Data

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Awesome

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/robinmillford/avocado-shiny-app

A dashboard of California avocado insights.

avocado data-visualization shiny-apps shinydashboard

Last synced: 18 Apr 2026

https://github.com/moindalvs/assignment_multi_linear_regression_2

Consider only the below columns and prepare a prediction model for predicting Price. Corolla<-Corolla[c("Price","Age_08_04","KM","HP","cc","Doors","Gears","Quarterly_Tax","Weight")]

cooks-distance data-science data-structures data-visualization exploratory-data-analysis feature-engineering feature-selection influencers multi-collinearity-issue outlier-removal outliers-detection predictive-modeling

Last synced: 18 Apr 2026

https://github.com/kuroko1t/geoview

A lightweight, browser-based GIS data viewer built with Streamlit and Geopandas. Visualize Shape files, GeoJSON, and more instantly

data-visualization folium geojson geopandas gis shapfile streamlit

Last synced: 29 May 2026

https://github.com/amr-yasser226/datagovernanceworkflow

Comprehensive data governance pipeline for SSH honeypot logs—covering data profiling, cleansing, quality assurance, encryption, classification, and GDPR/CCPA/HIPAA compliance. Built with Pandas, Pandera, YData Profiling, and cryptography, with simulated Caesar cipher attacks to demonstrate practical data-security techniques.

caesar-cipher ccpa cryptography cybersecurity data-cleaning data-encryption data-governance data-profiling data-quality data-validation data-visualization gdpr hipaa honeypot-analysis open-source pandas privacy-compliance python ssh-logs

Last synced: 05 Feb 2026

https://github.com/prankshaw/election-analytica

Analyzing previous election results for Haryana Vidhan Sabha and other factors and to compare them with various parameter to conclude results.

anaconda collection data-analysis data-science data-visualization elections jupyter-notebook python python-3 wrangling

Last synced: 16 May 2026

https://github.com/newking9088/nasdaq100_hedge_fund_dashboard

LLMs empower hedge funds and investors to leverage NASDAQ-100 insights, making informed decisions with key financial metrics. An LLM-powered app allows uploading financial reports and images for analysis, offering instant insights and trend analysis in a dynamic market. 🚀📊

dashboard-application data-visualization langchain llm rag streamlit

Last synced: 19 Apr 2026

https://github.com/karlyndiary/amazon-sentiment-analysis-eda

Amazon Customer Reviews Sentiment Analysis utilizing Python for Data Extraction and Pre-Processing, with real-time data from the Amazon API and Tableau for dashboard visualizations.

amazon-api api-data-extraction dashboard data-cleaning data-pipeline data-visualization etl roberta-sentiment-analysis sentiment-analysis tableau-dashboards vader-sentiment-analysis

Last synced: 22 Mar 2025

https://github.com/shuddha2021/ai-document-analyzer

An interactive, client-side AI Document Summarizer & Analyzer built with HTML, CSS, and JavaScript. Features summarization, entity extraction, insights, file parsing (TXT, CSV, XLSX, HTML), and visualizations, all in-browser.

artificial-intelligence chartjs client-server client-side-ai css d3js data-visualization document-summarization file-parser html javascript search-functionality sheetjs text-analysis

Last synced: 19 May 2026

https://github.com/gallillio/unsupervised_clustering_music_recommendation_system

Music Recommendation System using Unsupervised Machine Learning Clustering Methods using K-Means, Fuzzy C Mean DBSCAN, Gaussian Mixture Model, BIRCH and Agglomerative Clustering

affinity-propagation agglomerative-clustering birch-clustering data-analysis data-visualization dbscan-clustering fuzzy-cmeans-clustering gaussian-mixture-models k-means-clustering pca unsupervised-machine-learning

Last synced: 19 Oct 2025

https://github.com/gappeah/global-shipping-analytics-dashboard

This Tableau project provides a comprehensive visual analysis of global sales, shipping costs, and quality metrics across different regions and countries.

data data-analysis data-analyst data-visualization metrics tableau

Last synced: 25 Feb 2025

https://github.com/mathpfreitas/top-hits-spotify-2000-to-2019-

# 🎧 Top Hits Spotify (2000 - 2019)Explore music trends from 2000 to 2019 with this dataset of songs, artists, and genres. Use the insights to understand what makes a hit in today's music landscape. 🐙💻

analysis analytics chart data-analysis data-visualization exploratory-data-analysis hits interactivedashboards jupyter-notebook matplotlib music musical numpy pandas plotly python timeseries track-hits

Last synced: 01 Jul 2025

https://github.com/rakumar99/power-bi-projects

This repository contains various power bi projects and dashboards of Humaan Resources , Financial Analysis using Power BI Desktop.

dashboards data-analysis data-visualization databases datacleaning datamodeling etl powerbi powerquery reports

Last synced: 04 Jun 2026

https://github.com/as16082023/coffee-bean-sales-analysis

Analyzing coffee bean sales data to optimize consumer targeting, product offerings, and strategic marketing in the coffee industry.

coffee-bean-sales dashboard data-analysis data-visualization ms-excel

Last synced: 22 Jan 2026

https://github.com/lhzn-io/kanoa

AI-powered interpretation of data science outputs with multi-backend support (Molmo, Gemini, Claude, OpenAI)

ai claude data-science data-visualization gemini interpretability jupyter llm machine-learning matplotlib molmo multimodal openai python vision-language-model vlm

Last synced: 01 Jun 2026

https://github.com/bishtrishu/pizza_sales_data_analysis_sql

This project is a comprehensive data analysis of pizza sales, aimed at uncovering key insights and trends to inform business decisions. Using a combination of SQL, Python, and data visualization tools, the project analyzes sales data to understand customer preferences, peak sales periods, and the most popular pizza types.

cloud data data-analysis data-science data-visualization dataanalytics database mysql oracle-database

Last synced: 14 Apr 2026

https://github.com/prangonghose/analysis_of_bangladesh_economic_complexity

In this project a brief analysis has been done by our team in the export economy of Bangldesh for the past three decades.

data-analysis data-science data-visualization inequalipy matplotlib pandas plotly

Last synced: 22 May 2026

https://github.com/nathanvilbert/visualization-of-flood-in-jakarta-with-tableau

The Flood Intensity Visualization and Priority Identification System for Jakarta provides an interactive platform to analyze flood patterns, severity, and impacted regions in Jakarta from 2013 to 2020.

data-visualization exploratory-data-analysis tableau twb

Last synced: 19 Mar 2026

https://github.com/akv3sic/cryptocurrency-charts

Cryptocurrency API data visualizations 📈 with Matplolib.

cryptocurrency data data-visualization matplotlib python

Last synced: 16 Oct 2025

https://github.com/hamdaniqhmqd/kelompok6-sistem-cerdas-bbri

Repository group6-system-smart-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: 03 Apr 2025

https://github.com/dianaow/star-wars-viz

A simple implementation of a scatter plot built with React + D3 (Typescript)

d3js d3v4 data-visualization reactjs star-wars star-wars-api typescript

Last synced: 21 Apr 2026

https://github.com/mariam-badr-mb/student-score-prediction

This project predicts students' exam scores based on study-related and demographic factors using machine learning models.

data-analysis data-visualization explore linear-regression machine-learning mean-square-error student-project supervised-learning

Last synced: 16 Aug 2025

https://github.com/alexandertiopan1212/arbidex

ArbiDex is a smart prediction market arbitrage dashboard that detects mismatches between similar Manifold markets using fuzzy logic, complete with actionable insights, weekly trend tracking, and historical database.

ai-trading altair data-visualization finance fuzzy-matching manifold-markets prediction-markets python sqlalchemy sqlite streamlit

Last synced: 21 Apr 2026

https://github.com/filiplangiewicz/fastfooddatavisualization

🍟 Project for Data Visualization Techniques course about fast food consumption

collaboration data-science data-visualization dplyr ggplot2 poster

Last synced: 15 Mar 2025

https://github.com/aravind-selvam/bikeshare-company-analysis

Google Data Analytics Professional Certificate program's Capstone project, of a bike sharing company

analytics business-analytics business-intelligence data data-analysis data-visualization dataanalytics google-data-analytics postgresql sql sql-server

Last synced: 22 Apr 2026

https://github.com/colburncodes/se_pudding_2023

This project is a React app designed to showcase research conducted by a team of data scientists and data analysts. The app is utilizing React and React-Chartjs-2

chartjs-2 data-analysis data-science data-visualization react-chartjs-2 reactjs

Last synced: 11 May 2026

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/dylan-stewart/capstone

Cloud-Based Analytics Application: CSV Check ~ Data Visualization for Inexperienced Users

automation cloud css csv data-visualization exploratory-data-analysis file-processing flask gcp gcs html javascript machine-learning python visualization web-app

Last synced: 09 Apr 2026

https://github.com/mariorodeghiero/datopian

Henry Hub Natural Gas - Daily Prices

csv-files d3 data-visualization nodejs react styled-components

Last synced: 10 Apr 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/samuelbarbosadev/roof_imoveis_data_analysis

The company hired you because they want to know what would be the 5 properties they should invest in and why, and which 5 you would not recommend investing in at all.

data-preparation data-understanding data-visualization pandas python

Last synced: 12 Apr 2026

https://github.com/michael-insights/portfolio

This repository showcases my projects and skills in Data Analytics, Data Science, and Machine Learning. It includes hands-on work in data analysis, predictive modeling, and machine learning algorithms, aimed at solving real-world problems.

data-analytics data-science data-visualization datapreprocessing jupyter-notebooks machine-learning matplotlib numpy pandas predictive-modeling python scikit-learn sql

Last synced: 11 Apr 2026

https://github.com/s-araromi/smart-device-data-analysis-bellabeat_casestudy

This repository contains a comprehensive analysis of smart device data for Bellabeat, focusing on user activity, sleep, calorie burn, and weight management. Insights from Fitbit data are used to inform Bellabeat's marketing strategy and product recommendations.

bellabeat data-analysis-in-r data-visualization fitbit-smart-devices fitness-tracking r-programming sleep-analysis smart-devices

Last synced: 25 May 2026

https://github.com/jahnavigupta06/zepto-delivery-customer-analytics

Real-time SQL + Power BI Analytics Project replicating Zepto's customer & delivery insights.

business-intelligence churn-analysis customer-segmentation data-analysis data-visualization powerbi sql-server

Last synced: 02 Aug 2025

https://github.com/vineet416/chronic-kidney-disease-prediction

This repository contain code of Chronic Kidney Disease Detection Prediction Project. The goal of this project is predict the chronic kidney disease using parameters like Diabetes Mellitus, Blood Urea, Sugar, Hypertension etc.. I used multiple machine learning algorithms with hyperparameter tuning which is having highest accuracy score of 97.5

data-visualization data-wrangling exploratory-data-analysis feature-engineering feature-selection hyperparameter-tuning machine-learning matplotlib numpy pandas plotly pre-processing python seaborn sklearn-library statsmodels

Last synced: 14 Apr 2026

https://github.com/rosaerick/conflictzone-app

frontend of an application to fetch, process, and visualize data from the Fogo Cruzado Database, a platform tracking occurrences of violence. It aims to present tables, heatmaps and charts visualization representing the geographic distribution of these occurrences.

data-visualization fogo-cruzado nextjs nextjs14 typescript

Last synced: 24 Apr 2026

https://github.com/ahmetzamanis/bayesianusedcars

Predicting used car prices using Bayesian Linear Regression, visualizing results and comparing with OLS regression.

bayesian car-prices data-science data-visualization linear modeling r regression rmarkdown

Last synced: 16 Dec 2025

https://github.com/marcelohfonseca/moneychart

Projeto aberto para que interessadas em investimentos e análise de dados possam testar e contribuir com melhorias no código fonte e nas visualizações de dados.

business-intelligence data-analytics data-visualization investing power-bi python stocks stocks-analysis

Last synced: 17 May 2026

https://github.com/leosimoes/uerj-tcc-analisador-dados

Trabalho de conclusão de curso (TCC) em Engenharia de Computação. Aplicativo Web para preparação e análise de dados, criação de gráficos e modelos de regressão linear e logistica.

computer-engineer data-analysis data-science data-visualization linear-logistic linear-regression python streamlit

Last synced: 24 Apr 2026

https://github.com/mohagungnursalim/da-covid-data-cleansing

Identifying and correcting errors, inconsistencies, and inaccuracies within datasets related to the COVID-19 pandemic. This is essential for obtaining reliable and actionable insights from the data.

data-analytics data-visualization pandas-dataframe

Last synced: 25 Mar 2025

https://github.com/aryansharma5/data-visualization-and-thorough-analysis

comprehensive guide for data analysis and visualization

data-analysis data-visualization

Last synced: 18 Mar 2025

https://github.com/anastasius21/imdb-movie-analysis

Analysis of IMDb's Top 1000 Movies dataset using Pandas, Matplotlib, and Seaborn. It provides visualizations and insights into various aspects of movies, such as ratings, genres, directors, and release years.

data-analysis data-exploration data-science data-visualization imdb imdb-dataset jupyter-notebook python

Last synced: 25 Apr 2026

https://github.com/aaditagarwal/classification_of_caffeine

A classification project to classify various caffeine products into coffee types using Fourier Transformed Infrared Spectroscopes of products.

caffeine-classification classification-model data-visualization ftir-data-analysis

Last synced: 25 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/ax-va/interactive-data-visualization-with-d3-dale-2023

These examples on Interactive Data Visualization with D3.js in the web browser are compiled with some modifications from the book "Data Visualization with Python and JavaScript: Scrape, Clean, Explore, and Transform Your Data", Second Edition, written by Kyran Dale and published by O'Reilly Media in 2023.

ax-va d3 data-science data-visualization dataviz frontend javascript web

Last synced: 12 Jun 2025

https://github.com/nafisalawalidris/springforth-university-foodbank

Springforth University Food Bank: A collaborative initiative with UNESCO to address student food insecurity. Contains code and resources for the web application, data analysis, and insights into the prevalence and impact of food insecurity on academic performance.

academic-performance collaborative-initiative data-analysis data-visualization excel pivot-tables powerbi springforth-university-food-bank student-food-insecurity unesco

Last synced: 17 Feb 2026

https://github.com/ayushverma135/accenture-data-analytics-and-visualization

This program provided practical experience in advising a hypothetical social media client as a Data Analyst at Accenture. The simulation involved cleaning, modeling, and analyzing multiple datasets, culminating in the creation of a PowerPoint deck and video presentation to communicate key insights.

accenture analytics data data-visualization forage presentation

Last synced: 19 Sep 2025

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/pradipece/two_dimensional_data_visualization

This repository for different kinds of Data science and Machine learning project

data-science data-visualization jupyter-notebook machine-learning matplotlib numpy pandas python seaborn sklearn statistics

Last synced: 11 Apr 2026

https://github.com/ryanfranklin237/data-visualization-spreadsheets

Data visualization done with microsoft excel and google spreadsheets

data-analysis data-science data-visualization google-spreadsheets microsoft-excel

Last synced: 22 Feb 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/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/rorydungan/music-fandom-map

Interactive maps showing the popularity of musicians around the world

choropleth data-visualization map music spotify

Last synced: 24 Jul 2025

https://github.com/antononcube/raku-data-translators

Raku package for translation of JSON specs or JSON-like data structures into other formats.

data-visualization html raku rakulang

Last synced: 22 Jan 2026

https://github.com/clubgamma/machine-learning-and-data-analysis-tasks

This repository is a part of Hacktoberfest 2022. I have created few basic task of machine learning and Exploratory data analysis. Have a look at it

contributions-welcome data-visualization exploratory-data-analysis hacktoberfest hacktoberfest2022 machine-learning-algorithms open-source python

Last synced: 25 Apr 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/charliecm/meteorite-landings

Data visualization of meteorite landings on Earth.

astronomy d3 data data-visualization mapbox space visualization

Last synced: 18 Apr 2026

https://github.com/shuklayash02/complete_data_analysis_project

A Full Data Analysis project where a sales data is ask,prepare,process,analyze,share and act through data analysis process

data data-visualization dataanalysis database datacleaning powerbi sql

Last synced: 16 Jul 2025

https://github.com/ahmednurabdii/data-analytics-portfolio-superstore

My first portfolio project showcasing data cleaning, analysis, and visualization of Superstore sales data.

data-analysis data-visualization jupyter-notebook matplotlib numpy pandas portfolio-project python sales-analysis scipy seaborn superstore-dataset

Last synced: 07 Apr 2026

https://github.com/callmequant/visualization-with-r

Create nice plot, transparent and avoid misleading figures (Use R!)

data-visualization

Last synced: 24 Jul 2025

https://github.com/buddhilive/solias-js

Web Component Library for data visualization made using StencilJS

charts data-visualization stenciljs visualization webcomponents

Last synced: 17 May 2026

https://github.com/scilifelabdatacentre/dash-covid-in-sweden

Dashboard showing the impact of COVID-19 in Sweden: number of cases, admissions to ICU, and deaths.

covid-19 dash data-visualization plotly-dash

Last synced: 18 Mar 2025

https://github.com/mustika-putri-m/-tableu-laporan-data-karyawan-growian

I am currently pursuing a data analysis certification at GROWIA, where I've learned to use tools such as Python, SQL, Google Big Query, Google Data Studio, Advanced Microsoft Excel, and Tableau. This course has enhanced my ability to analyze data using KPIs and business metrics, enabling me to solve business problems more effectively

data data-visualization tableau

Last synced: 17 Feb 2026

https://github.com/teja-1403/breast-cancer-detection-using-python

A machine learning project for breast cancer detection, classifying images as Benign, Malignant, or Normal using models like SVM and Random Forest. Includes pre-processing, performance evaluation and focusing on advancing medical imaging through classification and analysis techniques.

data-science data-visualization internship-project machine-learning-algorithms python

Last synced: 17 May 2026

https://github.com/michaelpgalen/CVE-DataVis-Prototype-JS

A vanilla javascript prototype for a React data visualization project.

cve data-visualization vanilla-javascript vanilla-js

Last synced: 10 Mar 2025

https://github.com/pinedah/escom_development-of-applications-for-data-analysis

This repository is a personal collection of programs, exercises, and notes from the Development of Applications for Data Analysis course at Instituto Politécnico Nacional (IPN). As part of the Bachelor's in Data Science, the course focuses on developing practical skills in Python for data analysis.

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

Last synced: 20 Jan 2026

https://github.com/tom474/data_pipeline_with_docker

[RMIT 2024C] EEET2574 - Big Data for Engineering - Data Pipeline with Docker

cassandra data-engineering data-visualization docker jupyter-notebook kafka python

Last synced: 26 Jun 2025

https://github.com/devandrenicolas/analise-de-vendas

This project is a comprehensive data analysis tool designed to analyze sales performance data. It includes modules for generating fake sales data, cleaning and preprocessing the data, and performing exploratory data analysis (EDA) with advanced visualizations.

data-analysis data-visualization faker-generator matplotlib pandas python

Last synced: 07 May 2026

https://github.com/RoryDungan/music-fandom-map

Interactive maps showing the popularity of musicians around the world

choropleth data-visualization map music spotify

Last synced: 18 Jul 2025

https://github.com/boss294/user-analytics-dashboard

This User Analytics Dashboard is a real-time, interactive web application designed to track and visualize active, inactive, and total users with dynamic data updates.

analytics chartjs countdown-timer data-visualization dynamic html-css-javascript js livedata

Last synced: 28 Jun 2025

https://github.com/amirhosseinhonardoust/how-streamlit-makes-ai-accessible

A detailed educational article exploring how Streamlit revolutionizes AI app development. Learn how this Python framework bridges the gap between data science and usability, empowering anyone to deploy interactive machine learning models without front-end coding or complex infrastructure.

ai ai-accessibility dashboard data-engineering data-science data-visualization educational machine-learning mlops nlp open-source python streamlit tutorial web-app

Last synced: 02 May 2026

https://github.com/nick-peter-marcus/job-market-dashboard

Build a dashboard exploring data from the Data Science job market in Germany

chatgpt dashboard data-cleaning data-visualization levenshtein-distance regex streamlit streamlit-webapp

Last synced: 16 May 2026

https://github.com/marked01one/rio-airbnb-web-portal

A web portal to display data visualization results from the RIO Airbnb Predictive Model research project at Cal Poly Pomona

data-visualization flask plotly-dash research-project

Last synced: 19 May 2026

https://github.com/sn2606/breast-cancer-wisconsin-diagnostic

Data Visualization of the Breast Cancer Wisconsin diagnostic dataset

breast-cancer-wisconsin data-visualization matplotlib plotting python-3 seaborn-plots

Last synced: 21 Mar 2025

https://github.com/lonnygomes/sankey-diagram-poc

D3 sankey diagram data visualization mapping people to projects

d3 data-visualization sankey sankey-diagram

Last synced: 17 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 515 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 478 Python 374 Software packages 362 Literature and Media 348 UI Components 280 Tools 266 Table of Contents 231 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