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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/umutonder97/project-network-ids

Network-Based Intrusion Detection System - dev/deploy-ment of a Hybrid Intrusion Detection System (HIDS) that integrates Signature-based Network Intrusion Detection Systems (SNIDS)

artificial-neural-networks convolutional-neural-networks covid-19 covid-19-russia covid19-data data-visualization genetic-algorithm ids keras-tensorflow knn microservices-architecture network-behavioral-analysis python time-series-forecasting

Last synced: 05 Jul 2025

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

Analysis of Covid-19 Infection rate and the world happiness report to identify if there is any relationship between infection rate and happiness

data-analysis data-visualization jupyter-notebook numpy pandas python3 sns

Last synced: 18 Apr 2026

https://github.com/shoebjoarder/superstore

A Dash app to analyze Superstore dataset.

dashboard data-analysis data-visualization python-3

Last synced: 02 Apr 2025

https://github.com/shellynagar27/good-cabs-data-analysis-project

This project is part of CodeBasics Challenge #13, where the goal was to provide actionable insights to the Chief of Operations at Goodcabs, a cab service provider in tier-2 cities of India. The project focused on analyzing key metrics like trip volume, repeat passenger rate, and passenger satisfaction.

critical-thinking data-analysis data-visualization excel exploratory-data-analysis power-bi presentation problem-solving sql storytelling

Last synced: 25 Jan 2026

https://github.com/kivanc57/feature_comparison

This project explores the relationship between features and diagnosis in cancer data. Using methods like boxplots, scatterplots, PCA, k-means clustering, and logistic regression, we analyze and visualize data to understand health indicators.

boxplot clustering correlation data-science data-visualization descriptive-statistics explanatory-data-analysis pearson-correlation r scatter-plot spearman

Last synced: 06 Jun 2026

https://github.com/shellynagar27/business-insights-360-project

A comprehensive Dashboard which provides better understanding of the business's market standing, key focus areas for optimization, underperforming customers, and year-wise financial insights, aiding in better inventory planning and performance tracking. Further it can be used in answering n number of why questions based on the situations.

dashboard data-analysis data-visualization dax-languague dax-studio excel performance-optimization power-bi reporting sql storage-manager

Last synced: 27 Jan 2026

https://github.com/ndiplacide7/r-project

Explore diverse data analysis techniques using R programming combined with advanced machine learning algorithms to uncover insights and create powerful predictive models.

data-analysis data-visualization machine-learning-algorithms r

Last synced: 25 Mar 2025

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/brazer27/iris-classification

A Python implementation of Naive Bayes algorithm for Iris flower classification. Features include cross-validation, data preprocessing, and prediction capabilities. Built from scratch without ML libraries, achieving ~95% accuracy on the classic Iris dataset.

cross-validation data-science data-visualization flower-classification iris-dataset machine-learning naive-bayes python

Last synced: 06 Sep 2025

https://github.com/danielpeter/wiggles

iOS App for visualizing ground motion of nearby seismic stations

data-visualization fdsn seismics

Last synced: 12 Mar 2026

https://github.com/shivamkumar818/mbti-personality-prediction-from-text-data

MBTI Personality Prediction from Text Data This project leverages machine learning to predict Myers-Briggs Type Indicator (MBTI) personality types based on textual data, specifically from social media posts.

confusion-matrix correlation-matrix data-visualization dataset knn-classification linear-regression logistic-regression modeltraining navebayes numpy pandas python

Last synced: 13 Apr 2026

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/abhisek-13/whatsapp-chat-analyzer

The WhatsApp Chat Analyzer is a data analysis project that provides insights into WhatsApp chats. It analyzes chat data to show metrics like the number of lines, most used letter, chatting duration, media files shared, most used emojis, and group member activity. The results are displayed on a user-friendly dashboard built with Streamlit.

data-analysis data-mining data-visualization eda machine-learning machine-learning-algorithms matplotlib numpy pandas python seaborn sklearn

Last synced: 13 Apr 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/nittygritty-zzy/quantlab

🚀 Professional quantitative trading research platform with ML-powered backtesting, multi-source options analysis, portfolio management, and interactive Plotly visualizations. Built on qlib with CLI interface.

algorithmic-trading backtesting cli data-visualization financial-analysis machine-learning options-trading plotly portfolio-management python qlib quantitative-finance

Last synced: 14 Jan 2026

https://github.com/bertiewooster/ipywidgets

Interactive data visualizations in a Jupyter Notebook per tutorial https://python.plainenglish.io/interactive-visualizations-with-pandas-seaborn-and-ipywidgets-173e5d7d6a5e

data-analysis data-science data-visualization ipython-notebook ipywidgets juypter-notebook python

Last synced: 06 Mar 2026

https://github.com/superskyyy/stackoverseer

This is a StackOverflow monitor where you can easily access the most trending and up-to-date questions on a particular set of tags. This project can be modified to support wider range of tags and provide functionalities.

charts data-visualization stackoverflow-api stackoverflow-questions

Last synced: 08 Jan 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/quocduyenanhnguyen/california-gas-prices

In this project, I scrapped data from a website to collect different types of gas data and their prices in California.

csv-files data-analytics data-cleaning data-visualization gas-prices mysql python3 tableau tableau-dashboards tableau-public

Last synced: 13 May 2026

https://github.com/fabioc-aloha/fabioc-aloha

Self-updating GitHub profile portfolio and the public proof that the Alex cognitive architecture works end to end without a human in the loop. A multi-model pipeline classifies, clusters, narrates, and stitches a hundred-plus repositories into a single composed canvas every morning, with an independent Responsible-AI review gating publication.

agentic cron dashboard data-visualization fleet github github-actions github-profile llm-as-judge markdown openai personal-website portfolio profile readme self-updating template widget

Last synced: 30 May 2026

https://github.com/alainamariajoe/netflix-data-visualizer

A simple data visualization project using Netflix movies and TV shows dataset to create basic insights and visual representations.

data-visualization matplotlib pandas python seaborn

Last synced: 17 May 2026

https://github.com/srinibas-masanta/olympics-data-analysis

The Olympics Analysis project explores Olympic data to uncover trends in athlete performance, medal distribution, and participation across countries and demographics. By leveraging detailed datasets, it provides insights into the evolution of the Games, highlighting key patterns and disparities over time.

data-analysis data-science data-visualization olympics olympics-visualization

Last synced: 02 Apr 2025

https://github.com/suresh-chelani/crop-data-visualization

This project implements data visualization tasks using TypeScript, Vite, Apache ECharts, and Mantine v7. The goal is to process agricultural data, handle missing values, and render a table and a bar chart based on the dataset.

apache-echarts data-visualization mantine-v7 typescript vite

Last synced: 01 Mar 2025

https://github.com/omar7001-b/data-miner

DataMiner is an interactive web application for data mining and machine learning. It helps users upload, clean, transform, and analyze datasets while building predictive models — all through a simple and powerful Streamlit interface.

data-cleaning data-mining data-preprocessing data-science data-visualization interactive-dashboards pandas python scikit-learn streamlit

Last synced: 28 Apr 2025

https://github.com/spriggancg/hishiryo

A package to generate a picture representation of any csv file.

csv data-visualization dataset heatmap package pipy python python3

Last synced: 14 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/spacebakery/nba-trends-project

Data Science Foundations I | Exploratory Data Analysis in Python | Summarizing Relationship Between Two Features

categorical-variables data-analysis data-visualization matplotlib nba-dataset quantitative-variables scipy seaborn subset summary-statistics

Last synced: 11 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/sakeenanavavi/larana_diamonds

A Diamond Price Predictor uses multiple machine learning algorithms to predict the price of a diamond based on a its attributes.

data-visualization knn machine-learning-algorithms random-forest regression support-vector-regression xgboost

Last synced: 10 Jan 2026

https://github.com/samruddhi3012/public-health-data-analysis

Hi! This repo involves analyzing the Healthcare analytics using Advanced Microsoft Excel.

dashboard data-analysis data-visualization healthcare microsoft-excel pivot-chart pivot-tables vlookup

Last synced: 05 Feb 2026

https://github.com/aykutsp/world-infrastructure-data-hub

Interactive world map of fuel prices, electricity, EV charging costs and CO2 emissions — 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/nmelgar/healthy_child_dataviz

Data visualization project to analyze what a healthy child is.

analysis data data-analysis data-science data-visualization dataviz research tableau visualization

Last synced: 23 Feb 2026

https://github.com/nurulashraf/telco-customer-churn-prediction-model

This repository contains a Telco Customer Churn Prediction project using machine learning. It includes data preprocessing, exploratory data analysis, feature engineering, and model development to predict customer churn. Key tools used are Python, Pandas, NumPy, Matplotlib, Seaborn, and scikit-learn.

churn-prediction classification-model customer-churn data-visualization exploratory-data-analysis machine-learning predictive-analytics python scikit-learn

Last synced: 16 Mar 2025

https://github.com/rohanag03/whatsapp-chat-analyzer

This project is a comprehensive tool for analyzing WhatsApp chat histories. Using Python and Streamlit, it visualizes chat data to provide insights into messaging patterns and media sharing habits.

chat-analysis data-visualization python streamlit

Last synced: 12 May 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/ryanbbrown/volleyball-analysis-project

Analyzes 10 years of self-collected men's NCAA volleyball player height and team wins data to determine the importance of height for success.

data-analysis data-visualization python volleyball

Last synced: 31 May 2026

https://github.com/esther-poniatowski/multitask-context-dependent-behavior

Data analysis of neuronal recordings in naive and trained animals performing multiple tasks in active and passive attentional states

cognitive-neuroscience computational-neuroscience data-analysis data-visualization information-processing

Last synced: 26 Mar 2025

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/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/samruddhi3012/rfm-sales-analysis

Hi there! In this project I have performed Sales Analysis (RFM Analysis) using SQL and Tableau.

data-analysis data-visualization mssqlserver rfm-analysis segmentation tableau

Last synced: 12 Mar 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/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/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/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/mrkirushko/oxywitleaf2csv

Witleaf pulse oxymeter BIN format data decoder

d data-visualization oximeter oxymeter pulseoximeter pulseoxymeter r witleaf

Last synced: 02 Apr 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/01110011011101010110010001101111/tigergraph_cosmos_template

Template for TigerGraph and Cosmograph Projects with pyTigerGraph, Fast API, and Cosmos

cosmograph data-visualization tigergraph

Last synced: 26 Mar 2025

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/mohsinraza2999/new-york-taxi-fare-analysis

This project analyzes and predicts taxi fares estimate fares in advance using Regression Analysis. Conducted EDA, hypothesis testing, to identify key variables. Developed ML models (Random Forest, XGBoost) with GridSearchCV for hyperparameter tuning to predict generous tip giver accurately.

ab-testing data-un data-visualization exploratory-data-analysis fea random-forest regression-analysis sklearn xgboost

Last synced: 17 May 2026

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/samyomb/olist-ecommerce-analytics

Olist e-commerce performance & customer reviews — Python cleaning + BigQuery SQL + Looker Studio dashboard (2017 FY & 2018 YTD) with actionable insights

analytics bigquery brasil customer-experience dashboard data-visualization e-commerce looker-studio olist python review sql

Last synced: 05 Oct 2025

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/dibsthegreat/titantic-dataset-analytics

DASC4850 Final Project where I did EDA to determine the survivability of Titanic guests depending on Age, Gender, Wealth, etc.

data-science data-visualization matplotlib numpy pandas python random-forest-classifier

Last synced: 13 Apr 2026

https://github.com/christophertrimboli/trends-vs-stock

A tool to browse culture's impact on stocks. Made in React, Node, Bootstrap and Charts.js to compare data from Google Trends and Alpha Vantage APIs.

bootstrap chartjs data-visualization google-trends intrinio nodejs react stocks

Last synced: 28 Apr 2026

https://github.com/minhtungonep/android-traffic-analysis

Android malware detection project analyzing network traffic patterns in a telecommunications context. Uses statistical hypothesis testing and data visualization to evaluate traffic features like DNS query times, TCP packets, and volume bytes for distinguishing between benign and malicious Android applications.

android-library bachelor-project bachelor-thesis cybersecurity cyface data-visualization hypothesis-testing malware-detection matplotlib network-traffic numpy pandas python scipy sdk statistical-analysis telecommunications voip-security

Last synced: 09 May 2026

https://github.com/tsbarr/belly-button-challenge

Using front-end development tools (javascript, html and css) I built an interactive dashboard to explore the Belly Button Biodiversity dataset, which catalogs the microbes that colonize human navels.

data data-visualization javascript

Last synced: 04 Mar 2026

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/theglobemc/theglobemc.github.io

An interactive HTTP visualization of Minecraft books on the web from GlobeMC.

books data-visualization datamining minecraft

Last synced: 07 Oct 2025

https://github.com/bdice/signac-micde-cnsccs-2018

Slides and demos for the MICDE CNSCCS Symposium, October 15, 2018

data-management data-visualization demo signac workflow-automation

Last synced: 07 Oct 2025

https://github.com/iankitnegi/tableautales

"Discover my Tableau journey! Dive into data-driven stories, visualizations, and projects as I explore the power of data visualization."

data data-visualization tableau

Last synced: 21 Jan 2026

https://github.com/gabboraron/biostatisztika_es_alkalmazasai

"A statisztika a matematika azon ága, melynek feladata, hogy eszközt adjon a politikusok kezébe, mellyel tetszőleges állítás és annak ellentéte is tudományos alapon igazolható"

biostatistics data-analysis data-visualization r statistics statistics-course

Last synced: 24 Oct 2025

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/mardavsj/matplotlib-in-python

The fundamentals of Python Matplotlib Library.

data-visualization matplotlib python

Last synced: 15 May 2026

https://github.com/lgibson7/stat_651

Coursework for STAT 651 Data Visualization, Cal State East Bay Fall 2022

data-visualization leaflet shiny-apps tableau

Last synced: 05 Feb 2026

https://github.com/syncfusionexamples/how-to-add-arrows-to-the-chart-axis-in-wpf-chart

Learn how to enhance WPF charts by adding arrows to the chart axes using annotations for improved visualization and clarity.

axis-with-arrows chart-annotations chart-axis chart-customization charting-library charts data-visualization line-annotation wpf-char wpf-sfcharts

Last synced: 08 Oct 2025

https://github.com/alexquilis1/spanish-fuel-stations-analysis

Real-time analysis of Spanish fuel prices using government API data with interactive maps and regional comparisons

data-analysis data-visualization fuel-prices geospatial-analysis ggplot2 government-data leaflet open-data r shiny spain tidyverse

Last synced: 08 Oct 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 665 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 274 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 603 Uncategorized 529 Software packages 402 Literature and Media 384 Python 374 Table of Contents 301 UI Components 278 Tools 274 Learning Resources 211 Machine Learning 209 Data and models 205 Books 204 Plot layers 202 Training Resources 200 文本数据和NLP 190 Software list 189 Data Visualization 168 Deep Learning Framework 150 Other Awesome Lists 136 数据可视化 133