About this dataset

Context

The dataset tabulates the Glasgow household income by gender. The dataset can be utilized to understand the gender-based income distribution of Glasgow income.

Content

The dataset will have the following datasets when applicable

Please note: The 2020 1-Year ACS estimates data was not reported by the Census Bureau due to the impact on survey collection and analysis caused by COVID-19. Consequently, median household income data for 2020 is unavailable for large cities (population 65,000 and above).

• Glasgow, MT annual median income by work experience and sex dataset : Aged 15+, 2010-2022 (in 2022 inflation-adjusted dollars)
• Glasgow, MT annual income distribution by work experience and gender dataset (Number of individuals ages 15+ with income, 2021)

Good to know

Margin of Error

Data in the dataset are based on the estimates and are subject to sampling variability and thus a margin of error. Neilsberg Research recommends using caution when presening these estimates in your research.

Custom data

If you do need custom data for any of your research project, report or presentation, you can contact our research staff at research@neilsberg.com for a feasibility of a custom tabulation on a fee-for-service basis.

Inspiration

Neilsberg Research Team curates, analyze and publishes demographics and economic data from a variety of public and proprietary sources, each of which often includes multiple surveys and programs. The large majority of Neilsberg Research aggregated datasets and insights is made available for free download at https://www.neilsberg.com/research/.

Interested in deeper insights and visual analysis?

Explore our comprehensive data analysis and visual representations for a deeper understanding of Glasgow income distribution by gender. You can refer the same here

Income support is state benefit for people who are on a low income. A person with savings over PS16,000 cannot get Income Support, and savings over PS6,000 affect how much Income Support can be received. Claimants must be between 16 and state pension age work fewer than 16 hours a week, and have a reason why they are not actively seeking work The data represented here is an extract of data relating to Income Support and based on the 694 geographic data zones in Glasgow. Dataset covers years 1999 - 2013. Full UK datasets are available from DWP. ((c) Crown copyright 2009). All counts have been adjusted using a variant of controlled rounding to avoid the disclosure of any personal information. All cells have been rounded to base 5 and the total equals the sum of the disaggregation shown. Please note that any counts that are shown as zero may not be a 'real' zero. . Although all small area totals are within 5 of the true value, aggregating them to form Local Authority totals is not recommended due to the fact that it is the sum of rounded figures. Local Authority totals should therefore be obtained from the DWP Tabulation Tool. More information about the DWP their tabulation tool and collections can be located here. Further qualifications or limitations to the data can be examined here.. Data is correct at time of upload 2014:04:10T16:40:00 Licence: None

Abstract copyright UK Data Service and data collection copyright owner. Entrepreneurial micro-businesses once dominated the streetscapes of Britain's towns and cities and were considered central to their success. What businesses existed, where they were situated, and who ran them are key to understanding how and why particular cities 'work', and are an essential part of wider debates about the historical development and transformation of economies. Knowing that entrepreneurship has always been a driver of employment, skills, and innovation, as well as providing an income to diverse, and often marginalized, groups in society (Audretsch et al. 2015; Barker, 2017; Bennet et al., 2018), the understanding of entrepreneurship however lacked a study of the dynamics of business formation in a nineteenth-century city. This data collection originated in a research project entitled 'The entrepreneurs who made Glasgow: the city and its businesses 1861-1901'. It focussed on the space, place and people of Glasgow during a critical period of its expansion, when it became Scotland's principal city and Britain's second city. In the period 1861 to 1901, new professional and commercial activities transformed Glasgow, benefitting from its population’s diversity in gender, age and nationality. The project’s objectives were: 1) Examine the distribution of business within Glasgow and establish the influence of gender, nationality and age of entrepreneurs on business form and location 2) Examine the relationship between property rents and values and entrepreneurial business location 3) Examine the influence of business type and transport infrastructure as drivers of the suburban (re)location of entrepreneurs Large datasets of businesses and rents were cross-referenced to I-CeM census data and the British Business Census of Entrepreneurs (BBCE), providing fine-grained information on demographic characteristics of individual entrepreneurs and the nature of their businesses.

Date relating to the Daily Air Quality Index defines a simple classification of air quality levels for a series of contaminants. It also provides some accompanying health messages aimed at at-risk individuals and other messages for the general population. Further information about the contaminants and the classification scheme can be found here and here. Accessed on 2014:04:22T17:12:00. (c) Crown 2014 copyright Defra via uk-air.defra.gov.uk. Licence: None Glasgow City Air Quality - Site Level.xml - https://dataservices.open.glasgow.gov.uk/Download/Organisation/a40aeb0a-67ad-4996-963f-e1495e3257a5/Dataset/a3a02de0-db3b-4ba1-a90f-b0cb8a74f3da/File/58fe2a00-3b34-420e-8cb2-3e24a892e536/Version/f221cb80-caca-4747-9c91-b52efb954cf1 Glasgow City Air Quality - Region Level.xml - https://dataservices.open.glasgow.gov.uk/Download/Organisation/a40aeb0a-67ad-4996-963f-e1495e3257a5/Dataset/a3a02de0-db3b-4ba1-a90f-b0cb8a74f3da/File/15f0d140-eb05-4a95-8a9e-9be6648a0e46/Version/6849252c-fd15-468e-8a41-3c47011aa89c

A Polling District is a geographical subdivision of an electoral area such as an electoral Ward within which a polling place is designated. The Representation of the People Act 1983 places a duty on LA to divide the local authority area into polling districts based on ward boundaries, and to designate a polling place for each district. LAs also have a duty to keep these polling arrangements under review. The Electoral Administration Act 2006 introduced amendments to the 1983 Act (which in turn has been superseded by The Electoral Administration Act 2013). Now local authorities must conduct a full review (with public consultation) of its polling districts and polling places every four years, however adjustments to the boundaries of polling districts and the designation of polling places within LA wards can be proposed at any time in response to changes in ward boundaries or to the availability of premises that can be reasonably designated as polling places. The Fifth Review of Electoral Arrangements concluded in May 2016 when the LGBCS made recommendations to Scottish Ministers for the number of Councillors and the electoral ward boundaries in each of Scotland's 32 local authorities. The review recommended changes in 30 LA areas of which all but 5 were accepted and came into force on 30th Sept 2016. As a result, ward boundaries (and therefore polling districts and possibly polling places) were changed after this date in time for the May 2017 elections. The following fields are now MANDATORY fields for this dataset. "district_code" - The polling district code linked to the polling place "UPRN" - The Unique Property Reference Number for the Corporate Address Gazeteer record of the polling place "polling_place" - The name and/or address of the polling place (based on the Corporate Address Gazeteer record)

Low Emission Zones (LEZs) are designed to improve air quality and were introduced across Aberdeen, Dundee, Edinburgh and Glasgow. Planning continues at a national and local authority level. Local grace periods now apply until enforcement begins. In Glasgow, the LEZ enforcement started on 1 June 2023 (1 June 2024 for residents within the zone) Dundee will start enforcement on 30 May 2024 Aberdeen will start enforcement on 1 June 2024 Edinburgh will start enforcement on 1 June 2024 The Scottish Government will continue to develop support and funding to help people and businesses meet LEZ requirements.

How has covid impacted on the way in which people travel around Glasgow? Access to new city data provides some insights.

Our open data is about more than the numbers - it relates to real people, places and issues. We want to bring the data to life by sharing some stories around what it tells us about the city and how we might use these insights to improve the lives of those who live and work in Glasgow.

This list shows the number of full and provisional licence holders by age and sex within Glasgow City Council. Data valid as at 20130914T14:28:42 Certain driving licences in some categories (e.g. moped) can be issued to fifteen year old applicants up to two months before their sixteenth birthday however the provisional entitlement to drive will only commence after the applicant turns sixteen. DVLA's drivers database changes constantly as the Agency receives driving licence applications and other information that updates the records of individual drivers. Therefore, it is possible only to provide a snapshot of the state of the record at the time of any request. The information supplied in this dataset is correct as at 14th September 2013. (c) Crown Copyright 2013. Data made available by Driver and Vehicle Licensing Agency Licence: None

Abstract copyright UK Data Service and data collection copyright owner.The five surveys in this group comprise a comparative study in local government of the cities of Glasgow and Belfast. The purpose of the study was to devise and test a comprehensive framework which draws together the results of previous findings and theory, within which the effects of political stratification can be investigated. Also to investigate correlates of political stability by comparing Belfast (unstable) with Glasgow (stable). With the obvious modifications (e.g. geographical, political party title, public office title, local issue reference etc.), the survey design used for the Belfast surveys is the same as that used for the Glasgow surveys. Details of variations in approach and scrutiny may be found in Appendix 1 of I Budge and C O'Leary, Belfast: an approach to crisis. Main Topics: Attitudinal/Behavioural Questions Data include party affiliation, initial political involvement, length of time spent in active politics, offices held in party, public offices held, perception of the role of present office, perceived satisfactions and rewards of average party worker from political activities (also whether he considers that the kinds of rewards differ for workers in other parties) and repondent's general impression of local political parties. Information on respondent's party work includes the sort of advice or help given to people in wards outside an election period and whether any resolutions sent to his party association. Also, respondent's knowledge of the councillors for his ward and contact with them are noted. Data concerning Glasgow affairs include respondent's opinion of the most important problems facing Glasgow Corporation and what he would like to see done (strength of feeling is noted), which party respondent feels would take the course of action he believes necessary and his awareness of the consensus of public opinion on these matters. The respondent's sense of political efficacy is assessed and he is asked whether he thinks any problem might be worsened by public exposure. As in SN:6035 he is asked for suggestions concerning changes in the running of local government in Glasgow, whether the elimination of parties on Glasgow Corporation would alter its functioning, what he believes to be the role of pressure groups (and of the Lord Provost) in Glasgow politics and for whom he would vote if no candidate from the Progressive or Labour Parties stood for election. Finally, his affinity to the city is recorded. As in SN:66035 and SN:66036, the following topical issues are specifically considered: the proposal to have pubs in Corporation housing estates, the elimination of fees in Corporation schools, extending parking meters in the City centre, the increase in rates. These issues are considered in terms of the flow of information received, personal opinion, official opinion of any organisation (apart from party) to which respondent belongs (e.g. trade union, church etc.), perception of public opinion in the ward and of the opinions of ward councillors, knowledge of official views of each party. Respondent reference groups are noted together with his sources of information for constituent opinion. In addition preferences on integration in schools are ascertained. More general information includes newspaper readership and exposure to the mass media (considering in particular the respondent's sources of information about current national and local affairs). As in 66035, 66036, the respondent's perception of class and religion is assessed. Background Variables Sex, age, race, marital status, age when full-time education ceased, occupation, social class, father's occupation, father's political party identification, trade union or professional association membership, religious denomination, whether respondent has any relatives active in politics.

Abstract copyright UK Data Service and data collection copyright owner. Intolerance and racism have, as in the rest of the UK, long been issues of concern in Scotland. However in Scotland, there is the added dimension of sectarianism. While few would disagree that sectarianism exists in Glasgow in one form or another, there has been no consensus on the scale and nature of this phenomenon. Studies elsewhere in the UK, such as the Northern Ireland Life and Times Survey, have attempted to measure sectarianism in Northern Ireland. However, little hard evidence exists for Scotland and it is the intention that this research forms the benchmark for future research. This research aims to gauge intolerance, and sectarianism as they exist within Glasgow, and register a baseline for these against which future research can benchmark. Although sectarianism in the context of Roman Catholic and Protestant intolerance is largely unknown in the context of England and Wales, it has commanded significant amounts of political attention within Scotland since the creation of the Scottish Parliament. Equally, it is a matter of debate among Scottish academics, some of whom have dedicated a lifetime of research into the prevalence or otherwise of sectarianism in modern-day Scotland. The methodology utilised means that the database contains a wealth of other information about tolerance. This includes attitudes towards having homosexuals, asylum seekers etc. as immediate neighbours and the acceptability or otherwise of various slang terms used to describe different groups of people. Main Topics: The dataset contains the results of responses to 1,029 household interviews conducted within the City of Glasgow, primarily undertaken in order to ascertain the extent to which religious sectarianism was a determinant in a number of critical life choices. Questioning was undertaken using a combination of computer assisted personal interviewing (CAPI) and computer assisted self-administered interviewing (CASI). The latter technique was employed for questions where it was believed the line of questioning was particularly sensitive. The dataset contains the codified results of these interviews. One-stage stratified or systematic random sample Face-to-face interview CAPI and CASI

Abstract copyright UK Data Service and data collection copyright owner. The aim of this project was to discover to what extent the Scottish people distinguish themselves from the English. Main Topics: Attitudinal/Behavioural Questions Perception of Scottish national consciousness and class consciousness. Questions are aimed at assessing the stronger concept (i.e. class or 'Scottishness'). Closeness of identity with England is also assessed together with perceived differences between the Scottish and the English: points of comparison between the two national characters, jobs that the English are seen to do better than the Scots (and vice versa) and whether preferences should be given to Scots over English in filling job or position vacancies. One question asks to which country, England or Canada, the respondent would prefer to move. Scottish politics: attitudes towards the amount of say that Scots have in British government matters affecting Scotland, whether any changes should be made in the present arrangements (i.e. attitudes towards devolution of political power, or the establishment of an independent parliament), attitudes towards the 'national' status of MPs for Scottish constituencies - whether such representatives should always be Scottish themselves. Information given includes voting behaviour (in the last general and council elections), daily newspaper readership, a self-assessment of political interest (check questions ask for the correct identification of national and local political personalities). In addition there is a record of perceptions of police fairness and the motives of local councillors in serving on council. Background Variables Age, sex, place of parents' births, length of residency at present address, household status, housing (i.e. type of tenure), education, occupation, religion, car ownership, social class (interviewer's rating), affiliation to trade unions or professional associations, clubs and societies. Simple random sample Face-to-face interview

Following the re-organisation of local government in May 1975, smaller local authorities, known as large and small burghs, ceased to exist. There was, however, an ongoing need expressed by census users to know the population (and the characteristics of the population) of such areas.

The National Records of Scotland (NRS), produces 2 datasets biennially which are designed to show the boundaries of urban areas in Scotland: these datasets are Settlements and Localities.

While settlements can go a long way in defining the towns and cities in Scotland, some are very extensive and group together some very large populations.

As an example, the settlement of ‘Greater Glasgow’ has a large population which covers several towns and cities including Clydebank and Paisley as well as Glasgow. Accordingly, since 2001, the larger settlements have been divided into localities.

By the time of the Census in 1991, NRS had digitised the boundaries of postcodes, which made calculation of population densities possible within postcodes.

The method used to identify localities in 1991 was a three stage process: 1. Postcodes were classified as urban or rural. 2. Groups of adjoining urban postcodes were identified. 3. Local authorities were asked to suggest any changes needed to refine the above.

For the 2001 Census, National Records of Scotland (NRS) had developed a new process to identify settlements in Scotland and the definition of a settlement was defined as:

‘A collection of contiguous high density postcodes bounded by low density postcodes whose population was 500 or more.’

A high density postcode had previously been referred to as an urban postcode but with a slightly different definition. Localities were then determined by first creating settlements and then assigning a locality value to each of the postcodes in the settlement based on whether they fell within a previous locality.

Since 2003, a postcode has been defined high density if at least one of the following applied: • It had more than 2.1 residential addresses per hectare; • It had more than 0.1 non-residential addresses per hectare; or • The estimate of the population per hectare exceeds five people.

NRS has created both settlement and locality boundary datasets for 2012.

For the 2012 datasets, Councils were consulted for their views on the proposed settlement and locality boundaries. Some, but not all, responded and their suggestions were taken into account, where possible, in the formation of the final datasets.

The current datasets, dated 2012, are based on the mid-2012 small area population estimates published in December 2013 which were themselves based on results from the 2011 Census. The previous mid-2010 settlements and localities estimates were created using the mid-2010 small area population estimates which were based on population estimates rolled-forward from the 2001 Census.

Data showing method of travel to work or study in the week before the Census which was held on 27th March 2011. It shows the number of people who travel to work or study in the 694 data zones contained within Glasgow. For more info please click here.

Data supplied by Scotland Census 2011 which is run by the National Records of Scotland © Crown copyright 2013.

This data collection represents the empirical materials collected from the ESRC project 'Geographies of Missing People'. It comprises 45 interviews with people previously reported as missing, 9 charity workers, 23 police officers of various ranks and 25 families of missing people. We request that other researchers who wish to reuse our data get in touch to dialogue with the research team about how and why they want to reuse this data. The data is accessible with direct permission from the PI of the original ESRC award: Hester.parr@glasgow.ac.ukThis project seeks to understand the realities involved in 'going missing', and does so from multiple perspectives; using the voices and opinions of the police, families and returned missing people themselves. Qualitative data has been collected to shed light on this significant social (and spatial) problem and help us understand more about the nature of missing experiences for different groups. The purpose of the research project has been to understand more about how people go missing and how the police and families respond to such events (the geographies of searching). Such a focus holds value for both the police and families (the 'left behind') in that it updates and checks current knowledge about the likely spatial experiences of missing people. The project has recruited 45 people formally reported as missing to the project; 9 charity workers in the field of missing persons; 23 police officers of various ranks and 25 family members and these are held by the data archive service. Permission to access from Hester.parr@glasgow.ac.uk Interviews and focus groups. Sampling methods are profiled in the main reports lodged on www.geographiesofmissingpeople.org.uk

The 694 data zones in Glasgow ranked in 2012, 2009, 2006 and 2004 for the housing domain in the Scottish Index of Multiple Deprivation (SIMD). Each data zone also has a local ranking i.e. within Glasgow to ease comparison for that data zone over time and within the city. Intermediate Geographies and political geographies such as the 2011 Scottish Parliamentary Constituencies, multi-member wards are also included. Datazones nest directly into intermediate geographies and local authorities but do not fit exactly into higher geographies like multi-member wards, SIMD FAQ The Scottish Government describes this index as follows, 'The Scottish Index of Multiple Deprivation identifies small area concentrations of multiple deprivation across all of Scotland in a consistent way. It allows effective targeting of policies and funding where the aim is to wholly or partly tackle or take account of area concentrations of multiple deprivation. The SIMD ranks small areas (called data zones) from most deprived (ranked 1) to least deprived (ranked 6,505). People using the SIMD will often focus on the data zones below a certain rank, for example, the 5%, 10%, 15% or 20% most deprived data zones in Scotland.' How to use the SIMD - Scottish Government Guidance Data extracted 2013-12-17 from opendatascotland.org and data.glasgow.gov.uk Data supplied by The Scottish Government. Licence: None simd-housing-2004-2012-glasgow-v2.xlsx - https://dataservices.open.glasgow.gov.uk/Download/Organisation/728522f0-86da-48c6-8f75-1649934eb8a4/Dataset/e1a4331f-a186-43bb-bfbc-e4a7880e5376/File/a4d686fb-fb4a-4bd2-8e3b-1d62bac4b3ec/Version/8bb148d9-7b4f-4320-8cb7-9aa106e7bd2a

About this dataset

Context

The dataset presents the detailed breakdown of the count of individuals within distinct income brackets, categorizing them by gender (men and women) and employment type - full-time (FT) and part-time (PT), offering valuable insights into the diverse income landscapes within Glasgow. The dataset can be utilized to gain insights into gender-based income distribution within the Glasgow population, aiding in data analysis and decision-making..

Key observations

• Employment patterns: Within Glasgow, among individuals aged 15 years and older with income, there were 336 men and 524 women in the workforce. Among them, 134 men were engaged in full-time, year-round employment, while 200 women were in full-time, year-round roles.
• Annual income under $24,999: Of the male population working full-time, none fell within the income range of under $24,999, while 5% of the female population working full-time was represented in the same income bracket.
• Annual income above $100,000: 15.67% of men in full-time roles earned incomes exceeding $100,000, while 8% of women in full-time positions earned within this income bracket.
• Refer to the research insights for more key observations on more income brackets ( Annual income under $24,999, Annual income between $25,000 and $49,999, Annual income between $50,000 and $74,999, Annual income between $75,000 and $99,999 and Annual income above $100,000) and employment types (full-time year-round and part-time)

Content

When available, the data consists of estimates from the U.S. Census Bureau American Community Survey (ACS) 2019-2023 5-Year Estimates.

Income brackets:

• $1 to $2,499 or loss
• $2,500 to $4,999
• $5,000 to $7,499
• $7,500 to $9,999
• $10,000 to $12,499
• $12,500 to $14,999
• $15,000 to $17,499
• $17,500 to $19,999
• $20,000 to $22,499
• $22,500 to $24,999
• $25,000 to $29,999
• $30,000 to $34,999
• $35,000 to $39,999
• $40,000 to $44,999
• $45,000 to $49,999
• $50,000 to $54,999
• $55,000 to $64,999
• $65,000 to $74,999
• $75,000 to $99,999
• $100,000 or more

Variables / Data Columns

• Income Bracket: This column showcases 20 income brackets ranging from $1 to $100,000+..
• Full-Time Males: The count of males employed full-time year-round and earning within a specified income bracket
• Part-Time Males: The count of males employed part-time and earning within a specified income bracket
• Full-Time Females: The count of females employed full-time year-round and earning within a specified income bracket
• Part-Time Females: The count of females employed part-time and earning within a specified income bracket

Employment type classifications include:

• Full-time, year-round: A full-time, year-round worker is a person who worked full time (35 or more hours per week) and 50 or more weeks during the previous calendar year.
• Part-time: A part-time worker is a person who worked less than 35 hours per week during the previous calendar year.

Good to know

Margin of Error

Data in the dataset are based on the estimates and are subject to sampling variability and thus a margin of error. Neilsberg Research recommends using caution when presening these estimates in your research.

Custom data

If you do need custom data for any of your research project, report or presentation, you can contact our research staff at research@neilsberg.com for a feasibility of a custom tabulation on a fee-for-service basis.

Inspiration

Neilsberg Research Team curates, analyze and publishes demographics and economic data from a variety of public and proprietary sources, each of which often includes multiple surveys and programs. The large majority of Neilsberg Research aggregated datasets and insights is made available for free download at https://www.neilsberg.com/research/.

Recommended for further research

This dataset is a part of the main dataset for Glasgow median household income by race. You can refer the same here

Abstract copyright UK Data Service and data collection copyright owner. The aim of this study was to analyse changes within and between the social composition of Labour Party local leaders, and of their electoral base, in the given period. The overall objective was to test some hypothesis about the disappearance of Red Clydeside after 1922, particularly the hypothesis that a proportion of the elites, and a larger proportion of the electors were not red, but green. The purpose of the study was to compile a reliable record of municipal election results for the period. Main Topics: Variables 1.Municipal election results, with party labels and pattern of contest recorded; 2.Biographical data on all (n=351) Glasgow Labour Councillors, recording occupation, religion, and votes on various cross-party issues; 3.Socio-economic data for all wards at 5 censuses, recording Labour vote and indices of class, religion, temperance and Protestantism for each Ward, where available. Please note: this study does not include information on named individuals and would therefore not be useful for personal family history research.

The Education Maintenance Allowance Scheme is a Scottish Government initiative administered by Glasgow City Council Corporate Services. The scheme is intended to encourage young people of low-income families to stay in further education to gain qualifications that will enhance their job prospects. An EMA is a weekly allowance payable to eligible students who have achieved 100% attendance per week at school and is payable on a bi-weekly basis. The current rate for EMA is PS30 per week for qualifying students. The datasets shown here provide statistics for the uptake, the total spend and the gender split across schools and colleges. The data covers years 2006 -2013. Full Scotland wide datasets can be downloaded from The Sottish Government Website. In all datasets figures on recipients have been rounded to the nearest 5 (0, 1 and 2 being rounded to 0). Figures on EMA spend have not been rounded. Unknown values are not displayed individually in tables but are included in totals. Figures may not sum to totals due to rounding and the inclusion of unknown values. Unless stated otherwise, percentages in tables are calculated from unrounded values. Percentages in the text of the publication are calculated from the figures displayed in the tables. More information on the preparation and analysis of EMA statistics can be examined here Licence: None

Noise maps showing areas that are relatively louder or quieter, measured in decibels (dB), for industry noise within agglomerations in 2021. The data represents the 16-hour daytime level (LAeq,16h) - the A-weighted equivalent continuous sound level over a 16-hour time period (07:00-23:00). Qualifying agglomerations are urban areas with populations in excess of 100,000 people, i.e. Aberdeen, Dundee, Edinburgh, Falkirk and Glasgow.

Scottish Ministers commissioned strategic noise mapping analysis to meet the requirements of the Environmental Noise Directive (Directive 2002/49/EC), which is legally implemented in Scotland thorough the Environmental Noise (Scotland) Regulations 2006, as amended by the Environmental Noise (Scotland) Amendment Regulations 2018.

Noise maps are used to identify areas where noise levels are high and, by linking population data, estimate how many people are affected. This aids in the production of noise action plans to manage noise and reduce noise levels where appropriate.