chiragbiradar/COVID-19-Vaccination-Analysis

The repo contains COVID -19 VACCINATIONS ANALYSIS and time series predection technique to predict completion of vaccination process.

COVID -19 VACCINATIONS ANALYSIS

PROBLEM STATEMENT

• Forecasting of time taken for completing 100% total vaccinations of particular region over the time period.
• By this, vaccine manufacturing companies get to know the prior requirements of vaccine which helps to produce the vaccines in large scale and complete the vaccination drive with in calculated time.

Contributers

Jaswanth Reddy

Chirag Biradar

B Ajay Kushal

Bharath Sai

DATASETS Source: Ourworldindata.org

Questions Analysed:-

Which is the most used vaccines?

Which countries has highest people fully vaccinated per hundred?

Corelation in dataset

Correlation describes how two attributes are related and indicates that as one variable changes in value, the other variable tends to change in a specific direction

Vaccination count

Booster dose count

Total vaccination per hundred

Total vaccination per country grouped by vaccines

Total vaccination per hundred in each country

new vaccination rate

Germany analysis

Comparing with models

Before forcasting

After forecasting