portal_id,key,harvest_id,title,description,landing_page,publisher,licence,issued,modified,keywords,themes,uri,identifier data.london.gov.uk,2koz8,11,Curio Canopy - London Tree Canopy Cover,"A high resolution map of tree canopy cover for Greater London was produced from aerial imagery using machine learning techniques. The map was produced by Breadboard Labs in collaboration with the Greater London Authority as part of a Breadboard Lab’s European Space Agency funded project, Curio Canopy . The algorithms and machine learning based techniques used to produce the canopy map were developed using Google Earth Engine which was also leveraged to perform the processing needed to create a pan-London high resolution (25 cm per pixel) tree canopy data. Full details of the methodology are documented here. Final canopy layers have been made available to download below in a geospatial format (KML). The pan-London high resolution canopy layer has also been aggregated to: hexagon grid, Lower Super Output Area (LSOA), Ward (2014) and London Borough geographies.",https://data.london.gov.uk/dataset/curio-canopy-london-tree-canopy-cover-2koz8,Breadboard Labs,https://creativecommons.org/licenses/by-sa/4.0/,2018-11-13T09:49:47.000Z,2020-03-12T11:08:42.000Z,[],"[""Environment""]",,2koz8 data.london.gov.uk,2n88x,11,Rough sleeping in London (CHAIN reports),"Information These published reports present information from the multi-agency database Combined Homelessness and Information Network (CHAIN), about people seen rough sleeping by outreach teams in London. CHAIN, which is commissioned and funded by the Greater London Authority (GLA) and managed by Homeless Link, represents one of the UK’s most detailed and comprehensive sources of information about rough sleeping. Services that record information on CHAIN include outreach teams, assessment centres, accommodation projects, day centres and other specialist projects. The system allows users to share information about work done with people sleeping rough and about their needs, ensuring that they receive the most appropriate support and that efforts are not duplicated. In these reports, people are counted as having been seen rough sleeping if they have been encountered by a commissioned outreach worker bedded down on the street, or in other open spaces or locations not designed for habitation, such as doorways, stairwells, parks or derelict buildings. The report does not include people from “hidden homeless” groups such as those “sofa surfing” or living in squats, unless they have also been seen bedded down in one of the settings outlined above. Separate reports are produced for London as a whole and for individual boroughs, and these are published each quarter. There are also annual reports that contain aggregated information for each full year. Interactive Visualisation Tool Quarterly Data Tool Annual Data Tool A suite of online interactive charts and maps based on CHAIN data is available by clicking the above links. The data available via these tools mirrors that presented in the published PDF documents, with the addition of filters and other enhancements to allow users to interrogate the data. The Quarterly Data Tool shows data from the last eight quarters, and the Annual Data Tool shows data from the last five years. Organisations Using CHAIN A list of the organisations which have signed the CHAIN Data Protection Agreement and are able to access the live CHAIN system is also available to download. PDF Reports & Data tables As of January 2024, published CHAIN PDF reports are accompanied by an OpenDocument Spreadsheet file providing the underlying data in an accessible aggregated tabular format. The file includes data at local authority level, and for London overall, including comparative data for previous periods. There is also an accompanying explanatory notes document, which provides important contextual information about the data. Please click the links below to download a zip file containing the PDF reports and OpenDocument Spreadsheet for the corresponding timeframe. Publication Schedule Reports are published 1 month after the end of each quarter and one quarter after the end of each year. The linked document below provides details of forthcoming publications Quarterly and Annual Report Schedule 2026/27 2026/27 Q2 Greater London Q2 26-27 report Borough reports Q2 26-27 Quarterly Data Tables Q2 26-27 Q1 Greater London Q1 26-27 report Borough reports Q1 26-27 Quarterly Data Tables Q1 26-27 2025/26 Greater London Bulletin Greater London full report Borough Annual Reports Annual Data Tables Quarterly Reports and Data Tables 2024/25 Greater London Bulletin Greater London full report Borough Annual Reports Annual Data Tables Quarterly Reports and Data Tables 2023/24 Greater London Bulletin Greater London full report Borough Annual Reports Annual Data Tables Quarterly Reports and Data Tables 2022/23 Greater London bulletin Greater London full report Borough Annual Reports Quarterly Reports 2021/22 Greater London bulletin Greater London full report Borough Annual Reports Quarterly Reports 2020/21 Greater London bulletin Greater London full report Borough Annual Reports Quarterly Reports 2019/20 Greater London bulletin Greater London full report Borough Annual Reports Quarterly Reports 2018/19 Greater London bulletin Greater London full report Borough Annual Reports Quarterly Reports 2017/18 Greater London bulletin Greater London full report Borough Annual Reports Quarterly Reports 2016/17 Greater London bulletin Greater London full report Borough Annual Reports Quarterly Reports 2015/16 Greater London bulletin Greater London full report Borough Annual Reports Quarterly Reports 2014/15 Greater London bulletin Greater London full report Borough Annual Reports Quarterly Reports Pre-2014/15 For earlier reports please see the end of this page. This dataset is one of the Greater London Authority's measures of Economic Fairness. Click here to find out more.",https://data.london.gov.uk/dataset/rough-sleeping-in-london-chain-reports-2n88x,Greater London Authority,https://creativecommons.org/licenses/by-sa/4.0/,2014-07-30T08:43:56.000Z,2026-10-30T08:46:58.581Z,"[""Homelessness"", ""Housing"", ""Rough sleeping""]","[""Housing""]",,2n88x data.london.gov.uk,vdj3o,11,Use of Force Dataset,"***This dataset is currently being rebuilt following the launch of a new Use of Force recording system within the MPS. The target for the resumption of the data provision is Autumn 2026.*** Historical figures in this dataset are subject to change each month This is due to incident forms being filled in for incidents that have happened in past months Recording of Use of Force was introduced in April 2017. As such data prior to April 2017 is not comparable. Counting Rules Each row set represents use of force by an officer on one subject. This row set is not a count of incident . Where more than one officer has used force on the same subject, this will be shown on separate rows of data. As such this will result in duplicate metadata. Further consideration needs to be taken when analysing this data to ensure correct conclusions are drawn. For example if 2 officers use force on an individual who happens to be male aged 18-34 this will be shown on 2 rows of data. Hence, if grouping the data, you would have a count of 2x males and 2x 18-34 which would be incorrect. If the same Non CED Taser tactic is used more than once in an incident it is only counted once. Where the tactic of use was CED Taser, only the use of highest severity is counted. So, if a taser was drawn and fired only the instance of it being fired will be counted. Taser Use Severity Level (highest to lowest) 1 CED (Taser) angle drive stun 2 CED (Taser) fired 3 CED (Taser) drive stun 4 CED (Taser) arced 5 CED (Taser) red-dotted 6 CED (Taser) aimed 7 CED (Taser) drawn Data includes incidents that have taken place Out of Force area. Use of Force Dataset used in the Use of Force dashboard which is available here https://www.met.police.uk/sd/stats-and-data/met/use-of-force-dashboard/ (please see dashboard for data definitions). Figures are updated and reconciled each month form the start of each FY to the latest completed month. Due to an internal IT deployment, from 27th February these datasets may be temporarily disrupted. Work is ongoing to rebuild these datasets.",https://data.london.gov.uk/dataset/use-of-force-dataset-vdj3o,Metropolitan Police Service,https://creativecommons.org/licenses/by-sa/4.0/,2017-12-08T12:12:45.000Z,2026-05-14T08:15:44.977Z,"[""CED"", ""Force"", ""Public Order"", ""Taser"", ""UoF"", ""Use of Force"", ""injury""]","[""Crime and Community Safety""]",,vdj3o