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This is a small project which uses SIR model to predict how Covid 19 will spread in various states of USA.

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NamamiShanker/Covid19Predictor

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Covid 19 Spread Predictor

This project predicts the spread of Coronavirus in various states of USA.

master_data_US_CSS.py

This program extracts information of confirmed cases of Covid-19 and total deaths only in US, starting from the date 22-Jan-2020 upto the latest updation on the GitHub repository from which it extracts the data, which is generally updated daily. This project also approximates total numbers of recovered patients in the state, the explanation of which is provided in the "project.ipynb" file.

Below are the states from which it can extract data.

American Samoa
Guam
Northern Mariana Islands
Puerto Rico
Virgin Islands
Alabama
Alaska
Arizona
Arkansas
California
Colorado
Connecticut
Delaware
District of Columbia
Florida
Georgia
Hawaii
Idaho
Illinois
Indiana
Iowa
Kansas
Kentucky
Louisiana
Maine
Maryland
Massachusetts
Michigan
Minnesota
Mississippi
Missouri
Montana
Nebraska
Nevada
New Hampshire
New Jersey
New Mexico
New York
North Carolina
North Dakota
Ohio
Oklahoma
Oregon
Pennsylvania
Rhode Island
South Carolina
South Dakota
Tennessee
Texas
Utah
Vermont
Virginia
Washington
West Virginia
Wisconsin
Wyoming
Diamond Princess
Grand Princess

dependency_installation.py

This script installs the packages necessary to view the project. I suggest you to run it at least once before opening the project. There is no harm in running it. It installs the following libraries. SciPy NumPy Pandas Plotly Jupyter

data.csv

The 'master_data_US_CSS.py' scripts saves the updated data into this file. It is later used as a data source by the 'project.ipynb' file

start notebook.bat

A batch file that opens Jupyter base in the project folder. Run it and open the 'project.ipynb' file.

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This is a small project which uses SIR model to predict how Covid 19 will spread in various states of USA.

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