Cristy Leonor Azanza Ricardo and Esteban A. Hernandez-Vargas
Raw data is obtined from the Government official site. To process this data filenames were standardized and stored in a Google Drive folder.
Some data files are supplied:
- 20200525fits.csv: Contains all the fits results obtained with the data up to June 25, 2020.
- 20200525_ResXStates.csv: The same as above with the total infected individual for each state. This datasheet is used for the map generation
- 20200525_Start1503.csv: Data up to May 25, 2020.
- 20200815_Start1503.csv: Data up to August 15, 2020.
- 20200526_LAST: This is a folder that contains results from simultions in the re-smpling strategy for all states
Some scripts and notebooks are available:
- dataExtract.py: Extract required information from raw data and generates Figures 5, 9 and 10. Raw data must be downloaded and unziped in the folder DirNacEpid.
- genStat.py: Performs the re-sampling strategy based on the distribution functions in Figure 1, for all states generating files as the ones in 20200526_LAST.
- genFig02.py: Generates Figure 2.
- genFig03.py: Generates Figure 3.
- genFig04.py: Generates Figure 4.
- genFig06-07.py: Generates Figures 6 and 7.
- genFig08.py: Generates Figure 8.
- genFig11-12.ipynb: Generates Figures 11 and 12.
- importCOVID19.py: Includes models for COVID19 pandemic characterization in Mexico.
- PDEparams.py: Differential Evolution algorithm python library