Data Library¶
Overview:
Dataset Library¶
- class branchpro.DatasetLibrary[source]¶
DatasetLibrary Class: A data library class which contains a number of real world epidemiology datasets.
Each method returns a unique dataset in form of
pandas.DataFrame.- french_flu()[source]¶
Returns a dataset on the weekly incidence numbers of the annual flue outbreak in France between the years 1984 and 2020.
The data is returned as a
pandas.DataFramewith columns time_index: index of the time point represented in the data file;year: year of that particular incidence value;
week: week of that particular incidence value;
day: day of that particular incidence value;
inc: number of flu cases at that time point;
inc_low: lower bound of the 95% confidence interval of the number of flu cases at that time point;
inc_up: upper bound of the 95% confidence interval of the number of flu cases at that time point;
inc100: number of flu cases at that time point reported to 100,000 people;
inc100_low: lower bound of the 95% confidence interval of the number of flu cases at that time point reported to 100,000 people;
inc100_up: upper bound of the 95% confidence interval of the number of flu cases at that time point reported to 100,000 people.