Skip to content

how to preprocess and merge datasets to calculate needed measures and prepare them for an Analysis. In this project, we are going to work with the COVID19 dataset, published by John Hopkins University, which consists of the data related to the cumulative number of confirmed cases, per day, in each Country. Also, we have another dataset consist o…

Notifications You must be signed in to change notification settings

mohamedawnallah/COVID19-DataAnalysis-Python

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

4 Commits
 
 
 
 
 
 
 
 

Repository files navigation

COVID19 Data Analysis Python

how to preprocess and merge datasets to calculate needed measures and prepare them for analysis. In this project, we are going to work with the COVID19 dataset, published by Johns Hopkins University, which consists of data related to the cumulative number of confirmed cases, per day, in each Country. Also, we have another dataset consisting of various life factors, scored by the people living in each country around the globe. We are going to merge these two datasets to see if there is any relationship between the spread of the virus in a country and how happy people are, living in that country...

Correlations:


Correlation Matrix

Correlation Matrix


GDP per capita vs max infection rate Correlation

GDP per capita vs max infection rate


Healthy Life Expectancy vs max infection rate Correlation

Healthy Life Expectancy vs max infection rate


Freedom to make life choices vs max infection rate Correlation

Freedom to make life choices vs infection rate



_ Conclusions: _

  • As we can see from the above analysis that happiness factors are positive, weakly correlated with the maximum infection rate of covid19, and that is really interesting :)
  • But it might come to our mind 🤔 that is not 100 percent right conclusion as may be covid19 test in developed countries is not good compared the one in developing countries you are right so next project we will do nearly same steps but with covid19 deaths instead of covid19 infections data set SEE YOU SOON ☺️

About

how to preprocess and merge datasets to calculate needed measures and prepare them for an Analysis. In this project, we are going to work with the COVID19 dataset, published by John Hopkins University, which consists of the data related to the cumulative number of confirmed cases, per day, in each Country. Also, we have another dataset consist o…

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published