AndreaBozzo/ceres-open-data-index huggingface dataset:
SA2-W15a Occupation by Total Personal Income (weekly) by Public/Private Employer Indicator-Census 2016

SA2 based data for Occupation by Total Personal Income (Weekly) by Public/Private Sector Employer, in Working Population Profile (WPP), 2016 Census. Count of employed persons aged 15 years and over. W15 is broken up into 5 sections (W15a - W15e), this section contains 'National Government Negative Nil income Managers' - 'State territory government $300-$399 Total'. The data is by SA2 2016 boundaries. Periodicity: 5-Yearly. 
Note: There are small random adjustments made to all cell values to protect the confidentiality of data. These adjustments may cause the sum of rows or columns to differ by small amounts from table totals.
For more information visit the data source: http://www.abs.gov.au/census. 

Tags: 2016, census, employer indicator, income, occupation, personal income, sector, w15a, weekly income, work, working population profile, wpp
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
CCD-B17B Qualification (Highest) Field by Qualification (Highest) Level by Sex-Census 1996

Census Collection District (CCD) based data for Qualification Field by Qualification Level by Sex, in Basic Community Profile, 1996 Census. Persons aged 15 years and over with a qualification. Excludes persons with a qualification outside the scope of the Australian Bureau of Statistics Classification of Qualifications (ABSCQ). B17 is broken up into 2 sections (B17A - B17B), this section contains ‘Higher degree in Business and administration Persons’ - 'Persons total total’. The data is by CCD 1996 boundaries. Periodicity: 5-Yearly. 
This data is ABS data (geographic boundary cat. no. 1261.0.30.001 &amp; census dictionary cat. no. 2901.0) used with permission from the Australian Bureau of Statistics. 
For more information visit  the ABS .

Tags: 1996, b17b, basic community profile, bcp, census, education, field, level, qualification
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
ABS - Personal Income - Investment Income (GCCSA) 2011-2018

This dataset presents information about investment income. The data covers the financial years 2011-12 to 2017-18, and is based on Greater Capital City Statistical Areas (GCCSA) according to the 2016 edition of the Australian Statistical Geography Standard (ASGS).
Investment income includes the following data items on the Individual Tax Returns (ITR):


Gross interest


Dividends unfranked amount


Dividends franked amount


Dividends franking credit


Share of net income from trusts less net capital gains and foreign income non primary production


Franked distributions from trusts - non-primary production


Australian franking credits from a New Zealand company


Net foreign rent


Net rent


All monetary values are presented as gross pre-tax dollars, as far as possible. This means they reflect income before deductions and loses, and before any taxation or levies (e.g. the Medicare levy or the temporary budget repair levy) are applied. The amounts shown are nominal, they have not been adjusted for inflation. The income presented in this release has been categorised into income types, these categories have been devised by the Australian Bureau of Statistics (ABS) to closely align to ABS definitions of income.
The statistics in this release are compiled from the Linked Employer Employee Dataset (LEED), a cross-sectional database based on administrative data from the Australian taxation system. The LEED includes more than 120 million tax records over seven consecutive years between 2011-12 and 2017-18.
Please note:


All personal income tax statistics included in LEED were provided in de-identified form with no home address or date of birth. Addresses were coded to the ASGS and date of birth was converted to an age at 30 June of the reference year prior to data provision.


To minimise the risk of identifying individuals in aggregate statistics, perturbation has been applied to the statistics in this release. Perturbation involves small random adjustment of the statistics and is considered the most satisfactory technique for avoiding the release of identifiable statistics, while maximising the range of information that can be released. These adjustments have a negligible impact on the underlying pattern of the statistics. Some cells have also been suppressed due to low counts.


Totals may not align with the sum of their components due to missing or unpublished information in the underlying data and perturbation.


For further information please visit the Australian Bureau of Statistics.
AURIN has made the following changes to the original data:


Spatially enabled the original data.


Set 'np' (not published to protect the confidentiality of individuals or businesses) values to Null.



Tags: Demography, Economic geography , HUMAN SOCIETY, Human geography, Population trends, policies 
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
SA1-P37 Selected Labour Force, Education and Migration Characteristics by Sex-Census 2016

SA1 based data for Selected Labour Force, Education and Migration Characteristics by Sex, in Place of Enumeration Profile (PEP), 2016 Census. Count of persons (excludes overseas visitors).  The data is by SA1 2016 boundaries. Periodicity: 5-Yearly. 
Note: There are small random adjustments made to all cell values to protect the confidentiality of data. These adjustments may cause the sum of rows or columns to differ by small amounts from table totals.
For more information visit the data source: http://www.abs.gov.au/census. 

Tags: 2016, census, education, labour force, migration, p37, pep, place of enumeration profile, selected characteristics, sex
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
SA4-P33 Mortgage Repayment (Monthly) by Dwelling Structure-Census 2016

SA4 based data for Mortgage Repayment (Monthly) by Dwelling Structure, in Place of Enumeration Profile (PEP), 2016 Census. Count of occupied private dwellings being purchased. Mortgage repayments are derived from responses to a number of questions and records the amount of money spent monthly paying off a mortgage. Includes dwellings being purchased under a shared equity scheme. The data is by SA4 2016 boundaries. Periodicity: 5-Yearly. 
 Note: There are small random adjustments made to all cell values to protect the confidentiality of data. These adjustments may cause the sum of rows or columns to differ by small amounts from table totals.
 For more information visit the data source: http://www.abs.gov.au/census.

Tags: 2016, census, dwelling structure, monthly payments, mortagage repayments, mortgage, p33, pep, place of enumeration profile
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
ABS Census - U03 Aboriginality By Sex (LGA) 1991

The 1991 Census Usual Residents Community Profiles present 25 tables containing summary characteristics of usual residents for Local Government Areas (LGA) in Australia. 
This table contains data relating to aboriginality by sex. Counts are of all persons, based on their usual place of residence; excludes Australians overseas; and excludes adjustment for under-enumeration. The data is by LGA 1991 boundaries. Periodicity: 5-Yearly. 
This data is ABS data (cat. no. 2101.0 &amp; original geographic boundary cat. no. 1261.0.30.001) used with permission from the Australian Bureau of Statistics. The tabular data was processed and supplied to AURIN by the Australian Data Archives. The cleaned, high resolution 1991 geographic boundaries are available from data.gov.au.
For more information please refer to the 1991 Census Dictionary.

Tags: 1991, aboriginality, census, indigenous, lga, population, residence, u03, urp, usual
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
LGA-W21a Method of Travel to Work by Occupation-Census 2016

LGA based data for Method of Travel to Work by Occupation, in Working Population Profile (WPP), 2016 Census. Count of employed persons aged 15 years and over. W21 is broken up into 2 sections (W21a - W21b), this section contains 'One method Train Managers' - 'Two methods Train and Total Total'. The data is by LGA 2016 boundaries. Periodicity: 5-Yearly. 
Note: There are small random adjustments made to all cell values to protect the confidentiality of data. These adjustments may cause the sum of rows or columns to differ by small amounts from table totals.
For more information visit the data source: http://www.abs.gov.au/census. 

Tags: 2016, census, occupation, transport, travel method, w21a, work, working population profile, wpp
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
NT DIPL - Darwin Super Tuesday Bike Counts (Points) 2017

This dataset presents information and locations related to The Super Tuesday Bike Count event in Darwin for 2017. The counts are presented as individual points which relate to the location where the counts were undertaken by volunteers.
The Super Tuesday Bike Count collects annual figures of bicycle riders and their movements on roads and bike paths. Since 2007, Bicycle Network has conducted bicycle counts at key intersections and corridors selected by local governments. The data is available for researchers and policymakers to plan and build cycling infrastructure to promote increased cycling activity, and to gather longitudinal insights of cycling volumes and trends.
Super Tuesday count data is collected visually by volunteer counters at intersections along popular commuter routes, as well as subsidiary routes with lower rider volumes. The count is conducted in southern states (VIC, NSW, SA, WA) between 7:00-9:00am on the first Tuesday of March; and in northern states (QLD, NT) between 6:30-8:30am on the first Tuesday of September. Count locations are nominated by traffic engineers, transport planners, and other transport officers from participating councils. Counters record all movement directions, rider gender, and bicycle volume per fifteen-minute increments on standardised count sheets. 
For more information please visit the Norther Territory Government Open Data Portal or view the Bicycle Network Super Tuesday Count Report.
Please note: 

Where there was no data available ("no data", "NA", "#N/A" in the original data) the values have been set to NULL.


Tags: bicycle
Organization: Northern Territory Government - Department of Infrastructure, Planning and Logistics
City of Melbourne CLUE Offstreet Car Parking (Points) 2010

This dataset was collected as part of the City of Melbourne's Census of Land Use and Employment (CLUE). The data presents the number of off-street car parking spaces per property recorded in CLUE as points which represent each parking spot location. The data covers the year period of 2010.
Car parking can be classified as:


Commercial: Car parking in a publicly accessible, paid parking facility.


Residential: Car parking in a residential building or property.


Private: Car parking in a non-residential building that is provided for use by staff, customers or visitors.


For more information please visit the City of Melbourne CLUE Portal.
Please note: 


AURIN has acquired the data through the City of Melbourne Open Data Portal.


The individual yearly tables have been extracted from the archived 2002-2017 tables.


The data in this table is a snapshot and not live.



Tags: 2010, capacity, census, clue, land, melbourne, offstreet, parking, use
Organization: Local Government of Victoria - City of Melbourne
Heat Vulnerability Index - City of Greater Bendigo (SA1) 2021

Heat Vulnerability Index (HVI) including heat exposure, sensitivity, and adaptive capability indicators were created for City of Greater Bendigo.The dataset supports the development of a national heat vulnerability assessment toolkit for Australia, designed to identify areas and populations most susceptible to heat-related risks. The project addresses the growing need for understanding the relationship between urbanization, land surface temperature (LST), and the urban heat island effect, particularly for vulnerable communities. Integrating satellite-derived environmental data (LST, Normalized Difference Built-up Index (NDBI), Normalized Difference Vegetation Index (NDVI)) with socioeconomic data, this toolkit provides a comprehensive resource for building heat-resilient cities and suburbs.
This dataset includes both raw environmental data for the 2020-2021 Australian summer (November to March) and a calculated Heat Vulnerability Index (HVI) aggregated to the Australian Bureau of Statistics (ABS) Statistical Area Level 1 (SA1) polygon dataset. The HVI, based on the IPCC's vulnerability conceptual framework, is a composite index comprised of three core components: heat exposure (derived from LST), sensitivity to heat (influenced by socioeconomic factors), and adaptive capability. Each SA1 is assigned a vulnerability rating ranging from 0 to 5, with 0 indicating no population and 5 representing high vulnerability, based on the aggregated indicator scores and quartile distribution.
The methodology employs Google Earth Engine (GEE) to derive LST, NDBI, and NDVI.  The HVI, along with its components, allows for spatial analysis and facilitates understanding of the complex relationships between heat, environmental factors, and socioeconomic conditions, enabling targeted policy and decision-making at local levels. This work aims to support dynamic and interactive vulnerability assessment, enabling users to update and construct their own indicators and indices for diverse applications.
Detailed methodology for HVI generation can be found in this paper. Additional resources are available on the project's GitHub repository, the web application, and the toolkit.

Tags: built environment, heat vulnerability, human society, urban planning
Organization: GISail (Geospatial Informatics and Intelligence) Group, RMIT University
ABS - Data by Region - Family & Community (SA3) 2011-2018

This dataset presents data on family and community available from the ABS Data by Region statistics. This release of Data by Region presents various data for 2011-2018 and Census of Population and Housing data for 2011 and 2016 and is based on the Statistical Area 3 (SA3) 2016 boundaries. The dataset includes information in the following specified areas of family and community: Gifts/Donations Reported by Taxpayers, Method of Travel to Work, Households, Families, Count of All Children in Family, Social Marital Status &amp; Registered Marital Status, Unpaid Work, Access to Internet at Home, Housing Suitability, Dwelling Structure, Tenure Type, Rent and Mortgage Payments, Housing Stress, Commuting to Work and Socio Economic Indexes of Areas (SEIFA).
Data by Region contains a standard set of data for each region type, depending on the availability of statistics for particular geographies. Data are sourced from a wide variety of collections, both ABS and non-ABS. When analysing these statistics, care needs to be taken as time periods, definitions, methodologies, scope and coverage can differ across collections. Where available, data have been presented as a time series - to enable users to assess changes over time. However, when looked at on a period to period basis, some series may sometimes appear volatile. When analysing the data, users are encouraged to consider the longer term behaviour of the series, where this extra information is available.
For more information please visit the Explanatory Notes.
AURIN has spatially enabled the original data with the ABS Australian Statistical Geography Standard SA3 2016 dataset. Some data values in Data by Region have been randomly adjusted or suppressed to avoid the release of confidential details. Where data was not available, not available for publication, nil or rounded to zero in the original data, it has been set to null. Columns that did not contain any values for all years in the original data have been removed. AURIN has made the following changes to the original data:


Spatially enabled the original data with the ABS Australian Statistical Geography Standard (ASGS) SA3 2016 dataset.


Some data values in Data by Region have been randomly adjusted or suppressed to avoid the release of confidential details.


Where data was not available, not available for publication, nil or rounded to zero in the original data, it has been set to null.


Columns and rows that did not contain any values in the original data have been removed.



Tags: Demographics, Economic, Housing
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
ABS Census - B10 Birthplace Of Mother By Birthplace Of Father (SLA) 1991

The 1991 Census Basic Community profiles present 57 tables containing summary characteristics of persons and/or dwellings for Statistical Local Areas (SLA) in Australia. 
This table contains data relating to birthplace of mother by birthplace of father. Counts are of Australian born persons, based on place of enumeration on census night which; includes overseas visitors; excludes Australians overseas; and excludes adjustment for under-enumeration. The data is by SLA 1991 boundaries. Periodicity: 5-Yearly. 
This data is ABS data (cat. no. 2101.0 &amp; original geographic boundary cat. no. 1261.0.30.001) used with permission from the Australian Bureau of Statistics. The tabular data was processed and supplied to AURIN by the Australian Data Archives. The cleaned, high resolution 1991 geographic boundaries are available from data.gov.au.
For more information please refer to the 1991 Census Dictionary.
Please note:


(a) Comprises England, Scotland, Wales, Northern Ireland, Ireland, South Africa, Canada, USA and New Zealand.


(b) Includes 'inadequately described', 'at sea' and 'not elsewhere classified'.



Tags: 1991, b10, basic community profile, bcp, birthplace, census, origins, parents, place of enumeration
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
Strategic Agricultural Lands (SAL) Equine 18/01/2014 for NSW

A polygon dataset showing critical industry Equine Clusters in the Upper Hunter region. The horse breeding cluster includes a highly integrated concentration of horse breeding facilities and related infrastructure covering thoroughbred and stock horse breeding centres and numerous other equine developments and support services, such as a specialised veterinary centre.
Industry clusters that meet the following criteria:
 - there is a concentration of enterprises that provides clear development and marketing advantages and is based on an agricultural product;
 - the productive industries are interrelated;
 - it consists of a unique combination of factors such as location, infrastructure, heritage and natural resources;
 - it is of national and/or international importance;
 - it is an iconic industry that contributes to the region's identity; and
 - it is potentially substantially impacted by coal seam gas or mining proposals.
The equine cluster is spatially defined as land (excluding National Park and State Forest) having a slope of equal to or less than 18 degrees and falling within the following buffers:
 - In the Upper Hunter LGA - within 15 km of the New England Highway; 
 - In the Muswellbrook LGA - within 2 km of the Muswellbrook Denman Road or the New England Highway north of Muswellbrook; 
 - In the Muswellbrook and Upper Hunter LGAs - within 2km to the north and 10km to the south of the Golden Highway between Sandy Hollow and the Muswellbrook/Singleton LGA boundary; 
 - In the Mid Western Regional, Muswellbrook and Upper Hunter LGAs - within 5km of the Bylong Valley Way or Martindale Road or the Baerami Creek Road or Widden Valley Road; 
 - In the Singleton LGA - within 2km to the north and 10km to the south of the Golden Highway between Jerrys Plains and the Muswellbrook/ Singleton LGA boundary.

Tags: NSW, New South Wales, argriculture, equine, planning
Organization: Government of New South Wales - Department of Planning and Environment
LGA-P30 Household Composition by Number of Persons Present on Census Night-Census 2016

LGA based data for Household Composition by Number of Persons Present on Census Night, in Place of Enumeration Profile (PEP), 2016 Census. Count of occupied private dwellings. Excludes persons usually resident who were temporarily absent on Census Night. Comprises 'Lone person', 'Group', 'Visitors only' and 'Other non-classifiable' households. The data is by LGA 2016 boundaries. Periodicity: 5-Yearly. 
 Note: There are small random adjustments made to all cell values to protect the confidentiality of data. These adjustments may cause the sum of rows or columns to differ by small amounts from table totals.
 For more information visit the data source: http://www.abs.gov.au/census.

Tags: 2016, census, composition, family, household, p30, pep, persons usually resisdent, place of enumeration profile
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
ABS - ASGS - Mesh Block (MB) QLD 2011

This dataset is the Mesh Block (MB) boundaries as defined by the Australian Statistical Geography Standard (ASGS): Volume 1 - Main Structure and Greater Capital City Statistical Areas, July 2011 for Queensland (QLD).
For the original data and more information, refer to the Australian Bureau of Statistics' Issue.
The ABS encourages the use of the ASGS by other organisations to improve the comparability and usefulness of statistics generally, and in analysis and visualisation of statistical and other data.
The Australian Statistical Geography Standard (ASGS) brings together in one framework all of the regions which the ABS and many others organisations use to collect, release and analyse geographically classified statistics. The ASGS ensures that these statistics are comparable and geospatially integrated and provides users with an coherent set of standard regions so that they can access, visualise, analyse and understand statistics.

Tags: BUILT ENVIRONMENT AND DESIGN, Urban, regional planning
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
LGA-W16a Occupation by Total Personal Income (weekly) by Age-Census 2016

LGA based data for Occupation by Total Personal Income (Weekly) by Age, in Working Population Profile (WPP), 2016 Census. Count of employed persons aged 15 years and over. W16 is broken up into 8 sections (W16a - W16h), this section contains 'Managers Negative Nil income Age 15-19 years' - 'Professionals $650-$799 Age 20-24 years'. The data is by LGA 2016 boundaries. Periodicity: 5-Yearly. 
Note: There are small random adjustments made to all cell values to protect the confidentiality of data. These adjustments may cause the sum of rows or columns to differ by small amounts from table totals.
For more information visit the data source: http://www.abs.gov.au/census. 

Tags: 2016, census, income, occupation, personal income, w16a, weekly income, work, working population profile, wpp
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics