cowidev.vax

• cowidev.vax._static
  • cowidev.vax._static.data
  • cowidev.vax._static.queries
• cowidev.vax.batch
  • cowidev.vax.batch.argentina
    • Argentina
      • Argentina._build_df()
      • Argentina._build_df_age_group()
      • Argentina._check_data_age()
      • Argentina._parse_data()
      • Argentina._parse_data_age()
      • Argentina.age_group_valid
      • Argentina.export()
      • Argentina.location
      • Argentina.pipe_age_cumsum()
      • Argentina.pipe_age_date()
      • Argentina.pipe_aggregate_vaccines()
      • Argentina.pipe_base_cumsum()
      • Argentina.pipe_base_metrics()
      • Argentina.pipe_base_vaccines()
      • Argentina.pipe_vaccine()
      • Argentina.pipeline()
      • Argentina.pipeline_age()
      • Argentina.pipeline_base()
      • Argentina.pipeline_manufacturer()
      • Argentina.read()
      • Argentina.read_age()
      • Argentina.source_url
      • Argentina.source_url_age
      • Argentina.source_url_ref
      • Argentina.vaccine_mapping
    • main()
  • cowidev.vax.batch.australia
    • Australia
      • Australia.columns_rename
      • Australia.export()
      • Australia.location
      • Australia.pipe_age_groups()
      • Australia.pipe_age_metadata()
      • Australia.pipe_age_numeric()
      • Australia.pipe_date()
      • Australia.pipe_metadata()
      • Australia.pipe_rename_columns()
      • Australia.pipe_total_vaccinations()
      • Australia.pipe_vaccine()
      • Australia.pipeline()
      • Australia.pipeline_age()
      • Australia.read()
      • Australia.read_age()
      • Australia.source_file
      • Australia.source_url
      • Australia.source_url_ref
      • Australia.vaccine_timeline
    • main()
  • cowidev.vax.batch.austria
    • Austria
      • Austria.export()
      • Austria.location
      • Austria.one_dose_vaccines
      • Austria.pipe_date()
      • Austria.pipe_filter_rows()
      • Austria.pipe_metadata()
      • Austria.pipe_metrics()
      • Austria.pipe_quick_fix()
      • Austria.pipe_reshape()
      • Austria.pipe_vaccine()
      • Austria.pipeline()
      • Austria.read()
      • Austria.source_url
      • Austria.source_url_ref
      • Austria.vaccine_mapping
    • main()
  • cowidev.vax.batch.belgium
    • Belgium
      • Belgium.export()
      • Belgium.pipe_add_totals()
      • Belgium.pipe_aggregate()
      • Belgium.pipe_cumsum()
      • Belgium.pipe_dose_check()
      • Belgium.pipe_metadata()
      • Belgium.pipe_rename_columns()
      • Belgium.pipe_vaccine_name()
      • Belgium.pipeline()
      • Belgium.read()
    • main()
  • cowidev.vax.batch.bolivia
    • Bolivia
      • Bolivia.export()
      • Bolivia.location
      • Bolivia.pipe_columns_out()
      • Bolivia.pipe_metadata()
      • Bolivia.pipe_metrics()
      • Bolivia.pipe_vaccine()
      • Bolivia.pipeline()
      • Bolivia.read()
      • Bolivia.source_url
      • Bolivia.source_url_ref
    • main()
  • cowidev.vax.batch.canada
    • Canada
      • Canada.age_pattern
      • Canada.cols_age
      • Canada.cols_man
      • Canada.export()
      • Canada.location
      • Canada.max_filtered_dates
      • Canada.max_removed_rows
      • Canada.pipe_filter_dp()
      • Canada.pipe_get_totals()
      • Canada.pipe_make_monotonic()
      • Canada.pipe_metrics()
      • Canada.pipe_rename_columns()
      • Canada.pipe_vaccine_timeline()
      • Canada.pipeline()
      • Canada.pipeline_age()
      • Canada.pipeline_manufacturer()
      • Canada.read()
      • Canada.read_age()
      • Canada.read_manufacturer()
      • Canada.source_name
      • Canada.source_url
      • Canada.source_url_a
      • Canada.source_url_age
      • Canada.source_url_m
      • Canada.source_url_man
      • Canada.source_url_ref
      • Canada.vaccine_mapping
    • main()
  • cowidev.vax.batch.chile
    • Chile
      • Chile.export()
      • Chile.pipe_add_metadata()
      • Chile.pipe_add_vaccine_list()
      • Chile.pipe_calculate_metrics()
      • Chile.pipe_exclude_total()
      • Chile.pipe_keep_total()
      • Chile.pipe_melt()
      • Chile.pipe_pivot()
      • Chile.pipe_rename_columns()
      • Chile.pipe_rename_vaccines()
      • Chile.pipeline_manufacturer()
      • Chile.pipeline_vaccinations()
      • Chile.read()
      • Chile.save_vaccine_list()
    • main()
  • cowidev.vax.batch.czechia
    • Czechia
      • Czechia.export()
      • Czechia.location
      • Czechia.pipeline()
      • Czechia.source_url
    • aggregate_by_date()
    • aggregate_by_date_vaccine()
    • base_pipeline()
    • breakdown_per_vaccine()
    • check_vaccine_names()
    • enrich_cumulated_sums()
    • enrich_location()
    • enrich_metadata()
    • enrich_source()
    • format_date()
    • infer_one_dose_vaccines()
    • main()
    • read()
    • remove_vaccines()
    • translate_vaccine_names()
  • cowidev.vax.batch.denmark
    • Denmark
      • Denmark._download_and_extract_data()
      • Denmark._get_file_links_bfill()
      • Denmark._get_num_gap_days()
      • Denmark._load_data()
      • Denmark._parse_link_zip()
      • Denmark._read_data()
      • Denmark._read_single_shots_bfill()
      • Denmark._read_single_shots_daily()
      • Denmark.date_limit_one_dose
      • Denmark.date_limit_one_dose_ddmmyyyy
      • Denmark.export()
      • Denmark.location
      • Denmark.pipe_metrics()
      • Denmark.pipe_vaccine()
      • Denmark.pipeline()
      • Denmark.read()
      • Denmark.read_current()
      • Denmark.regions_accepted
      • Denmark.source_url_ref
      • Denmark.vaccines_mapping
    • _build_filepath()
    • _load_datafile()
    • main()
  • cowidev.vax.batch.ecdc
    • ECDC
      • ECDC._filter_age_targetgroup()
      • ECDC._load_country_mapping()
      • ECDC._vaccine_timeseries()
      • ECDC._weekday_to_date()
      • ECDC.country_mapping
      • ECDC.export()
      • ECDC.export_age()
      • ECDC.export_main()
      • ECDC.export_manufacturer()
      • ECDC.location
      • ECDC.pipe_age_checks()
      • ECDC.pipe_age_filter_entries()
      • ECDC.pipe_age_filter_locations()
      • ECDC.pipe_age_groups()
      • ECDC.pipe_age_relative_metrics()
      • ECDC.pipe_base()
      • ECDC.pipe_cumsum()
      • ECDC.pipe_filter_locations()
      • ECDC.pipe_filter_targetgroup()
      • ECDC.pipe_group()
      • ECDC.pipe_initial_check()
      • ECDC.pipe_manufacturer_filter_entries()
      • ECDC.pipe_manufacturer_filter_locations()
      • ECDC.pipe_rename_vaccines()
      • ECDC.pipe_vaccine()
      • ECDC.pipeline()
      • ECDC.pipeline_age()
      • ECDC.pipeline_common()
      • ECDC.pipeline_manufacturer()
      • ECDC.read()
      • ECDC.source_url
      • ECDC.source_url_ref
      • ECDC.vaccine_mapping
    • main()
  • cowidev.vax.batch.ecuador
    • Ecuador
      • Ecuador.columns_rename
      • Ecuador.columns_rename_manuf
      • Ecuador.export()
      • Ecuador.location
      • Ecuador.pipe_checks()
      • Ecuador.pipe_column_rename()
      • Ecuador.pipe_date()
      • Ecuador.pipe_exclude_dp()
      • Ecuador.pipe_manuf_aggregate()
      • Ecuador.pipe_manuf_date()
      • Ecuador.pipe_manuf_rename_cols()
      • Ecuador.pipe_manuf_vaccine_checks()
      • Ecuador.pipe_metrics()
      • Ecuador.pipe_vaccines()
      • Ecuador.pipeline()
      • Ecuador.pipeline_manufacturer()
      • Ecuador.read()
      • Ecuador.read_manuf()
      • Ecuador.source_url
      • Ecuador.source_url_ref
      • Ecuador.vaccine_mapping
      • Ecuador.vax_timeline
    • main()
  • cowidev.vax.batch.estonia
    • Estonia
      • Estonia._parse_data()
      • Estonia._parse_metric()
      • Estonia.export()
      • Estonia.location
      • Estonia.pipe_location()
      • Estonia.pipe_source()
      • Estonia.pipe_vaccine_name()
      • Estonia.pipeline()
      • Estonia.read()
      • Estonia.source_url
      • Estonia.source_url_ref
    • main()
  • cowidev.vax.batch.france
    • France
      • France.export()
      • France.location
      • France.source_name
      • France.source_url
      • France.source_url_ref
    • main()
  • cowidev.vax.batch.germany
    • Germany
      • Germany._check_vaccines()
      • Germany._vaccine_start_dates()
      • Germany.calculate_metrics()
      • Germany.columns_rename
      • Germany.enrich_location()
      • Germany.enrich_source()
      • Germany.enrich_vaccine()
      • Germany.export()
      • Germany.fully_vaccinated_mapping
      • Germany.location
      • Germany.melt_manufacturers()
      • Germany.pipe_sanity_checks()
      • Germany.pipeline()
      • Germany.pipeline_base()
      • Germany.pipeline_manufacturer()
      • Germany.read()
      • Germany.regex_doses_colnames
      • Germany.select_output_columns()
      • Germany.source_url
      • Germany.source_url_ref
      • Germany.translate_columns()
      • Germany.translate_vaccine_columns()
      • Germany.vaccine_mapping
    • main()
  • cowidev.vax.batch.greece
    • Greece
      • Greece.export()
      • Greece.location
      • Greece.pipe_date()
      • Greece.pipe_metadata()
      • Greece.pipe_vaccine()
      • Greece.pipeline()
      • Greece.read()
      • Greece.source_url
      • Greece.source_url_ref
      • Greece.token
    • main()
  • cowidev.vax.batch.hong_kong
    • HongKong
      • HongKong.age_valid
      • HongKong.export()
      • HongKong.location
      • HongKong.pipe_add_metadata()
      • HongKong.pipe_add_vaccines()
      • HongKong.pipe_age_agg()
      • HongKong.pipe_age_checks()
      • HongKong.pipe_age_filter()
      • HongKong.pipe_age_groups()
      • HongKong.pipe_age_pivot()
      • HongKong.pipe_calculate_metrics()
      • HongKong.pipe_filter_dp()
      • HongKong.pipe_reshape()
      • HongKong.pipe_sum_manufacturer()
      • HongKong.pipeline()
      • HongKong.pipeline_age()
      • HongKong.pipeline_base()
      • HongKong.pipeline_manufacturer()
      • HongKong.read()
      • HongKong.source_url
      • HongKong.source_url_ref
      • HongKong.vaccine_mapping
      • HongKong.vaccines_valid
    • main()
  • cowidev.vax.batch.indonesia
    • Indonesia
      • Indonesia.export()
      • Indonesia.location
      • Indonesia.pipe_add_latest_boosters()
      • Indonesia.pipe_merge_current()
      • Indonesia.pipe_merge_legacy()
      • Indonesia.pipe_metadata()
      • Indonesia.pipe_metrics()
      • Indonesia.pipe_vaccine()
      • Indonesia.pipeline()
      • Indonesia.read()
      • Indonesia.read_current()
      • Indonesia.source_url
      • Indonesia.source_url_ref
    • main()
  • cowidev.vax.batch.ireland
    • Ireland
      • Ireland._parse_data_boosters()
      • Ireland._parse_data_primary()
      • Ireland.export()
      • Ireland.location
      • Ireland.pipe_date()
      • Ireland.pipe_filter()
      • Ireland.pipe_metadata()
      • Ireland.pipe_metrics()
      • Ireland.pipe_vaccine()
      • Ireland.pipeline()
      • Ireland.read()
      • Ireland.source_url
      • Ireland.source_url_ref
    • main()
  • cowidev.vax.batch.israel
    • Israel
      • Israel.export()
      • Israel.location
      • Israel.pipe_date()
      • Israel.pipe_filter_date()
      • Israel.pipe_location()
      • Israel.pipe_nulls_as_nans()
      • Israel.pipe_output_columns()
      • Israel.pipe_rename_columns()
      • Israel.pipe_select_min_date()
      • Israel.pipe_source()
      • Israel.pipe_total_boosters()
      • Israel.pipe_total_vaccinations()
      • Israel.pipe_vaccine()
      • Israel.pipeline()
      • Israel.pipeline_age()
      • Israel.read()
      • Israel.read_age()
      • Israel.source_url
      • Israel.source_url_age
      • Israel.source_url_age_old
      • Israel.source_url_ref
    • main()
  • cowidev.vax.batch.italy
    • Italy
      • Italy._check_vaccines()
      • Italy.columns
      • Italy.columns_rename
      • Italy.enrich_location()
      • Italy.enrich_source()
      • Italy.enrich_vaccine()
      • Italy.export()
      • Italy.get_final_numbers()
      • Italy.get_people_fully_vaccinated()
      • Italy.get_people_vaccinated()
      • Italy.get_total_vaccinations()
      • Italy.get_total_vaccinations_by_manufacturer()
      • Italy.location
      • Italy.one_dose_vaccines
      • Italy.pipeline()
      • Italy.pipeline_base()
      • Italy.pipeline_manufacturer()
      • Italy.read()
      • Italy.rename_columns()
      • Italy.source_url
      • Italy.translate_vaccine_columns()
      • Italy.vaccine_mapping
      • Italy.vaccine_start_dates()
      • Italy.vax_date_mapping
    • main()
  • cowidev.vax.batch.japan
    • Japan
      • Japan._parse_df()
      • Japan._read_xlsx()
      • Japan.age_group_remain
      • Japan.age_groups
      • Japan.age_groups_bst
      • Japan.cols_early
      • Japan.export()
      • Japan.location
      • Japan.metrics
      • Japan.metrics_age
      • Japan.metrics_bst
      • Japan.metrics_bst2
      • Japan.pipe_aggregate()
      • Japan.pipe_early()
      • Japan.pipe_latest()
      • Japan.pipe_metrics()
      • Japan.pipeline()
      • Japan.pipeline_age()
      • Japan.pipeline_base()
      • Japan.pipeline_manufacturer()
      • Japan.read()
      • Japan.read_early()
      • Japan.read_latest()
      • Japan.sheets
      • Japan.sheets_bst
      • Japan.sheets_bst2
      • Japan.source_name
      • Japan.source_url
      • Japan.source_url_bst
      • Japan.source_url_bst2
      • Japan.source_url_early
      • Japan.source_url_ref
      • Japan.vaccine_mapping
    • main()
  • cowidev.vax.batch.jersey
    • Jersey
      • Jersey._extract_age_group()
      • Jersey.export()
      • Jersey.pipe_age_create_groups()
      • Jersey.pipe_age_filter()
      • Jersey.pipe_age_fix_dp()
      • Jersey.pipe_age_minmax_values()
      • Jersey.pipe_age_rename_columns()
      • Jersey.pipe_age_select_columns()
      • Jersey.pipe_enrich_columns()
      • Jersey.pipe_enrich_vaccine_name()
      • Jersey.pipe_metrics()
      • Jersey.pipe_metrics_scale_100()
      • Jersey.pipe_rename_columns()
      • Jersey.pipe_select_columns()
      • Jersey.pipeline()
      • Jersey.pipeline_age()
      • Jersey.pipeline_base()
      • Jersey.read()
    • main()
  • cowidev.vax.batch.latvia
    • Latvia
      • Latvia._read_one()
      • Latvia._remove_vaccines()
      • Latvia.export()
      • Latvia.location
      • Latvia.pipe_aggregate()
      • Latvia.pipe_base()
      • Latvia.pipe_cumsum()
      • Latvia.pipe_metadata()
      • Latvia.pipe_metrics()
      • Latvia.pipe_pivot()
      • Latvia.pipeline()
      • Latvia.pipeline_manufacturer()
      • Latvia.read()
      • Latvia.source_page
      • Latvia.source_url_1
      • Latvia.source_url_2
    • main()
  • cowidev.vax.batch.lithuania
    • Lithuania
      • Lithuania._find_vaccines()
      • Lithuania.export()
      • Lithuania.location
      • Lithuania.pipe_add_vaccines()
      • Lithuania.pipe_clean_coverage()
      • Lithuania.pipe_clean_doses()
      • Lithuania.pipe_metadata()
      • Lithuania.pipe_parse_dates()
      • Lithuania.query_params_coverage
      • Lithuania.query_params_doses
      • Lithuania.read()
      • Lithuania.source_url_coverage
      • Lithuania.source_url_doses
      • Lithuania.source_url_ref
      • Lithuania.vaccine_mapping
    • main()
  • cowidev.vax.batch.luxembourg
    • Luxembourg
      • Luxembourg.export()
      • Luxembourg.location
      • Luxembourg.pipe_correct_time_series()
      • Luxembourg.pipe_metadata()
      • Luxembourg.pipe_rename_columns()
      • Luxembourg.pipe_running_totals()
      • Luxembourg.pipe_vaccines()
      • Luxembourg.pipeline()
      • Luxembourg.read()
      • Luxembourg.source_url
      • Luxembourg.source_url_ref
    • main()
  • cowidev.vax.batch.malaysia
    • Malaysia
      • Malaysia._vax_1d
      • Malaysia._vax_2d
      • Malaysia.export()
      • Malaysia.location
      • Malaysia.pipe_calculate_metrics()
      • Malaysia.pipe_check_columns()
      • Malaysia.pipe_columns_out()
      • Malaysia.pipe_filter_columns()
      • Malaysia.pipe_metadata()
      • Malaysia.pipeline()
      • Malaysia.read()
      • Malaysia.source_url
      • Malaysia.source_url_ref
    • main()
  • cowidev.vax.batch.malta
    • Malta
      • Malta.columns_rename
      • Malta.export()
      • Malta.location
      • Malta.pipe_check_columns()
      • Malta.pipe_correct_data()
      • Malta.pipe_date()
      • Malta.pipe_exclude_data_points()
      • Malta.pipe_metadata()
      • Malta.pipe_rename_columns()
      • Malta.pipe_vaccine()
      • Malta.pipeline()
      • Malta.read()
      • Malta.source_url
      • Malta.source_url_ref
    • main()
  • cowidev.vax.batch.netherlands
    • Netherlands
      • Netherlands.export()
      • Netherlands.location
      • Netherlands.pipe_date()
      • Netherlands.pipe_filter_rows()
      • Netherlands.pipe_get_vax_timeline()
      • Netherlands.pipe_metadata()
      • Netherlands.pipe_metrics()
      • Netherlands.pipe_metrics_aggregate()
      • Netherlands.pipe_metrics_cumsum()
      • Netherlands.pipe_vaccine()
      • Netherlands.pipeline()
      • Netherlands.read()
      • Netherlands.source_url
      • Netherlands.source_url_ref
      • Netherlands.vaccines_mapping
      • Netherlands.vax_timeline
    • main()
  • cowidev.vax.batch.new_zealand
    • NewZealand
      • NewZealand._parse_file_link()
      • NewZealand._read_latest()
      • NewZealand.base_url
      • NewZealand.columns_cumsum
      • NewZealand.export()
      • NewZealand.location
      • NewZealand.pipe_boosters()
      • NewZealand.pipe_cumsum()
      • NewZealand.pipe_date()
      • NewZealand.pipe_latest_metrics()
      • NewZealand.pipe_total_vaccinations()
      • NewZealand.pipe_vaccine()
      • NewZealand.pipeline()
      • NewZealand.read()
      • NewZealand.rename_columns
      • NewZealand.source_url_ref
      • NewZealand.vaccines_start_date
    • main()
  • cowidev.vax.batch.norway
    • Norway
      • Norway.export()
      • Norway.pipe_filter_rows()
      • Norway.pipe_metadata()
      • Norway.pipe_metrics()
      • Norway.pipe_rename_columns()
      • Norway.pipe_vaccine()
      • Norway.pipeline()
      • Norway.read()
    • main()
  • cowidev.vax.batch.peru
    • Peru
      • Peru.date_start
      • Peru.export()
      • Peru.location
      • Peru.pipe_age_checks()
      • Peru.pipe_age_columns_out()
      • Peru.pipe_age_date()
      • Peru.pipe_checks()
      • Peru.pipe_filter_only_campaign()
      • Peru.pipe_format()
      • Peru.pipe_get_vax_timeline()
      • Peru.pipe_metadata()
      • Peru.pipe_rename_columns()
      • Peru.pipe_total_vaccinations()
      • Peru.pipe_vaccine()
      • Peru.pipeline()
      • Peru.pipeline_age()
      • Peru.pipeline_manufacturer()
      • Peru.read()
      • Peru.read_age()
      • Peru.read_manufacturer()
      • Peru.source_url
      • Peru.source_url_age
      • Peru.source_url_manufacturer
      • Peru.source_url_ref
      • Peru.vaccine_mapping
      • Peru.vax_timeline
    • main()
  • cowidev.vax.batch.portugal
    • Portugal
      • Portugal._pipe_metrics()
      • Portugal.columns_rename
      • Portugal.export()
      • Portugal.location
      • Portugal.pipe_columns_out()
      • Portugal.pipe_date()
      • Portugal.pipe_dropna()
      • Portugal.pipe_metadata()
      • Portugal.pipe_rename_columns()
      • Portugal.pipe_sanity_checks()
      • Portugal.pipe_vaccine()
      • Portugal.pipeline()
      • Portugal.read()
      • Portugal.source_url
      • Portugal.source_url_ref
    • add_boosters()
    • main()
  • cowidev.vax.batch.romania
    • Romania
      • Romania.columns_rename
      • Romania.export()
      • Romania.location
      • Romania.pipe_filter_rows_columns()
      • Romania.pipe_location()
      • Romania.pipe_manufacturer_cumsum()
      • Romania.pipe_metrics()
      • Romania.pipe_rename_columns()
      • Romania.pipe_source()
      • Romania.pipe_store_timeline()
      • Romania.pipe_sum_vaccines()
      • Romania.pipe_unnest_data()
      • Romania.pipe_vaccines()
      • Romania.pipeline()
      • Romania.pipeline_base()
      • Romania.pipeline_manufacturer()
      • Romania.read()
      • Romania.source_url
      • Romania.source_url_ref
      • Romania.vaccine_mapping
    • main()
  • cowidev.vax.batch.saudi_arabia
    • SaudiArabia
      • SaudiArabia.export()
      • SaudiArabia.location
      • SaudiArabia.pipeline()
      • SaudiArabia.read()
      • SaudiArabia.source_url
      • SaudiArabia.source_url_ref
    • main()
  • cowidev.vax.batch.singapore
    • Singapore
      • Singapore._merge_primary_and_boosters()
      • Singapore.export()
      • Singapore.pipe_filter_dp()
      • Singapore.pipe_metadata()
      • Singapore.pipe_metrics()
      • Singapore.pipe_rename_columns()
      • Singapore.pipeline()
      • Singapore.read()
    • main()
  • cowidev.vax.batch.slovakia
    • Slovakia
      • Slovakia._week_to_date()
      • Slovakia.date_start
      • Slovakia.export()
      • Slovakia.location
      • Slovakia.pipe_cumsum()
      • Slovakia.pipe_date()
      • Slovakia.pipe_metadata()
      • Slovakia.pipe_metrics()
      • Slovakia.pipe_out_columns()
      • Slovakia.pipe_reshape()
      • Slovakia.pipe_vaccine_checks()
      • Slovakia.pipeline()
      • Slovakia.read()
      • Slovakia.source_url
      • Slovakia.source_url_ref
      • Slovakia.vaccine_mapping
      • Slovakia.vax_timeline
    • main()
  • cowidev.vax.batch.slovenia
    • Slovenia
      • Slovenia._build_vaccine_str()
      • Slovenia._parse_data()
      • Slovenia.export()
      • Slovenia.location
      • Slovenia.pipeline()
      • Slovenia.read()
      • Slovenia.source_url
      • Slovenia.source_url_ref
      • Slovenia.vaccine_mapping
    • main()
  • cowidev.vax.batch.south_korea
    • SouthKorea
      • SouthKorea._check_format_multicols()
      • SouthKorea.export()
      • SouthKorea.pipe_check_metrics()
      • SouthKorea.pipe_cumsum()
      • SouthKorea.pipe_date()
      • SouthKorea.pipe_man_aggregate()
      • SouthKorea.pipe_man_melt()
      • SouthKorea.pipe_metadata()
      • SouthKorea.pipe_metrics()
      • SouthKorea.pipe_rename_columns_raw()
      • SouthKorea.pipe_vaccine()
      • SouthKorea.pipeline()
      • SouthKorea.pipeline_base()
      • SouthKorea.pipeline_manufacturer()
      • SouthKorea.read()
    • main()
  • cowidev.vax.batch.spc
    • SPC
      • SPC._build_data_array()
      • SPC._build_df()
      • SPC._build_df_list()
      • SPC._parse_country_info()
      • SPC._parse_date_info()
      • SPC._parse_metrics_info()
      • SPC._pretty_vaxdates()
      • SPC.export()
      • SPC.location
      • SPC.parse_data()
      • SPC.pipe_drop_duplicates()
      • SPC.pipe_merge_boosters()
      • SPC.pipe_merge_legacy()
      • SPC.pipe_vacine()
      • SPC.read()
      • SPC.source_url
    • main()
  • cowidev.vax.batch.sweden
    • Sweden
      • Sweden._get_df_teens_daily()
      • Sweden._merge_tables_daily()
      • Sweden._merge_tables_daily_split()
      • Sweden._read_daily_data()
      • Sweden._read_daily_data_age_split()
      • Sweden._read_daily_data_boosters()
      • Sweden._read_daily_data_doses()
      • Sweden._read_daily_data_people()
      • Sweden._read_weekly_data()
      • Sweden._read_weekly_data_doses()
      • Sweden._read_weekly_data_people()
      • Sweden.export()
      • Sweden.merge_with_current_booster_data()
      • Sweden.pipe_add_boosters()
      • Sweden.pipe_columns()
      • Sweden.pipe_out_columns()
      • Sweden.pipe_vaccine()
      • Sweden.pipeline()
      • Sweden.read()
    • main()
  • cowidev.vax.batch.switzerland
    • Switzerland
      • Switzerland._get_file_url()
      • Switzerland._parse_age_link()
      • Switzerland._parse_data()
      • Switzerland.export()
      • Switzerland.location
      • Switzerland.pipe_age_checks()
      • Switzerland.pipe_age_date()
      • Switzerland.pipe_age_filter_region()
      • Switzerland.pipe_age_groups()
      • Switzerland.pipe_age_location()
      • Switzerland.pipe_age_pivot()
      • Switzerland.pipe_age_rename_columns()
      • Switzerland.pipe_age_select_cols()
      • Switzerland.pipe_filter_country()
      • Switzerland.pipe_fix_metrics()
      • Switzerland.pipe_location()
      • Switzerland.pipe_pivot()
      • Switzerland.pipe_rename_columns()
      • Switzerland.pipe_source()
      • Switzerland.pipe_unique_rows()
      • Switzerland.pipeline()
      • Switzerland.pipeline_age()
      • Switzerland.pipeline_manufacturer()
      • Switzerland.read()
      • Switzerland.read_age()
      • Switzerland.save_vaccine_timeline()
    • _get_geo_region()
    • main()
  • cowidev.vax.batch.trinidad_and_tobago
    • TrinidadTobago
      • TrinidadTobago._parse_data()
      • TrinidadTobago.export()
      • TrinidadTobago.location
      • TrinidadTobago.pipe_checks()
      • TrinidadTobago.pipe_data_correction()
      • TrinidadTobago.pipe_date()
      • TrinidadTobago.pipe_filter_dp()
      • TrinidadTobago.pipe_legacy()
      • TrinidadTobago.pipe_location()
      • TrinidadTobago.pipe_metrics()
      • TrinidadTobago.pipe_out_columns()
      • TrinidadTobago.pipe_source()
      • TrinidadTobago.pipe_vaccine_name()
      • TrinidadTobago.pipeline()
      • TrinidadTobago.read()
      • TrinidadTobago.source
      • TrinidadTobago.source_ref
    • main()
  • cowidev.vax.batch.ukraine
    • Ukraine
      • Ukraine._load_dose_data()
      • Ukraine.export()
      • Ukraine.location
      • Ukraine.pipe_date()
      • Ukraine.pipe_metrics()
      • Ukraine.pipe_vaccine()
      • Ukraine.pipeline()
      • Ukraine.pipeline_manufacturer()
      • Ukraine.read()
      • Ukraine.source_api_url
      • Ukraine.source_url
      • Ukraine.vaccines_mapping
    • main()
  • cowidev.vax.batch.united_kingdom
    • UnitedKingdom
      • UnitedKingdom._filter_location()
      • UnitedKingdom._read_metrics()
      • UnitedKingdom.export()
      • UnitedKingdom.location
      • UnitedKingdom.pipe_select_output_cols()
      • UnitedKingdom.pipe_source_url()
      • UnitedKingdom.pipe_vaccine()
      • UnitedKingdom.pipeline()
      • UnitedKingdom.read()
      • UnitedKingdom.source_url
    • main()
  • cowidev.vax.batch.united_states
    • UnitedStates
      • UnitedStates.export()
      • UnitedStates.pipe_add_source()
      • UnitedStates.pipe_add_vaccines()
      • UnitedStates.pipe_clean_data()
      • UnitedStates.pipe_filter_rows()
      • UnitedStates.pipeline()
      • UnitedStates.pipeline_manufacturer()
      • UnitedStates.read()
      • UnitedStates.read_manufacturer()
    • main()
  • cowidev.vax.batch.uruguay
    • Uruguay
      • Uruguay.export()
      • Uruguay.pipe_age_checks()
      • Uruguay.pipe_age_fix_age_max()
      • Uruguay.pipe_age_melt_pivot()
      • Uruguay.pipeline()
      • Uruguay.pipeline_age()
      • Uruguay.pipeline_manufacturer()
      • Uruguay.read()
    • main()
  • cowidev.vax.batch.zimbabwe
    • Zimbabwe
      • Zimbabwe.columns_rename
      • Zimbabwe.export()
      • Zimbabwe.location
      • Zimbabwe.pipe_columns()
      • Zimbabwe.pipe_date()
      • Zimbabwe.pipe_metrics()
      • Zimbabwe.pipe_rename_columns()
      • Zimbabwe.pipe_vaccine()
      • Zimbabwe.pipeline()
      • Zimbabwe.read()
      • Zimbabwe.source_url
    • main()
• cowidev.vax.cmd
  • cowidev.vax.cmd.twitter
    • _propose_data_country()
    • main_propose_data_twitter()
• cowidev.vax.incremental
  • cowidev.vax.incremental.africacdc
    • AfricaCDC
      • AfricaCDC._base_url
      • AfricaCDC._map_vaccines()
      • AfricaCDC._parse_date()
      • AfricaCDC.columns_rename
      • AfricaCDC.columns_use
      • AfricaCDC.export()
      • AfricaCDC.increment_countries()
      • AfricaCDC.pipe_date()
      • AfricaCDC.pipe_exclude_observations()
      • AfricaCDC.pipe_filter_columns()
      • AfricaCDC.pipe_filter_countries()
      • AfricaCDC.pipe_one_dose_correction()
      • AfricaCDC.pipe_rename()
      • AfricaCDC.pipe_select_out_cols()
      • AfricaCDC.pipe_source()
      • AfricaCDC.pipe_vaccine()
      • AfricaCDC.pipe_vaccine_who()
      • AfricaCDC.pipeline()
      • AfricaCDC.read()
      • AfricaCDC.source_url
      • AfricaCDC.source_url_date
      • AfricaCDC.source_url_ref
    • main()
  • cowidev.vax.incremental.antigua_barbuda
    • AntiguaBarbuda
      • AntiguaBarbuda._get_elements()
      • AntiguaBarbuda._parse_date()
      • AntiguaBarbuda._parse_metric()
      • AntiguaBarbuda.export()
      • AntiguaBarbuda.location
      • AntiguaBarbuda.parse_data()
      • AntiguaBarbuda.pipe_location()
      • AntiguaBarbuda.pipe_people_vaccinated()
      • AntiguaBarbuda.pipe_source()
      • AntiguaBarbuda.pipe_vaccine()
      • AntiguaBarbuda.pipeline()
      • AntiguaBarbuda.read()
      • AntiguaBarbuda.regex
      • AntiguaBarbuda.source_url
    • main()
  • cowidev.vax.incremental.aruba
    • add_totals()
    • enrich_date()
    • enrich_location()
    • enrich_vaccine()
    • main()
    • pipeline()
    • read()
  • cowidev.vax.incremental.azerbaijan
    • Azerbaijan
      • Azerbaijan._parse_data()
      • Azerbaijan._parse_date()
      • Azerbaijan._parse_metrics()
      • Azerbaijan._parse_pdf_link()
      • Azerbaijan._parse_pdf_text()
      • Azerbaijan.enrich_location()
      • Azerbaijan.enrich_vaccine()
      • Azerbaijan.export()
      • Azerbaijan.location
      • Azerbaijan.pipeline()
      • Azerbaijan.read()
      • Azerbaijan.regex
      • Azerbaijan.source_url
    • main()
  • cowidev.vax.incremental.bahrain
    • Bahrain
      • Bahrain._parse_data()
      • Bahrain.export()
      • Bahrain.location
      • Bahrain.pipe_location()
      • Bahrain.pipe_source()
      • Bahrain.pipe_vaccine()
      • Bahrain.pipeline()
      • Bahrain.read()
      • Bahrain.source_url
    • main()
  • cowidev.vax.incremental.bangladesh
    • Bangladesh
      • Bangladesh._parse_metrics()
      • Bangladesh._parse_metrics_raw()
      • Bangladesh._parse_single_doses()
      • Bangladesh._parse_vaccines()
      • Bangladesh.export()
      • Bangladesh.location
      • Bangladesh.pipe_location()
      • Bangladesh.pipe_source()
      • Bangladesh.pipeline()
      • Bangladesh.read()
      • Bangladesh.source_url
      • Bangladesh.vaccines_rename
    • main()
  • cowidev.vax.incremental.barbados
    • Barbados
      • Barbados._parse_data()
      • Barbados._parse_date()
      • Barbados._parse_metrics()
      • Barbados.export()
      • Barbados.location
      • Barbados.pipe_vaccine()
      • Barbados.pipeline()
      • Barbados.read()
      • Barbados.regex
      • Barbados.source_url
      • Barbados.source_url_ref
    • main()
  • cowidev.vax.incremental.brazil
    • Brazil
      • Brazil.export()
      • Brazil.pipe_location()
      • Brazil.pipe_source()
      • Brazil.pipe_vaccine()
      • Brazil.pipeline()
      • Brazil.read()
    • main()
  • cowidev.vax.incremental.bulgaria
    • Bulgaria
      • Bulgaria._parse_data()
      • Bulgaria.export()
      • Bulgaria.location
      • Bulgaria.pipe_date()
      • Bulgaria.pipe_index()
      • Bulgaria.pipe_location()
      • Bulgaria.pipe_source()
      • Bulgaria.pipe_vaccine()
      • Bulgaria.pipeline()
      • Bulgaria.read()
      • Bulgaria.source_url
    • main()
  • cowidev.vax.incremental.china
    • China
      • China._get_links()
      • China._get_links_complete()
      • China._parse_data()
      • China._parse_data_complete()
      • China.chinese
      • China.export()
      • China.location
      • China.metric
      • China.metric_ignore
      • China.month_day
      • China.num_links_complete
      • China.pipe_metadata()
      • China.pipe_vaccine()
      • China.pipeline()
      • China.pipeline_merge()
      • China.read()
      • China.read_complete()
      • China.regex
      • China.regex_complete
      • China.source_url
      • China.source_url_complete
      • China.timeout
    • main()
  • cowidev.vax.incremental.costa_rica
    • CostaRica
      • CostaRica._parse_data()
      • CostaRica._parse_date()
      • CostaRica._parse_table()
      • CostaRica.export()
      • CostaRica.location
      • CostaRica.pipe_location()
      • CostaRica.pipe_source()
      • CostaRica.pipe_vaccine()
      • CostaRica.pipeline()
      • CostaRica.read()
      • CostaRica.source_url
    • main()
  • cowidev.vax.incremental.croatia
    • enrich_location()
    • enrich_source()
    • enrich_vaccine()
    • main()
    • pipeline()
    • read()
  • cowidev.vax.incremental.cuba
    • Cuba
      • Cuba._parse_data()
      • Cuba._parse_date()
      • Cuba._parse_metrics()
      • Cuba.export()
      • Cuba.pipe_vaccine()
      • Cuba.pipeline()
      • Cuba.read()
    • main()
  • cowidev.vax.incremental.curacao
    • Curacao
      • Curacao._parse_data()
      • Curacao.export()
      • Curacao.location
      • Curacao.pipe_date()
      • Curacao.pipe_total_vaccinations()
      • Curacao.pipeline()
      • Curacao.read()
      • Curacao.source_url
      • Curacao.source_url_ref
      • Curacao.vaccine
    • main()
  • cowidev.vax.incremental.cyprus
    • enrich_location()
    • enrich_vaccine()
    • main()
    • pipeline()
    • read()
  • cowidev.vax.incremental.dominican_republic
    • DominicanRepublic
      • DominicanRepublic._parse_date()
      • DominicanRepublic._parse_metrics()
      • DominicanRepublic.export()
      • DominicanRepublic.location
      • DominicanRepublic.pipe_vaccine()
      • DominicanRepublic.pipeline()
      • DominicanRepublic.read()
      • DominicanRepublic.source_url
      • DominicanRepublic.source_url_ref
    • _find_h3()
    • _find_potential_metric_elements()
    • _find_potential_metrics()
    • main()
  • cowidev.vax.incremental.el_salvador
    • ElSalvador
      • ElSalvador._get_infogram_value()
      • ElSalvador._parse_boosters()
      • ElSalvador._parse_people_fully_vaccinated()
      • ElSalvador._parse_people_vaccinated()
      • ElSalvador._parse_total_vaccinations()
      • ElSalvador.export()
      • ElSalvador.location
      • ElSalvador.parse_infogram_data()
      • ElSalvador.parse_infogram_date()
      • ElSalvador.parse_infogram_link()
      • ElSalvador.pipe_location()
      • ElSalvador.pipe_vaccine()
      • ElSalvador.pipeline()
      • ElSalvador.read()
      • ElSalvador.source_url
    • main()
  • cowidev.vax.incremental.faeroe_islands
    • FaeroeIslands
      • FaeroeIslands.export()
      • FaeroeIslands.location
      • FaeroeIslands.pipe_format_date()
      • FaeroeIslands.pipe_location()
      • FaeroeIslands.pipe_metrics()
      • FaeroeIslands.pipe_source()
      • FaeroeIslands.pipe_vaccine()
      • FaeroeIslands.pipeline()
      • FaeroeIslands.read()
      • FaeroeIslands.source_url
      • FaeroeIslands.source_url_ref
    • main()
  • cowidev.vax.incremental.fiji
    • Fiji
      • Fiji.__element
      • Fiji._get_list_of_elements()
      • Fiji._get_relevant_element_and_year()
      • Fiji._get_text_from_url()
      • Fiji._num_max_pages
      • Fiji._num_rows_per_page
      • Fiji._parse_data()
      • Fiji._parse_date_from_text()
      • Fiji._parse_link_from_element()
      • Fiji._parse_metrics()
      • Fiji.export()
      • Fiji.location
      • Fiji.pipe_vaccine()
      • Fiji.pipeline()
      • Fiji.read()
      • Fiji.regex
      • Fiji.source_url
      • Fiji.source_url_ref
    • check_booster()
    • main()
  • cowidev.vax.incremental.finland
    • Finland
      • Finland.export()
      • Finland.location
      • Finland.metrics_mapping
      • Finland.pipe_date()
      • Finland.pipe_location()
      • Finland.pipe_source()
      • Finland.pipe_vaccine()
      • Finland.pipeline()
      • Finland.read()
      • Finland.source_url
      • Finland.source_url_ref
      • Finland.vaccine_mapping
    • main()
  • cowidev.vax.incremental.gabon
    • Gabon
      • Gabon.export()
      • Gabon.location
      • Gabon.parse_data()
      • Gabon.pipe_location()
      • Gabon.pipe_people_vaccinated()
      • Gabon.pipe_source()
      • Gabon.pipe_vaccine()
      • Gabon.pipeline()
      • Gabon.read()
      • Gabon.regex
      • Gabon.source_url
    • main()
  • cowidev.vax.incremental.georgia
    • Georgia
      • Georgia.export()
      • Georgia.parse_data()
      • Georgia.pipe_location()
      • Georgia.pipe_source()
      • Georgia.pipe_vaccine()
      • Georgia.pipeline()
      • Georgia.read()
    • main()
  • cowidev.vax.incremental.greenland
    • Greenland
      • Greenland._parse_data()
      • Greenland._parse_data_date()
      • Greenland._parse_data_metrics()
      • Greenland.export()
      • Greenland.location
      • Greenland.pipe_location()
      • Greenland.pipe_metrics()
      • Greenland.pipe_source()
      • Greenland.pipe_vaccine()
      • Greenland.pipeline()
      • Greenland.read()
      • Greenland.regex
      • Greenland.source_url
    • main()
  • cowidev.vax.incremental.guatemala
    • main()
  • cowidev.vax.incremental.guernsey
    • Guernsey
      • Guernsey._regex_date
      • Guernsey.export()
      • Guernsey.location
      • Guernsey.parse_data()
      • Guernsey.pipe_location()
      • Guernsey.pipe_source()
      • Guernsey.pipe_vaccine()
      • Guernsey.pipeline()
      • Guernsey.read()
      • Guernsey.source_url
    • main()
  • cowidev.vax.incremental.hungary
    • Hungary
      • Hungary.export()
      • Hungary.get_elements()
      • Hungary.parse_data()
      • Hungary.parse_data_news_page()
      • Hungary.parse_link()
      • Hungary.pipe_drop_duplicates()
      • Hungary.pipe_location()
      • Hungary.pipe_select_output_columns()
      • Hungary.pipe_vaccine()
      • Hungary.pipeline()
      • Hungary.read()
    • main()
  • cowidev.vax.incremental.iceland
    • Iceland
      • Iceland._get_json_data()
      • Iceland._parse_data()
      • Iceland._parse_data_manufacturer()
      • Iceland._parse_date()
      • Iceland._parse_metrics()
      • Iceland.export()
      • Iceland.location
      • Iceland.metric_entities
      • Iceland.pipeline_manufacturer()
      • Iceland.read()
      • Iceland.source_url
      • Iceland.source_url_ref
    • main()
  • cowidev.vax.incremental.india
    • India
      • India.date_str
      • India.export()
      • India.location
      • India.pipe_location()
      • India.pipe_source()
      • India.pipe_vaccine()
      • India.pipeline()
      • India.read()
      • India.read_cowin()
      • India.read_mohfw()
      • India.source_name
      • India.source_url
      • India.source_url_ref
    • main()
  • cowidev.vax.incremental.iran
    • Iran
      • Iran._base_url
      • Iran._get_link_and_date_from_element()
      • Iran._get_relevant_element()
      • Iran._get_text_from_url()
      • Iran._num_max_pages
      • Iran._parse_data()
      • Iran._parse_date_from_element()
      • Iran._parse_link_from_element()
      • Iran._parse_metrics()
      • Iran._url_subdirectory
      • Iran.export()
      • Iran.location
      • Iran.pipe_location()
      • Iran.pipe_vaccine()
      • Iran.pipeline()
      • Iran.read()
      • Iran.regex
    • main()
  • cowidev.vax.incremental.isle_of_man
    • IsleOfMan
      • IsleOfMan._parse_data()
      • IsleOfMan.data_body
      • IsleOfMan.export()
      • IsleOfMan.headers
      • IsleOfMan.location
      • IsleOfMan.metrics_mapping
      • IsleOfMan.pipe_date()
      • IsleOfMan.pipe_location()
      • IsleOfMan.pipe_metrics()
      • IsleOfMan.pipe_source()
      • IsleOfMan.pipe_vaccine()
      • IsleOfMan.pipeline()
      • IsleOfMan.read()
      • IsleOfMan.source_url
      • IsleOfMan.source_url_ref
    • main()
  • cowidev.vax.incremental.jamaica
    • Jamaica
      • Jamaica._parse_data()
      • Jamaica.export()
      • Jamaica.location
      • Jamaica.pipe_vaccine()
      • Jamaica.pipeline()
      • Jamaica.read()
      • Jamaica.source_url
      • Jamaica.source_url_ref
    • main()
  • cowidev.vax.incremental.kazakhstan
    • Kazakhstan
      • Kazakhstan._parse_boosters()
      • Kazakhstan._parse_date()
      • Kazakhstan._parse_vaccinations()
      • Kazakhstan.export()
      • Kazakhstan.location
      • Kazakhstan.pipe_metadata()
      • Kazakhstan.pipe_metrics()
      • Kazakhstan.pipe_to_frame()
      • Kazakhstan.pipe_vaccine()
      • Kazakhstan.pipeline()
      • Kazakhstan.read()
      • Kazakhstan.source_url
    • main()
  • cowidev.vax.incremental.kosovo
    • Kosovo
      • Kosovo._parse_data()
      • Kosovo._parse_metrics()
      • Kosovo.export()
      • Kosovo.location
      • Kosovo.pipe_date()
      • Kosovo.pipe_vaccine()
      • Kosovo.pipeline()
      • Kosovo.read()
      • Kosovo.regex
      • Kosovo.source_url
      • Kosovo.source_url_ref
    • main()
  • cowidev.vax.incremental.kyrgyzstan
    • Kyrgyzstan
      • Kyrgyzstan._parse_data()
      • Kyrgyzstan.export()
      • Kyrgyzstan.location
      • Kyrgyzstan.pipe_date()
      • Kyrgyzstan.pipe_location()
      • Kyrgyzstan.pipe_source()
      • Kyrgyzstan.pipe_vaccine()
      • Kyrgyzstan.pipeline()
      • Kyrgyzstan.read()
      • Kyrgyzstan.source_url
    • main()
  • cowidev.vax.incremental.laos
    • Laos
      • Laos._get_relevant_element()
      • Laos._get_text_from_element()
      • Laos._parse_data()
      • Laos._parse_date()
      • Laos._parse_metrics()
      • Laos.export()
      • Laos.location
      • Laos.pipe_location()
      • Laos.pipe_source()
      • Laos.pipe_vaccine()
      • Laos.pipeline()
      • Laos.read()
      • Laos.regex
      • Laos.source_url
    • main()
  • cowidev.vax.incremental.macao
    • Macao
      • Macao._parse_data()
      • Macao._parse_date()
      • Macao._parse_pdf_table()
      • Macao.export()
      • Macao.location
      • Macao.read()
      • Macao.source_url
    • main()
  • cowidev.vax.incremental.moldova
    • Moldova
      • Moldova._parse_data()
      • Moldova.enrich_location()
      • Moldova.enrich_source()
      • Moldova.enrich_vaccine()
      • Moldova.export()
      • Moldova.format_date()
      • Moldova.location
      • Moldova.pipeline()
      • Moldova.read()
      • Moldova.source_url
    • main()
  • cowidev.vax.incremental.monaco
    • Monaco
      • Monaco._base_url
      • Monaco._num_max_pages
      • Monaco.export()
      • Monaco.get_elements()
      • Monaco.location
      • Monaco.parse_data()
      • Monaco.parse_data_news_page()
      • Monaco.parse_date()
      • Monaco.parse_link()
      • Monaco.pipe_drop_duplicates()
      • Monaco.pipe_filter_nans()
      • Monaco.pipe_location()
      • Monaco.pipe_select_output_columns()
      • Monaco.pipe_total_vaccinations()
      • Monaco.pipe_vaccine()
      • Monaco.pipeline()
      • Monaco.read()
      • Monaco.regex
      • Monaco.source_url
    • main()
  • cowidev.vax.incremental.mongolia
    • _check_vaccine_names()
    • _get_vaccine_names()
    • add_totals()
    • enrich_location()
    • enrich_source()
    • main()
    • parse_data()
    • pipeline()
    • read()
  • cowidev.vax.incremental.montenegro
    • enrich_location()
    • enrich_source()
    • enrich_vaccine()
    • main()
    • parse_data()
    • pipeline()
    • read()
  • cowidev.vax.incremental.morocco
    • Morocco
      • Morocco._parse_data()
      • Morocco.export()
      • Morocco.location
      • Morocco.pipe_date()
      • Morocco.pipe_location()
      • Morocco.pipe_source()
      • Morocco.pipe_vaccine()
      • Morocco.pipeline()
      • Morocco.read()
      • Morocco.source_url
    • main()
  • cowidev.vax.incremental.myanmar
    • Myanmar
      • Myanmar._base_url
      • Myanmar._get_link_and_date_from_element()
      • Myanmar._get_relevant_element()
      • Myanmar._get_text_from_url()
      • Myanmar._num_max_pages
      • Myanmar._parse_data()
      • Myanmar._parse_date_from_element()
      • Myanmar._parse_link_from_element()
      • Myanmar._parse_metrics()
      • Myanmar._url_subdirectory
      • Myanmar.export()
      • Myanmar.location
      • Myanmar.pipe_location()
      • Myanmar.pipe_vaccine()
      • Myanmar.pipeline()
      • Myanmar.read()
      • Myanmar.regex
    • main()
  • cowidev.vax.incremental.nepal
    • Nepal
      • Nepal._parse_data()
      • Nepal._parse_date()
      • Nepal._parse_metrics()
      • Nepal._parse_pdf_table()
      • Nepal.export()
      • Nepal.extract_clean_count_series()
      • Nepal.location
      • Nepal.pipe_date()
      • Nepal.pipe_location()
      • Nepal.pipe_manufacturer_date()
      • Nepal.pipe_manufacturer_location()
      • Nepal.pipe_manufacturer_vaccine()
      • Nepal.pipe_source()
      • Nepal.pipe_vaccine()
      • Nepal.pipeline()
      • Nepal.pipeline_manufacturer()
      • Nepal.read()
      • Nepal.regex
      • Nepal.source_url
      • Nepal.source_url_ref
    • main()
  • cowidev.vax.incremental.north_macedonia
    • connect_parse_data()
    • enrich_date()
    • enrich_location()
    • enrich_source()
    • enrich_vaccine()
    • main()
    • pipeline()
    • read()
  • cowidev.vax.incremental.northern_cyprus
    • enrich_location()
    • enrich_source()
    • enrich_vaccine()
    • main()
    • parse_data()
    • pipeline()
    • read()
  • cowidev.vax.incremental.paho
    • PAHO
      • PAHO._download_csv()
      • PAHO._download_path
      • PAHO._get_downloaded_filename()
      • PAHO._parse_data()
      • PAHO._parse_date()
      • PAHO._parse_iframe_link()
      • PAHO.columns_mapping
      • PAHO.export()
      • PAHO.increment_countries()
      • PAHO.pipe_check_columns()
      • PAHO.pipe_check_countries()
      • PAHO.pipe_filter_countries()
      • PAHO.pipe_metadata()
      • PAHO.pipe_metrics()
      • PAHO.pipe_rename_columns()
      • PAHO.pipe_vaccine()
      • PAHO.pipeline()
      • PAHO.read()
      • PAHO.source_url
    • main()
  • cowidev.vax.incremental.pakistan
    • Pakistan
      • Pakistan._parse_data()
      • Pakistan.export()
      • Pakistan.location
      • Pakistan.pipe_vaccine()
      • Pakistan.pipeline()
      • Pakistan.read()
      • Pakistan.source_url
      • Pakistan.source_url_ref
    • main()
  • cowidev.vax.incremental.philippines
    • Philippines
      • Philippines._get_json_data()
      • Philippines._parse_data()
      • Philippines._parse_date()
      • Philippines._parse_metrics()
      • Philippines._print_entitiy_ids()
      • Philippines.date_entity
      • Philippines.export()
      • Philippines.location
      • Philippines.metric_entities
      • Philippines.pipe_boosters()
      • Philippines.pipe_location()
      • Philippines.pipe_source()
      • Philippines.pipe_vaccine()
      • Philippines.pipeline()
      • Philippines.read()
      • Philippines.source_url
      • Philippines.source_url_ref
    • main()
  • cowidev.vax.incremental.poland
    • Poland
      • Poland.columns_rename
      • Poland.export()
      • Poland.location
      • Poland.pipe_boosters()
      • Poland.pipe_date()
      • Poland.pipe_location()
      • Poland.pipe_rename_columns()
      • Poland.pipe_source()
      • Poland.pipe_vaccine()
      • Poland.pipeline()
      • Poland.read()
      • Poland.source_url
      • Poland.source_url_ref
    • main()
  • cowidev.vax.incremental.qatar
    • Qatar
      • Qatar.connect_parse_data()
      • Qatar.enrich_location()
      • Qatar.enrich_source()
      • Qatar.enrich_vaccine()
      • Qatar.export()
      • Qatar.location
      • Qatar.pipeline()
      • Qatar.read()
      • Qatar.source_url
    • main()
  • cowidev.vax.incremental.russia
    • Russia
      • Russia.export()
    • enrich_location()
    • enrich_source()
    • enrich_vaccine()
    • main()
    • pipeline()
    • read()
  • cowidev.vax.incremental.saint_lucia
    • connect_parse_data()
    • enrich_location()
    • enrich_source()
    • enrich_vaccine()
    • main()
    • pipeline()
    • read()
  • cowidev.vax.incremental.serbia
    • Serbia
      • Serbia._parse_date()
      • Serbia._parse_metrics()
      • Serbia.export()
      • Serbia.pipe_location()
      • Serbia.pipe_vaccine()
      • Serbia.pipeline()
      • Serbia.read()
    • main()
  • cowidev.vax.incremental.south_africa
    • SouthAfrica
      • SouthAfrica._build_df()
      • SouthAfrica._parse_data()
      • SouthAfrica._parse_date()
      • SouthAfrica._payload()
      • SouthAfrica.export()
      • SouthAfrica.headers
      • SouthAfrica.location
      • SouthAfrica.payload_vars
      • SouthAfrica.pipe_manufacturer_location()
      • SouthAfrica.pipe_manufacturer_vaccine()
      • SouthAfrica.pipe_vaccine()
      • SouthAfrica.pipeline()
      • SouthAfrica.pipeline_manufacturer()
      • SouthAfrica.read()
      • SouthAfrica.source_url
      • SouthAfrica.source_url_ref
    • main()
  • cowidev.vax.incremental.spain
    • Spain
      • Spain._check_vaccine_names()
      • Spain._date_field_raw
      • Spain._get_source_url()
      • Spain._get_vaccine_names()
      • Spain._max_days_back
      • Spain._parse_data()
      • Spain._parse_data_day()
      • Spain.export()
      • Spain.location
      • Spain.pipe_date()
      • Spain.pipe_location()
      • Spain.pipeline()
      • Spain.read()
      • Spain.vaccine_mapping
    • main()
  • cowidev.vax.incremental.sri_lanka
    • SriLanka
      • SriLanka._fix_header()
      • SriLanka._get_elems()
      • SriLanka._parse_data()
      • SriLanka.export()
      • SriLanka.parse_metrics_from_pdf()
      • SriLanka.read()
    • main()
  • cowidev.vax.incremental.suriname
    • enrich_location()
    • enrich_source()
    • enrich_vaccine()
    • main()
    • pipeline()
    • read()
  • cowidev.vax.incremental.taiwan
    • Taiwan
      • Taiwan._parse_date()
      • Taiwan._parse_pdf_link()
      • Taiwan._parse_stats()
      • Taiwan._parse_table()
      • Taiwan._parse_tables_all()
      • Taiwan._parse_vaccines()
      • Taiwan.export()
      • Taiwan.location
      • Taiwan.parse_data()
      • Taiwan.pipe_location()
      • Taiwan.pipe_source()
      • Taiwan.pipeline()
      • Taiwan.read()
      • Taiwan.source_data_url
      • Taiwan.source_url
      • Taiwan.vaccines_mapping
    • main()
  • cowidev.vax.incremental.thailand
    • Thailand
      • Thailand._get_abailable_worksheets()
      • Thailand._parse_data()
      • Thailand.export()
      • Thailand.location
      • Thailand.pipe_date()
      • Thailand.pipe_metadata()
      • Thailand.pipe_metrics()
      • Thailand.pipe_vaccines()
      • Thailand.pipeline()
      • Thailand.read()
      • Thailand.source_url
      • Thailand.source_url_ref
    • main()
  • cowidev.vax.incremental.turkey
    • enrich_location()
    • enrich_source()
    • enrich_vaccine()
    • main()
    • parse_data()
    • parse_date()
    • parse_metric()
    • pipeline()
    • read()
  • cowidev.vax.incremental.united_arab_emirates
    • UnitedArabEmirates
      • UnitedArabEmirates._estimate_population()
      • UnitedArabEmirates._parse_data()
      • UnitedArabEmirates._parse_date()
      • UnitedArabEmirates._parse_people_fully_vaccinated()
      • UnitedArabEmirates._parse_people_vaccinated()
      • UnitedArabEmirates._parse_relative_metric()
      • UnitedArabEmirates._parse_total_vaccinations()
      • UnitedArabEmirates.export()
      • UnitedArabEmirates.pipe_calculate_boosters()
      • UnitedArabEmirates.pipe_location()
      • UnitedArabEmirates.pipe_source()
      • UnitedArabEmirates.pipe_vaccine()
      • UnitedArabEmirates.pipeline()
      • UnitedArabEmirates.read()
    • main()
  • cowidev.vax.incremental.vietnam
    • Vietnam
      • Vietnam._get_relevant_link()
      • Vietnam._get_text_from_url()
      • Vietnam._parse_data()
      • Vietnam._parse_date_from_text()
      • Vietnam._parse_metrics()
      • Vietnam.base_url
      • Vietnam.export()
      • Vietnam.location
      • Vietnam.pipe_location()
      • Vietnam.pipe_vaccine()
      • Vietnam.pipeline()
      • Vietnam.read()
      • Vietnam.regex
      • Vietnam.source_url
    • main()
  • cowidev.vax.incremental.who
    • WHO
      • WHO._map_vaccines_func()
      • WHO.export()
      • WHO.increment_countries()
      • WHO.location
      • WHO.pipe_add_boosters()
      • WHO.pipe_calculate_metrics()
      • WHO.pipe_checks()
      • WHO.pipe_filter_entries()
      • WHO.pipe_map_vaccines()
      • WHO.pipe_rename_countries()
      • WHO.pipe_vaccine_checks()
      • WHO.pipeline()
      • WHO.read()
      • WHO.rename_columns
      • WHO.source_url
      • WHO.source_url_ref
    • main()
  • cowidev.vax.incremental.zambia
    • Zambia
      • Zambia.export()
      • Zambia.pipe_location()
      • Zambia.pipe_source()
      • Zambia.pipe_vaccine()
      • Zambia.pipeline()
      • Zambia.read()
    • main()
• cowidev.vax.manual
  • cowidev.vax.manual.twitter
    • cowidev.vax.manual.twitter.base
      • TwitterCollectorBase
    • cowidev.vax.manual.twitter.eswatini
      • Eswatini
      • main()
    • cowidev.vax.manual.twitter.ethiopia
      • Ethiopia
      • main()
    • cowidev.vax.manual.twitter.gabon
      • Gabon
      • main()
    • cowidev.vax.manual.twitter.gibraltar
      • Gibraltar
      • main()
    • cowidev.vax.manual.twitter.guinea
      • Guinea
      • main()
    • cowidev.vax.manual.twitter.kenya
      • Kenya
      • main()
    • cowidev.vax.manual.twitter.malawi
      • Malawi
      • main()
    • cowidev.vax.manual.twitter.maldives
      • Maldives
      • main()
    • cowidev.vax.manual.twitter.nigeria
      • Nigeria
      • main()
    • cowidev.vax.manual.twitter.panama
      • Panama
      • main()
    • cowidev.vax.manual.twitter.paraguay
      • Paraguay
      • main()
    • cowidev.vax.manual.twitter.uganda
      • Uganda
      • main()
    • cowidev.vax.manual.twitter.utils
      • TwitterAPI
    • cowidev.vax.manual.twitter.zimbabwe
      • Zimbabwe
      • main()
• cowidev.vax.us_states
  • cowidev.vax.us_states.__main__
    • run_step()
  • cowidev.vax.us_states._parser
    • _parse_args()
  • cowidev.vax.us_states.etl
    • USStatesETL
      • USStatesETL._download_data()
      • USStatesETL._read_data()
      • USStatesETL._read_file()
      • USStatesETL.cdc_data_path
      • USStatesETL.extract()
      • USStatesETL.load()
      • USStatesETL.run()
      • USStatesETL.source_url
      • USStatesETL.transform()
    • _smooth_state()
    • pipe_checks()
    • pipe_monotonic_by_state()
    • pipe_per_capita()
    • pipe_rename_cols()
    • pipe_select_columns()
    • pipe_smoothed()
    • pipe_usage()
    • run_etl()
  • cowidev.vax.us_states.grapher
    • run_db_updater()
    • run_explorerizer()
    • run_grapheriser()
    • run_etl()
    • run_grapheriser()
• cowidev.vax.utils
  • cowidev.vax.utils.orgs
    • cowidev.vax.utils.orgs._config_loader
      • ConfigLoader
      • _records_to_dict()
      • _records_to_dict_many()
      • countries()
      • countries_mapping()
      • get_org_constants()
      • vaccines_mapping()
  • cowidev.vax.utils.base
    • CountryVaxBase
      • CountryVaxBase._check_attributes()
      • CountryVaxBase._check_metadata()
      • CountryVaxBase._export_datafile_age()
      • CountryVaxBase._export_datafile_main()
      • CountryVaxBase._export_datafile_manufacturer()
      • CountryVaxBase._export_datafile_secondary()
      • CountryVaxBase._postprocessing()
      • CountryVaxBase._postprocessing_age()
      • CountryVaxBase._postprocessing_manufacturer()
      • CountryVaxBase.check_column_values()
      • CountryVaxBase.export_datafile()
      • CountryVaxBase.force_monotonic()
      • CountryVaxBase.from_ice()
      • CountryVaxBase.get_output_path()
      • CountryVaxBase.last_update()
      • CountryVaxBase.load_datafile()
      • CountryVaxBase.location
      • CountryVaxBase.make_monotonic()
      • CountryVaxBase.output_path
      • CountryVaxBase.output_path_age
      • CountryVaxBase.output_path_manufacturer
      • CountryVaxBase.pipe_age_per_capita()
      • CountryVaxBase.pipe_check_vaccine()
      • CountryVaxBase.pipe_merge_with_current()
      • CountryVaxBase.pipe_metadata()
      • CountryVaxBase.pipe_rename_columns()
    • _build_population_age_group_df()
    • _check_last_update()
    • merge_with_current_data()
  • cowidev.vax.utils.checks
    • CountryChecker
      • CountryChecker._check_anomalies()
      • CountryChecker._check_metrics_anomalies()
      • CountryChecker._check_metrics_inequalities()
      • CountryChecker._check_metrics_monotonic()
      • CountryChecker._get_location()
      • CountryChecker._skip_check_ids()
      • CountryChecker.check_column_names()
      • CountryChecker.check_date()
      • CountryChecker.check_location()
      • CountryChecker.check_metrics()
      • CountryChecker.check_source_url()
      • CountryChecker.check_vaccine()
      • CountryChecker.metrics_present
      • CountryChecker.run()
    • country_df_sanity_checks()
    • validate_vaccines()
  • cowidev.vax.utils.extra_source
    • add_latest_from_acdc()
  • cowidev.vax.utils.files
    • export_metadata()
    • get_file_encoding()
    • load_data()
    • load_query()
  • cowidev.vax.utils.incremental
    • _build_df()
    • _check_fields()
    • _from_gh_to_scripts()
    • _increment()
    • enrich_data()
    • increment()
    • merge_with_current_data()
  • cowidev.vax.utils.utils
    • add_latest_who_values()
    • build_vaccine_timeline()
    • get_latest_file()
    • make_monotonic()

cowidev.vax.countries

cowidev.vax.icer

cowidev.vax.icer.main(logger)