cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.21718079
title: Social Network Dataset - field network analysis (Esparza & Smith, 2023: Ecosphere)

description: Data used in the analyses for Esparza & Smith, 2023 published in Ecosphere in the Eco-Education track. The file entitled "social network dataset" contains information on which individuals in the field course social system sent and received ties (i.e., who interacted with whom). These data were collected using name generators, which typically include two types of questions that probe the names of those with whom an individual interacted (<i>i.e., name generators</i>) and information on those an individual interacted with (<i>i.e., name interpreters</i>). In this study, students completed a name generator survey at weeks six, eleven, and fifteen of the 15-week semester (i.e., timepoint) in a field course with an embedded course-based field research project. See Esparza and Smith (In review) Materials and Methods for more information.<br>The file entitled "social network metadata" includes detailed information on the data included in the "social network dataset" csv. file. This includes the ranges/categories and a description of each variable included in the dataset.<br>All data are anonymized so as to protect the identity and privacy of all research participants and their listed contacts. The research has been approved by the Cornell University Institutional Review Board under the exempt protocol #2001009364.
DOI: 10.6084/m9.figshare.21718079.v1
title: Social Network Dataset - field network analysis (Esparza & Smith, Ecosphere)

description: Data used in the analyses for Esparza & Smith (In review) submitted to Ecosphere in the Eco-Education track. The file entitled "social network dataset" contains information on which individuals in the field course social system sent and received ties (i.e., who interacted with whom). These data were collected using name generators, which typically include two types of questions that probe the names of those with whom an individual interacted (<em>i.e., name generators</em>) and information on those an individual interacted with (<em>i.e., name interpreters</em>). In this study, students completed a name generator survey at weeks six, eleven, and fifteen of the 15-week semester (i.e., timepoint) in a field course with an embedded course-based field research project. See Esparza and Smith (In review) Materials and Methods for more information. <br> The file entitled "social network metadata" includes detailed information on the data included in the "social network dataset" csv. file. This includes the ranges/categories and a description of each variable included in the dataset. <br> All data are anonymized so as to protect the identity and privacy of all research participants and their listed contacts. The research has been approved by the Cornell University Institutional Review Board under the exempt protocol #2001009364.
DOI: 10.6084/m9.figshare.21717500
title: Modeling dataset - field network analysis (Esparza & Smith, 2023: Ecosphere)

description: Data used in the analyses for Esparza & Smith, 2023 published in Ecosphere in the Eco-Education track. The file entitled "modeling dataset" contains participant demographic information, personal and professional outstrength/outdegree, survey responses to the science identity portion of the Persistence in the Sciences Survey, and project grades. Students self-reported demographic information on a demographic survey included with the first name generator survey early (week 6) in the semester. Project grades and science identity data were collected late (week 15) in the semester. See Esparza and Smith (In review) Materials and Methods for more information.<br>The file entitled "modeling metadata" includes detailed information on the data included in the "modeling dataset" CSV. file. This includes the ranges/categories and a description of each variable included in the dataset.<br>All data are anonymized so as to protect the identity and privacy of all research participants and their listed contacts. The research has been approved by the Cornell University Institutional Review Board under the exempt protocol #2001009364.
DOI: 10.6084/m9.figshare.21717500.v1
title: Modeling dataset - field network analysis (Esparza & Smith, Ecosphere)

description: Data used in the analyses for Esparza & Smith (In review) submitted to Ecosphere in the Eco-Education track. The file entitled "modeling dataset" contains participant demographic information, personal and professional outstrength/outdegree, survey responses to the science identity portion of the Persistence in the Sciences Survey, and project grades. Students self-reported demographic information on a demographic survey included with the first name generator survey early (week 6) in the semester. Project grades and science identity data were collected late (week 15) in the semester. See Esparza and Smith (In review) Materials and Methods for more information. <br> The file entitled "modeling metadata" includes detailed information on the data included in the "modeling dataset" csv. file. This includes the ranges/categories and a description of each variable included in the dataset. <br> All data are anonymized so as to protect the identity and privacy of all research participants and their listed contacts. The research has been approved by the Cornell University Institutional Review Board under the exempt protocol #2001009364.
DOI: 10.25919/vy1f-gj22
title: Parkes observations for project P1050 semester 2023APRS_13

description: This is a request for the observation time for the timing campaign of new pulsars discovered in the reprocessing of the low-latitude Galactic plane section of the HTRU-S survey (HTRU-S LowLat) and the Parkes Multibeam Pulsar Survey (PMPS). We have completed 90 % of the HTRU-S LowLat survey and completed zero acceleration PMPS search with GPU-based coherent acceleration search, template bank, and fast folding algorithm pipelines and now have discovered 112 previously unknown pulsars among which 18 were found in the PMPS. Interesting science can usually only be derived from a new pulsar after confirmation, and a follow-up timing campaign is carried out. At least one year of initial timing is the minimum timespan required to fully characterise any newly-discovered pulsars, essential for deriving pulsar parameters such as the characteristic age, magnetic field strength, and spin-down rate, as well as for detecting any unexpected behaviour of the pulsar which might result from emission instabilities. This project is necessary for the timing of several interesting pulsars, including binary pulsars, high DM pulsars, scattered profile pulsars, and bright ones that show emissions in larger bandwidths in the UWL band. Apart from this, finding the nature of a unique binary pulsar system via a dedicated observing campaign is also another goal. The follow-up timing in semester 2023APRS will assist in completing many exciting large-term science goals.
DOI: 10.6084/m9.figshare.22819754.v1
title: Dataset 1.zip

description: Opto-microfluidic coupling between optical waveguides and tilted microchannels in lithium niobate
DOI: 10.5281/zenodo.6984311
title: JohannesNE/supplementary-PPV-ventilation-paper: v1.0

description: Data and code for a research paper about the effect of ventilator settings on pulse pressure variation
DOI: 10.5281/zenodo.8306189
title: [IO Islamic 162] ديوان عرفى

description: <strong>Dîwân-i-‘Urfî.</strong> <strong>This manuscript is now IO Islamic 1454 in the India Office collections.</strong> <strong>[metadata:</strong> <strong>Hermann Ethé</strong><strong><em>, </em></strong><strong><em>Catalogue of Persian Manuscripts in the Library of the India Office,</em></strong> <strong>2 vols. (Oxford: India Office, 1903): volume 1,</strong> <strong>number 162 here with notations and hyperlinks].</strong> 1454 Dîwân-i-‘Urfî ( ديوان عرفى). ‘Urfî’s lyrical poems, viz.: 1.Ḳaṣîdas, on fol. 1<sup>b</sup>, beginning: اى متاع درد الخ . 2.Ghazals, in alphabetical order, except the first two, on fol. 90<sup>b</sup>, beginning: اى نه فلك الخ. At the end (on fol. 210 sq.) some ḳiṭ’as. 3.Rubâ’îs, on fol. 218<sup>b</sup>, beginning : يا رب نفسى الخ. Dated the 6th of Sha’bân, A.H. 1098 (A.D. 1687, June 17), by Amân-allâh Suhrawardî, at Patna. The right order of ff. 72-81 is: 72, 80, 74-79, 73, 81. No. 162, ff. 235, 2 coll., each ll. 15; large Nasta’lîḳ; size, 10¾ in. by 6½ in.
DOI: 10.5281/zenodo.8306188
title: [IO Islamic 162] ديوان عرفى

description: <strong>Dîwân-i-‘Urfî.</strong> <strong>This manuscript is now IO Islamic 1454 in the India Office collections.</strong> <strong>[metadata:</strong> <strong>Hermann Ethé</strong><strong><em>, </em></strong><strong><em>Catalogue of Persian Manuscripts in the Library of the India Office,</em></strong> <strong>2 vols. (Oxford: India Office, 1903): volume 1,</strong> <strong>number 162 here with notations and hyperlinks].</strong> 1454 Dîwân-i-‘Urfî ( ديوان عرفى). ‘Urfî’s lyrical poems, viz.: 1.Ḳaṣîdas, on fol. 1<sup>b</sup>, beginning: اى متاع درد الخ . 2.Ghazals, in alphabetical order, except the first two, on fol. 90<sup>b</sup>, beginning: اى نه فلك الخ. At the end (on fol. 210 sq.) some ḳiṭ’as. 3.Rubâ’îs, on fol. 218<sup>b</sup>, beginning : يا رب نفسى الخ. Dated the 6th of Sha’bân, A.H. 1098 (A.D. 1687, June 17), by Amân-allâh Suhrawardî, at Patna. The right order of ff. 72-81 is: 72, 80, 74-79, 73, 81. No. 162, ff. 235, 2 coll., each ll. 15; large Nasta’lîḳ; size, 10¾ in. by 6½ in.
DOI: 10.5281/zenodo.8306184
title: [IO Islamic 1745] كلّيّات عرفى

description: <strong>Kulliyyât-i-’Urfî.</strong> <strong>This manuscript is now IO Islamic 1453 in the India Office collections.</strong> <strong>[metadata:</strong> <strong>Hermann Ethé</strong><strong><em>, </em></strong><strong><em>Catalogue of Persian Manuscripts in the Library of the India Office,</em></strong> <strong>2 vols. (Oxford: India Office, 1903): volume 1,</strong> <strong>number 1754 here with notations and hyperlinks].</strong> 1453 A defective copy of the same Kulliyyât. Contents: 1. Ḳaṣîdas, on fol. 1<sup>b</sup>, beginning: اقبال كرم الخ . 2. Ḳiṭ’as, on fol. 64<sup>b</sup>, beginning: اى دل راهزن الخ. 3.Ghazals, in alphabetical order, on fol. 73<sup>b</sup>, beginning: تحفۀ مرهم الخ ; there is a lacuna after fol. 106; the last bait, on fol. 106<sup>b</sup>, corresponds to fol. 78<sup>b</sup>, first column, ll. 7 and 8, in No. 1484 (1451 in this Cat.); the first ghazal, on fol. 107<sup>a</sup>, is found in No. 1484 on the same page, third column, first line; the second, on fol. 79<sup>b</sup>, middle-column, l. 5. 4.Rubâ’îs, on fol. 177<sup>a</sup>, beginning as in No. 1484. 5.Majma’-alabkâr, on fol. 193<sup>b</sup>, beginning as usual; it is slightly defective at the end, in consequence of a lacuna after fol. 238; the last bait, that appears here, corresponds to No. 1484, fol. 214<sup>a</sup>, third column, ll. 9 and 10. 6.Sâḳînâma (ساقينامه), on fol. 239<sup>a</sup>, beginning: بيا ساقى اين تشنگی را بسنج – پس از آرزوى دل ما مرنج This mathnawî, not found in the other copies of ‘Urfî’s works in the India Office Collection, is noticed in W. Pertsch, Berlin Cat., p. 65, first line, and p. 901, No. 4; in Rosen, Persian MSS., p. 262, No. 5; and in No. 1052 of the Bodleian Cat. 7.Farhâd u Shîrîn, on fol. 241<sup>b</sup>, beginning as usual. No date; the first thirty-seven leaves partly collated; many baits slightly damaged both at the beginning and end. No. 1745, ff. 255, 2 coll., each ll. 15; Nasta’lîḳ; illuminated frontispieces on ff. 1<sup>b</sup>, 73<sup>b</sup>, and 193<sup>b</sup>; size, 8¼ in. by 4¾ in. <br>
DOI: 10.5281/zenodo.8306185
title: [IO Islamic 1745] كلّيّات عرفى

description: <strong>Kulliyyât-i-’Urfî.</strong> <strong>This manuscript is now IO Islamic 1453 in the India Office collections.</strong> <strong>[metadata:</strong> <strong>Hermann Ethé</strong><strong><em>, </em></strong><strong><em>Catalogue of Persian Manuscripts in the Library of the India Office,</em></strong> <strong>2 vols. (Oxford: India Office, 1903): volume 1,</strong> <strong>number 1754 here with notations and hyperlinks].</strong> 1453 A defective copy of the same Kulliyyât. Contents: 1. Ḳaṣîdas, on fol. 1<sup>b</sup>, beginning: اقبال كرم الخ . 2. Ḳiṭ’as, on fol. 64<sup>b</sup>, beginning: اى دل راهزن الخ. 3.Ghazals, in alphabetical order, on fol. 73<sup>b</sup>, beginning: تحفۀ مرهم الخ ; there is a lacuna after fol. 106; the last bait, on fol. 106<sup>b</sup>, corresponds to fol. 78<sup>b</sup>, first column, ll. 7 and 8, in No. 1484 (1451 in this Cat.); the first ghazal, on fol. 107<sup>a</sup>, is found in No. 1484 on the same page, third column, first line; the second, on fol. 79<sup>b</sup>, middle-column, l. 5. 4.Rubâ’îs, on fol. 177<sup>a</sup>, beginning as in No. 1484. 5.Majma’-alabkâr, on fol. 193<sup>b</sup>, beginning as usual; it is slightly defective at the end, in consequence of a lacuna after fol. 238; the last bait, that appears here, corresponds to No. 1484, fol. 214<sup>a</sup>, third column, ll. 9 and 10. 6.Sâḳînâma (ساقينامه), on fol. 239<sup>a</sup>, beginning: بيا ساقى اين تشنگی را بسنج – پس از آرزوى دل ما مرنج This mathnawî, not found in the other copies of ‘Urfî’s works in the India Office Collection, is noticed in W. Pertsch, Berlin Cat., p. 65, first line, and p. 901, No. 4; in Rosen, Persian MSS., p. 262, No. 5; and in No. 1052 of the Bodleian Cat. 7.Farhâd u Shîrîn, on fol. 241<sup>b</sup>, beginning as usual. No date; the first thirty-seven leaves partly collated; many baits slightly damaged both at the beginning and end. No. 1745, ff. 255, 2 coll., each ll. 15; Nasta’lîḳ; illuminated frontispieces on ff. 1<sup>b</sup>, 73<sup>b</sup>, and 193<sup>b</sup>; size, 8¼ in. by 4¾ in. <br>
DOI: 10.5281/zenodo.8306180
title: [IO Islamic 2783] كلّيّات عرفى

description: <strong>Kulliyyât-i-’Urfî.</strong> <strong>This manuscript is now IO Islamic 1452 in the India Office collections.</strong> <strong>[metadata:</strong> <strong>Hermann Ethé</strong><strong><em>, </em></strong><strong><em>Catalogue of Persian Manuscripts in the Library of the India Office,</em></strong> <strong>2 vols. (Oxford: India Office, 1903): volume 1,</strong> <strong>number 2783 here with notations and hyperlinks].</strong> 1452 Another copy of the same Kulliyyât. This copy contains: 1.A prose-preface, usually styled رسالۀ نفس نفيس (see W. Pertsch, Berlin Cat., p. 901, and Rosen, Persian MSS., p. 261), on fol. 1<sup>b</sup>, beginning: حمدى كه از نهايت شايستگی منزّه از شائبۀ تعيّن و تخصيص آمده الخ. This preface is found in No. 1053 of the Bodleian Cat. too. 2.Majma’-alabkâr, on fol. 7<sup>b</sup>, beginning as in the preceding copy. 3.Khusrau u Shîrîn, or rather Farhâd u Shîrîn, on fol. 50<sup>b</sup>, likewise beginning as in the preceding copy. 4.Ḳaṣîdas, on fol. 64<sup>b</sup>, beginning: اقبال كرم ميگزد ارباب همم را الخ, see the remark in the preceding copy. 5.Ḳiṭ’as, on fol. 134<sup>b</sup>, beginning, as most copies do (see the preceding copy): اى دل راهزن كه از عرشم – بحضيض ثرى فرستادى 6.Ghazals, in alphabetical order, except the first two; beginning of the initial ghazal, on fol. 144<sup>b</sup>: اى نه فلك ز خوشۀ صنع تو دانۀ وز قصر كبرياى تو عرش آشيانۀ Beginning of the first alphabetical ghazal the same as in the preceding copy. 7.Rubâ’îs, on fol. 208<sup>b</sup>. Dated the 3rd of Jumâdâ-alawwal, A.H. 1066 (A.D. 1656, Feb. 28). No. 2783, ff. 226, 2 coll., each ll. 16; Nasta’lîḳ; illuminated frontispieces on ff. 1<sup>b</sup>, 7<sup>b</sup>, 50<sup>b</sup>, 64<sup>b</sup>, and 144<sup>b</sup>; size, 7<sup>3/4</sup> in. by 4<sup>3/8</sup> in.
DOI: 10.5281/zenodo.8306181
title: [IO Islamic 2783] كلّيّات عرفى

description: <strong>Kulliyyât-i-’Urfî.</strong> <strong>This manuscript is now IO Islamic 1452 in the India Office collections.</strong> <strong>[metadata:</strong> <strong>Hermann Ethé</strong><strong><em>, </em></strong><strong><em>Catalogue of Persian Manuscripts in the Library of the India Office,</em></strong> <strong>2 vols. (Oxford: India Office, 1903): volume 1,</strong> <strong>number 2783 here with notations and hyperlinks].</strong> 1452 Another copy of the same Kulliyyât. This copy contains: 1.A prose-preface, usually styled رسالۀ نفس نفيس (see W. Pertsch, Berlin Cat., p. 901, and Rosen, Persian MSS., p. 261), on fol. 1<sup>b</sup>, beginning: حمدى كه از نهايت شايستگی منزّه از شائبۀ تعيّن و تخصيص آمده الخ. This preface is found in No. 1053 of the Bodleian Cat. too. 2.Majma’-alabkâr, on fol. 7<sup>b</sup>, beginning as in the preceding copy. 3.Khusrau u Shîrîn, or rather Farhâd u Shîrîn, on fol. 50<sup>b</sup>, likewise beginning as in the preceding copy. 4.Ḳaṣîdas, on fol. 64<sup>b</sup>, beginning: اقبال كرم ميگزد ارباب همم را الخ, see the remark in the preceding copy. 5.Ḳiṭ’as, on fol. 134<sup>b</sup>, beginning, as most copies do (see the preceding copy): اى دل راهزن كه از عرشم – بحضيض ثرى فرستادى 6.Ghazals, in alphabetical order, except the first two; beginning of the initial ghazal, on fol. 144<sup>b</sup>: اى نه فلك ز خوشۀ صنع تو دانۀ وز قصر كبرياى تو عرش آشيانۀ Beginning of the first alphabetical ghazal the same as in the preceding copy. 7.Rubâ’îs, on fol. 208<sup>b</sup>. Dated the 3rd of Jumâdâ-alawwal, A.H. 1066 (A.D. 1656, Feb. 28). No. 2783, ff. 226, 2 coll., each ll. 16; Nasta’lîḳ; illuminated frontispieces on ff. 1<sup>b</sup>, 7<sup>b</sup>, 50<sup>b</sup>, 64<sup>b</sup>, and 144<sup>b</sup>; size, 7<sup>3/4</sup> in. by 4<sup>3/8</sup> in.
DOI: 10.5281/zenodo.8306165
title: Lake Ontario field data - 2013 & 2018

description: This is the field dataset that was used to calibrate and validate the Lake Ontario Hydrodynamic model Contains: water temperature from temperature chain data Acoustic Doppler Current Profiler data Tributary flows data Water level data Wave data
DOI: 10.5281/zenodo.8306164
title: Lake Ontario field data - 2013 & 2018

description: This is the field dataset that was used to calibrate and validate the Lake Ontario Hydrodynamic model Contains: water temperature from temperature chain data Acoustic Doppler Current Profiler data Tributary flows data Water level data Wave data
DOI: 10.5066/p9cmqwrb
title: Input for Habitat Risk Software

description: Chronic wasting disease (CWD) is a transmissible spongiform encephalopathy that was first detected in captive cervids in Colorado, United States (US) in 1967, but has since spread into free-ranging white-tailed deer (Odocoileus virginianus) populations across the US and Canada. In some areas, the disease is considered endemic in wild deer populations, and governmental wildlife agencies have employed epidemiological models to understand long-term environmental risk. However, continued rapid spread of CWD into new regions of the continent has underscored the need for extension of these models into broader tools applicable for wide use by wildlife agencies. Additionally, efforts to semi-automate models will facilitate access of technical scientific methods to broader audiences. We introduce software (Habitat Risk) designed to link a previously published epidemiological model with spatially referenced environmental and disease testing data enabling agency personnel to make up-to-date, localized, data-driven predictions regarding the odds of CWD detection in surrounding areas after an outbreak is discovered. Habitat Risk requires pre-processing publicly available environmental datasets and standardization of disease testing (surveillance) data, after which an autonomous computational workflow terminates in a user interface that displays an interactive map of disease risk. We demonstrated the use of the Habitat Risk software with surveillance data of white-tailed deer from Tennessee, US. This data release includes the data inputs necessary to run the 1st script of the Habitat Risk Software which includes a .csv and preprocessed spatial layers described in Mitchell et al. 2021 but provided here for ease of running the example and surveillance disease testing data (included here). Data included in the .csv are not true locations of samples, rather modified data to be used solely for purposes of running through the R-code Mitchell, C., Walter, W. D., Hollingshead, N., & Schuler, K. 2021. Processing of Geospatial Data for the Habitat Risk Software [Software]. Cornell University Library eCommons Repository. https://doi.org/10.7298/2tt1-yy48
DOI: 10.5281/zenodo.8306219
title: [IO Islamic 105] ديوان عرفى

description: <strong>Dîwân-i-‘Urfî.</strong> <strong>This manuscript is now IO Islamic 1455 in the India Office collections.</strong> <strong>[metadata:</strong> <strong>Hermann Ethé</strong><strong><em>, </em></strong><strong><em>Catalogue of Persian Manuscripts in the Library of the India Office,</em></strong> <strong>2 vols. (Oxford: India Office, 1903): volume 1,</strong> <strong>number 105 here with notations and hyperlinks].</strong> 1455 A slightly defective copy of the same dîwân. Contents: 1.Ḳaṣîdas, with a few ḳiṭ’as at the end, on fol. 1<sup>b</sup>, beginning: اقبال كرم الخ. 2.Ghazals, in alphabetical order, on fol. 70<sup>a</sup>, beginning: كوى عشقست و همه دانه دوامست اينجا جلوۀ مردم آزاده حرامست اينجا corresponding to No. 1428 (1451 in this Cat.), fol. 56<sup>b</sup>, first column, first line. 3.Rubâ’îs, on fol. 128<sup>b</sup>, beginning: يا رب نفسى الخ ; this part is defective at the end; the last rubâ’î, appearing here and beginning : اى چهره کرم الخ, is found in No. 1484, on fol. 165<sup>a</sup>, middle column, l. 5. No. 105, ff. 141, 2 coll., each ll. 15; Nasta’lîḳ, the first page greatly injured; size, 6½ in. by 3¾ in. <br>
DOI: 10.5281/zenodo.8306218
title: [IO Islamic 105] ديوان عرفى

description: <strong>Dîwân-i-‘Urfî.</strong> <strong>This manuscript is now IO Islamic 1455 in the India Office collections.</strong> <strong>[metadata:</strong> <strong>Hermann Ethé</strong><strong><em>, </em></strong><strong><em>Catalogue of Persian Manuscripts in the Library of the India Office,</em></strong> <strong>2 vols. (Oxford: India Office, 1903): volume 1,</strong> <strong>number 105 here with notations and hyperlinks].</strong> 1455 A slightly defective copy of the same dîwân. Contents: 1.Ḳaṣîdas, with a few ḳiṭ’as at the end, on fol. 1<sup>b</sup>, beginning: اقبال كرم الخ. 2.Ghazals, in alphabetical order, on fol. 70<sup>a</sup>, beginning: كوى عشقست و همه دانه دوامست اينجا جلوۀ مردم آزاده حرامست اينجا corresponding to No. 1428 (1451 in this Cat.), fol. 56<sup>b</sup>, first column, first line. 3.Rubâ’îs, on fol. 128<sup>b</sup>, beginning: يا رب نفسى الخ ; this part is defective at the end; the last rubâ’î, appearing here and beginning : اى چهره کرم الخ, is found in No. 1484, on fol. 165<sup>a</sup>, middle column, l. 5. No. 105, ff. 141, 2 coll., each ll. 15; Nasta’lîḳ, the first page greatly injured; size, 6½ in. by 3¾ in. <br>
DOI: 10.5525/gla.researchdata.1490
title: Surfacing the National Collections: adapting image cataloguing standards to transform access to National Museums Scotland's online collections (dataset)

description: The dataset was produced as part of a project with National Museums Scotland (February - June 2023) to improve their online collections findability and searchability through a user-centred approach. Publicly available data: Includes aggregated and anonymised data from the user/non-user interviews, surveys, and user queries, which were collected to understand how participants do and desire to explore the National Museums Scotland’s online collections. This includes a report containing aggregated results from two online surveys ‘Survey Data Report Summary’ (PDF), a folder of images from interviews (from the card sort and concept mapping activities), titled ‘Card-sort and Concept Map Images’ (36 JPEG/PNG), and a series of tables summarising findings from a sample of user search queries from the Museums’ Search our Collections Portal (from 2020-2021) titled ‘GKEF SoC Aggregated Data’ (PDF). Participants are referred to in these documents by pseudonyms. Not available publicly: A folder of ‘Transcriptions of Interviews from Users/Non-users’ (10 Docx files) and a folder containing ‘Transcriptions of Interviews with National Museums Scotland’s Staff’ (13 Docx files). Participants are referred to by a number.