Coders Packet

ANALYSIS AND VISUALIZATION OF COVID-19 PANDEMIC USING PYTHON PROGRAMMING

By KRITIKA SHELLY

The aim of the project is to provide data analysis and visualization of covid-19 pandemic using Python programming.

The project aims to provide data analysis and visualization of the covid-19 pandemic which was started in December 2019 in Wuhan, China.

Through analyzing the data and visualizing it in the form of maps, pie-charts, bar-graphs, and histograms, various cases have been studied like most affected countries in the world due to this pandemic, most affected states in INDIA.

This project demonstrates the initial spread of the covid-19 virus in INDIA as well as in the world.
This project shows the potential applications of data analytics on the covid-19 pandemic.
The datasets used in this project are true and are from Kaggle.com and are also attached to the zip folder.

Language used in this project-- Python

 

PACKAGES USED IN THIS PROJECT:

1. Pandas

2. matplotlib

3. Seaborn

4. Plotly

5. Folium 

WORKING OF THIS PROJECT:

STEP 1: DATA ANALYSIS

This data set “COVID-19 cases in india.xlsx” contains the no. of covid cases in INDIA.

First of all, we have to read the first excel file in order to analyze the data of covid cases in India.

The following data is analyzed as :

The trend of covid-19 and day-active in India are also tabulated in the graphs.

The following data table analyzed shows the no. of deaths, recoveries, and confirmed cases across the world.

 

STEP 2: DATA VISUALIZATION:

In this step, the data is visualized and are depicted using world maps.

And also in this step, the piechart is also drawn in order to show the chances of getting covid-19 across different age groups.

 

CONCLUSION:

Through this project, the analysis of COVID-19 data has been performed successfully. The analysis of this pandemic spread has been done and
compared between different countries. The analysis of confirmed cases, active cases, recovered cases and deaths are done to give a clear idea about how the virus is spreading globally.
A separate analysis on cases of INDIA has been done as well as visualized in the form of pie-charts, histograms,bar-charts.

The data analyzed is visualized on global maps in order to provide an insight into how the situation of covid-19 spread across different states of INDIA and across different countries of the world.
This project provides a clear understanding of the covid-19 situation in INDIA as well as in other countries,
This project depicts the data in various forms of charts and graphs, thus help the common people to understand the covid-19 situation and take proper preventive measures.
Hence this project is helpful for social good.

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