{
"cells": [
{
"cell_type": "markdown",
"id": "ec4bdf5d",
"metadata": {},
"source": [
"# Index of Multiple Deprivation (IMD)"
]
},
{
"cell_type": "code",
"execution_count": 24,
"id": "0fe3ef05",
"metadata": {
"tags": [
"remove-input"
]
},
"outputs": [
{
"data": {
"text/markdown": [
">Last modified: 14 Aug 2025"
],
"text/plain": [
"<IPython.core.display.Markdown object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"from IPython.display import display, Markdown\n",
"import sys\n",
"import os\n",
"sys.path.append(os.path.abspath('../../../scripts/'))\n",
"from data_doc_helper import PlaceDataSet as DS, last_modified\n",
"last_modified()"
]
},
{
"cell_type": "code",
"execution_count": 25,
"id": "389cd087",
"metadata": {
"tags": [
"remove-input"
]
},
"outputs": [
{
"data": {
"text/markdown": [
"<div style=\"background-color: rgba(0, 178, 169, 0.3); padding: 5px; border-radius: 5px;\"><strong>UK LLC provides a dataset containing UK-wide harmonised measures of indices of multiple deprivation, an urban-rural indicator and population density.</strong></div>"
],
"text/plain": [
"<IPython.core.display.Markdown object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"display(Markdown('<div style=\"background-color: rgba(0, 178, 169, 0.3); padding: 5px; border-radius: 5px;\"><strong>UK LLC provides a dataset containing UK-wide harmonised measures of indices of multiple deprivation, an urban-rural indicator and population density.</strong></div>'))"
]
},
{
"cell_type": "code",
"execution_count": 26,
"id": "70a8c233",
"metadata": {
"tags": [
"remove-input"
]
},
"outputs": [
{
"data": {
"text/markdown": [
"<div style=\"background-color: rgb(229, 106, 84, 0.3); padding: 5px; border-radius: 5px;\"><strong>More information about this dataset is available <a href=\"Understanding_IMD.html\" target=\"_blank\">here.</a></strong></div>"
],
"text/plain": [
"<IPython.core.display.Markdown object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"display(Markdown('<div style=\"background-color: rgb(229, 106, 84, 0.3); padding: 5px; border-radius: 5px;\"><strong>More information about this dataset is available <a href=\"Understanding_IMD.html\" target=\"_blank\">here.</a></strong></div>'))"
]
},
{
"cell_type": "markdown",
"id": "f5e5d145",
"metadata": {},
"source": [
"## IMD, urban/rural classification and population estimates\n",
"\n",
"This dataset is made up of the following three sources of data: Index of Multiple Deprivation, an Urban-Rural Indicator and Population Estimates.\n",
"\n",
"The Index of Deprivation datasets differ across the four UK nations, but each provide small area measures of relative deprivation. Each national index ranks areas from most deprived to least deprived, based on measures of deprivation such as income, education, health and employment.\n",
"\n",
"Urban-Rural classifications also differ across the four nations but overall provide an indicator of which areas rural and which are urban based on characteristics such as dwelling densities and distance to major towns and cities.\n",
"\n",
"The National Records of Scotland (NRS), Northern Ireland Statistics and Research Agency (NISRA) and the Office of National Statistics (ONS) produce national mid-year population estimates. \n",
"\n",
"This dataset also includes harmonised variables for the [Indices of Multiple Deprivation](https://data.geods.ac.uk/dataset/index-of-multiple-deprivation-imd) and [Urban-Rural classification](https://pages.mysociety.org/uk_ruc/analysis/background_and_analysis.html) across the UK.\n",
"\n",
"\n",
"## 1. Summary"
]
},
{
"cell_type": "code",
"execution_count": 27,
"id": "6b0b317a",
"metadata": {
"tags": [
"remove-input"
]
},
"outputs": [
{
"data": {
"text/markdown": [
"### imd_england"
],
"text/plain": [
"<IPython.core.display.Markdown object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"display(Markdown('### imd_england'))"
]
},
{
"cell_type": "code",
"execution_count": 28,
"id": "a0e5b8ea",
"metadata": {
"tags": [
"remove-input",
"hide-cell"
]
},
"outputs": [
{
"data": {
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" text-align: left;\n",
"}\n",
"</style>\n",
"<table id=\"T_38038\" style=\"font-size: 14px\">\n",
" <thead>\n",
" <tr>\n",
" <th id=\"T_38038_level0_col0\" class=\"col_heading level0 col0\" >Dataset Descriptor</th>\n",
" <th id=\"T_38038_level0_col1\" class=\"col_heading level0 col1\" >Dataset-specific Information</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <td id=\"T_38038_row0_col0\" class=\"data row0 col0\" >Name of Dataset in TRE</td>\n",
" <td id=\"T_38038_row0_col1\" class=\"data row0 col1\" >PLACE_imd_england</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_38038_row1_col0\" class=\"data row1 col0\" >Citation (APA)</td>\n",
" <td id=\"T_38038_row1_col1\" class=\"data row1 col1\" >UK Longitudinal Linkage Collaboration. (2025). <i>Place based data: IMD England.</i> UK Longitudinal Linkage Collaboration (UK LLC). <a href=\"https://doi.org/10.83126/ukllc-dataset-00450-01\" rel=\"noopener noreferrer\" target=\"_blank\">https://doi.org/10.83126/ukllc-dataset-00450-01</a></td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_38038_row2_col0\" class=\"data row2 col0\" >Download Citation</td>\n",
" <td id=\"T_38038_row2_col1\" class=\"data row2 col1\" > <a href=\"https://api.test.datacite.org/application/vnd.citationstyles.csl+json/10.83126/ukllc-dataset-00450-01\" rel=\"noopener noreferrer\" target=\"_blank\">Citeproc JSON</a> <a href=\"https://api.test.datacite.org/application/x-bibtex/10.83126/ukllc-dataset-00450-01\" rel=\"noopener noreferrer\" target=\"_blank\">BibTeX</a> <a href=\"https://api.test.datacite.org/application/x-research-info-systems/10.83126/ukllc-dataset-00450-01\" rel=\"noopener noreferrer\" target=\"_blank\">RIS</a></td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_38038_row3_col0\" class=\"data row3 col0\" >Owner</td>\n",
" <td id=\"T_38038_row3_col1\" class=\"data row3 col1\" >University of Leicester and St George's, University of London</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_38038_row4_col0\" class=\"data row4 col0\" >Authors</td>\n",
" <td id=\"T_38038_row4_col1\" class=\"data row4 col1\" >UK Longitudinal Linkage Collaboration</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_38038_row5_col0\" class=\"data row5 col0\" >Temporal Coverage</td>\n",
" <td id=\"T_38038_row5_col1\" class=\"data row5 col1\" >01/2011 - 12/2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_38038_row6_col0\" class=\"data row6 col0\" >Geographical Coverage</td>\n",
" <td id=\"T_38038_row6_col1\" class=\"data row6 col1\" >England</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_38038_row7_col0\" class=\"data row7 col0\" >Participant Count</td>\n",
" <td id=\"T_38038_row7_col1\" class=\"data row7 col1\" >None</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_38038_row8_col0\" class=\"data row8 col0\" >Number of Variables</td>\n",
" <td id=\"T_38038_row8_col1\" class=\"data row8 col1\" >16</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_38038_row9_col0\" class=\"data row9 col0\" >Number of Observations</td>\n",
" <td id=\"T_38038_row9_col1\" class=\"data row9 col1\" >32844</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_38038_row10_col0\" class=\"data row10 col0\" >Key Link</td>\n",
" <td id=\"T_38038_row10_col1\" class=\"data row10 col1\" > <a href=\" https://guidebook.ukllc.ac.uk/docs/linked_geo_data/place_based_intro\" rel=\"noopener noreferrer\" target=\"_blank\"> https://guidebook.ukllc.ac.uk/docs/linked_geo_data/place_based_intro</a></td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_38038_row11_col0\" class=\"data row11 col0\" >Keywords</td>\n",
" <td id=\"T_38038_row11_col1\" class=\"data row11 col1\" >IMD,deprivation,population,urban-rural</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_38038_row12_col0\" class=\"data row12 col0\" >Latest Extract Date</td>\n",
" <td id=\"T_38038_row12_col1\" class=\"data row12 col1\" >TBC</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_38038_row13_col0\" class=\"data row13 col0\" >Specific Restrictions to Data Use</td>\n",
" <td id=\"T_38038_row13_col1\" class=\"data row13 col1\" >None</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_38038_row14_col0\" class=\"data row14 col0\" >Build a Data Request</td>\n",
" <td id=\"T_38038_row14_col1\" class=\"data row14 col1\" > <a href=\"https://explore.ukllc.ac.uk/\" rel=\"noopener noreferrer\" target=\"_blank\">https://explore.ukllc.ac.uk/</a></td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n"
],
"text/plain": [
"<pandas.io.formats.style.Styler at 0x255a3daac10>"
]
},
"execution_count": 28,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"DS(\"imd_england\").info_table()"
]
},
{
"cell_type": "code",
"execution_count": 29,
"id": "749d3522",
"metadata": {
"tags": [
"remove-input"
]
},
"outputs": [
{
"data": {
"text/markdown": [
"### imd_northern_ireland"
],
"text/plain": [
"<IPython.core.display.Markdown object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"display(Markdown('### imd_northern_ireland'))"
]
},
{
"cell_type": "code",
"execution_count": 30,
"id": "dc35de10",
"metadata": {
"tags": [
"remove-input",
"hide-cell"
]
},
"outputs": [
{
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" <thead>\n",
" <tr>\n",
" <th id=\"T_518ab_level0_col0\" class=\"col_heading level0 col0\" >Dataset Descriptor</th>\n",
" <th id=\"T_518ab_level0_col1\" class=\"col_heading level0 col1\" >Dataset-specific Information</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <td id=\"T_518ab_row0_col0\" class=\"data row0 col0\" >Name of Dataset in TRE</td>\n",
" <td id=\"T_518ab_row0_col1\" class=\"data row0 col1\" >PLACE_imd_northern_ireland</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_518ab_row1_col0\" class=\"data row1 col0\" >Citation (APA)</td>\n",
" <td id=\"T_518ab_row1_col1\" class=\"data row1 col1\" >UK Longitudinal Linkage Collaboration. (2025). <i>Place based data: IMD Northern Ireland.</i> UK Longitudinal Linkage Collaboration (UK LLC). <a href=\"https://doi.org/10.83126/ukllc-dataset-00451-01\" rel=\"noopener noreferrer\" target=\"_blank\">https://doi.org/10.83126/ukllc-dataset-00451-01</a></td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_518ab_row2_col0\" class=\"data row2 col0\" >Download Citation</td>\n",
" <td id=\"T_518ab_row2_col1\" class=\"data row2 col1\" > <a href=\"https://api.test.datacite.org/application/vnd.citationstyles.csl+json/10.83126/ukllc-dataset-00451-01\" rel=\"noopener noreferrer\" target=\"_blank\">Citeproc JSON</a> <a href=\"https://api.test.datacite.org/application/x-bibtex/10.83126/ukllc-dataset-00451-01\" rel=\"noopener noreferrer\" target=\"_blank\">BibTeX</a> <a href=\"https://api.test.datacite.org/application/x-research-info-systems/10.83126/ukllc-dataset-00451-01\" rel=\"noopener noreferrer\" target=\"_blank\">RIS</a></td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_518ab_row3_col0\" class=\"data row3 col0\" >Owner</td>\n",
" <td id=\"T_518ab_row3_col1\" class=\"data row3 col1\" >University of Leicester and St George's, University of London</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_518ab_row4_col0\" class=\"data row4 col0\" >Authors</td>\n",
" <td id=\"T_518ab_row4_col1\" class=\"data row4 col1\" >UK Longitudinal Linkage Collaboration</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_518ab_row5_col0\" class=\"data row5 col0\" >Temporal Coverage</td>\n",
" <td id=\"T_518ab_row5_col1\" class=\"data row5 col1\" >01/2011 - 12/2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_518ab_row6_col0\" class=\"data row6 col0\" >Geographical Coverage</td>\n",
" <td id=\"T_518ab_row6_col1\" class=\"data row6 col1\" >Northern Ireland</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_518ab_row7_col0\" class=\"data row7 col0\" >Participant Count</td>\n",
" <td id=\"T_518ab_row7_col1\" class=\"data row7 col1\" >None</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_518ab_row8_col0\" class=\"data row8 col0\" >Number of Variables</td>\n",
" <td id=\"T_518ab_row8_col1\" class=\"data row8 col1\" >15</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_518ab_row9_col0\" class=\"data row9 col0\" >Number of Observations</td>\n",
" <td id=\"T_518ab_row9_col1\" class=\"data row9 col1\" >890</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_518ab_row10_col0\" class=\"data row10 col0\" >Key Link</td>\n",
" <td id=\"T_518ab_row10_col1\" class=\"data row10 col1\" > <a href=\" https://guidebook.ukllc.ac.uk/docs/linked_geo_data/place_based_intro\" rel=\"noopener noreferrer\" target=\"_blank\"> https://guidebook.ukllc.ac.uk/docs/linked_geo_data/place_based_intro</a></td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_518ab_row11_col0\" class=\"data row11 col0\" >Keywords</td>\n",
" <td id=\"T_518ab_row11_col1\" class=\"data row11 col1\" >IMD,deprivation,population,urban-rural</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_518ab_row12_col0\" class=\"data row12 col0\" >Latest Extract Date</td>\n",
" <td id=\"T_518ab_row12_col1\" class=\"data row12 col1\" >TBC</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_518ab_row13_col0\" class=\"data row13 col0\" >Specific Restrictions to Data Use</td>\n",
" <td id=\"T_518ab_row13_col1\" class=\"data row13 col1\" >None</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_518ab_row14_col0\" class=\"data row14 col0\" >Build a Data Request</td>\n",
" <td id=\"T_518ab_row14_col1\" class=\"data row14 col1\" > <a href=\"https://explore.ukllc.ac.uk/\" rel=\"noopener noreferrer\" target=\"_blank\">https://explore.ukllc.ac.uk/</a></td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n"
],
"text/plain": [
"<pandas.io.formats.style.Styler at 0x255a3daae90>"
]
},
"execution_count": 30,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"DS(\"imd_northern_ireland\").info_table()"
]
},
{
"cell_type": "code",
"execution_count": 31,
"id": "9bbe23fb",
"metadata": {
"tags": [
"remove-input"
]
},
"outputs": [
{
"data": {
"text/markdown": [
"### imd_scotland"
],
"text/plain": [
"<IPython.core.display.Markdown object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"display(Markdown('### imd_scotland'))"
]
},
{
"cell_type": "code",
"execution_count": 32,
"id": "702b666a",
"metadata": {
"tags": [
"remove-input",
"hide-cell"
]
},
"outputs": [
{
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" <th id=\"T_ae828_level0_col1\" class=\"col_heading level0 col1\" >Dataset-specific Information</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <td id=\"T_ae828_row0_col0\" class=\"data row0 col0\" >Name of Dataset in TRE</td>\n",
" <td id=\"T_ae828_row0_col1\" class=\"data row0 col1\" >PLACE_imd_scotland</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ae828_row1_col0\" class=\"data row1 col0\" >Citation (APA)</td>\n",
" <td id=\"T_ae828_row1_col1\" class=\"data row1 col1\" >UK Longitudinal Linkage Collaboration. (2025). <i>Place based data: IMD Scotland.</i> UK Longitudinal Linkage Collaboration (UK LLC). <a href=\"https://doi.org/10.83126/ukllc-dataset-00452-01\" rel=\"noopener noreferrer\" target=\"_blank\">https://doi.org/10.83126/ukllc-dataset-00452-01</a></td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ae828_row2_col0\" class=\"data row2 col0\" >Download Citation</td>\n",
" <td id=\"T_ae828_row2_col1\" class=\"data row2 col1\" > <a href=\"https://api.test.datacite.org/application/vnd.citationstyles.csl+json/10.83126/ukllc-dataset-00452-01\" rel=\"noopener noreferrer\" target=\"_blank\">Citeproc JSON</a> <a href=\"https://api.test.datacite.org/application/x-bibtex/10.83126/ukllc-dataset-00452-01\" rel=\"noopener noreferrer\" target=\"_blank\">BibTeX</a> <a href=\"https://api.test.datacite.org/application/x-research-info-systems/10.83126/ukllc-dataset-00452-01\" rel=\"noopener noreferrer\" target=\"_blank\">RIS</a></td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ae828_row3_col0\" class=\"data row3 col0\" >Owner</td>\n",
" <td id=\"T_ae828_row3_col1\" class=\"data row3 col1\" >University of Leicester and St George's, University of London</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ae828_row4_col0\" class=\"data row4 col0\" >Authors</td>\n",
" <td id=\"T_ae828_row4_col1\" class=\"data row4 col1\" >UK Longitudinal Linkage Collaboration</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ae828_row5_col0\" class=\"data row5 col0\" >Temporal Coverage</td>\n",
" <td id=\"T_ae828_row5_col1\" class=\"data row5 col1\" >01/2011 - 12/2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ae828_row6_col0\" class=\"data row6 col0\" >Geographical Coverage</td>\n",
" <td id=\"T_ae828_row6_col1\" class=\"data row6 col1\" >Scotland</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ae828_row7_col0\" class=\"data row7 col0\" >Participant Count</td>\n",
" <td id=\"T_ae828_row7_col1\" class=\"data row7 col1\" >None</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ae828_row8_col0\" class=\"data row8 col0\" >Number of Variables</td>\n",
" <td id=\"T_ae828_row8_col1\" class=\"data row8 col1\" >15</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ae828_row9_col0\" class=\"data row9 col0\" >Number of Observations</td>\n",
" <td id=\"T_ae828_row9_col1\" class=\"data row9 col1\" >6976</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ae828_row10_col0\" class=\"data row10 col0\" >Key Link</td>\n",
" <td id=\"T_ae828_row10_col1\" class=\"data row10 col1\" > <a href=\" https://guidebook.ukllc.ac.uk/docs/linked_geo_data/place_based_intro\" rel=\"noopener noreferrer\" target=\"_blank\"> https://guidebook.ukllc.ac.uk/docs/linked_geo_data/place_based_intro</a></td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ae828_row11_col0\" class=\"data row11 col0\" >Keywords</td>\n",
" <td id=\"T_ae828_row11_col1\" class=\"data row11 col1\" >IMD,deprivation,population,urban-rural</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ae828_row12_col0\" class=\"data row12 col0\" >Latest Extract Date</td>\n",
" <td id=\"T_ae828_row12_col1\" class=\"data row12 col1\" >TBC</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ae828_row13_col0\" class=\"data row13 col0\" >Specific Restrictions to Data Use</td>\n",
" <td id=\"T_ae828_row13_col1\" class=\"data row13 col1\" >None</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ae828_row14_col0\" class=\"data row14 col0\" >Build a Data Request</td>\n",
" <td id=\"T_ae828_row14_col1\" class=\"data row14 col1\" > <a href=\"https://explore.ukllc.ac.uk/\" rel=\"noopener noreferrer\" target=\"_blank\">https://explore.ukllc.ac.uk/</a></td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n"
],
"text/plain": [
"<pandas.io.formats.style.Styler at 0x255a3dab250>"
]
},
"execution_count": 32,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"DS(\"imd_scotland\").info_table()"
]
},
{
"cell_type": "code",
"execution_count": 33,
"id": "11b0ae1d",
"metadata": {
"tags": [
"remove-input"
]
},
"outputs": [
{
"data": {
"text/markdown": [
"### imd_wales"
],
"text/plain": [
"<IPython.core.display.Markdown object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"display(Markdown('### imd_wales'))"
]
},
{
"cell_type": "code",
"execution_count": 34,
"id": "c84e95ad",
"metadata": {
"tags": [
"remove-input",
"hide-cell"
]
},
"outputs": [
{
"data": {
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" <th id=\"T_3edce_level0_col1\" class=\"col_heading level0 col1\" >Dataset-specific Information</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
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" <td id=\"T_3edce_row0_col0\" class=\"data row0 col0\" >Name of Dataset in TRE</td>\n",
" <td id=\"T_3edce_row0_col1\" class=\"data row0 col1\" >PLACE_imd_wales</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_3edce_row1_col0\" class=\"data row1 col0\" >Citation (APA)</td>\n",
" <td id=\"T_3edce_row1_col1\" class=\"data row1 col1\" >UK Longitudinal Linkage Collaboration. (2025). <i>Place based data: IMD Wales.</i> UK Longitudinal Linkage Collaboration (UK LLC). <a href=\"https://doi.org/10.83126/ukllc-dataset-00453-01\" rel=\"noopener noreferrer\" target=\"_blank\">https://doi.org/10.83126/ukllc-dataset-00453-01</a></td>\n",
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" <td id=\"T_3edce_row2_col1\" class=\"data row2 col1\" > <a href=\"https://api.test.datacite.org/application/vnd.citationstyles.csl+json/10.83126/ukllc-dataset-00453-01\" rel=\"noopener noreferrer\" target=\"_blank\">Citeproc JSON</a> <a href=\"https://api.test.datacite.org/application/x-bibtex/10.83126/ukllc-dataset-00453-01\" rel=\"noopener noreferrer\" target=\"_blank\">BibTeX</a> <a href=\"https://api.test.datacite.org/application/x-research-info-systems/10.83126/ukllc-dataset-00453-01\" rel=\"noopener noreferrer\" target=\"_blank\">RIS</a></td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_3edce_row3_col0\" class=\"data row3 col0\" >Owner</td>\n",
" <td id=\"T_3edce_row3_col1\" class=\"data row3 col1\" >University of Leicester and St George's, University of London</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_3edce_row4_col0\" class=\"data row4 col0\" >Authors</td>\n",
" <td id=\"T_3edce_row4_col1\" class=\"data row4 col1\" >UK Longitudinal Linkage Collaboration</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_3edce_row5_col0\" class=\"data row5 col0\" >Temporal Coverage</td>\n",
" <td id=\"T_3edce_row5_col1\" class=\"data row5 col1\" >01/2011 - 12/2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_3edce_row6_col0\" class=\"data row6 col0\" >Geographical Coverage</td>\n",
" <td id=\"T_3edce_row6_col1\" class=\"data row6 col1\" >Wales</td>\n",
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" <tr>\n",
" <td id=\"T_3edce_row7_col0\" class=\"data row7 col0\" >Participant Count</td>\n",
" <td id=\"T_3edce_row7_col1\" class=\"data row7 col1\" >None</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_3edce_row8_col0\" class=\"data row8 col0\" >Number of Variables</td>\n",
" <td id=\"T_3edce_row8_col1\" class=\"data row8 col1\" >16</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_3edce_row9_col0\" class=\"data row9 col0\" >Number of Observations</td>\n",
" <td id=\"T_3edce_row9_col1\" class=\"data row9 col1\" >1909</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_3edce_row10_col0\" class=\"data row10 col0\" >Key Link</td>\n",
" <td id=\"T_3edce_row10_col1\" class=\"data row10 col1\" > <a href=\" https://guidebook.ukllc.ac.uk/docs/linked_geo_data/place_based_intro\" rel=\"noopener noreferrer\" target=\"_blank\"> https://guidebook.ukllc.ac.uk/docs/linked_geo_data/place_based_intro</a></td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_3edce_row11_col0\" class=\"data row11 col0\" >Keywords</td>\n",
" <td id=\"T_3edce_row11_col1\" class=\"data row11 col1\" >IMD,deprivation,population,urban-rural</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_3edce_row12_col0\" class=\"data row12 col0\" >Latest Extract Date</td>\n",
" <td id=\"T_3edce_row12_col1\" class=\"data row12 col1\" >TBC</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_3edce_row13_col0\" class=\"data row13 col0\" >Specific Restrictions to Data Use</td>\n",
" <td id=\"T_3edce_row13_col1\" class=\"data row13 col1\" >None</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_3edce_row14_col0\" class=\"data row14 col0\" >Build a Data Request</td>\n",
" <td id=\"T_3edce_row14_col1\" class=\"data row14 col1\" > <a href=\"https://explore.ukllc.ac.uk/\" rel=\"noopener noreferrer\" target=\"_blank\">https://explore.ukllc.ac.uk/</a></td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n"
],
"text/plain": [
"<pandas.io.formats.style.Styler at 0x255a3dab4d0>"
]
},
"execution_count": 34,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"DS(\"imd_wales\").info_table()"
]
},
{
"cell_type": "markdown",
"id": "10547426",
"metadata": {},
"source": [
"## 2. Variables"
]
},
{
"cell_type": "code",
"execution_count": 35,
"id": "35dfd0a3",
"metadata": {
"tags": [
"remove-input"
]
},
"outputs": [
{
"data": {
"text/markdown": [
"### imd_england"
],
"text/plain": [
"<IPython.core.display.Markdown object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"display(Markdown('### imd_england'))"
]
},
{
"cell_type": "code",
"execution_count": 36,
"id": "17887a22",
"metadata": {
"tags": [
"remove-input",
"hide-cell"
]
},
"outputs": [
{
"data": {
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#T_8cff3_row57_col0, #T_8cff3_row57_col1, #T_8cff3_row57_col2, #T_8cff3_row57_col3, #T_8cff3_row57_col4 {\n",
" text-align: left;\n",
"}\n",
"</style>\n",
"<table id=\"T_8cff3\" style=\"font-size: 14px\">\n",
" <thead>\n",
" <tr>\n",
" <th id=\"T_8cff3_level0_col0\" class=\"col_heading level0 col0\" >Variable Group</th>\n",
" <th id=\"T_8cff3_level0_col1\" class=\"col_heading level0 col1\" >Variable</th>\n",
" <th id=\"T_8cff3_level0_col2\" class=\"col_heading level0 col2\" >Description</th>\n",
" <th id=\"T_8cff3_level0_col3\" class=\"col_heading level0 col3\" >Source</th>\n",
" <th id=\"T_8cff3_level0_col4\" class=\"col_heading level0 col4\" >Date range of data</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <td id=\"T_8cff3_row0_col0\" class=\"data row0 col0\" >Geography</td>\n",
" <td id=\"T_8cff3_row0_col1\" class=\"data row0 col1\" >lsoa11cd_e</td>\n",
" <td id=\"T_8cff3_row0_col2\" class=\"data row0 col2\" >Lower Super Output Area code (2011)</td>\n",
" <td id=\"T_8cff3_row0_col3\" class=\"data row0 col3\" >Office of National Statistics</td>\n",
" <td id=\"T_8cff3_row0_col4\" class=\"data row0 col4\" >2011</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row1_col0\" class=\"data row1 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row1_col1\" class=\"data row1 col1\" >imd2019eng</td>\n",
" <td id=\"T_8cff3_row1_col2\" class=\"data row1 col2\" >English indices of deprivation 2019, presented as quintiles. 1= most deprived, 5= least deprived.</td>\n",
" <td id=\"T_8cff3_row1_col3\" class=\"data row1 col3\" >gov.uk</td>\n",
" <td id=\"T_8cff3_row1_col4\" class=\"data row1 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row2_col0\" class=\"data row2 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row2_col1\" class=\"data row2 col1\" >imd2019eng</td>\n",
" <td id=\"T_8cff3_row2_col2\" class=\"data row2 col2\" >English indices of deprivation 2019, presented as quintiles. 1= most deprived, 5= least deprived.</td>\n",
" <td id=\"T_8cff3_row2_col3\" class=\"data row2 col3\" >gov.uk</td>\n",
" <td id=\"T_8cff3_row2_col4\" class=\"data row2 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row3_col0\" class=\"data row3 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row3_col1\" class=\"data row3 col1\" >imd2019eng</td>\n",
" <td id=\"T_8cff3_row3_col2\" class=\"data row3 col2\" >English indices of deprivation 2019, presented as quintiles. 1= most deprived, 5= least deprived.</td>\n",
" <td id=\"T_8cff3_row3_col3\" class=\"data row3 col3\" >gov.uk</td>\n",
" <td id=\"T_8cff3_row3_col4\" class=\"data row3 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row4_col0\" class=\"data row4 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row4_col1\" class=\"data row4 col1\" >imd2019eng</td>\n",
" <td id=\"T_8cff3_row4_col2\" class=\"data row4 col2\" >English indices of deprivation 2019, presented as quintiles. 1= most deprived, 5= least deprived.</td>\n",
" <td id=\"T_8cff3_row4_col3\" class=\"data row4 col3\" >gov.uk</td>\n",
" <td id=\"T_8cff3_row4_col4\" class=\"data row4 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row5_col0\" class=\"data row5 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row5_col1\" class=\"data row5 col1\" >imd2019eng</td>\n",
" <td id=\"T_8cff3_row5_col2\" class=\"data row5 col2\" >English indices of deprivation 2019, presented as quintiles. 1= most deprived, 5= least deprived.</td>\n",
" <td id=\"T_8cff3_row5_col3\" class=\"data row5 col3\" >gov.uk</td>\n",
" <td id=\"T_8cff3_row5_col4\" class=\"data row5 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row6_col0\" class=\"data row6 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row6_col1\" class=\"data row6 col1\" >imd2019eng_income</td>\n",
" <td id=\"T_8cff3_row6_col2\" class=\"data row6 col2\" >English indices of deprivation 2019, Income, presented as quintiles. 1= lowest income, 5= highest income.</td>\n",
" <td id=\"T_8cff3_row6_col3\" class=\"data row6 col3\" >gov.uk</td>\n",
" <td id=\"T_8cff3_row6_col4\" class=\"data row6 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row7_col0\" class=\"data row7 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row7_col1\" class=\"data row7 col1\" >imd2019eng_income</td>\n",
" <td id=\"T_8cff3_row7_col2\" class=\"data row7 col2\" >English indices of deprivation 2019, Income, presented as quintiles. 1= lowest income, 5= highest income.</td>\n",
" <td id=\"T_8cff3_row7_col3\" class=\"data row7 col3\" >gov.uk</td>\n",
" <td id=\"T_8cff3_row7_col4\" class=\"data row7 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row8_col0\" class=\"data row8 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row8_col1\" class=\"data row8 col1\" >imd2019eng_income</td>\n",
" <td id=\"T_8cff3_row8_col2\" class=\"data row8 col2\" >English indices of deprivation 2019, Income, presented as quintiles. 1= lowest income, 5= highest income.</td>\n",
" <td id=\"T_8cff3_row8_col3\" class=\"data row8 col3\" >gov.uk</td>\n",
" <td id=\"T_8cff3_row8_col4\" class=\"data row8 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row9_col0\" class=\"data row9 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row9_col1\" class=\"data row9 col1\" >imd2019eng_income</td>\n",
" <td id=\"T_8cff3_row9_col2\" class=\"data row9 col2\" >English indices of deprivation 2019, Income, presented as quintiles. 1= lowest income, 5= highest income.</td>\n",
" <td id=\"T_8cff3_row9_col3\" class=\"data row9 col3\" >gov.uk</td>\n",
" <td id=\"T_8cff3_row9_col4\" class=\"data row9 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row10_col0\" class=\"data row10 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row10_col1\" class=\"data row10 col1\" >imd2019eng_income</td>\n",
" <td id=\"T_8cff3_row10_col2\" class=\"data row10 col2\" >English indices of deprivation 2019, Income, presented as quintiles. 1= lowest income, 5= highest income.</td>\n",
" <td id=\"T_8cff3_row10_col3\" class=\"data row10 col3\" >gov.uk</td>\n",
" <td id=\"T_8cff3_row10_col4\" class=\"data row10 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row11_col0\" class=\"data row11 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row11_col1\" class=\"data row11 col1\" >imd2019eng_employment</td>\n",
" <td id=\"T_8cff3_row11_col2\" class=\"data row11 col2\" >English indices of deprivation 2019, Employment, presented as quintiles. 1=highest unemployment, 5= lowest unemployment.</td>\n",
" <td id=\"T_8cff3_row11_col3\" class=\"data row11 col3\" >gov.uk</td>\n",
" <td id=\"T_8cff3_row11_col4\" class=\"data row11 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row12_col0\" class=\"data row12 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row12_col1\" class=\"data row12 col1\" >imd2019eng_employment</td>\n",
" <td id=\"T_8cff3_row12_col2\" class=\"data row12 col2\" >English indices of deprivation 2019, Employment, presented as quintiles. 1=highest unemployment, 5= lowest unemployment.</td>\n",
" <td id=\"T_8cff3_row12_col3\" class=\"data row12 col3\" >gov.uk</td>\n",
" <td id=\"T_8cff3_row12_col4\" class=\"data row12 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row13_col0\" class=\"data row13 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row13_col1\" class=\"data row13 col1\" >imd2019eng_employment</td>\n",
" <td id=\"T_8cff3_row13_col2\" class=\"data row13 col2\" >English indices of deprivation 2019, Employment, presented as quintiles. 1=highest unemployment, 5= lowest unemployment.</td>\n",
" <td id=\"T_8cff3_row13_col3\" class=\"data row13 col3\" >gov.uk</td>\n",
" <td id=\"T_8cff3_row13_col4\" class=\"data row13 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row14_col0\" class=\"data row14 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row14_col1\" class=\"data row14 col1\" >imd2019eng_employment</td>\n",
" <td id=\"T_8cff3_row14_col2\" class=\"data row14 col2\" >English indices of deprivation 2019, Employment, presented as quintiles. 1=highest unemployment, 5= lowest unemployment.</td>\n",
" <td id=\"T_8cff3_row14_col3\" class=\"data row14 col3\" >gov.uk</td>\n",
" <td id=\"T_8cff3_row14_col4\" class=\"data row14 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row15_col0\" class=\"data row15 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row15_col1\" class=\"data row15 col1\" >imd2019eng_employment</td>\n",
" <td id=\"T_8cff3_row15_col2\" class=\"data row15 col2\" >English indices of deprivation 2019, Employment, presented as quintiles. 1=highest unemployment, 5= lowest unemployment.</td>\n",
" <td id=\"T_8cff3_row15_col3\" class=\"data row15 col3\" >gov.uk</td>\n",
" <td id=\"T_8cff3_row15_col4\" class=\"data row15 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row16_col0\" class=\"data row16 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row16_col1\" class=\"data row16 col1\" >imd2019eng_education</td>\n",
" <td id=\"T_8cff3_row16_col2\" class=\"data row16 col2\" >English indices of deprivation 2019, Education, presented as quintiles. 1= lowest education and skills, 5= highest education and skills.</td>\n",
" <td id=\"T_8cff3_row16_col3\" class=\"data row16 col3\" >gov.uk</td>\n",
" <td id=\"T_8cff3_row16_col4\" class=\"data row16 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row17_col0\" class=\"data row17 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row17_col1\" class=\"data row17 col1\" >imd2019eng_education</td>\n",
" <td id=\"T_8cff3_row17_col2\" class=\"data row17 col2\" >English indices of deprivation 2019, Education, presented as quintiles. 1= lowest education and skills, 5= highest education and skills.</td>\n",
" <td id=\"T_8cff3_row17_col3\" class=\"data row17 col3\" >gov.uk</td>\n",
" <td id=\"T_8cff3_row17_col4\" class=\"data row17 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row18_col0\" class=\"data row18 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row18_col1\" class=\"data row18 col1\" >imd2019eng_education</td>\n",
" <td id=\"T_8cff3_row18_col2\" class=\"data row18 col2\" >English indices of deprivation 2019, Education, presented as quintiles. 1= lowest education and skills, 5= highest education and skills.</td>\n",
" <td id=\"T_8cff3_row18_col3\" class=\"data row18 col3\" >gov.uk</td>\n",
" <td id=\"T_8cff3_row18_col4\" class=\"data row18 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row19_col0\" class=\"data row19 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row19_col1\" class=\"data row19 col1\" >imd2019eng_education</td>\n",
" <td id=\"T_8cff3_row19_col2\" class=\"data row19 col2\" >English indices of deprivation 2019, Education, presented as quintiles. 1= lowest education and skills, 5= highest education and skills.</td>\n",
" <td id=\"T_8cff3_row19_col3\" class=\"data row19 col3\" >gov.uk</td>\n",
" <td id=\"T_8cff3_row19_col4\" class=\"data row19 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row20_col0\" class=\"data row20 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row20_col1\" class=\"data row20 col1\" >imd2019eng_education</td>\n",
" <td id=\"T_8cff3_row20_col2\" class=\"data row20 col2\" >English indices of deprivation 2019, Education, presented as quintiles. 1= lowest education and skills, 5= highest education and skills.</td>\n",
" <td id=\"T_8cff3_row20_col3\" class=\"data row20 col3\" >gov.uk</td>\n",
" <td id=\"T_8cff3_row20_col4\" class=\"data row20 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row21_col0\" class=\"data row21 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row21_col1\" class=\"data row21 col1\" >imd2019eng_health</td>\n",
" <td id=\"T_8cff3_row21_col2\" class=\"data row21 col2\" >English indices of deprivation 2019, Health, presented as quintiles. 1= high health deprivation, 5= low health deprivation.</td>\n",
" <td id=\"T_8cff3_row21_col3\" class=\"data row21 col3\" >gov.uk</td>\n",
" <td id=\"T_8cff3_row21_col4\" class=\"data row21 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row22_col0\" class=\"data row22 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row22_col1\" class=\"data row22 col1\" >imd2019eng_health</td>\n",
" <td id=\"T_8cff3_row22_col2\" class=\"data row22 col2\" >English indices of deprivation 2019, Health, presented as quintiles. 1= high health deprivation, 5= low health deprivation.</td>\n",
" <td id=\"T_8cff3_row22_col3\" class=\"data row22 col3\" >gov.uk</td>\n",
" <td id=\"T_8cff3_row22_col4\" class=\"data row22 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row23_col0\" class=\"data row23 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row23_col1\" class=\"data row23 col1\" >imd2019eng_health</td>\n",
" <td id=\"T_8cff3_row23_col2\" class=\"data row23 col2\" >English indices of deprivation 2019, Health, presented as quintiles. 1= high health deprivation, 5= low health deprivation.</td>\n",
" <td id=\"T_8cff3_row23_col3\" class=\"data row23 col3\" >gov.uk</td>\n",
" <td id=\"T_8cff3_row23_col4\" class=\"data row23 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row24_col0\" class=\"data row24 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row24_col1\" class=\"data row24 col1\" >imd2019eng_health</td>\n",
" <td id=\"T_8cff3_row24_col2\" class=\"data row24 col2\" >English indices of deprivation 2019, Health, presented as quintiles. 1= high health deprivation, 5= low health deprivation.</td>\n",
" <td id=\"T_8cff3_row24_col3\" class=\"data row24 col3\" >gov.uk</td>\n",
" <td id=\"T_8cff3_row24_col4\" class=\"data row24 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row25_col0\" class=\"data row25 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row25_col1\" class=\"data row25 col1\" >imd2019eng_health</td>\n",
" <td id=\"T_8cff3_row25_col2\" class=\"data row25 col2\" >English indices of deprivation 2019, Health, presented as quintiles. 1= high health deprivation, 5= low health deprivation.</td>\n",
" <td id=\"T_8cff3_row25_col3\" class=\"data row25 col3\" >gov.uk</td>\n",
" <td id=\"T_8cff3_row25_col4\" class=\"data row25 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row26_col0\" class=\"data row26 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row26_col1\" class=\"data row26 col1\" >imd2019eng_crime</td>\n",
" <td id=\"T_8cff3_row26_col2\" class=\"data row26 col2\" >English indices of deprivation 2019, Crime, presented as quintiles. 1= high crime rates, 5= low crime rates.</td>\n",
" <td id=\"T_8cff3_row26_col3\" class=\"data row26 col3\" >gov.uk</td>\n",
" <td id=\"T_8cff3_row26_col4\" class=\"data row26 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row27_col0\" class=\"data row27 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row27_col1\" class=\"data row27 col1\" >imd2019eng_crime</td>\n",
" <td id=\"T_8cff3_row27_col2\" class=\"data row27 col2\" >English indices of deprivation 2019, Crime, presented as quintiles. 1= high crime rates, 5= low crime rates.</td>\n",
" <td id=\"T_8cff3_row27_col3\" class=\"data row27 col3\" >gov.uk</td>\n",
" <td id=\"T_8cff3_row27_col4\" class=\"data row27 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row28_col0\" class=\"data row28 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row28_col1\" class=\"data row28 col1\" >imd2019eng_crime</td>\n",
" <td id=\"T_8cff3_row28_col2\" class=\"data row28 col2\" >English indices of deprivation 2019, Crime, presented as quintiles. 1= high crime rates, 5= low crime rates.</td>\n",
" <td id=\"T_8cff3_row28_col3\" class=\"data row28 col3\" >gov.uk</td>\n",
" <td id=\"T_8cff3_row28_col4\" class=\"data row28 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row29_col0\" class=\"data row29 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row29_col1\" class=\"data row29 col1\" >imd2019eng_crime</td>\n",
" <td id=\"T_8cff3_row29_col2\" class=\"data row29 col2\" >English indices of deprivation 2019, Crime, presented as quintiles. 1= high crime rates, 5= low crime rates.</td>\n",
" <td id=\"T_8cff3_row29_col3\" class=\"data row29 col3\" >gov.uk</td>\n",
" <td id=\"T_8cff3_row29_col4\" class=\"data row29 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row30_col0\" class=\"data row30 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row30_col1\" class=\"data row30 col1\" >imd2019eng_crime</td>\n",
" <td id=\"T_8cff3_row30_col2\" class=\"data row30 col2\" >English indices of deprivation 2019, Crime, presented as quintiles. 1= high crime rates, 5= low crime rates.</td>\n",
" <td id=\"T_8cff3_row30_col3\" class=\"data row30 col3\" >gov.uk</td>\n",
" <td id=\"T_8cff3_row30_col4\" class=\"data row30 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row31_col0\" class=\"data row31 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row31_col1\" class=\"data row31 col1\" >imd2019eng_barriers</td>\n",
" <td id=\"T_8cff3_row31_col2\" class=\"data row31 col2\" >English indices of deprivation 2019, Barriers to Housing and Services, presented as quintiles. 1= high barriers, 5= low barriers.</td>\n",
" <td id=\"T_8cff3_row31_col3\" class=\"data row31 col3\" >gov.uk</td>\n",
" <td id=\"T_8cff3_row31_col4\" class=\"data row31 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row32_col0\" class=\"data row32 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row32_col1\" class=\"data row32 col1\" >imd2019eng_barriers</td>\n",
" <td id=\"T_8cff3_row32_col2\" class=\"data row32 col2\" >English indices of deprivation 2019, Barriers to Housing and Services, presented as quintiles. 1= high barriers, 5= low barriers.</td>\n",
" <td id=\"T_8cff3_row32_col3\" class=\"data row32 col3\" >gov.uk</td>\n",
" <td id=\"T_8cff3_row32_col4\" class=\"data row32 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row33_col0\" class=\"data row33 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row33_col1\" class=\"data row33 col1\" >imd2019eng_barriers</td>\n",
" <td id=\"T_8cff3_row33_col2\" class=\"data row33 col2\" >English indices of deprivation 2019, Barriers to Housing and Services, presented as quintiles. 1= high barriers, 5= low barriers.</td>\n",
" <td id=\"T_8cff3_row33_col3\" class=\"data row33 col3\" >gov.uk</td>\n",
" <td id=\"T_8cff3_row33_col4\" class=\"data row33 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row34_col0\" class=\"data row34 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row34_col1\" class=\"data row34 col1\" >imd2019eng_barriers</td>\n",
" <td id=\"T_8cff3_row34_col2\" class=\"data row34 col2\" >English indices of deprivation 2019, Barriers to Housing and Services, presented as quintiles. 1= high barriers, 5= low barriers.</td>\n",
" <td id=\"T_8cff3_row34_col3\" class=\"data row34 col3\" >gov.uk</td>\n",
" <td id=\"T_8cff3_row34_col4\" class=\"data row34 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row35_col0\" class=\"data row35 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row35_col1\" class=\"data row35 col1\" >imd2019eng_barriers</td>\n",
" <td id=\"T_8cff3_row35_col2\" class=\"data row35 col2\" >English indices of deprivation 2019, Barriers to Housing and Services, presented as quintiles. 1= high barriers, 5= low barriers.</td>\n",
" <td id=\"T_8cff3_row35_col3\" class=\"data row35 col3\" >gov.uk</td>\n",
" <td id=\"T_8cff3_row35_col4\" class=\"data row35 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row36_col0\" class=\"data row36 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row36_col1\" class=\"data row36 col1\" >imd2019eng_environment</td>\n",
" <td id=\"T_8cff3_row36_col2\" class=\"data row36 col2\" >English indices of deprivation 2019, Environment, presented as quintiles. 1= low quality environment, 5= high quality environment.</td>\n",
" <td id=\"T_8cff3_row36_col3\" class=\"data row36 col3\" >gov.uk</td>\n",
" <td id=\"T_8cff3_row36_col4\" class=\"data row36 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row37_col0\" class=\"data row37 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row37_col1\" class=\"data row37 col1\" >imd2019eng_environment</td>\n",
" <td id=\"T_8cff3_row37_col2\" class=\"data row37 col2\" >English indices of deprivation 2019, Environment, presented as quintiles. 1= low quality environment, 5= high quality environment.</td>\n",
" <td id=\"T_8cff3_row37_col3\" class=\"data row37 col3\" >gov.uk</td>\n",
" <td id=\"T_8cff3_row37_col4\" class=\"data row37 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row38_col0\" class=\"data row38 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row38_col1\" class=\"data row38 col1\" >imd2019eng_environment</td>\n",
" <td id=\"T_8cff3_row38_col2\" class=\"data row38 col2\" >English indices of deprivation 2019, Environment, presented as quintiles. 1= low quality environment, 5= high quality environment.</td>\n",
" <td id=\"T_8cff3_row38_col3\" class=\"data row38 col3\" >gov.uk</td>\n",
" <td id=\"T_8cff3_row38_col4\" class=\"data row38 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row39_col0\" class=\"data row39 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row39_col1\" class=\"data row39 col1\" >imd2019eng_environment</td>\n",
" <td id=\"T_8cff3_row39_col2\" class=\"data row39 col2\" >English indices of deprivation 2019, Environment, presented as quintiles. 1= low quality environment, 5= high quality environment.</td>\n",
" <td id=\"T_8cff3_row39_col3\" class=\"data row39 col3\" >gov.uk</td>\n",
" <td id=\"T_8cff3_row39_col4\" class=\"data row39 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row40_col0\" class=\"data row40 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row40_col1\" class=\"data row40 col1\" >imd2019eng_environment</td>\n",
" <td id=\"T_8cff3_row40_col2\" class=\"data row40 col2\" >English indices of deprivation 2019, Environment, presented as quintiles. 1= low quality environment, 5= high quality environment.</td>\n",
" <td id=\"T_8cff3_row40_col3\" class=\"data row40 col3\" >gov.uk</td>\n",
" <td id=\"T_8cff3_row40_col4\" class=\"data row40 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row41_col0\" class=\"data row41 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row41_col1\" class=\"data row41 col1\" >imd2019har</td>\n",
" <td id=\"T_8cff3_row41_col2\" class=\"data row41 col2\" >Consumer Data Research Centre's Harmonised Index of Multiple Deprivation 2019, presented as quintiles. 1= most deprived, 5= least deprived.</td>\n",
" <td id=\"T_8cff3_row41_col3\" class=\"data row41 col3\" >Geographic Data Service</td>\n",
" <td id=\"T_8cff3_row41_col4\" class=\"data row41 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row42_col0\" class=\"data row42 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row42_col1\" class=\"data row42 col1\" >imd2019har</td>\n",
" <td id=\"T_8cff3_row42_col2\" class=\"data row42 col2\" >Consumer Data Research Centre's Harmonised Index of Multiple Deprivation 2019, presented as quintiles. 1= most deprived, 5= least deprived.</td>\n",
" <td id=\"T_8cff3_row42_col3\" class=\"data row42 col3\" >Geographic Data Service</td>\n",
" <td id=\"T_8cff3_row42_col4\" class=\"data row42 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row43_col0\" class=\"data row43 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row43_col1\" class=\"data row43 col1\" >imd2019har</td>\n",
" <td id=\"T_8cff3_row43_col2\" class=\"data row43 col2\" >Consumer Data Research Centre's Harmonised Index of Multiple Deprivation 2019, presented as quintiles. 1= most deprived, 5= least deprived.</td>\n",
" <td id=\"T_8cff3_row43_col3\" class=\"data row43 col3\" >Geographic Data Service</td>\n",
" <td id=\"T_8cff3_row43_col4\" class=\"data row43 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row44_col0\" class=\"data row44 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row44_col1\" class=\"data row44 col1\" >imd2019har</td>\n",
" <td id=\"T_8cff3_row44_col2\" class=\"data row44 col2\" >Consumer Data Research Centre's Harmonised Index of Multiple Deprivation 2019, presented as quintiles. 1= most deprived, 5= least deprived.</td>\n",
" <td id=\"T_8cff3_row44_col3\" class=\"data row44 col3\" >Geographic Data Service</td>\n",
" <td id=\"T_8cff3_row44_col4\" class=\"data row44 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row45_col0\" class=\"data row45 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row45_col1\" class=\"data row45 col1\" >imd2019har</td>\n",
" <td id=\"T_8cff3_row45_col2\" class=\"data row45 col2\" >Consumer Data Research Centre's Harmonised Index of Multiple Deprivation 2019, presented as quintiles. 1= most deprived, 5= least deprived.</td>\n",
" <td id=\"T_8cff3_row45_col3\" class=\"data row45 col3\" >Geographic Data Service</td>\n",
" <td id=\"T_8cff3_row45_col4\" class=\"data row45 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row46_col0\" class=\"data row46 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row46_col1\" class=\"data row46 col1\" >mpe_eng_2020</td>\n",
" <td id=\"T_8cff3_row46_col2\" class=\"data row46 col2\" >Mid-year (30 June) estimates of the usual resident population for Lower layer Super Output Areas (LSOAs) in England. 5 categories: <1200, 1200-1500, 1500-1600, 1600-1800 and >1800.</td>\n",
" <td id=\"T_8cff3_row46_col3\" class=\"data row46 col3\" >Office of National Statistics</td>\n",
" <td id=\"T_8cff3_row46_col4\" class=\"data row46 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row47_col0\" class=\"data row47 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row47_col1\" class=\"data row47 col1\" >ur_eng_wal_2011</td>\n",
" <td id=\"T_8cff3_row47_col2\" class=\"data row47 col2\" >2011 Rural Urban Classification for England. 1= Urban major conurbation, 2= Urban minor conurbation, 3= Urban city and town, 4= Rural town and fringe, 5= Rural village and dispersed.</td>\n",
" <td id=\"T_8cff3_row47_col3\" class=\"data row47 col3\" >gov.uk</td>\n",
" <td id=\"T_8cff3_row47_col4\" class=\"data row47 col4\" >2011</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row48_col0\" class=\"data row48 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row48_col1\" class=\"data row48 col1\" >ur_eng_wal_2011</td>\n",
" <td id=\"T_8cff3_row48_col2\" class=\"data row48 col2\" >2011 Rural Urban Classification for England. 1= Urban major conurbation, 2= Urban minor conurbation, 3= Urban city and town, 4= Rural town and fringe, 5= Rural village and dispersed.</td>\n",
" <td id=\"T_8cff3_row48_col3\" class=\"data row48 col3\" >gov.uk</td>\n",
" <td id=\"T_8cff3_row48_col4\" class=\"data row48 col4\" >2011</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row49_col0\" class=\"data row49 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row49_col1\" class=\"data row49 col1\" >ur_eng_wal_2011</td>\n",
" <td id=\"T_8cff3_row49_col2\" class=\"data row49 col2\" >2011 Rural Urban Classification for England. 1= Urban major conurbation, 2= Urban minor conurbation, 3= Urban city and town, 4= Rural town and fringe, 5= Rural village and dispersed.</td>\n",
" <td id=\"T_8cff3_row49_col3\" class=\"data row49 col3\" >gov.uk</td>\n",
" <td id=\"T_8cff3_row49_col4\" class=\"data row49 col4\" >2011</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row50_col0\" class=\"data row50 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row50_col1\" class=\"data row50 col1\" >ur_eng_wal_2011</td>\n",
" <td id=\"T_8cff3_row50_col2\" class=\"data row50 col2\" >2011 Rural Urban Classification for England. 1= Urban major conurbation, 2= Urban minor conurbation, 3= Urban city and town, 4= Rural town and fringe, 5= Rural village and dispersed.</td>\n",
" <td id=\"T_8cff3_row50_col3\" class=\"data row50 col3\" >gov.uk</td>\n",
" <td id=\"T_8cff3_row50_col4\" class=\"data row50 col4\" >2011</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row51_col0\" class=\"data row51 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row51_col1\" class=\"data row51 col1\" >ur_eng_wal_2011</td>\n",
" <td id=\"T_8cff3_row51_col2\" class=\"data row51 col2\" >2011 Rural Urban Classification for England. 1= Urban major conurbation, 2= Urban minor conurbation, 3= Urban city and town, 4= Rural town and fringe, 5= Rural village and dispersed.</td>\n",
" <td id=\"T_8cff3_row51_col3\" class=\"data row51 col3\" >gov.uk</td>\n",
" <td id=\"T_8cff3_row51_col4\" class=\"data row51 col4\" >2011</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row52_col0\" class=\"data row52 col0\" >Geography</td>\n",
" <td id=\"T_8cff3_row52_col1\" class=\"data row52 col1\" >country</td>\n",
" <td id=\"T_8cff3_row52_col2\" class=\"data row52 col2\" >Country within the United Kingdom</td>\n",
" <td id=\"T_8cff3_row52_col3\" class=\"data row52 col3\" >Office of National Statistics</td>\n",
" <td id=\"T_8cff3_row52_col4\" class=\"data row52 col4\" >2011</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row53_col0\" class=\"data row53 col0\" >Geography</td>\n",
" <td id=\"T_8cff3_row53_col1\" class=\"data row53 col1\" >rgn11nm</td>\n",
" <td id=\"T_8cff3_row53_col2\" class=\"data row53 col2\" >Region within England</td>\n",
" <td id=\"T_8cff3_row53_col3\" class=\"data row53 col3\" >Office of National Statistics</td>\n",
" <td id=\"T_8cff3_row53_col4\" class=\"data row53 col4\" >2011</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row54_col0\" class=\"data row54 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row54_col1\" class=\"data row54 col1\" >ur_harm_2021</td>\n",
" <td id=\"T_8cff3_row54_col2\" class=\"data row54 col2\" >2021 UK Composite Rural Urban Classification. 1= Urban, 2= Rural, 3= More Rural.</td>\n",
" <td id=\"T_8cff3_row54_col3\" class=\"data row54 col3\" >My Society</td>\n",
" <td id=\"T_8cff3_row54_col4\" class=\"data row54 col4\" >2021</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row55_col0\" class=\"data row55 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row55_col1\" class=\"data row55 col1\" >ur_harm_2021</td>\n",
" <td id=\"T_8cff3_row55_col2\" class=\"data row55 col2\" >2021 UK Composite Rural Urban Classification. 1= Urban, 2= Rural, 3= More Rural.</td>\n",
" <td id=\"T_8cff3_row55_col3\" class=\"data row55 col3\" >My Society</td>\n",
" <td id=\"T_8cff3_row55_col4\" class=\"data row55 col4\" >2021</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row56_col0\" class=\"data row56 col0\" >Deprivation</td>\n",
" <td id=\"T_8cff3_row56_col1\" class=\"data row56 col1\" >ur_harm_2021</td>\n",
" <td id=\"T_8cff3_row56_col2\" class=\"data row56 col2\" >2021 UK Composite Rural Urban Classification. 1= Urban, 2= Rural, 3= More Rural.</td>\n",
" <td id=\"T_8cff3_row56_col3\" class=\"data row56 col3\" >My Society</td>\n",
" <td id=\"T_8cff3_row56_col4\" class=\"data row56 col4\" >2021</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_8cff3_row57_col0\" class=\"data row57 col0\" >UK LLC </td>\n",
" <td id=\"T_8cff3_row57_col1\" class=\"data row57 col1\" >avail_from_dt</td>\n",
" <td id=\"T_8cff3_row57_col2\" class=\"data row57 col2\" >None</td>\n",
" <td id=\"T_8cff3_row57_col3\" class=\"data row57 col3\" >UK LLC</td>\n",
" <td id=\"T_8cff3_row57_col4\" class=\"data row57 col4\" >None</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n"
],
"text/plain": [
"<pandas.io.formats.style.Styler at 0x255a3daad50>"
]
},
"execution_count": 36,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"DS(\"imd_england\").variable_table()"
]
},
{
"cell_type": "code",
"execution_count": 37,
"id": "83766c0d",
"metadata": {
"tags": [
"remove-input"
]
},
"outputs": [
{
"data": {
"text/markdown": [
"### imd_northern_ireland"
],
"text/plain": [
"<IPython.core.display.Markdown object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"display(Markdown('### imd_northern_ireland'))"
]
},
{
"cell_type": "code",
"execution_count": 38,
"id": "20f3222a",
"metadata": {
"tags": [
"remove-input",
"hide-cell"
]
},
"outputs": [
{
"data": {
"text/html": [
"<style type=\"text/css\">\n",
"#T_4ef18 th {\n",
" text-align: left;\n",
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"</style>\n",
"<table id=\"T_4ef18\" style=\"font-size: 14px\">\n",
" <thead>\n",
" <tr>\n",
" <th id=\"T_4ef18_level0_col0\" class=\"col_heading level0 col0\" >Variable Group</th>\n",
" <th id=\"T_4ef18_level0_col1\" class=\"col_heading level0 col1\" >Variable</th>\n",
" <th id=\"T_4ef18_level0_col2\" class=\"col_heading level0 col2\" >Description</th>\n",
" <th id=\"T_4ef18_level0_col3\" class=\"col_heading level0 col3\" >Source</th>\n",
" <th id=\"T_4ef18_level0_col4\" class=\"col_heading level0 col4\" >Date range of data</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <td id=\"T_4ef18_row0_col0\" class=\"data row0 col0\" >Geography</td>\n",
" <td id=\"T_4ef18_row0_col1\" class=\"data row0 col1\" >soa11cd_e</td>\n",
" <td id=\"T_4ef18_row0_col2\" class=\"data row0 col2\" > Super Output Areas (2011)</td>\n",
" <td id=\"T_4ef18_row0_col3\" class=\"data row0 col3\" >Northern Ireland Statistics and Research Agency</td>\n",
" <td id=\"T_4ef18_row0_col4\" class=\"data row0 col4\" >2011</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row1_col0\" class=\"data row1 col0\" >Deprivation</td>\n",
" <td id=\"T_4ef18_row1_col1\" class=\"data row1 col1\" >imd2019har</td>\n",
" <td id=\"T_4ef18_row1_col2\" class=\"data row1 col2\" >Consumer Data Research Centre's Harmonised Index of Multiple Deprivation 2019, presented as quintiles. 1= most deprived, 5= least deprived.</td>\n",
" <td id=\"T_4ef18_row1_col3\" class=\"data row1 col3\" >Geographic Data Service</td>\n",
" <td id=\"T_4ef18_row1_col4\" class=\"data row1 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row2_col0\" class=\"data row2 col0\" >Deprivation</td>\n",
" <td id=\"T_4ef18_row2_col1\" class=\"data row2 col1\" >imd2019har</td>\n",
" <td id=\"T_4ef18_row2_col2\" class=\"data row2 col2\" >Consumer Data Research Centre's Harmonised Index of Multiple Deprivation 2019, presented as quintiles. 1= most deprived, 5= least deprived.</td>\n",
" <td id=\"T_4ef18_row2_col3\" class=\"data row2 col3\" >Geographic Data Service</td>\n",
" <td id=\"T_4ef18_row2_col4\" class=\"data row2 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row3_col0\" class=\"data row3 col0\" >Deprivation</td>\n",
" <td id=\"T_4ef18_row3_col1\" class=\"data row3 col1\" >imd2019har</td>\n",
" <td id=\"T_4ef18_row3_col2\" class=\"data row3 col2\" >Consumer Data Research Centre's Harmonised Index of Multiple Deprivation 2019, presented as quintiles. 1= most deprived, 5= least deprived.</td>\n",
" <td id=\"T_4ef18_row3_col3\" class=\"data row3 col3\" >Geographic Data Service</td>\n",
" <td id=\"T_4ef18_row3_col4\" class=\"data row3 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row4_col0\" class=\"data row4 col0\" >Deprivation</td>\n",
" <td id=\"T_4ef18_row4_col1\" class=\"data row4 col1\" >imd2019har</td>\n",
" <td id=\"T_4ef18_row4_col2\" class=\"data row4 col2\" >Consumer Data Research Centre's Harmonised Index of Multiple Deprivation 2019, presented as quintiles. 1= most deprived, 5= least deprived.</td>\n",
" <td id=\"T_4ef18_row4_col3\" class=\"data row4 col3\" >Geographic Data Service</td>\n",
" <td id=\"T_4ef18_row4_col4\" class=\"data row4 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row5_col0\" class=\"data row5 col0\" >Deprivation</td>\n",
" <td id=\"T_4ef18_row5_col1\" class=\"data row5 col1\" >imd2019har</td>\n",
" <td id=\"T_4ef18_row5_col2\" class=\"data row5 col2\" >Consumer Data Research Centre's Harmonised Index of Multiple Deprivation 2019, presented as quintiles. 1= most deprived, 5= least deprived.</td>\n",
" <td id=\"T_4ef18_row5_col3\" class=\"data row5 col3\" >Geographic Data Service</td>\n",
" <td id=\"T_4ef18_row5_col4\" class=\"data row5 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row6_col0\" class=\"data row6 col0\" >Geography</td>\n",
" <td id=\"T_4ef18_row6_col1\" class=\"data row6 col1\" >country</td>\n",
" <td id=\"T_4ef18_row6_col2\" class=\"data row6 col2\" >Country within the United Kingdom</td>\n",
" <td id=\"T_4ef18_row6_col3\" class=\"data row6 col3\" >Office of National Statistics</td>\n",
" <td id=\"T_4ef18_row6_col4\" class=\"data row6 col4\" >2011</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row7_col0\" class=\"data row7 col0\" >Deprivation</td>\n",
" <td id=\"T_4ef18_row7_col1\" class=\"data row7 col1\" >ur_harm_2021</td>\n",
" <td id=\"T_4ef18_row7_col2\" class=\"data row7 col2\" >2021 UK Composite Rural Urban Classification. 1= Urban, 2= Rural, 3= More Rural.</td>\n",
" <td id=\"T_4ef18_row7_col3\" class=\"data row7 col3\" >My Society</td>\n",
" <td id=\"T_4ef18_row7_col4\" class=\"data row7 col4\" >2021</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row8_col0\" class=\"data row8 col0\" >Deprivation</td>\n",
" <td id=\"T_4ef18_row8_col1\" class=\"data row8 col1\" >ur_harm_2021</td>\n",
" <td id=\"T_4ef18_row8_col2\" class=\"data row8 col2\" >2021 UK Composite Rural Urban Classification. 1= Urban, 2= Rural, 3= More Rural.</td>\n",
" <td id=\"T_4ef18_row8_col3\" class=\"data row8 col3\" >My Society</td>\n",
" <td id=\"T_4ef18_row8_col4\" class=\"data row8 col4\" >2021</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row9_col0\" class=\"data row9 col0\" >Deprivation</td>\n",
" <td id=\"T_4ef18_row9_col1\" class=\"data row9 col1\" >ur_harm_2021</td>\n",
" <td id=\"T_4ef18_row9_col2\" class=\"data row9 col2\" >2021 UK Composite Rural Urban Classification. 1= Urban, 2= Rural, 3= More Rural.</td>\n",
" <td id=\"T_4ef18_row9_col3\" class=\"data row9 col3\" >My Society</td>\n",
" <td id=\"T_4ef18_row9_col4\" class=\"data row9 col4\" >2021</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row10_col0\" class=\"data row10 col0\" >Deprivation</td>\n",
" <td id=\"T_4ef18_row10_col1\" class=\"data row10 col1\" >imd2017ir</td>\n",
" <td id=\"T_4ef18_row10_col2\" class=\"data row10 col2\" >Northern Ireland Multiple Deprivation Measure 2017, presented as quintiles. 1= most deprived, 5= least deprived.</td>\n",
" <td id=\"T_4ef18_row10_col3\" class=\"data row10 col3\" >Northern Ireland Statistics and Research Agency</td>\n",
" <td id=\"T_4ef18_row10_col4\" class=\"data row10 col4\" >2017</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row11_col0\" class=\"data row11 col0\" >Deprivation</td>\n",
" <td id=\"T_4ef18_row11_col1\" class=\"data row11 col1\" >imd2017ir</td>\n",
" <td id=\"T_4ef18_row11_col2\" class=\"data row11 col2\" >Northern Ireland Multiple Deprivation Measure 2017, presented as quintiles. 1= most deprived, 5= least deprived.</td>\n",
" <td id=\"T_4ef18_row11_col3\" class=\"data row11 col3\" >Northern Ireland Statistics and Research Agency</td>\n",
" <td id=\"T_4ef18_row11_col4\" class=\"data row11 col4\" >2017</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row12_col0\" class=\"data row12 col0\" >Deprivation</td>\n",
" <td id=\"T_4ef18_row12_col1\" class=\"data row12 col1\" >imd2017ir</td>\n",
" <td id=\"T_4ef18_row12_col2\" class=\"data row12 col2\" >Northern Ireland Multiple Deprivation Measure 2017, presented as quintiles. 1= most deprived, 5= least deprived.</td>\n",
" <td id=\"T_4ef18_row12_col3\" class=\"data row12 col3\" >Northern Ireland Statistics and Research Agency</td>\n",
" <td id=\"T_4ef18_row12_col4\" class=\"data row12 col4\" >2017</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row13_col0\" class=\"data row13 col0\" >Deprivation</td>\n",
" <td id=\"T_4ef18_row13_col1\" class=\"data row13 col1\" >imd2017ir</td>\n",
" <td id=\"T_4ef18_row13_col2\" class=\"data row13 col2\" >Northern Ireland Multiple Deprivation Measure 2017, presented as quintiles. 1= most deprived, 5= least deprived.</td>\n",
" <td id=\"T_4ef18_row13_col3\" class=\"data row13 col3\" >Northern Ireland Statistics and Research Agency</td>\n",
" <td id=\"T_4ef18_row13_col4\" class=\"data row13 col4\" >2017</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row14_col0\" class=\"data row14 col0\" >Deprivation</td>\n",
" <td id=\"T_4ef18_row14_col1\" class=\"data row14 col1\" >imd2017ir</td>\n",
" <td id=\"T_4ef18_row14_col2\" class=\"data row14 col2\" >Northern Ireland Multiple Deprivation Measure 2017, presented as quintiles. 1= most deprived, 5= least deprived.</td>\n",
" <td id=\"T_4ef18_row14_col3\" class=\"data row14 col3\" >Northern Ireland Statistics and Research Agency</td>\n",
" <td id=\"T_4ef18_row14_col4\" class=\"data row14 col4\" >2017</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row15_col0\" class=\"data row15 col0\" >Deprivation</td>\n",
" <td id=\"T_4ef18_row15_col1\" class=\"data row15 col1\" >imd2017ir_income</td>\n",
" <td id=\"T_4ef18_row15_col2\" class=\"data row15 col2\" >Northern Ireland Multiple Deprivation Measure 2017, Income, presented as quintiles. 1= lowest income, 5= highest income.</td>\n",
" <td id=\"T_4ef18_row15_col3\" class=\"data row15 col3\" >Northern Ireland Statistics and Research Agency</td>\n",
" <td id=\"T_4ef18_row15_col4\" class=\"data row15 col4\" >2017</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row16_col0\" class=\"data row16 col0\" >Deprivation</td>\n",
" <td id=\"T_4ef18_row16_col1\" class=\"data row16 col1\" >imd2017ir_income</td>\n",
" <td id=\"T_4ef18_row16_col2\" class=\"data row16 col2\" >Northern Ireland Multiple Deprivation Measure 2017, Income, presented as quintiles. 1= lowest income, 5= highest income.</td>\n",
" <td id=\"T_4ef18_row16_col3\" class=\"data row16 col3\" >Northern Ireland Statistics and Research Agency</td>\n",
" <td id=\"T_4ef18_row16_col4\" class=\"data row16 col4\" >2017</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row17_col0\" class=\"data row17 col0\" >Deprivation</td>\n",
" <td id=\"T_4ef18_row17_col1\" class=\"data row17 col1\" >imd2017ir_income</td>\n",
" <td id=\"T_4ef18_row17_col2\" class=\"data row17 col2\" >Northern Ireland Multiple Deprivation Measure 2017, Income, presented as quintiles. 1= lowest income, 5= highest income.</td>\n",
" <td id=\"T_4ef18_row17_col3\" class=\"data row17 col3\" >Northern Ireland Statistics and Research Agency</td>\n",
" <td id=\"T_4ef18_row17_col4\" class=\"data row17 col4\" >2017</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row18_col0\" class=\"data row18 col0\" >Deprivation</td>\n",
" <td id=\"T_4ef18_row18_col1\" class=\"data row18 col1\" >imd2017ir_income</td>\n",
" <td id=\"T_4ef18_row18_col2\" class=\"data row18 col2\" >Northern Ireland Multiple Deprivation Measure 2017, Income, presented as quintiles. 1= lowest income, 5= highest income.</td>\n",
" <td id=\"T_4ef18_row18_col3\" class=\"data row18 col3\" >Northern Ireland Statistics and Research Agency</td>\n",
" <td id=\"T_4ef18_row18_col4\" class=\"data row18 col4\" >2017</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row19_col0\" class=\"data row19 col0\" >Deprivation</td>\n",
" <td id=\"T_4ef18_row19_col1\" class=\"data row19 col1\" >imd2017ir_income</td>\n",
" <td id=\"T_4ef18_row19_col2\" class=\"data row19 col2\" >Northern Ireland Multiple Deprivation Measure 2017, Income, presented as quintiles. 1= lowest income, 5= highest income.</td>\n",
" <td id=\"T_4ef18_row19_col3\" class=\"data row19 col3\" >Northern Ireland Statistics and Research Agency</td>\n",
" <td id=\"T_4ef18_row19_col4\" class=\"data row19 col4\" >2017</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row20_col0\" class=\"data row20 col0\" >Deprivation</td>\n",
" <td id=\"T_4ef18_row20_col1\" class=\"data row20 col1\" >imd2017ir_employment</td>\n",
" <td id=\"T_4ef18_row20_col2\" class=\"data row20 col2\" >Northern Ireland Multiple Deprivation Measure 2017, Employment, presented as quintiles. 1= highest unemployment, 5= lowest unemployment.</td>\n",
" <td id=\"T_4ef18_row20_col3\" class=\"data row20 col3\" >Northern Ireland Statistics and Research Agency</td>\n",
" <td id=\"T_4ef18_row20_col4\" class=\"data row20 col4\" >2017</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row21_col0\" class=\"data row21 col0\" >Deprivation</td>\n",
" <td id=\"T_4ef18_row21_col1\" class=\"data row21 col1\" >imd2017ir_employment</td>\n",
" <td id=\"T_4ef18_row21_col2\" class=\"data row21 col2\" >Northern Ireland Multiple Deprivation Measure 2017, Employment, presented as quintiles. 1= highest unemployment, 5= lowest unemployment.</td>\n",
" <td id=\"T_4ef18_row21_col3\" class=\"data row21 col3\" >Northern Ireland Statistics and Research Agency</td>\n",
" <td id=\"T_4ef18_row21_col4\" class=\"data row21 col4\" >2017</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row22_col0\" class=\"data row22 col0\" >Deprivation</td>\n",
" <td id=\"T_4ef18_row22_col1\" class=\"data row22 col1\" >imd2017ir_employment</td>\n",
" <td id=\"T_4ef18_row22_col2\" class=\"data row22 col2\" >Northern Ireland Multiple Deprivation Measure 2017, Employment, presented as quintiles. 1= highest unemployment, 5= lowest unemployment.</td>\n",
" <td id=\"T_4ef18_row22_col3\" class=\"data row22 col3\" >Northern Ireland Statistics and Research Agency</td>\n",
" <td id=\"T_4ef18_row22_col4\" class=\"data row22 col4\" >2017</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row23_col0\" class=\"data row23 col0\" >Deprivation</td>\n",
" <td id=\"T_4ef18_row23_col1\" class=\"data row23 col1\" >imd2017ir_employment</td>\n",
" <td id=\"T_4ef18_row23_col2\" class=\"data row23 col2\" >Northern Ireland Multiple Deprivation Measure 2017, Employment, presented as quintiles. 1= highest unemployment, 5= lowest unemployment.</td>\n",
" <td id=\"T_4ef18_row23_col3\" class=\"data row23 col3\" >Northern Ireland Statistics and Research Agency</td>\n",
" <td id=\"T_4ef18_row23_col4\" class=\"data row23 col4\" >2017</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row24_col0\" class=\"data row24 col0\" >Deprivation</td>\n",
" <td id=\"T_4ef18_row24_col1\" class=\"data row24 col1\" >imd2017ir_employment</td>\n",
" <td id=\"T_4ef18_row24_col2\" class=\"data row24 col2\" >Northern Ireland Multiple Deprivation Measure 2017, Employment, presented as quintiles. 1= highest unemployment, 5= lowest unemployment.</td>\n",
" <td id=\"T_4ef18_row24_col3\" class=\"data row24 col3\" >Northern Ireland Statistics and Research Agency</td>\n",
" <td id=\"T_4ef18_row24_col4\" class=\"data row24 col4\" >2017</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row25_col0\" class=\"data row25 col0\" >Deprivation</td>\n",
" <td id=\"T_4ef18_row25_col1\" class=\"data row25 col1\" >imd2017ir_health</td>\n",
" <td id=\"T_4ef18_row25_col2\" class=\"data row25 col2\" >None</td>\n",
" <td id=\"T_4ef18_row25_col3\" class=\"data row25 col3\" >Northern Ireland Statistics and Research Agency</td>\n",
" <td id=\"T_4ef18_row25_col4\" class=\"data row25 col4\" >2017</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row26_col0\" class=\"data row26 col0\" >Deprivation</td>\n",
" <td id=\"T_4ef18_row26_col1\" class=\"data row26 col1\" >imd2017ir_education</td>\n",
" <td id=\"T_4ef18_row26_col2\" class=\"data row26 col2\" >Northern Ireland Multiple Deprivation Measure 2017, Education, presented as quintiles. 1= lowest education, 5= highest education.</td>\n",
" <td id=\"T_4ef18_row26_col3\" class=\"data row26 col3\" >Northern Ireland Statistics and Research Agency</td>\n",
" <td id=\"T_4ef18_row26_col4\" class=\"data row26 col4\" >2017</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row27_col0\" class=\"data row27 col0\" >Deprivation</td>\n",
" <td id=\"T_4ef18_row27_col1\" class=\"data row27 col1\" >imd2017ir_education</td>\n",
" <td id=\"T_4ef18_row27_col2\" class=\"data row27 col2\" >Northern Ireland Multiple Deprivation Measure 2017, Education, presented as quintiles. 1= lowest education, 5= highest education.</td>\n",
" <td id=\"T_4ef18_row27_col3\" class=\"data row27 col3\" >Northern Ireland Statistics and Research Agency</td>\n",
" <td id=\"T_4ef18_row27_col4\" class=\"data row27 col4\" >2017</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row28_col0\" class=\"data row28 col0\" >Deprivation</td>\n",
" <td id=\"T_4ef18_row28_col1\" class=\"data row28 col1\" >imd2017ir_education</td>\n",
" <td id=\"T_4ef18_row28_col2\" class=\"data row28 col2\" >Northern Ireland Multiple Deprivation Measure 2017, Education, presented as quintiles. 1= lowest education, 5= highest education.</td>\n",
" <td id=\"T_4ef18_row28_col3\" class=\"data row28 col3\" >Northern Ireland Statistics and Research Agency</td>\n",
" <td id=\"T_4ef18_row28_col4\" class=\"data row28 col4\" >2017</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row29_col0\" class=\"data row29 col0\" >Deprivation</td>\n",
" <td id=\"T_4ef18_row29_col1\" class=\"data row29 col1\" >imd2017ir_education</td>\n",
" <td id=\"T_4ef18_row29_col2\" class=\"data row29 col2\" >Northern Ireland Multiple Deprivation Measure 2017, Education, presented as quintiles. 1= lowest education, 5= highest education.</td>\n",
" <td id=\"T_4ef18_row29_col3\" class=\"data row29 col3\" >Northern Ireland Statistics and Research Agency</td>\n",
" <td id=\"T_4ef18_row29_col4\" class=\"data row29 col4\" >2017</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row30_col0\" class=\"data row30 col0\" >Deprivation</td>\n",
" <td id=\"T_4ef18_row30_col1\" class=\"data row30 col1\" >imd2017ir_education</td>\n",
" <td id=\"T_4ef18_row30_col2\" class=\"data row30 col2\" >Northern Ireland Multiple Deprivation Measure 2017, Education, presented as quintiles. 1= lowest education, 5= highest education.</td>\n",
" <td id=\"T_4ef18_row30_col3\" class=\"data row30 col3\" >Northern Ireland Statistics and Research Agency</td>\n",
" <td id=\"T_4ef18_row30_col4\" class=\"data row30 col4\" >2017</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row31_col0\" class=\"data row31 col0\" >Deprivation</td>\n",
" <td id=\"T_4ef18_row31_col1\" class=\"data row31 col1\" >imd2017ir_access</td>\n",
" <td id=\"T_4ef18_row31_col2\" class=\"data row31 col2\" >Northern Ireland Multiple Deprivation Measure 2017, Access to Services, presented as quintiles. 1= strong access, 5= weak access.</td>\n",
" <td id=\"T_4ef18_row31_col3\" class=\"data row31 col3\" >Northern Ireland Statistics and Research Agency</td>\n",
" <td id=\"T_4ef18_row31_col4\" class=\"data row31 col4\" >2017</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row32_col0\" class=\"data row32 col0\" >Deprivation</td>\n",
" <td id=\"T_4ef18_row32_col1\" class=\"data row32 col1\" >imd2017ir_access</td>\n",
" <td id=\"T_4ef18_row32_col2\" class=\"data row32 col2\" >Northern Ireland Multiple Deprivation Measure 2017, Access to Services, presented as quintiles. 1= strong access, 5= weak access.</td>\n",
" <td id=\"T_4ef18_row32_col3\" class=\"data row32 col3\" >Northern Ireland Statistics and Research Agency</td>\n",
" <td id=\"T_4ef18_row32_col4\" class=\"data row32 col4\" >2017</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row33_col0\" class=\"data row33 col0\" >Deprivation</td>\n",
" <td id=\"T_4ef18_row33_col1\" class=\"data row33 col1\" >imd2017ir_access</td>\n",
" <td id=\"T_4ef18_row33_col2\" class=\"data row33 col2\" >Northern Ireland Multiple Deprivation Measure 2017, Access to Services, presented as quintiles. 1= strong access, 5= weak access.</td>\n",
" <td id=\"T_4ef18_row33_col3\" class=\"data row33 col3\" >Northern Ireland Statistics and Research Agency</td>\n",
" <td id=\"T_4ef18_row33_col4\" class=\"data row33 col4\" >2017</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row34_col0\" class=\"data row34 col0\" >Deprivation</td>\n",
" <td id=\"T_4ef18_row34_col1\" class=\"data row34 col1\" >imd2017ir_access</td>\n",
" <td id=\"T_4ef18_row34_col2\" class=\"data row34 col2\" >Northern Ireland Multiple Deprivation Measure 2017, Access to Services, presented as quintiles. 1= strong access, 5= weak access.</td>\n",
" <td id=\"T_4ef18_row34_col3\" class=\"data row34 col3\" >Northern Ireland Statistics and Research Agency</td>\n",
" <td id=\"T_4ef18_row34_col4\" class=\"data row34 col4\" >2017</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row35_col0\" class=\"data row35 col0\" >Deprivation</td>\n",
" <td id=\"T_4ef18_row35_col1\" class=\"data row35 col1\" >imd2017ir_access</td>\n",
" <td id=\"T_4ef18_row35_col2\" class=\"data row35 col2\" >Northern Ireland Multiple Deprivation Measure 2017, Access to Services, presented as quintiles. 1= strong access, 5= weak access.</td>\n",
" <td id=\"T_4ef18_row35_col3\" class=\"data row35 col3\" >Northern Ireland Statistics and Research Agency</td>\n",
" <td id=\"T_4ef18_row35_col4\" class=\"data row35 col4\" >2017</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row36_col0\" class=\"data row36 col0\" >Deprivation</td>\n",
" <td id=\"T_4ef18_row36_col1\" class=\"data row36 col1\" >imd2017ir_crime</td>\n",
" <td id=\"T_4ef18_row36_col2\" class=\"data row36 col2\" >Northern Ireland Multiple Deprivation Measure 2017, presented as quintiles. 1= high crime rates, 5= low crime rates.</td>\n",
" <td id=\"T_4ef18_row36_col3\" class=\"data row36 col3\" >Northern Ireland Statistics and Research Agency</td>\n",
" <td id=\"T_4ef18_row36_col4\" class=\"data row36 col4\" >2017</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row37_col0\" class=\"data row37 col0\" >Deprivation</td>\n",
" <td id=\"T_4ef18_row37_col1\" class=\"data row37 col1\" >imd2017ir_crime</td>\n",
" <td id=\"T_4ef18_row37_col2\" class=\"data row37 col2\" >Northern Ireland Multiple Deprivation Measure 2017, presented as quintiles. 1= high crime rates, 5= low crime rates.</td>\n",
" <td id=\"T_4ef18_row37_col3\" class=\"data row37 col3\" >Northern Ireland Statistics and Research Agency</td>\n",
" <td id=\"T_4ef18_row37_col4\" class=\"data row37 col4\" >2017</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row38_col0\" class=\"data row38 col0\" >Deprivation</td>\n",
" <td id=\"T_4ef18_row38_col1\" class=\"data row38 col1\" >imd2017ir_crime</td>\n",
" <td id=\"T_4ef18_row38_col2\" class=\"data row38 col2\" >Northern Ireland Multiple Deprivation Measure 2017, presented as quintiles. 1= high crime rates, 5= low crime rates.</td>\n",
" <td id=\"T_4ef18_row38_col3\" class=\"data row38 col3\" >Northern Ireland Statistics and Research Agency</td>\n",
" <td id=\"T_4ef18_row38_col4\" class=\"data row38 col4\" >2017</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row39_col0\" class=\"data row39 col0\" >Deprivation</td>\n",
" <td id=\"T_4ef18_row39_col1\" class=\"data row39 col1\" >imd2017ir_crime</td>\n",
" <td id=\"T_4ef18_row39_col2\" class=\"data row39 col2\" >Northern Ireland Multiple Deprivation Measure 2017, presented as quintiles. 1= high crime rates, 5= low crime rates.</td>\n",
" <td id=\"T_4ef18_row39_col3\" class=\"data row39 col3\" >Northern Ireland Statistics and Research Agency</td>\n",
" <td id=\"T_4ef18_row39_col4\" class=\"data row39 col4\" >2017</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row40_col0\" class=\"data row40 col0\" >Deprivation</td>\n",
" <td id=\"T_4ef18_row40_col1\" class=\"data row40 col1\" >imd2017ir_crime</td>\n",
" <td id=\"T_4ef18_row40_col2\" class=\"data row40 col2\" >Northern Ireland Multiple Deprivation Measure 2017, presented as quintiles. 1= high crime rates, 5= low crime rates.</td>\n",
" <td id=\"T_4ef18_row40_col3\" class=\"data row40 col3\" >Northern Ireland Statistics and Research Agency</td>\n",
" <td id=\"T_4ef18_row40_col4\" class=\"data row40 col4\" >2017</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row41_col0\" class=\"data row41 col0\" >Deprivation</td>\n",
" <td id=\"T_4ef18_row41_col1\" class=\"data row41 col1\" >imd2017ir_environment</td>\n",
" <td id=\"T_4ef18_row41_col2\" class=\"data row41 col2\" >Northern Ireland Multiple Deprivation Measure 2017, presented as quintiles. 1= low quality environment, 5= high quality environment.</td>\n",
" <td id=\"T_4ef18_row41_col3\" class=\"data row41 col3\" >Northern Ireland Statistics and Research Agency</td>\n",
" <td id=\"T_4ef18_row41_col4\" class=\"data row41 col4\" >2017</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row42_col0\" class=\"data row42 col0\" >Deprivation</td>\n",
" <td id=\"T_4ef18_row42_col1\" class=\"data row42 col1\" >imd2017ir_environment</td>\n",
" <td id=\"T_4ef18_row42_col2\" class=\"data row42 col2\" >Northern Ireland Multiple Deprivation Measure 2017, presented as quintiles. 1= low quality environment, 5= high quality environment.</td>\n",
" <td id=\"T_4ef18_row42_col3\" class=\"data row42 col3\" >Northern Ireland Statistics and Research Agency</td>\n",
" <td id=\"T_4ef18_row42_col4\" class=\"data row42 col4\" >2017</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row43_col0\" class=\"data row43 col0\" >Deprivation</td>\n",
" <td id=\"T_4ef18_row43_col1\" class=\"data row43 col1\" >imd2017ir_environment</td>\n",
" <td id=\"T_4ef18_row43_col2\" class=\"data row43 col2\" >Northern Ireland Multiple Deprivation Measure 2017, presented as quintiles. 1= low quality environment, 5= high quality environment.</td>\n",
" <td id=\"T_4ef18_row43_col3\" class=\"data row43 col3\" >Northern Ireland Statistics and Research Agency</td>\n",
" <td id=\"T_4ef18_row43_col4\" class=\"data row43 col4\" >2017</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row44_col0\" class=\"data row44 col0\" >Deprivation</td>\n",
" <td id=\"T_4ef18_row44_col1\" class=\"data row44 col1\" >imd2017ir_environment</td>\n",
" <td id=\"T_4ef18_row44_col2\" class=\"data row44 col2\" >Northern Ireland Multiple Deprivation Measure 2017, presented as quintiles. 1= low quality environment, 5= high quality environment.</td>\n",
" <td id=\"T_4ef18_row44_col3\" class=\"data row44 col3\" >Northern Ireland Statistics and Research Agency</td>\n",
" <td id=\"T_4ef18_row44_col4\" class=\"data row44 col4\" >2017</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row45_col0\" class=\"data row45 col0\" >Deprivation</td>\n",
" <td id=\"T_4ef18_row45_col1\" class=\"data row45 col1\" >imd2017ir_environment</td>\n",
" <td id=\"T_4ef18_row45_col2\" class=\"data row45 col2\" >Northern Ireland Multiple Deprivation Measure 2017, presented as quintiles. 1= low quality environment, 5= high quality environment.</td>\n",
" <td id=\"T_4ef18_row45_col3\" class=\"data row45 col3\" >Northern Ireland Statistics and Research Agency</td>\n",
" <td id=\"T_4ef18_row45_col4\" class=\"data row45 col4\" >2017</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row46_col0\" class=\"data row46 col0\" >Deprivation</td>\n",
" <td id=\"T_4ef18_row46_col1\" class=\"data row46 col1\" >mpe_ire_2020</td>\n",
" <td id=\"T_4ef18_row46_col2\" class=\"data row46 col2\" >Mid-year (30 June) estimates of the usual resident population for Super Output Areas (2011) in Northern Ireland. 5 categories: <1200, 1200-1500, 1500-1600, 1600-1800 and >1800.</td>\n",
" <td id=\"T_4ef18_row46_col3\" class=\"data row46 col3\" >Northern Ireland Statistics and Research Agency</td>\n",
" <td id=\"T_4ef18_row46_col4\" class=\"data row46 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row47_col0\" class=\"data row47 col0\" >Deprivation</td>\n",
" <td id=\"T_4ef18_row47_col1\" class=\"data row47 col1\" >ur_ire_2015</td>\n",
" <td id=\"T_4ef18_row47_col2\" class=\"data row47 col2\" >Settlement classification 2015. 1=Urban, 2= Mixed urban/rural, 3= Rural</td>\n",
" <td id=\"T_4ef18_row47_col3\" class=\"data row47 col3\" >Northern Ireland Statistics and Research Agency</td>\n",
" <td id=\"T_4ef18_row47_col4\" class=\"data row47 col4\" >2015</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row48_col0\" class=\"data row48 col0\" >Deprivation</td>\n",
" <td id=\"T_4ef18_row48_col1\" class=\"data row48 col1\" >ur_ire_2015</td>\n",
" <td id=\"T_4ef18_row48_col2\" class=\"data row48 col2\" >Settlement classification 2015. 1=Urban, 2= Mixed urban/rural, 3= Rural</td>\n",
" <td id=\"T_4ef18_row48_col3\" class=\"data row48 col3\" >Northern Ireland Statistics and Research Agency</td>\n",
" <td id=\"T_4ef18_row48_col4\" class=\"data row48 col4\" >2015</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row49_col0\" class=\"data row49 col0\" >Deprivation</td>\n",
" <td id=\"T_4ef18_row49_col1\" class=\"data row49 col1\" >ur_ire_2015</td>\n",
" <td id=\"T_4ef18_row49_col2\" class=\"data row49 col2\" >Settlement classification 2015. 1=Urban, 2= Mixed urban/rural, 3= Rural</td>\n",
" <td id=\"T_4ef18_row49_col3\" class=\"data row49 col3\" >Northern Ireland Statistics and Research Agency</td>\n",
" <td id=\"T_4ef18_row49_col4\" class=\"data row49 col4\" >2015</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_4ef18_row50_col0\" class=\"data row50 col0\" >UK LLC</td>\n",
" <td id=\"T_4ef18_row50_col1\" class=\"data row50 col1\" >avail_from_dt</td>\n",
" <td id=\"T_4ef18_row50_col2\" class=\"data row50 col2\" >None</td>\n",
" <td id=\"T_4ef18_row50_col3\" class=\"data row50 col3\" >UK LLC</td>\n",
" <td id=\"T_4ef18_row50_col4\" class=\"data row50 col4\" >None</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n"
],
"text/plain": [
"<pandas.io.formats.style.Styler at 0x255a3daa350>"
]
},
"execution_count": 38,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"DS(\"imd_northern_ireland\").variable_table()"
]
},
{
"cell_type": "code",
"execution_count": 39,
"id": "c98b19f4",
"metadata": {
"tags": [
"remove-input"
]
},
"outputs": [
{
"data": {
"text/markdown": [
"### imd_scotland"
],
"text/plain": [
"<IPython.core.display.Markdown object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"display(Markdown('### imd_scotland'))"
]
},
{
"cell_type": "code",
"execution_count": 40,
"id": "6c3e1491",
"metadata": {
"tags": [
"remove-input",
"hide-cell"
]
},
"outputs": [
{
"data": {
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"</style>\n",
"<table id=\"T_640b8\" style=\"font-size: 14px\">\n",
" <thead>\n",
" <tr>\n",
" <th id=\"T_640b8_level0_col0\" class=\"col_heading level0 col0\" >Variable Group</th>\n",
" <th id=\"T_640b8_level0_col1\" class=\"col_heading level0 col1\" >Variable</th>\n",
" <th id=\"T_640b8_level0_col2\" class=\"col_heading level0 col2\" >Description</th>\n",
" <th id=\"T_640b8_level0_col3\" class=\"col_heading level0 col3\" >Source</th>\n",
" <th id=\"T_640b8_level0_col4\" class=\"col_heading level0 col4\" >Date range of data</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <td id=\"T_640b8_row0_col0\" class=\"data row0 col0\" >Geography</td>\n",
" <td id=\"T_640b8_row0_col1\" class=\"data row0 col1\" >dz11cd_e</td>\n",
" <td id=\"T_640b8_row0_col2\" class=\"data row0 col2\" >Data Zones (2011)</td>\n",
" <td id=\"T_640b8_row0_col3\" class=\"data row0 col3\" >gov.uk</td>\n",
" <td id=\"T_640b8_row0_col4\" class=\"data row0 col4\" >2011</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row1_col0\" class=\"data row1 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row1_col1\" class=\"data row1 col1\" >imd2019har</td>\n",
" <td id=\"T_640b8_row1_col2\" class=\"data row1 col2\" >Consumer Data Research Centre's Harmonised Index of Multiple Deprivation 2019, presented as quintiles. 1= most deprived, 5= least deprived.</td>\n",
" <td id=\"T_640b8_row1_col3\" class=\"data row1 col3\" >Geographic Data Service</td>\n",
" <td id=\"T_640b8_row1_col4\" class=\"data row1 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row2_col0\" class=\"data row2 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row2_col1\" class=\"data row2 col1\" >imd2019har</td>\n",
" <td id=\"T_640b8_row2_col2\" class=\"data row2 col2\" >Consumer Data Research Centre's Harmonised Index of Multiple Deprivation 2019, presented as quintiles. 1= most deprived, 5= least deprived.</td>\n",
" <td id=\"T_640b8_row2_col3\" class=\"data row2 col3\" >Geographic Data Service</td>\n",
" <td id=\"T_640b8_row2_col4\" class=\"data row2 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row3_col0\" class=\"data row3 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row3_col1\" class=\"data row3 col1\" >imd2019har</td>\n",
" <td id=\"T_640b8_row3_col2\" class=\"data row3 col2\" >Consumer Data Research Centre's Harmonised Index of Multiple Deprivation 2019, presented as quintiles. 1= most deprived, 5= least deprived.</td>\n",
" <td id=\"T_640b8_row3_col3\" class=\"data row3 col3\" >Geographic Data Service</td>\n",
" <td id=\"T_640b8_row3_col4\" class=\"data row3 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row4_col0\" class=\"data row4 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row4_col1\" class=\"data row4 col1\" >imd2019har</td>\n",
" <td id=\"T_640b8_row4_col2\" class=\"data row4 col2\" >Consumer Data Research Centre's Harmonised Index of Multiple Deprivation 2019, presented as quintiles. 1= most deprived, 5= least deprived.</td>\n",
" <td id=\"T_640b8_row4_col3\" class=\"data row4 col3\" >Geographic Data Service</td>\n",
" <td id=\"T_640b8_row4_col4\" class=\"data row4 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row5_col0\" class=\"data row5 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row5_col1\" class=\"data row5 col1\" >imd2019har</td>\n",
" <td id=\"T_640b8_row5_col2\" class=\"data row5 col2\" >Consumer Data Research Centre's Harmonised Index of Multiple Deprivation 2019, presented as quintiles. 1= most deprived, 5= least deprived.</td>\n",
" <td id=\"T_640b8_row5_col3\" class=\"data row5 col3\" >Geographic Data Service</td>\n",
" <td id=\"T_640b8_row5_col4\" class=\"data row5 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row6_col0\" class=\"data row6 col0\" >Geography</td>\n",
" <td id=\"T_640b8_row6_col1\" class=\"data row6 col1\" >country</td>\n",
" <td id=\"T_640b8_row6_col2\" class=\"data row6 col2\" >Country within the United Kingdom</td>\n",
" <td id=\"T_640b8_row6_col3\" class=\"data row6 col3\" >Office of National Statistics</td>\n",
" <td id=\"T_640b8_row6_col4\" class=\"data row6 col4\" >2011</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row7_col0\" class=\"data row7 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row7_col1\" class=\"data row7 col1\" >ur_harm_2021</td>\n",
" <td id=\"T_640b8_row7_col2\" class=\"data row7 col2\" >2021 UK Composite Rural Urban Classification. 1= Urban, 2= Rural, 3= More Rural.</td>\n",
" <td id=\"T_640b8_row7_col3\" class=\"data row7 col3\" >My Society</td>\n",
" <td id=\"T_640b8_row7_col4\" class=\"data row7 col4\" >2021</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row8_col0\" class=\"data row8 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row8_col1\" class=\"data row8 col1\" >ur_harm_2021</td>\n",
" <td id=\"T_640b8_row8_col2\" class=\"data row8 col2\" >2021 UK Composite Rural Urban Classification. 1= Urban, 2= Rural, 3= More Rural.</td>\n",
" <td id=\"T_640b8_row8_col3\" class=\"data row8 col3\" >My Society</td>\n",
" <td id=\"T_640b8_row8_col4\" class=\"data row8 col4\" >2021</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row9_col0\" class=\"data row9 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row9_col1\" class=\"data row9 col1\" >ur_harm_2021</td>\n",
" <td id=\"T_640b8_row9_col2\" class=\"data row9 col2\" >2021 UK Composite Rural Urban Classification. 1= Urban, 2= Rural, 3= More Rural.</td>\n",
" <td id=\"T_640b8_row9_col3\" class=\"data row9 col3\" >My Society</td>\n",
" <td id=\"T_640b8_row9_col4\" class=\"data row9 col4\" >2021</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row10_col0\" class=\"data row10 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row10_col1\" class=\"data row10 col1\" >imd2020scot</td>\n",
" <td id=\"T_640b8_row10_col2\" class=\"data row10 col2\" >Scottish Index of Multiple Deprivation 2019, presented as quintiles. 1= most deprived, 5= least deprived.</td>\n",
" <td id=\"T_640b8_row10_col3\" class=\"data row10 col3\" >gov.scot</td>\n",
" <td id=\"T_640b8_row10_col4\" class=\"data row10 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row11_col0\" class=\"data row11 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row11_col1\" class=\"data row11 col1\" >imd2020scot</td>\n",
" <td id=\"T_640b8_row11_col2\" class=\"data row11 col2\" >Scottish Index of Multiple Deprivation 2019, presented as quintiles. 1= most deprived, 5= least deprived.</td>\n",
" <td id=\"T_640b8_row11_col3\" class=\"data row11 col3\" >gov.scot</td>\n",
" <td id=\"T_640b8_row11_col4\" class=\"data row11 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row12_col0\" class=\"data row12 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row12_col1\" class=\"data row12 col1\" >imd2020scot</td>\n",
" <td id=\"T_640b8_row12_col2\" class=\"data row12 col2\" >Scottish Index of Multiple Deprivation 2019, presented as quintiles. 1= most deprived, 5= least deprived.</td>\n",
" <td id=\"T_640b8_row12_col3\" class=\"data row12 col3\" >gov.scot</td>\n",
" <td id=\"T_640b8_row12_col4\" class=\"data row12 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row13_col0\" class=\"data row13 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row13_col1\" class=\"data row13 col1\" >imd2020scot</td>\n",
" <td id=\"T_640b8_row13_col2\" class=\"data row13 col2\" >Scottish Index of Multiple Deprivation 2019, presented as quintiles. 1= most deprived, 5= least deprived.</td>\n",
" <td id=\"T_640b8_row13_col3\" class=\"data row13 col3\" >gov.scot</td>\n",
" <td id=\"T_640b8_row13_col4\" class=\"data row13 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row14_col0\" class=\"data row14 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row14_col1\" class=\"data row14 col1\" >imd2020scot</td>\n",
" <td id=\"T_640b8_row14_col2\" class=\"data row14 col2\" >Scottish Index of Multiple Deprivation 2019, presented as quintiles. 1= most deprived, 5= least deprived.</td>\n",
" <td id=\"T_640b8_row14_col3\" class=\"data row14 col3\" >gov.scot</td>\n",
" <td id=\"T_640b8_row14_col4\" class=\"data row14 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row15_col0\" class=\"data row15 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row15_col1\" class=\"data row15 col1\" >imd2020scot_income</td>\n",
" <td id=\"T_640b8_row15_col2\" class=\"data row15 col2\" >Scottish Index of Multiple Deprivation 2019, Income, presented as quintiles. 1= lowest income, 5= highest income.</td>\n",
" <td id=\"T_640b8_row15_col3\" class=\"data row15 col3\" >gov.scot</td>\n",
" <td id=\"T_640b8_row15_col4\" class=\"data row15 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row16_col0\" class=\"data row16 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row16_col1\" class=\"data row16 col1\" >imd2020scot_income</td>\n",
" <td id=\"T_640b8_row16_col2\" class=\"data row16 col2\" >Scottish Index of Multiple Deprivation 2019, Income, presented as quintiles. 1= lowest income, 5= highest income.</td>\n",
" <td id=\"T_640b8_row16_col3\" class=\"data row16 col3\" >gov.scot</td>\n",
" <td id=\"T_640b8_row16_col4\" class=\"data row16 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row17_col0\" class=\"data row17 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row17_col1\" class=\"data row17 col1\" >imd2020scot_income</td>\n",
" <td id=\"T_640b8_row17_col2\" class=\"data row17 col2\" >Scottish Index of Multiple Deprivation 2019, Income, presented as quintiles. 1= lowest income, 5= highest income.</td>\n",
" <td id=\"T_640b8_row17_col3\" class=\"data row17 col3\" >gov.scot</td>\n",
" <td id=\"T_640b8_row17_col4\" class=\"data row17 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row18_col0\" class=\"data row18 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row18_col1\" class=\"data row18 col1\" >imd2020scot_income</td>\n",
" <td id=\"T_640b8_row18_col2\" class=\"data row18 col2\" >Scottish Index of Multiple Deprivation 2019, Income, presented as quintiles. 1= lowest income, 5= highest income.</td>\n",
" <td id=\"T_640b8_row18_col3\" class=\"data row18 col3\" >gov.scot</td>\n",
" <td id=\"T_640b8_row18_col4\" class=\"data row18 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row19_col0\" class=\"data row19 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row19_col1\" class=\"data row19 col1\" >imd2020scot_income</td>\n",
" <td id=\"T_640b8_row19_col2\" class=\"data row19 col2\" >Scottish Index of Multiple Deprivation 2019, Income, presented as quintiles. 1= lowest income, 5= highest income.</td>\n",
" <td id=\"T_640b8_row19_col3\" class=\"data row19 col3\" >gov.scot</td>\n",
" <td id=\"T_640b8_row19_col4\" class=\"data row19 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row20_col0\" class=\"data row20 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row20_col1\" class=\"data row20 col1\" >imd2020scot_employment</td>\n",
" <td id=\"T_640b8_row20_col2\" class=\"data row20 col2\" >Scottish Index of Multiple Deprivation 2019, Employment, presented as quintiles. 1= highest unemployment, 5= lowest unemployment.</td>\n",
" <td id=\"T_640b8_row20_col3\" class=\"data row20 col3\" >gov.scot</td>\n",
" <td id=\"T_640b8_row20_col4\" class=\"data row20 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row21_col0\" class=\"data row21 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row21_col1\" class=\"data row21 col1\" >imd2020scot_employment</td>\n",
" <td id=\"T_640b8_row21_col2\" class=\"data row21 col2\" >Scottish Index of Multiple Deprivation 2019, Employment, presented as quintiles. 1= highest unemployment, 5= lowest unemployment.</td>\n",
" <td id=\"T_640b8_row21_col3\" class=\"data row21 col3\" >gov.scot</td>\n",
" <td id=\"T_640b8_row21_col4\" class=\"data row21 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row22_col0\" class=\"data row22 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row22_col1\" class=\"data row22 col1\" >imd2020scot_employment</td>\n",
" <td id=\"T_640b8_row22_col2\" class=\"data row22 col2\" >Scottish Index of Multiple Deprivation 2019, Employment, presented as quintiles. 1= highest unemployment, 5= lowest unemployment.</td>\n",
" <td id=\"T_640b8_row22_col3\" class=\"data row22 col3\" >gov.scot</td>\n",
" <td id=\"T_640b8_row22_col4\" class=\"data row22 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row23_col0\" class=\"data row23 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row23_col1\" class=\"data row23 col1\" >imd2020scot_employment</td>\n",
" <td id=\"T_640b8_row23_col2\" class=\"data row23 col2\" >Scottish Index of Multiple Deprivation 2019, Employment, presented as quintiles. 1= highest unemployment, 5= lowest unemployment.</td>\n",
" <td id=\"T_640b8_row23_col3\" class=\"data row23 col3\" >gov.scot</td>\n",
" <td id=\"T_640b8_row23_col4\" class=\"data row23 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row24_col0\" class=\"data row24 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row24_col1\" class=\"data row24 col1\" >imd2020scot_employment</td>\n",
" <td id=\"T_640b8_row24_col2\" class=\"data row24 col2\" >Scottish Index of Multiple Deprivation 2019, Employment, presented as quintiles. 1= highest unemployment, 5= lowest unemployment.</td>\n",
" <td id=\"T_640b8_row24_col3\" class=\"data row24 col3\" >gov.scot</td>\n",
" <td id=\"T_640b8_row24_col4\" class=\"data row24 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row25_col0\" class=\"data row25 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row25_col1\" class=\"data row25 col1\" >imd2020scot_health</td>\n",
" <td id=\"T_640b8_row25_col2\" class=\"data row25 col2\" >Scottish Index of Multiple Deprivation 2019, Health, presented as quintiles. 1= high health deprivation, 5= low health deprivation.</td>\n",
" <td id=\"T_640b8_row25_col3\" class=\"data row25 col3\" >gov.scot</td>\n",
" <td id=\"T_640b8_row25_col4\" class=\"data row25 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row26_col0\" class=\"data row26 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row26_col1\" class=\"data row26 col1\" >imd2020scot_health</td>\n",
" <td id=\"T_640b8_row26_col2\" class=\"data row26 col2\" >Scottish Index of Multiple Deprivation 2019, Health, presented as quintiles. 1= high health deprivation, 5= low health deprivation.</td>\n",
" <td id=\"T_640b8_row26_col3\" class=\"data row26 col3\" >gov.scot</td>\n",
" <td id=\"T_640b8_row26_col4\" class=\"data row26 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row27_col0\" class=\"data row27 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row27_col1\" class=\"data row27 col1\" >imd2020scot_health</td>\n",
" <td id=\"T_640b8_row27_col2\" class=\"data row27 col2\" >Scottish Index of Multiple Deprivation 2019, Health, presented as quintiles. 1= high health deprivation, 5= low health deprivation.</td>\n",
" <td id=\"T_640b8_row27_col3\" class=\"data row27 col3\" >gov.scot</td>\n",
" <td id=\"T_640b8_row27_col4\" class=\"data row27 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row28_col0\" class=\"data row28 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row28_col1\" class=\"data row28 col1\" >imd2020scot_health</td>\n",
" <td id=\"T_640b8_row28_col2\" class=\"data row28 col2\" >Scottish Index of Multiple Deprivation 2019, Health, presented as quintiles. 1= high health deprivation, 5= low health deprivation.</td>\n",
" <td id=\"T_640b8_row28_col3\" class=\"data row28 col3\" >gov.scot</td>\n",
" <td id=\"T_640b8_row28_col4\" class=\"data row28 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row29_col0\" class=\"data row29 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row29_col1\" class=\"data row29 col1\" >imd2020scot_health</td>\n",
" <td id=\"T_640b8_row29_col2\" class=\"data row29 col2\" >Scottish Index of Multiple Deprivation 2019, Health, presented as quintiles. 1= high health deprivation, 5= low health deprivation.</td>\n",
" <td id=\"T_640b8_row29_col3\" class=\"data row29 col3\" >gov.scot</td>\n",
" <td id=\"T_640b8_row29_col4\" class=\"data row29 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row30_col0\" class=\"data row30 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row30_col1\" class=\"data row30 col1\" >imd2020scot_education</td>\n",
" <td id=\"T_640b8_row30_col2\" class=\"data row30 col2\" >Scottish Index of Multiple Deprivation 2019, Education, presented as quintiles. 1= lowest education, 5= highest education.</td>\n",
" <td id=\"T_640b8_row30_col3\" class=\"data row30 col3\" >gov.scot</td>\n",
" <td id=\"T_640b8_row30_col4\" class=\"data row30 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row31_col0\" class=\"data row31 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row31_col1\" class=\"data row31 col1\" >imd2020scot_education</td>\n",
" <td id=\"T_640b8_row31_col2\" class=\"data row31 col2\" >Scottish Index of Multiple Deprivation 2019, Education, presented as quintiles. 1= lowest education, 5= highest education.</td>\n",
" <td id=\"T_640b8_row31_col3\" class=\"data row31 col3\" >gov.scot</td>\n",
" <td id=\"T_640b8_row31_col4\" class=\"data row31 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row32_col0\" class=\"data row32 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row32_col1\" class=\"data row32 col1\" >imd2020scot_education</td>\n",
" <td id=\"T_640b8_row32_col2\" class=\"data row32 col2\" >Scottish Index of Multiple Deprivation 2019, Education, presented as quintiles. 1= lowest education, 5= highest education.</td>\n",
" <td id=\"T_640b8_row32_col3\" class=\"data row32 col3\" >gov.scot</td>\n",
" <td id=\"T_640b8_row32_col4\" class=\"data row32 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row33_col0\" class=\"data row33 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row33_col1\" class=\"data row33 col1\" >imd2020scot_education</td>\n",
" <td id=\"T_640b8_row33_col2\" class=\"data row33 col2\" >Scottish Index of Multiple Deprivation 2019, Education, presented as quintiles. 1= lowest education, 5= highest education.</td>\n",
" <td id=\"T_640b8_row33_col3\" class=\"data row33 col3\" >gov.scot</td>\n",
" <td id=\"T_640b8_row33_col4\" class=\"data row33 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row34_col0\" class=\"data row34 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row34_col1\" class=\"data row34 col1\" >imd2020scot_education</td>\n",
" <td id=\"T_640b8_row34_col2\" class=\"data row34 col2\" >Scottish Index of Multiple Deprivation 2019, Education, presented as quintiles. 1= lowest education, 5= highest education.</td>\n",
" <td id=\"T_640b8_row34_col3\" class=\"data row34 col3\" >gov.scot</td>\n",
" <td id=\"T_640b8_row34_col4\" class=\"data row34 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row35_col0\" class=\"data row35 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row35_col1\" class=\"data row35 col1\" >imd2020scot_access</td>\n",
" <td id=\"T_640b8_row35_col2\" class=\"data row35 col2\" >Scottish Index of Multiple Deprivation 2019, Access to Services, presented as quintiles. 1= strong access, 5= weak access.</td>\n",
" <td id=\"T_640b8_row35_col3\" class=\"data row35 col3\" >gov.scot</td>\n",
" <td id=\"T_640b8_row35_col4\" class=\"data row35 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row36_col0\" class=\"data row36 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row36_col1\" class=\"data row36 col1\" >imd2020scot_access</td>\n",
" <td id=\"T_640b8_row36_col2\" class=\"data row36 col2\" >Scottish Index of Multiple Deprivation 2019, Access to Services, presented as quintiles. 1= strong access, 5= weak access.</td>\n",
" <td id=\"T_640b8_row36_col3\" class=\"data row36 col3\" >gov.scot</td>\n",
" <td id=\"T_640b8_row36_col4\" class=\"data row36 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row37_col0\" class=\"data row37 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row37_col1\" class=\"data row37 col1\" >imd2020scot_access</td>\n",
" <td id=\"T_640b8_row37_col2\" class=\"data row37 col2\" >Scottish Index of Multiple Deprivation 2019, Access to Services, presented as quintiles. 1= strong access, 5= weak access.</td>\n",
" <td id=\"T_640b8_row37_col3\" class=\"data row37 col3\" >gov.scot</td>\n",
" <td id=\"T_640b8_row37_col4\" class=\"data row37 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row38_col0\" class=\"data row38 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row38_col1\" class=\"data row38 col1\" >imd2020scot_access</td>\n",
" <td id=\"T_640b8_row38_col2\" class=\"data row38 col2\" >Scottish Index of Multiple Deprivation 2019, Access to Services, presented as quintiles. 1= strong access, 5= weak access.</td>\n",
" <td id=\"T_640b8_row38_col3\" class=\"data row38 col3\" >gov.scot</td>\n",
" <td id=\"T_640b8_row38_col4\" class=\"data row38 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row39_col0\" class=\"data row39 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row39_col1\" class=\"data row39 col1\" >imd2020scot_access</td>\n",
" <td id=\"T_640b8_row39_col2\" class=\"data row39 col2\" >Scottish Index of Multiple Deprivation 2019, Access to Services, presented as quintiles. 1= strong access, 5= weak access.</td>\n",
" <td id=\"T_640b8_row39_col3\" class=\"data row39 col3\" >gov.scot</td>\n",
" <td id=\"T_640b8_row39_col4\" class=\"data row39 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row40_col0\" class=\"data row40 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row40_col1\" class=\"data row40 col1\" >imd2020scot_crime</td>\n",
" <td id=\"T_640b8_row40_col2\" class=\"data row40 col2\" >Scottish Index of Multiple Deprivation 2019, Crime, presented as quintiles. 1= high crime rates, 5= low crime rates.</td>\n",
" <td id=\"T_640b8_row40_col3\" class=\"data row40 col3\" >gov.scot</td>\n",
" <td id=\"T_640b8_row40_col4\" class=\"data row40 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row41_col0\" class=\"data row41 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row41_col1\" class=\"data row41 col1\" >imd2020scot_crime</td>\n",
" <td id=\"T_640b8_row41_col2\" class=\"data row41 col2\" >Scottish Index of Multiple Deprivation 2019, Crime, presented as quintiles. 1= high crime rates, 5= low crime rates.</td>\n",
" <td id=\"T_640b8_row41_col3\" class=\"data row41 col3\" >gov.scot</td>\n",
" <td id=\"T_640b8_row41_col4\" class=\"data row41 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row42_col0\" class=\"data row42 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row42_col1\" class=\"data row42 col1\" >imd2020scot_crime</td>\n",
" <td id=\"T_640b8_row42_col2\" class=\"data row42 col2\" >Scottish Index of Multiple Deprivation 2019, Crime, presented as quintiles. 1= high crime rates, 5= low crime rates.</td>\n",
" <td id=\"T_640b8_row42_col3\" class=\"data row42 col3\" >gov.scot</td>\n",
" <td id=\"T_640b8_row42_col4\" class=\"data row42 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row43_col0\" class=\"data row43 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row43_col1\" class=\"data row43 col1\" >imd2020scot_crime</td>\n",
" <td id=\"T_640b8_row43_col2\" class=\"data row43 col2\" >Scottish Index of Multiple Deprivation 2019, Crime, presented as quintiles. 1= high crime rates, 5= low crime rates.</td>\n",
" <td id=\"T_640b8_row43_col3\" class=\"data row43 col3\" >gov.scot</td>\n",
" <td id=\"T_640b8_row43_col4\" class=\"data row43 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row44_col0\" class=\"data row44 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row44_col1\" class=\"data row44 col1\" >imd2020scot_crime</td>\n",
" <td id=\"T_640b8_row44_col2\" class=\"data row44 col2\" >Scottish Index of Multiple Deprivation 2019, Crime, presented as quintiles. 1= high crime rates, 5= low crime rates.</td>\n",
" <td id=\"T_640b8_row44_col3\" class=\"data row44 col3\" >gov.scot</td>\n",
" <td id=\"T_640b8_row44_col4\" class=\"data row44 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row45_col0\" class=\"data row45 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row45_col1\" class=\"data row45 col1\" >imd2020scot_housing</td>\n",
" <td id=\"T_640b8_row45_col2\" class=\"data row45 col2\" >Scottish Index of Multiple Deprivation 2019, Housing, presented as quintiles. 1= low quality housing, 5= high quality.</td>\n",
" <td id=\"T_640b8_row45_col3\" class=\"data row45 col3\" >gov.scot</td>\n",
" <td id=\"T_640b8_row45_col4\" class=\"data row45 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row46_col0\" class=\"data row46 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row46_col1\" class=\"data row46 col1\" >imd2020scot_housing</td>\n",
" <td id=\"T_640b8_row46_col2\" class=\"data row46 col2\" >Scottish Index of Multiple Deprivation 2019, Housing, presented as quintiles. 1= low quality housing, 5= high quality.</td>\n",
" <td id=\"T_640b8_row46_col3\" class=\"data row46 col3\" >gov.scot</td>\n",
" <td id=\"T_640b8_row46_col4\" class=\"data row46 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row47_col0\" class=\"data row47 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row47_col1\" class=\"data row47 col1\" >imd2020scot_housing</td>\n",
" <td id=\"T_640b8_row47_col2\" class=\"data row47 col2\" >Scottish Index of Multiple Deprivation 2019, Housing, presented as quintiles. 1= low quality housing, 5= high quality.</td>\n",
" <td id=\"T_640b8_row47_col3\" class=\"data row47 col3\" >gov.scot</td>\n",
" <td id=\"T_640b8_row47_col4\" class=\"data row47 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row48_col0\" class=\"data row48 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row48_col1\" class=\"data row48 col1\" >imd2020scot_housing</td>\n",
" <td id=\"T_640b8_row48_col2\" class=\"data row48 col2\" >Scottish Index of Multiple Deprivation 2019, Housing, presented as quintiles. 1= low quality housing, 5= high quality.</td>\n",
" <td id=\"T_640b8_row48_col3\" class=\"data row48 col3\" >gov.scot</td>\n",
" <td id=\"T_640b8_row48_col4\" class=\"data row48 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row49_col0\" class=\"data row49 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row49_col1\" class=\"data row49 col1\" >imd2020scot_housing</td>\n",
" <td id=\"T_640b8_row49_col2\" class=\"data row49 col2\" >Scottish Index of Multiple Deprivation 2019, Housing, presented as quintiles. 1= low quality housing, 5= high quality.</td>\n",
" <td id=\"T_640b8_row49_col3\" class=\"data row49 col3\" >gov.scot</td>\n",
" <td id=\"T_640b8_row49_col4\" class=\"data row49 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row50_col0\" class=\"data row50 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row50_col1\" class=\"data row50 col1\" >mpe_scot_2021</td>\n",
" <td id=\"T_640b8_row50_col2\" class=\"data row50 col2\" >Mid-year (30 June) estimates of the usual resident population for Data Zones (2011) in Scotland. 5 categories: <1200, 1200-1500, 1500-1600, 1600-1800 and >1800.</td>\n",
" <td id=\"T_640b8_row50_col3\" class=\"data row50 col3\" >National Records of Scotland</td>\n",
" <td id=\"T_640b8_row50_col4\" class=\"data row50 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row51_col0\" class=\"data row51 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row51_col1\" class=\"data row51 col1\" >ur_scot_2020</td>\n",
" <td id=\"T_640b8_row51_col2\" class=\"data row51 col2\" >Scottish Government Urban Rural Classification 2020. 1= Large Urban Areas, 2=Other Urban Areas, 3= Accessible Amall Towns, 4= Remote Small Towns, 5= Accessible Rural Areas, 6= Remote Rural Areas.</td>\n",
" <td id=\"T_640b8_row51_col3\" class=\"data row51 col3\" >gov.scot</td>\n",
" <td id=\"T_640b8_row51_col4\" class=\"data row51 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row52_col0\" class=\"data row52 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row52_col1\" class=\"data row52 col1\" >ur_scot_2020</td>\n",
" <td id=\"T_640b8_row52_col2\" class=\"data row52 col2\" >Scottish Government Urban Rural Classification 2020. 1= Large Urban Areas, 2=Other Urban Areas, 3= Accessible Amall Towns, 4= Remote Small Towns, 5= Accessible Rural Areas, 6= Remote Rural Areas.</td>\n",
" <td id=\"T_640b8_row52_col3\" class=\"data row52 col3\" >gov.scot</td>\n",
" <td id=\"T_640b8_row52_col4\" class=\"data row52 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row53_col0\" class=\"data row53 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row53_col1\" class=\"data row53 col1\" >ur_scot_2020</td>\n",
" <td id=\"T_640b8_row53_col2\" class=\"data row53 col2\" >Scottish Government Urban Rural Classification 2020. 1= Large Urban Areas, 2=Other Urban Areas, 3= Accessible Amall Towns, 4= Remote Small Towns, 5= Accessible Rural Areas, 6= Remote Rural Areas.</td>\n",
" <td id=\"T_640b8_row53_col3\" class=\"data row53 col3\" >gov.scot</td>\n",
" <td id=\"T_640b8_row53_col4\" class=\"data row53 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row54_col0\" class=\"data row54 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row54_col1\" class=\"data row54 col1\" >ur_scot_2020</td>\n",
" <td id=\"T_640b8_row54_col2\" class=\"data row54 col2\" >Scottish Government Urban Rural Classification 2020. 1= Large Urban Areas, 2=Other Urban Areas, 3= Accessible Amall Towns, 4= Remote Small Towns, 5= Accessible Rural Areas, 6= Remote Rural Areas.</td>\n",
" <td id=\"T_640b8_row54_col3\" class=\"data row54 col3\" >gov.scot</td>\n",
" <td id=\"T_640b8_row54_col4\" class=\"data row54 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row55_col0\" class=\"data row55 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row55_col1\" class=\"data row55 col1\" >ur_scot_2020</td>\n",
" <td id=\"T_640b8_row55_col2\" class=\"data row55 col2\" >Scottish Government Urban Rural Classification 2020. 1= Large Urban Areas, 2=Other Urban Areas, 3= Accessible Amall Towns, 4= Remote Small Towns, 5= Accessible Rural Areas, 6= Remote Rural Areas.</td>\n",
" <td id=\"T_640b8_row55_col3\" class=\"data row55 col3\" >gov.scot</td>\n",
" <td id=\"T_640b8_row55_col4\" class=\"data row55 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row56_col0\" class=\"data row56 col0\" >Deprivation</td>\n",
" <td id=\"T_640b8_row56_col1\" class=\"data row56 col1\" >ur_scot_2020</td>\n",
" <td id=\"T_640b8_row56_col2\" class=\"data row56 col2\" >Scottish Government Urban Rural Classification 2020. 1= Large Urban Areas, 2=Other Urban Areas, 3= Accessible Amall Towns, 4= Remote Small Towns, 5= Accessible Rural Areas, 6= Remote Rural Areas.</td>\n",
" <td id=\"T_640b8_row56_col3\" class=\"data row56 col3\" >gov.scot</td>\n",
" <td id=\"T_640b8_row56_col4\" class=\"data row56 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_640b8_row57_col0\" class=\"data row57 col0\" >UK LLC</td>\n",
" <td id=\"T_640b8_row57_col1\" class=\"data row57 col1\" >avail_from_dt</td>\n",
" <td id=\"T_640b8_row57_col2\" class=\"data row57 col2\" >None</td>\n",
" <td id=\"T_640b8_row57_col3\" class=\"data row57 col3\" >UK LLC</td>\n",
" <td id=\"T_640b8_row57_col4\" class=\"data row57 col4\" >None</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n"
],
"text/plain": [
"<pandas.io.formats.style.Styler at 0x255a3daafd0>"
]
},
"execution_count": 40,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"DS(\"imd_scotland\").variable_table()"
]
},
{
"cell_type": "code",
"execution_count": 41,
"id": "918b8cd4",
"metadata": {
"tags": [
"remove-input"
]
},
"outputs": [
{
"data": {
"text/markdown": [
"### imd_wales"
],
"text/plain": [
"<IPython.core.display.Markdown object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"display(Markdown('### imd_wales'))"
]
},
{
"cell_type": "code",
"execution_count": 42,
"id": "b1f68c86",
"metadata": {
"tags": [
"remove-input",
"hide-cell"
]
},
"outputs": [
{
"data": {
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" <thead>\n",
" <tr>\n",
" <th id=\"T_ad145_level0_col0\" class=\"col_heading level0 col0\" >Variable Group</th>\n",
" <th id=\"T_ad145_level0_col1\" class=\"col_heading level0 col1\" >Variable</th>\n",
" <th id=\"T_ad145_level0_col2\" class=\"col_heading level0 col2\" >Description</th>\n",
" <th id=\"T_ad145_level0_col3\" class=\"col_heading level0 col3\" >Source</th>\n",
" <th id=\"T_ad145_level0_col4\" class=\"col_heading level0 col4\" >Date range of data</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <td id=\"T_ad145_row0_col0\" class=\"data row0 col0\" >Geography</td>\n",
" <td id=\"T_ad145_row0_col1\" class=\"data row0 col1\" >lsoa11cd_e</td>\n",
" <td id=\"T_ad145_row0_col2\" class=\"data row0 col2\" >Lower Super Output Area code (2011)</td>\n",
" <td id=\"T_ad145_row0_col3\" class=\"data row0 col3\" >Office of National Statistics</td>\n",
" <td id=\"T_ad145_row0_col4\" class=\"data row0 col4\" >2011</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row1_col0\" class=\"data row1 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row1_col1\" class=\"data row1 col1\" >imd2019har</td>\n",
" <td id=\"T_ad145_row1_col2\" class=\"data row1 col2\" >Consumer Data Research Centre's Harmonised Index of Multiple Deprivation 2019, presented as quintiles. 1= most deprived, 5= least deprived.</td>\n",
" <td id=\"T_ad145_row1_col3\" class=\"data row1 col3\" >Geographic Data Service</td>\n",
" <td id=\"T_ad145_row1_col4\" class=\"data row1 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row2_col0\" class=\"data row2 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row2_col1\" class=\"data row2 col1\" >imd2019har</td>\n",
" <td id=\"T_ad145_row2_col2\" class=\"data row2 col2\" >Consumer Data Research Centre's Harmonised Index of Multiple Deprivation 2019, presented as quintiles. 1= most deprived, 5= least deprived.</td>\n",
" <td id=\"T_ad145_row2_col3\" class=\"data row2 col3\" >Geographic Data Service</td>\n",
" <td id=\"T_ad145_row2_col4\" class=\"data row2 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row3_col0\" class=\"data row3 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row3_col1\" class=\"data row3 col1\" >imd2019har</td>\n",
" <td id=\"T_ad145_row3_col2\" class=\"data row3 col2\" >Consumer Data Research Centre's Harmonised Index of Multiple Deprivation 2019, presented as quintiles. 1= most deprived, 5= least deprived.</td>\n",
" <td id=\"T_ad145_row3_col3\" class=\"data row3 col3\" >Geographic Data Service</td>\n",
" <td id=\"T_ad145_row3_col4\" class=\"data row3 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row4_col0\" class=\"data row4 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row4_col1\" class=\"data row4 col1\" >imd2019har</td>\n",
" <td id=\"T_ad145_row4_col2\" class=\"data row4 col2\" >Consumer Data Research Centre's Harmonised Index of Multiple Deprivation 2019, presented as quintiles. 1= most deprived, 5= least deprived.</td>\n",
" <td id=\"T_ad145_row4_col3\" class=\"data row4 col3\" >Geographic Data Service</td>\n",
" <td id=\"T_ad145_row4_col4\" class=\"data row4 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row5_col0\" class=\"data row5 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row5_col1\" class=\"data row5 col1\" >imd2019har</td>\n",
" <td id=\"T_ad145_row5_col2\" class=\"data row5 col2\" >Consumer Data Research Centre's Harmonised Index of Multiple Deprivation 2019, presented as quintiles. 1= most deprived, 5= least deprived.</td>\n",
" <td id=\"T_ad145_row5_col3\" class=\"data row5 col3\" >Geographic Data Service</td>\n",
" <td id=\"T_ad145_row5_col4\" class=\"data row5 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row6_col0\" class=\"data row6 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row6_col1\" class=\"data row6 col1\" >ur_eng_wal_2011</td>\n",
" <td id=\"T_ad145_row6_col2\" class=\"data row6 col2\" >2011 Rural Urban Classification for England. 1= Urban major conurbation, 2= Urban minor conurbation, 3= Urban city and town, 4= Rural town and fringe, 5= Rural village and dispersed.</td>\n",
" <td id=\"T_ad145_row6_col3\" class=\"data row6 col3\" >gov.uk</td>\n",
" <td id=\"T_ad145_row6_col4\" class=\"data row6 col4\" >2011</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row7_col0\" class=\"data row7 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row7_col1\" class=\"data row7 col1\" >ur_eng_wal_2011</td>\n",
" <td id=\"T_ad145_row7_col2\" class=\"data row7 col2\" >2011 Rural Urban Classification for England. 1= Urban major conurbation, 2= Urban minor conurbation, 3= Urban city and town, 4= Rural town and fringe, 5= Rural village and dispersed.</td>\n",
" <td id=\"T_ad145_row7_col3\" class=\"data row7 col3\" >gov.uk</td>\n",
" <td id=\"T_ad145_row7_col4\" class=\"data row7 col4\" >2011</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row8_col0\" class=\"data row8 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row8_col1\" class=\"data row8 col1\" >ur_eng_wal_2011</td>\n",
" <td id=\"T_ad145_row8_col2\" class=\"data row8 col2\" >2011 Rural Urban Classification for England. 1= Urban major conurbation, 2= Urban minor conurbation, 3= Urban city and town, 4= Rural town and fringe, 5= Rural village and dispersed.</td>\n",
" <td id=\"T_ad145_row8_col3\" class=\"data row8 col3\" >gov.uk</td>\n",
" <td id=\"T_ad145_row8_col4\" class=\"data row8 col4\" >2011</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row9_col0\" class=\"data row9 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row9_col1\" class=\"data row9 col1\" >ur_eng_wal_2011</td>\n",
" <td id=\"T_ad145_row9_col2\" class=\"data row9 col2\" >2011 Rural Urban Classification for England. 1= Urban major conurbation, 2= Urban minor conurbation, 3= Urban city and town, 4= Rural town and fringe, 5= Rural village and dispersed.</td>\n",
" <td id=\"T_ad145_row9_col3\" class=\"data row9 col3\" >gov.uk</td>\n",
" <td id=\"T_ad145_row9_col4\" class=\"data row9 col4\" >2011</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row10_col0\" class=\"data row10 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row10_col1\" class=\"data row10 col1\" >ur_eng_wal_2011</td>\n",
" <td id=\"T_ad145_row10_col2\" class=\"data row10 col2\" >2011 Rural Urban Classification for England. 1= Urban major conurbation, 2= Urban minor conurbation, 3= Urban city and town, 4= Rural town and fringe, 5= Rural village and dispersed.</td>\n",
" <td id=\"T_ad145_row10_col3\" class=\"data row10 col3\" >gov.uk</td>\n",
" <td id=\"T_ad145_row10_col4\" class=\"data row10 col4\" >2011</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row11_col0\" class=\"data row11 col0\" >Geography</td>\n",
" <td id=\"T_ad145_row11_col1\" class=\"data row11 col1\" >country</td>\n",
" <td id=\"T_ad145_row11_col2\" class=\"data row11 col2\" >Country within the United Kingdom</td>\n",
" <td id=\"T_ad145_row11_col3\" class=\"data row11 col3\" >Office of National Statistics</td>\n",
" <td id=\"T_ad145_row11_col4\" class=\"data row11 col4\" >2011</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row12_col0\" class=\"data row12 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row12_col1\" class=\"data row12 col1\" >ur_harm_2021</td>\n",
" <td id=\"T_ad145_row12_col2\" class=\"data row12 col2\" >2021 UK Composite Rural Urban Classification. 1= Urban, 2= Rural, 3= More Rural.</td>\n",
" <td id=\"T_ad145_row12_col3\" class=\"data row12 col3\" >My Society</td>\n",
" <td id=\"T_ad145_row12_col4\" class=\"data row12 col4\" >2021</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row13_col0\" class=\"data row13 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row13_col1\" class=\"data row13 col1\" >ur_harm_2021</td>\n",
" <td id=\"T_ad145_row13_col2\" class=\"data row13 col2\" >2021 UK Composite Rural Urban Classification. 1= Urban, 2= Rural, 3= More Rural.</td>\n",
" <td id=\"T_ad145_row13_col3\" class=\"data row13 col3\" >My Society</td>\n",
" <td id=\"T_ad145_row13_col4\" class=\"data row13 col4\" >2021</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row14_col0\" class=\"data row14 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row14_col1\" class=\"data row14 col1\" >ur_harm_2021</td>\n",
" <td id=\"T_ad145_row14_col2\" class=\"data row14 col2\" >2021 UK Composite Rural Urban Classification. 1= Urban, 2= Rural, 3= More Rural.</td>\n",
" <td id=\"T_ad145_row14_col3\" class=\"data row14 col3\" >My Society</td>\n",
" <td id=\"T_ad145_row14_col4\" class=\"data row14 col4\" >2021</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row15_col0\" class=\"data row15 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row15_col1\" class=\"data row15 col1\" >imd2019wal</td>\n",
" <td id=\"T_ad145_row15_col2\" class=\"data row15 col2\" >Welsh Index of Multiple Deprivation 2019, presented as quintiles. 1= most deprived, 5= least deprived.</td>\n",
" <td id=\"T_ad145_row15_col3\" class=\"data row15 col3\" >gov.wales</td>\n",
" <td id=\"T_ad145_row15_col4\" class=\"data row15 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row16_col0\" class=\"data row16 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row16_col1\" class=\"data row16 col1\" >imd2019wal</td>\n",
" <td id=\"T_ad145_row16_col2\" class=\"data row16 col2\" >Welsh Index of Multiple Deprivation 2019, presented as quintiles. 1= most deprived, 5= least deprived.</td>\n",
" <td id=\"T_ad145_row16_col3\" class=\"data row16 col3\" >gov.wales</td>\n",
" <td id=\"T_ad145_row16_col4\" class=\"data row16 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row17_col0\" class=\"data row17 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row17_col1\" class=\"data row17 col1\" >imd2019wal</td>\n",
" <td id=\"T_ad145_row17_col2\" class=\"data row17 col2\" >Welsh Index of Multiple Deprivation 2019, presented as quintiles. 1= most deprived, 5= least deprived.</td>\n",
" <td id=\"T_ad145_row17_col3\" class=\"data row17 col3\" >gov.wales</td>\n",
" <td id=\"T_ad145_row17_col4\" class=\"data row17 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row18_col0\" class=\"data row18 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row18_col1\" class=\"data row18 col1\" >imd2019wal</td>\n",
" <td id=\"T_ad145_row18_col2\" class=\"data row18 col2\" >Welsh Index of Multiple Deprivation 2019, presented as quintiles. 1= most deprived, 5= least deprived.</td>\n",
" <td id=\"T_ad145_row18_col3\" class=\"data row18 col3\" >gov.wales</td>\n",
" <td id=\"T_ad145_row18_col4\" class=\"data row18 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row19_col0\" class=\"data row19 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row19_col1\" class=\"data row19 col1\" >imd2019wal</td>\n",
" <td id=\"T_ad145_row19_col2\" class=\"data row19 col2\" >Welsh Index of Multiple Deprivation 2019, presented as quintiles. 1= most deprived, 5= least deprived.</td>\n",
" <td id=\"T_ad145_row19_col3\" class=\"data row19 col3\" >gov.wales</td>\n",
" <td id=\"T_ad145_row19_col4\" class=\"data row19 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row20_col0\" class=\"data row20 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row20_col1\" class=\"data row20 col1\" >imd2019wal_income</td>\n",
" <td id=\"T_ad145_row20_col2\" class=\"data row20 col2\" >Welsh Index of Multiple Deprivation 2019, Income, presented as quintiles. 1= lowest income, 5= highest income.</td>\n",
" <td id=\"T_ad145_row20_col3\" class=\"data row20 col3\" >gov.wales</td>\n",
" <td id=\"T_ad145_row20_col4\" class=\"data row20 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row21_col0\" class=\"data row21 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row21_col1\" class=\"data row21 col1\" >imd2019wal_income</td>\n",
" <td id=\"T_ad145_row21_col2\" class=\"data row21 col2\" >Welsh Index of Multiple Deprivation 2019, Income, presented as quintiles. 1= lowest income, 5= highest income.</td>\n",
" <td id=\"T_ad145_row21_col3\" class=\"data row21 col3\" >gov.wales</td>\n",
" <td id=\"T_ad145_row21_col4\" class=\"data row21 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row22_col0\" class=\"data row22 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row22_col1\" class=\"data row22 col1\" >imd2019wal_income</td>\n",
" <td id=\"T_ad145_row22_col2\" class=\"data row22 col2\" >Welsh Index of Multiple Deprivation 2019, Income, presented as quintiles. 1= lowest income, 5= highest income.</td>\n",
" <td id=\"T_ad145_row22_col3\" class=\"data row22 col3\" >gov.wales</td>\n",
" <td id=\"T_ad145_row22_col4\" class=\"data row22 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row23_col0\" class=\"data row23 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row23_col1\" class=\"data row23 col1\" >imd2019wal_income</td>\n",
" <td id=\"T_ad145_row23_col2\" class=\"data row23 col2\" >Welsh Index of Multiple Deprivation 2019, Income, presented as quintiles. 1= lowest income, 5= highest income.</td>\n",
" <td id=\"T_ad145_row23_col3\" class=\"data row23 col3\" >gov.wales</td>\n",
" <td id=\"T_ad145_row23_col4\" class=\"data row23 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row24_col0\" class=\"data row24 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row24_col1\" class=\"data row24 col1\" >imd2019wal_income</td>\n",
" <td id=\"T_ad145_row24_col2\" class=\"data row24 col2\" >Welsh Index of Multiple Deprivation 2019, Income, presented as quintiles. 1= lowest income, 5= highest income.</td>\n",
" <td id=\"T_ad145_row24_col3\" class=\"data row24 col3\" >gov.wales</td>\n",
" <td id=\"T_ad145_row24_col4\" class=\"data row24 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row25_col0\" class=\"data row25 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row25_col1\" class=\"data row25 col1\" >imd2019wal_employment</td>\n",
" <td id=\"T_ad145_row25_col2\" class=\"data row25 col2\" >Welsh Index of Multiple Deprivation 2019, Employment, presented as quintiles. 1= highest unemployment, 5= lowest unemployment.</td>\n",
" <td id=\"T_ad145_row25_col3\" class=\"data row25 col3\" >gov.wales</td>\n",
" <td id=\"T_ad145_row25_col4\" class=\"data row25 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row26_col0\" class=\"data row26 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row26_col1\" class=\"data row26 col1\" >imd2019wal_employment</td>\n",
" <td id=\"T_ad145_row26_col2\" class=\"data row26 col2\" >Welsh Index of Multiple Deprivation 2019, Employment, presented as quintiles. 1= highest unemployment, 5= lowest unemployment.</td>\n",
" <td id=\"T_ad145_row26_col3\" class=\"data row26 col3\" >gov.wales</td>\n",
" <td id=\"T_ad145_row26_col4\" class=\"data row26 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row27_col0\" class=\"data row27 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row27_col1\" class=\"data row27 col1\" >imd2019wal_employment</td>\n",
" <td id=\"T_ad145_row27_col2\" class=\"data row27 col2\" >Welsh Index of Multiple Deprivation 2019, Employment, presented as quintiles. 1= highest unemployment, 5= lowest unemployment.</td>\n",
" <td id=\"T_ad145_row27_col3\" class=\"data row27 col3\" >gov.wales</td>\n",
" <td id=\"T_ad145_row27_col4\" class=\"data row27 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row28_col0\" class=\"data row28 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row28_col1\" class=\"data row28 col1\" >imd2019wal_employment</td>\n",
" <td id=\"T_ad145_row28_col2\" class=\"data row28 col2\" >Welsh Index of Multiple Deprivation 2019, Employment, presented as quintiles. 1= highest unemployment, 5= lowest unemployment.</td>\n",
" <td id=\"T_ad145_row28_col3\" class=\"data row28 col3\" >gov.wales</td>\n",
" <td id=\"T_ad145_row28_col4\" class=\"data row28 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row29_col0\" class=\"data row29 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row29_col1\" class=\"data row29 col1\" >imd2019wal_employment</td>\n",
" <td id=\"T_ad145_row29_col2\" class=\"data row29 col2\" >Welsh Index of Multiple Deprivation 2019, Employment, presented as quintiles. 1= highest unemployment, 5= lowest unemployment.</td>\n",
" <td id=\"T_ad145_row29_col3\" class=\"data row29 col3\" >gov.wales</td>\n",
" <td id=\"T_ad145_row29_col4\" class=\"data row29 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row30_col0\" class=\"data row30 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row30_col1\" class=\"data row30 col1\" >imd2019wal_education</td>\n",
" <td id=\"T_ad145_row30_col2\" class=\"data row30 col2\" >Welsh Index of Multiple Deprivation 2019, Education, presented as quintiles. 1= lowest education, 5= highest education.</td>\n",
" <td id=\"T_ad145_row30_col3\" class=\"data row30 col3\" >gov.wales</td>\n",
" <td id=\"T_ad145_row30_col4\" class=\"data row30 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row31_col0\" class=\"data row31 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row31_col1\" class=\"data row31 col1\" >imd2019wal_education</td>\n",
" <td id=\"T_ad145_row31_col2\" class=\"data row31 col2\" >Welsh Index of Multiple Deprivation 2019, Education, presented as quintiles. 1= lowest education, 5= highest education.</td>\n",
" <td id=\"T_ad145_row31_col3\" class=\"data row31 col3\" >gov.wales</td>\n",
" <td id=\"T_ad145_row31_col4\" class=\"data row31 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row32_col0\" class=\"data row32 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row32_col1\" class=\"data row32 col1\" >imd2019wal_education</td>\n",
" <td id=\"T_ad145_row32_col2\" class=\"data row32 col2\" >Welsh Index of Multiple Deprivation 2019, Education, presented as quintiles. 1= lowest education, 5= highest education.</td>\n",
" <td id=\"T_ad145_row32_col3\" class=\"data row32 col3\" >gov.wales</td>\n",
" <td id=\"T_ad145_row32_col4\" class=\"data row32 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row33_col0\" class=\"data row33 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row33_col1\" class=\"data row33 col1\" >imd2019wal_education</td>\n",
" <td id=\"T_ad145_row33_col2\" class=\"data row33 col2\" >Welsh Index of Multiple Deprivation 2019, Education, presented as quintiles. 1= lowest education, 5= highest education.</td>\n",
" <td id=\"T_ad145_row33_col3\" class=\"data row33 col3\" >gov.wales</td>\n",
" <td id=\"T_ad145_row33_col4\" class=\"data row33 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row34_col0\" class=\"data row34 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row34_col1\" class=\"data row34 col1\" >imd2019wal_education</td>\n",
" <td id=\"T_ad145_row34_col2\" class=\"data row34 col2\" >Welsh Index of Multiple Deprivation 2019, Education, presented as quintiles. 1= lowest education, 5= highest education.</td>\n",
" <td id=\"T_ad145_row34_col3\" class=\"data row34 col3\" >gov.wales</td>\n",
" <td id=\"T_ad145_row34_col4\" class=\"data row34 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row35_col0\" class=\"data row35 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row35_col1\" class=\"data row35 col1\" >imd2019wal_health</td>\n",
" <td id=\"T_ad145_row35_col2\" class=\"data row35 col2\" >Welsh Index of Multiple Deprivation 2019, Health, presented as quintiles. 1= high health deprivation, 5= low health deprivation.</td>\n",
" <td id=\"T_ad145_row35_col3\" class=\"data row35 col3\" >gov.wales</td>\n",
" <td id=\"T_ad145_row35_col4\" class=\"data row35 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row36_col0\" class=\"data row36 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row36_col1\" class=\"data row36 col1\" >imd2019wal_health</td>\n",
" <td id=\"T_ad145_row36_col2\" class=\"data row36 col2\" >Welsh Index of Multiple Deprivation 2019, Health, presented as quintiles. 1= high health deprivation, 5= low health deprivation.</td>\n",
" <td id=\"T_ad145_row36_col3\" class=\"data row36 col3\" >gov.wales</td>\n",
" <td id=\"T_ad145_row36_col4\" class=\"data row36 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row37_col0\" class=\"data row37 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row37_col1\" class=\"data row37 col1\" >imd2019wal_health</td>\n",
" <td id=\"T_ad145_row37_col2\" class=\"data row37 col2\" >Welsh Index of Multiple Deprivation 2019, Health, presented as quintiles. 1= high health deprivation, 5= low health deprivation.</td>\n",
" <td id=\"T_ad145_row37_col3\" class=\"data row37 col3\" >gov.wales</td>\n",
" <td id=\"T_ad145_row37_col4\" class=\"data row37 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row38_col0\" class=\"data row38 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row38_col1\" class=\"data row38 col1\" >imd2019wal_health</td>\n",
" <td id=\"T_ad145_row38_col2\" class=\"data row38 col2\" >Welsh Index of Multiple Deprivation 2019, Health, presented as quintiles. 1= high health deprivation, 5= low health deprivation.</td>\n",
" <td id=\"T_ad145_row38_col3\" class=\"data row38 col3\" >gov.wales</td>\n",
" <td id=\"T_ad145_row38_col4\" class=\"data row38 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row39_col0\" class=\"data row39 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row39_col1\" class=\"data row39 col1\" >imd2019wal_health</td>\n",
" <td id=\"T_ad145_row39_col2\" class=\"data row39 col2\" >Welsh Index of Multiple Deprivation 2019, Health, presented as quintiles. 1= high health deprivation, 5= low health deprivation.</td>\n",
" <td id=\"T_ad145_row39_col3\" class=\"data row39 col3\" >gov.wales</td>\n",
" <td id=\"T_ad145_row39_col4\" class=\"data row39 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row40_col0\" class=\"data row40 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row40_col1\" class=\"data row40 col1\" >imd2019wal_safety</td>\n",
" <td id=\"T_ad145_row40_col2\" class=\"data row40 col2\" >Welsh Index of Multiple Deprivation 2019, Community Safety, presented as quintiles. 1= low community safety, 5= high community safety.</td>\n",
" <td id=\"T_ad145_row40_col3\" class=\"data row40 col3\" >gov.wales</td>\n",
" <td id=\"T_ad145_row40_col4\" class=\"data row40 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row41_col0\" class=\"data row41 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row41_col1\" class=\"data row41 col1\" >imd2019wal_safety</td>\n",
" <td id=\"T_ad145_row41_col2\" class=\"data row41 col2\" >Welsh Index of Multiple Deprivation 2019, Community Safety, presented as quintiles. 1= low community safety, 5= high community safety.</td>\n",
" <td id=\"T_ad145_row41_col3\" class=\"data row41 col3\" >gov.wales</td>\n",
" <td id=\"T_ad145_row41_col4\" class=\"data row41 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row42_col0\" class=\"data row42 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row42_col1\" class=\"data row42 col1\" >imd2019wal_safety</td>\n",
" <td id=\"T_ad145_row42_col2\" class=\"data row42 col2\" >Welsh Index of Multiple Deprivation 2019, Community Safety, presented as quintiles. 1= low community safety, 5= high community safety.</td>\n",
" <td id=\"T_ad145_row42_col3\" class=\"data row42 col3\" >gov.wales</td>\n",
" <td id=\"T_ad145_row42_col4\" class=\"data row42 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row43_col0\" class=\"data row43 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row43_col1\" class=\"data row43 col1\" >imd2019wal_safety</td>\n",
" <td id=\"T_ad145_row43_col2\" class=\"data row43 col2\" >Welsh Index of Multiple Deprivation 2019, Community Safety, presented as quintiles. 1= low community safety, 5= high community safety.</td>\n",
" <td id=\"T_ad145_row43_col3\" class=\"data row43 col3\" >gov.wales</td>\n",
" <td id=\"T_ad145_row43_col4\" class=\"data row43 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row44_col0\" class=\"data row44 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row44_col1\" class=\"data row44 col1\" >imd2019wal_safety</td>\n",
" <td id=\"T_ad145_row44_col2\" class=\"data row44 col2\" >Welsh Index of Multiple Deprivation 2019, Community Safety, presented as quintiles. 1= low community safety, 5= high community safety.</td>\n",
" <td id=\"T_ad145_row44_col3\" class=\"data row44 col3\" >gov.wales</td>\n",
" <td id=\"T_ad145_row44_col4\" class=\"data row44 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row45_col0\" class=\"data row45 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row45_col1\" class=\"data row45 col1\" >imd2019wal_services</td>\n",
" <td id=\"T_ad145_row45_col2\" class=\"data row45 col2\" >Welsh Index of Multiple Deprivation 2019, Access to Services, presented as quintiles. 1= Strong access, 5= Weak access.</td>\n",
" <td id=\"T_ad145_row45_col3\" class=\"data row45 col3\" >gov.wales</td>\n",
" <td id=\"T_ad145_row45_col4\" class=\"data row45 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row46_col0\" class=\"data row46 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row46_col1\" class=\"data row46 col1\" >imd2019wal_services</td>\n",
" <td id=\"T_ad145_row46_col2\" class=\"data row46 col2\" >Welsh Index of Multiple Deprivation 2019, Access to Services, presented as quintiles. 1= Strong access, 5= Weak access.</td>\n",
" <td id=\"T_ad145_row46_col3\" class=\"data row46 col3\" >gov.wales</td>\n",
" <td id=\"T_ad145_row46_col4\" class=\"data row46 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row47_col0\" class=\"data row47 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row47_col1\" class=\"data row47 col1\" >imd2019wal_services</td>\n",
" <td id=\"T_ad145_row47_col2\" class=\"data row47 col2\" >Welsh Index of Multiple Deprivation 2019, Access to Services, presented as quintiles. 1= Strong access, 5= Weak access.</td>\n",
" <td id=\"T_ad145_row47_col3\" class=\"data row47 col3\" >gov.wales</td>\n",
" <td id=\"T_ad145_row47_col4\" class=\"data row47 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row48_col0\" class=\"data row48 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row48_col1\" class=\"data row48 col1\" >imd2019wal_services</td>\n",
" <td id=\"T_ad145_row48_col2\" class=\"data row48 col2\" >Welsh Index of Multiple Deprivation 2019, Access to Services, presented as quintiles. 1= Strong access, 5= Weak access.</td>\n",
" <td id=\"T_ad145_row48_col3\" class=\"data row48 col3\" >gov.wales</td>\n",
" <td id=\"T_ad145_row48_col4\" class=\"data row48 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row49_col0\" class=\"data row49 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row49_col1\" class=\"data row49 col1\" >imd2019wal_services</td>\n",
" <td id=\"T_ad145_row49_col2\" class=\"data row49 col2\" >Welsh Index of Multiple Deprivation 2019, Access to Services, presented as quintiles. 1= Strong access, 5= Weak access.</td>\n",
" <td id=\"T_ad145_row49_col3\" class=\"data row49 col3\" >gov.wales</td>\n",
" <td id=\"T_ad145_row49_col4\" class=\"data row49 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row50_col0\" class=\"data row50 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row50_col1\" class=\"data row50 col1\" >imd2019wal_environment</td>\n",
" <td id=\"T_ad145_row50_col2\" class=\"data row50 col2\" >Welsh Index of Multiple Deprivation 2019, Physical Environment, presented as quintiles. 1= low quality environment, 5= high quality environment.</td>\n",
" <td id=\"T_ad145_row50_col3\" class=\"data row50 col3\" >gov.wales</td>\n",
" <td id=\"T_ad145_row50_col4\" class=\"data row50 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row51_col0\" class=\"data row51 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row51_col1\" class=\"data row51 col1\" >imd2019wal_environment</td>\n",
" <td id=\"T_ad145_row51_col2\" class=\"data row51 col2\" >Welsh Index of Multiple Deprivation 2019, Physical Environment, presented as quintiles. 1= low quality environment, 5= high quality environment.</td>\n",
" <td id=\"T_ad145_row51_col3\" class=\"data row51 col3\" >gov.wales</td>\n",
" <td id=\"T_ad145_row51_col4\" class=\"data row51 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row52_col0\" class=\"data row52 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row52_col1\" class=\"data row52 col1\" >imd2019wal_environment</td>\n",
" <td id=\"T_ad145_row52_col2\" class=\"data row52 col2\" >Welsh Index of Multiple Deprivation 2019, Physical Environment, presented as quintiles. 1= low quality environment, 5= high quality environment.</td>\n",
" <td id=\"T_ad145_row52_col3\" class=\"data row52 col3\" >gov.wales</td>\n",
" <td id=\"T_ad145_row52_col4\" class=\"data row52 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row53_col0\" class=\"data row53 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row53_col1\" class=\"data row53 col1\" >imd2019wal_environment</td>\n",
" <td id=\"T_ad145_row53_col2\" class=\"data row53 col2\" >Welsh Index of Multiple Deprivation 2019, Physical Environment, presented as quintiles. 1= low quality environment, 5= high quality environment.</td>\n",
" <td id=\"T_ad145_row53_col3\" class=\"data row53 col3\" >gov.wales</td>\n",
" <td id=\"T_ad145_row53_col4\" class=\"data row53 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row54_col0\" class=\"data row54 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row54_col1\" class=\"data row54 col1\" >imd2019wal_environment</td>\n",
" <td id=\"T_ad145_row54_col2\" class=\"data row54 col2\" >Welsh Index of Multiple Deprivation 2019, Physical Environment, presented as quintiles. 1= low quality environment, 5= high quality environment.</td>\n",
" <td id=\"T_ad145_row54_col3\" class=\"data row54 col3\" >gov.wales</td>\n",
" <td id=\"T_ad145_row54_col4\" class=\"data row54 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row55_col0\" class=\"data row55 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row55_col1\" class=\"data row55 col1\" >imd2019wal_housing</td>\n",
" <td id=\"T_ad145_row55_col2\" class=\"data row55 col2\" >Welsh Index of Multiple Deprivation 2019, Housing, presented as quintiles. 1= low quality housing, 5= high quality.</td>\n",
" <td id=\"T_ad145_row55_col3\" class=\"data row55 col3\" >gov.wales</td>\n",
" <td id=\"T_ad145_row55_col4\" class=\"data row55 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row56_col0\" class=\"data row56 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row56_col1\" class=\"data row56 col1\" >imd2019wal_housing</td>\n",
" <td id=\"T_ad145_row56_col2\" class=\"data row56 col2\" >Welsh Index of Multiple Deprivation 2019, Housing, presented as quintiles. 1= low quality housing, 5= high quality.</td>\n",
" <td id=\"T_ad145_row56_col3\" class=\"data row56 col3\" >gov.wales</td>\n",
" <td id=\"T_ad145_row56_col4\" class=\"data row56 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row57_col0\" class=\"data row57 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row57_col1\" class=\"data row57 col1\" >imd2019wal_housing</td>\n",
" <td id=\"T_ad145_row57_col2\" class=\"data row57 col2\" >Welsh Index of Multiple Deprivation 2019, Housing, presented as quintiles. 1= low quality housing, 5= high quality.</td>\n",
" <td id=\"T_ad145_row57_col3\" class=\"data row57 col3\" >gov.wales</td>\n",
" <td id=\"T_ad145_row57_col4\" class=\"data row57 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row58_col0\" class=\"data row58 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row58_col1\" class=\"data row58 col1\" >imd2019wal_housing</td>\n",
" <td id=\"T_ad145_row58_col2\" class=\"data row58 col2\" >Welsh Index of Multiple Deprivation 2019, Housing, presented as quintiles. 1= low quality housing, 5= high quality.</td>\n",
" <td id=\"T_ad145_row58_col3\" class=\"data row58 col3\" >gov.wales</td>\n",
" <td id=\"T_ad145_row58_col4\" class=\"data row58 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row59_col0\" class=\"data row59 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row59_col1\" class=\"data row59 col1\" >imd2019wal_housing</td>\n",
" <td id=\"T_ad145_row59_col2\" class=\"data row59 col2\" >Welsh Index of Multiple Deprivation 2019, Housing, presented as quintiles. 1= low quality housing, 5= high quality.</td>\n",
" <td id=\"T_ad145_row59_col3\" class=\"data row59 col3\" >gov.wales</td>\n",
" <td id=\"T_ad145_row59_col4\" class=\"data row59 col4\" >2019</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row60_col0\" class=\"data row60 col0\" >Deprivation</td>\n",
" <td id=\"T_ad145_row60_col1\" class=\"data row60 col1\" >mpe_wal_2020</td>\n",
" <td id=\"T_ad145_row60_col2\" class=\"data row60 col2\" >Mid-year (30 June) estimates of the usual resident population for Lower layer Super Output Areas (LSOAs) in England and Wales. 5 categories: <1200, 1200-1500, 1500-1600, 1600-1800 and >1800.</td>\n",
" <td id=\"T_ad145_row60_col3\" class=\"data row60 col3\" >Office of National Statistics</td>\n",
" <td id=\"T_ad145_row60_col4\" class=\"data row60 col4\" >2020</td>\n",
" </tr>\n",
" <tr>\n",
" <td id=\"T_ad145_row61_col0\" class=\"data row61 col0\" >UK LLC</td>\n",
" <td id=\"T_ad145_row61_col1\" class=\"data row61 col1\" >avail_from_dt</td>\n",
" <td id=\"T_ad145_row61_col2\" class=\"data row61 col2\" >None</td>\n",
" <td id=\"T_ad145_row61_col3\" class=\"data row61 col3\" >UK LLC</td>\n",
" <td id=\"T_ad145_row61_col4\" class=\"data row61 col4\" >None</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n"
],
"text/plain": [
"<pandas.io.formats.style.Styler at 0x255a3dab890>"
]
},
"execution_count": 42,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"DS(\"imd_wales\").variable_table()"
]
},
{
"cell_type": "markdown",
"id": "4705ea18",
"metadata": {},
"source": [
"## 3. Metrics"
]
},
{
"cell_type": "code",
"execution_count": 43,
"id": "66756281",
"metadata": {
"tags": [
"remove-input"
]
},
"outputs": [
{
"data": {
"text/markdown": [
"TBC"
],
"text/plain": [
"<IPython.core.display.Markdown object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"display(Markdown('TBC'))"
]
},
{
"cell_type": "markdown",
"id": "992091a7",
"metadata": {},
"source": [
"## 4. Version History"
]
},
{
"cell_type": "code",
"execution_count": 44,
"id": "69571d0d",
"metadata": {
"tags": [
"remove-input"
]
},
"outputs": [
{
"data": {
"text/markdown": [
"TBC"
],
"text/plain": [
"<IPython.core.display.Markdown object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"display(Markdown('TBC'))"
]
},
{
"cell_type": "markdown",
"id": "0acfb062",
"metadata": {},
"source": [
"## 5. Documentation"
]
},
{
"cell_type": "code",
"execution_count": 45,
"id": "b5a900e4",
"metadata": {
"tags": [
"remove-input"
]
},
"outputs": [
{
"data": {
"text/markdown": [
"We are currently building a documentation storage system which will host useful documents related to datasets and data owners. We will surface these documents on Guidebook."
],
"text/plain": [
"<IPython.core.display.Markdown object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"DS(\"imd_england\").documentation()"
]
},
{
"cell_type": "markdown",
"id": "1cf8b659",
"metadata": {},
"source": [
"## 5. Useful Syntax"
]
},
{
"cell_type": "code",
"execution_count": 46,
"id": "c1392740",
"metadata": {
"tags": [
"remove-input"
]
},
"outputs": [
{
"data": {
"text/markdown": [
"Below we will include syntax that may be helpful to other researchers in the UK LLC TRE. For longer scripts, we will include a snippet of the code plus a link to the [UK LLC GitHub](https://github.com/UKLLC) repository where you can find the full scripts."
],
"text/plain": [
"<IPython.core.display.Markdown object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"DS(\"imd_england\").useful_syntax()"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "jupbook",
"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": "3.13.2"
},
"mystnb": {
"code_prompt_hide": "Hide Information",
"code_prompt_show": "Show Information"
}
},
"nbformat": 4,
"nbformat_minor": 5
}