A package for adverse effects on death using VAERS
Project description
safety_vaccine
This is under review.
The latest data of VAERS (Vaccine Adverse Event Reporting System) dataset is available at:
https://vaers.hhs.gov/eSubDownload/index.jsp?fn=2021VAERSData.zip
set operations
vaers.py shows a good example of intersection operation. The following figure shows what is intersection operation.
How to install vaers
On WSL on Windows, MacOS, or Linux operating systems:
$ pip install vaers
On Windows 11 or 10:
$ pip install vaers --force-reinstall --no-cache-dir --no-binary :all:
How to run vaers
$ vaers
or
$ vaers 2022
How to run vaers.py
0. Download 2021VAERSData.zip 1. Unzip 2021VAERSData.zip file 2. Run vaers.py program $ python vaers.py total instances: 677514 total deaths 8926 NOVIDs instances: 1202 NOVIDs deaths: 4 NOV death per instance 0.003328 MODERNA+PFIZER: 905 MODERNA+PFIZER death: 4 MODERNA+PFIZER death per instance: 0.00442 MODERNAIDs instances: 299195 MODERNA deaths 3648 MODERNA 0.012193 PFIZERIDs instances: 283061 PFIZER deaths 3969 PFIZER 0.014022
How to run pfizerAge.py to generate a pfizer.csv file.
$ python pfizerAge.py
How to run modernaAge.py to generate a moderna.csv file.
$ python modernaAge.py
How to calculate safety thresholds of PFIZER and MODERNA vaccines by age
$ python deathperinstance.py
Subtraction operation
set(A).difference(B)
Union operation
set(A).union(B)
Symmetric difference (ExclusiveOR)
set(A).symmetric_difference(B)
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