COVID-19 Vaccinations Trend Analysis

Aim:

To identify the covid-19 vaccination Trends using the available datasets.

Introduction:

COVID-19 vaccine is a vaccine designed to confer adaptive immunity against severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), the virus that causes coronavirus disease 2019 (COVID-19).

Before the COVID-19 pandemic, there was solid knowledge about the structure and function of the coronaviruses that cause diseases such as Severe Acute Respiratory Syndrome (SARS) and Middle East Respiratory Syndrome (MERS). This knowledge has accelerated the development of various vaccine platforms in early 2020.

Problem Statement:

o Identify the Vaccination trends around the world.

o Identify the People who are vaccinated fully.

o The areas which needs to be focused to improve the vaccination process.

Methodology:

Getting the Dataset:

The dataset has been downloaded from the source: World Health Organization and the source link: https://covid19.who.int/

It has a total of 86512 rows and 15 columns.

Data Cleaning:

The dataset has been loaded and transformed the data which contains the null values with 0.

Tool:

Power BI is used as a visualization tool for analyzing and visualizing the Covid-19 Vaccination trends.

Analysis:

1. Listed a top 10 countries with higher vaccination rates
2. Listed a top 10 countries with higher fully vaccination rates.
3. Vaccination trends over this period has been shown
4. List of vaccines used during the period of time.
5. Top 10 countries with people vaccination per Hundred
6. Daily vaccination Trends and Total vaccination trends

Insights:

• The first vaccination was recorded on December 4^th 2020 in Latvia and the vaccine used is Johnson & Johnson.
• China has the highest rates in the fully vaccinated country.
• China has been using CanSino, Sinopharm, Sinovac, ZF2001 these vaccines for their people.
• China has the highest amount of vaccination overall with around 3.2 billion still March 2022

Recommendation:

1. Daily vaccination trend has been decreasing since December 2021, people need to be educated about the importance of vaccination.

2. Few countries like Burundi, Yemen, etc have the least vaccination count per hundred WHO should focus and support them.

Conclusion:

1.28 billion people are vaccinated till march 2022, Few countries need to take actions to vaccinate their peoples.