Created
July 16, 2020 12:29
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Scrape Data from PDF Documents
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tables = tabula.read_pdf('https://www.who.int/docs/default-source/coronaviruse/situation-reports/20200715-covid-19-sitrep-177.pdf', pages="all", multiple_tables=True) | |
countries = [] | |
for data_frame in tables: | |
data_dicts = data_frame.T.to_dict().values() | |
for data_item in data_dicts: | |
for key in data_item: | |
if 'Country' in key: # if key is 'Reporting Country/Territory/Area' | |
country = find(who_name=data_item[key]) # if Country Exists in the List | |
if country: | |
confirmed = data_item.get('Total confirmed', None) | |
confirmed_new = data_item.get('Total confirmed.1', None) | |
deaths = data_item.get('Total deaths', None) | |
deaths_new = data_item.get('Total new deaths', None) | |
if isinstance(confirmed, str): | |
confirmed = confirmed.replace(' ', '') | |
confirmed = decimal.Decimal(confirmed) | |
if isinstance(confirmed_new, str): | |
confirmed_new = confirmed_new.replace(' ', '') | |
confirmed_new = decimal.Decimal(confirmed_new) | |
if isinstance(deaths, str): | |
deaths = deaths.replace(' ', '') | |
deaths = decimal.Decimal(deaths) | |
if isinstance(deaths_new, str): | |
deaths_new = deaths_new.replace(' ', '') | |
deaths_new = decimal.Decimal(deaths_new) | |
country['confirmed'] = replace_nam(confirmed) | |
country['confirmed_new'] = replace_nam(confirmed_new) | |
country['deaths'] = replace_nam(deaths) | |
country['deaths_new'] = replace_nam(deaths_new) | |
country['date'] = date | |
countries.append(country) | |
return countries |
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