31 lines
1.4 KiB
Python
31 lines
1.4 KiB
Python
import pandas as pd
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class SummationTableFactory:
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@staticmethod
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def createSummationTable(dataFrame):
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summationTable = dataFrame.agg(
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**{
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'Deaths': pd.NamedAgg(column = 'DIED', aggfunc = 'sum'),
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'Adverse Reaction Reports': pd.NamedAgg(column = 'DIED', aggfunc = 'size'),
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'Life Threatening Illnesses': pd.NamedAgg(column = 'L_THREAT', aggfunc = 'sum'),
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'Disabilities': pd.NamedAgg(column = 'DISABLE', aggfunc = 'sum'),
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'Severities': pd.NamedAgg(column = 'SEVERE', aggfunc = 'sum'),
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'Countries': pd.NamedAgg(column = 'COUNTRY', aggfunc = SummationTableFactory.countries2str)
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})
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summationTable['Severe reports'] = summationTable['Severities'] / summationTable['Adverse Reaction Reports'] * 100
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summationTable['Lethality'] = summationTable['Deaths'] / summationTable['Adverse Reaction Reports'] * 100
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return summationTable[
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[
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'Adverse Reaction Reports',
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'Deaths',
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'Disabilities',
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'Life Threatening Illnesses',
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'Severe reports',
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'Lethality',
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'Countries'
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]]
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@staticmethod
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def countries2str(countries):
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return ', '.join(sorted(set(countries))) |