cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5683/sp3/wuipaw
title: General Social Survey - Personal Risk and Victimization - Variable Concordance and Guide

description: A spreadsheet guide to the main categories/subjects covered in Cycles 3, 8, 13, 18, 23, and 28 of the General Social Survey. The categories included relate to all types of crime (by known and unknown persons to victim, by status and age group - i.e. spouse/partner/ex-spouse/ex-partner, children, and seniors, by type of violence - physical, sexual, emotional, financial), victimization and victim services, involvement or not of police services, alcohol and drug use, accidents, stalking, Internet use, and cyber bullying. There is also a spreadsheet guide to the main categories/subjects covered in the Incident files of Cycles 13, 18, 23, and 28. The categories included relate to where/when incident happened, how the location accessed, how the respondent was threatened, who was present during the incident, number of victims, stolen property recovered, attempted theft, obtaining compensation, reporting incidents, and emotional impact of incidents.
DOI: 10.5683/sp3/slxupl
title: Immigration Statistics in the Sessional Papers 1895-1901

description: Immigration Statistics Finding Aid in Excel Format (.xls) listing Immigration Agent Annual Reports to Parliament published in the Sessional Papers of the Parliament of Canada. URLs to canadiana.org or Internet Archive digital copies of the tables with statistics are included.
DOI: 10.5683/sp3/anaaaj
title: Immigration Statistics in the Sessional Papers 1883-1894

description: Immigration Statistics Finding Aid in Excel Format (.xls) listing Immigration Agent Annual Reports to Parliament published in the Sessional Papers of the Parliament of Canada. URLs to canadiana.org or Internet Archive digital copies of the reports are included.
DOI: 10.5683/sp3/fzm6k9
title: Uniform Crime Reporting Incident-Based Survey (UCR): 2008-2012 Property stolen, broken down by province and year

description: The Canadian Centre for Justice Statistics (CCJS), in co-operation with the policing community, collects police-reported crime statistics through the Uniform Crime Reporting Survey (UCR). The UCR Survey was designed to measure the incidence of crime in Canadian society and its characteristics. Responding to this survey is mandatory.
DOI: 10.5683/sp3/ts7zdy
title: Uniform Crime Reporting Incident-Based Survey (UCR): Clearance rates by occupancy

description: The Canadian Centre for Justice Statistics (CCJS), in co-operation with the policing community, collects police-reported crime statistics through the Uniform Crime Reporting Survey (UCR). The UCR Survey was designed to measure the incidence of crime in Canadian society and its characteristics. Responding to this survey is mandatory.
DOI: 10.5683/sp3/eeompg
title: Replication data for: Modern pollen data for North America and Greenland

description: A database of modern pollen for North America and Greenland with associated environmental data.
DOI: 10.5683/sp3/lxyzsd
title: Replication data for: Holocene sediments from a coastal lake on northern Devon Island, Nunavut, Canada

description: Abstract: Sediment cores from Lake DV09, northern Devon Island, Nunavut, Canada (75°34”N, 89°18’55”W), were studied to reconstruct the lake ontogeny through analysis and interpretation of the sediment stratigraphy. The lake was uplifted from marine inundation _7600 cal BP. After a millennium of rapid sediment accumulation, which coincided with the Holocene Thermal Maximum in the region, accumulation rates decreased over the past 6000 years as the Arctic became colder. This resulted in the deposition of very fine laminae that were interpreted as varves. The uppermost laminated sediments provided a ~1600 year history of annual sediment transport and deposition into the lake. During periods of warmer temperatures, such as between 6000 and 7500 cal BP and during the Medieval Climate Anomaly (~950–1300 CE; CE, Christian Era), hydroclimatic and permafrost slope processes increased sedimentation rates into the basin.
DOI: 10.5683/sp3/wjlj33
title: Letters about Kensington Market
DOI: 10.5683/sp3/zwmpi2
title: Cards associated with Kensington Market
DOI: 10.5683/sp3/klaham
title: Blogs about Kensington Market
DOI: 10.5683/sp3/ajzuim
title: Pamphlets associated with Kensington Market
DOI: 10.5683/sp3/1m1lm2
title: Maps of Kensington Market
DOI: 10.5683/sp3/bn91rn
title: Spreadsheets
DOI: 10.5683/sp3/tqrscb
title: Documents
DOI: 10.5683/sp3/leybmp
title: Photos
DOI: 10.15468/dl.3zpwz6
title: Occurrence Download

description: A dataset containing 3072 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 6.91269718906302",
 "DecimalLongitude is less than 6.91575674224742",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 3072 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046457-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5683/sp3/2lcint
title: Transcripts
DOI: 10.5683/sp3/ynyfiz
title: #cdnpoli tweets (Canadian Politics, 2015)

description: Tweet IDs for tweets carrying the #cdnpoli hashtag, applied to Canadian politics, collected as part of a larger project centered on Canada's 42nd federal election. Tweets IDs can be hydrated using Ed Summers' twarc (https://github.com/edsu/twarc). Hydrating will recreate the original tweet(s) in json format, provided the content is still available on Twitter.
DOI: 10.5683/sp3/h456b7
title: Aecon
DOI: 10.5683/sp3/cexbkx
title: Portland
DOI: 10.5683/sp3/brqiet
title: E6
DOI: 10.5683/sp3/6uyqpj
title: E5
DOI: 10.5683/sp3/gal9lh
title: Estevan
DOI: 10.5683/sp3/x1sqaq
title: Emma Defields' 2012 residential yard management & preference survey
DOI: 10.5683/sp3/8izlxx
title: Understanding Developer's Decision Making in the Region of Waterloo
DOI: 10.5683/sp3/tbegwp
title: Exploring the homebuyers and sellers' behavior in the housing market
DOI: 10.5683/sp3/vsacnp
title: Land use in eXurbanenvironments agent-based model
DOI: 10.5683/sp3/w35jhv
title: General research group documents
DOI: 10.5683/sp3/zer6yy
title: Kevin's thesis on household travel schedule
DOI: 10.15468/dl.we2upt
title: Occurrence Download

description: A dataset containing 81076 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Clanga pomarina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 81076 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046395-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5683/sp3/6a4dij
title: Built environment indicators
DOI: 10.15468/dl.3wnxba
title: Occurrence Download

description: A dataset containing 571 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-115.0188 31.19913, -114.8688 31.19913, -114.8688 31.34913, -115.0188 31.34913, -115.0188 31.19913))"
 ]
}

 The dataset includes 571 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046458-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5683/sp3/qt45gk
title: Kitchener-Waterloo Metropolitan Area Survey 1998
DOI: 10.5683/sp3/9k8uak
title: An ice-water classification dataset for learning from label proportions 2015 [Canada]

description: An ice-water classification dataset for machine learning researchers to test algorithms related to learning from label proportions. The dataset includes patches extracted from 10 RADARSAT-2 dual-polarized scenes, Egg Code polygon (bag) IDs, labels, and the estimated proportion of each bag provided by ice experts.
description: MATLAB
DOI: 10.5683/sp3/steofj
title: Video Observation of Infection Control Practices in Veterinary Clinics and a Petting Zoo, with Emphasis on Hand Hygiene and Interventions to Improve Hand Hygiene Compliance, Southwestern and Eastern, Ontario [Canada] 2010-11-11 to 2011-12-19
title: Video observation of sharps handling and infection control practices during routine companion animal appointments; Video observation of hand hygiene practices during routine companion animal appointments and the effect of a poster intervention on hand hygiene compliance

description: Infection control and particularly hand hygiene in veterinary clinics is important for preventing pathogen spread between patients, staff and the public. There has been no direct evaluation of the use of many basic infection control practices, including sharps handling, environmental cleaning, and personal protective clothing (PPC), in companion animal clinics, and there is also little information available regarding hand hygiene frequency and technique used in such settings. The objectives of this study were to describe these and other infection control practices associated with routine companion animal appointments in veterinary clinics in Ontario, and the effectiveness of a poster campaign to improve hand hygiene compliance. Video observation of various infection control practices in 47 veterinary clinics found that poor sharps handling practices were common, yet only one needlestick injury was observed. Exam tables were cleaned following 76% (2015/2646) of appointments, and contact time with spray used to do so ranged from 0-4611s (mean 39s, median 9s). Appropriate personal protective clothing was worn for 72% (3518/4903) of staff-animal contacts. Video observation of hand hygiene practices in 38 veterinary clinics found overall hand hygiene compliance was 14% (1473/10894). Soap and water was used for 87% (1182/1353) of observed hand hygiene attempts with a mean contact time of 4s (median 2s, range 1-49s). The hand hygiene poster campaign had no significant effect on compliance.
description: Microsoft Excel, Mac 2008
description: STATA, 10
description: Video observation of sharps handling, hand hygiene and other infection control practices during routine companion animal appointments and the effect of a poster intervention on hand hygiene compliance.
DOI: 10.5683/sp3/el5jf3
title: Ontario Tourism Marketing Partnership Corporation's (OTMPC) Consumer Insight Research March 2011 to February 2012 [Manitoba, Ontario, and Quebec, Canada; Northeastern United States]
title: 2012 Travel Survey and Travel and Recreation Survey Respondent Base

description: This survey concerns people’s travel motivations, planning & booking, and behaviours, trip activities and media habits. The findings will be used by governments and businesses to better serve the public’s travel needs.
description: SPSS
DOI: 10.5683/sp3/yh20qh
title: Theano-based large-scale visual recognition with multiple GPUs

description: In the published report, they describe a Theano-based AlexNet (Krizhevsky et al., 2012) implementation and its naive data parallelism on multiple GPUs. Their performance on 2 GPUs is comparable with the state-of-art Caffe library (Jia et al., 2014) run on 1 GPU. To the best of their knowledge, this is the first open-source Python-based AlexNet implementation to-date.
description: Python
DOI: 10.5683/sp3/nvqfmr
title: A question of ethics. Canadians speak out. Public attitude towards political ethics 1996 data [Canada]
title: Public attitude towards political ethics 1996 data

description: This study, conducted in 1996, sought to document and explore the attitudes of individual Canadians on issues of political conduct. The study involved conduct
ing a broad-based survey of over 1400 randomly selected Canadians in an attempt to develop a reliable impression of what Canadians, in general, think about issues of political ethics. The research methodology employed a structured questionnaire administered through telephone interviews. The interviews started by asking a respondent to indicate what values they considered important, their level of confidence in various political institutions and to assess the ethical principles of different types of office holders. The respondent was then provided a list of "things that some people do" and was asked to indicate, based on a pre-established scale, how acceptable they felt these things were. Next, a series of hypothetical situations involving public officials were presented and the respondent was again asked to rate the level of acceptability of each situation as well as indicate how frequently they thought people in politics do "this sort of thing". Some of these questions were followed up by asking the respondent whether they thought people in politics would make the same choice as they themselves did. Additional hypothetical scenarios were presented and the respondent was asked to select from a group of options what they thought the public official should do. Again, the follow-up question was whether the respondent thought people in politics would make the same choice as they themselves did. The next section was comprised of general attitudinal questions about politics and corruption. Statements of opinion were presented and the respondent was asked to indicate their level of agreement with each statement. These questions probed their opinions about the degree of corruption in the country, the role of media, their interest in the private lives of politicians, the standards of officials and their income, and finally possibilities for change and reform in the political environment and whether they thought these changes would reduce corruption. The final section of the questionnaire asked a series of questions related to the respondent's social demographics (e.g. age, income, education, religion, etc.) and a series of questions used to gauge the respondent's political awareness and knowledge. Finally, the respondent was asked the question "If an election were held today, who would you vote for?"
description: SPSS
DOI: 10.5683/sp3/3uqrpt
title: Evaluation of the fecal microbiota of horses with metabolic syndrome

description: This study evaluated the fecal bacterial microbiota in horses with equine metaboilc syndrome (EMS) compared to healthy controls. It involved single point-in-time collection of feces from horses with EMS and no other apparent clinical abnormalities, along with samples from controls. The objective was to characterize the fecal bacterial microbiota of horses with EMS and to compare that to unaffected horses. Ten horses with EMS and 10 controls were studied. Fecal bacterial microbiota samples were collected from horses stabled in Lexington, Kentucky, United States in the Summer 2013. Sample processing was conducted in 2015 involving the generation of sequence files by Illumina sequencing of 16S rRNA gene (V4 region) amplicons.
DOI: 10.5683/sp3/oni5hw
title: Deep Temporal Models - Gesture recognition using Deep Multimodel Networks

description: &lt;p&gt;This is a pre-processed version of a publicly available dataset used for human gesture recognition application. Our method won the first prize in the Chalearn Looking at People (2014) challenge and we are sharing our implementation that makes use of this pre-processed data.&lt;/p&gt;&lt;p&gt;The DeepGestures application code can be downloaded from &lt;a href="https://github.com/nneverova/deepgestures_lasagne"&gt;DeepGestures Lasagne&lt;/a&gt;&lt;/p&gt;
description: Python
description: Theano
description: Lasagne
description: Type: Abbreviations Notes: DTMGR = Deep Temporal Model Gesture Recognition - used as the abbreviated project name for file naming purposes.
DOI: 10.5683/sp3/3df7wm
title: Patterns of molecular evolution associated with repeatedly evolved traits

description: Genetic sequence data were collected from the database GenBank or other sources. Study 1: sequences represented either marine, inland saline, and freshwater eukaryote lineages. Study 2: sequences represented freshwater and terrestrial-inhabiting insect lineages. Rates of molecular evolution were compared between habitat categories using a phylogenetic framework obtained from published studies of the taxa. Study 3: sequences (available on GenBank) for hexapod lineages were tested for positive and relaxed selection in association with the origin and loss of flight ability.
description: MEGA
description: PAML
description: FastML
description: HyPhy
description: CONVERG2
description: Python
description: R
description: All input and output data files for Study 2 can be opened using a text editor such as Notepad.
DOI: 10.5683/sp3/mnbpiy
title: Novae Res Urbis

description: NRU Publishing produces three weekly news publications, Novæ Res Urbis - Greater Toronto Area Edition, Novæ Res Urbis - City of Toronto Edition, and Novae Res Urbis - Vancouver Edition that focus on municipal politics and urban planning issues in Vancouver, Toronto and in the GTA. Novæ Res Urbis (pronounced nov-eye rays er-bis, a term roughly translated from Latin as “News of the City”) was first published in June 1997, six months before the amalgamation of the seven municipalities of Metropolitan Toronto into the new City of Toronto. The newsletter was conceived by Ian Graham and Bruce Davis based on a belief that with amalgamation would come, not only change, but confusion—the newsletter was to provide up-to-date information on the evolving new city structure and its regular activities, including planning and development matters. By June 1998, NRU published its first GTA newsletter, originally known as GTA/905 Municipal News and later as Novæ Res Urbis Greater Toronto Area Edition. Since then, NRU has provided over ten years of detailed coverage on key developments and issues affecting Toronto and the GTA, and has become an important information source for decision-makers dealing with municipal issues.
DOI: 10.5683/sp3/zxatnt
title: Neptis Foundation

description: The Neptis Foundation conducts and publishes nonpartisan research on the past, present and future of urban regions. An independent, privately-capitalized, charitable foundation, Neptis contributes timely, reliable knowledge and analysis on regional urban development to support informed public decisions and foster understanding of regional issues. Neptis aims to illuminate the condition, structure, change, and growth of urban regions – particularly their built environments and landscapes. It funds and publishes objective data collection and analysis to inform discussions on matters that affect the quality of life in urban regions. Neptis believes that by enriching public knowledge of regional urbanism, it can exert a constructive and creative influence on the course of debate and decisions on regional management. Neptis initiates, supports, and popularizes expert nonpartisan research and opinion on urban regions and their futures by leading academics and other researchers. Neptis serves as a resource to governments, the private sector, practitioners, students, and the public generally. It regards this activity as a kind of informational activism. Neptis seeks to fill voids in regional knowledge, not to duplicate the work of government. It aims to bring scholarly research to public policy formation, and to dissolve boundaries between disciplines- both in research and in policy-making.
DOI: 10.5683/sp3/x8qsq3
title: City of Toronto Economic Indicators - 2012

description: Toronto Economic Indicators is a monthly publication produced by the Economic Development Division. It provides a monthly snapshot of the regional economy, and includes data on employment, unemployment, real estate activity, transit ridership, social indicators, financial indicators, innovation and others. PDF format.
DOI: 10.5683/sp3/qdvgpf
title: Understanding the Creative Economy in China

description: This work critically examines the emergence of a post-industrial economy in China as it continues to transform into a 21st century global leader. On August 15th, 2010, the Financial Times published an article stating that recently released figures from the International Monetary Fund show that China had surpassed Japan as the second-largest economy in the world and predicted that China will maintain its lead going forward . This is an astonishing feat for
an emerging economy, as Japan had previously held the second-place position for over four decades. In recent years, China has outperformed other large emerging economies such as Brazil, Russia and India. As a result, it is important to examine China more closely and understand what is occurring within the country as it continues to grow and develop as a global leader. In the contemporary global environment, lasting economic advantage comes from attracting and retaining a talented and creative workforce. As China begins to transition from an industrial economy to a post-industrial economy, several factors including a more educated workforce, the development of domestic intellectual property and openness to a more diverse range of ideas and people are becoming more important. Against this backdrop, this report explores the emergence of a creative, service-driven, post-industrial economy in China by employing two methods of analysis developed by Richard Florida (2002). The first part of the analysis examines the changing occupational structure of China’s workforce. To execute this part of the analysis, we divide China’s workforce into the four occupational categories defined by Florida (2002): creative class, service class, working class and fishing, farming and forestry class. The second part of the analysis employs what are known as the “3Ts of economic development” to rank China’s regions according to their strengths in supporting a creative economy. The 3Ts of regional economic development include technology (high-tech employment and innovation), talent (education and skills), and tolerance (diversity and openness). The report explores China’s provincial-level regions and three of its four Municipalities, with a special interest in the dynamics and geography of the creative economy.
DOI: 10.5683/sp3/gjq0hf
title: Conference Board of Canada

description: The Conference Board of Canada is a not-for-profit Canadian organization dedicated to researching and analyzing economic trends, as well as organizational performance and public policy issues. Describing itself as objective and non-partisan, The Conference Board of Canada claims not to lobby for special interests. It is funded through fees charged for services delivered to the private and public sectors alike. The organization conducts, publishes and disseminates research on various topics of interest to its members. It publishes research reports, conducts meetings, holds conferences and provides on-line information services, which aim to develop individual leadership skills and organizational capacity.
DOI: 10.5683/sp3/xnyroa
title: CensusCD Neighborhood Change Database (NCDB) 1970-2000

description: The NCDB contains nationwide tract-level data from the 1970, 1980, 1990 and 2000 decennial censuses. CDROM is required to use the data. CD purchased by MPI in 2011 and has been misplaced, though if found it won't run on PCs running Windows 7 or newer. Copy of data is located at Q:\Venture\MasterData\Source\NCDB.
description: Type: Additional Comments;
DOI: 10.15468/dl.748pmh
title: Occurrence Download

description: A dataset containing 22379 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Desmodus rotundus"
 ]
}

 The dataset includes 22379 records from 416 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046456-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.