Data

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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/matesoft2033/temperature-and-soil-moisture-sensor

The Humidity and Temperature Monitoring System is an Arduino project that measures and displays humidity and temperature levels in real-time. It uses LEDs to indicate environmental conditions, making it a great tool for learning about sensors and data visualization.

arduino data-visualization electronics-engineering enviromental-sciences sensor-technology troubleshooting-and-debugging

Last synced: 13 May 2026

https://github.com/ali-el-badry/machine-learning-algorithm

It is a Repo that contain different type of Machine Learning Algorithm like Regression ,classification and clustering that will be added soon

ai data-science data-visualization decision-tree feature-selection knn linear-regression logestic-regression machine-learning modelling random-forest svc svm titanic-kaggle xgboost xgboost-classifier

Last synced: 12 Jun 2026

https://github.com/vjo/d3-punchcard

D3 Punchcard chart 📊●•●

chart d3js data-visualization library punchcard visualization

Last synced: 13 Jun 2026

https://github.com/2kabhishek/pyestate

Real estate price analysis 🏠💰

analysis data-visualization finance mapbox panel plotly pyviz real-estate

Last synced: 09 May 2026

https://github.com/texasbe2trill/exploring-world-population-with-r

In this project, I explored and analyzed a world population dataset in the R programming language. Utilizing tidyverse, I created two choropleth maps. One map shows the growth rate by continent, and the other shows the growth rate of African countries.

africa choropleth-map continents data-visualization datascience dataset demographics exploratory-data-analysis growthrate people population r rprogramming social-sciences world-population

Last synced: 17 Jun 2026

https://github.com/chandkund/spam-email-detection

This project focuses on detecting spam emails using a fine-tuned DistilBERT model, a lighter version of the BERT model. The model is trained to classify email text into two categories: spam (1) and not spam (0). The dataset consists of email texts labeled as either spam or non-spam.

data-visualization datapreprocessing matplotlib pandas python pytorch sklearn transformer

Last synced: 20 Jan 2026

https://github.com/gattiharishkumar/blinkit-sales-analysis-dashboard

This project presents a comprehensive sales analysis dashboard for Blinkit, an Indian last-minute delivery app. The dashboard was created using Power BI and provides a detailed overview of the company's sales performance across various outlets and product categories.

dashboard data-analysis data-transformation data-visualization ms-excel-data-analytics power-query powerbi powerbi-visuals

Last synced: 19 Mar 2026

https://github.com/aryathel/twittersentimentanalysis

WORK IN PROGRESS. This project will allow users to enter in a keyword or hashtag to search for on Twitter, as well as the number of Tweets to include in their search, and the program will return an analysis of the general sentiment of that topic.

data-science data-visualization flask python twitter-api twitter-sentiment-analysis

Last synced: 27 Apr 2026

https://github.com/webmobiledev/d3-visuals

There are some data visualizations like treechart, bubblechart, mbostock, mapchart using d3.js.

bootstrap d3js data-visualization highcharts mbostock-d3

Last synced: 27 Apr 2026

https://github.com/cdeweyx/game-of-thrones-s7e1-eda

Exploratory data analysis of scraped tweets related to Game of Thrones S7E1

data-analysis data-visualization python twitter-api

Last synced: 26 Apr 2026

https://github.com/pavankethavath/dataspark-illuminating-insights-for-global-electronics

DataSpark is a retail analytics project for Global Electronics leveraging Python, SQL, and Power BI. It uncovers customer insights, sales trends, and store performance to optimize marketing, inventory, and operations. Features include clean datasets, SQL-driven analysis, and interactive dashboards, driving data-driven growth and decision-making.

data-engineering data-visualization dataanalytics powerbi python retail-data sql

Last synced: 27 Apr 2026

https://github.com/rupeshrb/project_data_visualization_django

Data visualization is important concept which apply in this project with help of d3.js, pandas,python etc library

bootstrap d3js data-visualization django html-css-javascript pandas python sqlite

Last synced: 11 Apr 2026

https://github.com/nfaltir/word_visualizer

🧩 Visualize speeches for fun.

data-visualization python streamlit wordcloud

Last synced: 28 Apr 2026

https://github.com/prathameshdhande22/data-visualization-tutorial

Repository Contains all the stuff required for Data Visualization. Numpy Tutorial, Pandas Tutorial, Matplotlib Tutorial, Seaborn Tutorial

data-visualization jupyter-notebook matplolib numpy pandas pandas-dataframe python seaborn tutorial

Last synced: 09 Apr 2026

https://github.com/vikhram-s/electoral-bond-data-analysis-using-python

Electoral Bond Data Analysis Using Python : This repository contains a comprehensive analysis of electoral bonds in India using Python. The project aims to understand the distribution, trends, and impact of electoral bonds on political funding. It includes data cleaning, exploratory data analysis, visualization, and reporting.

data-visualization dataanalysisusingpython electoralbonds exploratory-data-analysis

Last synced: 15 May 2025

https://github.com/saidsef/ff18

A complete catalog of all the players in Fifa 2018 and their complete statistics

data-analysis data-visualization fifa18 machine-learning machine-learning-algorithms world-cup-2018 world-cup-ranking

Last synced: 29 May 2026

https://github.com/mulliru/estudo-data-visualization

Este repositório contém os códigos que desenvolvi e utilizei durante o curso de Visualização de Dados da Alura. Aqui, você encontrará diversos scripts e notebooks que abordam os principais conceitos e técnicas de Data Science, aplicados em diferentes contextos e projetos.

alura data-visualization

Last synced: 08 Jun 2026

https://github.com/vyjayanthipolapragada/early_sepsis_detection_ml

An end-to-end project leveraging clinical datasets (PhysioNet, MIMIC-IV, MIMIC-IV-ED) to develop and compare ML and LSTM-based models for early sepsis prediction.

data-analysis data-visualization deep-learning healthcare jupyter-notebook keras-tensorflow lstm-neural-networks machine-learning neural-network python

Last synced: 28 Apr 2026

https://github.com/alejo1630/chicago_crimes

A Jupyter Notebook with the data analysis and data visualization of crimes in Chicago from 2017 to 2023 using libraries such as seaborn and folium

data-analysis data-visualization folium pandas python seaborn

Last synced: 12 Apr 2026

https://github.com/vatshayan/hospital-discharge-analysis

Analysis of Hospitalization Discharge Rates in Lake County, Illinois of various attributes like Anxiety, Alcohol, mood, Diabetes, Asthma, etc

data-analysis data-visualization jupyter-notebook machine machine-learning machine-learning-algorithms scikit-learn

Last synced: 04 Mar 2025

https://github.com/ahmad-ali-rafique/pyviznotebook

PyVizNotebook is a collection of Matplotlib visualizations demonstrating a wide range of plot types and techniques for data visualization. Whether you're a beginner looking to learn or an experienced developer seeking inspiration, this repository offers a diverse set of examples to explore.

analytics colab-notebook data data-science data-visualization dataanalytics matplotlib-python plots seaborn-python visualization

Last synced: 06 Jun 2026

https://github.com/teohrt/roulette-martingale-visualizer

Visually weigh the risk of the Martingale Roulette strategy

api data-visualization flask gambling matplotlib roulette-wheel-algorithm

Last synced: 28 Apr 2026

https://github.com/thunchanokbow/audiblebook-revenue

Manage big data on cloud computing to find a list of best-selling audible books, generate reports and dashboards, and provide products and sales promotions that meet the needs of consumers in Thailand

apache-airflow bigquery cloudcomposer data-visualization datalake datawarehouse googlecloudstorage lookerstudio pandas python3

Last synced: 11 Apr 2026

https://github.com/dsrodrigovieira/houserocketsales

Este repositório contém um projeto desenvolvido para praticar habilidades de análise de dados utilizando Python

data-analysis data-visualization heroku kaggle-dataset python

Last synced: 29 Apr 2026

https://github.com/asifdotexe/quickvu

Quick VU: No-code, data cleaning analysis and visualization tool built on Streamlit. Quickly clean, visualize, explore, and understand data relationships and correlations with ease. Perfect for analysts, business users, and anyone looking to gain data insights—without writing a single line of code.

automation data-analysis data-cleaning data-visualization python3 streamlit-application toolkit

Last synced: 06 Jun 2026

https://github.com/pxaris/expenditure-analyzer

Application for analyzing expenditure data over time

data-analysis data-visualization docker python statistics

Last synced: 29 Apr 2026

https://github.com/flazefy2/ds-global_health_statistics

https://www.kaggle.com/datasets/malaiarasugraj/global-health-statistics

data-science data-visualization dummy health jupiter-notebook python statistics

Last synced: 25 Apr 2026

https://github.com/uudigitalhumanitieslab/digital-atlas

Interface to visualise connections between postcolonial intellectuals

data-visualization postcolonialism

Last synced: 23 Mar 2025

https://github.com/manwithacap/by-the-metric-match

🎲🃏 A game data tracker for your board/card/video games!

data-analysis data-visualization games jupyter-notebook python utility

Last synced: 29 Apr 2026

https://github.com/dschep/executive-orders-notebook

A Jupyter Notebook to play with how many Executive Orders Presidents have signed

data-visualization jupyter jupyter-notebook trump

Last synced: 08 Jun 2026

https://github.com/ascender1729/urban-soundscape-harmonizer

Real-time noise level monitoring and analysis for major Indian cities using IoT simulation and data visualization.

data-visualization iot-simulation noise-pollution python react-fastapi urban-planning

Last synced: 27 Jul 2025

https://github.com/gauff/belgianelectriccarmarketanalyser

Python tool for analyzing the belgian second hand electric car market by scraping and visualizing data from multiple car listing websites. Features parallel web scraping, price tracking, and interactive dashboards.

automotive beautifulsoup4 car-market dash data-analysis-python data-cleaning data-visualization electric-vehicles market-analysis pandas parallel-processing plotly price-comparison price-monitoring selenium web-scraping-python

Last synced: 30 Apr 2026

https://github.com/flazefy2/ds-50k_songs_dataset_generated_by_ai

https://www.kaggle.com/datasets/refiaozturk/spotify-songs-dataset

csv data-science data-visualization jupyter-notebook python statistics

Last synced: 25 Apr 2026

https://github.com/arif-miad/global-plastic-waste-analysis

Global plastic waste is a pressing environmental issue, with massive production, limited recycling, and high risks to ecosystems and human health

catboost-classifier data-science data-visualization geopandas machine-learning matplotlib python random-forest-classifier seaborn

Last synced: 29 Apr 2026

https://github.com/flyingfathead/neurograph-framework

A versatile tool for visualizing entropy loss in TensorFlow-based neural network training, providing insightful scatter plots with annotations.

data-analysis data-analysis-python data-visualization entropy graph graphs neural-network neural-networks neural-networks-visualization nn python python3 tensorflow tensorflow2 training visualization visualization-tools

Last synced: 24 Apr 2026

https://github.com/itsn1x/8698_dyt

8698_DYT by itsN1X - This is a tiny project to track and visualize the D.Y.T. ( Do Your Tip ) outstanding supply and other dynamic facets. Powered by vanilla javaScript and CoinGecko A.P.I. - No libraries / dependencies - Fully Open Source.

charting data-visualization do-your-tip doyourtip dyt erc20 eth ether ethereum ethereum-contract graphs itsn1x javascript n1x no-dependencies no-frameworks no-libraries vanilla visualization zzpraf1n1x42af

Last synced: 24 Apr 2026

https://github.com/getkey/stereotype-map

Map of national stereotypes

data-visualization google-suggestions vuejs vuex

Last synced: 12 Apr 2026

https://github.com/chrnthnkmutt/theartofstatistic_python

This repository is implemented from David Spiegelhalter's The Art of Statistics Book, for making Python Visualization

data data-science data-visualization machine-learning statistics

Last synced: 08 Jun 2026

https://github.com/zen204/airbnb-availability

A machine learning model that predicts Airbnb listing availability, utilizing feature engineering and supervised learning techniques to improve guest experience and optimize host management.

binary-classification data-analysis data-preprocessing data-visualization feature-engineering machine-learning matplotlib model-evaluation nlp pandas predictive-modeling python scikit-learn seaborn supervised-learning

Last synced: 21 Jan 2026

https://github.com/ricardolsmendes/sna-dw

Companion repository for my Data Science & Analytics MBA Term Paper: "Social Network Analysis applied to Data Warehouses: opportunities and constraints for Data Governance"

data-analytics data-governance data-science data-visualization network-science social-network-analysis

Last synced: 21 Apr 2026

https://github.com/kristinbaumann/data-art-pi

Data Vis Coding - Data Art with Pi

d3 data-visualization pi random

Last synced: 20 Apr 2026

https://github.com/rizerkrof/dataviz-smokingimpactoninsurancecharges

Data visualization about smoking impact on insurance annual charges

data-visualization insurance-pricing plotly-python

Last synced: 30 Apr 2026

https://github.com/mgobeaalcoba/matplotlib_y_seaborn

Aquí dejaré trabajos de visualización realizados con ambas librerías de Python.

data-analysis data-science data-visualization dataset matplotlib numpy pandas python seaborn

Last synced: 13 Apr 2026

https://github.com/zeinhasan/eksploration-and-data-visualization-course-material

Exploratory Data Analysis (EDA) Laboratory Assistant Teaching Materials

data-analysis data-visualization statistics

Last synced: 24 Jun 2026

https://github.com/alcestide/scianalytics

Playground for Data Analysis and Visualization for Research and Scientifical Purposes with Pandas and Plotly.

csv data-analysis data-science data-visualization pandas plotly python science-research statistics

Last synced: 30 Apr 2026

https://github.com/neoxio/charts

Neoxio.Charts is a data visualization library for .NET WPF applications.

chart data-visualization line plot time-range timeline wpf

Last synced: 14 Jan 2026

https://github.com/14richa/forecastflow

ForecastFlow is a web application built with Streamlit that visualizes solar and wind power forecasts from Elexon.

analysis data-visualization python streamlit

Last synced: 30 Apr 2026

https://github.com/guidodipietro/fmcranks

Raw text input to nicely formatted XLSX file + PNG image of the range

data-analysis-python data-visualization python

Last synced: 26 Jan 2026

https://github.com/robinmillford/avocado-shiny-app

A dashboard of California avocado insights.

avocado data-visualization shiny-apps shinydashboard

Last synced: 18 Apr 2026

https://github.com/nouman6093/advanced-statistical-models

in this repository i will upload everything i have learned about data science advanced statistical models. there are over 42 statistical models. each of them work on algorithms. and there are over 32 algorithms. each library has its own way of writing such statistical models. after learning i will try to upload as much statistical models as possibl

data data-analysis data-science data-visualization

Last synced: 11 Jun 2026

https://github.com/dadosdelaplace/hilostwitter

Códigos R de los hilos de Twitter (R codes of Twitter activity) https://twitter.com/dadosdelaplace

data-visualization dataviz divulgacion ggplot2 maths plotly r rstats statistical-analysis threads twitter

Last synced: 11 Mar 2026

https://github.com/zane/plot

A tiny Clojure library for plotting things at the REPL.

clojure data-science data-visualization repl statistics

Last synced: 01 Sep 2025

https://github.com/dan-alvares/climaterbot

Repositório do projeto do bot CLIMATER, que fornece visualização de dados agroclimáticos, suas médias e séries temporais para usuários do Telegram, democratizando o acesso desses dados para pequenos produtores.

data-visualization inmet telegram-bot time-series

Last synced: 04 Apr 2026

https://github.com/anarya22/heart-disease-classification

Predicting heart disease using machine learning. This notebook looks into various python base ML and DS libraries in an attempt to build a machine learning model capable of predicting whether or not someone has heart disease based on their medical attributes.

data-cleaning data-visualization machine-learning matplotlib numpy pandas scikit-learn

Last synced: 01 May 2026

https://github.com/jolars/qualpal-py

A Python package for automatic generation of qualitative color palettes

colors data-visualization palette-generation

Last synced: 04 Apr 2026

https://github.com/kibotu/git-history-timeline

Visualize your complete GitHub contribution history across all repositories and branches. See every commit from every repo and every branch—not just the default branch. Self-contained HTML output perfect for portfolios and sharing.

analytics commit-history contribution-graph contributions data-visualization developer-tools embeddable git github github-api github-pages github-stats html nodejs open-source portfolio self-hosted static-site timeline visualization

Last synced: 03 Apr 2026

https://github.com/riddhis2226/titanic-survival-data-analysis

Titanic-Survival-Data-Analysis : Analyze passenger data from the Titanic to predict survival based on features like age, gender, class, and fare.

data-analysis data-mining data-science data-visualization database jupyter-notebook machine-learning-models machinelearning-python plotlyjs python3

Last synced: 01 May 2026

https://github.com/alejo1630/ibm_capstone_project

This project aims to leverage predictive analytics to forecast the outcomes of rocket launches for Space Y, a new player in the commercial space industry.

data-collection data-science data-visualization data-wrangling exploratory-data-analysis machine-learning predictive-modeling python spacex

Last synced: 01 May 2026

https://github.com/judahpaul16/plume

Map how user information flows through any codebase or infrastructure into a readable graphic

charts cli data-flow data-visualization documentation flow observability pii reports tooling

Last synced: 25 Jun 2026

https://github.com/athari22/house_sales_in_king_count_usa

The idea of the project is to do a Data analysis in a Real Estate Investment Trust. The Trust would like to start investing in Residential real estate.

analysis data data-science data-visualization ibm ibm-watson linearregression machine-learning matplotlib numpy pandas sklearn-library

Last synced: 01 May 2026

https://github.com/sushantdhumak/lstm_for_household_power_consumption

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

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

Last synced: 26 Mar 2025

https://github.com/nelsonkariuki/dataanalysis

This project involves data analysis of vido game sales from https://www.kaggle.com/gregorut/videogamesales/download

data-analysis data-visualization python

Last synced: 11 Jun 2026

https://github.com/klubina/best-football-club-2024-25-per-region-interactive-map

An interactive world map featuring over 2999 football clubs that uses a configurable dominance radius to display only the strongest club per region, with intelligent search functionality and responsive design for desktop and mobile devices.

club-rankings clubs css data-visualization football geospatial html interactive-map javascript leaflet-js leaflet-map mapping openstreetmap soccer sports sports-data visualization world-map

Last synced: 13 Apr 2026

https://github.com/dlangkip/epidash

Interactive epidemiological dashboard visualizing disease trends across Kenya. Built with PHP, Chart.js, and Leaflet for the CEMA Software Engineering Internship.

chartjs dashboards data-visualization disease-tracking epidemiology health-analytics kenya leaflet php public-health

Last synced: 02 May 2026

https://github.com/dangerousfish/uk-climate-trends-dashboard-metoffice

A data pipeline and Streamlit dashboard that aggregates, cleans and visualises historical UK Met Office station data - interactive charts, heatmaps and maps for temperature, rainfall and sunshine.

climate climate-analysis climate-change climate-data climate-science data-analysis data-visualization metoffice metofficeweather streamlit temperature weather

Last synced: 02 May 2026

https://github.com/fluxswitch/lwscope

A lightweight UART oscilloscope/data visualizer made with DearPyGui

data-visualization dearpygui debugging-tool lightweight oscilloscope python uart

Last synced: 02 May 2026

https://github.com/md-emon-hasan/2-simple-bioinformatics-dna-ml-app

A simple bioinformatics application for DNA sequence analysis using machine learning techniques, implemented in Python.

bioinformatics data-science data-visualization deployment dna-sequences dna-sequencing supervised-machine-learning

Last synced: 09 Jun 2026

https://github.com/nafisalawalidris/building-a-clustering-model-for-customer-segmentation

Customer Segmentation Using Clustering: This repo applies clustering algorithms to a customer transaction dataset, grouping similar customers together based on their purchasing behavior. Targeted marketing strategies can be developed by analyzing distinct customer segments.

clustering customer-segmentation data-analysis data-visualization k-means machine-learning marketing-analytics unsupervised-learning

Last synced: 16 Mar 2025

https://github.com/aymane-maghouti/sentiment-analysis-for-jumia-reviews-and-smartphone-price-prediction-system

The project focuses on customer sentiment analysis for Jumia, aiding informed online decisions. It collects and analyzes product comments to determine sentiments and implements a decision-making algorithm. Additionally, it includes product price prediction system using regression techniques.

beutifulsoup data-analysis data-cleaning data-collection data-preprocessing data-scraping data-visualization eda falsk machine-learning python web-application

Last synced: 18 Apr 2026

https://github.com/hrishikesh-mahajan/pharmacypossoftware

Pharmacy POS App built using Python3, Tkinter, OpenCV and Pandas

barcode-scanner data-visualization invoice opencv pandas python3 tkinter

Last synced: 10 May 2026

https://github.com/evoluteur/madeleine-radars

Using D3 radar charts to compare the proportions of flour, sugar, butter, and eggs in 147 madeleine cakes recipes.

charts comparison d3 d3-visualization d3js data-visualization food madeleine radar radar-chart recipes spider-chart visualization

Last synced: 17 Apr 2026

https://github.com/fybex/chatgpt-conversations-analysis

Analysis of 89,000 ChatGPT conversations to understand interaction patterns and response behaviors.

chatgpt conversation-analysis data-analysis data-visualization language-analysis prompt-patterns sentiment-analysis

Last synced: 02 May 2026

https://github.com/leandrocollares/with-or-without-curry-playoffs

An interactive visualization that allows users to learn when Curry's performance helped Golden State Warriors win games in the 2019 NBA playoffs

d3 data-visualization lodash node-sass react react-annotation react-popper

Last synced: 03 Jan 2026

https://github.com/soumyaco/hotel-price-data-analysis

Data analysis on Indian hotels price. A beginners guide to data analysis.

data-analysis-python data-science data-visualization matplotlib seaborn-plots

Last synced: 01 Aug 2025

https://github.com/hamdaniqhmqd/project-predict-saham-bbri

Repository Project-Predict-Saham-BBRI is a group assignment project that uses Streamlit, scikit-learn, and related technologies to build a BBRI stock price prediction application based on day, week, and month input.

data-visualization numpy pandas python sklearn streamlit

Last synced: 11 Apr 2026

https://github.com/kplanisphere/plotted-3d-environment

Plotted 3D Environment is a graphical project inspired by Minecraft, designed to demonstrate 3D object creation, animation, and interaction using OpenGL. It features first-person navigation, texture mapping, and collision detection within a dynamic 3D environment filled with obstacles and enemies - Final project for the Graphing course.

3d-graphics animation camera-movement collision-detection computer-graphics cpp data-visualization educational-project opengl texture-mapping

Last synced: 03 May 2026

https://github.com/mohamedhany99/human-voice-identifier-counter

the application developed in (KIVY) it can identify the users imported into the dataset based on the support vector machine training model it has two features ( Importing new voice - Detection to detect the human voices and count them)

android android-app android-application automation automation-framework data data-analysis data-mining data-science data-visualization datascience kivy kivy-framework machine-learning python

Last synced: 27 Mar 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 文本数据和NLP 190 Software list 189 Data Visualization 162 Deep Learning Framework 150 Other Awesome Lists 136 数据可视化 133