cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5683/sp3/qwvdxz
title: Canadian study of health and aging, 1991-1992

description: &lt;p&gt;The Canadian Study of Health and Aging (CSHA) was planned in 1989 as a national longitudinal study to provide accurate statistics on the number of people who have dementia, including Alzheimer's disease, in Canada. The study also covers a range of other health topics. The CSHA involved 10,263 people aged 65 or over, sampled from 36 communities across Canada. Representative samples were drawn from the community and from institutions, and participants were assessed at 5-yearly intervals: in 1991, 1996, and for a final time in 2001. The objectives initially focused on the epidemiology of dementia, and the study has provided estimates of prevalence, incidence and risk factors for dementia, and the burden it places on family caregivers. The CSHA has also described patterns of disability, frailty and healthy aging, and has recorded utilization of health services for different diagnostic groups.&lt;/p&gt;
DOI: 10.5683/sp3/ip5mpk
title: Chinese general social survey, 2003

description: &lt;p&gt;The China GSS is an annual or biannual questionnaire survey of China's urban and rural households aiming to monitor systematically the changing relationship between social structure and quality of life in urban and rural China. The objectives of the China GSS are: (1) to gather longitudinal data on social trends; (2) to address issues of theoretical and practical significance; and (3) to serve as a global resource for the international scholarly community. Includes: labour force activity, demographic variables, household size and composition, ethnicity of R and parents, mobility, dwelling, income, expenditures and facilities, education, military service, etc.&lt;/p&gt;
&lt;p&gt;1 data file (1,000 logical records) & accompanying documentation (5 pdf files) in both English and Chinese characters.&lt;/p&gt;
description: Chinese general social survey
description: This data file is a random sample of 1,000 cases from the full survey sample of 5,894 cases.
DOI: 10.5683/sp3/yqiix2
title: Evaluative Language Mapping Typology (ELM-T)

description: This tool provides a way to approach, understand, analyze and describe a language map.
DOI: 10.5683/sp3/rdqwik
title: Yield to the Data: Some Perspective on Crop Productivity and Pesticides - Excel user form

description: The hectares of habitat protected and the number of adults and children fed in one year were calculated for each of the six crop types for Canada and United States. The calculations were based on the 50th centile of the cumulative frequency distributions of change in crop yield due to pesticide treatment for each crop type. An editable interactive table was created using Microsoft Excel that would allow individuals to determine how pesticide treatment in their selected jurisdiction (province in Canada or state in the United States) and crop translates into habitat saved, calories produced, and mouths fed. This table allows the user to choose the country (Canada or United States), whether to include the organic agriculture correction factor, their state or province of interest, crop, and whether a young child, adolescent child, adult women, or adult man is being fed. The table will then calculate the hectares of habitat saved, added number of calories produced (kcal), the number of individual fed in one day, and the number of individual fed in one year. Due to the variability in yield results between crops and studies, the Excel user form allows individuals to set whichever yield increase they anticipate observing or use the 50th centile of yield increase from the cumulative frequency distribution for each crop.
DOI: 10.5683/sp3/qfiso4
title: #healthcanada #NACI #fordnation #medicalfreedom #covid19 #covid19vaccines #protectourfamilies #protectyourchildren #holdtheline tweets

description: &lt;p&gt;2,661,117 tweet ids for #healthcanada #NACI #fordnation #medicalfreedom #covid19 #covid19vaccines #protectourfamilies #protectyourchildren #holdtheline tweets, collected with &lt;a href="http://www.docnow.io/" target="_blank"&gt;Documenting the Now's&lt;/a&gt; twarc. Tweets can be “&lt;a href="https://medium.com/on-archivy/on-forgetting-e01a2b95272" target="_blank"&gt;rehydrated&lt;/a&gt;” with Documenting the Now’s &lt;a href="https://github.com/DocNow/twarc" target="_blank"&gt;twarc&lt;/a&gt;, or &lt;a href="https://github.com/DocNow/hydrator" target="_blank"&gt;Hydrator.&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;
&lt;code&gt;twarc hydrate tweet-ids.txt &gt; tweets.jsonl&lt;/code&gt;
&lt;/p&gt;

&lt;p&gt;ID files are available for all hashtags or some individual hashtags:

&lt;ul&gt;
 &lt;li&gt;covid19-ids.txt&lt;/li&gt;
 &lt;li&gt;covid19vaccines-ids.txt&lt;/li&gt;
 &lt;li&gt;fordnation-ids.txt&lt;/li&gt;
 &lt;li&gt;healthcanada-ids.txt&lt;/li&gt;
 &lt;li&gt;healthcanada-NACI-fordnation-medicalfreedom-covid19-covid19vaccines-protectourfamilies-protectyourchildren-holdtheline-ids.txt&lt;/li&gt;
 &lt;li&gt;holdtheline-ids.txt&lt;/li&gt;
 &lt;li&gt;medicalfreedom-ids.txt&lt;/li&gt;
 &lt;li&gt;NACI-ids.txt&lt;/li&gt;
 &lt;li&gt;protectyourchildren-ids.txt&lt;/li&gt;
&lt;/ul&gt;
&lt;/p&gt;

&lt;p&gt;Tweets were collected via the &lt;a href="https://developer.twitter.com/en/docs/tweets/search/api-reference/get-search-tweets" target="_blank"&gt;Standard Search API&lt;/a&gt; on:
&lt;ul&gt;
 &lt;li&gt;November 18, 2021&lt;/li&gt;
 &lt;li&gt;November 21, 2021&lt;/li&gt;
 &lt;li&gt;November 26, 2021&lt;/li&gt;
 &lt;li&gt;December 1, 2021&lt;/li&gt;
&lt;/ul&gt;
&lt;/p&gt;
DOI: 10.5683/sp3/qvdbxn
title: Synthetic Stratigraphy of River Deltas from Overhead Imagery

description: This dataset contains the data from XES10 Experiment originally published in Hajek et al., 2014, 'Amplification of Shoreline Response to Sea Level Change by Back-Tilted Subsidence' (https://doi.org/10.2110/jsr.2014.34) and codes developed in Steel et al. (Submitted), 'Reconstructing subsurface sandbody connectivity from temporal evolution of surface networks'. Experiments were conducted at Saint Anthony Falls Laboratory at the University of Minnesota.
DOI: 10.15468/dl.kn8xkm
title: Occurrence Download

description: A dataset containing 5209 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 7.01672199733244",
 "DecimalLongitude is less than 7.01978155051684",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 5209 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046581-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5683/sp3/swh4o1
title: 12 scenarios of monthly potential groundwater recharge in southern Quebec Database – 1951-2100 period

description: This database contains 12 scenarios of potential groundwater recharge (GWR) with a 500 m x 500 m resolution and a monthly time step over southern Quebec for the 1951-2100 period. These data were simulated using the HydroBudget model (Dubois et al., 2021a, b, c) and are presented in Dubois et al. (2022). A selection of 12 climate scenarios from the Coupled Model Intercomparison Project— Phase 5 (CMIP5) ensemble (RCP4.5 and RCP8.5, various global climate models), provided by Ouranos, were used as input. The simulations were performed at UQAM by the team of Pr Marie Larocque’s research Chair on Water and land conservation (Chaire Eau et conservation du territoire), as part of a project funded by the Quebec Ministry of Environment and Climate Change (Ministère de l’Environnement et de la Lutte contre les changements climatiques - MELCC).
The study area is located in the Province of Quebec (humid and cold climate; Canada), between the St. Lawrence River and the Canada–USA border and between the Quebec–Ontario border and Quebec City (35 800 km2). The study area is divided into 140 656 cells of 500 m x 500 m.
The simulation results are sorted in netCDF files by climate change scenario that contain 1) the 30-year average monthly values and 2) the monthly values for the 1951-2100 period of simulated vertical inflow (VI; sum of observed rainfall and simulated snowmelt – mm/month), average temperature (°C), simulated runoff (runoff + excess runoff – mm/month), simulated actual evapotranspiration (mm/month), and simulated potential GWR (mm/month) for each grid cell. Monthly averages are computed for the periods of 1951-1980, 1981-2010, 2011-2040, 2041-2070, and 2071-2100.
description: Authors contributions: 
Conceptualization and methodology: Emmanuel Dubois, Marie Larocque, and Sylvain Gagné; Software and visualization: Emmanuel Dubois; data curation: Emmanuel Dubois and Sylvain Gagné; Writing (original draft and review & editing): Emmanuel Dubois and Marie Larocque; Funding acquisition and Supervision: Marie Larocque 
The authors are grateful to the Ouranos Consortium for providing downscaled climate scenarios (daily total precipitation and daily min and max temperature), presented in the dataset as VI and average monthly temperature. They acknowledge the model output data from the World Climate Research Programme CMIP5 as well as the gridded observation data made available by Natural Resources Canada (NRCan). If re-used, both the source of the data and the provider must be acknowledged.
description: HydroBudget
DOI: 10.5683/sp3/h5skg4
title: Early successional changes in biological soil crust community assembly and nutrient capture in mining impacted landscapes

description: Biological soil crusts (BSCs) are communities of bryophytes, lichens, bacteria, and fungi and are the primary colonizing communities in early successional landscapes. Investigating the role of BSCs in early ecosystem development have demonstrated that they often improve the physical and chemical conditions while also promoting soil microbial communities in early developing ecosystems. Although BSCs are considered ecosystem engineers in many early successional environments, the links between BSC functional processes and their developmental stage are unclear, especially in landscapes recovering from anthropogenic disturbances. In this study we examined natural BSC development over a 30-year chronosequence on two mining impacted landscapes in both boreal and arctic regions of Canada. The macro (bryophyte and lichen) and micro (bacteria and fungi)-phyla communities were identified through a combination of Ion torrent (16S) and Illumina MiSeq (ITS2) sequencing. We found similar ubiquitous ruderal bryophytes and bacteria species common at both mine sites, but significant differences in lichen and fungal community structure between the two study locations. In addition, community assembly of BSC macro (bryophytes and lichens) and micro (bacteria and fungi)-phyla changed over the first 30 years of recovery at both mine sites, however, these changes were unique to each mine site. We observed nutrient accumulation in the crust layer but did not find clear trends in available nutrients or gas flux over time. Instead, changes in our functional measurements were associated with colonization by specific BSC species. Further, the bacterial community at both mines seemed to be responding to changes in the bryophyte communities as they developed over time. This suggests that the establishment of bryophyte communities in early succession may be driving micro-phyla BSC community composition. A holistic view of BSCs as they develop over time in relation to their functional abilities needs further investigation. This knowledge will improve both our understanding of early stage BSC development and our ability to develop restoration techniques to effectively restore landscapes disturbed by anthropogenic activities.
DOI: 10.5683/sp3/7cgml4
title: Replication Data and Code for: Community Attachment, Job Loss and Regional Labour Mobility in Canada: Evidence from the Great Recession

description: The data and programs replicate tables and figures from “Community Attachment, Job Loss and Regional Labour Mobility in Canada: Evidence from the Great Recession", by Messacar. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/1ywcw1
title: Data for: #MeToo as an ‘angry mob’ or in search of meaning?

description: These data include "#MeToo" tweets collected at four timepoints between 2017 and 2020, each associated with peak usage of the tweet:&lt;ul&gt;
&lt;li&gt; October 15, 2017 (the first tweet in which Alyssa Milano tweeted #MeToo after Harvey Weinstein was accused of sexual assault);&lt;/li&gt;
&lt;li&gt; Sept 27, 2018, (Dr. Christine Blasey Ford testified against Brett Kavanaugh at the U.S. Senate Judiciary hearings);&lt;/li&gt;
&lt;li&gt;October 6, 2018 (when Brett Kavanaugh was confirmed to the U.S. Supreme Court);&lt;/li&gt;
&lt;li&gt;February 24,2020 (when Harvey Weinstein was convicted)&lt;/li&gt;&lt;/ul&gt;

 The tweets were then analysed using Linguistic Inquiry Word Count, a text analysis program that calculates the percentage of the total number of words for particular word categories.&lt;p&gt;&lt;p&gt;
These data support the article, "#MeToo as an ‘angry mob’ or in search of meaning? Using language to assess the focus of #MeToo tweets across four events" in &lt;i&gt;Computers in Human Behavior Reports&lt;/i&gt; (2022) (&lt;a href="https://doi.org/10.1016/j.chbr.2022.100173"&gt;https://doi.org/10.1016/j.chbr.2022.100173&lt;/a&gt;).
description: SPSS
description: LIWC, 2015
description: iWISER Lab Research Data
DOI: 10.5683/sp3/j0nh7l
title: Replication Data and Code for: Industrial cluster policy and transaction networks: Evidence from firm-level data in Japan

description: The data and programs replicate tables from “Industrial cluster policy and transaction networks: Evidence from firm-level data in Japan” by Okubo, Okazaki, and Tomiura. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/chg82l
title: SS4 Sleep Annotations

description: &lt;p&gt;The SS4 subset of the Montreal Archive of Sleep Studies (MASS) cohort includes :&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;40 subjects (age 25.3&plusmn;4.3 years, age range: 18-35 years)
&lt;ul&gt;
&lt;li&gt;14 males (age 27.4&plusmn;4.5 years, age range: 21-35 years)&lt;/li&gt;
&lt;li&gt;26 females (age 24.1&plusmn;3.9 years, age range: 18-33 years)&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li&gt;Sleep stage scoring rules : R&amp;K&lt;/li&gt;
&lt;li&gt;Page size (s) : 20&lt;/li&gt;
&lt;/ul&gt;
description: The sleep stages are the same as those included in the dataset named "SS4 Biosignals and Sleep stages".
Sleep stage scoring does not necessarily start at the beginning of the PSG recording.
DOI: 10.5683/sp3/vktbbo
title: Replication Data and Code for: A Large Canadian Database for Macroeconomic Analysis

description: The data and programs replicate tables and figures from "A Large Canadian Database for Macroeconomic Analysis", by Fortin-Gagnon, Leroux, Stevanovic and Surprenant. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/vkk7br
title: Final Dataset for Analysis of Student COVID-19 Infections in Schools (Ontario 2020-21)
title: Replication Data

description: This dataset includes the R-script, final dataset, and the accompanying codebook that was used to conduct analysis of elementary school student infections in Ontario, Canada for the 2020-21 school year. Analysis appears in the pre-print by Srivastava et al. (2022), 'Effects of socio-economic factors on elementary school student COVID-19 infections in Ontario, Canada', medRxiv. https://doi.org/10.1101/2022.02.04.22270413
description: R
description: MPlus files and output for the multi-level modelling analysis are available in a linked dataset in Dataverse. 

Lau, Nathan T.T.; Ansari, Daniel; Thampi, Nisha; Srivastava, Prachi, 2022, "Mplus Files for Analysis of Student COVID-19 School Infections (Ontario 2020-21)", https://doi.org/10.5683/SP3/IJOWDY, Scholars Portal Dataverse,
DOI: 10.5683/sp3/ijowdy
title: Mplus Files for Analysis of Student COVID-19 School Infections (Ontario 2020-21)
title: Code for replication

description: This dataset contains the Mplus analysis files for the multi-level modelling analysis of student COVID-19 school infections in Ontario for the 2020-21 school year that appears in the paper, 'Effects of socio-economic factors on elementary school student infections in Ontario, Canada (Srivastava et al., 2022, medRxiv). Model 1 calculates the proportion of variance attributable to Level 1 (school level) and Level 2 (area level). Model 2 includes Level 1 and Level 2 predictors. Models 1 and 2 are computed for cumulative cases and cumulative incidence (per 1000 students). Both .inp and .out files can be read using a .txt editor.
description: Mplus
description: The aggregated dataset used for analysis and codebook are available here: Lau, Nathan T.T.; Ansari, Daniel; Thampi, Nisha; Srivastava, Prachi, 2022, "Final Dataset for Analysis of Student COVID-19 Infections in Schools (Ontario 2020-21)", https://doi.org/10.5683/SP3/VKK7BR, Scholars Portal Dataverse,
DOI: 10.5683/sp3/dugjmw
title: Search Strategy for Meaningful Assessment in First Episode Psychosis

description: The notes field contains the full MEDLINE (Ovid) search strategy for meaningful assessment and first episode psychosis. The files in this dataset contains the full MEDLINE (Ovid), EMBASE (Ovid), PsycInfo (Ovid), and CINAHL (EBSCO), Cochrane Library (Wiley) search strategies for meaningful assessment and first episode psychosis and the dedpulicated database exports. Search dates: 20171027, 20190610, 20200901
description: 1 Mental disorders/ 158247
2 exp schizophrenia/ 102140
3 (schizophrenia or schizophrenic).ti,ab,kf. 117210
4 (psychotic or psychosis).ti,ab,kf. or Psychotic Disorders/ 78857
5 1 or 2 or 3 or 4 323368
6 ((early or first or initial or primary) adj3 (intervention* or treatment* or recognition or detection or admission* or hospitalization* or episode* or breakdown*)).ti,ab,kf. 329951
7 Early Medical Intervention/ 2327
8 6 or 7 331254
9 ((prodrome or prodromal or early or initial or first) adj3 (psychotic or psychos#s or schizophrenia or schizophrenic)).ti,ab,kf. 10374
10 (prevention adj2 early psychosis).ti,ab,kf. 75
11 9 or 10 10374
12 5 and 8 13534
13 11 or 12 17161
14 (clinical high risk or ultra high risk or at risk mental state).mp. 1751
15 13 or 14 18013
16 meaningful assessment*.ti,ab,kf. 226
17 Program Evaluation/ 58446
18 Benchmarking/ 12373
19 "Standards of Care"/ or delivery of health care/ 82626
20 ((evaluation or assessment or program* or clinical or treatment) adj2 (description or protocol* or standard* or guideline* or plan*)).ti,ab,kf. 209160
21 (program* adj2 (evaluation or element* or component*)).ti,ab,kf. 12482
22 (economic evaluation or cost-benefit* or cost-effective*).ti,ab,kf. 128233
23 (expert recommendation* or best practice* or standard* of care or mental health polic* or fidelity or benchmark* or outcome* assessment* or outcome variable* or monitoring).ti,ab,kf. 562974
24 "Outcome Assessment (Health Care)"/ 66688
25 cost-benefit analysis/ or health care costs/ 103461
26 Practice Guidelines as Topic/ 108158
27 or/16-26 1191909
28 15 and 27 1965
29 remove duplicates from 28 1726
DOI: 10.13140/rg.2.2.25368.46084
title: GQ STEPS Analysis of PERS049-6S4 251 1 15 Real World Data by the Persian Curve (PC) GQ STEP 07 PERSIAN QUANTILE COMPLETE
DOI: 10.5683/sp3/lrsfsn
title: Replication Data for: Men’s Feminist Identification and Reported Use of Prescription Erectile Dysfunction Medication

description: This paper analyzes data from the 2018 Sex in Canada survey (n = 1,015 cisgender men) to examine the association between feminist identification and reported use of prescription ED medication (EDM) during men’s last sexual encounter. Feminist-identified men were substantially more likely to report EDM use than non-feminist men, even after controlling for alcohol use before sex, erection difficulties, sexual arousal, sexual health, mental health, and physical health. One explanation is that feminist men may use EDM to bolster their masculinity when it is otherwise threatened by their identification as feminist. Another is that non-feminist men may be less likely to use prescription EDM because they view accessing healthcare services as a threat to their masculinity. It is also possible that feminist men are more likely to use EDM because they wish to maintain an erection to better please their partner. Lastly, feminist men may be more honest about EDM use than non-feminist men, even though rates are similar. Regardless of the exact reason, therapists can use these results to tailor sexual health messages to clients based on feminist identification. Future work could employ qualitative methods to understand why feminist men report higher rates of EDM use than non-feminist men.
DOI: 10.5683/sp3/xgyuku
title: Lung function variation during the estrus cycle of mares affected by severe asthma

description: Excel document containing the data sets for the manuscript ''Lung function variation during the estrus cycle of mares affected by severe asthma''
DOI: 10.5683/sp3/oj0gxn
title: Données du mémoire intitulé "La qualité des voies cyclables à Montréal, Laval et Longueuil : construction d'indicateurs de diagnostic et d'aide à la planification"

description: Ces données sont des résultats de maîtrise portant sur la qualité des voies cyclables à Montréal, Laval et Longueuil. Le fichier spatial contient les tronçons de réseau cyclable échantillonnés de l'agglomération de Montréal, la ville de Laval et l'agglomération de Longueuil. Pour chaque tronçon se trouve le type de voie cyclable et de route (lorsqu'applicable), ainsi que divers indicateurs de qualité (exposition au bruit, exposition aux particules fines PM2,5, état de la chaussée et probabilité de conflit avec véhicule et avec piéton·ne).
DOI: 10.5683/sp3/eg0qp8
title: Data for the paper entitled "Ride in Peace: How Cycling Infrastructure Types Affect Traffic Conflict Occurrence in Montréal, Canada"

description: This spatial dataset was used in a paper evaluating cycling infrastructure's effect on traffic conflict occurrence. It includes all the one-second observations (baseline and conflict events) used to build the bootstrapped Generalized Additive Model predicting traffic conflit likelihood according to cycleway type.
DOI: 10.5683/sp3/m0dud8
title: Données du mémoire intitulé : « Analyse du niveau de perméabilité filtrée dans plusieurs villes à travers le monde : Le principe bien-aimé mais inconnu des villes cyclables »

description: Ces données sont des résultats de maîtrise portant sur l'opérationnalisation du principe de perméabilité filtrée par le développement d'un indice. L'indice a été calculé et agrégé dans 60 villes à travers le monde. Les fichiers spatiaux représentent les cellules à partir desquelles les calculs ont été effectués et les résultats associés. Pour chaque cellule, la valeur des trois indicateurs (connectivité, configuration et densité) composant l'indice est identifiée, tout comme la valeur de l'indice. Un SHP par ville a été produit. Un dictionnaire des données est également disponible.
DOI: 10.5683/sp3/z9eejy
title: Replication Data and Code for: Price-level versus inflation targeting under model uncertainty

description: The data and programs replicate tables and figures from "Price-level versus inflation targeting under model uncertainty", by Cateau. Please see the ReadMe file for additional details.
DOI: 10.5683/sp3/k4toq2
title: Replication Data and Code for: An empirical study of credit shock transmission in a small open economy

description: The data and programs replicate tables and figures from "An empirical study of credit shock transmission in a small open economy", by Bedock and Stevanović. Please see the ReadMe file for additional details.