AndreaBozzo/ceres-open-data-index huggingface dataset:
DJSB Small Area Labour Market - Labour Force LGA 2010-2018

This datasets presents smooth values of the number of people in the labour force of Local Government Area (LGA) regions for each quarter starting December 2010 up to June 2018. The boundaries used for the dataset follow the 2018 edition of the Australian Statistical Geography Standard (ASGS).
Small Area Labour Markets presents regional estimates of unemployment and the unemployment rate at two small area levels:


For approximately 2,100 Australian Bureau of Statistics’ (ABS) Statistical Area Level 2s (SA2s), on a State/Territory and Metropolitan/Non-metropolitan basis; and


For each of Australia’s 540 Local Government Areas (LGAs).


The estimates in Table 1 and 2 are smoothed using a four-quarter average to minimise the variability inherent in small area estimates. A description of the methodology used to prepare the estimates in this publication is presented in the Explanatory Notes, as well as on page 43 of the PDF Publication.
Please note: 


AURIN has spatially enabled the original data.


Where data values were "-" (no data provided) in the original data they have been set to null.


Caution: Highly disaggregated estimates of unemployment and the unemployment rate at the SA2 and LGA level can display significant variability and should be viewed with caution. Indeed, quarter-to-quarter comparisons may not be indicative of actual movements in the labour market. It is therefore recommended that year-on-year comparisons be used.



Tags: estimates, labour, labour force, market, rate, small area, unemployment
Organization: Government of the Commonwealth of Australia - Department of Jobs and Small Businesses
ABS - Data by Region - Aboriginal and Torres Strait Islander Peoples (SA4) 2011-2016

This dataset presents data on Aboriginal and Torres Straight Islander Peoples available from the ABS Data by Region statistics. This release of Data by Region presents various data for 2011-2016 and Census of Population and Housing data for 2011 and 2016 and is based on the Statistical Area 4 (SA4) 2016 boundaries. The dataset includes information the topics of demographics, language, culture, education and health.
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 made the following changes to the original data:


Spatially enabled the original data with the ABS Australian Statistical Geography Standard (ASGS) SA4 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, Population
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
PHIDU - Age Distribution - Broad Age Groups: Females (LGA) 2016

This dataset, released December 2017, contains female usual resident population by broad age groups: 0-14, 15-24, 25-44, 45-64, 65+, 70+, 75+, 85+ years, 2016. The data is by Local Government Area (LGA) 2016 geographic boundaries.
For more information please see the data source notes on the data. 
Source: Compiled by PHIDU based on ABS 3235.0 Population by Age and Sex, Regions of Australia, 2016.
AURIN has spatially enabled the original data. Data that was not shown/not applicable/not published/not available for the specific area ('#', '..', '^', 'np, 'n.a.', 'n.y.a.' in original PHIDU data) was removed.It has been replaced by by Blank cells. For other keys and abbreviations refer to PHIDU Keys.

Tags: Demography, HEALTH SCIENCES, HUMAN SOCIETY, Public health
Organization: Torrens University Australia - Public Health Information Development Unit
SA4-based B03 Place of Usual Residence on Census Night by Age as at 2011-08-11

SA4 based data for Age by Sex, for 2011 Census. Count of all persons on Census night based on place of usual residence. This table counts persons where they were staying on Census Night. It also shows the number of persons who were visiting away from their usual residence on Census Night. Data sourced from: http://www.abs.gov.au/census. For further information about these and related statistics, contact the National Information and Referral Services on 1300 135 070. Periodicity: 5-Yearly.

Tags: census
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
Mobility Australia - Queensland Weekly Rail Origin-Destination Flow (SA2) 2021

This dataset estimates human mobility through origin destination (OD) movement flow among the Statistical Area 2 (SA2) regions in Queensland (QLD), connected by public transport (PT) networks. The SA2 regions of Queensland connected by buses, trains, trams and ferries have been used to evaluate OD movement flows. The passenger OD movement data among different stations (or the station-based OD flow) are first estimated using a statistical estimation methodology. The stations-based OD flow data are then translated into region-based OD matrices using the state-of-art method. For more information please see the original metadata file here.
Human mobility data is a key ingredient in various areas and domains of research including epidemiology, policy and administration, criminology, transportation, logistics and supply chains, environmental management and, pollution and contamination. High quality human mobility data provided by telecommunication companies collected from call data records (CDRs) is available at prohibitive cost with restrictive licensing, keeping it out of reach for the majority of research community. On the other hand, there is an abundance of high-quality public data, reporting different aspects of mobility. Examples are the public transport patronage and information about the usage of the Australian road network. These datasets are collected by different organisations and government departments and are presented in various formats. For instance, data may be collected at different spatial (e.g. at state or postcode levels) and temporal scales and be presented in the form of passenger counts or aggregated movement flows. This dataset addresses the general lack of national scale comprehensive human mobility dataset in Australia by transforming available mobility data into a consistent format that is suitable for analysis in a broad range of research areas. Merging the various individual datasets into Australia's first comprehensive, national-scale human mobility data asset drastically improves the quality and coverage of existing datasets.
The Mobility Australia project received investment (https://doi.org/10.47486/DP702) from the Australian Research Data Commons (ARDC). The ARDC is funded by the National Collaborative Research Infrastructure Strategy (NCRIS).
The original data tables were structured in a matrix-like format. AURIN employed a methodology to merge diverse datasets into a comprehensive one, categorising based on transportation types (e.g., trains, buses, rails, ferries), years (e.g., 2019, 2020, 2021, etc.), and temporal scales (e.g., weekly, monthly, yearly). Subsequently, AURIN spatially enabled the original data by employing the 2021 edition of the Australian Statistical Geography Standard (ASGS). The flow between origin and destination pairs is visually represented using line geometry.

Tags: human mobility, network analyses, transit networks, transport, urban
Organization: CSIRO
SA2-P06 Social Marital Status by Age by Sex-Census 2016

SA2 based data for Social Marital Status by Age by Sex, in Place of Enumeration Profile (PEP), 2016 Census. Count of persons aged 15 years and over in the following categories: married in a registered marriage, married in a de facto marriage (including same-sex couples), and not married. Excludes overseas visitors. Excludes persons in 'Visitors only' and 'Other non-classifiable' households, 'Non-private dwellings', and 'Migratory, off-shore and shipping' SA1s. Excludes persons who were temporarily absent on Census Night. 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, age, census, marital status, p06, pep, place of enumeration profile, sex, social
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
SA2-I10a Tenure & Landlord Type by Dwelling Structure by Indigenous Status of Household-Census 2016

SA2 based data for Tenure and Landlord Type by Dwelling Structure by Indigenous Status of Household, in Aboriginal and Torres Strait Islander People Profile (ATSIP), 2016 Census. Count of all occupied private dwellings. Excludes 'Visitors only' and 'Other non-classifiable' households. A household with Aboriginal and/or Torres Strait Islander person(s) is any household that had at least one person of any age as a resident at the time of the Census who identified as being of Aboriginal and/or Torres Strait Islander origin. Records the structure of private dwellings, describes whether a dwelling is owned, being purchased or rented, and Records the landlord type of rented dwellings. I10 is also broken up into two sections (I10a – I10b), this section contains ' Households with Aboriginal and or Torres Strait Islander Persons Owned outright Dwelling structure Separate house’ - 'Other households Rented State or territory housing authority Dwelling structure 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, aboriginal torres strait islander peoples, atsip, census, dwelling structure , household type, i10a, indigenous status, landlord type, tunure
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
GCCSA Estimates of Personal Income - Other Income 2010-2015

This dataset presents aggregated values of Other Income as a category of the estimates of Personal Income for Small Areas ABS release. The data spans over the financial years of 2010-11 to 2014-15 and is aggregated to the 2016 Greater Capital City Statistical Area (GCCSA) boundaries.
This release presents regional data on the number of income earners, amounts they receive, and the distribution of income for the 2010-11 to 2014-15 financial years. An improved geocoding process has been introduced for this release. As such, previously released estimates for the 2010-11 and 2012-13 financial year have been superseded. The following personal income categories are provided in this census release:


Employee Income


Own Unincorporated Business Income


Investment Income


Superannuation Income


Other Income (Income not allocatable to any other categories)


Total Income (Sum of previous categories)
These statistics provide insights into the nature of regional economies and the economic well-being of the people who live there. The data has been sourced from the Australian Taxation Office (ATO) and is presented with the updated 2016 editions of the Australian Statistical Geography Standards (ASGS):  Statistical Area Level 2 (SA2); Statistical Area Level 3 (SA3); Statistical Area Level 4 (SA4); Greater Capital City Statistical Area (GCCSA) and Local Government Area (LGA).


For more information on the release please visit the Australian Bureau of Statistics.
Please note:


When interpreting these results, it should be noted that some low income earners, for example those receiving Government pensions and allowances, or those who earned below the tax free threshold, may not be present in the data, as they may not be required to lodge personal tax forms. Other individuals may not lodge a tax return even if required, therefore care should be taken in interpreting the data as well as comparing the data in this publication with other income data produced by the ABS.


To minimise the risk of identifying individuals in aggregate statistics, a confidentialisation process called perturbation has been applied to the data. 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.


Where data is not available or not for publication, the record has been set to a null value.



Tags: ABS, ATO, Australia, aus, economy, finance, income, personal
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
LGA-W17e Occupation by Total Personal Income (weekly) by Hours Worked-Census 2016

LGA based data for Occupation by Total Personal Income (Weekly) by Hours Worked, in Working Population Profile (WPP), 2016 Census. Count of employed persons aged 15 years and over. Hours worked is an aggregate of the number of hours worked in all jobs during the week prior to Census Night. W17 is broken up into 8 sections (W17a - W17h), this section contains 'Sales workers Negative Nil income Number of hours worked None' - 'Machinery operators and drivers $300-$399 Number of hours worked 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, income, occupation, personal income, w17e, weekly income, work, work hours, working population profile, wpp
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
ABS Census - C01 Summary Of Persons (LGA) 1981

The 1981 Census Local Government Area Summary File (LGASF) presents summary characteristics of persons and their dwellings for every Local Government Area (LGA) in Australia for 1981. The table information is made up of 34 tables giving data for both persons and dwellings.
This table contains a summary of persons. Census counts were 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 Local Government Area 1981 boundaries. Periodicity: 5-Yearly. 
This data is ABS data (cat. no. 2103.0 &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 1981 geographic boundaries are available from data.gov.au.
For more information please refer to "Making Sense of Census 1981".
Please note: Some LGAs were broken down into parts in the original LGA Summary File (e.g. CABONNE (S) (PART A), CABONNE (S) (PART B), CABONNE (S) (PART C)). AURIN has aggregated the data values for the LGA parts where this has occurred.

Tags: 1981, c01, census, persons, place of enumeration, summary
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
GCCSA-G55b Total Family Income (Weekly) by Labour Force Status of Partners for Couple Families with Children-Census 2016

GCCSA based data for Total Family Income (Weekly) by Labour Force Status of Parents/Partners for Couple Families With Children, in General Community Profile (GCP), 2016 Census. Count of couple families with children. 'Employed, worked full-time' is defined as having worked 35 hours or more in all jobs during the week prior to Census Night. Employed, away from work' comprises employed persons who did not work any hours in the week prior to Census Night or who did not state their number of hours worked. G55 is broken up into two sections (G55a-G55b) this section contains '$4000 or more One away from work other not working' - 'Total Total'. The data is by GCCSA 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, children, couple family, family income, g55b, gcp, general community profile, income, labour force, work status
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
LGA15 Education and Training - 2015-2016

Participation in vocational education and training (2015), load Pass Rates of vocational education and training subjects (2015), government-funded vocational education and training subjects (2015), school leavers enrolled in higher education (2016) (all entries that were classified as not shown, not published or not applicable were assigned a null value; no data was provided for Maralinga Tjarutja LGA, in South Australia). The data is by LGA 2015 (based on 2011 geographical boundaries). For more information on statistics used please refer to the PHIDU website, available from: http://phidu.torrens.edu.au/. 
Source: Compiled by PHIDU based on data from the National Centre for Vocational Education Research Ltd., 2015; data from a collection of admissions centres across Australia, 31 March 2016; and the ABS Estimated Resident Population, 30 June 2015.

Tags: education, lga profile 2015, phidu, public health information development unit, torrens university australia, tua, vet, vocational education training
Organization: Torrens University Australia - Public Health Information Development Unit
SA4-based B26 Total Family Income (Weekly) by Family Composition as at 2011-08-11

SA4 based data for Family Income by Family Composition, for 2011 Census. Count of families in family households on Census night based on place of usual residence. Includes same-sex couple families. Excludes 'Lone person', 'Group', 'Visitors only' and 'Other non-classifiable' households. Data sourced from: http://www.abs.gov.au/census. For further information about these and related statistics, contact the National Information and Referral Services on 1300 135 070. Periodicity: 5-Yearly.

Tags: census
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
ABS Census - B52 Household Type By Family Type By Number Of Motor Vehicles (CD) 1991

The 1991 Census Basic Community profiles present 57 tables containing summary characteristics of persons and/or dwellings for Census Collection Districts (CD) in Australia. 
This table contains data relating to household type by family type by number of motor vehicles. Counts are of occupied private dwellings, 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 CD 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 extracted from CDATA91 which was supplied to AURIN by the University of Melbourne. 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, b52, basic community profile, bcp, cars, census, family composition, place of enumeration, vehicles
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
City of Melbourne CLUE Floor Space Usage (Block) 2009

This dataset was collected as part of the City of Melbourne's Census of Land Use and Employment (CLUE). The data shows the floor space (in square metres) per city (CLUE) block, classified by their space use and small area allocation. The data is aggregated to the 2016 Blocks for CLUE Boundaries and covers the year period of 2009.
This dataset has been confidentialised to protect the commercially sensitive information of individual businesses. Data in cells which pertain to two or fewer businesses have been suppressed.
For more information please visit the City of Melbourne CLUE Portal and ABS ANZSIC Page.
Please note: 


AURIN has spatially enabled the data acquired 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.


Suppressed values have been set to NULL on the table. The total columns refer to the true total and include these suppressed values.



Tags: 2009, census, clue, floor, land, melbourne, space, use
Organization: Local Government of Victoria - City of Melbourne
SA4-based B36 Dwelling Structure by Number of Bedrooms as at 2011-08-11

SA4 based data for Dwelling Structure By Number Of Bedrooms, for 2011 Census. Count of occupied private dwellings on Census night based on place of usual residence. Excludes 'Visitors only' and 'Other non-classifiable' households. Data sourced from: http://www.abs.gov.au/census. For further information about these and related statistics, contact the National Information and Referral Services on 1300 135 070. Periodicity: 5-Yearly.

Tags: census
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
GCCSA-P03 Place of Usual Residence on Census Night by Age-Census 2016

GCCSA based data for Place of Usual Residence on Census Night by Age, in Place of Enumeration Profile (PEP), 2016 Census. Count of persons. People were counted in the following categories: at home on census night, visitor from same SA2, visitor from a different SA2 and corresponding state visiting, total visitors and overseas visitors. The data is by GCCSA 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, age, census, p03, pep, place of enumeration profile, place of residence, usual residence
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
SSD Medical Benefits Scheme (MBS) Services 2009-2010

Medical Benefits Scheme (MBS) services provided including: GP services, enhanced primary care services, health assessments, Better Access Progam services and Practice Nurse services by SSD, from 2009 to 2010.

Tags: better access program, general practitioners, gp, health, health assessments, mbs services, primary care, psychiatrists, psychologists, well being
Organization: Torrens University Australia - Public Health Information Development Unit