Rajanpandey/HerdImmunitySimulator-N-VaccinePrioritizer

Simulate herd immunity in real-time and figure the number of vaccination needed priority-wise for 136 countries. Output can be obtained in the CLI, as an API, and as a Business Intelligence report.

Vaxilyze

Real time dynamic herd immunity predictor and vaccine prioritizer for 136 countries.

How does it work

Estimates and Formulae are used on all of the pandemic data available in the world! The accuracy of the predictions can be off as a lot of estimates are involved.

What is the output

1. An API that gives global or country level data.

2. A data.csv file that is ready to be ingested by any BI tool for data visualization.

3. Data can also be printed on the CLI itself

Datasets used

Our World in Data (OWID) is one of the most trusted sources of data. It compiles data from WHO, CDC, and government of respective countries to come up with the most accurate datasets.

1. Worldwide Daily Covid Cases: https://github.com/owid/covid-19-data/blob/master/public/data/jhu/total_cases.csv
2. Worldwide Daily Covid Deaths: https://github.com/owid/covid-19-data/blob/master/public/data/jhu/total_deaths.csv
3. World Population: https://github.com/owid/covid-19-data/blob/master/public/data/jhu/locations.csv
4. Worldwide Daily Vaccination Count: https://github.com/owid/covid-19-data/blob/master/public/data/vaccinations/vaccinations.csv
5. Vaccines Used Country-wise: https://github.com/owid/covid-19-data/blob/master/public/data/vaccinations/locations.csv
6. Worldwide Daily Testing: https://github.com/owid/covid-19-data/blob/master/public/data/testing/covid-testing-all-observations.csv
7. Global Health Security Index: https://www.ghsindex.org/
8. Percentage of Old Population Country-wise: https://data.worldbank.org/indicator/SP.POP.65UP.TO.ZS?end=2019&start=2019&view=map

Vaccine data

1. Pfizer-BioNTech https://www.cvdvaccine.com/
2. Moderna (mRNA-1273): https://www.who.int/news-room/feature-stories/detail/the-moderna-covid-19-mrna-1273-vaccine-what-you-need-to-know
3. Oxford/AstraZeneca: https://www.who.int/news-room/feature-stories/detail/the-oxford-astrazeneca-covid-19-vaccine-what-you-need-to-know
4. Sputnik V: https://sputnikvaccine.com/about-vaccine/
5. Johnson & Johnson: https://www.jnj.com/johnson-johnson-covid-19-vaccine-authorized-by-u-s-fda-for-emergency-usefirst-single-shot-vaccine-in-fight-against-global-pandemic
6. Sinovac:
7. EpiVacCorona:
8. Sinopharm/Wuhan:
9. Sinopharm/Beijing:
10. CanSino: