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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/niniola-creator/niniola-creator

This is a repository that I have created to show my skills, share my projects and track my progress in my data science/web development journey.

bootstrap5 css3 data-analysis data-science data-visualization database html5 javascipt javascript matplotlib pandas powerbi python spreadsheets sql

Last synced: 07 Apr 2026

https://github.com/arosas17/bikesharing

Use of Tableau Public to create unique graphs to visualize clear patterns in a bike-sharing program and possibly be applied to a new bike-sharing program.

data-visualization tableau-public

Last synced: 25 Apr 2026

https://github.com/kevinbdx35/rocket-telemetry

Modern rocket telemetry system with real-time dashboard, built in Python using PyQt5 and matplotlib

aerospace-engineering aerospace-sensors dashboard data-visualization embedded-systems flight-data gui matplotlib pyqt5 python real-time rocket telemetry

Last synced: 15 May 2026

https://github.com/gfav-cybergeek/prodigy_ml_01

A linear regression model to predict house prices based on square footage, number of bedrooms, and bathrooms. Includes feature engineering, preprocessing, and model evaluation.

ai airtificialintelligence algorithms algorithms-and-data-structures data-structures data-visualization jupyter jupyter-notebook jupyterlab machine-learning machine-learning-algorithms machine-learning-models python

Last synced: 05 Apr 2025

https://github.com/cyprianfusi/world-happiness-report-for-2015-2019

World Happiness Report for 2019 with strange and unexpected results for Sub-Sahara African Countries! But it's data speaking...

data-visualization pandas-python

Last synced: 21 Mar 2025

https://github.com/piras-s/tuningcurvesnestedbayesianinference

Bayesian inference of neural tuning curves using nested sampling (PyMultiNest), with theory, simulation, and diagnostic visualizations.

bayesian-inference data-visualization machine-learning model-evaluation nested-sampling neuroscience pymultinest python3 simulation

Last synced: 18 May 2026

https://github.com/cyprianfusi/uk-covid-19-data-via-opendata-api

With recommendation to the UK government to halt all mandatory testing! Tests should only be conducted on patients as part of diagnosis and treatment. This is because with low prevalence of the disease most positive test results are false positives. This is due to irreducible error in the test.

api covid-19 data-visualization pandas-python uk

Last synced: 21 Mar 2025

https://github.com/cyprianfusi/new-york-city-public-schools-and-sat-scores

One of the most controversial issues in the U.S. educational system is the efficacy of standardized tests and whether they're unfair to certain groups. We could correlate SAT scores with factors like race, gender, income, and more.

data-analysis-python data-cleaning data-visualization data-wrangling

Last synced: 21 Mar 2025

https://github.com/tiennm99/xr2s25fe

Personal device-upgrade datasheet — iPhone XR (2018) to Galaxy S25 FE (2025), rendered six ways: blueprint + five Apple-style formats.

apple-to-android blueprint data-visualization device-comparison html-css iphone-xr samsung-galaxy-s25-fe static-site svg

Last synced: 01 Jul 2026

https://github.com/tiennm99/programming-fengshui

Map programming languages to Ngũ Hành (Five Elements) by their GitHub Linguist colors. Dual-mode static site: classic (2018 toidicodedao image) and modern (HSL classifier focused on TIOBE Top 20).

data-visualization feng-shui github-linguist github-pages ngu-hanh programming-languages static-site tiobe-index vanilla-javascript vietnamese

Last synced: 01 Jul 2026

https://github.com/cosmoduende/r-ggcats

StrangeR things: Adding… Cats? to your plots on R. How to analyze and visualize data with the help of funny cats with the ”ggcat” package.

data-analysis data-analytics data-science data-visualisation data-visualization data-viz dataviz ggcats r-language r-library r-package r-programming r-scripts r-studio rstats rstudio

Last synced: 22 Jul 2025

https://github.com/radhikareddy-chintareddy/big-data-analysis-ny-weather-air-quality-2022

End-to-end workflow showcasing database setup, API development, and interactive data retrieval of large datasets. Includes integration and analysis of 2022 SURFACE HOURLY weather data (global, US, and NY) merged with NY air pollution data from the EPA to uncover actionable insights.

big-data-analytics data-integration data-visualization flask-restful jupyter-notebook pymysql python

Last synced: 18 May 2026

https://github.com/vit0r/trino-datavirtualization

POC trino - some catalogs, mariadb,postgresql,mongodb and minio

data-visualization

Last synced: 07 Mar 2026

https://github.com/kylemit/livedataisbeautiful

A casual attempt at data visualizations

data-visualization highcharts

Last synced: 20 May 2026

https://github.com/andersoncrs/analisis-de-texto-tweets

En este proyecto exploro el análisis de texto de tweets para descubrir tendencias, opiniones y temas relevantes en redes sociales. Usando herramientas de procesamiento de lenguaje natural, convierto grandes volúmenes de mensajes en información clara y visualmente atractiva.

data-analysis data-visualization eda text-mining

Last synced: 21 Jul 2025

https://github.com/nadamarei/data-analyzer

The Qualitative Data Analysis Tool is a powerful Streamlit application designed for researchers to analyze word frequencies in corporate documents. This tool processes PDF reports, identifies target words and their contextually relevant synonyms, and generates comprehensive reports with document statistics, summary analysis, and per-file breakdowns

data-analysis data-visualization python-3 streamlit

Last synced: 18 May 2026

https://github.com/ddihora1604/iitk_task

A comprehensive financial data analysis system that collects, processes, and analyzes data from approximately 500 tickers in the S&P Global Index. It provides detailed financial information, ESG metrics, and various financial statements for comprehensive market analysis.

beautifulsoup4 data-analysis data-visualization datamodelling dataset esg machine-learning python yahoo-finance

Last synced: 30 Jun 2026

https://github.com/nadahamdy217/skincaresentinel

This project analyzes customer feedback for skincare products by predicting sentiment using an unsupervised model. It includes a web application for real-time sentiment analysis, an ETL pipeline built with Azure Data Factory, Azure Databricks, and Azure Synapse Analytics, and a Power BI dashboard for visualizing review trends.

azure customer-feedback data-engineering data-science data-visualization database databricks etl-pipeline flask machine-learning powerbi python sentiment-analysis synapse-analytics unsupervised-learning web-application

Last synced: 07 Apr 2026

https://github.com/j5py/py4e

Python for Everybody Specialization (from University of Michigan on Coursera).

api data-visualization json python sql sqlite xml

Last synced: 05 May 2026

https://github.com/pronzzz/diabetes-prediction

Diabetes prediction using a KNN model and Pima Indian Diabetes Dataset

data-analysis data-manipulation data-preprocessing data-visualization knn machine-learning outlier-detection seaborn

Last synced: 13 Apr 2025

https://github.com/ansh-info/literaturesurvey

Literature Survey Engine, leverages the powerful Semantic Scholar's Recommendation API to provide you with highly relevant research article recommendations based on your curated lists of articles.

api api-integration automation data-analysis data-visualization docker docker-compose literature-survey machine-learning mysql paper-recommendations python recommendation-system research-tools semantic-scholar streamlit zotero

Last synced: 10 Apr 2026

https://github.com/ireneflorez/exploration_r

Data exploration on the 'White Wine Quality' dataset using R

data-analysis data-visualization r

Last synced: 16 Jun 2026

https://github.com/annaanastasy/regression-project-flood-prediction

This project uses machine learning regression models to predict flood risks based on environmental and historical data, employing techniques such as linear regression, polynomial regression, SGDRegressor, and XGBoost for accurate flood prediction.

data-preprocessing data-science data-visualization feature-engineering machine-learning-algorithms regression xgboost-regression

Last synced: 05 Apr 2025

https://github.com/annaanastasy/clustering-fish-species

A comprehensive project demonstrating the use of various clustering techniques to analyze and group fish data effectively.

clustering-algorithm data-science data-visualization machine-learning-algorithms unsupervised-clustering unsupervised-machine-learning

Last synced: 05 Apr 2025

https://github.com/aromoh/bokeh-dashboard-debate-analysis

Project developed in Python 3.5 making use of Bokeh library to display the opinion of users of the debate of June 13, 2016 among the candidates for the presidency of the government of Spain.

bokeh dashboard data-visualization python-3-5 sentiment-polarity

Last synced: 02 Apr 2026

https://github.com/diliprk/smartcityvisualization

Data Wrangling and Data Visualization Works done for Smart City Project at HBK Saar

bokeh data-analysis data-visualization python3

Last synced: 15 May 2026

https://github.com/another-guy/use-d3

React hooks for D3.js data visualization library.

d3 d3js d3js-hook d3js-hooks data-visualization data-viz react react-hook react-hooks reactjs

Last synced: 16 Jan 2026

https://github.com/sarveshdhond/home_value_analysis

Home value analysis of North America using Tableau. This project takes into consideration home values, bedrooms, bathrooms, condition and location.

data-analytics data-visualization tableau

Last synced: 11 Jan 2026

https://github.com/shubhammittal-data/sales-customer_dashboard_tableau

An interactive Tableau project showcasing advanced data visualization techniques for sales performance and customer analytics. This dashboard provides key business insights using KPIs, trend analysis, and customer segmentation. Designed for executives, sales managers, and marketing teams to drive data-driven decision-making.

customer-behavior-analysis customer-segmentation data-analysis data-visualization product-analytics sales-analysis tableau tableau-dashboards tableau-public

Last synced: 07 Mar 2026

https://github.com/jlee9503/defense-risk-prediction

Build a machine learning pipeline that ingests defense procurement data, identifies high-risk contracts, and visualizes the results in an interactive dashboard.

data-analysis data-visualization exploratory-data-analysis python

Last synced: 25 Jan 2026

https://github.com/dsite42/capstone_project_rossmann

This is the final project of my 6-month training as a Certified Data Scientist at XDi - Experience Design Institut GmbH

data-science data-visualization machine-learning plotly python regression-models reports

Last synced: 15 May 2026

https://github.com/ghonim0007/project_cairo_map

Cairo Map Visualization using Prettymaps — A Python project to generate a detailed and visually appealing map of Cairo, Egypt, including streets, buildings, water bodies, and greenery layers.

cairo data-visualization gis maps openstreetmap osm prettymaps python

Last synced: 02 May 2026

https://github.com/chahelgupta/fitness-data-analysis-r-project

This project focuses on analyzing fitness data collected from various tracking devices to gain insights into users' activity levels, sleep patterns, calorie expenditure, and heart rate. The dataset used in this project consists of multiple CSV files, each containing different aspects of fitness-related data.

data-analysis data-cleaning data-exploration data-science data-visualization r r-language r-programming r-studio

Last synced: 18 May 2026

https://github.com/singhdivyank/visualization

Wrangling NYPD data and visualising using graphs and maps in Python, Tableau, and R

data-visualization data-wrangling geopandas ggplot2 plotly pygwalker

Last synced: 13 Jun 2026

https://github.com/sayamalt/tmdb-movies-end-to-end-etl-and-ml-pipeline

This project encompasses end-to-end ETL and ML pipeline development. Data ingestion from TMDB API covered top-rated, current, upcoming, and popular movies with genres. Performed EDA to derive several valuable insights and observations. Developed a regression model with 97% r2 score to predict average movie ratings accurately.

azure-databricks azure-key-vault data-ingestion data-transformation data-visualization etl-pipeline exploratory-data-analysis extract-transform-load feature-engineering mlflow mlflow-tracking model-training-and-evaluation pyspark-mllib regression-models spark

Last synced: 15 May 2026

https://github.com/majajuri/vizualizacija-podataka

Labosi iz predmeta Vizualizacija podataka (FER)

d3js data-visualization jupyter-notebook tableau

Last synced: 05 Apr 2025

https://github.com/smahala02/materials-science-data-analysis

Analysis of diffraction and spectrum data in materials science using Python for data visualization and interpretation.

data-visualization diffraction-analysis materials-science python spectrum-analysis

Last synced: 18 May 2026

https://github.com/tamanna2005/streamlit-crime-dashboard

A Streamlit-based personal project that visualizes crime data in Pittsburgh through an interactive dashboard, focusing on data storytelling and insightful exploration.

crime-data data-analysis-project data-visualization eda interactive-dashboard python streamlit

Last synced: 28 Jun 2025

https://github.com/jigyasag18/data-analysis-using-ms-excel

This project is on analyzing real-time data from Ambuvians Healthcare, a health products startup. It included data cleaning, such as removing duplicates and addressing missing values, followed by analyses to reveal insights into sales trends, customer demographics, and purchasing behaviors. Visualizations in MS-Excel including bar and pie charts.

analysis data data-visualization dataanalysis datacleaning datapreprocessing dataset msexcel visualization

Last synced: 07 Mar 2026

https://github.com/jigyasag18/amazon-power-bi-dashboard

The Amazon Power BI Dashboard Project repository provides an interactive analytics dashboard for visualizing and analyzing sales performance across various product categories within Amazon's ecosystem. Utilizing comprehensive sales data, it empowers stakeholders with actionable insights to enhance decision-making and improve business strategies.

data data-visualization dataanalysis dataanalytics dataset datasets datavisualization-project powerbi powerbi-report powerbi-visuals powerbidashboard

Last synced: 07 Mar 2026

https://github.com/yusuf4030/the-data-analyst-toolkit

📊 Explore essential data analysis tools organized by role and task, empowering users from students to professionals with quick access to valuable resources.

budget budget-management business-intelligence charts cookbook cureated-list data data-analysis-python data-visualization internet-of-everything internet-of-transport large-language-models nse open-source python selenium stock-market traffic-analysis

Last synced: 18 May 2026

https://github.com/as16082023/data-professional-survey-breakdown-

Created a dashboard to visualize survey data of data professionals

alex-the-analyst dashboard data-visualization guided-project power-bi power-query

Last synced: 20 Mar 2026

https://github.com/carol-neto/sprint-3-data-manipulation

In this project I analyzed the behavior of users of an online market.

data-visualization graphics matplotlib python

Last synced: 15 May 2026

https://github.com/piras-s/oceananalysisprocess

This project models expected temperature drop across the ocean's cool skin layer behavior from meteorological inputs, then compares predictions to 2021 satellite data to identify anomalies. Includes uncertainty quantification and spatial-temporal analysis.

bayesian-inference data-visualization gaussian-process-regression gaussian-processes machine-learning model-evaluation ocean python3 satellite-data

Last synced: 01 Jul 2026

https://github.com/eerkela/data-science-specialization

Coursework for Johns Hopkins University's Data Science Specialization, provided through Coursera

data-science data-visualization exploratory-data-analysis machine-learning nlp r regression statistics

Last synced: 31 May 2026

https://github.com/lparham2/factors-driving-ev-adoption-charging-station-deployment

This project explores factors driving EV adoption and charging station deployment using Python-based data analysis. It examines sales trends, infrastructure growth, and socioeconomic influences to uncover key insights. The goal is to aid policymakers and businesses in optimizing EV infrastructure and accelerating sustainable transportation.

data-analysis data-visualization electric-vehicle-charging-station electric-vehicles powerpoint-presentations python

Last synced: 18 May 2026

https://github.com/aidanv22/kagglecompetitions2024

These are coding projects I worked on during my 2024 Fall Semester. Each of these was ranked either in the 18pt or 20pt benchmark.

data-visualization data-wrangling dplyr embeddings feature-engineering feature-selection linear-regression logistic-regression models pca-analysis r xgboost

Last synced: 06 Apr 2025

https://github.com/neuraladitya/polynomial_regression_c

A high-performance polynomial regression implementation in pure C with gradient descent optimization and visualization support.

algorithm-implementation c-programming csv-processing data-science data-visualization high-performance-computing machine-learning numerical-computing polynomial-regression regression-analysis

Last synced: 05 Apr 2025

https://github.com/ayax537/codsoft-task2

Second task on CodSoft Internship Transaction Fraud Detection! During my CodSoft internship, I worked on a challenging project focused on detecting fraudulent credit card transactions

data-modelling data-visualization eda machine-learning model-evaluation

Last synced: 29 Oct 2025

https://github.com/sean-doody/gmu-chss-degrees

Analysis of labor market outcomes for humanities and social science college degree holders.

data-visualization r statistics

Last synced: 05 Jul 2025

https://github.com/kaoutarmi/analyse-des-ventes-pour-optimiser-la-performance

Analyse des données de ventes pour identifier des opportunités d'amélioration des performances commerciales. Utilisation de Pandas pour le traitement des données, et Matplotlib/Seaborn pour la visualisation des tendances et des résultats.

business-intelligence data-analysis data-visualization jupyter-notebook matplotlib pandas sales-optimization seaborn

Last synced: 01 Jul 2026

https://github.com/arction/lcjs-example-0452-pielut

A demo application showcasing using LightningChart JS Pie Chart with a lookup table for styling.

data-visualization demo example lcjs lightningchart-js pie-chart

Last synced: 12 Mar 2025

https://github.com/hudson-newey/ecoacoustic-analysis-pipeline

A generalised pre-processing, metadata extraction, and analysis pipeline

data-visualization environment-variables pipeline

Last synced: 29 Apr 2025

https://github.com/lucs1590/triathlon-dashboard

This is a repository that shows some graphics and makes a dashboard related to triathlon data.

angular dashboard data-visualization data-viz graphs plotly plotly-dash plotlyjs storytelling triathlon

Last synced: 12 May 2026

https://github.com/saob007/tablero_subsidios_servicio_agua

Se construye un dashboard para el análisis de la distribución y asignación de subsidios para agua potable y alcantarillado otorgados por la Secretaría de Planeación de la Alcaldía de Sincelejo en 2020, con el objetivo de identificar patrones en cobertura, consumo, facturación y subsidios, facilitando la toma de decisiones en políticas públicas

dashboard data-analysis data-visualization looker-studio

Last synced: 31 Jan 2026

https://github.com/timjjting/escaping-flatland-slides

Slides for techniques behind escaping flatland

data-visualization glsl lod octree threejs

Last synced: 14 May 2025

https://github.com/dkoh2018/car_shopping

A car price analysis tool with brand comparisons, trend tracking, and interactive visualizations. Built with Python and Streamlit

automotive car-market data-visualization price-analysis price-tracker python streamlit web-scraping

Last synced: 18 May 2026

https://github.com/parvatijay2901/homelessness-in-the-us

Data511: Data Visualization for Data Scientists (Final Project)

data-visualization python tableau

Last synced: 18 May 2026

https://github.com/gui-sitton/games

Identify patterns that determine whether a game is successful or not. This will allow you to identify potential big winners and plan advertising campaigns.

data data-analysis data-analysis-python data-science data-visualization python

Last synced: 18 May 2026

https://github.com/arction/lcjs-example-0703-customhtmlcursor

Example showcasing custom cursor implementation with HTML & CSS.

chart css data-visualization html javascript lightningchart-js

Last synced: 12 Mar 2025

https://github.com/adhit-r/holocron

A 3D Star Wars universe explorer. Galaxy, timeline, Force-lineage, datapad — one selection drives all four. Next.js + R3F + Tailwind. Real public data, no backend.

3d data-visualization embeddings force-graph good-first-issue interactive knowledge-graph nextjs react react-three-fiber semantic-search shaders star-wars tailwindcss threejs transformers-js typescript webgl webgpu wookieepedia

Last synced: 18 May 2026

https://github.com/moiri-gamboni/city-explorer

Interactive comparison for choosing where to base a coliving and coworking hub

city-comparison coliving coworking data-visualization digital-nomad

Last synced: 30 Jun 2026

https://github.com/kevinwood15/python_twitter_datawrangling_project

The main objectives of this project is to wrangle (clean) and analyze twitter data. I deal with some messy data, clean it, then plot some visualizations of the data to analyze it.

cleaning-data data-science data-visualization python wrangling-data

Last synced: 18 May 2026

https://github.com/sanatladkat/superstore-dashboard

This repository contains a PowerBI dashboard analyzing sales data. The dataset provides insights into various aspects such as sales performance, profitability, customer segments, and regional trends. The dashboard was created to facilitate a clear understanding of key metrics and to guide decision-making processes.

analytics data-visualization powerbi

Last synced: 08 Apr 2026

https://github.com/brunomontezano/sleep-cognition-and-functioning

💤 Data analysis of a brief communication published in Psychiatry Research Communications journal by Montezano et al (2023).

bipolar-disorder cognition data-analysis data-visualization data-viz depression ggplot2 pelotasrs psychiatry psychology published-article r sleep ucpel

Last synced: 13 Jun 2026

https://github.com/ddihora1604/social_media_analysis

A powerful, interactive dashboard for analyzing social media conversations, trends, and network dynamics. This tool allows researchers and analysts to explore patterns in social media data, identify key trends, and detect coordinated behavior.

aiml css data-analysis data-visualization html javascript python

Last synced: 01 Jul 2026

https://github.com/leonardoberlatto/tableau-life-expectancy

Animation to present the development of life expectancy and fertility rate over the years in different countries

charts data-science data-visualization tableau

Last synced: 12 Jan 2026

https://github.com/sayamalt/titanic-survival-prediction

Successfully developed a Logistic Regression model for predicting the survival of a passenger aboard the Titanic ship based on his/her various features such as gender, age, passenger class, no. of siblings, embarkation location, etc.

data-cleaning data-preprocessing data-visualization exploratory-data-analysis logistic-regression machine-learning sklearn

Last synced: 18 May 2026

https://github.com/faith99/water_pollution_dashboard

A data visualization project exploring water access, contamination and health outcomes

data-analysis data-visualization powerbi public-health publichealth

Last synced: 02 Feb 2026

https://github.com/arction/lcjs-example-1103-mapchartvizxy

Animated map chart that visualizes the progression of first round of CoVID-19 vaccination coverage per country

covid-19 data-visualization demo example lightningchart-js maps template

Last synced: 12 Mar 2025

https://github.com/bhiogade/customer-purchase-analysis

Comprehensive Customer Purchase Analysis Across Multiple Dimensions

data-analysis data-visualization tableau tableau-desktop

Last synced: 02 Feb 2026

https://github.com/betkh/xml-data-analysis

Analysis of RRID citations on PubMed Journals

data-visualization datamining jupyter-notebook pandas xml-parsing

Last synced: 06 Jul 2025

https://github.com/adriangalvanzamora/ecommerce-analytics-olist

Data analysis project based on the Olist Brazilian E-Commerce dataset. Includes data cleaning, exploratory analysis, delivery performance metrics, customer satisfaction modeling, and geospatial insights. Built entirely in Python (Jupyter Notebook) using real-world data from Kaggle.

brazil customer-satisfaction data-analysis data-visualization ecommerce folium geospatial-analysis machine-learning matplotlib notebook pandas plotly python seaborn

Last synced: 06 May 2026

https://github.com/anastasius21/creditcardfrauddetection

This repository contains a Jupyter Notebook for Credit Card Fraud Detection Model and a csv dataset on which it is being trained

credit-card-fraud data-analysis data-science data-visualization fraud-detection logistic-regression machine-learning

Last synced: 16 Jun 2025

https://github.com/drisskhattabi6/meteo-data-mining

This repo contains using Data Mining Techniques to analyze meteorological (meteo) data. The objective is to extract meaningful insights and patterns from the data that can aid in understanding weather phenomena and predicting future weather conditions.

cart data-analysis data-mining data-visualization decision-making decision-tree extract-data extract-insights insights-analytics insights-data k-means knn machine-learning svm

Last synced: 21 Mar 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 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 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 UI Components 278 Tools 274 Table of Contents 226 Learning Resources 211 Machine Learning 209 Books 204 Data and models 202 Training Resources 200 Plot layers 196 文本数据和NLP 190 Software list 189 Data Visualization 169 Deep Learning Framework 150 Other Awesome Lists 136 数据可视化 133