Index

Symbols

--accommodation bolster-nisra-occupancy command line option --adjusted bolster-nisra-quarterly-employment-survey command line option --after-date bolster-rss-nisra-statistics command line option bolster-rss-read command line option --all-years bolster-gender-pay-gap command line option --area bolster-nisra-population command line option --basis bolster-nisra-ashe command line option --before-date bolster-rss-read command line option --bounding-box bolster-get-precipitation command line option --breakdown bolster-nisra-claimant-count command line option bolster-nisra-public-confidence command line option bolster-psni-ombudsman command line option bolster-psni-pace command line option --by bolster-psni-rtc command line option --check-coverage bolster-nisra-feed command line option --compare bolster-nisra-occupancy command line option bolster-nisra-visitors command line option --council bolster-daera-waste command line option --data-type bolster-nisra-occupancy command line option bolster-psni-rtc command line option --date bolster-cinema-listings command line option --days bolster-nisra-feed command line option --dimension bolster-nisra-ashe command line option bolster-nisra-cancer-waiting-times command line option bolster-nisra-composite-index command line option bolster-nisra-deaths command line option bolster-nisra-labour-market command line option bolster-nisra-planning-statistics command line option bolster-nisra-registrar-general command line option bolster-nisra-wellbeing command line option --district bolster-psni-stop-search command line option --election-year bolster-ni-elections command line option --end-year bolster-nisra-construction-output command line option bolster-nisra-index-of-production command line option bolster-nisra-index-of-services command line option bolster-nisra-migration command line option bolster-nisra-population-projections command line option --event-type bolster-nisra-births command line option --filter bolster-nisra-feed command line option --financial-year bolster-daera-waste command line option bolster-nisra-planning-statistics command line option --force-refresh bolster-daera-waste command line option bolster-dva command line option bolster-education-suspensions command line option bolster-nisra-ashe command line option bolster-nisra-baby-names command line option bolster-nisra-births command line option bolster-nisra-cancer-waiting-times command line option bolster-nisra-civil-partnerships command line option bolster-nisra-claimant-count command line option bolster-nisra-composite-index command line option bolster-nisra-construction-output command line option bolster-nisra-deaths command line option bolster-nisra-disease-prevalence command line option bolster-nisra-elective-waiting-times command line option bolster-nisra-emergency-care command line option bolster-nisra-index-of-production command line option bolster-nisra-index-of-services command line option bolster-nisra-labour-market command line option bolster-nisra-marriages command line option bolster-nisra-migration command line option bolster-nisra-occupancy command line option bolster-nisra-planning-statistics command line option bolster-nisra-population command line option bolster-nisra-population-projections command line option bolster-nisra-public-confidence command line option bolster-nisra-quarterly-employment-survey command line option bolster-nisra-registrar-general command line option bolster-nisra-visitors command line option bolster-nisra-wellbeing command line option bolster-nisra-work-quality command line option bolster-psni-ombudsman command line option bolster-psni-pace command line option bolster-psni-rtc command line option bolster-psni-stop-search command line option --format bolster-cinema-listings command line option bolster-companies-house command line option bolster-daera-waste command line option bolster-dva command line option bolster-education-suspensions command line option bolster-gender-pay-gap command line option bolster-ni-elections command line option bolster-ni-executive command line option bolster-ni-house-prices command line option bolster-nisra-ashe command line option bolster-nisra-baby-names command line option bolster-nisra-births command line option bolster-nisra-cancer-waiting-times command line option bolster-nisra-civil-partnerships command line option bolster-nisra-claimant-count command line option bolster-nisra-composite-index command line option bolster-nisra-construction-output command line option bolster-nisra-deaths command line option bolster-nisra-disease-prevalence command line option bolster-nisra-elective-waiting-times command line option bolster-nisra-emergency-care command line option bolster-nisra-index-of-production command line option bolster-nisra-index-of-services command line option bolster-nisra-labour-market command line option bolster-nisra-marriages command line option bolster-nisra-migration command line option bolster-nisra-occupancy command line option bolster-nisra-planning-statistics command line option bolster-nisra-population command line option bolster-nisra-population-projections command line option bolster-nisra-public-confidence command line option bolster-nisra-quarterly-employment-survey command line option bolster-nisra-registrar-general command line option bolster-nisra-visitors command line option bolster-nisra-wellbeing command line option bolster-nisra-work-quality command line option bolster-psni-crime command line option bolster-psni-ombudsman command line option bolster-psni-pace command line option bolster-psni-rtc command line option bolster-psni-stop-search command line option bolster-rss-nisra-statistics command line option bolster-rss-read command line option bolster-water-quality command line option --growth bolster-nisra-ashe command line option bolster-nisra-construction-output command line option bolster-nisra-index-of-production command line option bolster-nisra-index-of-services command line option --indicator bolster-nisra-work-quality command line option --latest bolster-dva command line option bolster-nisra-civil-partnerships command line option bolster-nisra-occupancy command line option bolster-nisra-registrar-general command line option bolster-nisra-visitors command line option --lcg bolster-nisra-disease-prevalence command line option --level bolster-nisra-disease-prevalence command line option --lgd bolster-nisra-population-projections command line option bolster-nisra-registrar-general command line option

--lgd-name bolster-nisra-population-projections command line option --limit bolster-nisra-feed command line option bolster-rss-nisra-statistics command line option bolster-rss-read command line option --market bolster-nisra-visitors command line option --metric bolster-nisra-ashe command line option --order bolster-rss-nisra-statistics command line option --order-name bolster-get-precipitation command line option --output bolster-get-precipitation command line option --postcode-prefix bolster-gender-pay-gap command line option --quarter bolster-nisra-composite-index command line option bolster-nisra-construction-output command line option bolster-nisra-index-of-production command line option bolster-nisra-index-of-services command line option bolster-nisra-registrar-general command line option --quarterly bolster-nisra-registrar-general command line option --register bolster-nisra-disease-prevalence command line option --save bolster-companies-house command line option bolster-daera-waste command line option bolster-dva command line option bolster-education-suspensions command line option bolster-gender-pay-gap command line option bolster-ni-elections command line option bolster-ni-executive command line option bolster-ni-house-prices command line option bolster-nisra-ashe command line option bolster-nisra-baby-names command line option bolster-nisra-births command line option bolster-nisra-cancer-waiting-times command line option bolster-nisra-civil-partnerships command line option bolster-nisra-claimant-count command line option bolster-nisra-composite-index command line option bolster-nisra-construction-output command line option bolster-nisra-deaths command line option bolster-nisra-disease-prevalence command line option bolster-nisra-elective-waiting-times command line option bolster-nisra-emergency-care command line option bolster-nisra-index-of-production command line option bolster-nisra-index-of-services command line option bolster-nisra-labour-market command line option bolster-nisra-marriages command line option bolster-nisra-migration command line option bolster-nisra-occupancy command line option bolster-nisra-planning-statistics command line option bolster-nisra-population command line option bolster-nisra-population-projections command line option bolster-nisra-public-confidence command line option bolster-nisra-quarterly-employment-survey command line option bolster-nisra-registrar-general command line option bolster-nisra-visitors command line option bolster-nisra-wellbeing command line option bolster-nisra-work-quality command line option bolster-psni-crime command line option bolster-psni-ombudsman command line option bolster-psni-pace command line option bolster-psni-rtc command line option bolster-psni-stop-search command line option --sex bolster-nisra-baby-names command line option --site-code bolster-cinema-listings command line option --start-year bolster-nisra-construction-output command line option bolster-nisra-index-of-production command line option bolster-nisra-index-of-services command line option bolster-nisra-migration command line option bolster-nisra-population-projections command line option --summary bolster-daera-waste command line option bolster-dva command line option bolster-education-suspensions command line option bolster-gender-pay-gap command line option bolster-nisra-cancer-waiting-times command line option bolster-nisra-civil-partnerships command line option bolster-nisra-construction-output command line option bolster-nisra-index-of-production command line option bolster-nisra-index-of-services command line option bolster-nisra-migration command line option bolster-nisra-occupancy command line option bolster-nisra-planning-statistics command line option bolster-nisra-visitors command line option --target bolster-nisra-cancer-waiting-times command line option --test-type bolster-dva command line option --title-filter bolster-rss-nisra-statistics command line option bolster-rss-read command line option --top bolster-nisra-baby-names command line option --trust bolster-nisra-elective-waiting-times command line option bolster-nisra-emergency-care command line option --type bolster-nisra-elective-waiting-times command line option bolster-nisra-emergency-care command line option --unadjusted bolster-nisra-quarterly-employment-survey command line option --validate bolster-nisra-registrar-general command line option --verbose bolster command line option --version bolster command line option --year bolster-dva command line option bolster-education-suspensions command line option bolster-gender-pay-gap command line option bolster-nisra-ashe command line option bolster-nisra-baby-names command line option bolster-nisra-cancer-waiting-times command line option bolster-nisra-civil-partnerships command line option bolster-nisra-composite-index command line option bolster-nisra-construction-output command line option bolster-nisra-elective-waiting-times command line option bolster-nisra-emergency-care command line option bolster-nisra-index-of-production command line option bolster-nisra-index-of-services command line option bolster-nisra-marriages command line option bolster-nisra-migration command line option bolster-nisra-occupancy command line option bolster-nisra-population command line option bolster-nisra-quarterly-employment-survey command line option bolster-nisra-registrar-general command line option bolster-nisra-wellbeing command line option bolster-nisra-work-quality command line option bolster-psni-rtc command line option bolster-psni-stop-search command line option --zone-code bolster-water-quality command line option -a bolster-rss-nisra-statistics command line option bolster-rss-read command line option -b bolster-rss-read command line option -d bolster-nisra-feed command line option -f bolster-nisra-feed command line option bolster-rss-nisra-statistics command line option bolster-rss-read command line option -l bolster-rss-nisra-statistics command line option bolster-rss-read command line option -n bolster-nisra-feed command line option -o bolster-rss-nisra-statistics command line option -t bolster-rss-nisra-statistics command line option bolster-rss-read command line option -v bolster command line option

_

__author__ (in module bolster) __call__() (bolster.memoize method) __email__ (in module bolster) __get__() (bolster.memoize method) __post_init__() (bolster.utils.rss.Feed method) (bolster.utils.rss.FeedEntry method) __str__() (bolster.DataNotFoundError method) (bolster.exceptions.DataNotFoundError method) (bolster.exceptions.NetworkError method) (bolster.exceptions.ParseError method) (bolster.exceptions.ValidationError method) (bolster.MultipleErrors method) (bolster.NetworkError method) (bolster.ParseError method) (bolster.ValidationError method)

__version__ (in module bolster)

A

add_totals() (in module bolster.stats) AGE_GROUP_ORDER (in module bolster.data_sources.psni.stop_and_search) aggregate() (in module bolster) always() (in module bolster)

arg_exception_logger() (in module bolster) ARTICLES_URL (in module bolster.data_sources.education_suspensions) ASHE_BASE_URL (in module bolster.data_sources.nisra.ashe) author (bolster.utils.rss.FeedEntry attribute) az_file_url_to_query_components() (in module bolster.utils.azure)

B

BABY_NAMES_STATS_URL (in module bolster.data_sources.nisra.baby_names) backoff() (in module bolster) BASE_URL (in module bolster.data_sources.education_suspensions) (in module bolster.data_sources.metoffice) basic_cleanup() (in module bolster.data_sources.ni_house_price_index) batch() (in module bolster) batch_size (bolster.utils.aws.KinesisLoader attribute) best_fit_distribution() (in module bolster.stats.distributions) BIRTHS_BASE_URL (in module bolster.data_sources.nisra.births) bolster module bolster command line option --verbose --version -v bolster-cinema-listings command line option --date --format --site-code bolster-companies-house command line option --format --save QUERY bolster-daera-waste command line option --council --financial-year --force-refresh --format --save --summary bolster-dva command line option --force-refresh --format --latest --save --summary --test-type --year bolster-education-suspensions command line option --force-refresh --format --save --summary --year bolster-gender-pay-gap command line option --all-years --format --postcode-prefix --save --summary --year bolster-get-precipitation command line option --bounding-box --order-name --output bolster-ni-elections command line option --election-year --format --save bolster-ni-executive command line option --format --save bolster-ni-house-prices command line option --format --save bolster-nisra-ashe command line option --basis --dimension --force-refresh --format --growth --metric --save --year bolster-nisra-baby-names command line option --force-refresh --format --save --sex --top --year bolster-nisra-births command line option --event-type --force-refresh --format --save bolster-nisra-cancer-waiting-times command line option --dimension --force-refresh --format --save --summary --target --year bolster-nisra-civil-partnerships command line option --force-refresh --format --latest --save --summary --year bolster-nisra-claimant-count command line option --breakdown --force-refresh --format --save bolster-nisra-composite-index command line option --dimension --force-refresh --format --quarter --save --year bolster-nisra-construction-output command line option --end-year --force-refresh --format --growth --quarter --save --start-year --summary --year bolster-nisra-deaths command line option --dimension --force-refresh --format --save bolster-nisra-disease-prevalence command line option --force-refresh --format --lcg --level --register --save bolster-nisra-elective-waiting-times command line option --force-refresh --format --save --trust --type --year bolster-nisra-emergency-care command line option --force-refresh --format --save --trust --type --year bolster-nisra-feed command line option --check-coverage --days --filter --limit -d -f -n bolster-nisra-index-of-production command line option --end-year --force-refresh --format --growth --quarter --save --start-year --summary --year bolster-nisra-index-of-services command line option --end-year --force-refresh --format --growth --quarter --save --start-year --summary --year bolster-nisra-labour-market command line option --dimension --force-refresh --format --save bolster-nisra-marriages command line option --force-refresh --format --save --year bolster-nisra-migration command line option --end-year --force-refresh --format --save --start-year --summary --year bolster-nisra-occupancy command line option --accommodation --compare --data-type --force-refresh --format --latest --save --summary --year bolster-nisra-planning-statistics command line option --dimension --financial-year --force-refresh --format --save --summary bolster-nisra-population command line option --area --force-refresh --format --save --year bolster-nisra-population-projections command line option --end-year --force-refresh --format --lgd --lgd-name --save --start-year

bolster-nisra-public-confidence command line option --breakdown --force-refresh --format --save bolster-nisra-quarterly-employment-survey command line option --adjusted --force-refresh --format --save --unadjusted --year bolster-nisra-registrar-general command line option --dimension --force-refresh --format --latest --lgd --quarter --quarterly --save --validate --year bolster-nisra-visitors command line option --compare --force-refresh --format --latest --market --save --summary bolster-nisra-wellbeing command line option --dimension --force-refresh --format --save --year bolster-nisra-work-quality command line option --force-refresh --format --indicator --save --year bolster-psni-crime command line option --format --save bolster-psni-ombudsman command line option --breakdown --force-refresh --format --save bolster-psni-pace command line option --breakdown --force-refresh --format --save bolster-psni-rtc command line option --by --data-type --force-refresh --format --save --year bolster-psni-stop-search command line option --district --force-refresh --format --save --year bolster-rss-nisra-statistics command line option --after-date --format --limit --order --title-filter -a -f -l -o -t bolster-rss-read command line option --after-date --before-date --format --limit --title-filter -a -b -f -l -t FEED_URL bolster-water-quality command line option --format --zone-code POSTCODE bolster.cli module bolster.data_sources module bolster.data_sources.cineworld module bolster.data_sources.companies_house module bolster.data_sources.daera_waste module bolster.data_sources.dva module bolster.data_sources.education_suspensions module bolster.data_sources.eoni module bolster.data_sources.gender_pay_gap module bolster.data_sources.metoffice module bolster.data_sources.ni_house_price_index module bolster.data_sources.ni_water module bolster.data_sources.nisra module bolster.data_sources.nisra.ashe module bolster.data_sources.nisra.baby_names module bolster.data_sources.nisra.births module bolster.data_sources.nisra.cancer_waiting_times module bolster.data_sources.nisra.child_protection module bolster.data_sources.nisra.claimant_count module bolster.data_sources.nisra.composite_index module bolster.data_sources.nisra.construction_output module bolster.data_sources.nisra.deaths module bolster.data_sources.nisra.disease_prevalence module bolster.data_sources.nisra.elective_waiting_times module bolster.data_sources.nisra.emergency_care_waiting_times module bolster.data_sources.nisra.index_of_production module bolster.data_sources.nisra.index_of_services module bolster.data_sources.nisra.labour_market module bolster.data_sources.nisra.marriages module bolster.data_sources.nisra.migration module bolster.data_sources.nisra.planning_statistics module bolster.data_sources.nisra.population module bolster.data_sources.nisra.population_projections module bolster.data_sources.nisra.public_confidence module bolster.data_sources.nisra.quarterly_employment_survey module bolster.data_sources.nisra.registrar_general module bolster.data_sources.nisra.stillbirths module bolster.data_sources.nisra.tourism module bolster.data_sources.nisra.tourism.occupancy module bolster.data_sources.nisra.tourism.visitor_statistics module bolster.data_sources.nisra.wellbeing module bolster.data_sources.nisra.work_quality module bolster.data_sources.psni module bolster.data_sources.psni.crime_statistics module bolster.data_sources.psni.pace module bolster.data_sources.psni.police_ombudsman module bolster.data_sources.psni.road_traffic_collisions module bolster.data_sources.psni.stop_and_search module bolster.data_sources.wikipedia module bolster.exceptions module bolster.stats module bolster.stats.distributions module bolster.utils module bolster.utils.aws module bolster.utils.azure module bolster.utils.cache module bolster.utils.datatables module bolster.utils.deco module bolster.utils.dt module bolster.utils.io module bolster.utils.rss module bolster.utils.web module breadth() (in module bolster) build() (in module bolster.data_sources.ni_house_price_index) build_default_mapping_dict_from_keys() (in module bolster)

C

CACHE_BASE (in module bolster.utils.cache) cache_dir (bolster.utils.cache.CachedDownloader attribute) CACHE_DIR (in module bolster.data_sources.dva) (in module bolster.data_sources.education_suspensions) (in module bolster.data_sources.ni_house_price_index) CACHE_TTL_HOURS (in module bolster.data_sources.psni.stop_and_search) CachedDownloader (class in bolster.utils.cache) CacheError CachingSession (class in bolster.utils.web) calculate_annual_births() (in module bolster.data_sources.nisra.migration) calculate_annual_deaths() (in module bolster.data_sources.nisra.migration) calculate_annual_population() (in module bolster.data_sources.nisra.migration) calculate_growth_rates() (in module bolster.data_sources.dva) (in module bolster.data_sources.nisra.ashe) (in module bolster.data_sources.nisra.construction_output) capture_current_exception() (bolster.MultipleErrors method) CASUALTY_CLASS_CODES (in module bolster.data_sources.psni.road_traffic_collisions) categories (bolster.utils.rss.FeedEntry attribute) check_s3() (in module bolster.utils.aws) chunks() (in module bolster) (in module bolster.utils.aws) cinema_listings() (in module bolster.cli)

CIVIL_PARTNERSHIPS_BASE_URL (in module bolster.data_sources.nisra.marriages) cleanup_combined_year_quarter() (in module bolster.data_sources.ni_house_price_index) cleanup_contents() (in module bolster.data_sources.ni_house_price_index) cleanup_missing_year_quarter() (in module bolster.data_sources.ni_house_price_index) cleanup_price_by_property_type() (in module bolster.data_sources.ni_house_price_index) cleanup_price_by_property_type_agg() (in module bolster.data_sources.ni_house_price_index) cleanup_with_LGDs() (in module bolster.data_sources.ni_house_price_index) cleanup_with_munged_quarters_and_total_rows() (in module bolster.data_sources.ni_house_price_index) clear() (bolster.utils.cache.CachedDownloader method) clear_cache() (in module bolster.data_sources.ni_house_price_index) (in module bolster.data_sources.psni) cli() (in module bolster.cli) COLUMN_MAPPING (in module bolster.data_sources.gender_pay_gap) COLUMN_RENAMES (in module bolster.data_sources.psni.stop_and_search) companies_house() (in module bolster.cli) companies_house_record_might_be_farset() (in module bolster.data_sources.companies_house) compare_accommodation_types() (in module bolster.data_sources.nisra.tourism) (in module bolster.data_sources.nisra.tourism.occupancy) compare_official_vs_derived() (in module bolster.data_sources.nisra.migration) compress_for_relay() (in module bolster) CONSTRUCTION_BASE_URL (in module bolster.data_sources.nisra.construction_output) content (bolster.utils.rss.FeedEntry attribute) CRIME_STATISTICS_URL (in module bolster.data_sources.psni.crime_statistics)

D

daera() (in module bolster.cli) DAERA_BASE_URL (in module bolster.data_sources.daera_waste) DAERA_PUBLICATION_PAGE (in module bolster.data_sources.daera_waste) daera_waste_cmd() (in module bolster.cli) DAERADataNotFoundError DAERAValidationError DATA_GUIDE_URL (in module bolster.data_sources.psni.crime_statistics) data_info (bolster.exceptions.ValidationError attribute) (bolster.ValidationError attribute) DataNotFoundError, [1] DATASET_ID (in module bolster.data_sources.psni.stop_and_search) DataSourceError, [1] datatables_to_dataframe() (in module bolster.utils.datatables) DataTablesError DAY_OF_WEEK_CODES (in module bolster.data_sources.psni.road_traffic_collisions) decapsulate_kinesis_payloads() (in module bolster.utils.aws) decompress_from_relay() (in module bolster) DEFAULT_URL (in module bolster.data_sources.ni_house_price_index) depth() (in module bolster) derive_migration() (in module bolster.data_sources.nisra.migration) description (bolster.utils.rss.Feed attribute) dict_concat_safe() (in module bolster) diff() (in module bolster)

DimensionType (in module bolster.data_sources.nisra.deaths) DISTRICT_CODES (in module bolster.data_sources.psni.road_traffic_collisions) DISTRICT_NAMES_TO_CODES (in module bolster.data_sources.psni.road_traffic_collisions) do_raise() (bolster.MultipleErrors method) DOH_BASE_URL (in module bolster.data_sources.nisra.cancer_waiting_times) (in module bolster.data_sources.nisra.disease_prevalence) (in module bolster.data_sources.nisra.elective_waiting_times) (in module bolster.data_sources.nisra.emergency_care_waiting_times) DOH_CANCER_PAGE (in module bolster.data_sources.nisra.cancer_waiting_times) DOH_INPATIENT_PAGE (in module bolster.data_sources.nisra.elective_waiting_times) DOH_LANDING_PAGE (in module bolster.data_sources.nisra.disease_prevalence) (in module bolster.data_sources.nisra.emergency_care_waiting_times) DOH_OUTPATIENT_PAGE (in module bolster.data_sources.nisra.elective_waiting_times) download() (bolster.utils.cache.CachedDownloader method) download_extract_zip() (in module bolster.utils.web) download_quarterly_lfs() (in module bolster.data_sources.nisra.labour_market) DownloadError drop_totals() (in module bolster.stats) dva_cmd() (in module bolster.cli) DVA_PUBLICATIONS_URL (in module bolster.data_sources.dva) DVA_SEARCH_TERM (in module bolster.data_sources.dva) DVADataError DVADataNotFoundError

E

education() (in module bolster.cli) education_suspensions_cmd() (in module bolster.cli) EducationSuspensionsError EducationSuspensionsNotFoundError EducationSuspensionsParseError emit() (bolster.utils.TqdmLoggingHandler method) entries (bolster.utils.rss.Feed attribute)

errors (bolster.MultipleErrors attribute) exceptional_executor() (in module bolster) EXEC_OFFICE_BASE_URL (in module bolster.data_sources.nisra.wellbeing) EXEC_OFFICE_TOPIC_URL (in module bolster.data_sources.nisra.wellbeing) EXPECTED_TRUSTS (in module bolster.data_sources.nisra.elective_waiting_times) (in module bolster.data_sources.nisra.emergency_care_waiting_times) extract_stage_n_transfers() (in module bolster.data_sources.eoni) extract_stage_n_votes() (in module bolster.data_sources.eoni)

F

F (in module bolster.utils) FALLBACK_CSV_URL (in module bolster.data_sources.psni.stop_and_search) Feed (class in bolster.utils.rss) FEED_URL bolster-rss-read command line option FeedEntry (class in bolster.utils.rss) fetch_datatables_json() (in module bolster.utils.datatables) fh_json_decode() (in module bolster.utils.aws) file_path (bolster.exceptions.ParseError attribute) (bolster.ParseError attribute) filter_by_crime_type() (in module bolster.data_sources.psni) (in module bolster.data_sources.psni.crime_statistics)

filter_by_date_range() (in module bolster.data_sources.psni) (in module bolster.data_sources.psni.crime_statistics) filter_by_district() (in module bolster.data_sources.psni) (in module bolster.data_sources.psni.crime_statistics) filter_entries() (in module bolster.utils.rss) filter_relevant_files() (in module bolster.data_sources.metoffice) find_xls_links_in_page() (in module bolster.data_sources.eoni) FIRST_YEAR (in module bolster.data_sources.gender_pay_gap) fix_datetime_tz_columns() (in module bolster.stats) flatten_dict() (in module bolster) func (bolster.memoize attribute)

G

gender_pay_gap_cmd() (in module bolster.cli) GenderPayGapDataNotFoundError GenderPayGapError generate_and_submit() (bolster.utils.aws.KinesisLoader method) generate_image() (in module bolster.data_sources.metoffice) get() (bolster.utils.web.CachingSession method) get_all_tables() (in module bolster.data_sources.ni_house_price_index) get_all_years() (in module bolster.data_sources.gender_pay_gap) get_annual_change_by_industry() (in module bolster.data_sources.nisra.ashe) get_annual_change_by_occupation() (in module bolster.data_sources.nisra.ashe) get_annual_publication_url() (in module bolster.data_sources.psni) (in module bolster.data_sources.psni.police_ombudsman) get_annual_summary() (in module bolster.data_sources.nisra.stillbirths) (in module bolster.data_sources.psni.road_traffic_collisions) get_annual_totals() (in module bolster.data_sources.nisra.planning_statistics) get_ashe_file_url() (in module bolster.data_sources.nisra.ashe) get_available_crime_types() (in module bolster.data_sources.psni) (in module bolster.data_sources.psni.crime_statistics) get_available_districts() (in module bolster.data_sources.psni) (in module bolster.data_sources.psni.crime_statistics) get_available_years() (in module bolster.data_sources.gender_pay_gap) (in module bolster.data_sources.psni.road_traffic_collisions) get_average_prices() (in module bolster.data_sources.ni_house_price_index) get_baby_names() (in module bolster.data_sources.nisra.baby_names) get_baby_names_publication_url() (in module bolster.data_sources.nisra.baby_names) get_basic_company_data_url() (in module bolster.data_sources.companies_house) get_cached_file() (bolster.utils.cache.CachedDownloader method) get_candidates_from_df() (in module bolster.data_sources.eoni) get_casualties() (in module bolster.data_sources.psni) (in module bolster.data_sources.psni.road_traffic_collisions) get_casualties_by_district() (in module bolster.data_sources.psni) (in module bolster.data_sources.psni.road_traffic_collisions) get_casualties_by_road_user() (in module bolster.data_sources.psni) (in module bolster.data_sources.psni.road_traffic_collisions) get_casualties_with_collision_details() (in module bolster.data_sources.psni) (in module bolster.data_sources.psni.road_traffic_collisions) get_child_protection_publication_url() (in module bolster.data_sources.nisra.child_protection) get_cinema_listings() (in module bolster.data_sources.cineworld) get_civil_partnerships_by_year() (in module bolster.data_sources.nisra.marriages) get_civil_partnerships_summary_by_year() (in module bolster.data_sources.nisra.marriages) get_collisions() (in module bolster.data_sources.psni) (in module bolster.data_sources.psni.road_traffic_collisions) get_column_headers_from_url() (in module bolster.utils.datatables) get_combined_deaths() (in module bolster.data_sources.nisra.deaths) get_combined_occupancy() (in module bolster.data_sources.nisra.tourism) (in module bolster.data_sources.nisra.tourism.occupancy) get_companies_house_records_that_might_be_in_farset() (in module bolster.data_sources.companies_house) get_construction_by_quarter() (in module bolster.data_sources.nisra.construction_output) get_construction_by_year() (in module bolster.data_sources.nisra.construction_output) get_council_summary() (in module bolster.data_sources.nisra.planning_statistics) get_crime_trends() (in module bolster.data_sources.psni) (in module bolster.data_sources.psni.crime_statistics) get_data() (in module bolster.data_sources.gender_pay_gap) get_data_by_year() (in module bolster.data_sources.nisra.cancer_waiting_times) get_data_source_info() (in module bolster.data_sources.psni) (in module bolster.data_sources.psni.crime_statistics) get_derived_migration (in module bolster.data_sources.nisra.migration) get_domestic_vs_external() (in module bolster.data_sources.nisra.tourism.visitor_statistics) get_earnings_by_year() (in module bolster.data_sources.nisra.ashe) get_elective_waiting_times_url() (in module bolster.data_sources.nisra.elective_waiting_times) get_excel_dataframe() (in module bolster.utils.web) get_expenditure_per_trip() (in module bolster.data_sources.nisra.tourism.visitor_statistics) get_file() (in module bolster.data_sources.metoffice) get_file_meta() (in module bolster.data_sources.metoffice) get_gender_pay_gap() (in module bolster.data_sources.nisra.ashe) get_historical_crime_statistics() (in module bolster.data_sources.psni) (in module bolster.data_sources.psni.crime_statistics) get_historical_deaths() (in module bolster.data_sources.nisra.deaths) get_hourly_earnings_by_age_gender() (in module bolster.data_sources.nisra.ashe) get_hourly_earnings_by_occupation_gender() (in module bolster.data_sources.nisra.ashe) get_hourly_earnings_by_pattern_gender() (in module bolster.data_sources.nisra.ashe) get_hourly_earnings_by_sector_gender() (in module bolster.data_sources.nisra.ashe) get_hours_distribution() (in module bolster.data_sources.nisra.ashe) get_hpi_by_lgd() (in module bolster.data_sources.ni_house_price_index) get_hpi_by_property_type() (in module bolster.data_sources.ni_house_price_index) get_hpi_trends() (in module bolster.data_sources.ni_house_price_index) get_iop_by_quarter() (in module bolster.data_sources.nisra.index_of_production) get_iop_by_year() (in module bolster.data_sources.nisra.index_of_production) get_iop_growth() (in module bolster.data_sources.nisra.index_of_production) get_iop_summary_statistics() (in module bolster.data_sources.nisra.index_of_production) get_ios_by_quarter() (in module bolster.data_sources.nisra.index_of_services) get_ios_by_year() (in module bolster.data_sources.nisra.index_of_services) get_ios_growth() (in module bolster.data_sources.nisra.index_of_services) get_ios_summary_statistics() (in module bolster.data_sources.nisra.index_of_services) get_last_valid() (in module bolster.utils.web) get_latest_14_day_breast() (in module bolster.data_sources.nisra.cancer_waiting_times) get_latest_31_day_by_trust() (in module bolster.data_sources.nisra.cancer_waiting_times) get_latest_31_day_by_tumour() (in module bolster.data_sources.nisra.cancer_waiting_times) get_latest_62_day_by_trust() (in module bolster.data_sources.nisra.cancer_waiting_times) get_latest_62_day_by_tumour() (in module bolster.data_sources.nisra.cancer_waiting_times) get_latest_all_tests() (in module bolster.data_sources.dva) get_latest_ashe_geography() (in module bolster.data_sources.nisra.ashe) get_latest_ashe_publication_url() (in module bolster.data_sources.nisra.ashe) get_latest_ashe_sector() (in module bolster.data_sources.nisra.ashe) get_latest_ashe_timeseries() (in module bolster.data_sources.nisra.ashe) get_latest_births() (in module bolster.data_sources.nisra.births) get_latest_births_publication_url() (in module bolster.data_sources.nisra.births) get_latest_breast_referrals() (in module bolster.data_sources.nisra.cancer_waiting_times) get_latest_child_protection() (in module bolster.data_sources.nisra.child_protection) get_latest_civil_partnerships() (in module bolster.data_sources.nisra.marriages) get_latest_civil_partnerships_publication_url() (in module bolster.data_sources.nisra.marriages) get_latest_claimant_count() (in module bolster.data_sources.nisra.claimant_count) get_latest_complaints() (in module bolster.data_sources.psni) (in module bolster.data_sources.psni.police_ombudsman) get_latest_construction_output() (in module bolster.data_sources.nisra.construction_output) get_latest_construction_publication_url() (in module bolster.data_sources.nisra.construction_output) get_latest_council_data() (in module bolster.data_sources.nisra.planning_statistics) get_latest_crime_statistics() (in module bolster.data_sources.psni) (in module bolster.data_sources.psni.crime_statistics) get_latest_data() (in module bolster.data_sources.nisra.emergency_care_waiting_times) (in module bolster.data_sources.nisra.planning_statistics) get_latest_dataset_url() (in module bolster.data_sources.psni.stop_and_search) get_latest_deaths() (in module bolster.data_sources.nisra.deaths) get_latest_disease_prevalence() (in module bolster.data_sources.nisra.disease_prevalence) get_latest_driver_tests() (in module bolster.data_sources.dva) get_latest_dva_publication_url() (in module bolster.data_sources.dva) get_latest_economic_inactivity() (in module bolster.data_sources.nisra.labour_market) get_latest_elective_waiting_times() (in module bolster.data_sources.nisra.elective_waiting_times) get_latest_employment() (in module bolster.data_sources.nisra.labour_market) get_latest_employment_by_lgd() (in module bolster.data_sources.nisra.labour_market) get_latest_gp_prevalence() (in module bolster.data_sources.nisra.disease_prevalence) get_latest_hotel_occupancy() (in module bolster.data_sources.nisra.tourism) (in module bolster.data_sources.nisra.tourism.occupancy) get_latest_hotel_occupancy_publication_url() (in module bolster.data_sources.nisra.tourism) (in module bolster.data_sources.nisra.tourism.occupancy) get_latest_iop() (in module bolster.data_sources.nisra.index_of_production) get_latest_iop_publication_url() (in module bolster.data_sources.nisra.index_of_production) get_latest_ios() (in module bolster.data_sources.nisra.index_of_services) get_latest_ios_publication_url() (in module bolster.data_sources.nisra.index_of_services) get_latest_key() (in module bolster.utils.aws) get_latest_lfs_publication_url() (in module bolster.data_sources.nisra.labour_market) get_latest_lgd_employment_url() (in module bolster.data_sources.nisra.labour_market) get_latest_loneliness() (in module bolster.data_sources.nisra.wellbeing) get_latest_marriages() (in module bolster.data_sources.nisra.marriages) get_latest_marriages_publication_url() (in module bolster.data_sources.nisra.marriages) get_latest_migration() (in module bolster.data_sources.nisra.migration) get_latest_nicei() (in module bolster.data_sources.nisra.composite_index)

get_latest_nicei_contributions() (in module bolster.data_sources.nisra.composite_index) get_latest_nicei_publication_url() (in module bolster.data_sources.nisra.composite_index) get_latest_pace() (in module bolster.data_sources.psni.pace) get_latest_pace_url() (in module bolster.data_sources.psni.pace) get_latest_personal_wellbeing() (in module bolster.data_sources.nisra.wellbeing) get_latest_population() (in module bolster.data_sources.nisra.population) get_latest_population_publication_url() (in module bolster.data_sources.nisra.population) get_latest_projections() (in module bolster.data_sources.nisra.population_projections) get_latest_projections_publication_url() (in module bolster.data_sources.nisra.population_projections) get_latest_public_confidence() (in module bolster.data_sources.nisra.public_confidence) get_latest_publication_url() (in module bolster.data_sources.nisra.cancer_waiting_times) (in module bolster.data_sources.nisra.claimant_count) (in module bolster.data_sources.nisra.disease_prevalence) (in module bolster.data_sources.nisra.planning_statistics) (in module bolster.data_sources.nisra.public_confidence) (in module bolster.data_sources.nisra.registrar_general) get_latest_qes() (in module bolster.data_sources.nisra.quarterly_employment_survey) get_latest_qes_publication_url() (in module bolster.data_sources.nisra.quarterly_employment_survey) get_latest_rooms_beds_sold() (in module bolster.data_sources.nisra.tourism) (in module bolster.data_sources.nisra.tourism.occupancy) get_latest_self_efficacy() (in module bolster.data_sources.nisra.wellbeing) get_latest_ssa_occupancy() (in module bolster.data_sources.nisra.tourism) (in module bolster.data_sources.nisra.tourism.occupancy) get_latest_ssa_occupancy_publication_url() (in module bolster.data_sources.nisra.tourism) (in module bolster.data_sources.nisra.tourism.occupancy) get_latest_ssa_rooms_beds_sold() (in module bolster.data_sources.nisra.tourism) (in module bolster.data_sources.nisra.tourism.occupancy) get_latest_stillbirths() (in module bolster.data_sources.nisra.stillbirths) get_latest_stillbirths_publication_url() (in module bolster.data_sources.nisra.stillbirths) get_latest_stop_and_search() (in module bolster.data_sources.psni.stop_and_search) get_latest_suspensions() (in module bolster.data_sources.education_suspensions) get_latest_theory_tests() (in module bolster.data_sources.dva) get_latest_url() (in module bolster.data_sources.nisra.emergency_care_waiting_times) get_latest_vehicle_tests() (in module bolster.data_sources.dva) get_latest_visitor_statistics() (in module bolster.data_sources.nisra.tourism.visitor_statistics) get_latest_visitor_statistics_publication_url() (in module bolster.data_sources.nisra.tourism.visitor_statistics) get_latest_waste_statistics() (in module bolster.data_sources.daera_waste) get_latest_weekly_deaths_url() (in module bolster.data_sources.nisra.deaths) get_latest_wellbeing_publication_url() (in module bolster.data_sources.nisra.wellbeing) get_latest_work_quality() (in module bolster.data_sources.nisra.work_quality) get_latest_xlsx_url() (in module bolster.data_sources.nisra.planning_statistics) get_lgd_code() (in module bolster.data_sources.psni) get_lgd_projections() (in module bolster.data_sources.nisra.population_projections) get_lgd_projections_url() (in module bolster.data_sources.nisra.population_projections) get_lgd_statistics() (in module bolster.data_sources.nisra.registrar_general) get_market_summary() (in module bolster.data_sources.nisra.tourism.visitor_statistics) get_marriages_by_year() (in module bolster.data_sources.nisra.marriages) get_marriages_summary_by_year() (in module bolster.data_sources.nisra.marriages) get_matching_s3_keys() (in module bolster.utils.aws) get_matching_s3_objects() (in module bolster.utils.aws) get_mean_hours_by_pattern_gender() (in module bolster.data_sources.nisra.ashe) get_metadata_from_df() (in module bolster.data_sources.eoni) get_migration_by_year() (in module bolster.data_sources.nisra.migration) get_migration_summary_statistics() (in module bolster.data_sources.nisra.migration) get_ni_executive_basic_table() (in module bolster.data_sources.wikipedia) get_ni_uk_earnings_comparison() (in module bolster.data_sources.nisra.ashe) get_ni_wide_performance() (in module bolster.data_sources.nisra.cancer_waiting_times) get_nicei_by_quarter() (in module bolster.data_sources.nisra.composite_index) get_nicei_by_year() (in module bolster.data_sources.nisra.composite_index) get_nights_per_trip() (in module bolster.data_sources.nisra.tourism.visitor_statistics) get_nisra_statistics_feed() (in module bolster.utils.rss) get_nuts3_code() (in module bolster.data_sources.psni) get_nuts_region_name() (in module bolster.data_sources.psni) get_occupancy_by_year() (in module bolster.data_sources.nisra.tourism) (in module bolster.data_sources.nisra.tourism.occupancy) get_occupancy_summary_by_year() (in module bolster.data_sources.nisra.tourism) (in module bolster.data_sources.nisra.tourism.occupancy) get_official_migration() (in module bolster.data_sources.nisra.migration) get_official_migration_publication_url() (in module bolster.data_sources.nisra.migration) get_order_latest() (in module bolster.data_sources.metoffice) get_outcome_rates_by_district() (in module bolster.data_sources.psni) (in module bolster.data_sources.psni.crime_statistics) get_page() (in module bolster.data_sources.eoni) get_pay_distribution_by_classification() (in module bolster.data_sources.nisra.ashe) get_pay_distribution_timeseries() (in module bolster.data_sources.nisra.ashe) get_performance_summary_by_year() (in module bolster.data_sources.nisra.cancer_waiting_times) get_performance_trend() (in module bolster.data_sources.nisra.cancer_waiting_times) get_personal_wellbeing_by_year() (in module bolster.data_sources.nisra.wellbeing) get_population_by_year() (in module bolster.data_sources.nisra.population) get_population_pyramid_data() (in module bolster.data_sources.nisra.population) get_postcode_to_water_supply_zone() (in module bolster.data_sources.ni_water) get_precipitation() (in module bolster.cli) get_qes_by_year() (in module bolster.data_sources.nisra.quarterly_employment_survey) get_qes_growth() (in module bolster.data_sources.nisra.quarterly_employment_survey) get_quarterly_births() (in module bolster.data_sources.nisra.registrar_general) get_quarterly_data() (in module bolster.data_sources.nisra.labour_market) get_quarterly_deaths() (in module bolster.data_sources.nisra.registrar_general) get_quarterly_publication_url() (in module bolster.data_sources.psni) (in module bolster.data_sources.psni.police_ombudsman) get_quarterly_vital_statistics() (in module bolster.data_sources.nisra.registrar_general) get_real_earnings() (in module bolster.data_sources.nisra.ashe) get_real_earnings_change_by_pattern() (in module bolster.data_sources.nisra.ashe) get_real_earnings_index_by_sector() (in module bolster.data_sources.nisra.ashe) get_recursively() (in module bolster) get_results() (in module bolster.data_sources.eoni) get_results_from_sheet() (in module bolster.data_sources.eoni) get_rtc_annual_summary() (in module bolster.data_sources.psni) get_rtc_available_years() (in module bolster.data_sources.psni) get_s3() (in module bolster.utils.aws) get_s3_client() (in module bolster.utils.aws) get_sales_volumes() (in module bolster.data_sources.ni_house_price_index) get_seasonal_patterns() (in module bolster.data_sources.nisra.tourism) (in module bolster.data_sources.nisra.tourism.occupancy) get_sector_shares() (in module bolster.data_sources.nisra.quarterly_employment_survey) get_sns_client() (in module bolster.utils.aws) get_source_url() (in module bolster.data_sources.ni_house_price_index) get_sqs_client() (in module bolster.utils.aws) get_ssm_client() (in module bolster.utils.aws) get_ssm_param() (in module bolster.utils.aws) get_stage_transfers_from_df() (in module bolster.data_sources.eoni) get_stage_votes_from_df() (in module bolster.data_sources.eoni) get_stillbirth_rate() (in module bolster.data_sources.nisra.stillbirths) get_stillbirths_by_year() (in module bolster.data_sources.nisra.stillbirths) get_summary_statistics() (in module bolster.data_sources.dva) (in module bolster.data_sources.nisra.construction_output) get_suspensions_publication_url() (in module bolster.data_sources.education_suspensions) get_tests_by_month() (in module bolster.data_sources.dva) get_tests_by_year() (in module bolster.data_sources.dva) get_total_crimes_by_district() (in module bolster.data_sources.psni) (in module bolster.data_sources.psni.crime_statistics) get_total_visitor_statistics() (in module bolster.data_sources.nisra.tourism.visitor_statistics) get_tumour_site_ranking() (in module bolster.data_sources.nisra.cancer_waiting_times) get_uk_precipitation() (in module bolster.data_sources.metoffice) get_uk_regional_pay_ratio() (in module bolster.data_sources.nisra.ashe) get_validation_report() (in module bolster.data_sources.nisra.registrar_general) get_vehicles() (in module bolster.data_sources.psni) (in module bolster.data_sources.psni.road_traffic_collisions) get_visitor_statistics_by_market() (in module bolster.data_sources.nisra.tourism.visitor_statistics) get_waste_publication_url() (in module bolster.data_sources.daera_waste) get_water_quality() (in module bolster.data_sources.ni_water) get_water_quality_by_zone() (in module bolster.data_sources.ni_water) get_water_quality_csv_data() (in module bolster.data_sources.ni_water) get_wellbeing_file_url() (in module bolster.data_sources.nisra.wellbeing) get_wellbeing_summary() (in module bolster.data_sources.nisra.wellbeing) get_work_quality_publication_url() (in module bolster.data_sources.nisra.work_quality) get_working_pattern_pay_gap() (in module bolster.data_sources.nisra.ashe) GPG_BASE_URL (in module bolster.data_sources.gender_pay_gap)

H

hash_url() (in module bolster.utils.cache) HEALTH_NI_BASE_URL (in module bolster.data_sources.nisra.child_protection)

HEALTH_NI_CHILDREN_ARTICLE (in module bolster.data_sources.nisra.child_protection) HISTORICAL_DEATHS_URL (in module bolster.data_sources.nisra.deaths) HSC_TRUSTS (in module bolster.data_sources.nisra.child_protection)

I

id (bolster.utils.rss.FeedEntry attribute) increment() (bolster.utils.web.RateLimitAwareRetry method) INFRA_BASE_URL (in module bolster.data_sources.nisra.planning_statistics) INVALID_ZONE_IDENTIFIER (in module bolster.data_sources.ni_water) invoke_self_async() (in module bolster.utils.aws) IOP_BASE_URL (in module bolster.data_sources.nisra.index_of_production) IOP_STATS_URL (in module bolster.data_sources.nisra.index_of_production)

IOS_BASE_URL (in module bolster.data_sources.nisra.index_of_services) IOS_STATS_URL (in module bolster.data_sources.nisra.index_of_services) IP_BAND_COLS (in module bolster.data_sources.nisra.elective_waiting_times) IP_ID_COLS (in module bolster.data_sources.nisra.elective_waiting_times) is_my_date (in module bolster.data_sources.metoffice) items_at() (in module bolster) iterate_kinesis_payloads() (in module bolster.utils.aws)

K

keys_at() (in module bolster)

kinesis_client (bolster.utils.aws.KinesisLoader attribute) KinesisLoader (class in bolster.utils.aws)

L

language (bolster.utils.rss.Feed attribute) leaf_paths() (in module bolster) leaves() (in module bolster) LFS_BASE_URL (in module bolster.data_sources.nisra.labour_market) LFS_CACHE_DIR (in module bolster.data_sources.nisra.labour_market) LGD_PROJECTIONS_BASE_YEAR (in module bolster.data_sources.nisra.population_projections) LGD_PROJECTIONS_PUB_URL (in module bolster.data_sources.nisra.population_projections) LIGHT_CONDITIONS_CODES (in module bolster.data_sources.psni.road_traffic_collisions) link (bolster.utils.rss.Feed attribute) (bolster.utils.rss.FeedEntry attribute) list_sources() (in module bolster.cli) logger (in module bolster) (in module bolster.data_sources.cineworld) (in module bolster.data_sources.companies_house) (in module bolster.data_sources.daera_waste) (in module bolster.data_sources.dva) (in module bolster.data_sources.education_suspensions) (in module bolster.data_sources.eoni) (in module bolster.data_sources.gender_pay_gap) (in module bolster.data_sources.metoffice) (in module bolster.data_sources.ni_house_price_index) (in module bolster.data_sources.ni_water) (in module bolster.data_sources.nisra.ashe) (in module bolster.data_sources.nisra.baby_names) (in module bolster.data_sources.nisra.births) (in module bolster.data_sources.nisra.cancer_waiting_times) (in module bolster.data_sources.nisra.child_protection) (in module bolster.data_sources.nisra.claimant_count) (in module bolster.data_sources.nisra.composite_index) (in module bolster.data_sources.nisra.construction_output) (in module bolster.data_sources.nisra.deaths) (in module bolster.data_sources.nisra.disease_prevalence) (in module bolster.data_sources.nisra.elective_waiting_times) (in module bolster.data_sources.nisra.emergency_care_waiting_times) (in module bolster.data_sources.nisra.index_of_production) (in module bolster.data_sources.nisra.index_of_services) (in module bolster.data_sources.nisra.labour_market) (in module bolster.data_sources.nisra.marriages) (in module bolster.data_sources.nisra.migration) (in module bolster.data_sources.nisra.planning_statistics) (in module bolster.data_sources.nisra.population) (in module bolster.data_sources.nisra.population_projections) (in module bolster.data_sources.nisra.public_confidence) (in module bolster.data_sources.nisra.quarterly_employment_survey) (in module bolster.data_sources.nisra.registrar_general) (in module bolster.data_sources.nisra.stillbirths) (in module bolster.data_sources.nisra.tourism.occupancy) (in module bolster.data_sources.nisra.tourism.visitor_statistics) (in module bolster.data_sources.nisra.wellbeing) (in module bolster.data_sources.nisra.work_quality) (in module bolster.data_sources.psni.crime_statistics) (in module bolster.data_sources.psni.pace) (in module bolster.data_sources.psni.police_ombudsman) (in module bolster.data_sources.psni.road_traffic_collisions) (in module bolster.data_sources.psni.stop_and_search) (in module bolster.data_sources.wikipedia) (in module bolster.utils) (in module bolster.utils.aws) (in module bolster.utils.cache) (in module bolster.utils.datatables) (in module bolster.utils.rss) (in module bolster.utils.web)

M

make_borders() (in module bolster.data_sources.metoffice) make_isolines() (in module bolster.data_sources.metoffice) make_precipitation() (in module bolster.data_sources.metoffice) MARKET_NAMES (in module bolster.data_sources.nisra.tourism.visitor_statistics) MARRIAGES_BASE_URL (in module bolster.data_sources.nisra.marriages) maximum_records (bolster.utils.aws.KinesisLoader attribute) MEASURE_CPR_TOTAL (in module bolster.data_sources.nisra.child_protection) MEASURE_INVESTIGATIONS_TOTAL (in module bolster.data_sources.nisra.child_protection) MEASURE_REFERRALS_TOTAL (in module bolster.data_sources.nisra.child_protection) memoize (class in bolster) MIGRATION_MOTHER_PAGE (in module bolster.data_sources.nisra.migration) module bolster bolster.cli bolster.data_sources bolster.data_sources.cineworld bolster.data_sources.companies_house bolster.data_sources.daera_waste bolster.data_sources.dva bolster.data_sources.education_suspensions bolster.data_sources.eoni bolster.data_sources.gender_pay_gap bolster.data_sources.metoffice bolster.data_sources.ni_house_price_index bolster.data_sources.ni_water bolster.data_sources.nisra bolster.data_sources.nisra.ashe bolster.data_sources.nisra.baby_names bolster.data_sources.nisra.births bolster.data_sources.nisra.cancer_waiting_times bolster.data_sources.nisra.child_protection bolster.data_sources.nisra.claimant_count bolster.data_sources.nisra.composite_index bolster.data_sources.nisra.construction_output bolster.data_sources.nisra.deaths bolster.data_sources.nisra.disease_prevalence bolster.data_sources.nisra.elective_waiting_times bolster.data_sources.nisra.emergency_care_waiting_times bolster.data_sources.nisra.index_of_production bolster.data_sources.nisra.index_of_services bolster.data_sources.nisra.labour_market bolster.data_sources.nisra.marriages bolster.data_sources.nisra.migration bolster.data_sources.nisra.planning_statistics bolster.data_sources.nisra.population bolster.data_sources.nisra.population_projections bolster.data_sources.nisra.public_confidence bolster.data_sources.nisra.quarterly_employment_survey bolster.data_sources.nisra.registrar_general bolster.data_sources.nisra.stillbirths bolster.data_sources.nisra.tourism bolster.data_sources.nisra.tourism.occupancy bolster.data_sources.nisra.tourism.visitor_statistics bolster.data_sources.nisra.wellbeing bolster.data_sources.nisra.work_quality bolster.data_sources.psni bolster.data_sources.psni.crime_statistics bolster.data_sources.psni.pace bolster.data_sources.psni.police_ombudsman bolster.data_sources.psni.road_traffic_collisions bolster.data_sources.psni.stop_and_search bolster.data_sources.wikipedia bolster.exceptions bolster.stats bolster.stats.distributions bolster.utils bolster.utils.aws bolster.utils.azure bolster.utils.cache bolster.utils.datatables bolster.utils.deco bolster.utils.dt bolster.utils.io bolster.utils.rss bolster.utils.web

MONTH_ORDER (in module bolster.data_sources.nisra.stillbirths) MultipleErrors

N

namespace (bolster.utils.cache.CachedDownloader attribute) NetworkError, [1] NI_COUNCILS_POST_2015 (in module bolster.data_sources.daera_waste) ni_elections() (in module bolster.cli) ni_executive() (in module bolster.cli) ni_house_prices() (in module bolster.cli) NI_LGDS (in module bolster.data_sources.nisra.registrar_general) NICEI_BASE_URL (in module bolster.data_sources.nisra.composite_index) NICEI_STATS_URL (in module bolster.data_sources.nisra.composite_index) NIHPIDataError NIHPIDataNotFoundError nisra() (in module bolster.cli) nisra_ashe_cmd() (in module bolster.cli) nisra_baby_names_cmd() (in module bolster.cli) NISRA_BASE_URL (in module bolster.data_sources.nisra.baby_names) (in module bolster.data_sources.nisra.public_confidence) (in module bolster.data_sources.nisra.work_quality) nisra_births_cmd() (in module bolster.cli) nisra_cancer_cmd() (in module bolster.cli) nisra_civil_partnerships_cmd() (in module bolster.cli) nisra_claimant_count_cmd() (in module bolster.cli) nisra_composite_index_cmd() (in module bolster.cli) nisra_construction_output_cmd() (in module bolster.cli)

nisra_deaths_cmd() (in module bolster.cli) nisra_disease_prevalence_cmd() (in module bolster.cli) nisra_elective_waiting_times_cmd() (in module bolster.cli) nisra_emergency_care_cmd() (in module bolster.cli) nisra_feed() (in module bolster.cli) nisra_index_of_production_cmd() (in module bolster.cli) nisra_index_of_services_cmd() (in module bolster.cli) nisra_labour_market_cmd() (in module bolster.cli) nisra_marriages_cmd() (in module bolster.cli) nisra_migration_cmd() (in module bolster.cli) nisra_occupancy_cmd() (in module bolster.cli) nisra_planning_statistics_cmd() (in module bolster.cli) nisra_population_cmd() (in module bolster.cli) nisra_population_projections_cmd() (in module bolster.cli) nisra_public_confidence_cmd() (in module bolster.cli) nisra_qes_cmd() (in module bolster.cli) nisra_registrar_general_cmd() (in module bolster.cli) nisra_visitors_cmd() (in module bolster.cli) nisra_wellbeing_cmd() (in module bolster.cli) nisra_work_quality_cmd() (in module bolster.cli) NISRADataNotFoundError (in module bolster.exceptions) NISRAValidationError (in module bolster.exceptions) normalise_constituencies() (in module bolster.data_sources.eoni) NUMERIC_COLUMNS (in module bolster.data_sources.gender_pay_gap)

O

OCCUPANCY_BASE_URL (in module bolster.data_sources.nisra.tourism.occupancy) OP_BAND_COLS (in module bolster.data_sources.nisra.elective_waiting_times)

OP_ID_COLS (in module bolster.data_sources.nisra.elective_waiting_times) OPENDATANI_API (in module bolster.data_sources.psni.road_traffic_collisions) (in module bolster.data_sources.psni.stop_and_search)

P

PACE_URLS (in module bolster.data_sources.psni.pace) parse_14_day_breast() (in module bolster.data_sources.nisra.cancer_waiting_times) parse_31_day_by_trust() (in module bolster.data_sources.nisra.cancer_waiting_times) parse_31_day_by_tumour() (in module bolster.data_sources.nisra.cancer_waiting_times) parse_62_day_by_trust() (in module bolster.data_sources.nisra.cancer_waiting_times) parse_62_day_by_tumour() (in module bolster.data_sources.nisra.cancer_waiting_times) parse_age() (in module bolster.data_sources.nisra.claimant_count) parse_all_gp_practices() (in module bolster.data_sources.nisra.disease_prevalence) parse_all_tables() (in module bolster.data_sources.education_suspensions) parse_annual() (in module bolster.data_sources.psni) (in module bolster.data_sources.psni.police_ombudsman) parse_arrests() (in module bolster.data_sources.psni.pace) parse_ashe_annual_change_by_industry() (in module bolster.data_sources.nisra.ashe) parse_ashe_annual_change_by_occupation() (in module bolster.data_sources.nisra.ashe) parse_ashe_gender_pay_gap() (in module bolster.data_sources.nisra.ashe) parse_ashe_geography() (in module bolster.data_sources.nisra.ashe) parse_ashe_hourly_earnings_by_age_gender() (in module bolster.data_sources.nisra.ashe) parse_ashe_hourly_earnings_by_occupation_gender() (in module bolster.data_sources.nisra.ashe) parse_ashe_hourly_earnings_by_pattern_gender() (in module bolster.data_sources.nisra.ashe) parse_ashe_hourly_earnings_by_sector_gender() (in module bolster.data_sources.nisra.ashe) parse_ashe_hours_distribution() (in module bolster.data_sources.nisra.ashe) parse_ashe_mean_hours_by_pattern_gender() (in module bolster.data_sources.nisra.ashe) parse_ashe_ni_uk_earnings_comparison() (in module bolster.data_sources.nisra.ashe) parse_ashe_pay_distribution_by_classification() (in module bolster.data_sources.nisra.ashe) parse_ashe_pay_distribution_timeseries() (in module bolster.data_sources.nisra.ashe) parse_ashe_real_earnings() (in module bolster.data_sources.nisra.ashe) parse_ashe_real_earnings_change_by_pattern() (in module bolster.data_sources.nisra.ashe) parse_ashe_real_earnings_index_by_sector() (in module bolster.data_sources.nisra.ashe) parse_ashe_sector() (in module bolster.data_sources.nisra.ashe) parse_ashe_timeseries_annual() (in module bolster.data_sources.nisra.ashe) parse_ashe_timeseries_hourly() (in module bolster.data_sources.nisra.ashe) parse_ashe_timeseries_weekly() (in module bolster.data_sources.nisra.ashe) parse_ashe_uk_regional_pay_ratio() (in module bolster.data_sources.nisra.ashe) parse_ashe_working_pattern_pay_gap() (in module bolster.data_sources.nisra.ashe) parse_awareness() (in module bolster.data_sources.nisra.public_confidence) parse_baby_names_file() (in module bolster.data_sources.nisra.baby_names) parse_births_file() (in module bolster.data_sources.nisra.births) parse_breast_referrals() (in module bolster.data_sources.nisra.cancer_waiting_times) parse_child_protection_file() (in module bolster.data_sources.nisra.child_protection) parse_civil_partnerships_file() (in module bolster.data_sources.nisra.marriages) parse_construction_file() (in module bolster.data_sources.nisra.construction_output) parse_crime_statistics_file() (in module bolster.data_sources.psni) (in module bolster.data_sources.psni.crime_statistics) parse_data() (in module bolster.data_sources.nisra.emergency_care_waiting_times) parse_date() (in module bolster.utils.rss) parse_deaths_demographics() (in module bolster.data_sources.nisra.deaths) parse_deaths_file() (in module bolster.data_sources.nisra.deaths) parse_deaths_geography() (in module bolster.data_sources.nisra.deaths) parse_deaths_place() (in module bolster.data_sources.nisra.deaths) parse_deaths_totals() (in module bolster.data_sources.nisra.deaths) parse_driver_tests() (in module bolster.data_sources.dva) parse_economic_inactivity() (in module bolster.data_sources.nisra.labour_market) parse_elective_waiting_times_file() (in module bolster.data_sources.nisra.elective_waiting_times) parse_employment_by_age_sex() (in module bolster.data_sources.nisra.labour_market) parse_employment_by_lgd() (in module bolster.data_sources.nisra.labour_market) parse_feed_entry() (in module bolster.utils.rss) parse_geography() (in module bolster.data_sources.nisra.claimant_count) parse_gp_practice() (in module bolster.data_sources.nisra.disease_prevalence) parse_gp_practice_lookup() (in module bolster.data_sources.nisra.disease_prevalence) parse_headline() (in module bolster.data_sources.nisra.claimant_count) parse_hotel_occupancy_rates() (in module bolster.data_sources.nisra.tourism.occupancy) parse_iop_file() (in module bolster.data_sources.nisra.index_of_production)

parse_ios_file() (in module bolster.data_sources.nisra.index_of_services) parse_lgd_projections_file() (in module bolster.data_sources.nisra.population_projections) parse_lgd_statistics() (in module bolster.data_sources.nisra.registrar_general) parse_loneliness() (in module bolster.data_sources.nisra.wellbeing) parse_marriages_file() (in module bolster.data_sources.nisra.marriages) parse_ni_summary() (in module bolster.data_sources.nisra.disease_prevalence) parse_nicei_contributions() (in module bolster.data_sources.nisra.composite_index) parse_nicei_indices() (in module bolster.data_sources.nisra.composite_index) parse_official_migration_file() (in module bolster.data_sources.nisra.migration) parse_personal_wellbeing() (in module bolster.data_sources.nisra.wellbeing) parse_planning_applications() (in module bolster.data_sources.nisra.planning_statistics) parse_planning_by_council() (in module bolster.data_sources.nisra.planning_statistics) parse_population_file() (in module bolster.data_sources.nisra.population) parse_projections_file() (in module bolster.data_sources.nisra.population_projections) parse_qes_file() (in module bolster.data_sources.nisra.quarterly_employment_survey) parse_quarterly() (in module bolster.data_sources.psni) (in module bolster.data_sources.psni.police_ombudsman) parse_quarterly_births() (in module bolster.data_sources.nisra.registrar_general) parse_quarterly_deaths() (in module bolster.data_sources.nisra.registrar_general) parse_quarterly_tables() (in module bolster.data_sources.nisra.registrar_general) parse_rooms_beds_sold() (in module bolster.data_sources.nisra.tourism.occupancy) parse_rss_feed() (in module bolster.utils.rss) parse_self_efficacy() (in module bolster.data_sources.nisra.wellbeing) parse_soa() (in module bolster.data_sources.nisra.claimant_count) parse_ssa_occupancy_rates() (in module bolster.data_sources.nisra.tourism.occupancy) parse_ssa_rooms_beds_sold() (in module bolster.data_sources.nisra.tourism.occupancy) parse_stillbirths_file() (in module bolster.data_sources.nisra.stillbirths) parse_stop_search() (in module bolster.data_sources.psni.pace) parse_suspensions_file() (in module bolster.data_sources.education_suspensions) parse_theory_tests() (in module bolster.data_sources.dva) parse_trust() (in module bolster.data_sources.nisra.public_confidence) parse_vehicle_tests() (in module bolster.data_sources.dva) parse_waste_file() (in module bolster.data_sources.daera_waste) parse_work_quality_file() (in module bolster.data_sources.nisra.work_quality) ParseError, [1] parser_type (bolster.exceptions.ParseError attribute) (bolster.ParseError attribute) PLANNING_HUB_URL (in module bolster.data_sources.nisra.planning_statistics) poolmap() (in module bolster) POPULATION_BASE_URL (in module bolster.data_sources.nisra.population) POSTCODE bolster-water-quality command line option POSTCODE_DATASET_URL (in module bolster.data_sources.ni_water) pretty_print_request() (in module bolster) PROJECTIONS_INDEX_URL (in module bolster.data_sources.nisra.population_projections) psni() (in module bolster.cli) psni_crime_cmd() (in module bolster.cli) PSNI_OFFICIAL_STATS_URL (in module bolster.data_sources.psni.crime_statistics) psni_ombudsman_cmd() (in module bolster.cli) psni_pace_cmd() (in module bolster.cli) psni_rtc_cmd() (in module bolster.cli) PSNI_STATISTICS_EMAIL (in module bolster.data_sources.psni.crime_statistics) psni_stop_search_cmd() (in module bolster.cli) PSNIDataError PSNIDataNotFoundError (in module bolster.exceptions) PSNIDataStaleError PSNIValidationError (in module bolster.exceptions) published (bolster.utils.rss.FeedEntry attribute) pull_sources() (in module bolster.data_sources.ni_house_price_index) put_s3() (in module bolster.utils.aws)

Q

QES_BASE_URL (in module bolster.data_sources.nisra.quarterly_employment_survey) QES_STATS_URL (in module bolster.data_sources.nisra.quarterly_employment_survey) QUARTER_ORDER (in module bolster.data_sources.psni.stop_and_search)

QUERY bolster-companies-house command line option query() (in module bolster.utils.aws) query_basic_company_data() (in module bolster.data_sources.companies_house)

R

RateLimitAwareRetry (class in bolster.utils.web) REGISTRAR_GENERAL_BASE_URL (in module bolster.data_sources.nisra.registrar_general) REQUIRED_COLUMNS (in module bolster.data_sources.nisra.child_protection) (in module bolster.data_sources.nisra.elective_waiting_times) resilient_get() (in module bolster.utils.web) retry_count (bolster.exceptions.NetworkError attribute) (bolster.NetworkError attribute)

ROAD_SURFACE_CODES (in module bolster.data_sources.psni.road_traffic_collisions) round_to_month() (in module bolster.utils.dt) round_to_week() (in module bolster.utils.dt) rss() (in module bolster.cli) rss_nisra_statistics() (in module bolster.cli) rss_read() (in module bolster.cli)

S

save_xls() (in module bolster.utils.io) select_from_csv() (in module bolster.utils.aws) send_to_kinesis() (in module bolster.utils.aws) send_to_sqs() (in module bolster.utils.aws) session (in module bolster.utils.aws) (in module bolster.utils.web) set_keys() (in module bolster) SEVERITY_CODES (in module bolster.data_sources.psni.road_traffic_collisions) SHEET_14_DAY_HISTORIC (in module bolster.data_sources.nisra.cancer_waiting_times) SHEET_14_DAY_LEGACY (in module bolster.data_sources.nisra.cancer_waiting_times) SHEET_14_DAY_REGIONAL (in module bolster.data_sources.nisra.cancer_waiting_times) SHEET_31_DAY_TRUST (in module bolster.data_sources.nisra.cancer_waiting_times) SHEET_31_DAY_TUMOUR (in module bolster.data_sources.nisra.cancer_waiting_times) SHEET_62_DAY_TRUST (in module bolster.data_sources.nisra.cancer_waiting_times)

SHEET_62_DAY_TUMOUR (in module bolster.data_sources.nisra.cancer_waiting_times) SHEET_BREAST_REFERRALS (in module bolster.data_sources.nisra.cancer_waiting_times) SHEET_ENCOMPASS (in module bolster.data_sources.nisra.elective_waiting_times) SHEET_PRE_ENCOMPASS (in module bolster.data_sources.nisra.elective_waiting_times) source (bolster.DataNotFoundError attribute) (bolster.exceptions.DataNotFoundError attribute) SQSWrapper() (in module bolster.utils.aws) start_session() (in module bolster.utils.aws) status_code (bolster.exceptions.NetworkError attribute) (bolster.NetworkError attribute) STILLBIRTHS_PUBLICATION_URL (in module bolster.data_sources.nisra.stillbirths) stream (bolster.utils.aws.KinesisLoader attribute) submit_batch_until_successful() (bolster.utils.aws.KinesisLoader method) summary (bolster.utils.rss.FeedEntry attribute)

T

T_HARDNESS (in module bolster.data_sources.ni_water) TABLE_TRANSFORMATION_MAP (in module bolster.data_sources.ni_house_price_index) tag_gen() (in module bolster) timed() (in module bolster.utils) timeout (bolster.utils.cache.CachedDownloader attribute) title (bolster.utils.rss.Feed attribute) (bolster.utils.rss.FeedEntry attribute)

to_dict() (bolster.utils.rss.Feed method) (bolster.utils.rss.FeedEntry method) top_n() (in module bolster.stats) TOPIC_URL (in module bolster.data_sources.nisra.public_confidence) TOURISM_PUBLICATIONS_URL (in module bolster.data_sources.nisra.tourism.visitor_statistics) TqdmLoggingHandler (class in bolster.utils) transform_() (in module bolster) transform_sources() (in module bolster.data_sources.ni_house_price_index)

U

ua (in module bolster.utils.web) uncollect_object() (in module bolster) updated (bolster.utils.rss.Feed attribute) (bolster.utils.rss.FeedEntry attribute)

url (bolster.DataNotFoundError attribute) (bolster.exceptions.DataNotFoundError attribute) (bolster.exceptions.NetworkError attribute) (bolster.NetworkError attribute) utc_midnight_on() (in module bolster.utils.dt)

V

validate_against_monthly_births() (in module bolster.data_sources.nisra.registrar_general) validate_against_monthly_marriages() (in module bolster.data_sources.nisra.registrar_general) validate_ashe_data() (in module bolster.data_sources.nisra.ashe) validate_baby_names() (in module bolster.data_sources.nisra.baby_names) validate_births_totals() (in module bolster.data_sources.nisra.births) validate_child_protection_data() (in module bolster.data_sources.nisra.child_protection) validate_claimant_count() (in module bolster.data_sources.nisra.claimant_count) validate_complaints() (in module bolster.data_sources.psni) (in module bolster.data_sources.psni.police_ombudsman) validate_composite_index_data() (in module bolster.data_sources.nisra.composite_index) validate_construction_data() (in module bolster.data_sources.nisra.construction_output) validate_crime_statistics() (in module bolster.data_sources.psni) (in module bolster.data_sources.psni.crime_statistics) validate_data() (in module bolster.data_sources.gender_pay_gap) (in module bolster.data_sources.nisra.emergency_care_waiting_times) (in module bolster.data_sources.nisra.planning_statistics) (in module bolster.data_sources.nisra.registrar_general) (in module bolster.data_sources.psni.road_traffic_collisions) validate_deaths_data() (in module bolster.data_sources.nisra.deaths) validate_demographic_equation() (in module bolster.data_sources.nisra.migration) validate_disease_prevalence() (in module bolster.data_sources.nisra.disease_prevalence) validate_dva_test_data() (in module bolster.data_sources.dva) validate_election_results() (in module bolster.data_sources.eoni) validate_elective_waiting_times() (in module bolster.data_sources.nisra.elective_waiting_times) validate_iop_data() (in module bolster.data_sources.nisra.index_of_production)

validate_ios_data() (in module bolster.data_sources.nisra.index_of_services) validate_labour_market_data() (in module bolster.data_sources.nisra.labour_market) validate_lgd_projections() (in module bolster.data_sources.nisra.population_projections) validate_marriages_temporal_continuity() (in module bolster.data_sources.nisra.marriages) validate_occupancy_data() (in module bolster.data_sources.nisra.tourism.occupancy) validate_official_migration() (in module bolster.data_sources.nisra.migration) validate_pace() (in module bolster.data_sources.psni.pace) validate_performance_data() (in module bolster.data_sources.nisra.cancer_waiting_times) validate_personal_wellbeing() (in module bolster.data_sources.nisra.wellbeing) validate_population_totals() (in module bolster.data_sources.nisra.population) validate_projection_coverage() (in module bolster.data_sources.nisra.population_projections) validate_projections_totals() (in module bolster.data_sources.nisra.population_projections) validate_public_confidence() (in module bolster.data_sources.nisra.public_confidence) validate_qes_data() (in module bolster.data_sources.nisra.quarterly_employment_survey) validate_rtc_data() (in module bolster.data_sources.psni) validate_stillbirths_data() (in module bolster.data_sources.nisra.stillbirths) validate_stop_and_search() (in module bolster.data_sources.psni.stop_and_search) validate_suspensions_data() (in module bolster.data_sources.education_suspensions) validate_visitor_statistics() (in module bolster.data_sources.nisra.tourism.visitor_statistics) validate_waste_data() (in module bolster.data_sources.daera_waste) validate_work_quality_data() (in module bolster.data_sources.nisra.work_quality) validation_type (bolster.exceptions.ValidationError attribute) (bolster.ValidationError attribute) ValidationError, [1] VEHICLE_TYPE_CODES (in module bolster.data_sources.psni.road_traffic_collisions) version_no (in module bolster.utils)

W

water_quality() (in module bolster.cli) WATER_QUALITY_CSV_URL (in module bolster.data_sources.ni_water) WEATHER_CODES (in module bolster.data_sources.psni.road_traffic_collisions) WEEKLY_DEATHS_BASE_URL (in module bolster.data_sources.nisra.deaths)

WEEKLY_DEATHS_LANDING_PAGE (in module bolster.data_sources.nisra.deaths) WELLBEING_BASE_URL (in module bolster.data_sources.nisra.wellbeing) WORK_QUALITY_INDEX_URL (in module bolster.data_sources.nisra.work_quality) working_directory() (in module bolster)