Project 1 - COVID-19 Vaccinations Trend Analysis
- AIM: This project aims to analyze data in detail on vaccinated people and fully vaccinated by year and country.
- Introduction:
The main objective of this project is to analyze the data on, COVID-19 Vaccinations. Through the Analysis of data, we can find out some important insights. -
Problem statement:
We can find out how many people are completely vaccinated. Total vaccinations by each year and then by country. In this analysis, we can see the number of people - Methodology:
In data cleaning I cleaned the data with the transform data option present in Power BI because the dataset was not cleaned and included some missing values, so with the help of the duplicates function in Power BI, I cleaned the data and replace the null values with 0 and then started working on it. - Visualization:
In visualization, I took the help of Power BI Desktop software to make graphs and charts here some relevant graphs and charts are attached. - Analysis (Datasheets pertaining to it):
- Data on people fully vaccinated in the year.
- The dataset available is from 2020 to 2021
Total vaccination by the country in map visualization. - Top 10 countries of fully vaccinated
- Daily vaccination in the countries
- Top 10 Daily vaccination in the countries
- Insights:
In conclusion, we can take a look at the final report for further analysis.
• We can see the top 10 sources.
• Countries by full vaccination etc - Recommendations:-
• We can collect good datasets for analysis.
• We can analyze the data of the overall world.
• Like this dataset we can perform operations with various categories, city-wise or region-wise.
• We can work on large datasets and analyze them with the proper format of the chart.
- Conclusion: As we can see in the Report the top countries vaccination-wise, Top Country by the vaccination in daily, and the best top 10 countries with our vaccines. Vaccination peeks in 2021 but it has been reduced in 2022 and Covaxin raw was the top inserted vaccine compared to others