{"repo":"hoangsonww/Global-COVID19-Analysis","free":true,"listed":false,"github":"https://github.com/hoangsonww/Global-COVID19-Analysis","clone":"git clone https://github.com/hoangsonww/Global-COVID19-Analysis.git","description":"🌍 This repository hosts an in-depth analysis of COVID-19's impact across five key countries from Jan 2020 to Dec 2021. Through advanced data analysis and visualization, we aim to provide insights into how the pandemic evolved differently across these nations, shedding light on the effectiveness of various health measures and vaccination campaigns.","language":"R","stars":15,"topics":["covid","covid-19","covid19-tracker","data","data-analysis","data-analytics","data-science","data-visualization","ggplot2","julia"],"license":"MIT","category":"analytics","readme_excerpt":"COVID-19 Data Analysis Repository This repository is dedicated to advanced data analysis and visualization of the COVID-19 pandemic, utilizing a synthetic dataset that reflects realistic trends in cases, deaths, and vaccination rates across five countries. The repository contains scripts in multiple programming languages, including R, Python, Julia, SAS, and Stata, each designed to explore different aspects of the COVID-19 data. Dataset Overview The dataset, synthetic covid data realistic.csv , comprises simulated daily data on COVID-19 cases, deaths, recovered cases, and vaccination rates for the United States, Brazil, India, Russia, and the United Kingdom from January 1, 2020, to December 31, 2021. The dataset was generated to mimic real-world dynamics and provide a basis for comprehensive data analysis and visualization exercises across various programming languages. covid19DataGetter.py The covid19DataGetter.py Python script is responsible for getting the synthetic COVID-19 dataset from public health sources. R Scripts Advanced R Analysis 1. CovidTrendAnalysis.R : This script performs a time-series analysis, plotting the trends of COVID-19 cases and deaths over time for each country. 2. VaccinationImpactAnalysis.R : This script investigates the impact of vaccination rates on COVID-19 cases and deaths, employing various statistical methods to infer correlations. Plot Images Python Scripts 1. CovidTrendAnalysisPython.py : Analyzes COVID-19 case and death trends using Pandas","default_branch":null,"files":null,"tree":[],"storefront":"/r/hoangsonww","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/hoangsonww/Global-COVID19-Analysis/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}