The Happiness Vaccines- Exploratory Data Analysis

(Caring, sharing, listening and speaking in pandemic times)

1. Introduction

Following the outbreak of the Covid-19 and the following development of the vaccine, the world now faces the challenge of distributing the vaccine all around the world with the hope of returning back to the now acclaimed 'normality'. The progress seems positive at a first glance. But, with the limited amount of vaccines, the problem now seems to distribute the vaccine in a fair manner, allowing the less wealthy countries to have access to the vaccine.

This notebook analyses the data of latest Covid-19 Vaccine Status of all the Countries in the World as on 30 June, 2021 (https://www.kaggle.com/anandhuh/latest-worldwide-vaccine-data) and compares it with the data of the world happiness report (https://www.kaggle.com/ajaypalsinghlo/world-happiness-report-2021).

What story is behind the data? Is the world succeding in distributing the vaccine in a fair manner? Is a happy country also a vaccinated one? We will find out.

1.1 Objectives

The notebook will focus mainly on what factors make a country more vaccinated than other.

1. Find key aspects of a leading vaccinated country.

2. Develop strategies and reccomendations based on findings.

3. Build a model that predicts how vaccinated a country is as on 30 June, 2021

Downloading the Dataset