Data

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An open API service indexing awesome lists of open source software.

Data visualization

Data visualization is the visual depiction of data through the use of graphs, plots, and informational graphics. Its practitioners use statistics and data science to convey the meaning behind data in ethical and accurate ways.

https://github.com/soufianboukir/ecom-analytics-platform

End-to-end data science project on an Amazon sales dataset, including data preprocessing, analysis, modeling, and a Streamlit dashboard for insights and decision-making.

data-analysis data-science data-visualization data-visualization-dashboard forecasting-models timeseries

Last synced: 14 Jun 2026

https://github.com/karthikraja95/fika

Automate Data Science Workflow from Exploratory Data Analysis to Model Deployment

automation automl-python data-science data-visualization eda machine-learning nlp pipeline python

Last synced: 14 Jan 2026

https://github.com/dhrupad17/ibm-data-analyst-professional-certificate

Prepare for a career as a data analyst. Build job-ready skills – and must-have AI skills – for an in-demand career. Earn a credential from IBM. No prior experience required.

assignment-solutions coursera data-analytics data-science data-visualization excel ibm pandas professional-certificate professional-certificates python quiz updated-2024

Last synced: 13 Apr 2026

https://github.com/wadiebenabdouh/socialmedia-usage-pipeline

Data from Kaggle, containing wide range of users with different age, gender, and interest.

apache-spark data-visualization jupyter-notebook kaggle pyspark python spark

Last synced: 11 Mar 2026

https://github.com/topfunky/learning-r-stats

Scripts and data while learning to use the R statistics and charting software program

data-visualization r statistics

Last synced: 16 Jun 2026

https://github.com/mksingh431/python-project

Learn Pandas with exercises and sample projects

data-analysis data-science data-visualization project projects python

Last synced: 03 May 2026

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

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

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

Last synced: 17 Jun 2026

https://github.com/as16082023/hotel-booking-analysis-eda-

Exploratory Data Analysis on hotel booking data using Python

data-analysis data-visualization exploratory-data-analysis jupyter-notebook python

Last synced: 29 Apr 2026

https://github.com/albertomorini/policesviolence

Repository for the project of the course Data Science (Fondamenti di Scienza dei Dati) at UniUD.

data-analysis data-science data-visualization r

Last synced: 31 May 2026

https://github.com/gappeah/london-housing-price-dashboard

This Excel-based Housing Visual Dashboard provides a comprehensive view of average house prices across various boroughs in London from 1996 to 2013. The dashboard is designed to offer insights into housing market trends and price variations across different areas of London over time.

data data-analysis data-visualization excel visual

Last synced: 31 Jul 2025

https://github.com/mohamed3nan/udacity

Udacity Data Analysis Nanodegree Program

data-analysis data-visualization numpy pandas python

Last synced: 10 Apr 2026

https://github.com/athul64/exploratory-data-analysis

To preprocess and analyze the given employee dataset, present the findings graphically, and derive meaningful insights to help better understand the company’s workforce.

colab-notebook data-analysis data-visualization matplotlib numpy pandas python seaborn statistical-analysis

Last synced: 25 Feb 2026

https://github.com/prpriesler/three_industry_project

This project encompasses three distinct but inter connected projects, each focused on leveraging machine learning techniques to address critical challenges in different domains.

data-science data-visualization r rprogramming rstudio

Last synced: 20 Aug 2025

https://github.com/oneblack333/pizza_sales_analysis

The project involves transforming raw pizza sales data into actionable business intelligence through analysis and visualization. This enables pizza business owners to make data-driven decisions on inventory, staffing, and marketing, ultimately improving performance and profitability.

data data-structures data-visualization excel mysql powerbi

Last synced: 20 Jun 2026

https://github.com/geo-y20/uber-rides-data-analysis

This project aims to analyze Uber ride data to understand various aspects of ride usage, such as the distribution of rides across different categories, purposes, months, days, and times.

dashboard dashboard-templates data data-analysis data-analysis-python data-analytics data-visualization pandas powerbi python recommendation-system rides uber

Last synced: 13 Apr 2026

https://github.com/alejo1630/chicago_crimes

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

data-analysis data-visualization folium pandas python seaborn

Last synced: 12 Apr 2026

https://github.com/asifdotexe/air-quality-analysis-aqa

AQA is a data-driven project focused on analyzing air quality data sourced from data.gov.in. The project encompasses data preprocessing, analysis, and visualization to gain insights into air pollution levels across various locations in India. By examining six key pollutants, the project aims to raise awareness about the environmental issues

aqi-analysis data-analysis data-preprocessing data-science data-visualization presentation

Last synced: 07 Jun 2026

https://github.com/Zen204/airbnb-availability

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

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

Last synced: 02 Apr 2025

https://github.com/jeugregg/coronavirusmodel

Coronavirus Visualization & Modeling

coronavirus covid-19 data-visualization

Last synced: 24 Jun 2026

https://github.com/prajakta1321/kaggle-ai-report-2023

A Report describing the trends in emergence of AI over the years !

data-analysis data-visualization python3

Last synced: 28 Jun 2025

https://github.com/tjdharamsi/springedav2017

Exploratory Data Analysis Spring 2017 Project

analysis data-visualization plot viridis

Last synced: 24 Jan 2026

https://github.com/paul019/pappe

A CLI to draw your data on top of millimeter paper

automation data-visualization diagram diagram-generator python

Last synced: 05 Mar 2025

https://github.com/victor-david/restless-charts

Restless Charts is a set of controls for adding data visualization to your application. It allows you to create various charts in a customizable way.

charting data-visualization wpf wpf-controls

Last synced: 17 May 2026

https://github.com/zouari-oss/user-risk-detection

FastAPI-based microservice that predicts the risk level of a user session

data-generation data-visualization ml pandas xgboost xgboost-classifier

Last synced: 29 Jun 2026

https://github.com/aryathel/twittersentimentanalysis

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

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

Last synced: 27 Apr 2026

https://github.com/shiweihe0713/data-science-for-business-techincal

TECH-GB_2336 will teach you how to think about data based problems in the business world through the lens of data analytics. We will focus on data-analytic thinking, how to approach problems, how to develop insights using data, how to apply machine learning and other analytic techniques...

data-science data-visualization nyu pandas python stern

Last synced: 09 May 2026

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

Interface to visualise connections between postcolonial intellectuals

data-visualization postcolonialism

Last synced: 20 Apr 2026

https://github.com/sarthak-0-sach/drivermasterdata_database_table

This code enables data integration from multiple sources and ensures a single source for all driver-related attributes. Designed for scalability and pipeline compatibility, this project supports clean data transformations, validations, and storage-ready outputs. Ideal for quick analytics, created using python & airflow, automated using cronjob.

apache-airflow-etl-pipeline data-analysis data-visualization database-management python

Last synced: 27 Apr 2026

https://github.com/tejas-130704/whatsapp-analyser

ChatMate is a web app that analyzes WhatsApp chats, providing insightful visualizations like word clouds, heatmaps, and activity timelines. It calculates total messages, words, media, links, and more, helping you understand chat patterns for groups or individuals with ease. Simply upload your chat file and get detailed reports instantly!

data-analysis data-visualization python streamlit web-application whatsapp-analysis

Last synced: 26 Apr 2026

https://github.com/ahmetcansolak/developer-insights

New project of ClubRockers from Sarıyer Hills

bitbucket data data-science data-visualization github python3

Last synced: 28 Apr 2026

https://github.com/nfaltir/word_visualizer

🧩 Visualize speeches for fun.

data-visualization python streamlit wordcloud

Last synced: 28 Apr 2026

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

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

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

Last synced: 25 Apr 2026

https://github.com/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/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/singh-dhruv/data-visualization-with-accuracy-metrics

Welcome to this repository! Here we loaded the iris_dataset , upon training, testing and perform operations on it resulted in beautiful data visualizations along with accuracy metrics. Data Visualization and accuracy metrics are provided for some of the models that are used.

accuracy-metrics data-visualization hyperparameter-optimization knn-model logistic-regression svm-model

Last synced: 02 Jul 2025

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

Data Visualization Project for Udacity's Data Analyst Program. Using Python in Jupyter Notebook.

data-analysis data-visualization jupyter-notebook loans python udacity-data-analyst-nanodegree

Last synced: 24 Apr 2026

https://github.com/tsu2000/bondscope_sg

Web app to visualise and predict the yields of different types of Singapore T-Bills and SGS Bonds.

dashboard data-science data-visualization finance r-shiny singapore time-series-analysis treasury-bonds

Last synced: 11 Aug 2025

https://github.com/hecatops/insightbench

Insight Bench is a web-based CSV analysis tool built with Streamlit, designed for quick, effortless exploration of your CSV files. Simply upload your file and get instant insights without needing any setup or coding.

data-visualization exploratory-data-analysis python shadcn-ui streamlit

Last synced: 24 Apr 2026

https://github.com/virajbhutada/google-stock-price-forecasting-lstm

Analyzing and predicting Google's stock prices through detailed data exploration and advanced LSTM models. This project involves data preprocessing, creating time-series sequences, constructing and training LSTM networks, and evaluating their performance to forecast future stock prices utilizing Python and Machine Learning libraries.

data-analysis data-science data-visualization future-prediction google-dataset google-stock-price-prediction google-stocks lstm-model lstm-neural-network machine-learning machine-learning-models matplotlib model-building model-training numpy python stock-forecasting

Last synced: 27 Feb 2025

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

Visually weigh the risk of the Martingale Roulette strategy

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

Last synced: 28 Apr 2026

https://github.com/sandravizz/visual-data-science-r

Visual explorative analysis in R from scratch mainly using ggplot

data-science data-visualization ggplot r

Last synced: 16 May 2025

https://github.com/hhejo/pyviz

Data visualization using Python

data-visualization python

Last synced: 02 Apr 2025

https://github.com/umarlypoeta/my_learning_journey_datacamp

This repository serves as a comprehensive record of my learning journey with DataCamp, showcasing the courses I've completed and the projects I've worked on. It features a collection of practical exercises and data-driven projects that demonstrate my proficiency in data manipulation, analysis, and visualization using Python and SQL

data-engineering data-science data-visualization sql

Last synced: 20 Aug 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/ricardolsmendes/sna-dw

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

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

Last synced: 21 Apr 2026

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

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

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

Last synced: 29 Apr 2026

https://github.com/aaryan-agr/crime-and-housing-analysis

This project analyzes crime data and its impact on the Housing Price Index (HPI) across various U.S. cities. Using regression modeling and exploratory data analysis (EDA), the goal was to identify key socio-economic factors influencing crime rates and HPI trends over multiple years.

data-preprocessing data-visualization eda r regression-analysis statistical-learning statistics

Last synced: 02 Nov 2025

https://github.com/repnot/gauge-demo

A Streamlit demo application for the streamviz Python package publicly available and distributed via the Python Package Index.

data-visualization plotly python streamlit

Last synced: 19 Apr 2026

https://github.com/andrew-dev-p/chartjs-showcase

Interactive data visualizations using Chart.js with smooth animations and dynamic updates

bar-chart chartjs charts css data-visualization html interactive-graphs javascript line-chart pie-chart

Last synced: 18 Feb 2026

https://github.com/zmyzheng/stack_overflow_qa_assistant

Big Data Analysis project with recommendation, cluster analysis and graph database

big-data-analytics cluster-analysis data-visualization graph-database hadoop mahout recommendation-system

Last synced: 30 Mar 2025

https://github.com/igoyalsamarth/anchor-plot

Anchor Time was a very vague term which led to the innovation of Anchor Ratio, but just plotting anchor ratio did not give any idea whatsoever about the player capabilities, hence with the suggestion received on the other two, I came up with Anchor Plot, which tells the whole picture, not just about the anchor time but also the round time.

data-modeling data-science data-visualization esports valorant

Last synced: 23 Jul 2025

https://github.com/aliasgarsogiawala/dashboards

Power BI dashboards , each folder contains a pbix file and a pdf file with explanation of the dashboard

analysis dashboards data data-visualization powerbi

Last synced: 12 Feb 2026

https://github.com/chigurakula-bs/forecasting-time-series-on-covid-19

COVID-19 is one of the most pandemic problems today, many countries suffer tohandle COVID-19 problems. Data mining techniques provide a good quality tool for improving manual analysis identification COVID19 cases per day, deaths per day and number of patients cured per day.

arima-model data-mining-algorithms data-visualization jupyter-notebook sarima-model

Last synced: 28 Apr 2026

https://github.com/bala-1409/sales-forecasting-datascience-project

Develop a data science project using historical sales data to build a regression model that accurately predicts future sales. Preprocess the dataset, conduct exploratory analysis, select relevant features, and employ regression algorithms for model development. Evaluate model performance, optimize hyperparameters, and provide actionable insights.

data data-analysis data-science data-visualization datacleaning exploratory-data-analysis machine-learning-algorithms modelfitting prediction predictive-analytics predictive-modeling python3 regression-models salesforecast supervised-learning

Last synced: 26 Apr 2026

https://github.com/bala-1409/loan-clustering-datascience-projects

This project uses Machine Learning to Cluster loan together based on their similarities. The project uses a dataeset of loan application which includes information about the Loan amount and Balance. The project then use the clustering algorithm to group the loan together based on the similarities.

clustering clustering-algorithm data-analysis data-science data-visualization kmeans-clustering machine-learning machine-learning-algorithms sql unsupervised-learning unsupervised-machine-learning

Last synced: 22 Mar 2025

https://github.com/beolawork-art/novabank-churn-analysis

NovaBank has noticed that customers are closing accounts or going inactive, and they want to understand why.

data-analysis data-science-projects data-visualization eda machine-learning numpy pandas python scikit-learn sql

Last synced: 08 Apr 2026

https://github.com/rfonod/tableau-dashboard

A Tableau dashboard visualizing the change in the Summary Innovation Index (SII) from 2012 to 2019, relative to selected academic research trends in Europe. It includes a bar chart for country comparisons, a scatter plot for trend analysis, and a map to show geographic patterns, with interactive features for enhanced insights.

dashboard data-visualization innovation-index tableau visualization

Last synced: 25 Jan 2026

https://github.com/athulrajhere/spendwise-expensetracker-react-redux

SpendWise is a MERN full-stack expense tracker that helps users monitor and manage their financial activities. It features intuitive dashboards, analytics, account management, and secure user authentication — all designed to provide a smooth and insightful financial tracking experience. Built with React (Vite) and Redux Toolkit on the frontend.

chartjs dashboard data-visualization expense-manager expense-tracker express framer-motion fullstack-app jwt-authentication mern-project mern-stack mern-stack-app mongodb mongoose nodejs personal-finance react redux-toolkit typescript vite

Last synced: 08 Apr 2026

https://github.com/mindlessmuse666/eda-explorer

Инструмент на Python для разведочного анализа данных (EDA) и визуализации, поддерживающий загрузку данных CSV и JSON, с модульной архитектурой ООП. Практическая работа по теме: "Обнаружение и визуализация данных для понимания их сущности" дисциплины "МДК 13.01: Основы применения методов искусственного интеллекта в программировании".

csv-visualization data-analysis data-science data-visualization exploratory-data-analysis json-visualization matplotlib oop pandas python seaborn

Last synced: 13 Apr 2026

https://github.com/sanjiban08/financial-reporting-analysis

This project offers a robust financial reporting and advanced analysis solution, utilizing DAX and financial analysis techniques. With adaptable visualizations and insightful analytics, it empowers efficient financial exploration across diverse datasets. Dive into strategic insights effortlessly! 📊💹

data-cleaning data-visualization dax finacial-mathematics financial-analysis powerbi

Last synced: 25 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/dimits-ts/visualization-team-project

Team project visualizing various views for an established bike-sharing company. Includes a written report, presentation, R-code and Tableau files

data-visualization presentation-slides r-language tableau

Last synced: 06 Nov 2025

https://github.com/samuelbarbosadev/walrmart_data_analysis

You have been hired by Walmart to survey the revenue of their stores in the USA and point out which store would be best to expand its size. It is necessary to analyze the weekly sales of each store, calculate some important information that will be asked, and at the end of it all, indicate which store should be invested in.

data-preparation data-understanding data-visualization pandas python

Last synced: 08 May 2026

https://github.com/muthukumar0908/cardekho_used_car_price_prediction

The project aim is to build a machine learning model that offers users to find current valuations for used cars.

data-analysis data-visualization datacleaning eda machine-learning python streamlit

Last synced: 30 Mar 2025

https://github.com/sivkri/shiny-scatter-plot-app

This repository contains a Shiny app that allows users to create interactive scatter plots by selecting the X and Y axes and customizing the point color. The app utilizes the shiny package in R to provide a user-friendly interface and the ggplot2 package for creating visually appealing plots.

data-analysis data-visualization ggplot2 interactive-web-application r rprogramming scatter-plot shiny

Last synced: 22 Mar 2025

https://github.com/dbolotov/ts_smoothing_visualizer

Streamlit app for visualizing and comparing time series smoothing methods on real and synthetic datasets.

data-science data-visualization streamlit time-series

Last synced: 24 Jul 2025

https://github.com/tolumie/web-scraping-rest-api-stock-data-operations

Web Scraping, REST API & Stock Data Operations is a data-driven project that explores the power of web scraping, API interactions, and stock market analysis using Python. From extracting stock data and public records to analyzing real-world financial trends, this repository is a one-stop resource for data enthusiasts, traders, and analysts.

api-integration data-analysis data-cleaning data-visualization financial-data python rest-api sql-databases stock-data web-scraping

Last synced: 19 May 2026

https://github.com/bris0yzbekaye/json-to-excel-converter

This repository provides a tool to convert JSON data to Excel format (.xlsx). It allows you to easily transform structured JSON data into a well-organized spreadsheet for better analysis and visualization.

automation-script automation-tools data-analysis data-converter data-export data-formatting data-tools data-visualization excel excel-automation excel-converter excel-tools json json-exporter json-parser json-processing json-to-csv json-to-excel programming-tools spreadsheet-tools

Last synced: 25 Jul 2025

https://github.com/stanleynguyen/so.cube

World map visualisation of World's Cube Association data 🌏

cas cube data-visualization leaftlet map

Last synced: 24 Jul 2025

https://github.com/leandrocollares/street-cherry-trees-in-vancouver

Street cherry trees in Vancouver: an exploratory data analysis

data-analysis data-visualization folium pandas plotly-express

Last synced: 17 Sep 2025

https://github.com/netesf13d/expt-sequence-analysis

Data processing, analysis and visualization package for atomic physics experiments in the single-atom regime.

cold-atoms data-analysis data-visualization optical-tweezers

Last synced: 24 Jul 2025

https://github.com/dmarks84/ind_project_superstore-sales-time-series-analysis--kaggle

Independent Project - Kaggle Dataset-- I worked on the Superstore Sales Dataset, performing (as Part 1) data cleaning and preparation and exploratory data analysis. The main task was to make predictions for future sales based on time-series analysis, which is found in Part 2.

chloropleth data-modeling data-visualization eda linear-regression matplotlib numpy pandas python seaborn sklearn statistics statsmodels supervised-ml time-series-analysis

Last synced: 09 Apr 2026

https://github.com/armahdavi/analytics_statistics_ML_plotting_dust_extraction_hvac_filters_ph2

PhD Technical Paper 1 - Phase 2 - Mahdavi & Siegel (2020) (Aerosol Science & Technology; AS&T) - Sharing all the data pipelines, processing codes, descriptive statistics, statistical modellings, and plotting/visualizations - Project Miestone: 2017 - 2020 - Full-length article is available

data-pipelines data-science data-visualization machine-learning matplotlib-pyplot numpy pandas-dataframe python scipy-stats sklearn statistics

Last synced: 17 Sep 2025

https://github.com/swethajoseph/netflix-powerbi-interactive-dashboard

Created an interactive Netflix Power BI dashboard to analyze and visualize Netflix's content library, uncovering trends in content type, genre distribution, and global reach

data-analysis data-visualization interactive-visualizations powerbi powerbi-dashboards powerbi-report

Last synced: 03 Jan 2026

https://github.com/jaguzmana/colombia-covid-analysis

A project proposed to enhance SQL proficiency and develop skills in data visualization using Tableau.

data-visualization mssql-database tableau

Last synced: 08 Mar 2026

https://github.com/cfelde/raspberry-pi-temperature

Raspberry Pi temperature vs room temperature

data-visualization kotlin raspberry-pi sigbla temperature-sensor

Last synced: 18 May 2026

https://github.com/prachi005748/website-performance-data-analysis-project

Briefly describe the objective of the project—e.g., analyzing website performance metrics over time, uncovering trends in user engagement, or evaluating channel-wise traffic quality.

data-analyst data-cleaning data-preprocessing data-visualization data-visualization-python exploratory-data-analysis jupyter-notebook matplotlib numpy pandas python seaborn storytelling

Last synced: 01 May 2026

https://github.com/samiksha29-patil/e-commerce-sales-insights-dashboard

This project focuses on analyzing e-commerce sales data through data visualization. It highlights customer behavior, popular sales channels, product category trends, and city-wise performance to provide actionable business insights.

analytics customer-insights data-visualization ecommerce matplotlib numpy pandas python sales-analysis seaborn

Last synced: 03 May 2026

Data visualization Awesome Lists
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Data visualization Categories
The Data Science Toolbox 601 Uncategorized 527 Software packages 402 Literature and Media 384 Python 374 Table of Contents 298 UI Components 278 Tools 274 Learning Resources 211 Machine Learning 206 Data and models 205 Books 203 Plot layers 202 Training Resources 199 文本数据和NLP 190 Software list 189 Data Visualization 162 Deep Learning Framework 150 Other Awesome Lists 136 数据可视化 133