Project 1 - COVID-19 Vaccinations Trend Analysis

Project 1 - COVID-19 Vaccinations Trend Analysis

Aim:- The aim of the project is to analyze the data in detail on vaccinated and fully vaccinated by the year 2020,2021,2022.

Introduction :-This data represents COVID-19 vaccination statistics for different countries. The dataset includes information such as the country's ISO code, the date of the data entry, total vaccinations, people vaccinated, people fully vaccinated, daily vaccinations, and various vaccination rates per hundred people.

Problem statement :-

The following things are need to be collected from given dataset.

• Total vaccination year wise.
• Highest vaccinated countries so far.
• Year wise people fully vaccinated.
• Year wise people vaccinated per hundred.
• People vaccinated by country.

 Methodology

Data cleaning

Using  transform data option present in Power BI dataset was cleaned it has some null values those null values are replaced by 0.beacause those are numerical value not categorical.

Data overview

• The data has 86512 rows and 15 columns.
• No loss of data.

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 (Data sheets pertaining to it)

After careful analysis, several important points have been identified:

• The data set has information from year 2020 ,2021,2022.
• People are highest vaccinated in the year 2021 followed by 2022.
• Top five highest vaccinated countries are

             China

             India

             United states

             Brazil

             Indonesia

• There are more number of people fully vaccinated in the year of 2021 and then 2022.
• Vaccinated per hundred is more in 2021.
• Sum of people vaccinated by country is good in india.

Insights

• We get to know that which are all the highest vaccinated countries.
• Most daily vaccinated countries.
• Countries that are good in vaccination or most vaccinated.

Recomendations

1. High-quality datasets are available for collection to facilitate thorough analysis.
2. Comprehensive global data can be analyzed to gain insights into the overall world situation.
3. Similar datasets can be utilized to perform operations based on different categories, such as city-wise or region-wise analysis.
4. It is feasible to work with extensive datasets and analyze them using appropriate chart formats

Conclusion

According to the report, the countries with the highest vaccination rates, the leading country in terms of daily vaccinations, and the top 10 countries with successful vaccine distribution have been identified. The peak of vaccination efforts occurred in 2022, with India and China emerging as the two main sources of vaccines.