MATH517team2

Project1:

Project on COVID-19:

1. How is the number of deaths from COVID-19 in the U.S. evolving through time?

• Visualisation and interactive map of the U.S. with the number of deaths from COVID-19 by states and by time (Zineb) (1)

2. What are the main risk factors of deaths from COVID-19? What are the most dangerous conditions?

• Interactive bar plots with different conditions from different risk factors, and several plots in regards to this subject (Fahim) (1)

3. How did the mortality rate evolve through time?

• Plots on the mortality rate through time, and with respect to different risk factors (Salima) (2) (4) (5)

4. Does the geolocation of the state have an impact on the number of cases and the number of deaths from COVID-19?

• Interactive plot on the comparison of the numbers betweens two States (Seorim) (2) (3)
• Separation analysis: correlation across different degrees of separation between states. (Mathias) (2) (3)

Data that has been used:

• Provisional_COVID-19_Deaths_by_Place_of_Death_and_Age.csv (source:https://data.cdc.gov/NCHS/Provisional-COVID-19-Deaths-by-Place-of-Death-and-/4va6-ph5s) (1)
• United_States_COVID-19_Cases_and_Deaths_by_State_over_Time.csv (source: https://data.cdc.gov/Case-Surveillance/United-States-COVID-19-Cases-and-Deaths-by-State-o/9mfq-cb36) (2)
• tot_population.csv (extracted part of the data from https://www.census.gov/data/datasets/time-series/demo/popest/2010s-national-total.html#par_textimage_1810472256) (3)
• Cases_per_age_group.csv (source: https://covid.cdc.gov/covid-data-tracker/#demographics) (4)
• case_per_month (dataset created from United_States_COVID-19_Cases_and_Deaths_by_State_over_Time.csv) (5)

(Data on Swiss COVID-19, not for now:

• https://www.covid19.admin.ch/en/overview?time=total
• https://github.com/openZH/covid_19
• https://opendata.swiss/en/dataset/covid-19-schweiz)

Report outline:

1. Introduction
       a) Introduction (Selima)
       b) Questions (Matias)
       c) Approaches (Zineb)
   
2. Data description.
       a) US deaths within categories and states. (Fahim)
       b) US cases within states. (Seorim)
       c) Additional: US population, .. (Seorim)
   
3. How is the number of deaths from COVID-19 in the U.S. evolving through time? (Zineb)
4. What are the main risk factors of deaths from COVID-19? What are the most dangerous conditions? (Fahim)
5. How did the mortality rate evolve through time? ( Selima)
6. Does the geolocation of the state have an impact on the number of cases and the number of deaths from COVID-19?
       a) Correlations depending neighboorship. (Seorim)
       b) Correlations depending of degrees of separation. (Matias)
   
7. Conclusion.
8. Possible improvements.

List of members:

• Zineb Agnaou (ZinebAg)
• Fahim Beck (FahimBeck)
• Matias Janvin (matiasjanvin)
• Salima Jaoua (salimajaoua)
• Seorim Park (seorimpark)