Project 1 - COVID-19 Vaccinations Trend Analysis
Aim : This project aim to analyse data in detail on vaccinated people and fully vaccinated people in year 2020-2021 for every country Using Power BI.
Introduction : Covid- 19 has effected many people around the world. By this project we use to analyze the people data who are vaccinated and fully vaccinated across the world. Using Power Bi , We can analyse some more important insights of the data.
Problem statement : By this project, we can find how many people are completely vaccinated and total vaccinations by each country in year 2021-2022. However rate of vaccination is different in each region and country.
Methodology :
1.Data Cleaning: By tranforam data option we can perform clean data because so of the values in the given dataset are null. So i have replaced null values with zero.
2.Data Visualization: With the help of power BI to make relevant graphs and charts to visualize data.
Analysis:
- Top 10 countries where most people are vaccinated
- Top 10 Daily vaccination in the countries
- Total Daily vaccination in 2021
- Which country has highest vaccination in 2021
- Total vaccination by health ministry
- Top 10 countries with top vaccines
- Total vaccination of each country
Insights:
- Countries by fully vaccination
- 2021 has highest vaccination compared to 2020 etc.
Recommendations:
- Government should provide accurate data on vaccination to increase the vaccinations among public.
- Country with low number of fully vaccinated people should increase vaccination by making awarness among the people.
- We can collect good data sets for analysis
- we can perform city-wise, region wise data analysis if data set is clear and accurate.
Conclusions:
In clonclusion, I analysed the trend of covid -19 vaccinations accross world data, my analysis shows the poplulation density and access to healthcare significant factors that influenced vacciation drives. Based on finding, I recommended some of the points to get data sets clear and accurate.