AndreaBozzo/ceres-open-data-index huggingface dataset:
Mobility Australia - Queensland Monthly Bus Origin-Destination Flow (SA2) 2020

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
ABS - Regional Population - Population Estimates by Age and Sex (GCCSA) 2017

This dataset presents the preliminary estimates of the resident population by age and sex as at 30 June 2017. The data is aggregated to Greater Capital City Statistical Areas (GCCSA), according to the 2016 edition of the Australian Statistical Geography Standard (ASGS).
Estimated resident population (ERP) is the official estimate of the Australian population, which links people to a place of usual residence within Australia. Usual residence within Australia refers to that address at which the person has lived or intends to live for six months or more in a given reference year. For the 30 June reference date, this refers to the calendar year around it. Estimates of the resident population are based on Census counts by place of usual residence (excluding short-term overseas visitors in Australia), with an allowance for Census net undercount, to which are added the estimated number of Australian residents temporarily overseas at the time of the Census. A person is regarded as a usual resident if they have been (or expected to be) residing in Australia for a period of 12 months or more over a 16-month period.
This data is ABS data (catalogue number: 3235.0) available from the Australian Bureau of Statistics.
For more information please visit the Explanatory Notes.


AURIN has spatially enabled the data.


Regions which contain unpublished data have been left blank in the dataset.



Tags: Demographics, Population
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
SA3-G57a Occupation by Age by Sex-Census 2016

SA3 based data for Occupation by Age by Sex, in General Community Profile (GCP), 2016 Census. Count of employed persons aged 15 years and over. G57 is broken up into two sections (G57a-G57b) this section contains 'Males 15-19 years Occupation Managers' - 'Females Total Total'. The data is by SA3 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, g57a, gcp, general community profile, occupation, sex
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
Demographic Variables by PBC for 2013 Australian federal election

Demographic variables of 7500 Polling Booth Catchments (PBCs) in Australia. The SA1s at the 2011 Census of Population and Housing were spatially allocated to a nearest polling booth location to form polling booth catchments within each of the 150 Electoral Divisions. The 150 booth catchments layers were then merged into one Australia booth catchments layer. The demographic variables were derived from 2011 census.

Tags: census, demographic, federal election, polling booth catchment
Organization: University of Queensland - eResearch Group
ABS Census - E04 Age By Sex - Aboriginal And Torres Strait Islander Persons (SLA) 1991

The 1991 Census Expanded Community Profiles present 44 tables comprising more detailed information than that of the basic community profiles which provide characteristics of persons and/or dwellings for Statistical Local Areas (SLA) in Australia. 
This table contains data relating to age by sex. Counts are of all Aboriginal and Torres Strait Islander 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.

Tags: 1991, age, census, community, e04, ecp, expanded, indigenous, profiles
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
VIC DET - VCAMS Indicators - 11.2: Percentage of Students Achieving National Numeracy Standards (LGA) 2008-2015

This dataset presents indicator 11.2: Proportion of students in Years 3, 5, 7 and 9 who meet or exceed the benchmarks for numeracy. The data covers the years of 2008-2015 and is aggregated by Local Government Areas (LGA) from the 2011 Australian Statistical Geography Standard (ASGS). This dataset is part of the Victorian Department of Education and Training's Victorian Child and Adolescent Monitoring System (VCAMS) data release. This dataset is sourced from the National Assessment Program - Literacy and Numeracy (NAPLAN).
The VCAMS Framework comprises 150 indicators as agreed by the Children's Service Coordination Board. It incorporates 35 outcomes that relate to aspects of children's health, development, safety, learning and well-being in four categories - the child, families, community, and supports and services.
For more information, please visit VCAMS Indicators.
Please note: 


AURIN has spatially enabled the original data.


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



Tags: VIC, Victoria, children, development, education, health, polygon, safety, youth
Organization: Government of Victoria - Department of Education and Training
RAI - Economic Fundamentals Indicators (LGA) 2011

This data has been created by the Regional Australia Institute for the [In]Sight competitive index released in 2012. Modelled on the World Economic Forums Global Competitiveness Report [In]Sight was developed in collaboration with Deloitte Access Economics and combines data from sources including the Australian Bureau of Statistics and the Social Health Atlas of Australia.
Economic conditions determine the quality of the general economic climate in a region. Economic stability is a key factor in ensuring high levels of trust in the market for both consumers and producers. High levels of trust lead to high long term investment rates (by businesses and households) which are an integral component of competitiveness. Conversely uncertainty acts as a deterrent to investment thereby decreasing competitiveness.

Tags: economic activity
Organization: Regional Australia Institute
LGA-B09 Proficiency in English By Years of Arrival-Census 1996

LGA based data for Proficiency in Spoken English by Year of Arrival in Australia, in Basic Community Profile, 1996 Census. Count of persons born overseas and aged 5 years and over. Excludes overseas visitors, persons who did not state their birthplace and persons born overseas who stated they would be in Australia for less than 1 year. The data is by LGA 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, arrival in australia, b09, basic community profile, bcp, census, english, english proficiency, language, migration
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
ABS Census - C20  Hours Actually Worked (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 census information is made up of 34 tables giving data for both persons and dwellings.
This table contains data on hours worked. 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, c20, census, hours, place of enumeration, work, workload 
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
PHIDU - Disabilities (PHN) 2016

This dataset, released September 2017, contains statistics for disabilities relating to Assistance to people with a disability (unpaid), 2016; People with a profound or severe disability (includes people in long-term accommodation), All ages, 2016; People with a profound or severe disability and living in the community, All ages, 2016; People with a profound or severe disability (includes people in long-term accommodation), 0 to 64 years, 2016; People with a profound or severe disability and living in the community, 0 to 64 years, 2016; People with a profound or severe disability (includes people in long-term accommodation), 65 years and over,2016; People with a profound or severe disability and living in the community, 65 years and over, 2016. The data is by Primary Health Network (PHN) 2017 geographic boundaries based on the 2016 Australian Statistical Geography Standard (ASGS).
There are 31 PHNs set up by the Australian Government. Each network is controlled by a board of medical professionals and advised by a clinical council and community advisory committee. The boundaries of the PHNs closely align with the Local Hospital Networks where possible.
For more information please see the data source notes on the data. 
Source: Compiled by PHIDU based on the ABS Census 2016 (unpublished) data
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: HEALTH SCIENCES, HUMAN SOCIETY, Public health
Organization: Torrens University Australia - Public Health Information Development Unit
LGA15 Children Health Risk Factor Estimates - 2014-2015

Estimated number of males, females and total children whose health is at risk in one of the following categories: overweight (age 2-17), obese (age 2-17), and fruit consumption (age 4-17), 2014-15 (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 profile (based on the LGA 2011 geographic boundaries). For more information on statistics used please refer to the PHIDU website, available from: http://phidu.torrens.edu.au/.
Source: Estimates for Population Health Areas (PHAs) are modelled estimates and were produced by the ABS; estimates at the LGA and PHN level were derived from the PHA estimates.

Tags: children, health risk factors, lga profile 2015, phidu, public health information development unit, torrens university australia, tua, young people
Organization: Torrens University Australia - Public Health Information Development Unit
LGA-G17b Total Personal Weekly Income by Age by Sex-Census 2016

LGA based data for Total Personal Income (Weekly) by Age by Sex, in General Community Profile (GCP), 2016 Census. Count of persons aged 15 years and over. G17 is broken up into 3 sections (G17a - G17c), this section contains 'Females $400-$499 Age 15-19 years' - 'Persons $800-$999 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, age, census, g17b, gcp, general community profile, lga, personal income, sex, weekly income
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
SA2-P04b Age by Sex-Census 2016

SA2 based data for Age By Sex, in Place of Enumeration Profile (PEP), 2016 Census. Count of persons. P04 is broken up into two sections (P04a and P04b), this section covers 'Age years 55 Persons' - 'Total Persons'. 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, p04b, pep, place of enumeration profile, sex
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
ABS Census - C28  Rooms per Household (CD) 1981

The 1981 Census Collection District Summary File (CDSF) presents summary characteristics of persons and their dwellings for every Collection District (CD) in Australia for 1981. The census information is made up of 34 tables giving data for both persons and dwellings.
This table contains data on rooms per household. 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 Census Collection District 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".

Tags: 1981, c28, census, household, place of enumeration, rooms
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
ABS Census - U17 Type Of Educational Institution Attending (Full-Time/Part-Time) By Sex (SLA) 1991

The 1991 Census Usual Residents Community Profiles present 25 tables containing summary characteristics of usual residents for Statistical Local Areas (SLA) in Australia. 
This table contains data relating to type of educational institution attending (full-time/part-time) 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 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.

Tags: 1991, census, education, institution, lga, population, residence, u117, urp, usual
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
CER - Small-scale Installations - Small Generation Unit - Solar Panel (POA) 2005

This dataset presents the footprint of the number of installations of small generation unit (SGU) solar panel systems and their rated output in kilowatts (kW). The data spans the months of 2005 and includes the total for the year. The data is aggregated to Postal Areas (POAs) from the 2016 Australian Statistical Geography Standard (ASGS).
Every month the Clean Energy Regulator (CER) publishes small-scale renewable energy installation data files. These data files provide a list of SGU (small-scale solar panel, wind and hydro systems) and kW capacity by installed postcode, and solar water heaters (SWH) and air source heat pumps by installed postcode. The data represents all systems that have had certificates validly created against them. The data includes new installations, upgrades to existing systems and stand-alone (off-grid) systems. This data is not publicly available via the Renewable Energy Certificate (REC) Registry and does not include systems that are pending registration or have been failed by the CER.
For further information about this dataset, visit the data source:Clean Energy Regulator - Postcode Data for Small-scale Installations.
Please note:


AURIN has spatially enabled the original data by joining the data with the 2016 ASGS POAs


The data is current as at 30-09-2018.


Renewable Energy Target (RET) legislation allows a 12 month creation period for registered persons to create their certificates.


Small-scale technology certificates are calculated based on the life of the system. This differs for solar hot water heaters and small generation units (solar panels, wind and hydro). Further information can be found at theRenewable Energy Target FAQ.


Capacity data has been revised to account for past data entry errors which caused significant inconsistencies. These systems were installed between 2001 and 2003. As a result of this revision, the cumulative installed capacity from 2004 onwards has reduced by 5.517MW.



Tags: energy
Organization: Government of the Commonwealth of Australia - Clean Energy Regulator
SA2 Environment - National Regional Profile 2009 - 2013

The National Regional Profile (NRP) presents, for all Australia, a range of data for various types of small regions. Data are available for Local Government Areas, Statistical Areas Levels 2 and other larger geographies. The NRP is intended for users interested in the characteristics of regions and in comparing regions across Australia. Data are in time series, where available. Data sourced from: http://stat.abs.gov.au/. Refer to the source data for further information: http://www.abs.gov.au/AUSSTATS/abs@.nsf/exnote/1379.0.55.001. For further information about these and related statistics, contact the National Information and Referral Services on 1300 135 070. Data current as of 29/06/2015.

Tags:  protected areas, census, energy, environment, farms, nrp, regional profile, water
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
AEDC - Communication Skills and General Knowledge (SA2 Modified) 2009-2018

This dataset contains information from the 'Communication skills and general knowledge' domain of the Australian Early Development Censuses (AEDC) from 2009 - 2018. The data is based on modified 2016 Statistical Areas Level 2 (SA2) boundaries.
The AEDC is a population-based measure of children's development as they enter their first year of full-time school, and takes place nationally every three years. It looks at five domains of early childhood development: physical health and wellbeing (plus three health sub-domains), social competence, emotional maturity, language and cognitive skills, and communication skills and general knowledge.
For more information visit the AEDC website.
Please note suppression of AEDC data occurs when one or more of the following have been met:


Three or fewer children had been assessed


Fewer than fifteen children had valid AEDC scores


Less than two teachers had completed AEDC instruments for children in that location


AEDC instruments were completed for less than 80% of all non special needs children
Additional minor suppression's have occurred where necessary to preserve confidentiality of related suppressed cells.


Please Note:


AURIN has spatially enabled the original data.


Some AEDC results were captured across two SA2 regions, AURIN has created a custom geometry combining the relevant SA2 boundaries for these results.



Tags: childhood, development, population
Organization: Government of the Commonwealth of Australia - Australian Early Development Census