{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Gather some statistics about the datasets, vocabularies and codelists loaded into PMD."
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import pandas as pd\n",
"from IPython.display import HTML"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Find the distinct datasets"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>Dataset</th>\n",
" <th>Label</th>\n",
" <th>Theme</th>\n",
" </tr>\n",
" <tr>\n",
" <th>Graph</th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>http://gss-data.org.uk/graph/gss_data/covid-19/ho-statistics-relating-to-covid-19-and-the-immigration-system-may-2020</th>\n",
" <td>http://gss-data.org.uk/data/gss_data/covid-19/...</td>\n",
" <td>Statistics relating to Covid-19 and the immigr...</td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>http://gss-data.org.uk/graph/gss_data/covid-19/nrs-deaths-involving-coronavirus-covid-19-in-scotland</th>\n",
" <td>http://gss-data.org.uk/data/gss_data/covid-19/...</td>\n",
" <td>Deaths involving COVID-19 in Scotland</td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>http://gss-data.org.uk/graph/gss_data/covid-19/wg-notifications-of-deaths-of-residents-related-to-covid-19-in-adult-care-homes</th>\n",
" <td>http://gss-data.org.uk/data/gss_data/covid-19/...</td>\n",
" <td>Notifications of deaths of residents related t...</td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>http://gss-data.org.uk/graph/gss_data/covid-19/ons-number-of-deaths-in-care-homes-notified-to-the-care-quality-commission-england</th>\n",
" <td>http://gss-data.org.uk/data/gss_data/covid-19/...</td>\n",
" <td>Number of deaths in care homes notified to the...</td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>http://gss-data.org.uk/graph/gss_data/covid-19/ons-deaths-involving-covid-19-in-the-care-sector-england-and-wales-deaths-occurring-up-to-1-may-2020-and-registered-up-to-9-may-2020-provisional</th>\n",
" <td>http://gss-data.org.uk/data/gss_data/covid-19/...</td>\n",
" <td>Deaths involving COVID-19 in the care sector f...</td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>http://gss-data.org.uk/graph/gss_data/homelessness/mhclg-families-in-bed-and-breakfast-accommodation-for-more-than-6-weeks</th>\n",
" <td>http://gss-data.org.uk/data/gss_data/homelessn...</td>\n",
" <td>Families in bed and breakfast accommodation fo...</td>\n",
" <td></td>\n",
" </tr>\n",
" <tr>\n",
" <th>http://gss-data.org.uk/graph/gss_data/trade/hmrc-overseas-trade-statistics/hmrc-overseas-trade-statistics-cn8</th>\n",
" <td>http://gss-data.org.uk/data/gss_data/trade/hmr...</td>\n",
" <td>HMRC Overseas Trade Statistics - Combined Nome...</td>\n",
" <td>Trade</td>\n",
" </tr>\n",
" <tr>\n",
" <th>http://gss-data.org.uk/graph/gss_data/trade/hmrc-overseas-trade-statistics-cn8/200001</th>\n",
" <td>http://gss-data.org.uk/data/gss_data/trade/hmr...</td>\n",
" <td>HMRC Overseas Trade Statistics - Combined Nome...</td>\n",
" <td>Trade</td>\n",
" </tr>\n",
" <tr>\n",
" <th>http://gss-data.org.uk/graph/gss_data/trade/hmrc-overseas-trade-statistics/hmrc-overseas-trade-statistics-sitc</th>\n",
" <td>http://gss-data.org.uk/data/gss_data/trade/hmr...</td>\n",
" <td>HMRC Overseas Trade Statistics - SITCv4</td>\n",
" <td>Trade</td>\n",
" </tr>\n",
" <tr>\n",
" <th>http://gss-data.org.uk/graph/gss_data/trade/hmrc-overseas-trade-statistics-sitc/200001</th>\n",
" <td>http://gss-data.org.uk/data/gss_data/trade/hmr...</td>\n",
" <td>HMRC Overseas Trade Statistics - SITCv4</td>\n",
" <td>Trade</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>155 rows × 3 columns</p>\n",
"</div>"
],
"text/plain": [
" Dataset \\\n",
"Graph \n",
"http://gss-data.org.uk/graph/gss_data/covid-19/... http://gss-data.org.uk/data/gss_data/covid-19/... \n",
"http://gss-data.org.uk/graph/gss_data/covid-19/... http://gss-data.org.uk/data/gss_data/covid-19/... \n",
"http://gss-data.org.uk/graph/gss_data/covid-19/... http://gss-data.org.uk/data/gss_data/covid-19/... \n",
"http://gss-data.org.uk/graph/gss_data/covid-19/... http://gss-data.org.uk/data/gss_data/covid-19/... \n",
"http://gss-data.org.uk/graph/gss_data/covid-19/... http://gss-data.org.uk/data/gss_data/covid-19/... \n",
"... ... \n",
"http://gss-data.org.uk/graph/gss_data/homelessn... http://gss-data.org.uk/data/gss_data/homelessn... \n",
"http://gss-data.org.uk/graph/gss_data/trade/hmr... http://gss-data.org.uk/data/gss_data/trade/hmr... \n",
"http://gss-data.org.uk/graph/gss_data/trade/hmr... http://gss-data.org.uk/data/gss_data/trade/hmr... \n",
"http://gss-data.org.uk/graph/gss_data/trade/hmr... http://gss-data.org.uk/data/gss_data/trade/hmr... \n",
"http://gss-data.org.uk/graph/gss_data/trade/hmr... http://gss-data.org.uk/data/gss_data/trade/hmr... \n",
"\n",
" Label \\\n",
"Graph \n",
"http://gss-data.org.uk/graph/gss_data/covid-19/... Statistics relating to Covid-19 and the immigr... \n",
"http://gss-data.org.uk/graph/gss_data/covid-19/... Deaths involving COVID-19 in Scotland \n",
"http://gss-data.org.uk/graph/gss_data/covid-19/... Notifications of deaths of residents related t... \n",
"http://gss-data.org.uk/graph/gss_data/covid-19/... Number of deaths in care homes notified to the... \n",
"http://gss-data.org.uk/graph/gss_data/covid-19/... Deaths involving COVID-19 in the care sector f... \n",
"... ... \n",
"http://gss-data.org.uk/graph/gss_data/homelessn... Families in bed and breakfast accommodation fo... \n",
"http://gss-data.org.uk/graph/gss_data/trade/hmr... HMRC Overseas Trade Statistics - Combined Nome... \n",
"http://gss-data.org.uk/graph/gss_data/trade/hmr... HMRC Overseas Trade Statistics - Combined Nome... \n",
"http://gss-data.org.uk/graph/gss_data/trade/hmr... HMRC Overseas Trade Statistics - SITCv4 \n",
"http://gss-data.org.uk/graph/gss_data/trade/hmr... HMRC Overseas Trade Statistics - SITCv4 \n",
"\n",
" Theme \n",
"Graph \n",
"http://gss-data.org.uk/graph/gss_data/covid-19/... \n",
"http://gss-data.org.uk/graph/gss_data/covid-19/... \n",
"http://gss-data.org.uk/graph/gss_data/covid-19/... \n",
"http://gss-data.org.uk/graph/gss_data/covid-19/... \n",
"http://gss-data.org.uk/graph/gss_data/covid-19/... \n",
"... ... \n",
"http://gss-data.org.uk/graph/gss_data/homelessn... \n",
"http://gss-data.org.uk/graph/gss_data/trade/hmr... Trade \n",
"http://gss-data.org.uk/graph/gss_data/trade/hmr... Trade \n",
"http://gss-data.org.uk/graph/gss_data/trade/hmr... Trade \n",
"http://gss-data.org.uk/graph/gss_data/trade/hmr... Trade \n",
"\n",
"[155 rows x 3 columns]"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"from io import StringIO\n",
"import requests\n",
"\n",
"session = requests.Session()\n",
"result = session.post(\n",
" 'https://staging.gss-data.org.uk/sparql',\n",
" headers={'Accept': 'text/csv; charset=utf-8'},\n",
" stream=True,\n",
" data={'query': '''\n",
"PREFIX rdfs: <http://www.w3.org/2000/01/rdf-schema#>\n",
"PREFIX qb: <http://purl.org/linked-data/cube#>\n",
"PREFIX pmdcat: <http://publishmydata.com/pmdcat#>\n",
"PREFIX gdp: <http://gss-data.org.uk/def/gdp#>\n",
"PREFIX dcat: <http://www.w3.org/ns/dcat#>\n",
"\n",
"SELECT DISTINCT ?Dataset ?Label ?Graph ?Theme\n",
"WHERE {\n",
" { ?Dataset a dcat:Dataset } UNION { ?Dataset a pmdcat:Dataset } .\n",
" ?Dataset\n",
" rdfs:label ?Label ;\n",
" pmdcat:graph ?Graph ;\n",
" pmdcat:datasetContents [ a qb:DataSet ] .\n",
" \n",
" OPTIONAL {\n",
" ?Dataset dcat:theme [rdfs:label ?Theme]\n",
" }\n",
"}'''})\n",
"\n",
"datasets = pd.read_csv(StringIO(result.content.decode('utf-8')), index_col='Graph', keep_default_na=False, dtype='str', na_values=[])\n",
"datasets"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Find the sizes of the cubes."
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"result = session.post(\n",
" 'https://staging.gss-data.org.uk/sparql',\n",
" headers={'Accept': 'text/csv; charset=utf-8'},\n",
" stream=True,\n",
" data={'query': '''\n",
"SELECT (COUNT(*) as ?Size) ?Graph\n",
"WHERE {\n",
" GRAPH ?Graph {\n",
" ?s ?p ?o\n",
" }\n",
"} GROUP BY ?Graph\n",
"'''})\n",
"\n",
"sizes = pd.read_csv(StringIO(result.content.decode('utf-8')), index_col='Graph')"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>Dataset</th>\n",
" <th>Label</th>\n",
" <th>Theme</th>\n",
" <th>Size</th>\n",
" </tr>\n",
" <tr>\n",
" <th>Graph</th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>http://gss-data.org.uk/graph/gss_data/covid-19/ho-statistics-relating-to-covid-19-and-the-immigration-system-may-2020</th>\n",
" <td>http://gss-data.org.uk/data/gss_data/covid-19/...</td>\n",
" <td>Statistics relating to Covid-19 and the immigr...</td>\n",
" <td></td>\n",
" <td>3417</td>\n",
" </tr>\n",
" <tr>\n",
" <th>http://gss-data.org.uk/graph/gss_data/covid-19/nrs-deaths-involving-coronavirus-covid-19-in-scotland</th>\n",
" <td>http://gss-data.org.uk/data/gss_data/covid-19/...</td>\n",
" <td>Deaths involving COVID-19 in Scotland</td>\n",
" <td></td>\n",
" <td>53605</td>\n",
" </tr>\n",
" <tr>\n",
" <th>http://gss-data.org.uk/graph/gss_data/covid-19/wg-notifications-of-deaths-of-residents-related-to-covid-19-in-adult-care-homes</th>\n",
" <td>http://gss-data.org.uk/data/gss_data/covid-19/...</td>\n",
" <td>Notifications of deaths of residents related t...</td>\n",
" <td></td>\n",
" <td>249156</td>\n",
" </tr>\n",
" <tr>\n",
" <th>http://gss-data.org.uk/graph/gss_data/covid-19/ons-number-of-deaths-in-care-homes-notified-to-the-care-quality-commission-england</th>\n",
" <td>http://gss-data.org.uk/data/gss_data/covid-19/...</td>\n",
" <td>Number of deaths in care homes notified to the...</td>\n",
" <td></td>\n",
" <td>515016</td>\n",
" </tr>\n",
" <tr>\n",
" <th>http://gss-data.org.uk/graph/gss_data/covid-19/ons-deaths-involving-covid-19-in-the-care-sector-england-and-wales-deaths-occurring-up-to-1-may-2020-and-registered-up-to-9-may-2020-provisional</th>\n",
" <td>http://gss-data.org.uk/data/gss_data/covid-19/...</td>\n",
" <td>Deaths involving COVID-19 in the care sector f...</td>\n",
" <td></td>\n",
" <td>317055</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>http://gss-data.org.uk/graph/gss_data/homelessness/mhclg-families-in-bed-and-breakfast-accommodation-for-more-than-6-weeks</th>\n",
" <td>http://gss-data.org.uk/data/gss_data/homelessn...</td>\n",
" <td>Families in bed and breakfast accommodation fo...</td>\n",
" <td></td>\n",
" <td>22724</td>\n",
" </tr>\n",
" <tr>\n",
" <th>http://gss-data.org.uk/graph/gss_data/trade/hmrc-overseas-trade-statistics/hmrc-overseas-trade-statistics-cn8</th>\n",
" <td>http://gss-data.org.uk/data/gss_data/trade/hmr...</td>\n",
" <td>HMRC Overseas Trade Statistics - Combined Nome...</td>\n",
" <td>Trade</td>\n",
" <td>5267346</td>\n",
" </tr>\n",
" <tr>\n",
" <th>http://gss-data.org.uk/graph/gss_data/trade/hmrc-overseas-trade-statistics-cn8/200001</th>\n",
" <td>http://gss-data.org.uk/data/gss_data/trade/hmr...</td>\n",
" <td>HMRC Overseas Trade Statistics - Combined Nome...</td>\n",
" <td>Trade</td>\n",
" <td>5267286</td>\n",
" </tr>\n",
" <tr>\n",
" <th>http://gss-data.org.uk/graph/gss_data/trade/hmrc-overseas-trade-statistics/hmrc-overseas-trade-statistics-sitc</th>\n",
" <td>http://gss-data.org.uk/data/gss_data/trade/hmr...</td>\n",
" <td>HMRC Overseas Trade Statistics - SITCv4</td>\n",
" <td>Trade</td>\n",
" <td>3536988</td>\n",
" </tr>\n",
" <tr>\n",
" <th>http://gss-data.org.uk/graph/gss_data/trade/hmrc-overseas-trade-statistics-sitc/200001</th>\n",
" <td>http://gss-data.org.uk/data/gss_data/trade/hmr...</td>\n",
" <td>HMRC Overseas Trade Statistics - SITCv4</td>\n",
" <td>Trade</td>\n",
" <td>3536928</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>155 rows × 4 columns</p>\n",
"</div>"
],
"text/plain": [
" Dataset \\\n",
"Graph \n",
"http://gss-data.org.uk/graph/gss_data/covid-19/... http://gss-data.org.uk/data/gss_data/covid-19/... \n",
"http://gss-data.org.uk/graph/gss_data/covid-19/... http://gss-data.org.uk/data/gss_data/covid-19/... \n",
"http://gss-data.org.uk/graph/gss_data/covid-19/... http://gss-data.org.uk/data/gss_data/covid-19/... \n",
"http://gss-data.org.uk/graph/gss_data/covid-19/... http://gss-data.org.uk/data/gss_data/covid-19/... \n",
"http://gss-data.org.uk/graph/gss_data/covid-19/... http://gss-data.org.uk/data/gss_data/covid-19/... \n",
"... ... \n",
"http://gss-data.org.uk/graph/gss_data/homelessn... http://gss-data.org.uk/data/gss_data/homelessn... \n",
"http://gss-data.org.uk/graph/gss_data/trade/hmr... http://gss-data.org.uk/data/gss_data/trade/hmr... \n",
"http://gss-data.org.uk/graph/gss_data/trade/hmr... http://gss-data.org.uk/data/gss_data/trade/hmr... \n",
"http://gss-data.org.uk/graph/gss_data/trade/hmr... http://gss-data.org.uk/data/gss_data/trade/hmr... \n",
"http://gss-data.org.uk/graph/gss_data/trade/hmr... http://gss-data.org.uk/data/gss_data/trade/hmr... \n",
"\n",
" Label \\\n",
"Graph \n",
"http://gss-data.org.uk/graph/gss_data/covid-19/... Statistics relating to Covid-19 and the immigr... \n",
"http://gss-data.org.uk/graph/gss_data/covid-19/... Deaths involving COVID-19 in Scotland \n",
"http://gss-data.org.uk/graph/gss_data/covid-19/... Notifications of deaths of residents related t... \n",
"http://gss-data.org.uk/graph/gss_data/covid-19/... Number of deaths in care homes notified to the... \n",
"http://gss-data.org.uk/graph/gss_data/covid-19/... Deaths involving COVID-19 in the care sector f... \n",
"... ... \n",
"http://gss-data.org.uk/graph/gss_data/homelessn... Families in bed and breakfast accommodation fo... \n",
"http://gss-data.org.uk/graph/gss_data/trade/hmr... HMRC Overseas Trade Statistics - Combined Nome... \n",
"http://gss-data.org.uk/graph/gss_data/trade/hmr... HMRC Overseas Trade Statistics - Combined Nome... \n",
"http://gss-data.org.uk/graph/gss_data/trade/hmr... HMRC Overseas Trade Statistics - SITCv4 \n",
"http://gss-data.org.uk/graph/gss_data/trade/hmr... HMRC Overseas Trade Statistics - SITCv4 \n",
"\n",
" Theme Size \n",
"Graph \n",
"http://gss-data.org.uk/graph/gss_data/covid-19/... 3417 \n",
"http://gss-data.org.uk/graph/gss_data/covid-19/... 53605 \n",
"http://gss-data.org.uk/graph/gss_data/covid-19/... 249156 \n",
"http://gss-data.org.uk/graph/gss_data/covid-19/... 515016 \n",
"http://gss-data.org.uk/graph/gss_data/covid-19/... 317055 \n",
"... ... ... \n",
"http://gss-data.org.uk/graph/gss_data/homelessn... 22724 \n",
"http://gss-data.org.uk/graph/gss_data/trade/hmr... Trade 5267346 \n",
"http://gss-data.org.uk/graph/gss_data/trade/hmr... Trade 5267286 \n",
"http://gss-data.org.uk/graph/gss_data/trade/hmr... Trade 3536988 \n",
"http://gss-data.org.uk/graph/gss_data/trade/hmr... Trade 3536928 \n",
"\n",
"[155 rows x 4 columns]"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"table = datasets.join(sizes)\n",
"table"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"<ipython-input-5-77f1ed11ba91>:12: FutureWarning: Passing a negative integer is deprecated in version 1.0 and will not be supported in future version. Instead, use None to not limit the column width.\n",
" pd.set_option('max_colwidth', -1)\n"
]
},
{
"data": {
"text/html": [
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: left;\">\n",
" <th></th>\n",
" <th></th>\n",
" <th>Size</th>\n",
" </tr>\n",
" <tr>\n",
" <th>Theme</th>\n",
" <th>Dataset</th>\n",
" <th></th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th rowspan=\"96\" valign=\"top\"></th>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fcensus-2011-catalog-entry\">CENSUS 2011 - LC3409EW Output Area (General health by tenure by age) - Nomis - Official Labour Market Statistics</a></th>\n",
" <td>78368322</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fcovid-19%2Fho-statistics-relating-to-covid-19-and-the-immigration-system-may-2020-catalog-entry\">Statistics relating to Covid-19 and the immigration system</a></th>\n",
" <td>3417</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fcovid-19%2Fmmo-ad-hoc-statistical-release-uk-sea-fisheries-statistics-catalog-entry\">Ad hoc statistical release UK Sea Fisheries Statistics - Quantity (t)</a></th>\n",
" <td>2611</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fcovid-19%2Fnhs-d-coronavirus-shielded-patient-list-summary-totals-england-catalog-entry\">Coronavirus Shielded Patient List Summary Totals, England by Clinical Commissioning Group and Local Authority</a></th>\n",
" <td>37489</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fcovid-19%2Fnisra-weekly-deaths-year-ni%2Foccurrences-catalog-entry\">Weekly deaths - Occurrences</a></th>\n",
" <td>20330</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fcovid-19%2Fnisra-weekly-deaths-year-ni%2Fregistrations-catalog-entry\">Weekly Deaths - Registrations</a></th>\n",
" <td>74653</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fcovid-19%2Fnrs-deaths-involving-coronavirus-covid-19-in-scotland-catalog-entry\">Deaths involving COVID-19 in Scotland</a></th>\n",
" <td>53605</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fcovid-19%2Fons-death-registrations-and-occurrences-by-local-authority-and-health-board%2Foccurrences-catalog-entry\">Death Occurrences by Local Authority and Health Board</a></th>\n",
" <td>1444777</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fcovid-19%2Fons-death-registrations-and-occurrences-by-local-authority-and-health-board%2Fregistrations-catalog-entry\">Death Registrations by Local Authority and Health Board</a></th>\n",
" <td>1444777</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fcovid-19%2Fons-deaths-involving-covid-19-in-the-care-sector-england-and-wales-deaths-occurring-up-to-1-may-2020-and-registered-up-to-9-may-2020-provisional-catalog-entry\">Deaths involving COVID-19 in the care sector for England and Wales</a></th>\n",
" <td>317055</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fcovid-19%2Fons-number-of-deaths-in-care-homes-notified-to-the-care-quality-commission-england-catalog-entry\">Number of deaths in care homes notified to the Care Quality Commission, England</a></th>\n",
" <td>515016</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fcovid-19%2Fons-online-job-advert-estimates-catalog-entry\">Online job advert estimates</a></th>\n",
" <td>52876</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fcovid-19%2Fons-online-price-changes-for-high-demand-products-catalog-entry\">Online price changes for high-demand products</a></th>\n",
" <td>4621</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fcovid-19%2Fons-which-occupations-have-the-highest-potential-exposure-to-the-coronavirus-covid-19-catalog-entry\">Which occupations have the highest potential exposure to the coronavirus (COVID-19)?</a></th>\n",
" <td>5071</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fcovid-19%2Fphe-coronavirus-covid-19-in-the-uk-cases-catalog-entry\">Coronavirus COVID-19 in the UK - Cases by specimen date, by Nation, England: LTLA, UTLA, Region</a></th>\n",
" <td>756311</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fcovid-19%2Fphe-covid-19-number-of-outbreaks-in-care-homes-management-information-catalog-entry\">COVID-19: number of outbreaks in care homes - management information</a></th>\n",
" <td>87529</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fcovid-19%2Fphs-weekly-covid-19-statistical-data-in-scotland-catalog-entry\">Weekly COVID-19 Statistical Data in Scotland</a></th>\n",
" <td>3122</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fcovid-19%2Fsg-coronavirus-covid-19-additional-data-about-adult-care-homes-in-scotland-catalog-entry\">Testing for COVID-19 in adult care homes in Scotland</a></th>\n",
" <td>7887</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fcovid-19%2Fwg-notifications-of-deaths-of-residents-related-to-covid-19-in-adult-care-homes-catalog-entry\">Notifications of deaths of residents related to COVID-19 in adult care homes</a></th>\n",
" <td>249156</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fcovid-19%2Fwg-summary-data-about-coronavirus-covid-19-and-the-response-to-it-catalog-entry\">Summary data about Coronavirus COVID-19 and the response to it - Food Parcels</a></th>\n",
" <td>1982</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fcovid-19%2Fwg-survey-of-public-views-on-the-coronavirus-covid-19-catalog-entry\">Survey of public views on the coronavirus (COVID-19)</a></th>\n",
" <td>3164</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fedvp%2Fbeis-fuel-poverty-detailed-tables-2020%2Fedc-fuelcosts-characteristicsagg-catalog-entry\">Fuel poverty detailed tables - Household Characteristics - Aggregate Gap</a></th>\n",
" <td>1633</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fedvp%2Fbeis-fuel-poverty-detailed-tables-2020%2Fedc-fuelcosts-characteristicsavg-catalog-entry\">Fuel poverty detailed tables - Household Characteristics - Average Gap</a></th>\n",
" <td>1378</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fedvp%2Fbeis-fuel-poverty-detailed-tables-2020%2Fedc-fuelcosts-eligibilityagg-catalog-entry\">Fuel poverty detailed tables - Eligibility - Aggregate Gap</a></th>\n",
" <td>154</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fedvp%2Fbeis-fuel-poverty-detailed-tables-2020%2Fedc-fuelcosts-eligibilityavg-catalog-entry\">Fuel poverty detailed tables - Eligibility - Average Gap</a></th>\n",
" <td>154</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fedvp%2Fbeis-fuel-poverty-detailed-tables-2020%2Fedc-fuelcosts-energyagg-catalog-entry\">Fuel poverty detailed tables - Energy Efficiency and Dwelling Characteristics - Aggregate Gap</a></th>\n",
" <td>2824</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fedvp%2Fbeis-fuel-poverty-detailed-tables-2020%2Fedc-fuelcosts-energyavg-catalog-entry\">Fuel poverty detailed tables - Energy Efficiency and Dwelling Characteristics - Average Gap</a></th>\n",
" <td>2664</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fedvp%2Fbeis-fuel-poverty-detailed-tables-2020%2Fedc-fuelcosts-incomeagg-catalog-entry\">Fuel poverty detailed tables - Household Income - Aggregate Gap</a></th>\n",
" <td>284</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fedvp%2Fbeis-fuel-poverty-detailed-tables-2020%2Fedc-fuelcosts-incomeavg-catalog-entry\">Fuel poverty detailed tables - Household Income - Average Gap</a></th>\n",
" <td>266</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fedvp%2Fbeis-fuel-poverty-detailed-tables-2020%2Fedc-fuelcosts-paymentagg-catalog-entry\">Fuel poverty detailed tables - Fuel Payment Type - Aggregate Gap</a></th>\n",
" <td>130</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fedvp%2Fbeis-fuel-poverty-detailed-tables-2020%2Fedc-fuelcosts-paymentavg-catalog-entry\">Fuel poverty detailed tables - Fuel Payment Type - Average Gap</a></th>\n",
" <td>130</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fedvp%2Fbeis-fuel-poverty-supplementary-tables-2020%2Feedc-floorarea-catalog-entry\">Fuel poverty supplementary tables - Energy Efficiency and Dwelling Characteristics - Median floor area</a></th>\n",
" <td>1253</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fedvp%2Fbeis-fuel-poverty-supplementary-tables-2020%2Feedc-fpeer-catalog-entry\">Fuel poverty supplementary tables - Energy Efficiency and Dwelling Characteristics - Median Fuel Poverty Energy Efficiency Rating (FPEER)</a></th>\n",
" <td>1151</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fedvp%2Fbeis-fuel-poverty-supplementary-tables-2020%2Feedc-fuelcosts-catalog-entry\">Fuel poverty supplementary tables - Energy Efficiency and Dwelling Characteristics - Median equivalised fuel costs</a></th>\n",
" <td>1253</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fedvp%2Fbeis-fuel-poverty-supplementary-tables-2020%2Feedc-housingcosts-catalog-entry\">Fuel poverty supplementary tables - Energy Efficiency and Dwelling Characteristics - Median after housing costs (AHC), equivalised income</a></th>\n",
" <td>1253</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fedvp%2Fbeis-fuel-poverty-supplementary-tables-2020%2Ffupt-floorarea-catalog-entry\">Fuel poverty supplementary tables - HFuel Payment Type - Median floor area</a></th>\n",
" <td>130</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fedvp%2Fbeis-fuel-poverty-supplementary-tables-2020%2Ffupt-fpeer-catalog-entry\">Fuel poverty supplementary tables - Fuel Payment Type - Median Fuel Poverty Energy Efficiency Rating (FPEER)</a></th>\n",
" <td>130</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fedvp%2Fbeis-fuel-poverty-supplementary-tables-2020%2Ffupt-fuelcosts-catalog-entry\">Fuel poverty supplementary tables - Fuel Payment Type - Median equivalised fuel costs</a></th>\n",
" <td>130</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fedvp%2Fbeis-fuel-poverty-supplementary-tables-2020%2Ffupt-housingcosts-catalog-entry\">Fuel poverty supplementary tables - Fuel Payment Type - Median after housing costs (AHC), equivalised income</a></th>\n",
" <td>130</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fedvp%2Fbeis-fuel-poverty-supplementary-tables-2020%2Fhoch-floorarea-catalog-entry\">Fuel poverty supplementary tables - Housing Characteristics - Median floor area</a></th>\n",
" <td>418</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fedvp%2Fbeis-fuel-poverty-supplementary-tables-2020%2Fhoch-fpeer-catalog-entry\">Fuel poverty supplementary tables - Housing Characteristics - Median Fuel Poverty Energy Efficiency Rating (FPEER)</a></th>\n",
" <td>330</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fedvp%2Fbeis-fuel-poverty-supplementary-tables-2020%2Fhoch-fuelcosts-catalog-entry\">Fuel poverty supplementary tables - Housing Characteristics - Median equivalised fuel costs</a></th>\n",
" <td>418</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fedvp%2Fbeis-fuel-poverty-supplementary-tables-2020%2Fhoch-housingcosts-catalog-entry\">Fuel poverty supplementary tables - Housing Characteristics - Median after housing costs (AHC), equivalised income</a></th>\n",
" <td>418</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fedvp%2Fbeis-fuel-poverty-supplementary-tables-2020%2Fhoin-floorarea-catalog-entry\">Fuel poverty supplementary tables - Housing Income - Median floor area</a></th>\n",
" <td>154</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fedvp%2Fbeis-fuel-poverty-supplementary-tables-2020%2Fhoin-fpeer-catalog-entry\">Fuel poverty supplementary tables - Housing Income - Median Fuel Poverty Energy Efficiency Rating (FPEER)</a></th>\n",
" <td>154</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fedvp%2Fbeis-fuel-poverty-supplementary-tables-2020%2Fhoin-fuelcosts-catalog-entry\">Fuel poverty supplementary tables - Housing Income - Median equivalised fuel costs</a></th>\n",
" <td>154</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fedvp%2Fbeis-fuel-poverty-supplementary-tables-2020%2Fhoin-housingcosts-catalog-entry\">Fuel poverty supplementary tables - Housing Income - Median after housing costs (AHC), equivalised income</a></th>\n",
" <td>154</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fedvp%2Fdft-electric-vehicle-charging-device-statistics-month-year-data-tables-catalog-entry\">Electric vehicle charging device statistics: January 2021</a></th>\n",
" <td>71791</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fedvp%2Fofgem-cheapest-tariffs-by-payment-method-typical-domestic-dual-fuel-customer-gb-catalog-entry\">Cheapest tariffs by payment method: Typical domestic dual fuel customer (GB)</a></th>\n",
" <td>4537</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fedvp%2Fofgem-retail-price-comparison-by-company-and-tariff-type-domestic-gb-catalog-entry\">Retail price comparison by company and tariff type: Domestic (GB)</a></th>\n",
" <td>3954</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fedvp%2Fofgem-warm-home-discount-scheme%2Fgbpexpenditure-catalog-entry\">Warm Home Discount Scheme: Total expenditure by obligated suppliers</a></th>\n",
" <td>590</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fedvp%2Fofgem-warm-home-discount-scheme%2Fnationexpenditure-catalog-entry\">Warm Home Discount Scheme: Percentage spend by nation</a></th>\n",
" <td>78</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fedvp%2Fofgem-warm-home-discount-scheme%2Fpercentageexpenditure-catalog-entry\">Warm Home Discount Scheme: Distribution of expenditure by year</a></th>\n",
" <td>343</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fenergy%2Fbeis-fuel-used-in-generation-dukes-5-3-catalog-entry\">Fuel used in generation (DUKES 5.3)</a></th>\n",
" <td>7548</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fenergy%2Fbeis-liquid-biofuels-for-transport-consumption-et-6-2-quarterly-catalog-entry\">Liquid biofuels for transport consumption (ET 6.2 - quarterly)</a></th>\n",
" <td>4995</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fhomelessness%2Fmhclg-families-in-bed-and-breakfast-accommodation-for-more-than-6-weeks-catalog-entry\">Families in bed and breakfast accommodation for more than 6 weeks</a></th>\n",
" <td>22724</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fhomelessness%2Fmhclg-rough-sleeping-catalog-entry\">Rough Sleeping Snapshot in England</a></th>\n",
" <td>177652</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fsdg%2Findicators%2Fproportion-of-children-under-5-years-of-age-whose-births-have-been-registered-with-a-civil-authority-by-age-catalog-entry\">Proportion of children under 5 years of age whose births have been registered with a civil authority, by age</a></th>\n",
" <td>75</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fsdg%2Findicators%2Fpublicly-accessible-green-space-as-a-proportion-of-urban-area-catalog-entry\">Publicly accessible green space as a proportion of urban area</a></th>\n",
" <td>89</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftowns-high-streets%2Fbeis-electric-prepayment-meter-statistics%2Fmean-catalog-entry\">Electric prepayment meter statistics - Mean Consumption</a></th>\n",
" <td>393000</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftowns-high-streets%2Fbeis-electric-prepayment-meter-statistics%2Fmedian-catalog-entry\">Electric prepayment meter statistics - Median Consumption</a></th>\n",
" <td>393000</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftowns-high-streets%2Fbeis-electric-prepayment-meter-statistics%2Fpostcode-sales-catalog-entry\">Electric prepayment meter statistics by Post Code - Sales</a></th>\n",
" <td>1533658</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftowns-high-streets%2Fbeis-electric-prepayment-meter-statistics%2Fsales-catalog-entry\">Electric prepayment meter statistics - Sales</a></th>\n",
" <td>393000</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftowns-high-streets%2Fbeis-lower-and-middle-super-output-areas-electricity-consumption-catalog-entry\">Lower Super Output Areas (LSOA) electricity consumption</a></th>\n",
" <td>3379883</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftowns-high-streets%2Fbeis-lower-and-middle-super-output-areas-gas-consumption-catalog-entry\">Lower Super Output Areas (LSOA) gas consumption</a></th>\n",
" <td>3251781</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftowns-high-streets%2Fbeis-sub-regional-fuel-poverty-data-year-catalog-entry\">Sub-regional fuel poverty data - England</a></th>\n",
" <td>541880</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftowns-high-streets%2Fdft-journey-times-to-key-services-by-lower-super-output-area%2Femployment-centres-catalog-entry\">Journey times to key services by lower super output area: Employment Centres - JTS0501</a></th>\n",
" <td>2956043</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftowns-high-streets%2Fdft-journey-times-to-key-services-by-lower-super-output-area%2Ffood-stores-catalog-entry\">Journey times to key services by lower super output area: Food Stores - JTS0507</a></th>\n",
" <td>3547224</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftowns-high-streets%2Fdft-journey-times-to-key-services-by-lower-super-output-area%2Ffurther-education-catalog-entry\">Journey times to key services by lower super output area: Further Education - JTS0504</a></th>\n",
" <td>3547224</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftowns-high-streets%2Fdft-journey-times-to-key-services-by-lower-super-output-area%2Fgeneral-practices-catalog-entry\">Journey times to key services by lower super output area: General Practices - JTS0505</a></th>\n",
" <td>3547224</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftowns-high-streets%2Fdft-journey-times-to-key-services-by-lower-super-output-area%2Fhospitals-catalog-entry\">Journey times to key services by lower super output area: Hospitals - JTS0506</a></th>\n",
" <td>3547224</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftowns-high-streets%2Fdft-journey-times-to-key-services-by-lower-super-output-area%2Fpharmacies-catalog-entry\">Journey times to key services by lower super output area: Pharmacies - JTS0509</a></th>\n",
" <td>591264</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftowns-high-streets%2Fdft-journey-times-to-key-services-by-lower-super-output-area%2Fprimary-schools-catalog-entry\">Journey times to key services by lower super output area: Primary Schools - JTS0502</a></th>\n",
" <td>3547224</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftowns-high-streets%2Fdft-journey-times-to-key-services-by-lower-super-output-area%2Fsecondary-schools-catalog-entry\">Journey times to key services by lower super output area: Secondary Schools - JTS0503</a></th>\n",
" <td>3547224</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftowns-high-streets%2Fdft-journey-times-to-key-services-by-lower-super-output-area%2Ftown-centre-catalog-entry\">Journey times to key services by lower super output area: Town Centre - JTS0508</a></th>\n",
" <td>3547224</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftowns-high-streets%2Fhmrc-child-benefit-small-area-data%2Fchildren-catalog-entry\">Child Benefit small area statistics - Children receiving Child benefit</a></th>\n",
" <td>4035338</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftowns-high-streets%2Fhmrc-child-benefit-small-area-data%2Ffamilies-catalog-entry\">Child Benefit small area statistics - Families in receipt of Child benefit</a></th>\n",
" <td>1795428</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftowns-high-streets%2Fmhclg-english-indices-of-deprivation-2019-catalog-entry\">English indices of deprivation</a></th>\n",
" <td>13925915</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftowns-high-streets%2Fmhclg-tracking-economic-and-child-income-deprivation-at-neighbourhood-level-in-england-1999-to-2009%2Fcount-catalog-entry\">Tracking economic and child income deprivation at neighbourhood level in England: Total Population (all ages)</a></th>\n",
" <td>2858477</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftowns-high-streets%2Fmhclg-tracking-economic-and-child-income-deprivation-at-neighbourhood-level-in-england-1999-to-2009%2Fdenominators-catalog-entry\">Tracking economic and child income deprivation at neighbourhood level in England: Denominators</a></th>\n",
" <td>9647243</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftowns-high-streets%2Fmhclg-tracking-economic-and-child-income-deprivation-at-neighbourhood-level-in-england-1999-to-2009%2Fnumerators-catalog-entry\">Tracking economic and child income deprivation at neighbourhood level in England: Numerators</a></th>\n",
" <td>9709539</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftowns-high-streets%2Fmhclg-tracking-economic-and-child-income-deprivation-at-neighbourhood-level-in-england-1999-to-2009%2Franks-catalog-entry\">Tracking economic and child income deprivation at neighbourhood level in England: Ranks</a></th>\n",
" <td>12862944</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftowns-high-streets%2Fmhclg-tracking-economic-and-child-income-deprivation-at-neighbourhood-level-in-england-1999-to-2009%2Fscores-catalog-entry\">Tracking economic and child income deprivation at neighbourhood level in England: Scores</a></th>\n",
" <td>12925257</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftowns-high-streets%2Fnhs-d-patients-registered-at-a-gp-practice%2Fgp-catalog-entry\">Patients Registered at a GP Practice - GP</a></th>\n",
" <td>17100420</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftowns-high-streets%2Fnhs-d-patients-registered-at-a-gp-practice%2Forg-catalog-entry\">Patients Registered at a GP Practice - CCG, STP, Comm Region</a></th>\n",
" <td>428794</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftowns-high-streets%2Fnhs-d-patients-registered-at-a-gp-practice%2Fpcn-catalog-entry\">Patients Registered at a GP Practice - PCN</a></th>\n",
" <td>2926554</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftowns-high-streets%2Fons-population-estimates-by-output-areas-electoral-health-and-other-geographies-england-and-wales-catalog-entry\">Population estimates by Output Area Geographies, Gender and Age, England and Wales</a></th>\n",
" <td>49092727</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftowns-high-streets%2Fsg-scottish-index-of-multiple-deprivation-2020%2Findicators-catalog-entry\">Scottish Index of Multiple Deprivation - Indicators</a></th>\n",
" <td>2457410</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftowns-high-streets%2Fsg-scottish-index-of-multiple-deprivation-2020%2Franks-catalog-entry\">Scottish Index of Multiple Deprivation - Ranks</a></th>\n",
" <td>502321</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fhmrc-rts-small-area%2Fhmrc-rts-small-area-business-count-catalog-entry\">Regional trade in goods statistics disaggregated by smaller geographical areas: 2019 Business Count</a></th>\n",
" <td>107228</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fhmrc-rts-small-area%2Fhmrc-rts-small-area-gbp-million-catalog-entry\">Regional trade in goods statistics disaggregated by smaller geographical areas: 2019: Statistical value (£ million)</a></th>\n",
" <td>107628</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fhmrc-trade-in-goods-by-business-characteristics-catalog-entry\">UK trade in goods by business characteristics 2019 - data tables</a></th>\n",
" <td>29632</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fons-foreign-direct-investment-involving-uk-companies-catalog-entry\">Foreign direct investment involving UK companies (directional)</a></th>\n",
" <td>406551</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fons-uk-total-trade-catalog-entry\">UK total trade: all countries, non-seasonally adjusted</a></th>\n",
" <td>520626</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fons-uk-trade-in-goods-by-industry-country-and-commodity-catalog-entry\">UK trade in goods by industry, country and commodity - Imports & Exports</a></th>\n",
" <td>1636251</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fons_abs-catalog-entry\">Annual Business Survey exporters and importers</a></th>\n",
" <td>13585</td>\n",
" </tr>\n",
" <tr>\n",
" <th rowspan=\"4\" valign=\"top\">Balance of payments</th>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fons-balance-of-payments-catalog-entry\">Balance of payments</a></th>\n",
" <td>37343</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fons-uk-sa-trade-in-goods-catalog-entry\">Trade in goods: all countries, seasonally adjusted</a></th>\n",
" <td>1333936</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fons-uk-trade-in-services-by-industry-country-and-service-type-exports-catalog-entry\">UK trade in services by industry, country and service type, Imports & Exports</a></th>\n",
" <td>286035</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fons_mrets-catalog-entry\">UK trade time series - Chained Value Measures</a></th>\n",
" <td>2578968</td>\n",
" </tr>\n",
" <tr>\n",
" <th rowspan=\"7\" valign=\"top\">Energy</th>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fedvp%2Fbeis-renewable-electricity-capacity-and-generation-et-6-1-quarterly-catalog-entry\">Renewable electricity capacity and generation (ET 6.1 - quarterly)</a></th>\n",
" <td>59308</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fedvp%2Flccc-actual-ilr-income-catalog-entry\">Actual ILR Income</a></th>\n",
" <td>53548</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fenergy%2Fbeis-energy-trends-december-2020-special-feature-article-electricity-generation-and-supply-in-scotland-wales-northern-ireland-and-england-2016-to-2019%2Fgeneration-and-supply-of-electricity-in-scotland-england-wales-northern-ireland-and-england-2004-to-2019-catalog-entry\">Generation and supply of electricity in Scotland, England, Wales, Northern Ireland and England, 2004 to 2019</a></th>\n",
" <td>10216</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fenergy%2Fbeis-energy-trends-december-2020-special-feature-article-electricity-generation-and-supply-in-scotland-wales-northern-ireland-and-england-2016-to-2019%2Fgeneration-of-electricity-by-fuel-in-scotland-england-wales-northern-ireland-and-england-2004-to-2019-catalog-entry\">Generation of electricity by fuel in Scotland, England, Wales, Northern Ireland and England, 2004 to 2019</a></th>\n",
" <td>25354</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fenergy%2Fbeis-final-uk-greenhouse-gas-emissions-national-statistics-1990-to-2019-catalog-entry\">Final UK greenhouse gas emissions national statistics: 1990 to 2019</a></th>\n",
" <td>163176</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fenergy%2Fbeis-renewables-obligation-certificates-and-generation-monthly-catalog-entry\">Renewables obligation: certificates and generation</a></th>\n",
" <td>67680</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Fenergy%2Fbeis-sub-regional-feed-in-tariffs-confirmed-on-the-cfr-statistics-catalog-entry\">Sub-regional Feed-in Tariffs confirmed on the CFR statistics</a></th>\n",
" <td>239520</td>\n",
" </tr>\n",
" <tr>\n",
" <th rowspan=\"7\" valign=\"top\">Gross Domestic Product (GDP)</th>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fons-quarterly-national-accounts%2Fgbp-data-tables-aggregates-catalog-entry\">GDP – data tables - National Accounts aggregates (A2)</a></th>\n",
" <td>23548</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fons-quarterly-national-accounts%2Fgbp-data-tables-change-in-inventories-catalog-entry\">GDP – data tables - Change in inventories at current prices and chained volume measures (G1, G2)</a></th>\n",
" <td>28407</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fons-quarterly-national-accounts%2Fgbp-data-tables-change-in-trade-catalog-entry\">GDP – data tables - Exports and Imports of goods and services at current prices and chained volume measures (H1, H2)</a></th>\n",
" <td>53994</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fons-quarterly-national-accounts%2Fgbp-data-tables-cvm-output-catalog-entry\">GDP – data tables - Gross value added chained volume measures at basic prices, by category of output (B1 & B2)</a></th>\n",
" <td>32617</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fons-quarterly-national-accounts%2Fgbp-data-tables-expenditure-catalog-entry\">GDP – data tables - Household final consumption by purpose and goods and services at Current Prices & Chained Volume Measures (E1, E2, E3, E4)</a></th>\n",
" <td>75216</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fons-quarterly-national-accounts%2Fgbp-data-tables-gfcf-catalog-entry\">GDP – data tables - Gross fixed capital formation by sector and type of asset at current prices and chained volume measures (F1, F2)</a></th>\n",
" <td>40956</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fons-quarterly-national-accounts%2Fgbp-data-tables-income-catalog-entry\">GDP – data tables - Gross domestic product: by category of income at current prices (D)</a></th>\n",
" <td>36454</td>\n",
" </tr>\n",
" <tr>\n",
" <th rowspan=\"3\" valign=\"top\">International trade</th>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fons-exports-of-services-by-country-by-modes-of-supply-catalog-entry\">Imports and Exports of services by country, by modes of supply</a></th>\n",
" <td>11625</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fons-international-trade-in-services-by-subnational-areas-of-the-uk-catalog-entry\">International trade in services by subnational areas of the UK</a></th>\n",
" <td>91893</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fons-international-trade-in-services-catalog-entry\">International trade in services</a></th>\n",
" <td>248308</td>\n",
" </tr>\n",
" <tr>\n",
" <th rowspan=\"3\" valign=\"top\">Towns & High Streets</th>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftowns-and-high-streets%2Fons-employment-estimates-for-towns-for-2019-catalog-entry\">Employment estimates for towns for 2019</a></th>\n",
" <td>8346</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftowns-and-high-streets%2Fons-employment-for-towns-by-broad-industry-groups-business-register-and-employment-survey-bres-catalog-entry\">Employment for towns by broad industry groups, Business Register and Employment Survey (BRES), 2018</a></th>\n",
" <td>608487</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftowns-and-high-streets%2Fons-towns-local-units-counts-by-size-bands-inter-departmental-business-register-idbr-2015-to-2018-catalog-entry\">Towns - local units counts by size bands, Inter-Departmental Business Register (IDBR), 2015 to 2018</a></th>\n",
" <td>189813</td>\n",
" </tr>\n",
" <tr>\n",
" <th rowspan=\"28\" valign=\"top\">Trade</th>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fdcms-sectors-economic-estimates-year-trade-in-services-catalog-entry\">Sectors Economic Estimates 2018: Trade in services</a></th>\n",
" <td>42442</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fhmrc-alcohol-bulletin%2Falcohol-bulletin-clearances-catalog-entry\">Alcohol Bulletin - Clearances</a></th>\n",
" <td>63855</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fhmrc-alcohol-bulletin%2Falcohol-bulletin-duty-receipts-catalog-entry\">Alcohol Bulletin - Duty Receipts</a></th>\n",
" <td>12255</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fhmrc-alcohol-bulletin%2Falcohol-bulletin-production-catalog-entry\">Alcohol Bulletin - Production</a></th>\n",
" <td>5976</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fhmrc-overseas-trade-statistics%2Fhmrc-overseas-trade-statistics-cn8-catalog-entry\">HMRC Overseas Trade Statistics - Combined Nomenclature 8</a></th>\n",
" <td>5267346</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fhmrc-overseas-trade-statistics%2Fhmrc-overseas-trade-statistics-cn8-catalog-entry\">HMRC Overseas Trade Statistics - Combined Nomenclature 8</a></th>\n",
" <td>5267286</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fhmrc-overseas-trade-statistics%2Fhmrc-overseas-trade-statistics-sitc-catalog-entry\">HMRC Overseas Trade Statistics - SITCv4</a></th>\n",
" <td>3536988</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fhmrc-overseas-trade-statistics%2Fhmrc-overseas-trade-statistics-sitc-catalog-entry\">HMRC Overseas Trade Statistics - SITCv4</a></th>\n",
" <td>3536928</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fhmrc-regional-trade-statistics-catalog-entry\">HMRC Regional Trade Statistics</a></th>\n",
" <td>12071610</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fhmrc-regional-trade-statistics-catalog-entry\">HMRC Regional Trade Statistics</a></th>\n",
" <td>2057651</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fhmrc-regional-trade-statistics-catalog-entry\">HMRC Regional Trade Statistics</a></th>\n",
" <td>2047551</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fhmrc-regional-trade-statistics-catalog-entry\">HMRC Regional Trade Statistics</a></th>\n",
" <td>2080031</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fhmrc-regional-trade-statistics-catalog-entry\">HMRC Regional Trade Statistics</a></th>\n",
" <td>2072331</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fhmrc-regional-trade-statistics-catalog-entry\">HMRC Regional Trade Statistics</a></th>\n",
" <td>2077851</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fhmrc-regional-trade-statistics-catalog-entry\">HMRC Regional Trade Statistics</a></th>\n",
" <td>2056171</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fhmrc-regional-trade-statistics-catalog-entry\">HMRC Regional Trade Statistics</a></th>\n",
" <td>2071231</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fhmrc-regional-trade-statistics-catalog-entry\">HMRC Regional Trade Statistics</a></th>\n",
" <td>2056731</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fhmrc-regional-trade-statistics-catalog-entry\">HMRC Regional Trade Statistics</a></th>\n",
" <td>2053391</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fhmrc-regional-trade-statistics-interactive-analysis-catalog-entry\">Regional trade statistics interactive analysis: second quarter 2020</a></th>\n",
" <td>2179035</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fons-international-exports-of-services-from-subnational-areas-of-the-uk-catalog-entry\">International exports of services from subnational areas of the UK</a></th>\n",
" <td>25578</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fons-pink-book-trade-in-services-catalog-entry\">The Pink Book, Trade in Services</a></th>\n",
" <td>53676</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fons-quarterly-country-and-regional-gdp-catalog-entry\">Quarterly country and regional GDP</a></th>\n",
" <td>246972</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fons-regional-gross-domestic-product-city-regions-catalog-entry\">Regional Gross Domestic Product city regions - Chained Volume Measures annual growth rates</a></th>\n",
" <td>1104169</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fons-reuk-service-catalog-entry\">Regionalised estimates of UK service exports</a></th>\n",
" <td>9580</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fons-uk-trade-in-goods-cpa-08-catalog-entry\">UK trade in goods, CPA(08)</a></th>\n",
" <td>1131769</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fons-uk-trade-in-services-by-business-characteristics-catalog-entry\">UK trade in services by business characteristics</a></th>\n",
" <td>41653</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fons-uk-trade-in-services-catalog-entry\">UK trade in services: service type by partner country, non-seasonally adjusted</a></th>\n",
" <td>1910023</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fons_cpa-catalog-entry\">UK trade in goods by classification of product by activity time series</a></th>\n",
" <td>6611963</td>\n",
" </tr>\n",
" <tr>\n",
" <th rowspan=\"7\" valign=\"top\">UK sector accounts</th>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fons-uk-economic-accounts-balance-of-payments-current-account%2Fuk-economic-accounts-balance-of-payments-capital-account-catalog-entry\">UK Economic Accounts: balance of payments - Capital Account</a></th>\n",
" <td>86848</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fons-uk-economic-accounts-balance-of-payments-current-account%2Fuk-economic-accounts-balance-of-payments-current-account-primary-income-catalog-entry\">UK Economic Accounts: balance of payments - Current Account - Primary Income</a></th>\n",
" <td>109516</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fons-uk-economic-accounts-balance-of-payments-current-account%2Fuk-economic-accounts-balance-of-payments-current-account-secondary-income-catalog-entry\">UK Economic Accounts: balance of payments - Current Account - Secondary Income</a></th>\n",
" <td>60556</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fons-uk-economic-accounts-balance-of-payments-current-account%2Fuk-economic-accounts-balance-of-payments-current-account-summary-of-balance-of-payments-catalog-entry\">UK Economic Accounts: balance of payments - Current Account - Summary of balance of payments</a></th>\n",
" <td>37264</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fons-uk-economic-accounts-balance-of-payments-current-account%2Fuk-economic-accounts-balance-of-payments-current-account-trade-in-goods-and-services-catalog-entry\">UK Economic Accounts: balance of payments - Current Account - Trade in goods and services</a></th>\n",
" <td>158517</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fons-uk-economic-accounts-balance-of-payments-current-account%2Fuk-economic-accounts-balance-of-payments-current-account-transactions-with-non-eu-countries-catalog-entry\">UK Economic Accounts: balance of payments - Current Account - Transactions with non-EU countries</a></th>\n",
" <td>475276</td>\n",
" </tr>\n",
" <tr>\n",
" <th><a href=\"http://staging.gss-data.org.uk/cube/explore?uri=http%3A%2F%2Fgss-data.org.uk%2Fdata%2Fgss_data%2Ftrade%2Fons-uk-economic-accounts-balance-of-payments-current-account%2Fuk-economic-accounts-balance-of-payments-current-account-transactions-with-the-eu-and-emu-catalog-entry\">UK Economic Accounts: balance of payments - Current Account - Transactions with the EU and EMU</a></th>\n",
" <td>95123</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"from urllib.parse import urlencode\n",
"def gss_url(uri):\n",
" return 'http://staging.gss-data.org.uk/cube/explore?' + urlencode({\n",
" 'uri': uri\n",
" })\n",
"\n",
"table['Dataset'] = table.apply(lambda x: f'<a href=\"{gss_url(x.Dataset)}\">{x.Label}</a>', axis=1)\n",
"table.drop(columns=['Label'], inplace=True)\n",
"table = table[['Dataset', 'Theme', 'Size']]\n",
"table = table.sort_values(by=['Theme', 'Dataset'])\n",
"table = table.set_index(['Theme', '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=True))\n",
"HTML(table.to_html(escape=False, index=True, justify='left'))"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<AxesSubplot:>"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"rank = table.sort_values(by='Size', ascending=False).reset_index(drop=True)\n",
"rank.plot(logy=True)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.9.1"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
