CADRE is a cloud-based text and data mining service for large datasets. Over 220 million scientific publications and 1.7 billion citations can be queried and analyzed.
Geodisy is an open-source geospatial discovery platform for Canadian open research data. It indexes datasets from Dataverse repositories, as well as bounding box metadata from all repositories harvested by Federated Research Data Repository (FRDR).
Data conversion and transformation software with a focus on geospatial formats.
Global Mapper is a Geographic Information Systems (GIS) desktop software, specializing in spacial data processing, analysis and visualization.
FADIS is an art and architecture repository and teaching tool consisting of over 250,000 digital images, videos and audio files with accompanying metadata for private study and research.
The University of Toronto Libraries’ MyMedia offers an archival storage and streaming solution for media content. Use MyMedia to upload a wide array of video and audio file formats and manage and share your media. All media files are re-encoded into a standard format for web playback.
The Map and Data Library offers a rich and diverse set of supports and services related to maps, datasets, microdata, data visualization, statistics, geospatial data portals, research data management, and more.
Geospatial datasets collection portal. Includes land-based vector data (water, cultural features, etc.), census geography, orthophotography, and more
The SPSS software platform offers advanced statistical analysis, a vast library of machine learning algorithms, text analysis, open source extensibility, integration with other applications.
Open source tool for exploring, cleaning and manipulating “messy” data.
SciNet is Canada’s largest supercomputer centre, providing Canadian researchers with computational resources and expertise necessary to perform their research. They also offer free education and training on advanced computing skills
The Toronto Region Statistics Canada Research Data Centre (RDC) is a secure computer lab where approved researchers can access and analyze confidential microdata from Statistics Canada surveys and administrative databases, including Census data, General Social Surveys (GSS), and Canadian Community Health Surveys (CCHS).
CanPath provides health, behavioural, genomic and environmental data, as well as biological samples, from over 330,00 Canadian participants to researchers investigating environmental, lifestyle and genetic factors related to the development and progression of cancer and chronic diseases.
CANUE is a consortium made up of voluntary members from the multi-disciplinary fields of environmental health research, health policy, and urban design and planning. CANUE collates and generates standard measures of environmental factors and provides these data to the Canadian research community.
The mandate of the DHN is to design and support initiatives that raise awareness and build upon U of T’s existing strengths in the digital humanities. The DHN supports initiatives that encompass interpretative or theoretical work on a wide variety of computational approaches to humanities research.
Microsoft Excel is a powerful spreadsheet tool that can be used to store, organize, analyze and visualize data.
Digital Scholarship Services at the University of Toronto Libraries (UTL) supports research using digital methods and tools (e.g. text and data mining), and provides help with APIs.
Through a combination of videos, web pages, quizzes, and activities, this self-paced online course will provide an introduction to OpenRefine, a powerful open source tool for exploring, cleaning and manipulating “messy” data.
Through a combination of videos, web pages, quizzes, and activities, this self-paced online course will provide an introduction to R using RStudio. The topics covered are importing and exploring data, graphs, managing data, tidyverse and R markdown.
This introduction video describes institution-wide advanced research computing resources available through the University including: SciNet and Compute Canada; The Southern Ontario Smart Computing Innovation Platform (SOSCIP); and Project Jupyter.
The Carpentries builds global capacity in essential data and computational skills for conducting efficient, open, and reproducible research. The Carpentries project comprises the Software Carpentry, Data Carpentry, and Library Carpentry communities that offer training in foundational computational and data science skills to researchers.
U of T Library’s Digital Preservation and Recovery Service offers tools and services to manage digital content, such as digital preservation, data recovery or media carrier preservation, and more.
These interactive modules by CIHR are designed to help researchers and peer reviewers account for and appropriately assess the integration of sex and gender across multiple areas of health research.
FNIGC does a wide range of work including research, training, capacity building, and knowledge translation, but there foundational work involves data gathering initiatives on- reserve and in Northern First Nations communities.
GitHub is a website offering storage and collaboration tools for software development, based on the version control system Git. Commonly used to host opensource software, it can also be used to host datasets.
Planet.com is a portal where U of T students, staff, and faculty can download satellite imagery of the earth. Use Planet.com to view regional change over time (daily, weekly, monthly, quarterly). Several kinds of imagery, including 3 and 4-band (NIR), are included. There are also some forms of on-the-fly spatial analysis available.
A suite of training videos from the Data Literacy Training Initiative, aimed at those who are new to data or those who have some experience with data but may need a refresher or want to expand their knowledge.
The Alliance participates in Cybersecurity Awareness Month each year in October to help train and support Canadian researchers with the latest cybersecurity practices to help safeguard them and their research. In 2023, the Cybersecurity Training and Awareness Working Group coordinated a series of cybersecurity webinars, workshops and presentations. Recordings of these sessions are now available.
This event was a collaboration between the Digital Research Alliance of Canada, Borealis, and the Alliance’s Curation Events Working Group. In the ever-evolving digital landscape, the management of research data, including data licensing and copyright, is of utmost importance. This 2-hour workshop will provide a forum for participants to learn more about data licensing and copyright. Led by Learning and Training Manager Shanna Hollich from Creative Commons, this event aims to equip participants with the knowledge and best practices they need to effectively navigate the complexities of data licensing and copyright.
The Digital Research Alliance of Canada offered an introductory digital research tools webinar series for humanities, arts and social sciences researchers. The slide decks from these session are now available.
Ontario Data Documentation, Extraction Service and Infrastructure <odesi> is a digital repository for social science data, including polling data. It is a web-based data exploration, extraction and analysis tool that uses the Data Documentation Initiative (DDI) social science data standard. <odesi> provides researchers the ability to search for survey questions (variables) across thousands of datasets. There are both microdata and aggregate data available, in a range of formats.
Access the latest COVID-19 funding opportunities, data and visualizations, and collaboration opportunities.
Re3data is a global registry of research data repositories that covers research data repositories from different academic disciplines. It includes repositories that enable permanent storage of and access to data sets to researchers, funding bodies, publishers, and scholarly institutions.
Suite of desktop and online Geographic Information Systems (GIS) software. GIS software allows for the compilation, analysis and visualization of geographic data. The suite includes, among many others, ArcGIS, ArcGIS Pro, ArcGIS Online, StoryMaps
Gephi is an open-source software for network visualization and analysis.
Application for drawing chemical structures for use in database queries, the preparation of graphics for lab reports and journal articles, providing electronic descriptions of molecules and reactions, and features advanced prediction tools.
Tableau Desktop is a commercial program used to create data visualizations and interactive dashboards. Researchers at U of T can get a free 1-year license for non-commercial academic research or teaching.
Through a combination of videos, web pages, quizzes, and activities, this self-paced online course will use a data visualization design workflow model to introduce participants to best practices and guidelines for designing effective visualizations and evaluating visualizations. Self-enroll using your UTORid.
Through a combination of videos, web pages, quizzes, and activities, this self-paced online course will introduce participants to a common data visualization tool, Tableau Desktop. Self-enroll using your UTORid.
Jupyter is an open-source tool that supports interactive data science and scientific computing across programming languages. There is a JupyterHub at SciNet available for research use.
Through a combination of lecture and activities, this self-paced, online course will introduce participants to best practices and guidelines for designing effective infographics and evaluating them.
Native Land is an app to help map Indigenous territories, treaties, and languages.
The staff at the graphics support services can help you with a wide range of services including: wide-format printing, copy & finishing services, scanning, and graphic design.
A guide on how to use Generative AI for image generation, editing, concept creation, development. It also includes information on how to cite Generative AI.
U of T’s information security awareness and education initiative.
The UTM Safe Travels Pilot Program was developed to help U of T faculty and staff safeguard U of T data when traveling abroad. The pilot program includes a pre-travel security consultation and laptop loan program.
U of T Dataverse is a multi-disciplinary repository open to U of T researchers to deposit and share research data. It can also be used to discover and reuse data produced by other researchers. Deposited datasets receive DOIs. Files are held in a secure environment on Canadian servers.
TSpace is an open access research repository established by University of Toronto Libraries to disseminate and preserve the scholarly record of the University of Toronto community, including faculty and graduate student research.
The BRU is a collaborative team of experienced statisticians providing biostatistical guidance to affiliated researchers throughout the life cycle of a project.
Find out about available tools and supports to collect and store research data securely.
U of T Library resources to support researchers with information and guidance on research data management.
This document provides a comparison of REDCap and Microsoft Form features, and provides suggestions about appropriate use cases.
This information video describes the use of data repositories for long-term storage and sharing of research data. The video discusses U of T Dataverse and TSpace and provides resources for identifying external repositories.
The Alliance serves Canadian researchers, with the objective of advancing Canada’s position as a leader in the knowledge economy on the international stage. By integrating, championing and funding the infrastructure and activities required for advanced research computing (ARC), research data management (RDM) and research software (RS), the Alliance provides the platform for the research community to access tools and services.
FRDR is a platform for digital Research Data Management (RDM) and a robust repository option into which large research datasets can be ingested, curated, processed for preservation, discovered, cited, and shared.
DMP Assistant is an all-purpose tool for preparing data management plans (DMPs). Researchers will be guided through best practices in data stewardship. The tool walks researchers step-by-step through a number of key questions about data management. Guidance and examples are provided.
Principles of ownership, control, access, and possession (OCAP®) assert that First Nations have control over data collection processes, and own and control how this information can be used. The First Nations Information Governance Centre offers education and training to help understand and respect OCAP®.
Chapter 9 of the Tri-Council Policy Statement: Ethical Conduct for Research Involving Humans (TCPS 2) is designed to serve as a framework for the ethical conduct of research involving Indigenous peoples in Canada.
Guidelines prepared by the Ethics Office of the Canadian Institutes of Health Research (CIHR), in conjunction with its Institute of Aboriginal Peoples’ Health, to assist researchers and institutions in carrying out ethical and culturally competent research involving Aboriginal people.
The Social Sciences and Humanities Research Council (SSHRC) has a number of tools specifically intended to support applicants working in Indigenous research; merit reviewers assessing applications related to Indigenous research; and communities and other research partners engaged in Indigenous research.
This information video introduces digital research preservation in the context of the research data lifecycle and describes institution-wide digital preservation resources available at U of T.
The workshop series on Research Data Management for biomedical researchers was developed by the Ottawa Data Champions Team and funded by the Digital Research Alliance of Canada. Access https://www.ohri.ca/journalology/ottawa-data-champions to learn more.
What is research data? Where is the push towards formal Research Data Management coming from? What are the requirements of good data management? Research Data Management in the Canadian Context: A Guide for Practitioners and Learners looks at these questions and more, all with a focus on Canadian guidelines, regulations and infrastructure.
Microsoft OneDrive is a secure, personal, cloud-based document management and file storage application, with sharing capabilities that include editing.
Academic researchers can request a modest amount of storage for research data at no cost. Resources are available through ‘opportunistic use’, i.e., a shared pool of unallocated resources.
Compute Canada deploys state-of-the-art advanced research computing systems and storage, and provides support for large-scale, data-intensive research projects. Compute Canada provides support to researchers in the Humanities and Social Sciences that includes robust storage solutions.
Microsoft SharePoint Online is a secure cloud-based platform that enables groups to collaborate, share, store, and publish documents or web content.
Microsoft Stream is a secure video service that allows you to share recordings of classes, meetings, presentations, training sessions and related videos. With Stream, users can access their videos on multiple devices from any location and deliver both live and on-demand videos to curated audiences.
CADRE is a cloud-based text and data mining service for large datasets. Over 220 million scientific publications and 1.7 billion citations can be queried and analyzed.
Geodisy is an open-source geospatial discovery platform for Canadian open research data. It indexes datasets from Dataverse repositories, as well as bounding box metadata from all repositories harvested by Federated Research Data Repository (FRDR).
Data conversion and transformation software with a focus on geospatial formats.
Global Mapper is a Geographic Information Systems (GIS) desktop software, specializing in spacial data processing, analysis and visualization.
FADIS is an art and architecture repository and teaching tool consisting of over 250,000 digital images, videos and audio files with accompanying metadata for private study and research.
The University of Toronto Libraries’ MyMedia offers an archival storage and streaming solution for media content. Use MyMedia to upload a wide array of video and audio file formats and manage and share your media. All media files are re-encoded into a standard format for web playback.
Geospatial datasets collection portal. Includes land-based vector data (water, cultural features, etc.), census geography, orthophotography, and more
The SPSS software platform offers advanced statistical analysis, a vast library of machine learning algorithms, text analysis, open source extensibility, integration with other applications.
Open source tool for exploring, cleaning and manipulating “messy” data.
CanPath provides health, behavioural, genomic and environmental data, as well as biological samples, from over 330,00 Canadian participants to researchers investigating environmental, lifestyle and genetic factors related to the development and progression of cancer and chronic diseases.
CANUE is a consortium made up of voluntary members from the multi-disciplinary fields of environmental health research, health policy, and urban design and planning. CANUE collates and generates standard measures of environmental factors and provides these data to the Canadian research community.
The mandate of the DHN is to design and support initiatives that raise awareness and build upon U of T’s existing strengths in the digital humanities. The DHN supports initiatives that encompass interpretative or theoretical work on a wide variety of computational approaches to humanities research.
Microsoft Excel is a powerful spreadsheet tool that can be used to store, organize, analyze and visualize data.
Digital Scholarship Services at the University of Toronto Libraries (UTL) supports research using digital methods and tools (e.g. text and data mining), and provides help with APIs.
This introduction video describes institution-wide advanced research computing resources available through the University including: SciNet and Compute Canada; The Southern Ontario Smart Computing Innovation Platform (SOSCIP); and Project Jupyter.
The Carpentries builds global capacity in essential data and computational skills for conducting efficient, open, and reproducible research. The Carpentries project comprises the Software Carpentry, Data Carpentry, and Library Carpentry communities that offer training in foundational computational and data science skills to researchers.
U of T Library’s Digital Preservation and Recovery Service offers tools and services to manage digital content, such as digital preservation, data recovery or media carrier preservation, and more.
These interactive modules by CIHR are designed to help researchers and peer reviewers account for and appropriately assess the integration of sex and gender across multiple areas of health research.
FNIGC does a wide range of work including research, training, capacity building, and knowledge translation, but there foundational work involves data gathering initiatives on- reserve and in Northern First Nations communities.
GitHub is a website offering storage and collaboration tools for software development, based on the version control system Git. Commonly used to host opensource software, it can also be used to host datasets.
Planet.com is a portal where U of T students, staff, and faculty can download satellite imagery of the earth. Use Planet.com to view regional change over time (daily, weekly, monthly, quarterly). Several kinds of imagery, including 3 and 4-band (NIR), are included. There are also some forms of on-the-fly spatial analysis available.
A suite of training videos from the Data Literacy Training Initiative, aimed at those who are new to data or those who have some experience with data but may need a refresher or want to expand their knowledge.
Ontario Data Documentation, Extraction Service and Infrastructure <odesi> is a digital repository for social science data, including polling data. It is a web-based data exploration, extraction and analysis tool that uses the Data Documentation Initiative (DDI) social science data standard. <odesi> provides researchers the ability to search for survey questions (variables) across thousands of datasets. There are both microdata and aggregate data available, in a range of formats.
Access the latest COVID-19 funding opportunities, data and visualizations, and collaboration opportunities.
Re3data is a global registry of research data repositories that covers research data repositories from different academic disciplines. It includes repositories that enable permanent storage of and access to data sets to researchers, funding bodies, publishers, and scholarly institutions.
Suite of desktop and online Geographic Information Systems (GIS) software. GIS software allows for the compilation, analysis and visualization of geographic data. The suite includes, among many others, ArcGIS, ArcGIS Pro, ArcGIS Online, StoryMaps
Gephi is an open-source software for network visualization and analysis.
Application for drawing chemical structures for use in database queries, the preparation of graphics for lab reports and journal articles, providing electronic descriptions of molecules and reactions, and features advanced prediction tools.
Tableau Desktop is a commercial program used to create data visualizations and interactive dashboards. Researchers at U of T can get a free 1-year license for non-commercial academic research or teaching.
Through a combination of videos, web pages, quizzes, and activities, this self-paced online course will use a data visualization design workflow model to introduce participants to best practices and guidelines for designing effective visualizations and evaluating visualizations. Self-enroll using your UTORid.
Through a combination of videos, web pages, quizzes, and activities, this self-paced online course will introduce participants to a common data visualization tool, Tableau Desktop. Self-enroll using your UTORid.
Jupyter is an open-source tool that supports interactive data science and scientific computing across programming languages. There is a JupyterHub at SciNet available for research use.
Through a combination of lecture and activities, this self-paced, online course will introduce participants to best practices and guidelines for designing effective infographics and evaluating them.
Native Land is an app to help map Indigenous territories, treaties, and languages.
A guide on how to use Generative AI for image generation, editing, concept creation, development. It also includes information on how to cite Generative AI.
U of T Dataverse is a multi-disciplinary repository open to U of T researchers to deposit and share research data. It can also be used to discover and reuse data produced by other researchers. Deposited datasets receive DOIs. Files are held in a secure environment on Canadian servers.
TSpace is an open access research repository established by University of Toronto Libraries to disseminate and preserve the scholarly record of the University of Toronto community, including faculty and graduate student research.
The BRU is a collaborative team of experienced statisticians providing biostatistical guidance to affiliated researchers throughout the life cycle of a project.
Find out about available tools and supports to collect and store research data securely.
U of T Library resources to support researchers with information and guidance on research data management.
This document provides a comparison of REDCap and Microsoft Form features, and provides suggestions about appropriate use cases.
This information video describes the use of data repositories for long-term storage and sharing of research data. The video discusses U of T Dataverse and TSpace and provides resources for identifying external repositories.
The Alliance serves Canadian researchers, with the objective of advancing Canada’s position as a leader in the knowledge economy on the international stage. By integrating, championing and funding the infrastructure and activities required for advanced research computing (ARC), research data management (RDM) and research software (RS), the Alliance provides the platform for the research community to access tools and services.
FRDR is a platform for digital Research Data Management (RDM) and a robust repository option into which large research datasets can be ingested, curated, processed for preservation, discovered, cited, and shared.
DMP Assistant is an all-purpose tool for preparing data management plans (DMPs). Researchers will be guided through best practices in data stewardship. The tool walks researchers step-by-step through a number of key questions about data management. Guidance and examples are provided.
Principles of ownership, control, access, and possession (OCAP®) assert that First Nations have control over data collection processes, and own and control how this information can be used. The First Nations Information Governance Centre offers education and training to help understand and respect OCAP®.
Chapter 9 of the Tri-Council Policy Statement: Ethical Conduct for Research Involving Humans (TCPS 2) is designed to serve as a framework for the ethical conduct of research involving Indigenous peoples in Canada.
Guidelines prepared by the Ethics Office of the Canadian Institutes of Health Research (CIHR), in conjunction with its Institute of Aboriginal Peoples’ Health, to assist researchers and institutions in carrying out ethical and culturally competent research involving Aboriginal people.
The Social Sciences and Humanities Research Council (SSHRC) has a number of tools specifically intended to support applicants working in Indigenous research; merit reviewers assessing applications related to Indigenous research; and communities and other research partners engaged in Indigenous research.
This information video introduces digital research preservation in the context of the research data lifecycle and describes institution-wide digital preservation resources available at U of T.
The workshop series on Research Data Management for biomedical researchers was developed by the Ottawa Data Champions Team and funded by the Digital Research Alliance of Canada. Access https://www.ohri.ca/journalology/ottawa-data-champions to learn more.
Microsoft OneDrive is a secure, personal, cloud-based document management and file storage application, with sharing capabilities that include editing.
Academic researchers can request a modest amount of storage for research data at no cost. Resources are available through ‘opportunistic use’, i.e., a shared pool of unallocated resources.
Compute Canada deploys state-of-the-art advanced research computing systems and storage, and provides support for large-scale, data-intensive research projects. Compute Canada provides support to researchers in the Humanities and Social Sciences that includes robust storage solutions.
Microsoft SharePoint Online is a secure cloud-based platform that enables groups to collaborate, share, store, and publish documents or web content.
Microsoft Stream is a secure video service that allows you to share recordings of classes, meetings, presentations, training sessions and related videos. With Stream, users can access their videos on multiple devices from any location and deliver both live and on-demand videos to curated audiences.
U of T’s information security awareness and education initiative.
This document provides a comparison of REDCap and Microsoft Form features, and provides suggestions about appropriate use cases.
Microsoft OneDrive is a secure, personal, cloud-based document management and file storage application, with sharing capabilities that include editing.
Microsoft SharePoint Online is a secure cloud-based platform that enables groups to collaborate, share, store, and publish documents or web content.
The Map and Data Library offers a rich and diverse set of supports and services related to maps, datasets, microdata, data visualization, statistics, geospatial data portals, research data management, and more.
SciNet is Canada’s largest supercomputer centre, providing Canadian researchers with computational resources and expertise necessary to perform their research. They also offer free education and training on advanced computing skills
The Toronto Region Statistics Canada Research Data Centre (RDC) is a secure computer lab where approved researchers can access and analyze confidential microdata from Statistics Canada surveys and administrative databases, including Census data, General Social Surveys (GSS), and Canadian Community Health Surveys (CCHS).
CanPath provides health, behavioural, genomic and environmental data, as well as biological samples, from over 330,00 Canadian participants to researchers investigating environmental, lifestyle and genetic factors related to the development and progression of cancer and chronic diseases.
CANUE is a consortium made up of voluntary members from the multi-disciplinary fields of environmental health research, health policy, and urban design and planning. CANUE collates and generates standard measures of environmental factors and provides these data to the Canadian research community.
The mandate of the DHN is to design and support initiatives that raise awareness and build upon U of T’s existing strengths in the digital humanities. The DHN supports initiatives that encompass interpretative or theoretical work on a wide variety of computational approaches to humanities research.
Digital Scholarship Services at the University of Toronto Libraries (UTL) supports research using digital methods and tools (e.g. text and data mining), and provides help with APIs.
The staff at the graphics support services can help you with a wide range of services including: wide-format printing, copy & finishing services, scanning, and graphic design.
The Alliance serves Canadian researchers, with the objective of advancing Canada’s position as a leader in the knowledge economy on the international stage. By integrating, championing and funding the infrastructure and activities required for advanced research computing (ARC), research data management (RDM) and research software (RS), the Alliance provides the platform for the research community to access tools and services.
FRDR is a platform for digital Research Data Management (RDM) and a robust repository option into which large research datasets can be ingested, curated, processed for preservation, discovered, cited, and shared.