Welcome to my Covid-19 Analysis and prediction model!
My Covid-19 Analysis includes an in-depth look at Italys' Confirmed Deaths. It also includes a complete walkthrough of how I build my Monte Carlo algorithm, in order to predict the future Death Counts! It also includes an Analysis of my model
FILES
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the covid.html file is the output html page for the analysis! It can be seen here...
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The Covid-19-Analysis.rmd is the rmd file that everything was written and coded on!
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The monte-carlo-script.R is the full script that was used to create my Monte Carlo Simulation, with adjustable settings.
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raw folder will include the data files for my analysis, I will link the source at the bottom.
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the future_data folder was data that I pulled to get the updated numbers to check my model accuracy.
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the predictions folder are csv files for the algorithm being ran with different hyperparameters
PLANS
- Once the COVID-19 pandemic is over, or has virtually stopped. I will come back and evalutate my algorithm to see how well it matches up to reality, over the course of the pandemic.
SOURCES
data: https://data.humdata.org/dataset/novel-coronavirus-2019-ncov-cases