cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5683/sp3/bfjcqh
title: Supplementary Data for "Time to Benefit of Surgery vs. Targeted Medical Therapy for Patients with Primary Aldosteronism: A Meta-analysis"

description: Supplemental Methods. Additional details regarding methods. 

Table S1. Electronic search strategies.

Table S2. Risk of bias of included studies.

Table S3. Time-to-benefit for prevention of all-cause mortality following surgery compared to medical therapy.

Table S4. Sensitivity analysis for uncontrolled confounding.

Figure S1. Preferred Reporting Items for Systematic Review and Meta-analysis (PRISMA) flow diagram.

Figure S2. Stratified analyses according to subtype of primary aldosteronism.

Figure S3. Meta-analyses of selected adverse outcomes.

Figure S4. Contour-enhanced funnel plots and Egger’s linear regression test.

Supplemental References.
DOI: 10.5683/sp3/psngyt
title: Aging of Amateur Singers and Non-singers: From Behavior to Resting-state Connectivity

description: This datasets includes resting-state functional connectivity (RSFC) group data from 41 healthy singers and 43 non-singers, measured in five networks: auditory, speech, language, default mode and dorsal attention, as well as its relationship to auditory cognitive aging. 
The dataset includes the analytical the scripts and the group-level results. The original individual data (behavioural and MRI) cannot be shared because participants did not consent to individual data sharing at the time.
description: AFNI (Analysis of Functional NeuroImages), 23.3.00
DOI: 10.5683/sp3/cdnfoz
title: Verified Incident: Explosion at Great Soppo Market, Buea (December 2021)

description: TO DOWNLOAD: Click on ‘Access Dataset’ and then click on ‘Download’ from the drop-down menu OR to the right of the pdf icon below, click the down-arrow and then click on ‘Download’ from the drop-down menu.
DOI: 10.5683/sp3/g97vyd
title: Verified Incident: Acts of Violence and Humiliation by Ewume John Eko, aka Chief Moja Moja (multiple dates 2020-2022)

description: TO DOWNLOAD: Click on ‘Access Dataset’ and then click on ‘Download’ from the drop-down menu OR to the right of the pdf icon below, click the down-arrow and then click on ‘Download’ from the drop-down menu.
DOI: 10.5683/sp3/auf3tl
title: Verified Incident: Abduction and Burning at St. Mary's Church, Nchang (September 2022)

description: TO DOWNLOAD: Click on ‘Access Dataset’ and then click on ‘Download’ from the drop-down menu OR to the right of the pdf icon below, click the down-arrow and then click on ‘Download’ from the drop-down menu.
DOI: 10.5683/sp3/ii2ria
title: Verified Incident: Burning of Mayor of Wum's Residence, Wum (October 2022)

description: TO DOWNLOAD: Click on ‘Access Dataset’ and then click on ‘Download’ from the drop-down menu OR to the right of the pdf icon below, click the down-arrow and then click on ‘Download’ from the drop-down menu.
DOI: 10.5683/sp3/ka9kak
title: Verified Incident: Burning of GBHS Eyumojock (November 2022)

description: TO DOWNLOAD: Click on ‘Access Dataset’ and then click on ‘Download’ from the drop-down menu OR to the right of the pdf icon below, click the down-arrow and then click on ‘Download’ from the drop-down menu.
DOI: 10.5683/sp3/r69yur
title: Verified Incident: Burning of Trucks and Homes in Bamessing (February 2023)

description: TO DOWNLOAD: Click on ‘Access Dataset’ and then click on ‘Download’ from the drop-down menu OR to the right of the pdf icon below, click the down-arrow and then click on ‘Download’ from the drop-down menu.
DOI: 10.5683/sp3/fechaa
title: Verified Incident: Explosions at Mount Cameroon "Race of Hope" in Buea (February 2023)

description: TO DOWNLOAD: Click on ‘Access Dataset’ and then click on ‘Download’ from the drop-down menu OR to the right of the pdf icon below, click the down-arrow and then click on ‘Download’ from the drop-down menu.
DOI: 10.5683/sp3/tmyboa
title: Verified Incident: Arrest of Youths in Matoh (March 2023)

description: TO DOWNLOAD: Click on ‘Access Dataset’ and then click on ‘Download’ from the drop-down menu OR to the right of the pdf icon below, click the down-arrow and then click on ‘Download’ from the drop-down menu.
DOI: 10.5683/sp3/jlmywe
title: Replication Data for: Quantifying Flare Combustion Efficiency using an Imaging Fourier Transform Spectrometer

description: The Dataset contains the IFTS data in the form of matlab object, the spectroscopic data tables, previously extracted from HITRAN database, the optical flow algorithms output, and the matlab simulation files that generate the results from IFTS and optical flow data. The simulation results used in the paper are also part of this folder and can be visualized, without running the simulation files, by running specific results matlab files.
DOI: 10.5683/sp3/lnj9vp
title: Sas programs related to: Ranking versus rating in peer review of research grant applications

description: In this study, we compared the reliability and potential sources of bias associated with application rating with those of application ranking in 3,156 applications to the Canadian Institutes of Health Research. We cannot publish the data related to this manuscript but we are sharing 3 SAS programs to show how we calculated some of a) the reviewer level variables b) the icc score c) the multivariate analysis. The programs were not written to be used with datasets other than the ones provided by CIHR.
DOI: 10.5683/sp3/i3gmf1
title: Data for the paper entitled "Potential cellular targets of platinum in the freshwater microalgae Chlamydomomas reinhardtii and Nitzschia palea revealed by transcriptomics"

description: This dataset includes the measured variables at different sampling times for the exposures of the green alga C. reinhardtii and the diatom N. palea to different Pt concentrations. It covers the culture cell densities, the internalized Pt contents and the output moments (Ct) of PCR amplifications for all genes studied, including the ones for which amplification results were not satisfying.
DOI: 10.5683/sp3/8u7g03
title: Replication Data for: The effects of warm thermal variability on metabolism and swimming performance in wild Atlantic salmon (Salmo salar)

description: All data and R script for the results of this paper
DOI: 10.5683/sp3/9hcgom
title: Additional Replication Data for: Liver-Type Fatty Acid Binding Protein (FABP1) Has Exceptional Affinity for Minor Cannabinoids

description: Additional data, including input and output co-ordinates used in the paper, to regenerate the same data
DOI: 10.5683/sp3/tlrprx
title: Replication Data for: Climate Resilient Sanitary Sewers Through Minimized Inflow

description: Data to support the paper entitled: "Climate Resilient Sanitary Sewers Through Minimized Inflow." 
To demonstrate the analytical model presented in the associated paper, we applied the proposed model to three capital cities. This dataset contains the assumptions used for each city and the associated outputs.
DOI: 10.5683/sp3/utu5le
title: Documentation pour l'entreposage des stratégies de recherche pour les synthèses des connaissances

description: Cet entreposage contient: 
1. Le plan de gestion des données utilisé pour l'entreposage des stratégies de recherche pour les synthèses des connaissances
2. Le fichier Lisez-moi
3. Le gabarit à utiliser pour l'entreposage des stratégies de recherche pour les synthèses des connaissances
DOI: 10.5683/sp3/abt4qf
title: Search strategy for Pathogen molecular typing to inform interventions at public health, healthcare setting, and patient levels: a scoping review

description: Le jeu de données contient une stratégie de recherche pour les banques de données suivantes : MEDLINE (OVID), EMBASE (OVID) et EBM Reviews (OVID). Les concepts recherchés sont molecular typing, disease outbreaks et healthcare setting. 
La recherche [finale] a été effectuée le 19 septembre 2023
DOI: 10.5683/sp3/wpbqb3
title: Monitoring of Gender-Based Violence Threats for Venezuelan Refugee/Migrant Women and Girls

description: We conducted a cross-sectional, mixed-methods study using a ‘sensemaking’ approach with Spryng.io. Over a 12-week period from January to April 2022, female and male self-identified Venezuelan refugees/migrants, aged 14 and older, were invited to participate. Data was collected in Ecuador (Tulcan, Manta, and Huaquillas), Peru (Tumbes, Lima, and Tacna), and Brazil (Pacaraima, Boa Vista, and Manaus). Although the migration experiences being asked about were those of Venezuelan women and girls, male participants were also included. 

A convenience sample of potential participants was recruited from public spaces such as border crossings, points of aid distribution, refugee/migrant shelters, markets, and transportation depots, with some snowball sampling in Lima, where refugees are well integrated into the host community and, therefore more difficult to identify. In each of the nine interview locations, we intentionally recruited members of equity-deserving groups, including persons with disabilities, lesbian, gay, bisexual, trans, queer, and intersex (LGBTQI+) individuals, and individuals who identified as Indigenous or of Afro-descent. All data were collected in Spanish confidentially, using the Spryng.io app on handheld tablets. Shared micronarratives were transcribed and translated from Spanish to English.

The survey (see Data Codebook) was co-created by the research team in close collaboration with service providers responding to the Venezuelan crisis. It was written in English, translated to Spanish by a professional translator, and then back-translated to confirm accuracy. Discrepancies were resolved by consensus involving a third individual who was also bilingual in Spanish and English. The instrument was pilot-tested with 25 Venezuelan women, and their feedback was used to improve clarity of the language and relevance of the questions.
DOI: 10.5683/sp3/awhlck
title: Limnological data from lake Simoncouche (Saguenay, QC, Canada) during winter 2020-2021

description: This dataset comprises limnological data from 5 depths under the ice of boreal lake Simoncouche during winter 2020-2021, as well as the respective overturns where sampling was conducted on integrated water column. Included information covers physico-chemical variables, nutrient concentrations, dissolved carbon quantity (DOC, DIC) and quality (spectral indices, PARAFAC), bacterial production, bacterial respiration and primary production. In addition to in situ measurements, maximum primary production and light-response curves were defined with incubations along a light gradient, this data is provided in a separate file. The available data is discussed in publication "Variability in lake bacterial growth and primary production under lake ice: Evidence from early winter to spring melt" http://doi.org/10.1002/lno.12447.
description: The SIM_limnodata file includes following variables and respective units: Date (dd.mm.yy), Depth (m), Replicate (#), Black_ice (cm), White_ice (cm), Total_ice (cm), Snow (cm), Temperature (°C), specific conductivity - SpCond (µS/cm), dissolved oxygen saturation - O2sat (%), dissolved oxygen concentration - O2conc (mg/L), pH (no unit), total nitrogen - TN (mg/L), total phosphorus - TP (µg/L), soluble reactive phosphorus - SRP (µg/L), nitrate - NO3 (µg/L), dissolved inorganic carbon - DIC (mg/L), dissolved organic carbon - DOC (mg/L), specific ultraviolet absorbance at 254 nm - SUVA_254 (L/(mg C*m)), absorbance coefficient at 320 nm - a320 (m-1), absorbance coefficient at 440 nm - a440 (m-1), PARAFAC fluorophore 1 - C1 (R.U.), PARAFAC fluorophore 2 - C2 (R.U.), PARAFAC fluorophore 3 - C3 (R.U.), PARAFAC fluorophore 4 - C4 (R.U.), fluorescent dissolved organic matter - FDOM (R.U.), Chlorophyll-a - Chl_a (µg/L), bacterial respiration - BR (µgC/L/day), bacterial production - BP (µgC/L/day), bacterial growth efficiency - BGE (no unit), primary production - PP (mgC/m3/h), maximum primary production - Pmax (mgC/m3/h)

The SIM_raebox file includes following variables and respective units: Date (dd.mm.yy), Depth (m), Replicate (#), primary production measurement in each vial - PP_Rae (mgC/m3/h), incoming light per vial as percentage - PP_light% (%), incoming light per vial as photoactive radiation - PAR (µmol (photons)/m2/s). PAR values for Apr 26th 2021 are estimated. All incubations were performed on days with full sun and represent the maximum primary production.
DOI: 10.5683/sp3/u66moi
title: Data on Terrorist Suspects (DOTS) dataset 2022

description: DOTS (Data on Terrorist Suspects) provides textual biographic information on every terrorist covered by the chronology to cover all terrorists, supporters and other individuals mentioned in ITERATE. &lt;br&gt;


&lt;br&gt;PLEASE NOTE: Even if the dataset you are reviewing is labeled one year, it may contain information for the following year (eg. DOTS 2022 containing 2023 data).
description: MS Word
description: DOTS
description: License restrictions: These ITERATE and DOTS data are subject to copyright and are licensed for current members (student, faculty, staff and alumni) of Carleton University. 1) You may make a copy of this data for your own use. 2) You may NOT make copies, in full or partial, for DISTRIBUTION, in any matter.
description: The media sources includes AP, UPI, Reuter, CNN , MSNBC , AFP, The Washington Post, New York Times, LA Times, Time, Newsweek, and al Jazeera. The chronology also incorporates information obtained from interviews with government officials, scholars, and former hostages/others involved in international terrorist incidents. Additional sources include relevant manuscripts and scholarly publications dealing with the subject. Finally, the chronology uses many official government chronologies, including those published by the NCTC, FBI, CIA, US Department of State, and FAA. All of these sources have been consistently used since the inception of the data base.
DOI: 10.5683/sp3/96zlgc
title: Butterfly nectar foraging and flowering plant community data from field surveys in Victoria, British Columbia, Canada

description: &lt;b&gt;Abstract&lt;/b&gt;&lt;br/&gt;&lt;p&gt;The negative impacts of non-native species have been well documented, but some non-natives can play a positive role in native ecosystems. One way that non-native plants can positively interact with native butterflies is by provisioning nectar. Relatively little is known about the role of phenology in determining native butterfly visitation to non-native plants for nectar, yet flowering time directly controls nectar availability. Here, we investigate the phenological patterns of flowering by native and non-native plants and nectar foraging by native butterflies in an oak savanna on Vancouver Island, British Columbia, Canada. We also test whether native butterflies select nectar sources in proportion to their availability. We found that non-native plants were well integrated into butterfly nectar diets (83% of foraging observations) and that visitation to non-natives increased later in the season when native plants were no longer flowering. We also found that butterflies selected non-native flowers more often than expected based on their availability, suggesting that these plants represent a potentially valuable resource. Our study shows that non-native species have the potential to drive key species interactions in seasonal ecosystems. Management regimes focused on eradicating non-native species may need to re-consider their aims and evaluate resources that non-natives provide.&lt;/p&gt;
description: &lt;b&gt;Methods&lt;/b&gt;&lt;br /&gt;&lt;p&gt;Data was collected from 10 sites of Garry oak savanna in Victoria, British Columbia, Canada that were visited in rotation from May to August 2019. At the start of each visit to a site, two observers recorded butterfly nectar foraging for 60–90 minutes by walking a 300 m long route. When foraging occurred, the species of butterfly and flowering plant were recorded. Next, we estimated flower availability from all flowering forbs and shrubs either on the same or following day as the butterfly surveys by placing a 1 m&lt;sup&gt;2&lt;/sup&gt; habitat quadrat at five random locations along the same 300 m route. Within each quadrat, we counted the number of open flowering units for each plant species. We also estimated the mean floral surface area for each flowering plant species observed across the season by measuring the dimensions of 10-20 individuals per species. Thus, flower availability was calculated by multiplying the number of flowering units counted with their mean floral surface area for each species during each visit to a site.&lt;/p&gt;
description: <b>Dryad version number:</b> 6
<b>Version status:</b> submitted
<b>Dryad curation status:</b> Published
<b>Sharing link:</b> https://datadryad.org/stash/share/zWelxPQ7doBXWpeqHByDtuaiU2QkVm5yZV99jpDX0u0
<b>Storage size:</b> 8152565
<b>Visibility:</b> public
DOI: 10.5683/sp3/nsugak
title: Data for: Photosystems in the eye-like organelles of heterotrophic warnowiid dinoflagellates

description: &lt;b&gt;Abstract&lt;/b&gt;&lt;br/&gt;&lt;p&gt;&lt;span lang="EN-US"&gt;The function of the eye-like ocelloid in warnowiid dinoflagellates remains unknown because warnowiids are rare and uncultured, and scant molecular data exists for this group. While the ocelloid resembles the camera-type eyes found in animals, it is composed of organelles, with a highly modified plastid serving as the retinal body. By performing single-cell transcriptomics on cells isolated from the environment, we generate a comprehensive molecular dataset of warnowiids that includes all four known genera and one previously undescribed genus. We show that the heterotrophic members of this group have retained and express components of the ancestral photosynthetic mechanism, seemingly without photosystem II and RuBisCo. Our findings suggest that the ocelloid retinal body has repurposed the remaining photosystem to perform a function other than photosynthesis.&lt;/span&gt;&lt;/p&gt;
description: &lt;b&gt;Methods&lt;/b&gt;&lt;br /&gt;&lt;p&gt;&lt;span lang="EN-US"&gt;Cells of interest were isolated using a microcapillary pipet and placed into lysis buffer&lt;/span&gt;&lt;span lang="EN-US"&gt;. cDNA extraction was performed according to SmartSeqII (Picelli et al. 2014). &lt;/span&gt;Libraries were prepared at the Sequencing and Bioinformatics Consortium, University of British Columbia, and sequenced on the Nextseq platform.&lt;/p&gt;
description: <b>Dryad version number:</b> 13
<b>Version status:</b> submitted
<b>Dryad curation status:</b> Published
<b>Sharing link:</b> https://datadryad.org/stash/share/oGyx9oQ_pkrvwCT99330Y-D-J1j7YjO4b_R68ziD1L4
<b>Storage size:</b> 193297943
<b>Visibility:</b> public
DOI: 10.34740/kaggle/dsv/7218915
title: NStar_S-Boxes
DOI: 10.5683/sp3/dhkkom
title: Heatwave resilience of juvenile white sturgeon is associated with epigenetic and transcriptional alterations

description: &lt;b&gt;Abstract&lt;/b&gt;&lt;br/&gt;&lt;p&gt;Heatwaves are increasing in frequency and severity, posing a significant threat to organisms globally. In aquatic environments, heatwaves are often associated with low environmental oxygen, which is a deadly combination for fish. However, surprisingly little is known about the capacity of fishes to withstand these interacting stressors. This issue is particularly critical for species of extreme conservation concern such as sturgeon. We assessed the tolerance of juvenile white sturgeon from an endangered population to heatwave exposure and investigated how this exposure affects tolerance to additional acute stressors. We measured whole-animal thermal and hypoxic performance and underlying epigenetic and transcriptional mechanisms. Sturgeon exposed to a simulated heatwave had increased thermal tolerance and exhibited complete compensation for the effects of acute hypoxia. These changes were associated with an increase in mRNA levels involved in thermal and hypoxic stress (hsp90a, hsp90b, hsp70 and hif1a) following these stressors. Global DNA methylation was sensitive to heatwave exposure and rapidly responded to acute thermal and hypoxia stress over the course of an hour. These data demonstrate that juvenile white sturgeon exhibit substantial resilience to heatwaves, associated with improved cross-tolerance to additional acute stressors and involving rapid responses in both epigenetic and transcriptional mechanisms.&lt;/p&gt;
description: <b>Dryad version number:</b> 4
<b>Version status:</b> submitted
<b>Dryad curation status:</b> Published
<b>Sharing link:</b> https://datadryad.org/stash/share/7KB8Rwak2yCarsPn_ubEXTLK60fMKm6iM0J19cHqww0
<b>Storage size:</b> 118620
<b>Visibility:</b> public
DOI: 10.5281/zenodo.17657408
title: Ipseity Daily Data

description: At what rate do individuals say they are X?

Begining on 2025-07-08, I surveyed a small random sample of American adults on a daily cadence.  They responded to many items of the form: Does <signifier> describe you today?

The file ipseity-daily-aggregated.csv in this repository contains the aggregated results through 2025-07-28.  The columns are as follows:



signifier - a word, phrase or emoji

yes_count - the number of respondents who answered yes (aggregated all-time).

no_count - the number of respondents who answered no (aggregated all-time).

prevalence_per_10k - an estimate of the prevalence per 10,000.  If we were to survey 10,000 American adults, how many would we expect to respond yes to this signifier?  The number is calculated as yes_count / (yes_count + no_count) * 10,000.

earliest_obs_date - this date represents the first time this particular signifier was ever displayed to a respondent.  Signifiers are chosen with stochasticity from a long list; new signifiers are sometimes added, old signifiers are sometimes deleted, and a signifier may be moved higher or lower in priority for sampling.

latest_obs_date - the date closest to the present date on which signifier was most recently presented to a respondent.


Version created on 2025-11-20 — cumulative data.
DOI: 10.34740/kaggle/dsv/13379202
title: pet-skin-disease-dataset-excel-v2
DOI: 10.5683/sp3/uihwyc
title: 2021 Census of Population [Canada] Public Use Microdata File (PUMF): Individuals File
title: Recensement de la population de 2021 [Canada] Fichier de microdonnées à grande diffusion (FMGD) : Fichier des particuliers
title: 2021 Census Individual

description: The Individuals File, 2021 Census Public Use Microdata Files (PUMF) provides data on the characteristics of the Canadian population. The file contains a 2.7% sample of anonymous responses to the 2021 Census questionnaire. The files have been carefully scrutinized to ensure the complete confidentiality of the individual responses and geographic identifiers have been restricted to provinces/territories and metropolitan areas. With 144 variables, this comprehensive tool is excellent for policy analysts, pollsters, social researchers and anyone interested in modelling and performing statistical regression analysis using the Census.
description: Census of Population
description: Changes to the 2021 Census questionnaire are available in Guide to the Census of Population, 2021 Chapter 4 - Content determination.
DOI: 10.5683/sp3/aumos3
title: Realization effect and gambling
title: A clean slate: adapting the realization effect to online gambling and its effectiveness in people with gambling problems

description: The data are the experiment data for the manuscript "A clean slate: adapting the realization effect to online gambling and its effectiveness in people with gambling problems".
DOI: 10.5683/sp3/layjfw
title: Supporting Data for: Fence-line Spectroscopic Measurements Suggest Carry-Over of Salt-Laden Aerosols into Flare Systems is Common

description: Summary of remote spectral detections of sodium (Na) and potassium (K) in flare flames in the Williston basin (North Dakota and Saskatchewan) and Amazon basin (Ecuador)