Keyword search

Description: The SPSD/M is a static microsimulation model designed to analyse financial interactions between governments and individuals in Canada. It can compute taxes paid to and cash transfers received from government. It is comprised of a database, a series of tax/transfer algorithms and models, analytical software and user documentation.

Description: This map viewer displays select databases released as part of the Linkable Open Data Environment (LODE) initiative.

Description: The Open Database of Infrastructure contains the locations of bridges, tunnels, solid waste facilities, pedestrian and cycling paths, public transit stops, and potable water, stormwater and wastewater infrastructure.

This database is compiled from both open and publicly available data sources and is made available under the Open Government License - Canada.

Description: The Open Database of Greenhouses (ODG) is a collection of digitized greenhouses across Canada. ODG is derived from high resolution earth observation imagery captured between 2017-2021, and provided by open data portals, partnerships and agreements controlled by municipal or provincial governments, or by companies which hold an existing National Standing Offer with the Federal Government. The current version (version 1.0) of the ODG contains approximately 2,400 greenhouse records and is released as open data under the Open Government Licence - Canada and provided as zipped shapefiles.

Description:

This paper provides an update to the work of Abbes et al. (2022a) and to the Canadian Patent Research Database (CPRD). The CPRD was created to study patenting, an important indicator of innovative activity, at the micro level.

Description: The Canadian Social Environment Typology (CanSET) data file on cluster membership by dissemination area is a downloadable data file. The file includes information on the variables that were used to create the clusters and a data table with cluster options on membership by dissemination area.

Description:

This paper documents the use of the Worldwide Patent Statistical Database (PATSTAT), a global patent application database created by the European Patent Office, to create the Canadian Research Patent Database at Statistics Canada. Innovation is an important driver of the economy, and patent statistics are recognized as a useful measure of innovative activity. The current version of the Canadian Research Patent Database focuses on the worldwide patent applications of businesses with an address in Canada (Canada-resident businesses).

Description:

Micro-level information on buildings and physical infrastructure is increasing in relevance to social, economic and environmental statistical programs. Alternative data sources and advanced analytical methods can be used to generate some of this information. This paper presents how multiple convolutional neural networks (CNNs) are finetuned to classify buildings into different types (e.g., house, apartment, industrial) using their street-view images. The CNNs use the structure of the façade in the building’s image for classification. Multiple state-of-the-art CNNs are finetuned to accomplish the classification task. The trained models provide a proof of concept and show that CNNs can be used to classify buildings using their street-view imagery. The training and validation performance of the trained CNNs are measured. Furthermore, the trained CNNs are evaluated on a separate test set of street-view imagery. This approach can be used to augment the information available on openly accessible databases, such as the Open Database of Buildings.

Description: The Permanent Census of Population and Housing is the new census strategy adopted in Italy in 2018: it is based on statistical registers combined with data collected through surveys specifically designed to improve registers quality and assure Census outputs. The register at the core of the Permanent Census is the Population Base Register (PBR), whose main administrative sources are the Local Population Registers. The population counts are determined correcting the PBR data with coefficients based on the coverage errors estimated with surveys data, but the need for additional administrative sources clearly emerged while processing the data collected with the first round of Permanent Census. The suspension of surveys due to global-pandemic emergency, together with a serious reduction in census budget for next years, makes more urgent a change in estimation process so to use administrative data as the main source. A thematic register has been set up to exploit all the additional administrative sources: knowledge discovery from this database is essential to extract relevant patterns and to build new dimensions called signs of life, useful for population estimation. The availability of the collected data of the two first waves of Census offers a unique and valuable set for statistical learning: association between surveys results and ‘signs of life’ could be used to build classification model to predict coverage errors in PBR. This paper present the results of the process to produce ‘signs of life’ that proved to be significant in population estimation.

Key Words: Administrative data; Population Census; Statistical Registers; Knowledge discovery from databases.

Description: The Open Database of Recreational and Sport Facilities (ODRSF) is a listing of recreational and sport facilities across Canada from open sources. Facilities are classified into one of the following eighteen types: trails, sports fields, arenas, athletic parks, beaches, casinos, community centres, gyms, marinas, parks, playgrounds, pools, race tracks, rinks, skate parks, splash pads, stadiums, and miscellaneous. The listing contains the names, addresses, and geo coordinates of facilities, as well as the facility type as assigned in the data source. The ODRSF is based on data from authoritative sources that include among them provincial, territorial and municipal governments. The ODRSF is released as open data under the Open Government License - Canada and provided as a zipped comma-separated values (.csv) file.

Description: The SPSD/M is a static microsimulation model designed to analyse financial interactions between governments and individuals in Canada. It can compute taxes paid to and cash transfers received from government. It is comprised of a database, a series of tax/transfer algorithms and models, analytical software and user documentation.

Description: This map viewer displays select databases released as part of the Linkable Open Data Environment (LODE) initiative.

Description: The Open Database of Infrastructure contains the locations of bridges, tunnels, solid waste facilities, pedestrian and cycling paths, public transit stops, and potable water, stormwater and wastewater infrastructure.

This database is compiled from both open and publicly available data sources and is made available under the Open Government License - Canada.

Description: The Open Database of Greenhouses (ODG) is a collection of digitized greenhouses across Canada. ODG is derived from high resolution earth observation imagery captured between 2017-2021, and provided by open data portals, partnerships and agreements controlled by municipal or provincial governments, or by companies which hold an existing National Standing Offer with the Federal Government. The current version (version 1.0) of the ODG contains approximately 2,400 greenhouse records and is released as open data under the Open Government Licence - Canada and provided as zipped shapefiles.

Description: The Canadian Social Environment Typology (CanSET) data file on cluster membership by dissemination area is a downloadable data file. The file includes information on the variables that were used to create the clusters and a data table with cluster options on membership by dissemination area.

Description: The Open Database of Recreational and Sport Facilities (ODRSF) is a listing of recreational and sport facilities across Canada from open sources. Facilities are classified into one of the following eighteen types: trails, sports fields, arenas, athletic parks, beaches, casinos, community centres, gyms, marinas, parks, playgrounds, pools, race tracks, rinks, skate parks, splash pads, stadiums, and miscellaneous. The listing contains the names, addresses, and geo coordinates of facilities, as well as the facility type as assigned in the data source. The ODRSF is based on data from authoritative sources that include among them provincial, territorial and municipal governments. The ODRSF is released as open data under the Open Government License - Canada and provided as a zipped comma-separated values (.csv) file.

Description: The Open Database of Addresses (ODA) is a listing of address points across Canada. The database contains addresses and geo coordinates. The ODA is based on data from authoritative sources that include among them provincial, territorial and municipal governments. The ODA is released as open data under the Open Government License - Canada and provided as a collection of compressed CSV files.

Description: The Open Database of Cultural and Art Facilities (ODCAF) is a listing of cultural and art facilities across Canada. Facilities are classified in to one of the following nine types: art or cultural centre, festival site, gallery, heritage or historic site, library or archive, museum, theatre/performance and concert hall, and miscellaneous.

The listing contains the names, addresses, and geo coordinates of facilities, as well as the facility type as assigned in the data source. The ODCAF is based on data from authoritative sources that include among them provincial, territorial and municipal governments, and professional associations.

The ODCAF is released as open data under the Open Government License - Canada and provided as a zipped comma-separated values (.csv) file.

Description:

The Canadian Freight Analysis Framework (CFAF) integrates data from several sources to create a comprehensive picture of freight flows across the country by geography, commodity and mode of transport. The framework database estimates tonnage, value, and tonne-kilometers by origin and destination, by commodity type, and by mode. The database can be used in a variety of analyses including, for example, assessing highway capacity and forecasting traffic, evaluating investments in infrastructure, examining trade flows, and analyzing policies such as road pricing and multimodal freight programs. The data are provided in spreadsheet format for ease of use. A data dictionary in HTML format is also included to provide information on the variables available in the database. By referring to the CFAF dictionary, data users will gain a better understanding of the data.

Description: The Open Database of Buildings (ODB) is a collection of open data on buildings, primarily building footprints, originating from municipal, regional, and provincial governments. It is a centralized and harmonized repository of building data made available under the Open Government License - Canada. This exploratory initiative aims to contribute to the creation of a complete, comprehensive and open database of buildings in Canada. The current version (version 2.0) of the ODB contains approximately 4.4 million building footprints collected from seven provinces and one territory. These files are made available for download as zipped shapefiles.

Description:

This paper provides an update to the work of Abbes et al. (2022a) and to the Canadian Patent Research Database (CPRD). The CPRD was created to study patenting, an important indicator of innovative activity, at the micro level.

Description:

This paper documents the use of the Worldwide Patent Statistical Database (PATSTAT), a global patent application database created by the European Patent Office, to create the Canadian Research Patent Database at Statistics Canada. Innovation is an important driver of the economy, and patent statistics are recognized as a useful measure of innovative activity. The current version of the Canadian Research Patent Database focuses on the worldwide patent applications of businesses with an address in Canada (Canada-resident businesses).

Description:

Micro-level information on buildings and physical infrastructure is increasing in relevance to social, economic and environmental statistical programs. Alternative data sources and advanced analytical methods can be used to generate some of this information. This paper presents how multiple convolutional neural networks (CNNs) are finetuned to classify buildings into different types (e.g., house, apartment, industrial) using their street-view images. The CNNs use the structure of the façade in the building’s image for classification. Multiple state-of-the-art CNNs are finetuned to accomplish the classification task. The trained models provide a proof of concept and show that CNNs can be used to classify buildings using their street-view imagery. The training and validation performance of the trained CNNs are measured. Furthermore, the trained CNNs are evaluated on a separate test set of street-view imagery. This approach can be used to augment the information available on openly accessible databases, such as the Open Database of Buildings.

Description: The Permanent Census of Population and Housing is the new census strategy adopted in Italy in 2018: it is based on statistical registers combined with data collected through surveys specifically designed to improve registers quality and assure Census outputs. The register at the core of the Permanent Census is the Population Base Register (PBR), whose main administrative sources are the Local Population Registers. The population counts are determined correcting the PBR data with coefficients based on the coverage errors estimated with surveys data, but the need for additional administrative sources clearly emerged while processing the data collected with the first round of Permanent Census. The suspension of surveys due to global-pandemic emergency, together with a serious reduction in census budget for next years, makes more urgent a change in estimation process so to use administrative data as the main source. A thematic register has been set up to exploit all the additional administrative sources: knowledge discovery from this database is essential to extract relevant patterns and to build new dimensions called signs of life, useful for population estimation. The availability of the collected data of the two first waves of Census offers a unique and valuable set for statistical learning: association between surveys results and ‘signs of life’ could be used to build classification model to predict coverage errors in PBR. This paper present the results of the process to produce ‘signs of life’ that proved to be significant in population estimation.

Key Words: Administrative data; Population Census; Statistical Registers; Knowledge discovery from databases.

Description:

This paper presents an open-source system that was developed for automatic estimation of building height from street-view images using Deep Learning (DL), advanced image processing techniques, and geospatial data. The goal of the developed system is to ultimately be used to enrich the Open Database of Buildings (ODB), that was published by Statistics Canada, as a part of the Linkable Open Data Environment (LODE). Some of the obtained results for building-height estimation are presented. Some challenging cases and the scalability of the system are discussed as well.

Description:

Recent advances in artificial intelligence have rekindled ancient fears that robots will replace humans in the economy. Previous waves of automation changed but did not reduce labour’s role, but robots’ human-like flexibility could make this time different. Whether or not it will is an empirical question that has lacked suitable data to answer. This paper describes the creation of a dataset to fill the evidence gap in Canada. Robots! is firm-level panel data on robot adoption created using Canadian import data. The data identify a substantial amount of the robot investment in the Canadian economy from 1996 to 2017. Although many robots are imported by robotics wholesalers or programmers for resale, the majority of them can be attributed to their final (direct) adopting firm. The data can be used to study the impact of robot adoption at the economic region, industry or firm-level.

Description:

The data terminology and concepts covered in this video are datasets, databases, data protection, data variables, micro and macro data, and statistical information.

Description:

This study fills this gap by examining the self-reported mental health (SRMH) of immigrants by admission category and other immigration dimensions (e.g., source world region and duration since landing) and making comparisons with Canadian-born respondents to a population-based survey.

Description:

In this paper a preliminary set of statistical estimates of the amounts invested in Canadian data, databases and data science in recent years are presented. The results indicate rapid growth in investment in data, databases and data science over the last three decades and a significant accumulation of these kinds of capital over time.

Description:

This paper aims to expand the current national accounting concepts and statistical methods for measuring data in order to shed light on some highly consequential changes in society that are related to the rising usage of data. The paper concludes by discussing possible methods that can be used to assign an economic value to the various elements in the information chain and tests these concepts and methods by presenting results for Canada as a first attempt to measure the value of data.

Description:

The Whole Farm Data Base (WFDB) is the product of a joint venture between Agriculture and Agri-Food Canada and Statistics Canada. It was developed with the intention to meet the increasing demands of users of agricultural statistics for more disaggregated data at the whole farm level. The WFDB provides the means for users to evaluate agricultural policies and programs as well as analyze the viability, stability, and competitiveness of various farm businesses.

Integrating into one base the agricultural data, which are available from administrative and survey sources, is the essence of the WFDB. It can offer users access to a wider than ever range of disaggregated physical and financial data at the farm level.

This reference manual will familiarize potential users of the WFDB with the structure of the data base and the quality of the data and give a description of the WFDB products and services that are currently available.

Description:

This paper describes how the analytical program of Statistics Canada's productivity group is used to enhance the quality (relevance, coherence, interpretability) of its products.

Description:

This report contains both inventory of and guide to sources of publicly available data on the nonprofit sector in Canada and a discussion of the characteristics and limitations of these data.

Description:

GeoSuite is a tool for data retrieval, query, and tabular output, with software. GeoSuite allows users to explore the links between all standard levels of geography and to determine geographic codes, names, and population and dwelling counts. GeoSuite includes a dissemination area (DA) reference map listing that facilitates the identification of appropriate DA reference maps.

Description:

The purpose of this report is to provide an overview of existing methods and techniques making use of personal identifiers to support record linkage. Record linkage can be loosely defined as a methodology for manipulating and / or transforming personal identifiers from individual data records from one or more operational databases and subsequently attempting to match these personal identifiers to create a composite record about an individual. Record linkage is not intended to uniquely identify individuals for operational purposes; however, it does provide probabilistic matches of varying degrees of reliability for use in statistical reporting. Techniques employed in record linkage may also be of use for investigative purposes to help narrow the field of search against existing databases when some form of personal identification information exists.

Description:

The publication guides the user through the vast array of labour market and income data sources. It offers detailed descriptions of the various surveys, including the data collected. A summary chart gives snapshot information for comparisons.

Description:

This report provides an overview of an inventory of publicly available data on the nonprofit sector.

Description:

This paper states how SN is preparing for a new era in the making of statistics, as it is triggered by technological and methodological developments. An essential feature of the turn to the new era is the farewell to the stovepipe way of data processing. The paper discusses how new technological and methodological tools will affect processes and their organization. Special emphasis is put on one of the major chances and challenges the new tools offer: establishing coherence in the content of statistics and in the presentation to users.

Description:

The Longitudinal Immigration Database (IMDB) links immigration and taxation administrative records into a comprehensive source of data on the labour market behaviour of the landed immigrant population in Canada. It covers the period 1980 to 1995 and will be updated annually starting with the 1996 tax year in 1999. Statistics Canada manages the database on behalf of a federal-provincial consortium led by Citizenship and Immigration Canada. The IMDB was created specifically to respond to the need for detailed and reliable data on the performance and impact of immigration policies and programs. It is the only source of data at Statistics Canada that provides a direct link between immigration policy levers and the economic performance of immigrants. The paper will examine the issues related to the development of a longitudinal database combining administrative records to support policy-relevant research and analysis. Discussion will focus specifically on the methodological, conceptual, analytical and privacy issues involved in the creation and ongoing development of this database. The paper will also touch briefly on research findings, which illustrate the policy outcome links the IMDB allows policy-makers to investigate.

Description:

The U.S. Manufacturing Plant Ownership Change Database (OCD) was constructed using plant-level data taken from the Census Bureau's Longitudinal Research Database (LRD). It contains data on all manufacturing plants that have experienced ownership change at least once during the period 1963-92. This paper reports the status of the OCD and discuss its research possibilities. For an empirical demonstration, data taken from the database are used to study the effects of ownership changes on plant closure.