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/cr2007/d3js-us-electric-vehicle-dashboard

D3.js Interactive Visualization Dashboard - US Electric Vehicle Population

d3-js dashboard data-visualization electric-vehicles interactive-visualizations tesla

Last synced: 15 Mar 2025

https://github.com/samanhur/data_visualization_pcc

First experiences in data visualization with python

data-analysis data-science data-visualization python3

Last synced: 23 Mar 2025

https://github.com/felinjob/ibm-applied-data-science-capstone

Este projeto, parte da especialização IBM Data Science Professional Certificate, prevê o sucesso do pouso do Falcon 9 da SpaceX. Usando dados da API da SpaceX e Web Scraping, o projeto inclui análise de dados e Machine Learning para gerar insights sobre os lançamentos.

data-analysis data-science data-visualization ibm jupyter-notebook machine-learning numpy pandas python scikit-learn seaborn sql

Last synced: 11 Apr 2026

https://github.com/miteshgupta07/streamlit-machine-learning-app

A Streamlit application for interactive exploratory data analysis (EDA) and data visualization, offering dynamic tools to analyze and visualize machine learning datasets.

data-visualization python streamlit

Last synced: 27 Apr 2026

https://github.com/azaz9026/myntra_review_project

Myntra Scraper Project Project Overview: The Myntra Scraper Project is designed to extract product data from the Myntra website. This tool enables users to gather information such as product names, prices, descriptions, ratings, and images for analysis, comparison, or personal use.

data-science data-structures data-visualization filesystem github mogodb mogoose python3 strreamlit web-scraping

Last synced: 10 Apr 2026

https://github.com/allanreda/telco-customer-churn-predictor-app

A web-based machine learning application that predicts customer churn using a logistic regression model. Built with Scikit-Learn for model training, Gradio for the user interface, and deployed on Google Cloud App Engine. The app allows users to input customer data and receive predictions on churn risk to support business decision-making.

app-engine data-visualization deployment google-cloud gradio hyperparameter-tuning logistic-regression machine-learning numpy pandas scikit-learn

Last synced: 16 Apr 2026

https://github.com/27ahmad/heart-disease-diagnostic-eda

This project conducts Exploratory Data Analysis on a dataset related to heart diagnostic disease, aiming to derive valuable insights from the analysis.

data-analysis data-visualization pandas python

Last synced: 06 May 2026

https://github.com/andersoncrs/analisis_exploratorio_de_datos-eda-_rendimiento_estudiantil

Este análisis exploratorio de datos (EDA) realizado sobre el conjunto de datos de rendimiento estudiantil tiene como objetivo identificar y comprender los factores que influyen en el desempeño académico de los estudiantes. A través de la limpieza, transformación y visualización de datos, se busca descubrir patrones y relaciones significatvas.

data-analysis data-exploration data-exploration-and-preprocessing data-visualization seaborn

Last synced: 30 Mar 2025

https://github.com/abhinavbammidi1401/covid-19_analytics

A very comprehensive notebook of statistical models to analyze Covid-19 data and visualization.

analytics covid-19 data-analysis-python data-analytics data-science data-visualization jupyter-notebook predictive-modeling python

Last synced: 19 May 2026

https://github.com/lucertgvby/phat

Graphical PowerShell application designed to help investigators, security analysts, and IT professionals examine email headers for signs of phishing or spoofing. The tool parses headers from .eml and .msg files, highlights important fields, and provides insights into SPF, DKIM, and DMARC results.

data-visualization dimensionality-reduction distributed-computing hashcracking led-matrix-displays mqtt off-chain-compute phala phat raspberry-pi-library single-cell srp-phat unsupervised-learning visualization

Last synced: 21 May 2026

https://github.com/trimoyee-g/phishing-site-predictor

A phishing site prediction model using scikit-learn's Random Forest Classifier, achieving high accuracy and gaining insights into website characteristics.

data-visualization machine-learning python random-forest-classifier scikit-learn

Last synced: 11 Apr 2026

https://github.com/mitgar14/etl-workshop-1

Workshop #1 (Data Engineer) for the ETL course using Pandas, Matplotlib, SQLAlchemy and Power BI for the creation of the dashboard.

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

Last synced: 11 Apr 2026

https://github.com/jeffbla/image-and-porosity-analysis-by-dash-plotly

This app uses Dash to explore core data. Compare images in the first row and interact with a line chart in the second row. Hovering reveals details, and clicking updates the images to match the selected data point.

dashboard data-visualization dicom-images interactive-visualizations plotly-dash xct

Last synced: 21 Jul 2025

https://github.com/sanad343/complete-data-analyst

Data analysis is the process of turning raw data into useful information for decision-making.

data data-visualization datamanipulation eda excel exploratory-data-analysis powerbi python-3 sql tableau

Last synced: 30 Jun 2025

https://github.com/asuquoaa/bar_chart_visualization_with_confidence_intervals_and_interactive_slider

This project visualizes probabilistic data using bar charts with 95% confidence intervals, allowing users to explore deviations from a Value of Interest (V of I) interactively.

data-visualization interactive-visualizations statistics

Last synced: 01 Sep 2025

https://github.com/haonamnguyen/costumer-shopping-trends-analysis

This project analyzes a synthetic dataset of customer shopping behavior to see key trends and insights. Using SQL and Tableau, the analysis focuses on customer demographics, purchase patterns, and preferences, including age distribution, payment methods, shipping types, and top product categories.

data-analysis data-visualization sql tableau

Last synced: 05 Jan 2026

https://github.com/mcommer/emtools

A toolbox for geophysical EM-simulation data- and model-file processing, analysis, plotting, and other gimmicks

data-visualization electromagnetics geophysics plotting-scripts shell-scripts

Last synced: 30 Jun 2025

https://github.com/khushi-sabarad/adinsights_dashboard

AdInsights Dashboard: An interactive web dashboard built with Python (Flask, Pandas, Plotly) to visualize and analyze digital advertising performance. Allows filtering by gender, ad type, and location for detailed insights

ad-performance advertising dashboard data-analysis data-visualization flask pandas plotly python web-application

Last synced: 01 May 2026

https://github.com/vedantshi/coffee-sales-dashboard

This project analyzes coffee sales data using Excel, featuring data cleaning, trend analysis, and an interactive dashboard. Key insights highlight top-performing products, regional sales trends, and seasonal patterns. Recommendations focus on marketing strategies and inventory optimization. Future plans include Power BI integration for visuals.

business-insights data-analysis data-visualization excel-dashboard pivot-tables sales-trends

Last synced: 05 Jan 2026

https://github.com/samjoesilvano/adventureworks_sales_performance_dashboard

Createed an interactive 4-page dashboard for AdventureWorks that visualizes key sales metrics—including revenue, profit, orders, and return rates—across 2020 to 2022. Featuring dynamic geographic analysis and detailed customer insights, this dashboard empowers data-driven decision-making and enhances business performance.

business-intelligence data-analysis-python data-analytics data-driven-decisions data-modeling data-visualization geographic-analysis interactive-dashboards kpi-metrics powerbi sales-performance-analysis

Last synced: 05 Jan 2026

https://github.com/tsopermon/comparison-ml-algorithms

This repository compares the performance of Adaline, Logistic Regression, and Perceptron models on binary classification tasks using linearly, non-linearly, and marginally separable datasets from the Iris dataset. It includes MATLAB implementations, 10-fold cross-validation, and visualizations of decision boundaries and MSE histories.

adaline binary-classification classification-accuracy cross-validation data-visualization decision-boundaries iris-dataset logistic-regression machine-learning matlab mse neural-networks perceptron

Last synced: 15 Mar 2025

https://github.com/jleung51/visualizations

Javascript & D3.js visualizations of data.

d3js data-visualization javascript

Last synced: 27 Mar 2025

https://github.com/upes-open/open-cryptocurrency-analysis

A web app to visualise and predict the cryptocurrency’s impact by using Web scraping, data exploration, EDA and Data Visualization.

analysis cryptocurrency data-analysis data-science data-visualization jupyter-notebook streamlite visualization

Last synced: 15 Apr 2025

https://github.com/yaser-123/energy-consumption-dashboard

A Power BI dashboard to analyze energy consumption for water, gas, and electricity across cities and buildings. Features include interactive charts, drill-down insights, and dynamic filters for easy monitoring and optimization.

dashboard data-analysis data-analytics data-visualization energy-consumption energy-efficiency powerbi

Last synced: 05 Jan 2026

https://github.com/pekiiipy/credit-card-fraud-detection

🔍 Detect credit card fraud efficiently using advanced machine learning techniques, achieving high accuracy rates on a large dataset of transactions.

adasyn anomaly-detection class-imbalance credit-card-fraud data-visualization fraud fraud-detection frauddetection kaggle keras logistic-regression plotly-python postgresql random-forest scikit-learn tensorflow tree-model xgboost

Last synced: 11 Apr 2026

https://github.com/karo23361/toy-store-kpi-power-bi

PowerBI Portfolio Project

csv data data-visualization powerbi

Last synced: 03 Feb 2026

https://github.com/carmendev/covid-19-tracker

Data visualization React.js project deployed with Firebase. Daily statistics about current, recovered and closed cases coming from an API.

data-visualization firebase numeral reactjs

Last synced: 11 Apr 2026

https://github.com/rakeshdabbikar4/sales-performance-dashboard-powerbi

Interactive Sales Performance Dashboard built using Power BI to analyze revenue, orders, profit, trends, and regional performance.

business-analytics business-intelligence data-analytics data-visualization dax powerbi sales-dashboard

Last synced: 13 Jan 2026

https://github.com/pat8901/diskanalyzer-cli

Processes a pdf file holding storage utilization data to automatically create graph visualizations revealing the true demographics hidden in large data.

data-visualization graphs-generation matplotlib

Last synced: 27 Dec 2025

https://github.com/syarwinaaa09/hypothesis-testing-with-mens-and-womens-soccer-matches

a data-driven exploration of international men's and women's football (soccer) match results using Python

data-analysis data-visualization football jupyter-notebook men-vs-women pandas python soccer sports-analytics visualization

Last synced: 05 May 2026

https://github.com/navp7/roadaccident_powerbi

An interactive Power BI dashboard designed to analyze road accident data

dashboards data-analysis data-visualization powerbi

Last synced: 19 Mar 2026

https://github.com/apelullo/cobalt_health_wellness_platform_ops

Cobalt is a mental health and wellness platform created for Penn Medicine employees that serves as a hub for support services such as therapy, wellness coaching, topic- and population-specific group sessions, and a variety of self-help resources.

academic-research data-cleaning-pipeline data-validation data-visualization decision-support feature-development healthcare-data hipaa key-performance-metrics mental-health-services operations-research product-analytics reporting-pipeline

Last synced: 23 Mar 2025

https://github.com/gunjanmimo/d3-visualization

D3.js is a JavaScript library for producing dynamic, interactive data visualizations in web browsers. It makes use of Scalable Vector Graphics, HTML5, and Cascading Style Sheets standards. It is the successor to the earlier Protovis framework

d3js data data-science data-visualization reactjs

Last synced: 29 Apr 2026

https://github.com/sayamalt/taxi-trip-fare-prediction

Successfully created a machine learning model which can accurately predict the fare of a taxi trip based on several features such as trip duration, tip amount, etc.

cross-validation data-exploration-and-preprocessing data-visualization exploratory-data-analysis feature-engineering hyperparameter-optimization machine-learning model-deployment model-selection model-training-and-evaluation regression-modelling

Last synced: 09 Nov 2025

https://github.com/sayamalt/credit-card-approval-prediction

Successfully developed a machine learning model which can accurately predict up to 100% accuracy whether a credit card application of a given applicant would be approved or not, based on several demographic features such as applicant age, total income, marital status, total years of work experience, etc.

binary-classification cicd-deployment cross-validation data-exploration-and-preprocessing data-visualization exploratory-data-analysis feature-engineering hyperparameter-optimization machine-learning model-deployment model-retraining model-selection model-testing model-training-and-evaluation

Last synced: 09 Nov 2025

https://github.com/sayamalt/twitter-sentiment-analysis

Successfully established a machine learning model which can accurately classify the sentiment of any particular tweet into either positive, negative or neutral category.

data-visualization exploratory-data-analysis nlp sentiment-analysis supervised-learning text-processing

Last synced: 09 Nov 2025

https://github.com/sayamalt/customer-churn-prediction

Successfully established a machine learning model which can predict whether any given customer currently utilizing the products and services offered by a company will churn at anytime in the future or not, depending upon a set of unique features/characteristics pertaining to that specific individual, to a great level of accuracy.

classification data-visualization exploratory-data-analysis feature-engineering hyperparameter-tuning model-deployment model-evaluation model-optimization model-training supervised-machine-learning

Last synced: 09 Nov 2025

https://github.com/eslamdyab21/data-visualization-using-matplotlib-and-seaborn

This is the last project in the nanodegree udacity program. it's about data visualization.

data data-analysis data-visualization matplotlib pandas python seaborn udacity udacity-data-analyst-nanodegree

Last synced: 09 May 2026

https://github.com/thenorthkun/movies-dataset-analysis

Analysis & categorizing of Movies based on Actors, Genres, Gross covered etc 🦸🏼🧜🏼‍♀️🎧

data-analysis data-visualization filtering

Last synced: 23 Mar 2025

https://github.com/anurag-kumar-molankala/sales-performance-dashboard

A Power BI dashboard that analyzes sales trends, product performance, customer segmentation, and payment distribution. It uses DAX, time intelligence, and interactive visuals for data-driven insights. The model includes Sales, Product, and Customer tables for in-depth analysis.

dashboards data-analysis data-visualization dax dax-functions dax-measures dax-query etl-process powerbi powerbi-visuals powerquery sql-query sql-server

Last synced: 03 Apr 2025

https://github.com/nel-zi/nuga_bank

Developed an automated data exploration and cleaning pipeline for Nuga Bank to streamline data preparation, ensure consistent data quality, and normalize datasets into structured databases for efficient analysis and reporting.

data data-automation data-visualization datacleaning datatransformation etl-automation etl-pipeline

Last synced: 16 May 2025

https://github.com/debjyotisaha/power-bi-projects-phase-1

Portfolio projects related to data visualisation in Power BI

data-analysis data-visualization dax-expression powerbi powerquery

Last synced: 18 Jan 2026

https://github.com/nimomach/skateboarding-in-olympics

Skateboarding made its debut in Olympics at the 2020 Summer Olympics. This is a dashboard focused on "Skateboarding in the Olympics" representing a comprehensive overview of the sport's performance, popularity, and key metrics during the Olympic Games.

data-analysis data-visualization olympics paris skateboarding tokyo

Last synced: 10 Mar 2026

https://github.com/adamouization/python-machine-learning-data-science-notes

:orange_book: Jupyter notebooks containing useful Python code and notes for general Machine Learning and Data Science projects.

data data-science data-visualization guide jupyter jupyter-notebook machine-learning matplotlib notes numpy pandas pandas-dataframe python seaborn

Last synced: 11 Apr 2026

https://github.com/sehaj003/telco-churn-analysis

This repository contains files (dataset and Jupyter codebooks) for a project aimed to build machine learning models to predict customer churn based on given parameters.

data-science data-visualization exploratory-data-analysis machine-learning machine-learning-models predictive-modeling principal-component-analysis python

Last synced: 20 May 2026

https://github.com/mithoon278/us-visa-approval-prediction-mlops-project

This project presents a ML based solution using ML Algorithm to predict which visa applications will be approved and thus recommend a suitable profile for applicants whose visa have a high chance of approval.

aws classification data-visualization ec2-instance exploratory-data-analysis feature-engineering hyperparameter-tuning machine-learning random-forest-classifier s3-bucket

Last synced: 11 Apr 2026

https://github.com/salma-mamdoh/investigating-netflix-movies-and-guest-stars-in-the-office

My Project to learn the Basics of Analysis & Visualization on DataCamp

data-analysis data-visualization datacamp matplotlib pandas python

Last synced: 11 Apr 2026

https://github.com/ledsouza/dataviz_vendas_lojas

Projeto de visualização de dados para realizar comparações e distribuições

data-science data-visualization matplotlib pandas pyplot python seaborn vitrinedev

Last synced: 11 Apr 2026

https://github.com/pythoncoderunicorn/gi-joe

Dataset for GI Joe action figures from 1980s & 1990s. My dataset for TidyTuesday

data-science data-visualization gi-joe r toy-project

Last synced: 27 May 2026

https://github.com/shafaq-aslam/data-analytics-dairy

A comprehensive repository for Data Analytics learning and projects. It includes MySQL, Python, Power BI, Tableau, and Excel. The goal is to analyze data, generate insights, and create compelling visualizations for real-world datasets.

data-analysis data-visualization excel excel-based-data-analysis powerbi python-scripts sql sql-queries sql-queries-for-data-manipulation sql-query-for-data-visualization tableau

Last synced: 20 Jan 2026

https://github.com/jimohola/streamlit_ml

How to build a Web App using Streamlit for Machine Learning Algorithms

data-visualization exploratory-data-analysis machine-learning streamlit webapp

Last synced: 09 May 2026

https://github.com/hfzdzakii/dicoding-solvinghrproblem

This repo is a master submission for my Dicoding Final Project. Employee Attrition & Performance Dataset was being used to fulfill the submission. Feel free to explore and I hope my work give you some insight!

data-analysis data-visualization

Last synced: 16 May 2025

https://github.com/fbarffmann/tornado-damage-dashboard

Built a Flask dashboard visualizing 1,000+ US tornadoes from 2023 using Leaflet.js and MongoDB. Interactive maps show tornado magnitude, damage, and frequency.

api data-visualization flask geospatial leaflet mongodb pandas python tornado-dashboard

Last synced: 11 Apr 2026

https://github.com/trim0500/fe-stats-classifier

An experiment to create a machine learning model via PyTorch to classify select Fire Emblem unit base stat distributions.

creational-patterns data-analysis data-science data-visualization design-patterns excel jupyter jupyter-notebook matplotlib-pyplot numpy pandas python python-modules python3 pytorch singleton

Last synced: 11 Apr 2026

https://github.com/hemangsharma/dataanalysis

This repo contains analysis like a dashboard and time series forecast on NASDAQ data

analysis data data-analysis data-visualization python

Last synced: 10 Mar 2026

https://github.com/riju18/data-analysis-and-visualizaton

Most complex data analyzing for clustering, preparing, complex calculation, joining, cross-over & more for Data science.

data-analysis data-mining data-science data-visualization powerbi tableau

Last synced: 04 Jan 2026

https://github.com/ledsouza/curso_de_estatistica_parte_3

Projeto de curso de estatística sobre distribuições e teste de hipósteses

data-science data-visualization pandas scipy seaborn statsmodels vitrinedev

Last synced: 29 Apr 2026

https://github.com/cube-m4st3r/sphere.discord-bot

The main discord frontend project for sphere, designated for general purpose commands and visualization.

data-visualization discord-bot discord-py discord-py-bot python3

Last synced: 16 Jan 2026

https://github.com/fatihilhan42/eda-spacex-launches-falcon9-and-falcon-heavy

In this project, we analyze the space flight data of Spacex space research company Falcon 9 rocket.

data-analysis data-science data-visualization eda elonmusk spacex

Last synced: 23 Mar 2025

https://github.com/justus-coded/justus_portfolio

This repository serves as my data science portfolio, which contains all my projects

data-preprocessing data-visualization exploratory-data-analysis predictive-analysis

Last synced: 10 Mar 2026

https://github.com/vishwas-r/canvasjs-data-parser

CanvasJS Data Parser - Parse Data to CanvasJS accepted Format

canvasjs charts data-parser data-visualization javascript

Last synced: 31 Mar 2025

https://github.com/batthulavinay/which-anime-dominates-the-world

This Kaggle notebook analyzes the global popularity of anime across different countries. Using data visualization and statistical insights, we explore which anime dominate in various regions and uncover trends in global anime consumption.

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

Last synced: 24 Mar 2025

https://github.com/ishmal793/dashboard-cms-

streamlit_dashboard (content management system ) both for compliance and violation option

data-visualization streamlit streamlit-dashboard

Last synced: 02 Sep 2025

https://github.com/walid0912/rfm_analysis

RFM Analysis is employed to comprehend and categorize customers according to their purchasing patterns. RFM, an acronym for recency, frequency, and monetary value, comprises three essential metrics that offer insights into customer involvement, allegiance, and significance to a business.

data-analysis data-visualization python rfm-analysis

Last synced: 02 Sep 2025

https://github.com/carlosagalicia/sars-cov-2-variant-analysis

The project includes data visualization, variant sequence analysis, and a report detailing the spread and characteristics of COVID-19 variants worldwide.

biostrings data-science data-visualization ggplot2 r

Last synced: 03 Mar 2025

https://github.com/ascender1729/sentitweet

SentiTweet: Advanced sentiment analysis tool using AWS Comprehend and TextBlob. Analyze text sentiment via CLI or web interface with visualizations.

aws-comprehend cli-tool data-visualization machine-learning natural-language-processing python sentiment-analysis text-analysis textblob web-application

Last synced: 31 Mar 2025

https://github.com/devoloper-1/retailpulse

A dynamic data visualization dashboard analyzing global supermarket trends, competitors, and market insights

amcharts5 bootstrap css data-visualization database flask html javascript pandas python sqlalchemy sqlite tailwind-css walmart

Last synced: 11 Apr 2026

https://github.com/rios0rios0/investmate

Go-based application designed to scrape and analyze ETF (Exchange-Traded Fund) data, focusing on dividend cash amounts, average closing prices, and dividend yields over a specified number of years. The application uses the colly library for web scraping and the tablewriter library for displaying the data in a formatted table.

crawling data-visualization etf-investments financial-analysis golang

Last synced: 23 May 2026

https://github.com/matthewdeanmartin/sparkle_log

Write a spark line graph of CPU, Memory, etc to the python log

cpu data-visualization logging memory performance-monitoring python sparkline

Last synced: 04 Feb 2026

https://github.com/rgzafra11/excel_sales_analytics

# Excel_Sales_Analytics📊 This repository contains a comprehensive business intelligence report for AtliQ Hardware, focusing on sales performance and strategic insights. 🚀 Explore data-driven analytics to enhance product offerings and optimize sales strategies for improved profitability.

businessanalytics businessinsights data-visualization dataquality eda excel excel-dashboard jupyter-notebook kpi pivot-table powerquery recommandation sales-insights seaborn

Last synced: 01 Jul 2025

https://github.com/ginalamp/covid_dashboard_twitternews

Corona Dashboard & report based on Twitter media outlet news.

dashboard data-analysis data-visualization twitter

Last synced: 28 Jan 2026

https://github.com/kingrg-buff/portfolio

🛠️ About Me I am a Computer Information Systems student at WTAMU, building a foundation in networking, security, databases, analytics, and programming. My passion lies in data science, particularly in using machine learning and data wrangling to uncover insights. This portfolio highlights projects that showcase my technical work.

asp-net-core azuremachinelearning bootstrap csharp data-analytics data-science data-visualization database-management efcore html-css-javascript machine-learning ooad powerbi predective-modeling python r sql system-integration technical-documentation web-development

Last synced: 13 Apr 2026

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 190 Training Resources 188 Software list 164 Data Visualization 162 Deep Learning Framework 150 Other Awesome Lists 138 数据可视化 134