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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/bretsw/eme6356-ss23-module5

Slide deck for EME6356, Module 5: Data Visualization (Spring 2023)

analytics data-analytics data-visualization slides visualization

Last synced: 08 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/cartervr/taxdatabase-sql-tableau

End-to-end process for building an SQL Azure database, performing data analysis with SQL and Python, and visualizing data with Tableau.

azure data-science data-visualization database-architecture database-deployment database-management databse-design datanalysis erdiagram sql tableau

Last synced: 13 Mar 2026

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/cronware/predictive-maintenance

The Predictive Maintenance System is a C# WinForms application designed to monitor and analyze sensor data from industrial equipment in real time. It integrates machine learning (ML.NET) and MongoDB to detect anomalies, predict failures, and optimize maintenance schedules before equipment breakdown occurs.

csharp data-visualization dotnet machine-learning mlnet mongodb predictive-maintenance winforms

Last synced: 13 Apr 2026

https://github.com/treyhamilton/ds-project-1

A compilation of various programming concepts written in Python/R covering the topics listed below

covid19-data data-science data-visualization exploratory-data-analysis

Last synced: 06 Jul 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/dbriane208/python-for-data-science

Machine Learning and Data Science repository. Love crafting Machine Learning models.

data-analysis data-science data-visualization machine-learning numpy pandas python seaborn

Last synced: 13 Apr 2026

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/shwetapardhi/assignment-04-simple-linear-regression-2

Q2) Salary_hike -> Build a prediction model for Salary_hike Build a simple linear regression model by performing EDA and do necessary transformations and select the best model using R or Python. EDA and Data Visualization. Correlation Analysis. Model Building. Model Testing. Model Predictions.

correlation-analysis data-visualization distplot eda feature-engineering model-building model-predictions model-template numpy ols-regression p-value pandas python r-square-values regression-plot seaborn simple-linear-regression smf statsmodels t-score

Last synced: 08 May 2026

https://github.com/arya920/stockpriceforecasting

The project seamlessly melds diverse technologies, including Numpy, Seaborn, Matplotlib, Keras, and more, to seamlessly integrate data manipulation, visualization, and machine learning.

data-visualization keras-tensorflow lstm-neural-networks modelling neural-network stock-market stock-price-prediction streamlit-webapp webapp

Last synced: 26 Mar 2025

https://github.com/fatihilhan42/spotify-songs-recommendations-system_with_python

We developed a song recommendation system for the user with the data we received from our Spotify song dataset. Data set and other applications are given in the description. Have a nice day.

data-analysis data-science data-visualization jupyter-notebook python recommendation-engine recommendation-system

Last synced: 02 May 2026

https://github.com/holy-angel-university/global-cost-index-analysis

This analysis explores the cost of living across various countries, aiming to provide insights into economic disparities and living standards on a global scale. Utilizing a dataset that includes indices for overall cost of living, groceries, restaurant prices, and rent, we investigate the top and least expensive countries worldwide.

data-science data-visualization exploratory-data-analysis jupyter-notebook python3

Last synced: 02 May 2026

https://github.com/debjyotisaha/web-application-projects-streamlit-phase-2

This repository showcases interactive web applications built using the Streamlit framework.

dashboard data-visualization python streamlit

Last synced: 02 May 2026

https://github.com/dissorial/prx21_erikz

Analysis of self-tracked data: interactive visualizations & predictive algorithms

analytics data-analysis data-science data-visualization machine-learning matplotlib pandas python python3 visualization

Last synced: 02 May 2026

https://github.com/benzerinsio/breastcancer-eda

📊 Análise Exploratória de Dados (EDA) - Câncer de Mama | Exploração de características clínicas para identificar padrões e relações no diagnóstico de câncer de mama.

analise-de-dados analise-exploratoria analise-exploratoria-de-dados data-analysis data-visualization diagnosis eda exploratory-data-analysis health-care medical-data python seaborn

Last synced: 02 May 2026

https://github.com/s1dewalker/electric-future

Visual Analysis: Future of Automotive Industry

data data-visualization machine-learning python3 regression-analysis tableau

Last synced: 02 May 2026

https://github.com/peter-gy/autovistype

Probing vision-language model alignment with human expert visual grouping over stratified sample of VIS30K dataset.

data-visualization google-genai langchain llm-benchmarking marimo meta-llama mistral multi-label-classification openai polars qwen uv vis30k vision-language-model visual-stimuli visualization-categorization vlm

Last synced: 02 May 2026

https://github.com/femincan/d3-treemap-diagram

My solution for the Visualize Data with a Treemap Diagram project on FCC.

css3 d3js data-visualization html5 javascript

Last synced: 02 May 2026

https://github.com/gerhynes/d3-notes-app

A simple notes app built to practice D3 selection methods. Built for The Advanced Web Developer Bootcamp.

d3 data-visualization javascript

Last synced: 03 May 2026

https://github.com/faizkhairi/repo-insights

Visualize commit patterns, language breakdown, and contributor stats for any GitHub repository

analytics data-visualization github github-api nextjs oauth recharts swr tailwindcss typescript visualization

Last synced: 02 May 2026

https://github.com/gkar90/gdp-vs-life-expectancy

Statistical analysis on GDP vs Life Expectancy

data-science data-visualization statistical-analysis

Last synced: 09 Jun 2026

https://github.com/inevolin/multivariate-data-analysis

Showcases of modern multivariate & multidimensional data analysis in industrial and high-tech settings.

analytics data-analysis data-science data-visualization javascript

Last synced: 09 Jun 2026

https://github.com/davityak03/stock-value-prediction-and-forecasting

This project predicts stock market trends using an LSTM neural network, focusing on Apple Inc.'s historical data for accurate future price forecasting. It includes data retrieval, preprocessing, model training, and evaluation.

data-visualization datareader lstm pandas python tensorflow tiingo

Last synced: 03 May 2026

https://github.com/isinghabhishek/data_analysis_with_python

Introduction to Data Analysis covering the basics of Python, Numpy, Pandas, Data Visualization, and Exploratory Data Analysis.

data-visualization exploratory-data-analysis numpy pandas python

Last synced: 03 May 2026

https://github.com/vincenzopalazzo/visualsars2chart

Visual analytics data COVID-19 (SARS 2) with python and Tableau

covd-19 covid-2019 covid19 data-visualization datacleaning dataset python3

Last synced: 03 May 2026

https://github.com/ronaldkanyepi/southern-africa-health-indicators-analysis

Visualizing Health Trends in Southern Africa: Analyzing World Bank data (2013–2020) to uncover patterns in life expectancy, infant mortality, HIV prevalence, and maternal mortality.

botswana data-visualization dplyr ggplot2 ggtext health healthcare mozambique patchwork r south-africa tidyverse viridis zimbabwe

Last synced: 09 Jun 2026

https://github.com/monteirooscar98/tarifas-publicas-sp-dieese

Extração de dados através de WebScraping no site do Dieese e Analise em relação as Tarifas Públicas do Município de São Paulo.

data-analysis data-visualization python webscraping

Last synced: 03 May 2026

https://github.com/fatihilhan42/tourist_analysis_in_turkey_with_python

In this project, the number of tourists coming to Turkey between 2008-2021 was analyzed. The data from the data set you can find in the warehouse was first organized using data cleaning algorithms. These cleaned data were then output graphically using data visualization algorithms.

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

Last synced: 03 May 2026

https://github.com/miteshgupta07/covid-19-report-dashboard-using-streamlit

A Streamlit dashboard for COVID-19 reporting that provides real-time updates, visualizations, and analysis of global and local COVID-19 data to track the pandemic's progress and impact.

data-visualization python streamlit

Last synced: 03 May 2026

https://github.com/lut-ful/credit-card-financial-report-dashboard

Visualizing and unlocking different KPI's of a Financials instution depending on credit card data using Power BI.

data-analytics data-visualization dax-query postgresql powe-bi python statics

Last synced: 03 May 2026

https://github.com/james-julius/latent-space-explorer

A flythrough 3D map of meaning — type any concept and watch it land near related ideas. In-browser embeddings (no install, no key), pre-seeded scenes, and a multi-model knowledge explorer.

3d-visualization ai claude data-visualization embeddings gemini latent-space llm machine-learning nextjs openai react-three-fiber semantic-search text-embeddings threejs transformers-js typescript umap vector-search webgpu

Last synced: 09 Jun 2026

https://github.com/nix7amcm/fcc-data-viz-cert-projects

These are my projects for the freeCodeCamp Data Visualization certification.

d3 d3-visualization d3js data-visualization data-viz freecodecamp freecodecamp-project html-css-javascript

Last synced: 03 May 2026

https://github.com/corey-richardson/microbit-data-logger

In preparation for Work Experience Students coming in, I am using this project to familiarise myself with the BBC micro:bits which we will provide them with. I am also using it as a chance to expand on my data visualisation with Python experience.

data-visualization matplotlib microbit pandas pyplot signal-processing

Last synced: 03 May 2026

https://github.com/ronitjariwala/prodigy_ds_05

Prodigy InfoTech Data Science Internship Task-5

data-science data-visualization python

Last synced: 03 May 2026

https://github.com/rohitinu6/tesla-price-prediction

A machine learning project that predicts future stock price movements using Logistic Regression, SVC, and XGBoost with engineered financial features.

data-analysis data-visualization feature-engineering financial-analysis logistic-regression machine-learning matplotlib python scikit-learn seaborn stock-market stock-price-prediction support-vector-machine time-series xgboost

Last synced: 03 May 2026

https://github.com/jbalooshie/plotly_deployment

This project uses JavaScript, Plotly, and HTML to create an interactive dashboard on a webpage. The data is from a fictional study examining bacteria cultures in the subject's navels. The dashboard allows you to filter between participants and shows different information about their samples.

css dashboard data-visualization html javascript plotly

Last synced: 03 May 2026

https://github.com/baggiponte/ta-business-statistics-2023

🎓 Business Statistics [UniMi • AY 2022/2023]

data-mining data-science data-visualization r tidyverse

Last synced: 03 May 2026

https://github.com/swanie21/svg-graphs

Data visualization with svg graphs

data-visualization react svg-graphs

Last synced: 03 May 2026

https://github.com/vipulbunny/restaurant-insight-analysis

A comprehensive data analysis project exploring restaurant ratings, locations, and customer sentiments. This project includes data preprocessing, descriptive analysis, geospatial mapping, sentiment analysis, and price-rating correlations using Python and visualization tools.

data-analysis data-preprocessing data-visualization folium geospatial geospatial-analysis geospatial-visualization machine-learning nlp pandas python restaurant-insights seaborn sentiment-analysis

Last synced: 03 May 2026

https://github.com/dvmorozov/arxiv

ArxivExpress - arxiv.org client for Android and iOS, ArxivNavigator - interactive arxiv.org metadata visualization. I would appreciate any way of contributing: GitHub issue, email or pull request.

android-application arxiv arxiv-api arxiv-org csharp d3-js d3-visualization d3js data-science data-visualization datascience ios-app javascript pyhton3 xamarin xamarin-forms

Last synced: 03 May 2026

https://github.com/nathadriele/diabetes-clinical-etl-pipeline

Este projeto de Engenharia de Dados em Saúde Pública implementa um pipeline completo para coletar, tratar, padronizar, validar, integrar e visualizar dados públicos do SUS relacionados ao Diabetes Mellitus no Brasil, filtrando pelos códigos CID-10 E10 a E14.

cid data-analysis data-extraction data-pipeline data-science data-structures data-visualization datasus diabetes-detection diabetes-prediction epidemiology-analysis etl-pipeline healthcare-analytics ibge logger pytest sih streamlit sus

Last synced: 09 Jun 2026

https://github.com/codeslash21/tmdb_data_analysis

We analysed TMDB dataset which contains around 11000 movies details. We analyzed to find some interesting facts about the dataset.

data-analysis data-visualization matplotlib nanodegree-project numpy pandas python tmdb-movie

Last synced: 03 May 2026

https://github.com/ledsouza/reg-linear-ii

Projeto de estudo de técnicas avançadas de modelagem em regressão linear

data-science data-visualization linear-regression pandas seaborn sklearn statsmodels vitrinedev

Last synced: 03 May 2026

https://github.com/akhil-krishnan-r/super_market_analysis

The growth of supermarkets in most populated cities are increasing and market competitions are also high. This dataset is one of the historical sales of supermarket company which has recorded in 3 different branches for 3 months data. Predictive data analytics methods are easy to apply with this dataset

data-visualization matplotlib numpy pandas seaborn

Last synced: 03 May 2026

https://github.com/panastasiadis/k8s-smart-home-frontend-service

A Streamlit-based front-end, developed as part of the thesis "Enhancing Integration Process and Manageability of a Microservices-Based Home Automation Application with Kubernetes". This GUI connects to a Django backend and InfluxDB to enable real-time sensor monitoring, device and room management, and action automation.

dashboard data-visualization gui home-automation python smart-home streamlit user-interface

Last synced: 03 May 2026

https://github.com/gerhynes/d3-birth-chart

An interactive UN birth rate bar chart built to practice manipulating SVGs with D3. Built for The Advanced Web Developer Bootcamp.

d3 data-visualization javascript

Last synced: 03 May 2026

https://github.com/allanreda/ga4-session-predictor-flask-app

Flask app that can predict future number of GA4 sessions, using the Prophet library.

data-visualization flask ga4-api matplotlib pandas prophet-library python time-series-forecasting

Last synced: 03 May 2026

https://github.com/leandrocollares/foreign-born-population-in-canada

Responsive bar chart that shows the percentage of foreign-born population in Canada between 1871 and 2011

d3 data-visualization svelte

Last synced: 03 May 2026

https://github.com/prachipatel15/priceprediction

I've build a real estate price prediction project which predicts a house price in Banglore.

data-science data-visualization machine-learning pandas python

Last synced: 03 May 2026

https://github.com/shivabajelan/belly-button-biodiversity-dashboard

Belly Button Biodiversity Dashboard is an open-source interactive dashboard that visualises the Belly Button Biodiversity dataset. Built with JavaScript, D3.js, Plotly.js, HTML, and CSS, the dashboard features include a dropdown menu, horizontal bar chart, bubble chart, demographic information display.

css d3 dashboard data-visualization html javascript plotly visualization

Last synced: 03 May 2026

https://github.com/imgios/dependensee

📊 Minimal relaxed functional dependencies set visualization webapp.

angular d3js data-visualization ionic rfd typescript visual-analytics webapp

Last synced: 03 May 2026

https://github.com/yugsumeet17/churn-analysis-project--power-bi-sql-machine-learning

Dataset Explained, Project Goals & Metrics Required, SQL Server ETL & Data Cleaning, Power BI Data Load, Transformation, Blueprint & Measures, Power BI Visualization - Summary Page, Building Machine Learning Model - Random Forest, Power BI Visualization - Churn Prediction Page

data data-visualization dataanalytics excel postgresql powerbi python3

Last synced: 03 May 2026

https://github.com/ljadhav25/swiggy-restaurant-analysis

This repository contains data and analysis related to restaurants listed on Swiggy, one of India's largest online food ordering and delivery platforms. The objective is to explore restaurant trends, customer reviews, pricing strategies, and delivery metrics to gain insights into the food delivery industry.

data-analysis data-visualization matplotlib-pyplot numpy-library pandas-library python seaborn-plots

Last synced: 03 May 2026

https://github.com/eikospartners/ngcatalyst

Repo for visuzalizations for Angular

angular d3 data-visualization

Last synced: 03 May 2026

https://github.com/ibrahim1993-2/iraq-primary-enrollment

Data analysis of Iraq’s primary school enrollment (1960–2024). Includes SQL-style exploration, 14 insights with CSV exports, visualizations, and a polished Jupyter Notebook (PDF + HTML).

data-visualization eda education-data iraq jupyter-notebook matplotlib pandas portfolio-project python3 world-bank

Last synced: 03 May 2026

https://github.com/joaopalmeiro/b2-presentation

Materials for the presentation of the paper: "B2: Bridging Code and Interactive Visualization in Computational Notebooks" (Yifan Wu, Joseph M. Hellerstein, Arvind Satyanarayan — UIST 2020).

data-visualization interactive-visualizations jupyter jupyter-notebook jupyter-notebook-extension python r vega-lite xaringan

Last synced: 03 May 2026

https://github.com/devesh8423/machine_learning

Machine Learning practice projects, Jupyter notebooks, and datasets for learning regression, classification, and data analysis.

classification data-analysis data-science data-visualization jupyter-notebook machine-learning matplotlib ml-project numpy-library pandas python regression sckit-learn seaborn

Last synced: 03 May 2026

https://github.com/donmaruko/flask-data-analysis

Flask API for statistical calculations. Data analysis, cleansing, visualization, and manipulation. Documented by Swagger.

api api-rest data-analysis data-science data-visualization datascience flasgger matplotlib pandas seaborn sqlite wordcloud

Last synced: 03 May 2026

https://github.com/akashparley/ipl-data-analysis

The IPL Data Analysis project focuses on extracting valuable insights from IPL match data using various data analytics techniques. By analyzing historical match outcomes, player performances, team comparisons, and venue statistics, the project visualizes trends and patterns through graphs like bar charts, line graphs, and scatter plots.

analytics data-visualization excel metplotlib numpy pandas python seaborn tableau-dashboards

Last synced: 04 May 2026

https://github.com/fnfkkengine/website-performance-data-analysis-project

🌐 Analyze website performance data to gain insights on user engagement, traffic trends, and optimize your digital presence effectively.

analysis analytics dashboard data-analyst data-collection data-preprocessing data-visualization dax funnel-analysis jupyter-notebook matplotlib mysql numpy paid-search power-query project-management python storytelling

Last synced: 04 May 2026

https://github.com/pragmaai/yelp-datapipeline

🍽️ Yelp Data Pipeline & Analytics Dashboard End-to-end data engineering pipeline processing Yelp dataset with Rust transforms, Apache Airflow orchestration, and interactive Streamlit analytics. Features business insights, user engagement analysis, and city performance comparisons. 🚀 Docker-ready • 📊 Interactive Dashboard • ⚡ High-performance R

airflow data-engineering data-pipeline data-visualization datafusion docker rust streamlit yelp yelp-dataset

Last synced: 04 May 2026

https://github.com/pejpero/multi-class_classifier

This project demonstrates multiclass classification using Perceptron and Logistic Regression, implemented from scratch without using built-in libraries. It includes techniques like One-Versus-The-Rest and One-Versus-One for Perceptron, and Softmax for Logistic Regression, with a focus on understanding core ML concepts.

data-visualization logistic-regression machine-learning multiclass-classification one-vs-one one-vs-rest perceptron python scratch-implementation softmax

Last synced: 09 Jun 2026

https://github.com/samruddhi3012/screen-time-analysis

Hi! This repo demonstrates a python project on Screen Time Analysis.

data-analysis data-visualization python

Last synced: 04 May 2026

https://github.com/parmaster/logserver

Collecting telemetry data posted by IoT devices into MQTT, filtering, processing and visualizing results

data-visualization golang-template iot-application mqtt mqtt-client template

Last synced: 04 May 2026

https://github.com/rumana-amin/sql-data-warehouse-and-analytics-project

Building a data warehouse using with SQL Server, including ETL processes, data modeling, and analytics

data-cleaning data-visualization data-warehouse etl etl-pipeline sql-queries sql-server

Last synced: 09 Jun 2026

https://github.com/mindlessmuse666/titanic-data-visualization

Проект по визуализации данных о пассажирах Титаника с использованием библиотек Python Matplotlib, Seaborn и Plotly.

data-analysis data-visualization matplotlib pandas plotly python seaborn titanic

Last synced: 04 May 2026

https://github.com/gerhynes/d3-pie-chart

A D3 pie chart showing UN birth data grouped by continent. Built for The Advanced Web Developer Bootcamp.

d3 data-visualization javascript

Last synced: 04 May 2026

https://github.com/joaopalmeiro/altair-playground-app

An application powered by Streamlit to test different configurations on an Altair chart.

altair data-visualization streamlit

Last synced: 04 May 2026

https://github.com/leosimoes/udacity-communicate-data-findings-titanic

Project 5 of the Udacity Data Analyst Nanodegree Program. Data analysis with views of the titanic dataset.

data-science data-visualization python

Last synced: 04 May 2026

https://github.com/michal-radomski/3d-libraries_data-visualization_webgl

3D libraries, data visualization and WebGL courses from Udemy.com

3d d3js data-visualization threejs webgl

Last synced: 04 May 2026

https://github.com/xiaohan2012/myunisport

Visualize your Unisport annual training records

data-analysis data-visualization pandas pygal sports-stats tikzposter

Last synced: 04 May 2026

https://github.com/fatihilhan42/the-office-eda

Data analysis study of my favorite sitcom, The Office (US).

data-analysis data-science data-visualization fatihilhan office python sitcom

Last synced: 04 May 2026

https://github.com/sanchittechnogeek/rental-data-visualization_python

Statistics and visualization of rental data with python

data-analysis data-science data-visualization statistics

Last synced: 04 May 2026

https://github.com/nitrocosmstudios/temperature-sonification

Experimental sonification of temperature sensor data revealing structured, speech-like patterns coinciding with geomagnetic disturbances. Includes original dataset processing, synthetic signal attempts, and full write-up.

audio-analysis data-visualization electromagnetic-interference emf environmental-monitoring open-science raspberry-pi signal-processing sonification temperature temperature-monitoring temperature-sensor usb-devices weird-science

Last synced: 04 May 2026

https://github.com/furkalb/global-power-plant-analysis

Global Power Plant Database Analysis is a Streamlit-based interactive web app designed to explore and analyze worldwide energy generation data

analysis data-science data-visualization energy-analysis exploratory-data-analysis gis global-energy machine-learning mapbox plotly predictive-modeling python streamlit streamlit-dashboard

Last synced: 04 May 2026

https://github.com/damisparks/become_data_analyst

Are you new to Data Analysis ? Here you will find simple notebook that will help through your journey. These are personal projects I work on and still working.

data data-analysis data-visualization matplotlib numpy pandas-tutorial

Last synced: 04 May 2026

https://github.com/ibrahimm7004/supermarket-sales-analysis

This project focuses on Data Mining techniques to gather inisights about customer behaviour regarding Supermarket Sales. Includes: Association Rule Mining, Temporal Patterns in customer behavior, Sequential Pattern Mining, Classification, Regression, and Outlier Detection.

apriori association-rules data-analysis data-mining data-science data-visualization fpgrowth python sales-analysis supermarket-sales

Last synced: 04 May 2026

https://github.com/mr-chang95/sf_data_visualization

In this personal project, I am interested in examining all of the active businesses in the San Francisco Bay Area while performing some simple data visualizations, mainly on categorical variables.

business data-analysis data-visualization jupyter-notebook pandas python san-francisco

Last synced: 04 May 2026

Data visualization Awesome Lists
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Data visualization Categories
The Data Science Toolbox 586 Uncategorized 542 Software packages 402 Python 374 Literature and Media 348 UI Components 280 Tools 277 Table of Contents 228 Learning Resources 211 Machine Learning 205 Data and models 202 Books 202 Plot layers 196 文本数据和NLP 190 Software list 189 Training Resources 188 Data Visualization 162 Deep Learning Framework 150 Other Awesome Lists 136 数据可视化 133