alejandro-sin/covid-19-impact

This repository evaluates the impact of the covid-19 on our interests and decisions

Covid-19 impact

This repository is intended to be descriptive for the analysis of two related subjects about covid-19.

These subjects are the followings:

• Study case 1:

Wich refers to the study of the behavior of the covid-19 interest over time and how the people interest in online courses, and even learning attitudes vary with respect of covid-19 interest.

• Study case 2:

To study some of the epidemiological data of the covid-19, Colombia was chosen as country of study. To carry out this, a model of the cases was made to see the impact of obligated quarantine (decreed on 2020-03-24) and selective isolation (started at 2020-09-01). Also how this has affected the deparments of this country. In the end a shallow analysis is done to see the impact of some other variables with respect to the epidmilogical variables.

What does this repo have?

This repository is separated in three parts as following:

• /notebooks
• /src
• /API

Every folder has its own README to get some sense of them, for now they will be described shortly.

/notebooks

This folder has the jupyter notebooks where the analysis of the study cases where made.

/src

This folder is intended to be use when the repository receives a push, so that github actions can plot the status and the performance of the model built in previous described folder. By default it takes Colombia data.

/API

Source code of the API service that has the model built in notebooks analysis on a production environment, so that it can be used as a service by anyone.

Licensing

This repository is under a MIT License.

Data

Data was obtained by conecting to google trends and using Google's COVID-19 Open-Data.

Citations

Google's COVID-19 Open-Data

@article{Wahltinez2020,
  author = "O. Wahltinez and others",
  year = 2020,
  title = "COVID-19 Open-Data: curating a fine-grained, global-scale data repository for SARS-CoV-2",
  note = "Work in progress",
  url = {https://goo.gle/covid-19-open-data},
}