessing data-science data-visualization feature-engineering machine-learning-algorithms regression xgboost-regression

Last synced: 05 Apr 2025

https://github.com/annaanastasy/clustering-fish-species

A comprehensive project demonstrating the use of various clustering techniques to analyze and group fish data effectively.

clustering-algorithm data-science data-visualization machine-learning-algorithms unsupervised-clustering unsupervised-machine-learning

Last synced: 05 Apr 2025

https://github.com/farzeennimran/moon-phases-prediction-using-ai

Deep learning model that predicts the phase of the moon ๐ŸŒ’๐ŸŒ“๐ŸŒ”๐ŸŒ•๐ŸŒ–๐ŸŒ—๐ŸŒ˜

artificial-intelligence cnn cv2-library data-science data-visualization deep-learning keras matplotlib numpy opencv predictive-modeling python tensorflow

Last synced: 07 Apr 2026

https://github.com/another-guy/use-d3

React hooks for D3.js data visualization library.

d3 d3js d3js-hook d3js-hooks data-visualization data-viz react react-hook react-hooks reactjs

Last synced: 16 Jan 2026

https://github.com/shubhammittal-data/sales-customer_dashboard_tableau

An interactive Tableau project showcasing advanced data visualization techniques for sales performance and customer analytics. This dashboard provides key business insights using KPIs, trend analysis, and customer segmentation. Designed for executives, sales managers, and marketing teams to drive data-driven decision-making.

customer-behavior-analysis customer-segmentation data-analysis data-visualization product-analytics sales-analysis tableau tableau-dashboards tableau-public

Last synced: 07 Mar 2026

https://github.com/azaz9026/loan_approval_prediction

Welcome to the Loan Approval Prediction repository! This project aims to build a predictive model that can determine whether a loan application should be approved or denied based on various features. Purpose The goal of this repository is to develop a machine learning model that can accurately predict loan approval decisio

data data-analysis data-visualization eda machine-learning numpy pandas python statistics

Last synced: 06 Apr 2026

https://github.com/jlee9503/defense-risk-prediction

Build a machine learning pipeline that ingests defense procurement data, identifies high-risk contracts, and visualizes the results in an interactive dashboard.

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

Last synced: 25 Jan 2026

https://github.com/lewismakau/portfolio-projects

This repository contains file data and SQL files for projects used for my Portfolio.

data-analysis data-cleaning data-structures data-visualization database google-analytics microsoft-sql-server mysql powerbi tableau

Last synced: 02 Apr 2026

https://github.com/chahelgupta/fitness-data-analysis-r-project

This project focuses on analyzing fitness data collected from various tracking devices to gain insights into users' activity levels, sleep patterns, calorie expenditure, and heart rate. The dataset used in this project consists of multiple CSV files, each containing different aspects of fitness-related data.

data-analysis data-cleaning data-exploration data-science data-visualization r r-language r-programming r-studio

Last synced: 18 May 2026

https://github.com/prakharagr2001/whatsappchatanalyzer

WhatsAppChat Analyzer is a Python-powered website leveraging the capabilities of NumPy, Pandas, and Streamlit. It provides comprehensive analysis of WhatsApp conversations, extracting valuable insights and statistics for a user-friendly interpretation of chat data.

chat-analysis data-visualization numpy pandas python streamlit whatsapp-chat

Last synced: 20 Jan 2026

https://github.com/singhdivyank/visualization

Wrangling NYPD data and visualising using graphs and maps in Python, Tableau, and R

data-visualization data-wrangling geopandas ggplot2 plotly pygwalker

Last synced: 13 Jun 2026

https://github.com/majajuri/vizualizacija-podataka

Labosi iz predmeta Vizualizacija podataka (FER)

d3js data-visualization jupyter-notebook tableau

Last synced: 05 Apr 2025

https://github.com/smahala02/materials-science-data-analysis

Analysis of diffraction and spectrum data in materials science using Python for data visualization and interpretation.

data-visualization diffraction-analysis materials-science python spectrum-analysis

Last synced: 18 May 2026

https://github.com/jigyasag18/data-analysis-using-ms-excel

This project is on analyzing real-time data from Ambuvians Healthcare, a health products startup. It included data cleaning, such as removing duplicates and addressing missing values, followed by analyses to reveal insights into sales trends, customer demographics, and purchasing behaviors. Visualizations in MS-Excel including bar and pie charts.

analysis data data-visualization dataanalysis datacleaning datapreprocessing dataset msexcel visualization

Last synced: 07 Mar 2026

https://github.com/jigyasag18/amazon-power-bi-dashboard

The Amazon Power BI Dashboard Project repository provides an interactive analytics dashboard for visualizing and analyzing sales performance across various product categories within Amazon's ecosystem. Utilizing comprehensive sales data, it empowers stakeholders with actionable insights to enhance decision-making and improve business strategies.

data data-visualization dataanalysis dataanalytics dataset datasets datavisualization-project powerbi powerbi-report powerbi-visuals powerbidashboard

Last synced: 07 Mar 2026

https://github.com/yusuf4030/the-data-analyst-toolkit

๐Ÿ“Š Explore essential data analysis tools organized by role and task, empowering users from students to professionals with quick access to valuable resources.

budget budget-management business-intelligence charts cookbook cureated-list data data-analysis-python data-visualization internet-of-everything internet-of-transport large-language-models nse open-source python selenium stock-market traffic-analysis

Last synced: 18 May 2026

https://github.com/as16082023/data-professional-survey-breakdown-

Created a dashboard to visualize survey data of data professionals

alex-the-analyst dashboard data-visualization guided-project power-bi power-query

Last synced: 20 Mar 2026

https://github.com/andersoncrs/clasificacion_diabetes_analisis_exploratorio_de_datos

Este proyecto aplica tรฉcnicas de anรกlisis exploratorio de datos y algoritmos de clasificaciรณn para predecir la presencia de diabetes a partir de informaciรณn mรฉdica.

data-visualization logistic-regression machine-learning medical-data notebook python

Last synced: 15 May 2026

https://github.com/sevilaymuni/project-no.2-pandas-tableau-student-mobility

Pandas assisted Feature Engineering on Study Mobility: Tableau Dashboards on Students' Preferences

data-analysis data-extraction data-visualization feature-engineering pandas python tableau-dashboards tableau-desktop tableau-public

Last synced: 03 May 2026

https://github.com/lparham2/factors-driving-ev-adoption-charging-station-deployment

This project explores factors driving EV adoption and charging station deployment using Python-based data analysis. It examines sales trends, infrastructure growth, and socioeconomic influences to uncover key insights. The goal is to aid policymakers and businesses in optimizing EV infrastructure and accelerating sustainable transportation.

data-analysis data-visualization electric-vehicle-charging-station electric-vehicles powerpoint-presentations python

Last synced: 18 May 2026

https://github.com/aidanv22/kagglecompetitions2024

These are coding projects I worked on during my 2024 Fall Semester. Each of these was ranked either in the 18pt or 20pt benchmark.

data-visualization data-wrangling dplyr embeddings feature-engineering feature-selection linear-regression logistic-regression models pca-analysis r xgboost

Last synced: 06 Apr 2025

https://github.com/neuraladitya/polynomial_regression_c

A high-performance polynomial regression implementation in pure C with gradient descent optimization and visualization support.

algorithm-implementation c-programming csv-processing data-science data-visualization high-performance-computing machine-learning numerical-computing polynomial-regression regression-analysis

Last synced: 05 Apr 2025

https://github.com/zeh237/superstore-data-analytics

This is a Flask based data analytics project based on the superstore dataset using flask, pandas, sql and python

analytics data data-analysis data-science data-visualization flask python superstore

Last synced: 04 May 2025

https://github.com/ayax537/codsoft-task2

Second task on CodSoft Internship Transaction Fraud Detection! During my CodSoft internship, I worked on a challenging project focused on detecting fraudulent credit card transactions

data-modelling data-visualization eda machine-learning model-evaluation

Last synced: 29 Oct 2025

https://github.com/sean-doody/gmu-chss-degrees

Analysis of labor market outcomes for humanities and social science college degree holders.

data-visualization r statistics

Last synced: 05 Jul 2025

https://github.com/deliprofesor/customerseg-customer-segmentation-and-shopping-analysis

This project performs data exploration, segmentation, and modeling of wholesale customer data using clustering algorithms, PCA, and decision trees to analyze purchasing behavior and predict customer channel preferences.

clustering customer-segmentation data-analysis data-visualization dbscan decision-tree gmm kmeans machine-learning pca

Last synced: 24 Jun 2025

https://github.com/lucs1590/triathlon-dashboard

This is a repository that shows some graphics and makes a dashboard related to triathlon data.

angular dashboard data-visualization data-viz graphs plotly plotly-dash plotlyjs storytelling triathlon

Last synced: 12 May 2026

https://github.com/dkoh2018/car_shopping

A car price analysis tool with brand comparisons, trend tracking, and interactive visualizations. Built with Python and Streamlit

automotive car-market data-visualization price-analysis price-tracker python streamlit web-scraping

Last synced: 18 May 2026

https://github.com/parvatijay2901/homelessness-in-the-us

Data511: Data Visualization for Data Scientists (Final Project)

data-visualization python tableau

Last synced: 18 May 2026

https://github.com/gui-sitton/games

Identify patterns that determine whether a game is successful or not. This will allow you to identify potential big winners and plan advertising campaigns.

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

Last synced: 18 May 2026

https://github.com/adhit-r/holocron

A 3D Star Wars universe explorer. Galaxy, timeline, Force-lineage, datapad โ€” one selection drives all four. Next.js + R3F + Tailwind. Real public data, no backend.

3d data-visualization embeddings force-graph good-first-issue interactive knowledge-graph nextjs react react-three-fiber semantic-search shaders star-wars tailwindcss threejs transformers-js typescript webgl webgpu wookieepedia

Last synced: 18 May 2026

https://github.com/kevinwood15/python_twitter_datawrangling_project

The main objectives of this project is to wrangle (clean) and analyze twitter data. I deal with some messy data, clean it, then plot some visualizations of the data to analyze it.

cleaning-data data-science data-visualization python wrangling-data

Last synced: 18 May 2026

https://github.com/sanatladkat/superstore-dashboard

This repository contains a PowerBI dashboard analyzing sales data. The dataset provides insights into various aspects such as sales performance, profitability, customer segments, and regional trends. The dashboard was created to facilitate a clear understanding of key metrics and to guide decision-making processes.

analytics data-visualization powerbi

Last synced: 08 Apr 2026

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 awesome-interests 66 fucking-awesome-bigdata 414 awesome-visual-analytics-healthcare 83 datatools 61 awesome-dataviz 34 awesome-vega 40 awesome-interactive-earth-viz 60 creative-coding-resources 48 awesome-react-components 556 awesome-nsw-open-data 118
Data visualization Categories
The Data Science Toolbox 604 Uncategorized 530 Software packages 402 Literature and Media 384 Python 374 UI Components 278 Tools 274 Table of Contents 226 Learning Resources 211 Machine Learning 205 Books 202 Data and models 202 Training Resources 201 Plot layers 196 ๆ–‡ๆœฌๆ•ฐๆฎๅ’ŒNLP 190 Software list 189 Data Visualization 162 Deep Learning Framework 150 Other Awesome Lists 136 ๆ•ฐๆฎๅฏ่ง†ๅŒ– 133