The UK English Speecon database is divided into 2 sets: 1) The first set comprises the recordings of 606 adult UK English speakers (325 males, 281 females), recorded over 4 microphone channels in 4 recording environments (office, entertainment, car, public place), and consisting of about 195 hours of audio data. 2) The second set comprises the recordings of 51 child UK English speakers (14 boys, 37 girls), recorded over 4 microphone channels in 1 recording environment (children room), and consisting of about 9 hours of audio data. This database is partitioned into 31 DVDs (first set) and 4 DVDs (second set).The speech databases made within the Speecon project were validated by SPEX, the Netherlands, to assess their compliance with the Speecon format and content specifications.Each of the four speech channels is recorded at 16 kHz, 16 bit, uncompressed unsigned integers in Intel format (lo-hi byte order). To each signal file corresponds an ASCII SAM label file which contains the relevant descriptive information.Each speaker uttered the following items (over 290 items for adults and over 210 items for children):Calibration data: 6 noise recordings The “silence word” recordingFree spontaneous items (adults only):5 minutes (session time) of free spontaneous, rich context items (story telling) (an open number of spontaneous topics out of a set of 30 topics)17 Elicited spontaneous items (adults only):3 dates, 2 times, 3 proper names, 2 city names, 1 letter sequence, 2 answers to questions, 3 telephone numbers, 1 language Read speech:30 phonetically rich sentences uttered by adults and 60 uttered by children5 phonetically rich words (adults only)4 isolated digits1 isolated digit sequence4 connected digit sequences1 telephone number3 natural numbers1 money amount2 time phrases (T1 : analogue, T2 : digital)3 dates (D1 : analogue, D2 : relative and general date, D3 : digital)3 letter sequences1 proper name2 city or street names2 questions2 special keyboard characters 1 Web address1 email address208 application specific words and phrases per session (adults)74 toy commands, 14 phone commands and 34 general commands (children)The following age distribution has been obtained: Adults: 321 speakers are between 16 and 30, 182 speakers are between 31 and 45, 103 speakers are over 46.Children: All 51 speakers are between 11 and 14.A pronunciation lexicon with a phonemic transcription in SAMPA is also included.

The Annual Respondents Database X (ARDx) has been created to allow users of Annual Respondents Database (ARD) (held at the UK Data Archive under SN 6644) to continue analysis even though the Annual Business Inquiry (ABI) which was used to create ARD ceased in 2008. ARDx contains harmonised variables from 1997 to 2020.

ARDx is created from two ONS surveys, the Annual Business Inquiry (ABI; 1998-2008, held at the UK Data Archive under SN 6644) and the Annual Business Survey (ABS; 2009 onwards, held at the UK Data Archive under SN 7451). The ABI has an employment survey (ABI1) and a second survey for financial information (ABI2). ABS only collects financial data, and so is supplemented with employment data from the Business Register and Employment Survey (BRES; 2009 onwards, held at the UK Data Archive under SN 7463).

ARDx consists of six types of files: 'respondent files' which have reported and derived information from survey questionnaire responses; and 'universe files' which contain limited information on all business that are within scope of the ABI/ABS. These files are provided at both the Reporting Unit and Local Unit levels. There are also 'register panel' and "capital stock" files.

Linking to other business studies
These data contain Inter-Departmental Business Register (IDBR) reference numbers. These are anonymous but unique reference numbers assigned to business organisations. Their inclusion allows researchers to combine different business survey sources together. Researchers may consider applying for other business data to assist their research.

For the fifth edition (December 2023), ARDx Version 4.0 for 1997-2020 has been provided, replacing Version 3. Coverage has thus been expanded to include 1997 and 2015-2020.

Note to users
Due to the limited nature of the documentation available for ARDx, users are advised to consult the documentation for the Annual Business Survey (UK Data Archive SN 7451) for detailed information about the data.

For Secure Lab projects applying for access to this study as well as to SN 6697 Business Structure Database and/or SN 7683 Business Structure Database Longitudinal, only postcode-free versions of the data will be made available.

Customer Contacts Database Information showing customer contacts to UK Contact Centres and One Stop Centres by month. Dataset Guidance: F2F = Face-to-face (One Stop Centre) CC = Contact centre (Call centre/telephone)

CDD is a protein annotation resource that consists of a collection of annotated multiple sequence alignment models for ancient domains and full-length proteins. These are available as position-specific score matrices (PSSMs) for fast identification of conserved domains in protein sequences via RPS-BLAST. CDD content includes NCBI-curated domain models, which use 3D-structure information to explicitly define domain boundaries and provide insights into sequence/structure/function relationships, as well as domain models imported from a number of external source databases.

Dance archives play a crucial role in preserving the historical record of dance, housing materials used to reflect, revive, study, and analyse this art form. However, with declining physical visitor numbers, it is essential to explore how users access and utilise this knowledge digitally. Therefore, the doctoral research project investigated the future development of online dance archive resources by examining the information-seeking behaviour's of dance researchers and the working practices of dance archivists. This dataset was compiled between 2018-2020 as survey the landscape of dance archives and to contextualise one of the study's participant sample: dance archivists. As a result a comprehensive UK dance archive collection database was compiled using publicly available online sources. The UK Theatre Collections Database (Association of Performing Arts Collections, 2009) served as the initial foundation in compiling this dataset. The dataset compiled details of archives across the UK which hold dance, or dance-related, collections, material or items. It provides details inclusive of the archive name and geographical location. Additionally, it surveys dance archives' catalogue, detailing whether catalogues can be found online or offline and which software the dance archive has used to produce the catalogue. This information was gathered both from publicly information and further investigated through correspondences with the dance archives via email. Moreover, the dataset provides a URL link to the search tool provided by the dance archive online which users can use to search the archive for information, it also lists metadata and interface affordances and outlines particular collections, material or items related to dance which can be found using the search tool[1]. The subsequent development and extension of this list revealed that over sixty archives within the UK and Northern Ireland contain dance or dance-related collections or materials. This newly compiled database provided a statistical understanding of dance archives that had previously been unavailable. Furthermore, it facilitated an informed decision regarding the recruitment pool of dance archivists for the study. This dataset supports future research by providing a statistical understanding of dance archives within the UK and NI.[1] A basic search for words such as ‘dance’ or ‘performance’ were used to locate material relating to dance within the archive searching facilities. This forms the listed dance, or dance-related collections value within the dataset.

With healthcare database selections covering NHS Management, Doctors, General Practice, Dentists, Care Homes and Private Hospitals, contact lists can be purchased by job role, seniority level, size and region.

The UK Species Inventory is the most comprehensive curated database of UK wildlife taxonomy and nomenclature. Originally developed for the JNCC's "Recorder" biological recording package, the database has since 2000 been maintained by the Natural History Museum, London. Data has been sourced from published checklists and from a network of dedicated amateur and professional taxonomists. It forms the foundation for the largest biological recording and reporting systems in the UK, including all of the partners in the National Biodiversity Network. This extract from the UKSI has been created by the data management team at the NBN Atlas as as simplified derivative checklist.

Contains water chemistry, littoral and profundal invertebrate data, macrophyte data and will soon include fish data. More information on this dataset can be found in the Freshwater Metadatabase - BF_W_70-L-NA (http://www.freshwatermetadata.eu/metadb/bf_mdb_view.php?entryID=BF_W_70-L-NA).

The Great Britain Historical Database has been assembled as part of the ongoing Great Britain Historical GIS Project. The project aims to trace the emergence of the north-south divide in Britain and to provide a synoptic view of the human geography of Britain at sub-county scales. Further information about the project is available on A Vision of Britain webpages, where users can browse the database's documentation system online.

The Great Britain Historical GIS Project has also produced digitised boundary data, which can be obtained from the UK Data Service Census Support service. Further information is available at census.ukdataservice.ac.uk

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Details of historic P60 information

The Geotechnical Database contains information about site investigation reports, boreholes and samples. It contains geotechnical measurements taken over borehole intervals and on samples. Some of the data is obtained digitally from AGS files (Association of Geotechnical and Geoenvironmental Specialists - File Transfer Format), some is obtained manually from Site Investigation Reports stored in the National Geoscience Data Centre. The database currently contains geotechnical data from over 450 000 laboratory test samples and core descriptions, borehole observations and in situ tests from over 96 000 boreholes extracted from over 4800 site investigation reports. The database underpins BGS Geo-engineering properties and processes research and is an important information resource for answering enquiries and providing for the data needs of external customers.

The National Health Service is the largest employer in the UK but is not a single homogenous organisation. Following devolution and major re-organisations in the past few years, the ways in which it is organised in England, Scotland, Wales and Northern Ireland are continuing to diverge.

Our database covers senior and mid-level posts across all functions and areas of the NHS. This includes both the Management and Medical/Clinical sides.

England - the NHS has undergone considerable re-organisation since 2011 with Strategic Health Authorities and Primary Care Trusts being replaced by a new structure of healthcare provision. The vast majority of services are now provided or commissioned at a local level via groups of GP Surgeries, known as Clinical Commissioning Groups (CCG's), or at a secondary care level via Hospital Trusts. Public Health services are now provided by Local Authorities who also work with CCG's via Health and Wellbeing Boards to commission services jointly. There are also a number of new 'Community Healthcare' providers, in the form of Health and Care Trusts (NHS organisations) and Community Interest Companies (Social Enterprises). These organisations provide a range of community, mental health, primary care and nursing functions and sit alongside Local Authorities, CCG's and Secondary Care providers in many areas. These, along with some Secondary Care Acute Trusts which inherited them following the dissolution of PCT's run Community Hospitals, Clinics, Walk in Centres and some Dental services.

Scotland - has a simplified structure with Scottish Health Boards having control of all operational responsibilities within their geographical area. The Community Health Partnerships provide a range of community health services and they work closely with primary health care professionals as well as hospitals and local councils.

Wales - has established Local Health Boards and with the exception of one remaining NHS Trust, they deal with all Primary and Secondary Healthcare services.

Northern Ireland - also has single organisations - Health & Social Care Trusts, which along with several other national bodies, deal with co-ordinating and providing all the regions Healthcare services.

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The Independent Midwives UK (IMUK) Research Database project was set up in 2002 as a prospective data collection. The aim was to collect a wide range of data from the IMs' case notes, covering antenatal, intrapartum and postpartum care. Each client was asked to sign a consent form giving permission for the data to be used. Research databases are normally designed to provide the minimum dataset that will satisfy the research requirements. The IMUK database took the opposite approach, collecting a wide range of data from the outset, with a 100% sample. This decision was made since it was neither practicable nor possible to contact clients for corrections and additions after the maternity care episode was completed. This has resulted in a dataset both comprehensive in scope and rich in detail. It may be particularly interesting because of the high proportion of home births (over 60%).

Study Author's Acknowledgment:
In memory of Roger Kistruck, with heartfelt thanks. Without him these datasets could not have been collected or processed.

Independent Midwives UK (IMUK) is a membership organisation for independent midwives (IMs) in the UK. All IMUK's full members are professionally trained midwives, and are regulated by the NMC. IMs work autonomously as lead health professionals for maternity care, booking clients outside the NHS system, although almost all clients booked are also entitled to GP, specialist and emergency care as NHS patients. More than 50% of births attended by independent midwives are home births.

For the June 2022 release, edits were made to the previous data files to create a standard End User Licence (EUL) access version. Users should note that the documentation may still refer to previous files. The variables contained in the EUL version are listed in the UKDA data dictionary files available in the documentation table.

This zip file contains the Code History Database for the United Kingdom as at November 2020 (Version 2). To download the zip file click the Download button. We have removed 42 Sustainability and Transformation Partnerships from the database

List of mines and quarries in the UK including information about operational status, products, lithostratigraphy, chronostratigraphy, pit and operator addresses, minerals planning authority. Digital data has been sold from the BritPits database, since 1994, this has been customised to suit purchasers. Use is also made of sets of operational workings data by Bureau Services who pay royalties and get updates. Older data on operators tends to be incomplete as it was not recorded. Updating is ongoing to update litho- and chronostrat data. Originally, only details of currently active sites were included in the database but, because of the importance of former workings for waste disposal and as Sites of Special Scientific Interest, information is now collected on both inactive and closed operations. The data is held in a relational database using an Oracle server and a Microsoft Access front-end. The database can be used for many purposes: mailing lists, route planning, market intelligence/analysis, and resource planning, and data has been supplied to a wide range of customers.

A manually curated registry of databases/data repositories, conforming to the BioDBcore standard (from the Life Sciences). These are linked to the standards that they use and the funder and journal publisher data policies that recommend or endorse their use.