Employment by Indigenous identity and level of education (Apprentice/trade), Hamilton, ON

Statistics Canada. Table 98-10-0587-01 Employment income statistics by occupation minor group, Indigenous identity, highest level of education, work activity during the reference year, age and gender: Canada, provinces and territories and census metropolitan areas with parts https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=9810058701

"Employment income statistics by occupation minor group, Indigenous identity, highest level of education, work activity during the reference year, age and gender: Canada, provinces and territories and census metropolitan areas with parts (1) Frequency: Occasional Table: 98-10-0587-01 Release date: 2023-06-21 Geography: Canada, Province or territory, Census metropolitan area, Census metropolitan area part Universe: Population aged 15 years and over with weeks worked in 2020 and employment income in 2020, in private households, 2021 Census — 25% Sample data Variable List: Occupation - Minor group - National Occupational Classification (NOC) 2021 (309A), Statistics (3), Indigenous identity (9), Highest certificate, diploma or degree (7), Work activity during the reference year (4), Gender and age (7), Employment income statistics (3)
Abbreviation notes: List of abbreviations and acronyms found within various Census products. (https://www12.statcan.gc.ca/census-recensement/2021/ref/symb-ab-acr-eng.cfm) iBall: i24 Geography name: Hamilton; Geographic area type: Census metropolitan area; Geographic area type abbreviation: CMA; Geographic level: Census metropolitan area; Province or territory abbreviation: Ont.; Dissemination Geography Unique Identifier (DGUID): 2021S0503537; Alternative geographic code: 537; Province or territory geocode: 35; Long-form total non-response rate: 3.0; Data quality flag: 00000; Data quality note: ...
Footnotes: 1 The concept of work activity is derived based on responses to the number of weeks worked during the reference year and during those weeks worked in 2020, if the individual worked mostly full-time or part-time. The work activity concept uses the reference year January to December 2020, as does census income data.  As a result, when comparing to income data, there could be workers reporting a certain number of weeks worked in 2020 without any earnings reported for that year. There could also be workers who did not report any work activity (no weeks worked) in 2020 but did have earnings in that year. Although it is possible to have pre-payment or retroactive pay of employment income, it is uncertain if the extent of such arrangements is captured accurately in the long-form questionnaire. Moreover, some self-employed workers receive dividends instead of earnings and proxy reporting as well as respondents' inaccurate recall for the year 2020 could also be contributing factors to explain these inconsistencies. 2 Indigenous identity  Indigenous identity refers to whether the person identified with the Indigenous peoples of Canada. This includes those who identify as First Nations (North American Indian), Métis and/or Inuk (Inuit), and/or those who report being Registered or Treaty Indians (that is, registered under the Indian Act of Canada), and/or those who have membership in a First Nation or Indian band. Aboriginal peoples of Canada (referred to here as Indigenous peoples) are defined in the Constitution Act, 1982, Section 35 (2) as including the Indian, Inuit and Métis peoples of Canada. 3 Highest certificate, diploma or degree  Highest certificate, diploma or degree is the classification used in the census to measure the broader concept of 'Educational attainment.'  This variable refers to the highest level of education that a person has successfully completed and is derived from the educational qualifications questions, which asked for all certificates, diplomas and degrees to be reported.  The general hierarchy used in deriving this variable (high school, trades, college, university) is loosely tied to the 'in-class' duration of the various types of education. At the detailed level, someone who has completed one type of certificate, diploma or degree will not necessarily have completed the credentials listed below it in the hierarchy. For example, a person with an apprenticeship or trades certificate or diploma may not have completed a high school certificate or diploma, nor does an individual with a 'master's degree' necessarily have a 'university certificate or diploma above bachelor level.' Although the hierarchy may not fit all programs perfectly, it gives a general measure of educational attainment.  This variable is reported for persons aged 15 years and over in private households. 4 Work activity during the reference year    'Work activity during the reference year' refers to whether or not a person 15 years or over worked during the reference year. For those who did work, this refers to the number of weeks in which the person worked for pay or in self-employment during the reference year at all jobs held, even if only for a few hours, and whether these weeks were mostly full time (30 hours or more per week) or mostly part time (less than 30 hours per week). 5 Age  Age refers to the age of a person (or subject) of interest at last birthday (or relative to a specified, well-defined reference date).  Gender  Gender refers to an individual's personal and social identity as a man, woman or non-binary person (a person who is not exclusively a man or a woman).  Gender includes the following concepts:  gender identity, which refers to the gender that a person feels internally and individually;  gender expression, which refers to the way a person presents their gender, regardless of their gender identity, through body language, aesthetic choices or accessories (e.g., clothes, hairstyle and makeup), which may have traditionally been associated with a specific gender.  A person's gender may differ from their sex at birth, and from what is indicated on their current identification or legal documents such as their birth certificate, passport or driver's licence. A person's gender may change over time.  Some people may not identify with a specific gender.  Given that the non-binary population is small, data aggregation to a two-category gender variable is sometimes necessary to protect the confidentiality of responses provided. In these cases, individuals in the category “non-binary persons” are distributed into the other two gender categories and are denoted by the “+” symbol. 6 Occupation (based on the National Occupational Classification [NOC] 2021 Version 1.0)  Occupation refers to the kind of work performed in a job, a job being all the tasks carried out by a particular worker to complete his or her duties. An occupation is a set of jobs that are sufficiently similar in work performed.  Kind of work is described in terms of tasks, duties and responsibilities, often including factors such as materials processed or used, the industrial processes used, the equipment used, and the products or services provided. Occupations are generally homogeneous with respect to skill type and skill level.  Occupation applies to the contribution of labour to that part of economic activity that is within the production boundary defined for the System of National Accounts. 7 Users should be aware that the estimates associated with this variable are more affected than most by the incomplete enumeration of certain reserves and settlements in the Census of Population.   For more information on Indigenous variables, including information on their classifications, the questions from which they are derived, data quality and their comparability with other sources of data, please refer to the Indigenous Peoples Reference Guide, Census of Population, 2021 and the Indigenous Peoples Technical Report, Census of Population, 2021. 8 This category includes persons who identify as any two or all three of the following: First Nations (North American Indian), Métis and/or Inuk (Inuit). 9 This category includes persons who do not identify as First Nations (North American Indian), Métis or Inuk (Inuit) but who report having Registered or Treaty Indian status and/or Membership in a First Nation or Indian band. 10 'Apprenticeship or trades certificate or diploma' includes Certificates of Apprenticeship, Certificates of Qualification and Journeyperson's designations, as well as other trades certificates or diplomas such as pre-employment or vocational certificates and diplomas from brief trade programs completed at colleges, institutes of technology, vocational centres and similar institutions. It also includes qualifications from vocational training programs in the province of Quebec such as the Diplôme d'études professionnelles (DEP)/Diploma of Vocational Studies (DVS). 11 Refers to the number of weeks in which a person aged 15 years and over worked for pay or in self-employment in 2020 at all jobs held, even if only for a few hours, and whether these weeks were mostly full time (30 hours or more per week) or mostly part time (less than 30 hours per week). 12 Employment income - All income received as wages, salaries and commissions from paid employment and net self-employment income from farm or non-farm unincorporated business and/or professional practice during the reference period. For the 2021 Census, the reference period for income data is the calendar year 2020, unless otherwise specified. 13 Refers to the kind of work performed by persons aged 15 years and over as determined by their kind of work and the description of the main activities in their job. The occupation data are produced according to the National Occupational Classification [NOC] 2021 version 1.0.  Occupation codes are based on write-in descriptions of the respondents’ job title and main duties/responsibilities. Incomplete or vague write-in responses can reduce the accuracy of the codes assigned, particularly for the most detailed levels of the occupation classification. For example, when ‘sales’ is provided as a description of main duties or responsibilities, any one of the codes corresponding to sales associate, sales supervisor or sales manager could be assigned.  The potential for inaccuracy in occupation codes is elevated for smaller domains, when increased sampling variability also impacts the accuracy of estimates. In such situations, users are advised to consider using broader occupation categories. 14 Includes persons aged 15 years and over who never worked for pay or in self-employment, or last worked for pay or in self-employment prior to 2020. 15 Includes persons aged 15 years and over who have worked at some point in time between January 2020 and May 2021. "

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Last Updated March 25, 2026, 01:50 (UTC)
Created March 25, 2026, 01:50 (UTC)
Domain / Topic
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Title
Title for the Dataset.
Employment by Indigenous identity and level of education (Apprentice/trade), Hamilton, ON
Description
A description of the dataset.

Statistics Canada. Table 98-10-0587-01 Employment income statistics by occupation minor group, Indigenous identity, highest level of education, work activity during the reference year, age and gender: Canada, provinces and territories and census metropolitan areas with parts https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=9810058701

"Employment income statistics by occupation minor group, Indigenous identity, highest level of education, work activity during the reference year, age and gender: Canada, provinces and territories and census metropolitan areas with parts (1) Frequency: Occasional Table: 98-10-0587-01 Release date: 2023-06-21 Geography: Canada, Province or territory, Census metropolitan area, Census metropolitan area part Universe: Population aged 15 years and over with weeks worked in 2020 and employment income in 2020, in private households, 2021 Census — 25% Sample data Variable List: Occupation - Minor group - National Occupational Classification (NOC) 2021 (309A), Statistics (3), Indigenous identity (9), Highest certificate, diploma or degree (7), Work activity during the reference year (4), Gender and age (7), Employment income statistics (3)
Abbreviation notes: List of abbreviations and acronyms found within various Census products. (https://www12.statcan.gc.ca/census-recensement/2021/ref/symb-ab-acr-eng.cfm) iBall: i24 Geography name: Hamilton; Geographic area type: Census metropolitan area; Geographic area type abbreviation: CMA; Geographic level: Census metropolitan area; Province or territory abbreviation: Ont.; Dissemination Geography Unique Identifier (DGUID): 2021S0503537; Alternative geographic code: 537; Province or territory geocode: 35; Long-form total non-response rate: 3.0; Data quality flag: 00000; Data quality note: ...
Footnotes: 1 The concept of work activity is derived based on responses to the number of weeks worked during the reference year and during those weeks worked in 2020, if the individual worked mostly full-time or part-time. The work activity concept uses the reference year January to December 2020, as does census income data.  As a result, when comparing to income data, there could be workers reporting a certain number of weeks worked in 2020 without any earnings reported for that year. There could also be workers who did not report any work activity (no weeks worked) in 2020 but did have earnings in that year. Although it is possible to have pre-payment or retroactive pay of employment income, it is uncertain if the extent of such arrangements is captured accurately in the long-form questionnaire. Moreover, some self-employed workers receive dividends instead of earnings and proxy reporting as well as respondents' inaccurate recall for the year 2020 could also be contributing factors to explain these inconsistencies. 2 Indigenous identity  Indigenous identity refers to whether the person identified with the Indigenous peoples of Canada. This includes those who identify as First Nations (North American Indian), Métis and/or Inuk (Inuit), and/or those who report being Registered or Treaty Indians (that is, registered under the Indian Act of Canada), and/or those who have membership in a First Nation or Indian band. Aboriginal peoples of Canada (referred to here as Indigenous peoples) are defined in the Constitution Act, 1982, Section 35 (2) as including the Indian, Inuit and Métis peoples of Canada. 3 Highest certificate, diploma or degree  Highest certificate, diploma or degree is the classification used in the census to measure the broader concept of 'Educational attainment.'  This variable refers to the highest level of education that a person has successfully completed and is derived from the educational qualifications questions, which asked for all certificates, diplomas and degrees to be reported.  The general hierarchy used in deriving this variable (high school, trades, college, university) is loosely tied to the 'in-class' duration of the various types of education. At the detailed level, someone who has completed one type of certificate, diploma or degree will not necessarily have completed the credentials listed below it in the hierarchy. For example, a person with an apprenticeship or trades certificate or diploma may not have completed a high school certificate or diploma, nor does an individual with a 'master's degree' necessarily have a 'university certificate or diploma above bachelor level.' Although the hierarchy may not fit all programs perfectly, it gives a general measure of educational attainment.  This variable is reported for persons aged 15 years and over in private households. 4 Work activity during the reference year    'Work activity during the reference year' refers to whether or not a person 15 years or over worked during the reference year. For those who did work, this refers to the number of weeks in which the person worked for pay or in self-employment during the reference year at all jobs held, even if only for a few hours, and whether these weeks were mostly full time (30 hours or more per week) or mostly part time (less than 30 hours per week). 5 Age  Age refers to the age of a person (or subject) of interest at last birthday (or relative to a specified, well-defined reference date).  Gender  Gender refers to an individual's personal and social identity as a man, woman or non-binary person (a person who is not exclusively a man or a woman).  Gender includes the following concepts:  gender identity, which refers to the gender that a person feels internally and individually;  gender expression, which refers to the way a person presents their gender, regardless of their gender identity, through body language, aesthetic choices or accessories (e.g., clothes, hairstyle and makeup), which may have traditionally been associated with a specific gender.  A person's gender may differ from their sex at birth, and from what is indicated on their current identification or legal documents such as their birth certificate, passport or driver's licence. A person's gender may change over time.  Some people may not identify with a specific gender.  Given that the non-binary population is small, data aggregation to a two-category gender variable is sometimes necessary to protect the confidentiality of responses provided. In these cases, individuals in the category “non-binary persons” are distributed into the other two gender categories and are denoted by the “+” symbol. 6 Occupation (based on the National Occupational Classification [NOC] 2021 Version 1.0)  Occupation refers to the kind of work performed in a job, a job being all the tasks carried out by a particular worker to complete his or her duties. An occupation is a set of jobs that are sufficiently similar in work performed.  Kind of work is described in terms of tasks, duties and responsibilities, often including factors such as materials processed or used, the industrial processes used, the equipment used, and the products or services provided. Occupations are generally homogeneous with respect to skill type and skill level.  Occupation applies to the contribution of labour to that part of economic activity that is within the production boundary defined for the System of National Accounts. 7 Users should be aware that the estimates associated with this variable are more affected than most by the incomplete enumeration of certain reserves and settlements in the Census of Population.   For more information on Indigenous variables, including information on their classifications, the questions from which they are derived, data quality and their comparability with other sources of data, please refer to the Indigenous Peoples Reference Guide, Census of Population, 2021 and the Indigenous Peoples Technical Report, Census of Population, 2021. 8 This category includes persons who identify as any two or all three of the following: First Nations (North American Indian), Métis and/or Inuk (Inuit). 9 This category includes persons who do not identify as First Nations (North American Indian), Métis or Inuk (Inuit) but who report having Registered or Treaty Indian status and/or Membership in a First Nation or Indian band. 10 'Apprenticeship or trades certificate or diploma' includes Certificates of Apprenticeship, Certificates of Qualification and Journeyperson's designations, as well as other trades certificates or diplomas such as pre-employment or vocational certificates and diplomas from brief trade programs completed at colleges, institutes of technology, vocational centres and similar institutions. It also includes qualifications from vocational training programs in the province of Quebec such as the Diplôme d'études professionnelles (DEP)/Diploma of Vocational Studies (DVS). 11 Refers to the number of weeks in which a person aged 15 years and over worked for pay or in self-employment in 2020 at all jobs held, even if only for a few hours, and whether these weeks were mostly full time (30 hours or more per week) or mostly part time (less than 30 hours per week). 12 Employment income - All income received as wages, salaries and commissions from paid employment and net self-employment income from farm or non-farm unincorporated business and/or professional practice during the reference period. For the 2021 Census, the reference period for income data is the calendar year 2020, unless otherwise specified. 13 Refers to the kind of work performed by persons aged 15 years and over as determined by their kind of work and the description of the main activities in their job. The occupation data are produced according to the National Occupational Classification [NOC] 2021 version 1.0.  Occupation codes are based on write-in descriptions of the respondents’ job title and main duties/responsibilities. Incomplete or vague write-in responses can reduce the accuracy of the codes assigned, particularly for the most detailed levels of the occupation classification. For example, when ‘sales’ is provided as a description of main duties or responsibilities, any one of the codes corresponding to sales associate, sales supervisor or sales manager could be assigned.  The potential for inaccuracy in occupation codes is elevated for smaller domains, when increased sampling variability also impacts the accuracy of estimates. In such situations, users are advised to consider using broader occupation categories. 14 Includes persons aged 15 years and over who never worked for pay or in self-employment, or last worked for pay or in self-employment prior to 2020. 15 Includes persons aged 15 years and over who have worked at some point in time between January 2020 and May 2021. "
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40.0
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2024-07-31
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GeoSpatial Area Data Span
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public
License
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License not specified
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Location
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https://hamiltondatacatalog-mcmaster.hub.arcgis.com/datasets/c2068205751c4e39919947eb070575f2
Data Service
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Owner
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koke_McMaster
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Author
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koke_McMaster
Author Email
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Accessed At
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2024-07-31
Field Value
Identifier
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c2068205751c4e39919947eb070575f2
Language
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English
Link to dataset description
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https://hamiltondatacatalog-mcmaster.hub.arcgis.com/datasets/c2068205751c4e39919947eb070575f2
Persistent Identifier
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Globally Unique Identifier
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Contains data about individuals
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Contains data about identifiable individuals
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Contains Indigenous Data
Does the data hold data about Indigenous communities?
Portal Type
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Field Value
Version
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None
Source
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None
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Temporal resolution
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GeoSpatial resolution in meters
Describes how granular (in meters) geospatial data is in the dataset.
GeoSpatial resolution (in regions)
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Field Value
Indigenous Community Permission
Who holds the Indigenous Community Permission. Who to contact regarding access to a dataset that has data about Indigenous communities.
Community Permission
Community permission (who gave permission).
The Indigenous communities the dataset is about
Indigenous communities from which data is derived.
Field Value
Number of data rows
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65
Number of data columns
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9
Number of data cells
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585
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