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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/danielrosehill/eco-ninja-3

Configuration for an LLM assistant that performs analysis on sustainability data

data-visualization prompt-engineering prompting sustainability

Last synced: 22 Feb 2026

https://github.com/shrinidhi857/simpledataanalysisonstartups

The Indian startup ecosystem has experienced remarkable growth over the past decade, becoming a hotbed of innovation and entrepreneurship. In this data analysis we are segregating fields ,finding new insights.

data-analysis data-science data-visualization indian-startups

Last synced: 17 Sep 2025

https://github.com/busesimsek/dataanalysisportfolio

A compilation of my data analysis projects using SQL, Python, and Tableau.

data-analysis data-visualization python sql tableau

Last synced: 12 Jun 2025

https://github.com/nishumehta/sales-analysis-project

This project aims to analyze sales performance using Excel, SQL, Python, Tableau, and Power BI. The goal is to extract insights from sales data, identify trends, and visualize key performance indicators (KPIs).

data-cleaning data-visualization eda excel matplotlib-pyplot pandas python3 tableau-dashboards

Last synced: 08 May 2026

https://github.com/sanjana-bongale/cta_ridership_data_visualization_using_tableau

Tableau-based analysis of Chicago Transit Authority (CTA) ridership trends (2015-2024). It includes interactive dashboards, heatmaps, and comparative visualizations to explore bus and rail boarding data, COVID-19 impact, and long-term trends.

customer-analysis dashbaord data-visualization tableau

Last synced: 16 Feb 2026

https://github.com/abdelrahmanbayoumi/titanic-machine-learning-from-disasters

Knowing from a training set of samples listing passengers who survived or did not survive the Titanic disaster, can our model determine based on a given test dataset not containing the survival information, if these passengers in the test dataset survived or not.

data-analysis data-science data-visualization machine-learning pandas

Last synced: 09 Apr 2025

https://github.com/gabrieladados/tableau_dashboards

Dashboards desenvolvidos no Tableau

dashboards data-visualization figma tableau

Last synced: 09 Apr 2025

https://github.com/aninditaws/investly

Investly: A personal finance platform for young investors, offering tailored portfolio recommendations by integrating user risk profiles, real-time market data, and optimization algorithms.

api-integration data-visualization goal-based-allocation react-frontend supabase-backend

Last synced: 01 Apr 2025

https://github.com/shahiakhilesh1304/fitbitcasestudy

This is a case study based on data retrieved from a Fitbit band, and we are making predictions about human behavior based on their mood.

case-study data-visualization fitbit jupyter-notebook numpy python3

Last synced: 13 Apr 2026

https://github.com/ropaxyz/octobot-octopus-energy-discord-bot

A Discord bot for Octopus Energy users to track and visualize their energy consumption. Integrates with Octopus Energy's API to fetch and display personalized energy data, costs, and usage charts.

asyncio data-visualization discord-bot energy-monitoring graphql matplotlib octopus-energy octopus-energy-api python rest-api sqlite

Last synced: 08 May 2026

https://github.com/rajan-bhateja/tableau-power-bi-dashboards

Dashboards created using Tableau/Power BI

dashboards data-visualization powerbi tableau

Last synced: 04 Feb 2026

https://github.com/femincan/d3-scatterplot-graph

My solution for the Visualize Data with a Scatterplot Graph project on FCC.

css3 d3js data-visualization html5 javascript

Last synced: 08 May 2026

https://github.com/nullthefirst/py-notebooks

Jupyter Notebooks holding Data Science projects

data-analysis data-science data-visualization datasets jupyter-notebooks python

Last synced: 26 Apr 2026

https://github.com/tashi-2004/apache-spark-geospatial-air-quality-analysis

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

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

Last synced: 25 Mar 2025

https://github.com/eduardorodriguesf/causes-of-death

a graphic showing the US mortality trend since 1900

data-visualization matplotlib pandas seaborn

Last synced: 27 Aug 2025

https://github.com/albertofaraujo/pbi_dashboard_anp

Análise do preço médio do combustível automobilístico no Brasil ao longo do ano de 2022

data-visualization dax-studio power-query powerbi

Last synced: 06 Jan 2026

https://github.com/deaneeth/smart-beehive-dashboard

Real-time web dashboard for visualizing beehive metrics including temperature, humidity, weight, bee activity, and alerts. Built with React and Firebase, designed to work with ESP32-based Smart Beehive IoT monitoring hardware.

agriculture-tech beekeeping data-visualization environmental-monitoring firebase iot iot-dashboard nextjs react real-time-monitoring smart-farming typescript

Last synced: 12 Apr 2026

https://github.com/magnusrodseth/celeritas

A website for categorizing and visualizing data structures and algorithms.

algorithms data-structures data-visualization nextjs react tailwindcss typescript

Last synced: 12 Apr 2026

https://github.com/davidchocholaty/bithack_hackathon_2024

This repository contains my personal code tasks for the BIT_Hack hackathon, created in 2024.

data-mining data-science data-visualization exploratory-data-analysis hackaton hackaton-project machine-learning

Last synced: 06 May 2026

https://github.com/urvee1810/market_basket_analysis

A data mining project analyzing Instacart's 3 million grocery orders to uncover customer shopping patterns and product associations. Using market basket analysis and the Apriori algorithm, the project reveals key insights about shopping behavior, product combinations, and temporal patterns, providing valuable recommendations for retail strategy

apriori-algorithm data-mining data-visualization machine-learning market-basket-analysis matplotlib mlxtend numpy pandas python seaborn

Last synced: 12 Apr 2026

https://github.com/athul64/tmdb-dataset-analysis

This data set contains information about 10,000 movies extracted from TMDB. The dataset contains movies from 1960 to 2015. Including user ratings and revenue. Original data from Kaggle.

data-visualization dataframe eda numpy pandas python

Last synced: 14 Apr 2026

https://github.com/ekenes/elections-timeline

Data visualization showing the results of the previous 5 U.S. presidential elections in a single map.

arcgis-js-api data-visualization elections gis mapping

Last synced: 24 Mar 2025

https://github.com/akansharajput280799/data-exploration-and-visualization-for-streaming-platform

Data Analysis and Visualization for streaming platform to provide insights and recommendations to improve their userbase.

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

Last synced: 08 May 2026

https://github.com/shridhar1504/tableau-visualization-viz.-project-

This repository contains Visualization Projects which is visualized through Tableau Software, by using the visualization we can gain multiple insights and strategies which helps to develop the business for gaining high profit margins and also it provides social values in some cases to calculate damages and intensity of calamities.

dashboards data-analysis data-science data-visualization exploratory-data-analysis tableau tableau-dashboards tableau-public tableau-workbooks visualization

Last synced: 04 Feb 2026

https://github.com/armahdavi/data_analytics_statistics_plotting_pm_airborne_sampling

All codes for the data pipelines processing, statistical modellings, descriptive statistics and plot visualizations from airborne phase of Mahdavi et al. (2021) (Environmental Pollution) Project Miestone: 2018 - 2021

data-science data-visualization machine-learning matplotlib-pyplot numpy pandas python scikit-learn scipy-stats statistics

Last synced: 13 Apr 2026

https://github.com/shubham200137/expense-tracker-dashboard

The task is to create a Power BI dashboard from expense data (October–December) stored on SharePoint/OneDrive. It should include dropdowns for file and sheet selection with auto-refresh.

dashboard data-visualization powerautomate powerbi

Last synced: 04 Feb 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/dsaikiran01/seismomap

An interactive React + Leaflet web app that visualizes real-time global earthquakes from the USGS API with live map markers, magnitude filtering, dark mode, and responsive UI.

data-visualization earthquakes geoscience material-ui react react-leaflet tailwindcss usgs-api vite

Last synced: 08 May 2026

https://github.com/badranalyst/tips-dataset-analysis-dashboard-with-streamlit-and-plotly

Interactive Streamlit dashboard analyzing the Seaborn 'tips' dataset, which records information on restaurant bills, including total bill amounts, tips, customer demographics (e.g., gender, smoking status), and dining details (e.g., day, time). Visualized with Plotly for insights into tipping patterns.

data-analysis data-analytics data-visualization dataset eda exploratory-data-analysis matplotlib matplotlib-pyplot numpy pandas plotly python seaborn streamlit

Last synced: 13 Apr 2026

https://github.com/lijesh010/covid-19_global_analytics_power_bi_project

This repository is a data visualization project that offers an in-depth analysis of the Covid-19 pandemic using Microsoft Power BI. This interactive dashboard provides valuable insights into key metrics related to Covid-19 cases, deaths, recoveries, and more, helping users understand the global impact of the pandemic.

dashboard data-analysis data-visualization powerbi report

Last synced: 08 Jan 2026

https://github.com/anderson-andre-p/uber-data-analysis

This repository contains a comprehensive data analysis project focused on Uber rides. The dataset used in this project is a spreadsheet obtained from Uber, containing data related to ride details, such as pick-up and drop-off locations, date and time of the ride, and the fare amount.

data-analysis data-science data-visualization python

Last synced: 15 Jun 2026

https://github.com/Sparsh7082/Data-Analysis-Portfolio

This repository is dedicated to showcasing my skills, sharing projects, and tracking my progress in Data Analytics and Data Science.

canva data-analytics data-manipulation data-visualization database-querying google-slides power-bi power-point presentation-tools programming-language python r spreadsheets sql tableau

Last synced: 10 Mar 2025

https://github.com/alz-11/ftoc

Fahrenheit to Celsius conversion analysis, comparing accurate and approximate methods with visualizations and error analysis.

approximation celsius conversion data-visualization error-analysis fahrenheit fahrenheit-to-celsius jupyter jupyter-notebook matplotlib numpy python python-3 python3

Last synced: 08 May 2026

https://github.com/claudiahw/excel-sales-dashboard

Data-driven Excel dashboard visualizing sales trends, top products, and profit breakdowns with dynamic filtering options.

dashboard data-visualization excel excel-dashboard pivot-tables

Last synced: 15 Jun 2026

https://github.com/mishaa931/amazon-sales-dashboard-power-bi

This project features a dynamic Power BI dashboard built on dummy Amazon sales data. It visualizes key business metrics such as revenue trends, top-selling categories, discount impact, and geographic performance. The dashboard is designed to help stakeholders make data-driven decisions through clear, interactive visuals.

data-analysis data-quality data-visualization microsoftpowerbi

Last synced: 05 Feb 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/urvee1810/eda-time-series

A comprehensive time series analysis of French retail quarterly sales data from 2012 to 2017. The project focuses on analyzing sales patterns, seasonal decomposition, and trend analysis using various statistical techniques and visualizations.

arima-modeling data-visualization exploratory-data-analysis matplotlib numpy pandas pmdarima python scikit-learn seaborn statsmodels time-series-analysis trend-analysis

Last synced: 12 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/deliprofesor/breast-cancer-detection-using-svm-with-smote-and-model-optimization

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

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

Last synced: 10 Apr 2025

https://github.com/leandrocollares/nyc-film-permits

NYC film permits: an exploratory data analysis

data-analysis data-visualization pandas plotly

Last synced: 05 Jul 2025

https://github.com/hannahgsimon/halmodeling2024graphs

Created code to develop and analyze statistical graphs for the spatial radiotherapy model, which can be found at https://github.com/hannahgsimon/HALModeling2024. This project was in association with the Cleveland Clinic Lerner Research Institute, Jacob Scott Lab.

agent-based-model bifurcation-analysis cancer-models computational-biology data-visualization hybrid-automata immune-response mathematical-modelling ordinary-differential-equations radiation-therapy spatial-model statistics systems-biology

Last synced: 23 Nov 2025

https://github.com/petzi53/learning-plotly

Personal notes and trials during reading "Interactive web-based data visualization with R, plotly, and shiny" by Carson Sievert

data-visualization plotly visualization

Last synced: 16 Mar 2025

https://github.com/wazedkhan/medical-data-analysis

This project visualize and make calculations from medical examination data using matplotlib, seaborn, and pandas.

data-visualization jupyter-notebook matplotlib pandas python3 seaborn

Last synced: 13 Apr 2026

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/muichi-mon/fxplot

A simple JavaFX-based plotting library for quick and easy data-visualization.

data-visualization javafx plot series-data

Last synced: 16 May 2026

https://github.com/abdul-aa/drug-sentiment-analysis

Extracting Themes and Sentiments in Birth Control Drug Reviews with DistilBert and LDA Topic Modeling

data-visualization distilbert lda-topic-modeling natural-language-processing sentiment-analysis tableau

Last synced: 22 Apr 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/jessicaevelin/estudos

Repositório com atividades, exercícios e projetos realizados durante meus estudos em Ciência de Dados, baseados em cursos, livros, vídeos e conteúdos da internet.

data-science data-visualization exercises jupyter machine-learning pandas projects python study

Last synced: 08 May 2026

https://github.com/abhiram-kandiyana/us-bikeshare-analysis

Explorative analsis on a bike-share system (Motivate) to understand it's pain points

data-analysis data-visualization

Last synced: 26 Mar 2025

https://github.com/rahult18/atmo-flow

AtmoFlow is a robust data engineering pipeline built on Google Cloud Platform (GCP) that processes and analyzes weather and air quality data in both batch and streaming modes

airflow data data-modeling data-science data-visualization dataengineering gcp-bigquery gcp-cloud-composer gcp-cloud-functions pyspark

Last synced: 23 Jun 2026

https://github.com/vinit714/player-retention-analysis

A complete Streamlit + Machine Learning + SHAP + NLP project to analyze, predict, and improve player retention in games. This project simulates a game environment, models churn behavior, and provides insights using SHAP, NLP word clouds, and strategy simulators.

churn-prediction classification data-visualization eda feature-engineering game-analytics game-data-analysis gaming-analytics machine-learning model-interpretability nlp pandas player-retention python retention-analysis sckiit-learn shap streamlit wordcloud

Last synced: 08 May 2026

https://github.com/satvikpraveen/numpymasterpro

A hands-on, production-ready toolkit to master NumPy — from first principles to real-world applications. Includes modular Jupyter notebooks, reusable utility scripts, cheatsheets, and advanced projects like K-Means clustering from scratch.

broadcasting data-analysis data-science data-source data-visualization jupyter-notebook kmeans-clustering linear-algebra machine-learning matrix-algebra numerical-computation numpy numpy-broadcasting numpy-examples numpy-tutorial open-source python scientific-computing standardization vectorization

Last synced: 08 May 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/joonarafael/ids-exercises

Repository to store the exercise submissions for the Introduction to Data Science course (University of Helsinki).

course-work data-science data-visualization jupyter-notebook university-assignment

Last synced: 16 Jun 2026

https://github.com/hecatops/ad_libs

A real time advertisement data analytics platforming, displaying important metrics in easy to understand language.

dashboard data-analysis data-visualization kpi plotly-dash python

Last synced: 07 Nov 2025

https://github.com/thenazar9/user-behavior-email-campaign-analysis-sql

Analysis of user behavior and email campaign performance using BigQuery and Looker Studio, focusing on account creation trends, email engagement, and user segmentation.

analytics bigquery data-analysis data-visualization etl looker-studio sql structured-query-language

Last synced: 16 Oct 2025

https://github.com/zachbateman/easy_plot

Easy Statistical Visualization in Python

data-analysis data-visualization graphics matplotlib python seaborn

Last synced: 18 Jan 2026

https://github.com/hyoaru/rph-retraction-relationship-visualization

A task output in GEC 3 RPH, retraction relationship visualization

data-visualization graph

Last synced: 31 Mar 2025

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/samkazan/fraud-detection-ml

Machine learning models for enhanced fraud detection in e-commerce transactions, exploring feature engineering, distance prediction, and clustering analysis.

clustering data-science data-visualization dataanalytics dbscan eda hierarchical-clustering kmeans-clustering knn-imputer matplotlib mlxtend python scikit-learn seaborn xgboost

Last synced: 08 May 2026

https://github.com/grandechowhiskey/fcc-data_analysis-projects

A collection of projects completed as part of the FreeCodeCamp "Data Analysis with Python" certification. These projects cover statistical calculations, data visualization, and trend analysis using real-world datasets.

data-analysis data-visualization matplotlib pandas python3 scikit-learn seaborn

Last synced: 01 May 2026

https://github.com/sudodevinci/devincicloud

Flask Website template used for devinci.cloud, The Cost effective weather prediction Project with Växjö Linnaeus Science Park

api api-gateway arduino data-visualization esp32-arduino flask flask-api lcl mysql-database weather-station

Last synced: 18 Apr 2026

https://github.com/k8hertweck/tidytuesdaydataviz

data viz for TidyTuesday lunch meetup at the Hutch

data-visualization tidytuesday

Last synced: 30 May 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/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/zomato-customer-and-restaurant-analysis

This repository contains a comprehensive analysis of Zomato's platform, focusing on various aspects of customer behavior, restaurant performance, and market trends. The analysis leverages data-driven insights to answer key questions that can guide business strategies, enhance customer satisfaction, and optimize operational efficiency.

business-analytics data-analysis data-science data-visualization

Last synced: 02 Apr 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/SebastianUrdaneguiBisalaya/datathon-expresate-peru-con-datos

Contiene la información de los 2 proyectos de análisis y ciencia de datos presentados en la Datatón de la Secretaría de Gobierno y Transformación Digital del Perú.

data-visualization jupyter-notebook machine-learning npl-data python

Last synced: 18 Jan 2026

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/sudarsann27/basic_machine_learning_algorithms

Basic Machine learning algorithms using scikit-learn and other fundamental libraries

data-science data-visualization ensemble-model kaggle numpy pandas scikit-learn supervised-machine-learning

Last synced: 20 Jan 2026

https://github.com/dimits-ts/visualization-assignments

Visualizing and analyzing results from the PISA-2018 competitions with regards to Greek performance and gender gap.

data-analysis data-visualization interactive-graphs presentation-slides r-language tableau

Last synced: 06 Nov 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/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/aaronjmars/token-race

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

coinmarketcap data-visualization dexscreener web3

Last synced: 14 Sep 2025

https://github.com/cluzier/crypto-price-dashboard

Shows current crypto prices and trade history

charts cryptocurrency data-visualization

Last synced: 13 Oct 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

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 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 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 486 Software packages 402 Python 374 Literature and Media 348 UI Components 280 Tools 266 Table of Contents 230 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