Project Proposal: Covid-19 In Italy

Background

Corona Virus is a large family of virus leading to Covid-19. It is a respiratory disease that people can have it from people who has the virus. Indeed Covid-19, impacted the world and spread rapidly among people. Italy in Europe was the most impacted country, from 3 January 2020 to 6:58pm CEST, 7 September 2022, there have been 21,969,725 confirmed cases of COVID-19 with 175,952 deaths, reported to WHO. As of 21 August 2022, a total of 139,048,831 vaccine doses have been administered.

Questions

Whats the spread to various regions over time?

Whats the prediction of the spread of COVID-19 ahead of time to take preventive measures?

How Covid-19 Impacted the different regions of Italy?

How were people treated and cure from this disease?

Data

This dataset using is Covid-19 in Italy in Kaggle. This data is collected by Sito del Dipartimento della Protezione Civile - Emergenza Coronavirus: la risposta nazionale and shared into this github

Importance

Covid-19 create several problem and cost to the government since they have to hire more employer and have more infrastructure to help to cure population. Our research will help to see how the government was impacted, how covid-19 was spread rapidly and which problem hospital face about the place in the hospital, the material

References

Italy: WHO Coronavirus Disease (COVID-19) Dashboard With Vaccination Data | WHO Coronavirus (COVID-19) Dashboard With Vaccination Data

COVID-19 in Italy | Kaggle

Follow the instruction below and this which step this paper should contain

1- Probleme statement

2- Dataset

About the data

Data processing

EDA

3 preliminary model

Performance of the three model

Model performance analysis

- Logistic regression

- Decision tree

- Forcasting

conclusion

4 futhur step

5 - appendix