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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.

GitHub: https://github.com/topics/data-visualization
Wikipedia: https://en.wikipedia.org/wiki/Data_visualization
Created by: Charles Joseph Minard
Aliases: dataviz,
Last updated: 2025-02-20 00:07:10 UTC
JSON Representation

https://github.com/carpentries-incubator/python-business

Python for Business

alpha business carpentries carpentries-incubator data-visualization data-wrangling english lesson programming python

Last synced: 29 Dec 2024

https://github.com/drkostas/eestech-bigdata-challenge

EESTech Challenge is a brand new competition organized by EESTEC, that has the aim to create opportunities for European students to gain knowledge in the field of EECS and develop a professional network. The technological topic of 2017-2018ths competition was Big Data. This is the code I sumbitted with my team (BFS), which consisted of 3 members in total.

apache-spark data-analysis data-visualization eestec machine-learning matplotlib python

Last synced: 10 Nov 2024

https://github.com/aaaastark/false-data-injection-attack

False Data Injection Attack (FDIA) with Long Sort Term Memory (LSTM) Model using Python

adversarial-attacks data-science data-visualization deep-learning false-data-injection false-data-injection-attack injection-attack keras lstm lstm-neural-networks lstm-sentiment-analysis machine-learning matplotlib numpy pandas python seaborn sklearn tensorflow time-series-analysis

Last synced: 15 Jan 2025

https://github.com/lachlanjc/co2

Track the PPM of CO₂ in the atmosphere.

climate climate-change data-visualization nextjs

Last synced: 19 Oct 2024

https://github.com/globeandmail/upstartr

An R package powering core startr functionality

data data-analysis data-journalism data-visualization journalism news r r-package

Last synced: 18 Dec 2024

https://github.com/fusioncharts/fusionexport-apexcharts-samples

Examples to export charts and dashboards built using ApexCharts

apexcharts dashboards data-visualization fusionexport

Last synced: 04 Jan 2025

https://github.com/mituskillologies/ds-diploma-internship-jun24

Programs conducted at MITU Skillologies, Pune office in internship training on Data Science during June-July 2024 for Diploma Engineering Students.

data-analytics data-science data-visualization machine-learning project python python3

Last synced: 13 Nov 2024

https://github.com/jfraziz/datavizs

Datavizs, yet another data visualizations tools

data-visualization geojson maps nextjs reactjs visualizations

Last synced: 22 Jan 2025

https://github.com/venkat-0706/social-media-analysis

Clean & analyze social media data with Python. Explore trends, sentiments, & user behavior. Includes data cleaning, visualization, & insights.

data-analysis data-visualization hashtag-trends natural-language-processing sentiment-analysis social-media-analysis text-mining user-engagement-metrics

Last synced: 17 Jan 2025

https://github.com/spidy20/kaggle_kernels

It's contain a Data scince - Machine learning ,Data visualizations codes & Datasets

clustering data-science data-visualization eda kaggle-competition kaggle-dataset kaggle-scripts kmeans-clustering

Last synced: 15 Nov 2024

https://github.com/gagniuc/native-js-charts

The projects in this repository show a series of js charts of two types. Both of these types use the HTML5 canvas object. The first type of chart provides a normal linear plot and the second type is a circular model.

canvas chart chartjs charts data-visualization effects html5 javascript js linear native nativescript plot plotly round visualization

Last synced: 08 Feb 2025

https://github.com/hriebl/ggnuplot

Make your ggplots look like gnuplots

data-visualization ggplot2 ggplot2-theme r visualization

Last synced: 13 Nov 2024

https://github.com/galaxy092/samsung-innovation-campus-python-course

Samsung Innovation Campus Python Course

data-structures-and-algorithms data-visualization datareader jupyter-notebook matplotlib-pyplot numpy pandas python samsung-innovation-campus

Last synced: 17 Dec 2024

https://github.com/adia-dev/graphflow

Transform your data into stunning visualizations with GraphFlow.

algorithms algorithms-visualization arc-browser avl-tree bfs code-editor data-structures data-visualization dfs graphs-algorithms leetcode leetcode-visualizer mit-license open-source react react-typescript tree-structure typescript user-interface visjs

Last synced: 08 Nov 2024

https://github.com/vatshayan/nuclear-power-plant-accident-

Dataset of 216 incidents and accidents occurring at nuclear power plants

data data-analysis data-mining data-science data-visualization datascience dataset machine machine-learning machine-learning-algorithms machinelearning-python python

Last synced: 15 Nov 2024

https://github.com/turquetti/projeto-4-vamoai

Projeto 4 - Panorama Mundial e Brasileiro da COVID-19

covid-19 covid-19-data-analysis data-visualization exploratory-data-analysis tableau

Last synced: 15 Nov 2024

https://github.com/sdcastillo/PA-R-Study-Manual

An online study guide for the SOA's predictive analytics exam.

data-science data-visualization machine-learning predictive-modeling r-programming

Last synced: 13 Nov 2024

https://github.com/photino/d3-components

D3-based visualization components

d3 d3v4 data-visualization visualization

Last synced: 19 Nov 2024

https://github.com/itzmeanjan/corporatez

Data analysis done on Ministry of Corporate Affairs, Govt. of India's open data to get deeper insight, with :heart:

company-data corporate data-science data-visualization govt-company india matplotlib opendata python3 visualization

Last synced: 31 Jan 2025

https://github.com/radames/google-fonts-analytics-archive

Archiving Google Fonts analytics data for fun https://fonts.google.com/analytics

archive data-visualization git-scraping google-fonts

Last synced: 07 Feb 2025

https://github.com/fboender/davis

Python Data Visualizer

data-visualization debug debugger debugging python tkinter visualization

Last synced: 05 Nov 2024

https://github.com/veikkosuhonen/git-viz

Interactively visualizing the code ownership & file relations of a software project

data-visualization

Last synced: 27 Oct 2024

https://github.com/unidata/users-workshop-2023

Repo covering Jupyter Notebook resources for Unidata's 2023 triennial meeting held in Boulder, Colorado

atmosphere climate data-visualization machine-learning pandas python xarray

Last synced: 13 Nov 2024

https://github.com/franrios/location-history-map

🗺 & ✈️ - Some of trips (end of 2018) rendered with some cool map and data visualization libraries

data-visualization location maps reactjs trip

Last synced: 16 Oct 2024

https://github.com/mahmoudparsian/data-warehousing

This repository is a place for the Data Warehousing course at the Information Systems & Analytics department, Santa Clara University.

business-intelligence data-analytics data-lake data-lakehouse data-mining data-modeling data-visualization data-warehouse data-warehousing database dimensional-modeling elt etl extract load snowflake-schema star-schema tableau transform

Last synced: 16 Feb 2025

https://github.com/sandravizz/natural-disasters

Web based data visualisation project about natural disasters using d3.js

arquero climate-change d3js data-visualization eda natural-disasters observable plotjs sankey

Last synced: 07 Nov 2024

https://github.com/joicodes/top-100-racing-bar-chart

Racing bar chart animation of artists with the most Billboard Hot 100 Entries using the pandas and data visualization libraries in Python 3.

bar-chart-race billboard-charts billboard100 billboards-hot-100 data-visualization pandas pandas-python pandas-tutorial python-3 python3

Last synced: 09 Jan 2025

https://github.com/alessandrocorradini/microsoft-data-science-professional-program

Repository for the Microsoft Data Science Professional Program

data-analysis data-science data-visualization datascience excel machine-learning machinelearning microsoft microsoft-professional-certificate microsoft-professional-program python python3 sql t-sql

Last synced: 22 Nov 2024

https://github.com/sjcobb/three-earthquake

Earthquake effect & music visualization using Three.js

3d animation cgi data-science data-visualization earthquake javascript js json midi music-visualization physics threejs vfx visual-effects

Last synced: 07 Dec 2024

https://github.com/ruban2205/data-science-introduction

Welcome to the Data Science Introduction repository! This repository is designed to provide an introduction to the field of data science, covering various topics and techniques commonly used in the industry.

classification-algorithm data-science data-visualization decision-tree-classifier exploratory-data-analysis knn knn-classification python simple-linear-regression

Last synced: 21 Nov 2024

https://github.com/mitevpi/data-vue

A collection of customizable, interactive, and reusable data visualization components built using D3 and Vue.js

d3 data data-visualization library module npm package vue

Last synced: 21 Nov 2024

https://github.com/mwoss/sound-stream

Real-time sound monitor app with data visualization

audio audio-visualizer data-visualization fft hacktoberfest phase-vocoder pyaudio python raspberry-pi

Last synced: 18 Feb 2025

https://github.com/moderocky/fern

A human-readable and modifiable data-expression language with minimal clutter.

configuration data data-structures data-visualization language

Last synced: 11 Feb 2025

https://github.com/rolyatmax/lidar-deckgl-example

DeckGL example using LiDAR data

data-visualisation data-visualization deck-gl deckgl lidar lidar-point-cloud

Last synced: 15 Oct 2024

https://github.com/amandasaurus/osm-summary-heatmap

Code to generate heatmap of things from OpenStreetMap

data-visualization geo openstreetmap osm

Last synced: 07 Nov 2024

https://github.com/hyperspy/holospy

Electron holography data analysis with HyperSpy

data-analysis data-visualization electron-holography hyperspy hyperspy-extension materials-science multi-dimensional physical-sciences

Last synced: 18 Nov 2024

https://github.com/kevinburke/gobike

bayarea bikeshare data-visualization gobike golang

Last synced: 14 Oct 2024

https://github.com/sayamalt/company-bankruptcy-prediction

Successfully developed a machine learning model which can accurately predict whether a firm will become bankrupt or not, depending on various features such as net value growth rate, borrowing dependency, cash/total assets, etc.

binary-classification cicd-deployment cross-validation data-exploration-and-preprocessing data-visualization docker-container exploratory-data-analysis feature-engineering github-actions hyperparameter-optimization machine-learning model-deployment model-training-and-evaluation

Last synced: 28 Dec 2024

https://github.com/vinothsuku/vizdxp

Simple Exploratory Data Analysis web app

data-analysis data-visualization exploratory-data-analysis exploratory-data-visualizations plotly streamlit visualization

Last synced: 14 Oct 2024

https://github.com/abmenzel/messenger-wrapped

Explore your Facebook Messenger chat history, in a manner inspired by Spotify Wrapped

data-analysis data-visualization facebook meta nextjs reactjs spotify

Last synced: 25 Nov 2024

https://github.com/cosmoduende/r-spotify-history-analysis

Explore your activity on Spotify with R and "spotifyr": How to analyze and visualize your streaming history and music tastes. Find out how and how much you consume from Spotify, using a copy of your personal data and the "spotifyr" package

analisis-de-data analytics data-analysis data-analysis-r data-analytics data-visualization r-language r-programming sentiment-analysis spotify-analysis spotify-api spotify-connect spotify-data spotify-playlist spotify-streaming-history spotify-web-api spotifyr streaming-history visualizacion-de-datos visualizaciones

Last synced: 07 Nov 2024

https://github.com/node/circos-cn

Circos Tutorial Chinese Version Circos教程中文版 By Circos中文社区

circos data-visualization visualization

Last synced: 27 Jan 2025

https://github.com/birddevelper/flexitable

FelxiTable is a professional jQuery plugin that convert JSON array list into HTML table

css data-visualization database html javascript jquery jquery-plugin json table

Last synced: 24 Oct 2024

https://github.com/arction/lcu-tutorial-3dpointlines-08

Tutorial for LightningChart .Net High-Performance Charting Library. Creating a 3D chart with multiple PointLineSeries, mouse tracking and annotations.

3d chart charting-library csharp data-visualization dotnet example lightning-chart performance pointlines tutorial visualization

Last synced: 18 Nov 2024

https://github.com/un-pany/v2-datav-template

⛅ 基于 vue2 和 datav 的大屏可视化模板

big-screen data-visualization datav vue

Last synced: 04 Jan 2025

https://github.com/anandarauf/cekatanbiz

CekatanBiz is Software Tools Data Analyst,Business Analyst,and Business Intelligence. Developed using Python.

business-analysis business-analyst business-analytics business-intelligence businessanalytics data-analysis-python data-analyst data-analytics data-science data-visualization pyspark pyspark-notebook pyspark-python

Last synced: 07 Feb 2025

https://github.com/zeeshanahmad4/my-path-to-python

Templates and Referance code in Python for Web development,Data Science, Analysing,visualization,Cleaning and Scraping, Machine Learning, Artificial Intelegence

code data-analysis data-visualization machine-learning python refereance selenium template

Last synced: 14 Dec 2024

https://github.com/floresfdev/toggl-dashboard

Analytics dashboard for Toggl time entries.

data-analysis data-visualization r rstats shiny shiny-apps shinydashboard time-tracking toggl

Last synced: 02 Nov 2024

https://github.com/csaladenes/csaladenes.github.io

Code behind my personal website (Dénes Csala)

agent-based-modeling business-intelligence complex-systems d3 d3js d3plus data-analysis data-science data-visualisation data-visualization dataviz energy energy-transitions javascript metro networks policy-synchronization renewable-energy system-dynamics website

Last synced: 02 Dec 2024

https://github.com/nicodupont/mooc

All my finished Moocs on the subject of the data science mainly

data-analysis data-science data-visualization datacamp jupyter-notebook machine-learning mooc pandas python sas sql

Last synced: 26 Dec 2024

https://github.com/hooopo/repo-track-pipeline

🔄 A flexible open-source data pipeline for seamlessly syncing data from any repository to your database.

analytics data-pipeline data-visualization github repository

Last synced: 05 Jan 2025

https://github.com/pawankolhe/ipl-data-challenge

IPL Data Visualization using ReactJS and Chart.js

data-visualization ipl reactjs

Last synced: 09 Feb 2025

https://github.com/alxnddr/waterfall-chart-example

Full source code for the tutorial

chart charts data-visualization react waterfall-chart

Last synced: 18 Feb 2025

https://github.com/acs/ghtorrent

Experimental GItHub project analysis based on GHTorrent

data-analysis data-visualization ghtorrent github visualization

Last synced: 27 Oct 2024

https://github.com/thecoderpinar/house-price-prediction-project

🏠 This project focuses on predicting house prices using advanced regression techniques. It involves comprehensive data preprocessing, feature engineering, and model selection. The aim is to develop an accurate predictive model for real estate prices.

data-analysis data-preprocessing data-visualization deep-learning jupyter-notebook machine-learning neural-networks python regression regression-models

Last synced: 09 Feb 2025

https://github.com/globeandmail/tgamtheme

The Globe and Mail's graphics theme for ggplot2

data data-journalism data-visualization journalism news r r-package

Last synced: 26 Dec 2024

https://github.com/dilums/remix-data-visualizations

How to use remix-run dynamic routing with chart animations

data-visualization reactjs remix-run ssr

Last synced: 04 Dec 2024

https://github.com/unicef/magasin

Cloud native open-source end-to-end data / AI / ML platform

cloud dagster data data-pipelines data-science data-visualization helm-charts kubernetes magasin

Last synced: 09 Nov 2024

https://github.com/dineshkarthik/browsing_history_viz

Visualise your browsing history

browser-history d3js data-visualization python

Last synced: 17 Nov 2024

https://github.com/shinjimc/octree_voxel_vtk

Octree with VTK is a C++ project that efficiently manages, stores, and visualizes three-dimensional spatial data. It utilizes an Octree data structure and Visualization Toolkit (VTK) to load spatial points from CSV files into a 3D space. It features robust Google Test (GTEST) unit tests to ensure reliability.

3d-visualization c-plus-plus cpp data-management data-structures data-visualization gtest octree octree-structure point-clouds spatial-data vtk

Last synced: 24 Dec 2024

https://github.com/ankman007/cricket-statsguru

Streamlit-based Nepali cricket visualization dashboard that utilizes various python tools & libraries to display interactive and engaging charts & statistics.

data-analysis data-visualization machine-learning python streamlit

Last synced: 20 Nov 2024

https://github.com/hrolive/from-data-to-insights-with-google-cloud-platform

Four-course accelerated online specialization teaches course participants how to derive insights through data analysis and visualization using the Google Cloud Platform

data-analysis data-cleaning data-preparation data-visualization sql

Last synced: 09 Nov 2024

https://github.com/jeffreyshen19/political-cartoon-visualizer

An exploration of the late 1800s through political cartoons of the era. Developed for an internship w/ the Library of Congress

data-visualization javascript library-of-congress

Last synced: 02 Dec 2024

https://github.com/patriloto/visualizacion_con_perspectiva_de_genero

Material del Taller "Desmitificando los datos, visualización desde la Ciencia de Datos con perspectiva de género" dictado dentro del ciclo de charlas ReinvertarTEC

data-visualization feminism ggplot2 r

Last synced: 29 Nov 2024

https://github.com/paulheider/ShinyBudgetAnalysis

A Shiny app (R-based dashboard) that gives insight into your GnuCash budget habits over time.

budgeting data-visualization gnucash r shiny shiny-apps

Last synced: 04 Nov 2024

https://github.com/sevdanurgenc/r-programming-for-data-science-lecture-notes

In this repo, I have the course contents of R Programming For Data Science training, which will be given to Sigorta Bilgi ve Gözetim Merkezi by the cooperation of Academy Peak Information Technologies Training and Consultancy between 21 - 23 March 2023.

data-analysis data-science data-visualization r r-programming r-programming-projects

Last synced: 29 Jan 2025

https://github.com/ahammadmejbah/data-science-interview-question-and-solution

Data Science Interview Question: Explain the concept of regularization in machine learning. Solution: Regularization is a technique to prevent overfitting by adding a penalty term to the loss function.

data-engineering data-mining data-science data-structures data-visualization database

Last synced: 09 Jan 2025

https://github.com/haritha1005/data-analysis-portfolio

This repository showcases my data analytics and data science skills through projects, fostering collaboration and community engagement

data-analysis data-visualization etl excel matplotlib numpy-library pandas powerbi-report python3 r scipy sql tableau

Last synced: 01 Feb 2025

https://github.com/haroldeustaquio/lima-air-quality-analysis

The Lima Air Quality Analysis project aims to collect, analyze and visualize air quality data in the city of Lima, Peru. We will use API to obtain real-time data from https://waqi.info/

analytics data-visualization powerbi python sqlite

Last synced: 20 Jan 2025

https://github.com/ahammadmejbah/ultimate-data-science-resources

🚀 Welcome to the Unlimited Data Science Resources community! Dive into a wealth of knowledge with curated tutorials, courses, and insights. Elevate your data science journey with boundless learning opportunities! 📊✨

data-engineering data-mining data-science data-visualization database datascience

Last synced: 09 Jan 2025

https://github.com/adityashrm21/exploratory_data_analysis

A collection of exploratory data analysis techniques and resources

data data-analysis data-exploration data-science data-visualization dataset datasets eda exploratory-data-analysis insights kaggle

Last synced: 11 Nov 2024

https://github.com/rayraegah/bias-viz

A visualization of cognitive bias codex

cognitive-bias d3js data-visualization

Last synced: 27 Oct 2024

https://github.com/aqafridi/data-analytics-specialization

In this Specialization of Data Analytics we will use systematic computational analysis of data or statistics using Python. (rarely Excel or Cognos)

beautifulsoup cognos-dashboard data-science data-visualization excel numpy pandas python sql

Last synced: 13 Jan 2025

https://github.com/jamesjarvis/mappyboi

Let's see if we can build a heatmap?

data-visualization golang gpx heatmap location-history

Last synced: 15 Oct 2024

https://github.com/CodeForAfrica/HURUmap-UI

HURUmap UI React chart and visualisation components powering geo-data platforms across Africa. Accessible at https://codeforafrica.github.io/HURUmap-UI/

charts code-for-africa data-visualization graphs hurumap hurumap-ui material-design react reactjs storybook

Last synced: 04 Nov 2024

https://github.com/jwist/hastalavista

R package that provide interactive graphical interface for metabolic profiling

data-visualization interactive-visualizations metabolic-profiling metabolomics metabolomics-pipeline metabonomics nmr-spectroscopy opls pca pls r r-package visualisation

Last synced: 09 Nov 2024

https://github.com/fedorse/sorting-algorithm-visualizer

algorithm-visualization data-visualization react sorting-algorithms sorting-visualization typescript

Last synced: 17 Nov 2024

https://github.com/b1nary-gr0up/openalysis

OPENALYSIS is a tool for visualizing and analyzing data from the GitHub open source community.

command-line-tool community data-visualization github go grafana open-source

Last synced: 16 Nov 2024

https://github.com/mrankitgupta/statistics-for-data-science-using-python

Sharing the solved Exercises & Project of Statistics for Data Science using Python course on Coursera by Ankit Gupta

ankitgupta coursera coursera-data-science data-analysis data-science data-visualization matplotlib mrankitgupta numpy pandas python python-library python3 regression scikit-learn scipy seaborn sql statistics statsmodels

Last synced: 17 Nov 2024

https://github.com/ahmedshahriar/pulsepoint-data-analytics

EDA, data processing, cleaning and extensive geospatial analysis on a selenium based web scraped dataset

clustering data-science data-visualization folium folium-choropleth-map folium-map folium-python geopy hierarchical-clustering jupyter-notebook k-means-clustering machine-learning matplotlib numpy pandas plotly-python python scikit-learn seaborn wordcloud

Last synced: 17 Jan 2025

https://github.com/shubham18024/census_analysis

This repository contains code and resources for a summer research project focused on statistical analysis of census data. The project aims to analyze demographic trends, population distributions, and other relevant metrics derived from census datasets.

census-data csv-files data-analysis data-visualization jupyter-notebook mitosheet python report statistics

Last synced: 08 Nov 2024

https://github.com/mitya33/data-tree

Data Tree is a rich, JavaScript-based tree plugin for displaying recursive data. It can be seeded initially with static data, or load data gradually as the tree is navigated, and has a host of useful features.

css data data-visualisation data-visualization html javascript tree

Last synced: 08 Nov 2024

https://github.com/xwiki-contrib/application-interactive-link-visualizer

Visualize & interact with pages present in a wiki in the form of a network-graph consisting of many nodes and edges

apache-solr data-visualization graphology network-graph sigmajs

Last synced: 11 Dec 2024

https://github.com/antoineaugusti/trainline-gdpr

Analyze your personal data coming from Trainline

data-visualisation data-visualization gdpr rgpd trainline trains

Last synced: 15 Feb 2025

https://github.com/kuroji-fusky/pacopanda-drawing-stats

A case study and data analysis project that collects drawings from a furry artist Paco Panda

data-science data-visualization fastapi furries furry furry-fandom pandas python

Last synced: 12 Dec 2024

https://github.com/nitin-diwakar/data-science-data-analystics-contribution---hacktoberfest-2022

About Submit Just 4 PRs to earn Tshirts🔥 in Hacktoberfest 2022

data-science data-visualization datasets digitalocean exploratory-data-analysis first-pull-request-and-commit good-first-pr hacktoberfest hacktoberfest-accepted hacktoberfest2022 machine-learning open-source powerbi tableau

Last synced: 29 Nov 2024

https://github.com/quazardous/activity-heatmap

A(nother) d3 heatmap for representing time series data similar to github's contribution chart

d3js d3v5 data-visualization heatmap javascript js

Last synced: 08 Dec 2024

https://github.com/manju1807/weatherly-nextjs-weather-app

Weatherly is a comprehensive weather application that provides real-time updates, forecasts, and detailed weather metrics. It's built with modern web technologies to provide a seamless and engaging user experience.

advanced-weather-app data-visualization interactive-maps nextjs-14 openweather-api react reactjs real-time-weather redux-toolkit server-side-rendering tailwindcss typescript weather-app weather-app-react weather-application weather-dashboard weather-forecast weather-monitoring

Last synced: 14 Jan 2025

https://github.com/byte-power/polydash

Data integration, visualization, dashboard and sharing, support white-label.

analytics data-visualization

Last synced: 04 Feb 2025

https://github.com/ptyadana/tableau-nutrition-analysis

Analyzing Nutrition values and calories consumption of daily meals over period of times.

data-analysis data-visualization nutrition nutrition-information tableau tableau-dashboards tableau-desktop tableau-public tableau-workbooks

Last synced: 15 Jan 2025

https://github.com/ryantusi/word-frequency-analyzer-and-visualization

📊 The Word Frequency Analyzer and Visualization is a Python program designed to analyze the frequency of words in a given text or a set of texts. This tool is perfect for anyone interested in understanding the distribution of words within a passage and visualizing the most commonly used words. 🔍

analyzer cs50p cs50p-final-project data-visualization database flask matplotlib modules nltk object-oriented-programming python unit-testing webapp word-frequency

Last synced: 19 Nov 2024

https://github.com/sonatipek/socketio-data-visualization

The identified data was made meaningful using Pandas and Numpy. Python and JS codes were communicated via Socket.io and this meaningful data was visualized with Apache ECharts.

apache-echarts bootstrap5 data-visualization echarts javascript numpy pandas python socket socket-io sonatipek