diff --git a/dataset-stats/size.ipynb b/dataset-stats/size.ipynb index 6f6bbec..80f6897 100644 --- a/dataset-stats/size.ipynb +++ b/dataset-stats/size.ipynb @@ -25,7 +25,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Find the number of observations in each dataset" + "Find the distinct datasets" ] }, { @@ -54,145 +54,6 @@ " \n", " \n", " \n", - " Observations\n", - " \n", - " \n", - " \n", - " \n", - " http://gss-data.org.uk/data/hmrc-regional-trade-statistics\n", - " 3241972\n", - " \n", - " \n", - " http://gss-data.org.uk/data/hmrc-overseas-trade-statistics\n", - " 1499970\n", - " \n", - " \n", - " http://gss-data.org.uk/data/ons-cpa\n", - " 399992\n", - " \n", - " \n", - " http://gss-data.org.uk/data/ons-trade-in-goods-mrets\n", - " 264270\n", - " \n", - " \n", - " http://gss-data.org.uk/data/ons-bop-individual-country-data\n", - " 80756\n", - " \n", - " \n", - " http://gss-data.org.uk/data/ons-pink-book-chapter-3\n", - " 5378\n", - " \n", - " \n", - " http://gss-data.org.uk/data/ons-ltim-age-and-sex\n", - " 2819\n", - " \n", - " \n", - " http://gss-data.org.uk/data/ons-abs\n", - " 2025\n", - " \n", - " \n", - " http://gss-data.org.uk/data/ons-ltim-citizenship\n", - " 1706\n", - " \n", - " \n", - " http://gss-data.org.uk/data/ons-ltim-country-of-residence\n", - " 1472\n", - " \n", - " \n", - " http://gss-data.org.uk/data/ons-ltim-uk-destination-or-origin\n", - " 1208\n", - " \n", - " \n", - " http://gss-data.org.uk/data/ons-ltim-occupation\n", - " 947\n", - " \n", - " \n", - " http://gss-data.org.uk/data/hmrc-uk-trade-in-goods-statistics-by-business-characteristics-2015\n", - " 947\n", - " \n", - " \n", - " http://gss-data.org.uk/data/ons-ltim-reason-for-migration\n", - " 828\n", - " \n", - " \n", - " http://gss-data.org.uk/data/ons-balance-of-payments\n", - " 396\n", - " \n", - " \n", - "\n", - "" - ], - "text/plain": [ - " Observations\n", - "http://gss-data.org.uk/data/hmrc-regional-trade... 3241972\n", - "http://gss-data.org.uk/data/hmrc-overseas-trade... 1499970\n", - "http://gss-data.org.uk/data/ons-cpa 399992\n", - "http://gss-data.org.uk/data/ons-trade-in-goods-... 264270\n", - "http://gss-data.org.uk/data/ons-bop-individual-... 80756\n", - "http://gss-data.org.uk/data/ons-pink-book-chapt... 5378\n", - "http://gss-data.org.uk/data/ons-ltim-age-and-sex 2819\n", - "http://gss-data.org.uk/data/ons-abs 2025\n", - "http://gss-data.org.uk/data/ons-ltim-citizenship 1706\n", - "http://gss-data.org.uk/data/ons-ltim-country-of... 1472\n", - "http://gss-data.org.uk/data/ons-ltim-uk-destina... 1208\n", - "http://gss-data.org.uk/data/ons-ltim-occupation 947\n", - "http://gss-data.org.uk/data/hmrc-uk-trade-in-go... 947\n", - "http://gss-data.org.uk/data/ons-ltim-reason-for... 828\n", - "http://gss-data.org.uk/data/ons-balance-of-paym... 396" - ] - }, - "execution_count": 2, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "sparql.setQuery(\"\"\"\n", - "PREFIX rdfs: \n", - "PREFIX qb: \n", - "\n", - "SELECT (COUNT(?obs) AS ?observations) ?dataset\n", - "WHERE {\n", - " ?obs a qb:Observation ;\n", - " qb:dataSet ?dataset .\n", - "} GROUP BY ?dataset ORDER BY DESC(?observations)\n", - "\"\"\")\n", - "\n", - "table = pd.DataFrame()\n", - "table['Observations'] = pd.Series({\n", - " res['dataset'].value : res['observations'].value\n", - " for res in sparql.query().bindings\n", - "})\n", - "table" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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ObservationsLabelGraphFamily
http://gss-data.org.uk/data/hmrc-regional-trade-statistics3241972HMRC Regional Trade Statisticshttp://gss-data.org.uk/graph/hmrc-regional-tra...Trade
http://gss-data.org.uk/data/hmrc-overseas-trade-statistics1499970HMRC Overseas Trade Statisticshttp://gss-data.org.uk/graph/hmrc-overseas-tra...Trade
http://gss-data.org.uk/data/ons-cpa399992ONS CPAhttp://gss-data.org.uk/graph/ons-cpaTrade
http://gss-data.org.uk/data/ons-trade-in-goods-mrets264270ONS Trade in goods MRETShttp://gss-data.org.uk/graph/ons-trade-in-good...Trade
http://gss-data.org.uk/data/ons-bop-individual-country-data80756ONS BoP Individual Country Datahttp://gss-data.org.uk/graph/ons-bop-individua...Trade
http://gss-data.org.uk/data/ons-pink-book-chapter-35378ONS Pink Book Chapter 3http://gss-data.org.uk/graph/ons-pink-book-cha...Trade
http://gss-data.org.uk/data/ons-ltim-age-and-sex2819ONS LTIM Age and Sexhttp://gss-data.org.uk/graph/ons-ltim-age-and-sexMigration
http://gss-data.org.uk/data/ons-abs2025ONS ABShttp://gss-data.org.uk/graph/ons-abshttp://gss-data.org.uk/data/ons-bop-individual-country-dataONS BoP Individual Country Datahttp://gss-data.org.uk/graph/ons-bop-individua...Trade
http://gss-data.org.uk/data/ons-ltim-citizenship1706ONS LTIM citizenshiphttp://gss-data.org.uk/graph/ons-ltim-citizenshiphttp://gss-data.org.uk/data/gss_data/migration/nisra-ni-migration-estimatesMid-Year Population Estimateshttp://gss-data.org.uk/graph/gss_data/migratio...Migration
http://gss-data.org.uk/data/ons-ltim-country-of-residence1472ONS LTIM country of residencehttp://gss-data.org.uk/graph/ons-ltim-country-...http://gss-data.org.uk/data/gss_data/migration/scotland-overseasMigration between Scotland and Overseashttp://gss-data.org.uk/graph/gss_data/migratio...Migration
http://gss-data.org.uk/data/ons-ltim-uk-destination-or-origin1208ONS LTIM UK Destination or Originhttp://gss-data.org.uk/graph/ons-ltim-uk-desti...http://gss-data.org.uk/data/gss_data/migration/dwp-nin-registrations-to-overseas-nationalsNational Insurance number allocations to adult...http://gss-data.org.uk/graph/gss_data/migratio...Migration
http://gss-data.org.uk/data/ons-ltim-occupation947ONS LTIM Occupationhttp://gss-data.org.uk/graph/ons-ltim-occupationhttp://gss-data.org.uk/data/gss_data/migration/ons-local-area-migration-indicatorsLocal area migration indicators, UKhttp://gss-data.org.uk/graph/gss_data/migratio...Migration
http://gss-data.org.uk/data/hmrc-uk-trade-in-goods-statistics-by-business-characteristics-2015947HMRC UK Trade in Goods Statistics by Business ...http://gss-data.org.uk/graph/hmrc-uk-trade-in-...Tradehttp://gss-data.org.uk/data/gss_data/migration/ons-ltim-age-and-sexLong-term international migration 2.07, age an...http://gss-data.org.uk/graph/gss_data/migratio...Migration
http://gss-data.org.uk/data/ons-ltim-reason-for-migration828http://gss-data.org.uk/data/gss_data/migration/ons-ltim-uk-destination-or-originLong-term international migration 2.06, area o...http://gss-data.org.uk/graph/ons-ltim-reason-f...http://gss-data.org.uk/graph/gss_data/migratio...Migration
http://gss-data.org.uk/data/ons-balance-of-payments396ONS Balance of Paymentshttp://gss-data.org.uk/graph/ons-balance-of-pa...http://gss-data.org.uk/data/gss_data/migration/ons-ltim-citizenshipLong-term international migration 2.01a, citiz...http://gss-data.org.uk/graph/gss_data/migratio...Migration
http://gss-data.org.uk/data/gss_data/migration/ons-ltim-country-of-residenceLong-term international migration 2.02, countr...http://gss-data.org.uk/graph/gss_data/migratio...Migration
http://gss-data.org.uk/data/gss_data/migration/ons-ltim-occupationLong-term international migration 2.05, usual ...http://gss-data.org.uk/graph/gss_data/migratio...Migration
http://gss-data.org.uk/data/gss_data/migration/ons-ltim-reason-for-migrationLong-term international migration 2.04, main r...http://gss-data.org.uk/graph/gss_data/migratio...Migration
http://gss-data.org.uk/data/gss_data/migration/ons-ltim-passenger-survey-4-02International Passenger Survey 4.02, main reas...http://gss-data.org.uk/graph/gss_data/migratio...Migration
http://gss-data.org.uk/data/gss_data/migration/ons-ltim-passenger-survey-4-04International Passenger Survey 4.04, area of d...http://gss-data.org.uk/graph/gss_data/migratio...Migration
http://gss-data.org.uk/data/gss_data/migration/ons-ltim-passenger-survey-4-01International Passenger Survey 4.01, citizensh...http://gss-data.org.uk/graph/gss_data/migratio...Migration
http://gss-data.org.uk/data/gss_data/migration/ho-entry-visasImmigration statistics, October to December 20...http://gss-data.org.uk/graph/gss_data/migratio...Migration
http://gss-data.org.uk/data/gss_data/health/hmrc_alcohol_bulletinAlcohol Dutyhttp://gss-data.org.uk/graph/gss_data/health/h...Health
http://gss-data.org.uk/data/gss_data/health/doh-ni-drug-alcohol-treatment-servicesCensus of drug and alcohol treatment services ...http://gss-data.org.uk/graph/gss_data/health/d...Health
http://gss-data.org.uk/data/gss_data/trade/ons_bopBalance of paymentshttp://gss-data.org.uk/graph/gss_data/trade/on...Trade
http://gss-data.org.uk/data/gss_data/health/ons_alcohol_deaths_ukAlcohol-specific deaths in the UKhttp://gss-data.org.uk/graph/gss_data/health/o...Health
http://gss-data.org.uk/data/gss_data/trade/hmrc_tradeUK Trade in Goods by Business Characteristics ...http://gss-data.org.uk/graph/gss_data/trade/hm...Trade
http://gss-data.org.uk/data/gss_data/trade/ons-trade-in-goodsTrade in goods: country-by-commodity imports a...http://gss-data.org.uk/graph/gss_data/trade/on...Trade
http://gss-data.org.uk/data/gss_data/trade/ons-uk-trade-in-servicesUK trade in services: service type by partner ...http://gss-data.org.uk/graph/gss_data/trade/on...Trade
http://gss-data.org.uk/data/gss_data/trade/ons_mretsUK trade time serieshttp://gss-data.org.uk/graph/gss_data/trade/on...Trade
http://gss-data.org.uk/data/gss_data/trade/ons_absAnnual Business Survey importers and exportershttp://gss-data.org.uk/graph/gss_data/trade/on...Trade
http://gss-data.org.uk/data/gss_data/trade/ons-fdiForeign direct investment involving UK companieshttp://gss-data.org.uk/graph/gss_data/trade/on...Trade
http://gss-data.org.uk/data/gss_data/trade/ons-international-trade-in-servicesInternational trade in serviceshttp://gss-data.org.uk/graph/gss_data/trade/on...Trade
http://gss-data.org.uk/data/gss_data/trade/hmrc_rtsUK Regional Trade Statistics (RTShttp://gss-data.org.uk/graph/gss_data/trade/hm...Trade
http://gss-data.org.uk/data/gss_data/trade/ons_cpaUK trade in goods by classification of product...http://gss-data.org.uk/graph/gss_data/trade/on...Trade
http://gss-data.org.uk/data/gss_data/trade/ons-reuk-serviceRegionalised estimates of UK service exportshttp://gss-data.org.uk/graph/gss_data/trade/on...Trade
............
http://gss-data.org.uk/data/gss_data/disability/phe-co-occurring-substance-misuse-and-mental-health-issues-district-ua-deprivation-deciles-in-england-imd2015-419-geogCo-occurring substance misuse and mental healt...http://gss-data.org.uk/graph/gss_data/disabili...Disability
http://gss-data.org.uk/data/gss_data/disability/phe-co-occurring-substance-misuse-and-mental-health-issues-district-ua-deprivation-deciles-in-england-imd2019-419-geogCo-occurring substance misuse and mental healt...http://gss-data.org.uk/graph/gss_data/disabili...Disability
http://gss-data.org.uk/data/gss_data/disability/phe-co-occurring-substance-misuse-and-mental-health-issues-district-ua-pre-apr2019-deprivation-deciles-in-england-imd2015Co-occurring substance misuse and mental healt...http://gss-data.org.uk/graph/gss_data/disabili...Disability
http://gss-data.org.uk/data/gss_data/disability/phe-co-occurring-substance-misuse-and-mental-health-issues-ethnic-groupsCo-occurring substance misuse and mental healt...http://gss-data.org.uk/graph/gss_data/disabili...Disability
http://gss-data.org.uk/data/gss_data/disability/phe-co-occurring-substance-misuse-and-mental-health-issues-health-statusCo-occurring substance misuse and mental healt...http://gss-data.org.uk/graph/gss_data/disabili...Disability
http://gss-data.org.uk/data/gss_data/disability/phe-co-occurring-substance-misuse-and-mental-health-issues-lsoa11-deprivation-deciles-in-england-imd2015Co-occurring substance misuse and mental healt...http://gss-data.org.uk/graph/gss_data/disabili...Disability
http://gss-data.org.uk/data/gss_data/disability/phe-co-occurring-substance-misuse-and-mental-health-issues-religion-8-categoriesCo-occurring substance misuse and mental healt...http://gss-data.org.uk/graph/gss_data/disabili...Disability
http://gss-data.org.uk/data/gss_data/disability/phe-co-occurring-substance-misuse-and-mental-health-issues-sexuality-5-categoriesCo-occurring substance misuse and mental healt...http://gss-data.org.uk/graph/gss_data/disabili...Disability
http://gss-data.org.uk/data/gss_data/disability/phe-co-occurring-substance-misuse-and-mental-health-issues-socioeconomic-group-18-64-yrsCo-occurring substance misuse and mental healt...http://gss-data.org.uk/graph/gss_data/disabili...Disability
http://gss-data.org.uk/data/gss_data/disability/phe-co-occurring-substance-misuse-and-mental-health-issuesCo-occurring substance misuse and mental healt...http://gss-data.org.uk/graph/gss_data/disabili...Disability
http://gss-data.org.uk/data/gss_data/disability/sg-homelessness-in-scotland-annual-publication/homelessness-in-scotland-applications-main-reason-for-making-an-application-for-homelenessness-to-a-local-authorityHomelessness in Scotland: Applications: Main r...http://gss-data.org.uk/graph/gss_data/disabili...Disability
http://gss-data.org.uk/data/gss_data/disability/sg-homelessness-in-scotland-annual-publication/homelessness-in-scotland-applications-reasons-for-failing-to-maintain-accommodation-prior-to-applicationHomelessness in Scotland: Applications: Reason...http://gss-data.org.uk/graph/gss_data/disabili...Disability
http://gss-data.org.uk/data/gss_data/disability/sg-homelessness-in-scotland-annual-publication/homelessness-in-scotland-applications-support-need-identified-for-those-homeless-or-threatened-with-homelessness-householdsHomelessness in Scotland: Applications: Suppor...http://gss-data.org.uk/graph/gss_data/disabili...Disability
http://gss-data.org.uk/data/gss_data/disability/sg-homelessness-in-scotland-annual-publication/homelessness-in-scotland-identified-support-needs-of-homeless-householdsHomelessness in Scotland: Identified Support N...http://gss-data.org.uk/graph/gss_data/disabili...Disability
http://gss-data.org.uk/data/gss_data/disability/sg-homelessness-in-scotland-annual-publication/homelessness-in-scotland-reason-for-failing-to-maintain-accommodationHomelessness in Scotland: Reason(s) for failin...http://gss-data.org.uk/graph/gss_data/disabili...Disability
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http://gss-data.org.uk/data/gss_data/disability/phe-co-occurring-substance-misuse-and-mental-health-issues/county-ua-deprivation-deciles-in-england-imd2010Co-occurring substance misuse and mental healt...http://gss-data.org.uk/graph/gss_data/disabili...Disability
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94 rows × 3 columns

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" ], "text/plain": [ - " Observations \\\n", - "http://gss-data.org.uk/data/hmrc-regional-trade... 3241972 \n", - "http://gss-data.org.uk/data/hmrc-overseas-trade... 1499970 \n", - "http://gss-data.org.uk/data/ons-cpa 399992 \n", - "http://gss-data.org.uk/data/ons-trade-in-goods-... 264270 \n", - "http://gss-data.org.uk/data/ons-bop-individual-... 80756 \n", - "http://gss-data.org.uk/data/ons-pink-book-chapt... 5378 \n", - "http://gss-data.org.uk/data/ons-ltim-age-and-sex 2819 \n", - "http://gss-data.org.uk/data/ons-abs 2025 \n", - "http://gss-data.org.uk/data/ons-ltim-citizenship 1706 \n", - "http://gss-data.org.uk/data/ons-ltim-country-of... 1472 \n", - "http://gss-data.org.uk/data/ons-ltim-uk-destina... 1208 \n", - "http://gss-data.org.uk/data/ons-ltim-occupation 947 \n", - "http://gss-data.org.uk/data/hmrc-uk-trade-in-go... 947 \n", - "http://gss-data.org.uk/data/ons-ltim-reason-for... 828 \n", - "http://gss-data.org.uk/data/ons-balance-of-paym... 396 \n", - "\n", " Label \\\n", - "http://gss-data.org.uk/data/hmrc-regional-trade... HMRC Regional Trade Statistics \n", - "http://gss-data.org.uk/data/hmrc-overseas-trade... HMRC Overseas Trade Statistics \n", - "http://gss-data.org.uk/data/ons-cpa ONS CPA \n", - "http://gss-data.org.uk/data/ons-trade-in-goods-... ONS Trade in goods MRETS \n", - "http://gss-data.org.uk/data/ons-bop-individual-... ONS BoP Individual Country Data \n", "http://gss-data.org.uk/data/ons-pink-book-chapt... ONS Pink Book Chapter 3 \n", - "http://gss-data.org.uk/data/ons-ltim-age-and-sex ONS LTIM Age and Sex \n", - "http://gss-data.org.uk/data/ons-abs ONS ABS \n", - "http://gss-data.org.uk/data/ons-ltim-citizenship ONS LTIM citizenship \n", - "http://gss-data.org.uk/data/ons-ltim-country-of... ONS LTIM country of residence \n", - "http://gss-data.org.uk/data/ons-ltim-uk-destina... ONS LTIM UK Destination or Origin \n", - "http://gss-data.org.uk/data/ons-ltim-occupation ONS LTIM Occupation \n", - "http://gss-data.org.uk/data/hmrc-uk-trade-in-go... HMRC UK Trade in Goods Statistics by Business ... \n", - "http://gss-data.org.uk/data/ons-ltim-reason-for... Long-term international migration 2.06, area o... \n", - "http://gss-data.org.uk/data/ons-balance-of-paym... ONS Balance of Payments \n", + "http://gss-data.org.uk/data/ons-bop-individual-... ONS BoP Individual Country Data \n", + "http://gss-data.org.uk/data/gss_data/migration/... Mid-Year Population Estimates \n", + "http://gss-data.org.uk/data/gss_data/migration/... Migration between Scotland and Overseas \n", + "http://gss-data.org.uk/data/gss_data/migration/... National Insurance number allocations to adult... \n", + "http://gss-data.org.uk/data/gss_data/migration/... Local area migration indicators, UK \n", + "http://gss-data.org.uk/data/gss_data/migration/... Long-term international migration 2.07, age an... \n", + "http://gss-data.org.uk/data/gss_data/migration/... Long-term international migration 2.06, area o... \n", + "http://gss-data.org.uk/data/gss_data/migration/... Long-term international migration 2.01a, citiz... \n", + "http://gss-data.org.uk/data/gss_data/migration/... Long-term international migration 2.02, countr... \n", + "http://gss-data.org.uk/data/gss_data/migration/... Long-term international migration 2.05, usual ... \n", + "http://gss-data.org.uk/data/gss_data/migration/... Long-term international migration 2.04, main r... \n", + "http://gss-data.org.uk/data/gss_data/migration/... International Passenger Survey 4.02, main reas... \n", + "http://gss-data.org.uk/data/gss_data/migration/... International Passenger Survey 4.04, area of d... \n", + "http://gss-data.org.uk/data/gss_data/migration/... International Passenger Survey 4.01, citizensh... \n", + "http://gss-data.org.uk/data/gss_data/migration/... Immigration statistics, October to December 20... \n", + "http://gss-data.org.uk/data/gss_data/health/hmr... Alcohol Duty \n", + "http://gss-data.org.uk/data/gss_data/health/doh... Census of drug and alcohol treatment services ... \n", + "http://gss-data.org.uk/data/gss_data/trade/ons_bop Balance of payments \n", + "http://gss-data.org.uk/data/gss_data/health/ons... Alcohol-specific deaths in the UK \n", + "http://gss-data.org.uk/data/gss_data/trade/hmrc... UK Trade in Goods by Business Characteristics ... \n", + "http://gss-data.org.uk/data/gss_data/trade/ons-... Trade in goods: country-by-commodity imports a... \n", + "http://gss-data.org.uk/data/gss_data/trade/ons-... UK trade in services: service type by partner ... \n", + "http://gss-data.org.uk/data/gss_data/trade/ons_... UK trade time series \n", + "http://gss-data.org.uk/data/gss_data/trade/ons_abs Annual Business Survey importers and exporters \n", + "http://gss-data.org.uk/data/gss_data/trade/ons-fdi Foreign direct investment involving UK companies \n", + "http://gss-data.org.uk/data/gss_data/trade/ons-... International trade in services \n", + "http://gss-data.org.uk/data/gss_data/trade/hmrc... UK Regional Trade Statistics (RTS \n", + "http://gss-data.org.uk/data/gss_data/trade/ons_cpa UK trade in goods by classification of product... \n", + "http://gss-data.org.uk/data/gss_data/trade/ons-... Regionalised estimates of UK service exports \n", + "... ... \n", + "http://gss-data.org.uk/data/gss_data/disability... Co-occurring substance misuse and mental healt... \n", + "http://gss-data.org.uk/data/gss_data/disability... Co-occurring substance misuse and mental healt... \n", + "http://gss-data.org.uk/data/gss_data/disability... Co-occurring substance misuse and mental healt... \n", + "http://gss-data.org.uk/data/gss_data/disability... Co-occurring substance misuse and mental healt... \n", + "http://gss-data.org.uk/data/gss_data/disability... Co-occurring substance misuse and mental healt... \n", + "http://gss-data.org.uk/data/gss_data/disability... Co-occurring substance misuse and mental healt... \n", + "http://gss-data.org.uk/data/gss_data/disability... Co-occurring substance misuse and mental healt... \n", + "http://gss-data.org.uk/data/gss_data/disability... Co-occurring substance misuse and mental healt... \n", + "http://gss-data.org.uk/data/gss_data/disability... Co-occurring substance misuse and mental healt... \n", + "http://gss-data.org.uk/data/gss_data/disability... Co-occurring substance misuse and mental healt... \n", + "http://gss-data.org.uk/data/gss_data/disability... Homelessness in Scotland: Applications: Main r... \n", + "http://gss-data.org.uk/data/gss_data/disability... Homelessness in Scotland: Applications: Reason... \n", + "http://gss-data.org.uk/data/gss_data/disability... Homelessness in Scotland: Applications: Suppor... \n", + "http://gss-data.org.uk/data/gss_data/disability... Homelessness in Scotland: Identified Support N... \n", + "http://gss-data.org.uk/data/gss_data/disability... Homelessness in Scotland: Reason(s) for failin... \n", + "http://gss-data.org.uk/data/gss_data/disability... Co-occurring substance misuse and mental healt... \n", + "http://gss-data.org.uk/data/gss_data/disability... Co-occurring substance misuse and mental healt... \n", + "http://gss-data.org.uk/data/gss_data/disability... Co-occurring substance misuse and mental healt... \n", + "http://gss-data.org.uk/data/gss_data/disability... Co-occurring substance misuse and mental healt... \n", + "http://gss-data.org.uk/data/gss_data/disability... Co-occurring substance misuse and mental healt... \n", + "http://gss-data.org.uk/data/gss_data/disability... Co-occurring substance misuse and mental healt... \n", + "http://gss-data.org.uk/data/gss_data/disability... Co-occurring substance misuse and mental healt... \n", + "http://gss-data.org.uk/data/gss_data/disability... Co-occurring substance misuse and mental healt... \n", + "http://gss-data.org.uk/data/gss_data/disability... Co-occurring substance misuse and mental healt... \n", + "http://gss-data.org.uk/data/gss_data/disability... Co-occurring substance misuse and mental healt... \n", + "http://gss-data.org.uk/data/gss_data/disability... Co-occurring substance misuse and mental healt... \n", + "http://gss-data.org.uk/data/gss_data/disability... Co-occurring substance misuse and mental healt... \n", + "http://gss-data.org.uk/data/gss_data/disability... Co-occurring substance misuse and mental healt... \n", + "http://gss-data.org.uk/data/gss_data/disability... Co-occurring substance misuse and mental healt... \n", + "http://gss-data.org.uk/data/gss_data/disability... Co-occurring substance misuse and mental healt... \n", "\n", " Graph \\\n", - "http://gss-data.org.uk/data/hmrc-regional-trade... http://gss-data.org.uk/graph/hmrc-regional-tra... \n", - "http://gss-data.org.uk/data/hmrc-overseas-trade... http://gss-data.org.uk/graph/hmrc-overseas-tra... \n", - "http://gss-data.org.uk/data/ons-cpa http://gss-data.org.uk/graph/ons-cpa \n", - "http://gss-data.org.uk/data/ons-trade-in-goods-... http://gss-data.org.uk/graph/ons-trade-in-good... \n", - "http://gss-data.org.uk/data/ons-bop-individual-... http://gss-data.org.uk/graph/ons-bop-individua... \n", "http://gss-data.org.uk/data/ons-pink-book-chapt... http://gss-data.org.uk/graph/ons-pink-book-cha... \n", - "http://gss-data.org.uk/data/ons-ltim-age-and-sex http://gss-data.org.uk/graph/ons-ltim-age-and-sex \n", - "http://gss-data.org.uk/data/ons-abs http://gss-data.org.uk/graph/ons-abs \n", - "http://gss-data.org.uk/data/ons-ltim-citizenship http://gss-data.org.uk/graph/ons-ltim-citizenship \n", - "http://gss-data.org.uk/data/ons-ltim-country-of... http://gss-data.org.uk/graph/ons-ltim-country-... \n", - "http://gss-data.org.uk/data/ons-ltim-uk-destina... http://gss-data.org.uk/graph/ons-ltim-uk-desti... \n", - "http://gss-data.org.uk/data/ons-ltim-occupation http://gss-data.org.uk/graph/ons-ltim-occupation \n", - "http://gss-data.org.uk/data/hmrc-uk-trade-in-go... http://gss-data.org.uk/graph/hmrc-uk-trade-in-... \n", - "http://gss-data.org.uk/data/ons-ltim-reason-for... http://gss-data.org.uk/graph/ons-ltim-reason-f... \n", - "http://gss-data.org.uk/data/ons-balance-of-paym... http://gss-data.org.uk/graph/ons-balance-of-pa... \n", + "http://gss-data.org.uk/data/ons-bop-individual-... http://gss-data.org.uk/graph/ons-bop-individua... \n", + "http://gss-data.org.uk/data/gss_data/migration/... http://gss-data.org.uk/graph/gss_data/migratio... \n", + "http://gss-data.org.uk/data/gss_data/migration/... http://gss-data.org.uk/graph/gss_data/migratio... \n", + "http://gss-data.org.uk/data/gss_data/migration/... http://gss-data.org.uk/graph/gss_data/migratio... \n", + "http://gss-data.org.uk/data/gss_data/migration/... http://gss-data.org.uk/graph/gss_data/migratio... \n", + "http://gss-data.org.uk/data/gss_data/migration/... http://gss-data.org.uk/graph/gss_data/migratio... \n", + "http://gss-data.org.uk/data/gss_data/migration/... http://gss-data.org.uk/graph/gss_data/migratio... \n", + "http://gss-data.org.uk/data/gss_data/migration/... http://gss-data.org.uk/graph/gss_data/migratio... \n", + "http://gss-data.org.uk/data/gss_data/migration/... http://gss-data.org.uk/graph/gss_data/migratio... \n", + "http://gss-data.org.uk/data/gss_data/migration/... http://gss-data.org.uk/graph/gss_data/migratio... \n", + "http://gss-data.org.uk/data/gss_data/migration/... http://gss-data.org.uk/graph/gss_data/migratio... \n", + "http://gss-data.org.uk/data/gss_data/migration/... http://gss-data.org.uk/graph/gss_data/migratio... \n", + "http://gss-data.org.uk/data/gss_data/migration/... http://gss-data.org.uk/graph/gss_data/migratio... \n", + "http://gss-data.org.uk/data/gss_data/migration/... http://gss-data.org.uk/graph/gss_data/migratio... \n", + "http://gss-data.org.uk/data/gss_data/migration/... http://gss-data.org.uk/graph/gss_data/migratio... \n", + "http://gss-data.org.uk/data/gss_data/health/hmr... http://gss-data.org.uk/graph/gss_data/health/h... \n", + "http://gss-data.org.uk/data/gss_data/health/doh... http://gss-data.org.uk/graph/gss_data/health/d... \n", + "http://gss-data.org.uk/data/gss_data/trade/ons_bop http://gss-data.org.uk/graph/gss_data/trade/on... \n", + "http://gss-data.org.uk/data/gss_data/health/ons... http://gss-data.org.uk/graph/gss_data/health/o... \n", + "http://gss-data.org.uk/data/gss_data/trade/hmrc... http://gss-data.org.uk/graph/gss_data/trade/hm... \n", + "http://gss-data.org.uk/data/gss_data/trade/ons-... http://gss-data.org.uk/graph/gss_data/trade/on... \n", + 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"http://gss-data.org.uk/data/gss_data/disability... http://gss-data.org.uk/graph/gss_data/disabili... \n", + "http://gss-data.org.uk/data/gss_data/disability... http://gss-data.org.uk/graph/gss_data/disabili... \n", "\n", - " Family \n", - "http://gss-data.org.uk/data/hmrc-regional-trade... 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Migration \n", + "http://gss-data.org.uk/data/gss_data/migration/... Migration \n", + "http://gss-data.org.uk/data/gss_data/health/hmr... Health \n", + "http://gss-data.org.uk/data/gss_data/health/doh... Health \n", + "http://gss-data.org.uk/data/gss_data/trade/ons_bop Trade \n", + "http://gss-data.org.uk/data/gss_data/health/ons... Health \n", + "http://gss-data.org.uk/data/gss_data/trade/hmrc... Trade \n", + "http://gss-data.org.uk/data/gss_data/trade/ons-... Trade \n", + "http://gss-data.org.uk/data/gss_data/trade/ons-... Trade \n", + "http://gss-data.org.uk/data/gss_data/trade/ons_... Trade \n", + "http://gss-data.org.uk/data/gss_data/trade/ons_abs Trade \n", + "http://gss-data.org.uk/data/gss_data/trade/ons-fdi Trade \n", + "http://gss-data.org.uk/data/gss_data/trade/ons-... Trade \n", + "http://gss-data.org.uk/data/gss_data/trade/hmrc... Trade \n", + "http://gss-data.org.uk/data/gss_data/trade/ons_cpa Trade \n", + "http://gss-data.org.uk/data/gss_data/trade/ons-... Trade \n", + "... ... \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability \n", + "\n", + "[94 rows x 3 columns]" ] }, - "execution_count": 3, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" } @@ -403,6 +649,7 @@ "\n", "results = sparql.query().bindings\n", "\n", + "table = pd.DataFrame()\n", "table['Label'] = pd.Series({\n", " res['dataset'].value: res['datasetLabel'].value\n", " for res in results\n", @@ -421,8 +668,15 @@ ] }, { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Find the sizes of the graphs." + ] + }, + { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "metadata": {}, "outputs": [ { @@ -552,15 +806,15 @@ " \n", " \n", " http://publishmydata.com/graph/vocabulary/admingeo\n", - " 1801\n", + " 3369\n", " \n", " \n", " http://publishmydata.com/graph/vocabulary/sdmx\n", - " 100\n", + " 120\n", " \n", " \n", " http://publishmydata.com/graph/vocabulary/skos\n", - " 259\n", + " 273\n", " \n", " \n", " http://publishmydata.com/graph/vocabulary/sdmx-subject\n", @@ -575,128 +829,128 @@ " ...\n", " \n", " \n", - " https://trade.ec.europa.eu/def/cn_2016\n", - " 61369\n", + " http://gss-data.org.uk/graph/gss_data/disability/phe-co-occurring-substance-misuse-and-mental-health-issues/county-ua-deprivation-deciles-in-england-imd2015-419-geog/metadata\n", + " 16\n", " \n", " \n", - " http://gss-data.org.uk/graph/ons-abs-trades\n", - " 41\n", + " http://gss-data.org.uk/graph/gss_data/disability/phe-co-occurring-substance-misuse-and-mental-health-issues/county-ua-deprivation-deciles-in-england-imd2015-419-geog\n", + " 8964\n", " \n", " \n", - " http://gss-data.org.uk/graph/ons-ltim-citizenship/metadata\n", - " 15\n", + " http://gss-data.org.uk/graph/gss_data/disability/phe-co-occurring-substance-misuse-and-mental-health-issues/county-ua-deprivation-deciles-in-england-imd2019-419-geog/metadata\n", + " 16\n", " \n", " \n", - " http://gss-data.org.uk/graph/ons-ltim-reason-for-migration/metadata\n", - " 20\n", + " http://gss-data.org.uk/graph/gss_data/disability/phe-co-occurring-substance-misuse-and-mental-health-issues/county-ua-deprivation-deciles-in-england-imd2019-419-geog\n", + " 17376\n", " \n", " \n", - " http://gss-data.org.uk/graph/ons-ltim-occupation/metadata\n", - " 15\n", + " http://gss-data.org.uk/graph/gss_data/disability/phe-co-occurring-substance-misuse-and-mental-health-issues/county-ua-pre-apr2019-deprivation-deciles-in-england-imd2015/metadata\n", + " 16\n", " \n", " \n", - " http://www.ons.gov.uk/dev/sic2007\n", - " 5995\n", + " http://gss-data.org.uk/graph/gss_data/disability/phe-co-occurring-substance-misuse-and-mental-health-issues/county-ua-pre-apr2019-deprivation-deciles-in-england-imd2015\n", + " 38862\n", " \n", " \n", - " http://gss-data.org.uk/graph/citizenship\n", - " 272\n", + " http://gss-data.org.uk/graph/gss_data/disability/phe-co-occurring-substance-misuse-and-mental-health-issues/district-ua-deprivation-deciles-in-england-imd2010/metadata\n", + " 16\n", " \n", " \n", - " http://gss-data.org.uk/graph/ons-ltim-citizenship\n", - " 48123\n", + " http://gss-data.org.uk/graph/gss_data/disability/phe-co-occurring-substance-misuse-and-mental-health-issues/district-ua-deprivation-deciles-in-england-imd2010\n", + " 2059\n", " \n", " \n", - " http://gss-data.org.uk/graph/ons-ltim-reason-for-migration\n", - " 21838\n", + " http://gss-data.org.uk/graph/gss_data/disability/phe-co-occurring-substance-misuse-and-mental-health-issues/district-ua-deprivation-deciles-in-england-imd2015-419-geog/metadata\n", + " 16\n", " \n", " \n", - " http://gss-data.org.uk/graph/ons-ltim-occupation\n", - " 26865\n", + " http://gss-data.org.uk/graph/gss_data/disability/phe-co-occurring-substance-misuse-and-mental-health-issues/district-ua-deprivation-deciles-in-england-imd2015-419-geog\n", + " 2783\n", " \n", " \n", - " http://rdf-vocabulary.ddialliance.org/xkos\n", - " 322\n", + " http://gss-data.org.uk/graph/gss_data/disability/phe-co-occurring-substance-misuse-and-mental-health-issues/district-ua-deprivation-deciles-in-england-imd2019-419-geog/metadata\n", + " 16\n", " \n", " \n", - " http://gss-data.org.uk/def/gdp\n", - " 28\n", + " http://gss-data.org.uk/graph/gss_data/disability/phe-co-occurring-substance-misuse-and-mental-health-issues/district-ua-deprivation-deciles-in-england-imd2019-419-geog\n", + " 11199\n", " \n", " \n", - 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" 74\n", - " \n", - " \n", - " http://gss-data.org.uk/graph/ons-ltim-uk-destination-or-origin/metadata\n", - " 16\n", + " http://gss-data.org.uk/graph/phe-group\n", + " 51\n", " \n", " \n", "\n", - "

131 rows × 1 columns

\n", + "

540 rows × 1 columns

\n", "" ], "text/plain": [ @@ -726,47 +980,47 @@ "http://gss-data.org.uk/graph/semstats/naics2012 17756\n", "http://xmlns.com/foaf/0.1/ 631\n", "http://publishmydata.com/graph/vocabulary/22-rd... 102\n", - "http://publishmydata.com/graph/vocabulary/admingeo 1801\n", - "http://publishmydata.com/graph/vocabulary/sdmx 100\n", - "http://publishmydata.com/graph/vocabulary/skos 259\n", + "http://publishmydata.com/graph/vocabulary/admingeo 3369\n", + "http://publishmydata.com/graph/vocabulary/sdmx 120\n", + "http://publishmydata.com/graph/vocabulary/skos 273\n", "http://publishmydata.com/graph/vocabulary/sdmx-... 295\n", "http://publishmydata.com/graph/vocabulary/stati... 32\n", "... ...\n", - "https://trade.ec.europa.eu/def/cn_2016 61369\n", - "http://gss-data.org.uk/graph/ons-abs-trades 41\n", - "http://gss-data.org.uk/graph/ons-ltim-citizensh... 15\n", - "http://gss-data.org.uk/graph/ons-ltim-reason-fo... 20\n", - "http://gss-data.org.uk/graph/ons-ltim-occupatio... 15\n", - 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"http://gss-data.org.uk/graph/country-of-residence 328\n", - "http://gss-data.org.uk/graph/revisions 31\n", - "http://gss-data.org.uk/graph/ons-ltim-uk-destin... 34185\n", - "http://gss-data.org.uk/graph/ons-ltim-age-and-s... 16\n", - "http://gss-data.org.uk/graph/ons-ltim-age-and-sex 84949\n", - "http://gss-data.org.uk/graph/ages 74\n", - "http://gss-data.org.uk/graph/ons-ltim-uk-destin... 16\n", + "http://gss-data.org.uk/graph/gss_data/disabilit... 16\n", + "http://gss-data.org.uk/graph/gss_data/disabilit... 8964\n", + "http://gss-data.org.uk/graph/gss_data/disabilit... 16\n", + "http://gss-data.org.uk/graph/gss_data/disabilit... 17376\n", + "http://gss-data.org.uk/graph/gss_data/disabilit... 16\n", + "http://gss-data.org.uk/graph/gss_data/disabilit... 38862\n", + "http://gss-data.org.uk/graph/gss_data/disabilit... 16\n", + "http://gss-data.org.uk/graph/gss_data/disabilit... 2059\n", + "http://gss-data.org.uk/graph/gss_data/disabilit... 16\n", + "http://gss-data.org.uk/graph/gss_data/disabilit... 2783\n", + "http://gss-data.org.uk/graph/gss_data/disabilit... 16\n", + "http://gss-data.org.uk/graph/gss_data/disabilit... 11199\n", + "http://gss-data.org.uk/graph/gss_data/disabilit... 16\n", + "http://gss-data.org.uk/graph/gss_data/disabilit... 28329\n", + "http://gss-data.org.uk/graph/gss_data/disabilit... 16\n", + "http://gss-data.org.uk/graph/gss_data/disabilit... 810\n", + "http://gss-data.org.uk/graph/gss_data/disabilit... 16\n", + "http://gss-data.org.uk/graph/gss_data/disabilit... 270\n", + "http://gss-data.org.uk/graph/gss_data/disabilit... 16\n", + "http://gss-data.org.uk/graph/gss_data/disabilit... 862\n", + "http://gss-data.org.uk/graph/gss_data/disabilit... 16\n", + "http://gss-data.org.uk/graph/gss_data/disabilit... 810\n", + "http://gss-data.org.uk/graph/gss_data/disabilit... 16\n", + "http://gss-data.org.uk/graph/gss_data/disabilit... 113\n", + "http://gss-data.org.uk/graph/gss_data/disabilit... 16\n", + "http://gss-data.org.uk/graph/gss_data/disabilit... 62889\n", + "http://gss-data.org.uk/graph/gss_data/disabilit... 775784\n", + "http://gss-data.org.uk/graph/gss_data/disabilit... 2\n", + "http://gss-data.org.uk/graph/dwp-frs-people 27\n", + "http://gss-data.org.uk/graph/phe-group 51\n", "\n", - "[131 rows x 1 columns]" + "[540 rows x 1 columns]" ] }, - "execution_count": 4, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" } @@ -791,7 +1045,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 4, "metadata": {}, "outputs": [ { @@ -815,7 +1069,6 @@ " \n", " \n", " \n", - " Observations\n", " Label\n", " Family\n", " Triples\n", @@ -823,168 +1076,507 @@ " \n", " \n", " \n", - " http://gss-data.org.uk/data/hmrc-regional-trade-statistics\n", - " 3241972\n", - " HMRC Regional Trade Statistics\n", - " Trade\n", - " 84297394\n", - " \n", - " \n", - " http://gss-data.org.uk/data/hmrc-overseas-trade-statistics\n", - " 1499970\n", - " HMRC Overseas Trade Statistics\n", - " Trade\n", - " 36048123\n", - " \n", - " \n", - " http://gss-data.org.uk/data/ons-cpa\n", - " 399992\n", - " ONS CPA\n", - " Trade\n", - " 12806153\n", - " \n", - " \n", - " http://gss-data.org.uk/data/ons-trade-in-goods-mrets\n", - " 264270\n", - " ONS Trade in goods MRETS\n", - " Trade\n", - " 7929621\n", - " \n", - " \n", - " http://gss-data.org.uk/data/ons-bop-individual-country-data\n", - " 80756\n", - " ONS BoP Individual Country Data\n", - " Trade\n", - " 1777303\n", - " \n", - " \n", " http://gss-data.org.uk/data/ons-pink-book-chapter-3\n", - " 5378\n", " ONS Pink Book Chapter 3\n", " Trade\n", " 150770\n", " \n", " \n", - " http://gss-data.org.uk/data/ons-ltim-age-and-sex\n", - " 2819\n", - " ONS LTIM Age and Sex\n", - " Migration\n", - " 84949\n", - " \n", - " \n", - " http://gss-data.org.uk/data/ons-abs\n", - " 2025\n", - " ONS ABS\n", + " http://gss-data.org.uk/data/ons-bop-individual-country-data\n", + " ONS BoP Individual Country Data\n", " Trade\n", - " 61101\n", + " 1777303\n", " \n", " \n", - " http://gss-data.org.uk/data/ons-ltim-citizenship\n", - " 1706\n", - " ONS LTIM citizenship\n", + " http://gss-data.org.uk/data/gss_data/migration/nisra-ni-migration-estimates\n", + " Mid-Year Population Estimates\n", " Migration\n", - " 48123\n", + " 194613\n", " \n", " \n", - " http://gss-data.org.uk/data/ons-ltim-country-of-residence\n", - " 1472\n", - " ONS LTIM country of residence\n", + " http://gss-data.org.uk/data/gss_data/migration/scotland-overseas\n", + " Migration between Scotland and Overseas\n", " Migration\n", - " 67894\n", + " 219560\n", " \n", " \n", - " http://gss-data.org.uk/data/ons-ltim-uk-destination-or-origin\n", - " 1208\n", - " ONS LTIM UK Destination or Origin\n", + " http://gss-data.org.uk/data/gss_data/migration/dwp-nin-registrations-to-overseas-nationals\n", + " National Insurance number allocations to adult...\n", " Migration\n", - " 34185\n", + " 53874\n", " \n", " \n", - " http://gss-data.org.uk/data/ons-ltim-occupation\n", - " 947\n", - " ONS LTIM Occupation\n", + " http://gss-data.org.uk/data/gss_data/migration/ons-local-area-migration-indicators\n", + " Local area migration indicators, UK\n", " Migration\n", - " 26865\n", + " 153643\n", " \n", " \n", - " http://gss-data.org.uk/data/hmrc-uk-trade-in-goods-statistics-by-business-characteristics-2015\n", - " 947\n", - " HMRC UK Trade in Goods Statistics by Business ...\n", - " Trade\n", - " 27243\n", + " http://gss-data.org.uk/data/gss_data/migration/ons-ltim-age-and-sex\n", + " Long-term international migration 2.07, age an...\n", + " Migration\n", + " 35264\n", " \n", " \n", - " http://gss-data.org.uk/data/ons-ltim-reason-for-migration\n", - " 828\n", + " http://gss-data.org.uk/data/gss_data/migration/ons-ltim-uk-destination-or-origin\n", " Long-term international migration 2.06, area o...\n", " Migration\n", - " 21838\n", + " 13223\n", " \n", " \n", - " http://gss-data.org.uk/data/ons-balance-of-payments\n", - " 396\n", - " ONS Balance of Payments\n", + " http://gss-data.org.uk/data/gss_data/migration/ons-ltim-citizenship\n", + " Long-term international migration 2.01a, citiz...\n", + " Migration\n", + " 20269\n", + " \n", + " \n", + " http://gss-data.org.uk/data/gss_data/migration/ons-ltim-country-of-residence\n", + " Long-term international migration 2.02, countr...\n", + " Migration\n", + " 17579\n", + " \n", + " \n", + " http://gss-data.org.uk/data/gss_data/migration/ons-ltim-occupation\n", + " Long-term international migration 2.05, usual ...\n", + " Migration\n", + " 10954\n", + " \n", + " \n", + " http://gss-data.org.uk/data/gss_data/migration/ons-ltim-reason-for-migration\n", + " Long-term international migration 2.04, main r...\n", + " Migration\n", + " 8769\n", + " \n", + " \n", + " http://gss-data.org.uk/data/gss_data/migration/ons-ltim-passenger-survey-4-02\n", + " International Passenger Survey 4.02, main reas...\n", + " Migration\n", + " 13460\n", + " \n", + " \n", + " http://gss-data.org.uk/data/gss_data/migration/ons-ltim-passenger-survey-4-04\n", + " International Passenger Survey 4.04, area of d...\n", + " Migration\n", + " 63279\n", + " \n", + " \n", + " http://gss-data.org.uk/data/gss_data/migration/ons-ltim-passenger-survey-4-01\n", + " International Passenger Survey 4.01, citizensh...\n", + " Migration\n", + " 2661663\n", + " \n", + " \n", + " http://gss-data.org.uk/data/gss_data/migration/ho-entry-visas\n", + " Immigration statistics, October to December 20...\n", + " Migration\n", + " 279852\n", + " \n", + " \n", + " http://gss-data.org.uk/data/gss_data/health/hmrc_alcohol_bulletin\n", + " Alcohol Duty\n", + " Health\n", + " 264090\n", + " \n", + " \n", + " http://gss-data.org.uk/data/gss_data/health/doh-ni-drug-alcohol-treatment-services\n", + " Census of drug and alcohol treatment services ...\n", + " Health\n", + " 5912\n", + " \n", + " \n", + " http://gss-data.org.uk/data/gss_data/trade/ons_bop\n", + " Balance of payments\n", " Trade\n", - " 10593\n", + " 10588\n", + " \n", + " \n", + " http://gss-data.org.uk/data/gss_data/health/ons_alcohol_deaths_uk\n", + " Alcohol-specific deaths in the UK\n", + " Health\n", + " 34711\n", + " \n", + " \n", + " http://gss-data.org.uk/data/gss_data/trade/hmrc_trade\n", + " UK Trade in Goods by Business Characteristics ...\n", + " Trade\n", + " 8903\n", + " \n", + " \n", + " http://gss-data.org.uk/data/gss_data/trade/ons-trade-in-goods\n", + " Trade in goods: country-by-commodity imports a...\n", + " Trade\n", + " 147999181\n", + " \n", + " \n", + " http://gss-data.org.uk/data/gss_data/trade/ons-uk-trade-in-services\n", + " UK trade in services: service type by partner ...\n", + " Trade\n", + " 1216327\n", + " \n", + " \n", + " http://gss-data.org.uk/data/gss_data/trade/ons_mrets\n", + " UK trade time series\n", + " Trade\n", + " 4983049\n", + " \n", + " \n", + " http://gss-data.org.uk/data/gss_data/trade/ons_abs\n", + " Annual Business Survey importers and exporters\n", + " Trade\n", + " 24402\n", + " \n", + " \n", + " http://gss-data.org.uk/data/gss_data/trade/ons-fdi\n", + " Foreign direct investment involving UK companies\n", + " Trade\n", + " 224702\n", + " \n", + " \n", + " http://gss-data.org.uk/data/gss_data/trade/ons-international-trade-in-services\n", + " International trade in services\n", + " Trade\n", + " 191582\n", + " \n", + " \n", + " http://gss-data.org.uk/data/gss_data/trade/hmrc_rts\n", + " UK Regional Trade Statistics (RTS\n", + " Trade\n", + " 40633124\n", + " \n", + " \n", + " http://gss-data.org.uk/data/gss_data/trade/ons_cpa\n", + " UK trade in goods by classification of product...\n", + " Trade\n", + " 5949765\n", + " \n", + " \n", + " http://gss-data.org.uk/data/gss_data/trade/ons-reuk-service\n", + " Regionalised estimates of UK service exports\n", + " Trade\n", + " 9596\n", + " \n", + " \n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " \n", + " \n", + " http://gss-data.org.uk/data/gss_data/housing/scotland-housing-empty-property-and-second-home\n", + " Empty properties and second homes\n", + " Housing\n", + " 17255\n", + " \n", + " \n", + " http://gss-data.org.uk/data/gss_data/trade/ons-uk-trade-in-goods-by-industry-country-and-commodity\n", + " UK trade in goods by industry, country and com...\n", + " Trade\n", + " 4837341\n", + " \n", + " \n", + " http://gss-data.org.uk/data/gss_data/housing/wg-social-housing-vacancies\n", + " Social housing vacancies\n", + " Housing\n", + " 2991203\n", + " \n", + " \n", + " http://gss-data.org.uk/data/gss_data/health/nisra_alcohol_deaths\n", + " Alcohol-Specific Deaths 2007-2017\n", + " Health\n", + " 1861\n", + " \n", + " \n", + " http://gss-data.org.uk/data/gss_data/housing/wg-chargeable-homes\n", + " Council tax dwellings\n", + " Housing\n", + " 832568\n", + " \n", + " \n", + " http://gss-data.org.uk/data/gss_data/trade/ons-uk-total-trade\n", + " UK total trade: all countries, non-seasonally ...\n", + " Trade\n", + " 442049\n", + " \n", + " \n", + " http://gss-data.org.uk/data/gss_data/disability/dwp-family-resources-survey-disability\n", + " Family Resources Survey: financial year 2017/18\n", + " Disability\n", + " 2657\n", + " \n", + " \n", + " http://gss-data.org.uk/data/gss_data/trade/ons-uk-sa-trade-in-goods\n", + " Trade in goods: all countries, seasonally adju...\n", + " Trade\n", + " 1064823\n", + " \n", + " \n", + " http://gss-data.org.uk/data/gss_data/disability/ons-children-living-in-long-term-workless-households-by-disability-status\n", + " Children living in long-term workless househol...\n", + " Disability\n", + " 917\n", + " \n", + " \n", + " http://gss-data.org.uk/data/gss_data/disability/ons-labour-force-survey\n", + " A08: Labour market status of disabled people\n", + " Disability\n", + " 61872\n", + " \n", + " \n", + " http://gss-data.org.uk/data/gss_data/disability/sg-homelessness-in-scotland-annual-publication/homelessness-in-scotland-applications-main-reason-for-making-an-application-for-homelenessness-to-a-local-authority\n", + " Homelessness in Scotland: Applications: Main r...\n", + " Disability\n", + " 1657\n", + " \n", + " \n", + " http://gss-data.org.uk/data/gss_data/disability/sg-homelessness-in-scotland-annual-publication/homelessness-in-scotland-applications-reasons-for-failing-to-maintain-accommodation-prior-to-application\n", + " Homelessness in Scotland: Applications: Reason...\n", + " Disability\n", + " 1062\n", + " \n", + " \n", + " http://gss-data.org.uk/data/gss_data/disability/sg-homelessness-in-scotland-annual-publication/homelessness-in-scotland-applications-support-need-identified-for-those-homeless-or-threatened-with-homelessness-households\n", + " Homelessness in Scotland: Applications: Suppor...\n", + " Disability\n", + " 807\n", + " \n", + " \n", + " http://gss-data.org.uk/data/gss_data/disability/sg-homelessness-in-scotland-annual-publication/homelessness-in-scotland-identified-support-needs-of-homeless-households\n", + " Homelessness in Scotland: Identified Support N...\n", + " Disability\n", + " 87\n", + " \n", + " \n", + " http://gss-data.org.uk/data/gss_data/disability/sg-homelessness-in-scotland-annual-publication/homelessness-in-scotland-reason-for-failing-to-maintain-accommodation\n", + " Homelessness in Scotland: Reason(s) for failin...\n", + " Disability\n", + " 182\n", + " \n", + " \n", + " http://gss-data.org.uk/data/gss_data/disability/phe-co-occurring-substance-misuse-and-mental-health-issues/country-of-birth\n", + " Co-occurring substance misuse and mental healt...\n", + " Disability\n", + " 732\n", + " \n", + " \n", + " http://gss-data.org.uk/data/gss_data/disability/phe-co-occurring-substance-misuse-and-mental-health-issues/county-ua-deprivation-deciles-in-england-imd2010\n", + " Co-occurring substance misuse and 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77 rows × 3 columns

\n", "" ], "text/plain": [ - " Observations \\\n", - "http://gss-data.org.uk/data/hmrc-regional-trade... 3241972 \n", - "http://gss-data.org.uk/data/hmrc-overseas-trade... 1499970 \n", - "http://gss-data.org.uk/data/ons-cpa 399992 \n", - "http://gss-data.org.uk/data/ons-trade-in-goods-... 264270 \n", - "http://gss-data.org.uk/data/ons-bop-individual-... 80756 \n", - "http://gss-data.org.uk/data/ons-pink-book-chapt... 5378 \n", - "http://gss-data.org.uk/data/ons-ltim-age-and-sex 2819 \n", - "http://gss-data.org.uk/data/ons-abs 2025 \n", - "http://gss-data.org.uk/data/ons-ltim-citizenship 1706 \n", - "http://gss-data.org.uk/data/ons-ltim-country-of... 1472 \n", - "http://gss-data.org.uk/data/ons-ltim-uk-destina... 1208 \n", - "http://gss-data.org.uk/data/ons-ltim-occupation 947 \n", - "http://gss-data.org.uk/data/hmrc-uk-trade-in-go... 947 \n", - "http://gss-data.org.uk/data/ons-ltim-reason-for... 828 \n", - "http://gss-data.org.uk/data/ons-balance-of-paym... 396 \n", - "\n", " Label \\\n", - "http://gss-data.org.uk/data/hmrc-regional-trade... HMRC Regional Trade Statistics \n", - "http://gss-data.org.uk/data/hmrc-overseas-trade... HMRC Overseas Trade Statistics \n", - "http://gss-data.org.uk/data/ons-cpa ONS CPA \n", - "http://gss-data.org.uk/data/ons-trade-in-goods-... ONS Trade in goods MRETS \n", - "http://gss-data.org.uk/data/ons-bop-individual-... ONS BoP Individual Country Data \n", "http://gss-data.org.uk/data/ons-pink-book-chapt... ONS Pink Book Chapter 3 \n", - "http://gss-data.org.uk/data/ons-ltim-age-and-sex ONS LTIM Age and Sex \n", - "http://gss-data.org.uk/data/ons-abs ONS ABS \n", - "http://gss-data.org.uk/data/ons-ltim-citizenship ONS LTIM citizenship \n", - "http://gss-data.org.uk/data/ons-ltim-country-of... ONS LTIM country of residence \n", - "http://gss-data.org.uk/data/ons-ltim-uk-destina... ONS LTIM UK Destination or Origin \n", - "http://gss-data.org.uk/data/ons-ltim-occupation ONS LTIM Occupation \n", - "http://gss-data.org.uk/data/hmrc-uk-trade-in-go... HMRC UK Trade in Goods Statistics by Business ... \n", - "http://gss-data.org.uk/data/ons-ltim-reason-for... Long-term international migration 2.06, area o... \n", - "http://gss-data.org.uk/data/ons-balance-of-paym... ONS Balance of Payments \n", + "http://gss-data.org.uk/data/ons-bop-individual-... ONS BoP Individual Country Data \n", + "http://gss-data.org.uk/data/gss_data/migration/... Mid-Year Population Estimates \n", + "http://gss-data.org.uk/data/gss_data/migration/... Migration between Scotland and Overseas \n", + "http://gss-data.org.uk/data/gss_data/migration/... National Insurance number allocations to adult... \n", + "http://gss-data.org.uk/data/gss_data/migration/... Local area migration indicators, UK \n", + "http://gss-data.org.uk/data/gss_data/migration/... Long-term international migration 2.07, age an... \n", + "http://gss-data.org.uk/data/gss_data/migration/... Long-term international migration 2.06, area o... \n", + "http://gss-data.org.uk/data/gss_data/migration/... Long-term international migration 2.01a, citiz... \n", + "http://gss-data.org.uk/data/gss_data/migration/... Long-term international migration 2.02, countr... \n", + "http://gss-data.org.uk/data/gss_data/migration/... Long-term international migration 2.05, usual ... \n", + "http://gss-data.org.uk/data/gss_data/migration/... Long-term international migration 2.04, main r... \n", + "http://gss-data.org.uk/data/gss_data/migration/... International Passenger Survey 4.02, main reas... \n", + "http://gss-data.org.uk/data/gss_data/migration/... International Passenger Survey 4.04, area of d... \n", + "http://gss-data.org.uk/data/gss_data/migration/... International Passenger Survey 4.01, citizensh... \n", + "http://gss-data.org.uk/data/gss_data/migration/... Immigration statistics, October to December 20... \n", + "http://gss-data.org.uk/data/gss_data/health/hmr... Alcohol Duty \n", + "http://gss-data.org.uk/data/gss_data/health/doh... Census of drug and alcohol treatment services ... \n", + "http://gss-data.org.uk/data/gss_data/trade/ons_bop Balance of payments \n", + "http://gss-data.org.uk/data/gss_data/health/ons... Alcohol-specific deaths in the UK \n", + "http://gss-data.org.uk/data/gss_data/trade/hmrc... UK Trade in Goods by Business Characteristics ... \n", + "http://gss-data.org.uk/data/gss_data/trade/ons-... Trade in goods: country-by-commodity imports a... \n", + "http://gss-data.org.uk/data/gss_data/trade/ons-... UK trade in services: service type by partner ... \n", + "http://gss-data.org.uk/data/gss_data/trade/ons_... UK trade time series \n", + "http://gss-data.org.uk/data/gss_data/trade/ons_abs Annual Business Survey importers and exporters \n", + "http://gss-data.org.uk/data/gss_data/trade/ons-fdi Foreign direct investment involving UK companies \n", + "http://gss-data.org.uk/data/gss_data/trade/ons-... International trade in services \n", + "http://gss-data.org.uk/data/gss_data/trade/hmrc... UK Regional Trade Statistics (RTS \n", + "http://gss-data.org.uk/data/gss_data/trade/ons_cpa UK trade in goods by classification of product... \n", + "http://gss-data.org.uk/data/gss_data/trade/ons-... Regionalised estimates of UK service exports \n", + "... ... \n", + "http://gss-data.org.uk/data/gss_data/housing/sc... Empty properties and second homes \n", + "http://gss-data.org.uk/data/gss_data/trade/ons-... UK trade in goods by industry, country and com... \n", + "http://gss-data.org.uk/data/gss_data/housing/wg... Social housing vacancies \n", + "http://gss-data.org.uk/data/gss_data/health/nis... Alcohol-Specific Deaths 2007-2017 \n", + "http://gss-data.org.uk/data/gss_data/housing/wg... Council tax dwellings \n", + "http://gss-data.org.uk/data/gss_data/trade/ons-... UK total trade: all countries, non-seasonally ... \n", + "http://gss-data.org.uk/data/gss_data/disability... Family Resources Survey: financial year 2017/18 \n", + "http://gss-data.org.uk/data/gss_data/trade/ons-... Trade in goods: all countries, seasonally adju... \n", + "http://gss-data.org.uk/data/gss_data/disability... Children living in long-term workless househol... \n", + "http://gss-data.org.uk/data/gss_data/disability... A08: Labour market status of disabled people \n", + "http://gss-data.org.uk/data/gss_data/disability... Homelessness in Scotland: Applications: Main r... \n", + "http://gss-data.org.uk/data/gss_data/disability... Homelessness in Scotland: Applications: Reason... \n", + "http://gss-data.org.uk/data/gss_data/disability... Homelessness in Scotland: Applications: Suppor... \n", + "http://gss-data.org.uk/data/gss_data/disability... Homelessness in Scotland: Identified Support N... \n", + "http://gss-data.org.uk/data/gss_data/disability... Homelessness in Scotland: Reason(s) for failin... \n", + "http://gss-data.org.uk/data/gss_data/disability... Co-occurring substance misuse and mental healt... \n", + "http://gss-data.org.uk/data/gss_data/disability... Co-occurring substance misuse and mental healt... \n", + "http://gss-data.org.uk/data/gss_data/disability... Co-occurring substance misuse and mental healt... \n", + "http://gss-data.org.uk/data/gss_data/disability... Co-occurring substance misuse and mental healt... \n", + "http://gss-data.org.uk/data/gss_data/disability... Co-occurring substance misuse and mental healt... \n", + "http://gss-data.org.uk/data/gss_data/disability... Co-occurring substance misuse and mental healt... \n", + "http://gss-data.org.uk/data/gss_data/disability... Co-occurring substance misuse and mental healt... \n", + "http://gss-data.org.uk/data/gss_data/disability... Co-occurring substance misuse and mental healt... \n", + "http://gss-data.org.uk/data/gss_data/disability... Co-occurring substance misuse and mental healt... \n", + "http://gss-data.org.uk/data/gss_data/disability... Co-occurring substance misuse and mental healt... \n", + "http://gss-data.org.uk/data/gss_data/disability... Co-occurring substance misuse and mental healt... \n", + "http://gss-data.org.uk/data/gss_data/disability... Co-occurring substance misuse and mental healt... \n", + "http://gss-data.org.uk/data/gss_data/disability... Co-occurring substance misuse and mental healt... \n", + "http://gss-data.org.uk/data/gss_data/disability... Co-occurring substance misuse and mental healt... \n", + "http://gss-data.org.uk/data/gss_data/disability... Co-occurring substance misuse and mental healt... \n", "\n", - " Family Triples \n", - "http://gss-data.org.uk/data/hmrc-regional-trade... Trade 84297394 \n", - "http://gss-data.org.uk/data/hmrc-overseas-trade... Trade 36048123 \n", - "http://gss-data.org.uk/data/ons-cpa Trade 12806153 \n", - "http://gss-data.org.uk/data/ons-trade-in-goods-... Trade 7929621 \n", - "http://gss-data.org.uk/data/ons-bop-individual-... Trade 1777303 \n", - "http://gss-data.org.uk/data/ons-pink-book-chapt... Trade 150770 \n", - "http://gss-data.org.uk/data/ons-ltim-age-and-sex Migration 84949 \n", - "http://gss-data.org.uk/data/ons-abs Trade 61101 \n", - "http://gss-data.org.uk/data/ons-ltim-citizenship Migration 48123 \n", - "http://gss-data.org.uk/data/ons-ltim-country-of... Migration 67894 \n", - "http://gss-data.org.uk/data/ons-ltim-uk-destina... Migration 34185 \n", - "http://gss-data.org.uk/data/ons-ltim-occupation Migration 26865 \n", - "http://gss-data.org.uk/data/hmrc-uk-trade-in-go... Trade 27243 \n", - "http://gss-data.org.uk/data/ons-ltim-reason-for... Migration 21838 \n", - "http://gss-data.org.uk/data/ons-balance-of-paym... Trade 10593 " + " Family Triples \n", + "http://gss-data.org.uk/data/ons-pink-book-chapt... Trade 150770 \n", + "http://gss-data.org.uk/data/ons-bop-individual-... Trade 1777303 \n", + "http://gss-data.org.uk/data/gss_data/migration/... Migration 194613 \n", + "http://gss-data.org.uk/data/gss_data/migration/... Migration 219560 \n", + "http://gss-data.org.uk/data/gss_data/migration/... Migration 53874 \n", + "http://gss-data.org.uk/data/gss_data/migration/... Migration 153643 \n", + "http://gss-data.org.uk/data/gss_data/migration/... Migration 35264 \n", + "http://gss-data.org.uk/data/gss_data/migration/... Migration 13223 \n", + "http://gss-data.org.uk/data/gss_data/migration/... Migration 20269 \n", + "http://gss-data.org.uk/data/gss_data/migration/... Migration 17579 \n", + "http://gss-data.org.uk/data/gss_data/migration/... Migration 10954 \n", + "http://gss-data.org.uk/data/gss_data/migration/... Migration 8769 \n", + "http://gss-data.org.uk/data/gss_data/migration/... Migration 13460 \n", + "http://gss-data.org.uk/data/gss_data/migration/... Migration 63279 \n", + "http://gss-data.org.uk/data/gss_data/migration/... Migration 2661663 \n", + "http://gss-data.org.uk/data/gss_data/migration/... Migration 279852 \n", + "http://gss-data.org.uk/data/gss_data/health/hmr... Health 264090 \n", + "http://gss-data.org.uk/data/gss_data/health/doh... Health 5912 \n", + "http://gss-data.org.uk/data/gss_data/trade/ons_bop Trade 10588 \n", + "http://gss-data.org.uk/data/gss_data/health/ons... Health 34711 \n", + "http://gss-data.org.uk/data/gss_data/trade/hmrc... Trade 8903 \n", + "http://gss-data.org.uk/data/gss_data/trade/ons-... Trade 147999181 \n", + "http://gss-data.org.uk/data/gss_data/trade/ons-... Trade 1216327 \n", + "http://gss-data.org.uk/data/gss_data/trade/ons_... Trade 4983049 \n", + "http://gss-data.org.uk/data/gss_data/trade/ons_abs Trade 24402 \n", + "http://gss-data.org.uk/data/gss_data/trade/ons-fdi Trade 224702 \n", + "http://gss-data.org.uk/data/gss_data/trade/ons-... Trade 191582 \n", + "http://gss-data.org.uk/data/gss_data/trade/hmrc... Trade 40633124 \n", + "http://gss-data.org.uk/data/gss_data/trade/ons_cpa Trade 5949765 \n", + "http://gss-data.org.uk/data/gss_data/trade/ons-... Trade 9596 \n", + "... ... ... \n", + "http://gss-data.org.uk/data/gss_data/housing/sc... Housing 17255 \n", + "http://gss-data.org.uk/data/gss_data/trade/ons-... Trade 4837341 \n", + "http://gss-data.org.uk/data/gss_data/housing/wg... Housing 2991203 \n", + "http://gss-data.org.uk/data/gss_data/health/nis... Health 1861 \n", + "http://gss-data.org.uk/data/gss_data/housing/wg... Housing 832568 \n", + "http://gss-data.org.uk/data/gss_data/trade/ons-... Trade 442049 \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability 2657 \n", + "http://gss-data.org.uk/data/gss_data/trade/ons-... Trade 1064823 \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability 917 \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability 61872 \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability 1657 \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability 1062 \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability 807 \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability 87 \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability 182 \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability 732 \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability 3503 \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability 8964 \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability 17376 \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability 38862 \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability 2059 \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability 2783 \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability 11199 \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability 28329 \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability 810 \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability 270 \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability 862 \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability 810 \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability 113 \n", + "http://gss-data.org.uk/data/gss_data/disability... Disability 62889 \n", + "\n", + "[77 rows x 3 columns]" ] }, - "execution_count": 5, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } @@ -997,7 +1589,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 5, "metadata": {}, "outputs": [ { @@ -1006,103 +1598,330 @@ "\n", " \n", " \n", - " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", + " \n", + " \n", " \n", " \n", - " \n", - " \n", - " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", - " \n", - " \n", - " \n", + " \n", " \n", " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", " \n", "
DatasetObservationsFamilyTriples
FamilyDataset
HMRC Regional Trade Statistics3241972Trade84297394DisabilityFamily Resources Survey: financial year 2017/182657
HMRC Overseas Trade Statistics1499970Trade36048123Children living in long-term workless households, by disability status (Table H)917
ONS CPA399992Trade12806153A08: Labour market status of disabled people61872
ONS Trade in goods MRETS264270Trade7929621Co-occurring substance misuse and mental health issues: Country of birth732
ONS BoP Individual Country Data80756TradeCo-occurring substance misuse and mental health issues: County & UA deprivation deciles in England (IMD2010)3503
Co-occurring substance misuse and mental health issues: County & UA deprivation deciles in England (IMD2015, 419 geog)8964
Co-occurring substance misuse and mental health issues: County & UA deprivation deciles in England (IMD2019, 419 geog)17376
Co-occurring substance misuse and mental health issues: County & UA (pre Apr2019) deprivation deciles in England (IMD2015)38862
Co-occurring substance misuse and mental health issues: District & UA deprivation deciles in England (IMD2010)2059
Co-occurring substance misuse and mental health issues: District & UA deprivation deciles in England (IMD2015, 419 geog)2783
Co-occurring substance misuse and mental health issues: District & UA deprivation deciles in England (IMD2019, 419 geog)11199
Co-occurring substance misuse and mental health issues: District & UA (pre Apr2019) deprivation deciles in England (IMD2015)28329
Co-occurring substance misuse and mental health issues: Ethnic groups810
Co-occurring substance misuse and mental health issues: Health status270
Co-occurring substance misuse and mental health issues: LSOA11 deprivation deciles in England (IMD2015)862
Co-occurring substance misuse and mental health issues: Religion - 8 categories810
Co-occurring substance misuse and mental health issues: Sexuality - 5 categories113
Co-occurring substance misuse and mental health issues: Socioeconomic group (18-64 yrs)62889
Homelessness in Scotland: Applications: Main reason for making an application for homelenessness to a Local Authority1657
Homelessness in Scotland: Applications: Reasons for failing to maintain accommodation prior to application1062
Homelessness in Scotland: Applications: Support need identified for those homeless (or threatened with homelessness) households807
Homelessness in Scotland: Identified Support Needs of Homeless Households87
Homelessness in Scotland: Reason(s) for failing to maintain accommodation182
HealthReported drinking and driving (RAS51)2276
Census of drug and alcohol treatment services in Northern Ireland 20175912
Alcohol Duty264090
Alcohol Affordability1611
Alcohol Specific Deaths439
Household Expenditure Alcohol716
Prescription Items Community1946
Prescription Items Region16545
Alcohol-Specific Deaths 2007-20171861
Alcohol-specific deaths in the UK34711
Local Alcohol Profiles for England: August 2019 data update1271161
HousingEmpty properties and second homes17255
Housing Statistics for Scotland - Public sector vacant stock234891
Stock by tenure4023
Council tax dwellings832568
Dwelling Stock Estimates15283
Social housing vacancies2991203
MigrationNational Insurance number allocations to adult overseas nationals to March 201853874
Immigration statistics, October to December 2017: data tables second edition279852
Mid-Year Population Estimates194613
Local area migration indicators, UK153643
Long-term international migration 2.07, age and sex, UK and England and Wales35264
Long-term international migration 2.01a, citizenship, UK and England and Wales20269
Long-term international migration 2.02, country of last or next residence, UK and England and Wales17579
Long-term international migration 2.05, usual occupation prior to migration, UK and England and Wales10954
International Passenger Survey 4.01, citizenship group by sex by age by country of last or next residence2661663
International Passenger Survey 4.02, main reason for migration by citizenship13460
International Passenger Survey 4.04, area of destination or origin within the UK by citizenship63279
Long-term international migration 2.04, main reason for migration, UK and England and Wales8769
Long-term international migration 2.06, area of destination or origin within the UK13223
Migration between Scotland and Overseas219560
Asylum applications and initial decisions for main applicants, by country of nationality2492510
Asylum applications from main applicants and dependants, by age, sex and country of nationality719126
Asylum seekers in receipt of Section 95 support, by local authority, as at end of quarter676899
Refugees (and others) resettled, including dependants, by country of nationality4508
Arrivals, and requests for transfer into the UK under the Dublin Regulation, by article and country of transfer96869
TradeRegional trade in goods statistics disaggregated by smaller geographical areas: 2017210513
HMRC Overseas Trade Statistics13543677
UK Regional Trade Statistics (RTS40633124
UK Trade in Goods by Business Characteristics - Experimental Statistics8903
Foreign direct investment involving UK companies224702
International trade in services191582
Regionalised estimates of UK service exports9596
Trade in goods: country-by-commodity imports and exports147999181
Trade in goods: all countries, seasonally adjusted1064823
UK total trade: all countries, non-seasonally adjusted442049
UK trade in goods by industry, country and commodity, imports and exports4837341
UK trade in services: service type by partner country, non-seasonally adjusted1216327
Annual Business Survey importers and exporters24402
Balance of payments10588
UK trade in goods by classification of product by activity time series5949765
UK trade time series4983049
ONS BoP Individual Country Data1777303
ONS Pink Book Chapter 35378TradeONS Pink Book Chapter 3150770
ONS LTIM Age and Sex2819Migration84949
ONS ABS2025Trade61101
ONS LTIM citizenship1706Migration48123
ONS LTIM country of residence1472Migration67894
ONS LTIM UK Destination or Origin1208Migration34185
ONS LTIM Occupation947Migration26865
HMRC UK Trade in Goods Statistics by Business Characteristics 2015947Trade27243
Long-term international migration 2.06, area of destination or origin within the UK828Migration21838
ONS Balance of Payments396Trade10593
" ], @@ -1110,7 +1929,7 @@ "" ] }, - "execution_count": 6, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } @@ -1124,11 +1943,13 @@ "\n", "table['Dataset'] = table.apply(lambda x: f'{x.Label}', axis=1)\n", "table.drop(columns=['Label'], inplace=True)\n", - "table = table[['Dataset', 'Observations', 'Family', 'Triples']]\n", + "table = table[['Dataset', 'Family', 'Triples']]\n", + "table = table.sort_values(by=['Family', 'Dataset'])\n", + "table = table.set_index(['Family', 'Dataset'])\n", "pd.set_option('max_colwidth', -1)\n", "with open('dataset-stats.html', 'w') as f:\n", - " f.write(table.to_html(escape=False, index=False))\n", - "HTML(table.to_html(escape=False, index=False))" + " f.write(table.to_html(escape=False, index=True))\n", + "HTML(table.to_html(escape=False, index=True))" ] }, { @@ -1155,7 +1976,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.6" + "version": "3.7.5" } }, "nbformat": 4,