getDateRangeOfVAERSReportsBeforeDeletionOfCountryCodes()
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@@ -10,13 +10,17 @@ def getCountryCountsByBatchcodeTable():
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def _getCountryCountsByBatchcodeBeforeDeletion():
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internationalVaersCovid19 = getInternationalVaersCovid19(dataDir = 'VAERS/VAERSBeforeDeletion', years = [2020, 2021, 2022])
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internationalVaersCovid19 = _getInternationalVaersCovid19BeforeDeletion()
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return (internationalVaersCovid19
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.groupby('VAX_LOT')
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['COUNTRY'].value_counts()
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.to_frame(name = 'COUNTRY_COUNT_BY_VAX_LOT'))
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def _getInternationalVaersCovid19BeforeDeletion():
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return getInternationalVaersCovid19(dataDir = 'VAERS/VAERSBeforeDeletion', years = [2020, 2021, 2022])
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def _combineCountryCountsByBatchcodeTables(countryCountsByClickedBatchcode, countryCountsByBatchcodeBeforeDeletion):
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countryCountsByBatchcode = pd.merge(
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countryCountsByClickedBatchcode,
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@@ -31,5 +35,10 @@ def _combineCountryCountsByBatchcodeTables(countryCountsByClickedBatchcode, coun
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return countryCountsByBatchcode
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def getDateRangeOfVAERSReportsBeforeDeletionOfCountryCodes():
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dates = _getInternationalVaersCovid19BeforeDeletion()['RECVDATE']
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return dates.min(), dates.max()
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def filterByBatchcodes(countryCountsByBatchcode, batchcodes2Retain):
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return countryCountsByBatchcode.loc[(batchcodes2Retain, slice(None)), :]
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@@ -221,10 +221,12 @@
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"outputs": [],
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"source": [
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"from GoogleAnalyticsReader import GoogleAnalyticsReader\n",
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"from CountriesByBatchcodeProvider import getDateRangeOfVAERSReportsBeforeDeletionOfCountryCodes\n",
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"\n",
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"dateRange = GoogleAnalyticsReader(dataDir = 'data/GoogleAnalytics').getDateRange()\n",
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"barChartDescriptions = {\n",
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" 'dateRange guessed': dateRange2Str(dateRange),\n",
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" 'dateRange before deletion': dateRange2Str(getDateRangeOfVAERSReportsBeforeDeletionOfCountryCodes()),\n",
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" 'barChartDescriptions': barChartDescriptionTable['BAR_CHART_DESCRIPTION'].to_dict()\n",
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"}\n"
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]
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