AndreaBozzo/ceres-open-data-index huggingface dataset:
SNAMUTS - Indicators by Activity Nodes (Point) 2011

This dataset presents the Spatial Network Analysis for Multimodal Urban Transport Systems (SNAMUTS) indicators by activity node locations for the year of 2011.
SNAMUTS Australia is a multiple indicator tool to assess public transport network performance and land use-transport integration in Australia's five largest metropolitan areas (Adelaide, Brisbane, Melbourne, Perth, Sydney), at SA1 level and for specified activity nodes in the census years 2011, 2016 and 2021. SNAMUTS is a decision-making support tool designed to inform strategies for public transport infrastructure and service improvements, land use intensification and overall metropolitan strategic planning. It also allows for timeline and city-to-city comparisons on public transport performance and accessibility indicators between about 30 cities on four continents.
SNAMUTS has been developed and refined with funding from the Australian Research Council (DP110104884), the European Science Foundation (COST TU1002), the Cities of Melbourne, Manningham and Perth, internal support through RMIT University, Curtin University and University of Melbourne, the Sustainable Built Environment National Research Centre (SBENRC), AURIN and in-kind support by the University of Porto, Goudappel Coffeng, University of Amsterdam, University of Gothenburg, Norwegian University of Life Sciences, Western Norway University of Applied Sciences, Concordia University and University of Westminster.
These are known as the eight key SNAMUTS indicators, they include:
- Transfer intensity (degree centrality)
- Ease of movement (closeness centrality),
- Geographical reach of public transport journeys (30-minute contour catchment)
- Spatial concentration of public transport journey paths (betweenness centrality and transfer propensity)
- Flexibility of movement (nodal connectivity)
- Future-proofness of the network (nodal resilience)
- A composite index for overall public transport accessibility.
It is based on public transport network and timetable information available publicly through transport agencies (Adelaide Metro, Translink, PTV, Transperth, TfNSW) and ABS census data (usual residential population and journey-to-work destinations) for the three years (2011, 2016, 2021). This data can be viewed in conjunction with the corresponding routes dataset: "SNAMUTS - Route Segment (Polyline) 2011".
For more information, please refer to the SNAMUTS website. A full list of SNAMUTS publications can be found at http://www.snamuts.com/publications.html.

Tags: indicator, transport
Organization: Spatial Network Analysis For Multi-Modal Urban Transport Systems
ABS - Jobs In Australia - Employee Jobs and Income by Industry (SA4) 2014-15

This dataset presents aggregated data regarding employee jobs and median employee income per job, classified by industry subdivision at Statistical Area Level 4 (SA4). The data spans over the 2014-15 financial year and is aggregated to the 2016 SA4 boundaries.
Jobs in Australia provide aggregate statistics and are sourced from the Linked Employer-Employee Dataset (LEED). It provides new information about filled jobs in Australia, the people who hold them, and their employers. An 'employee Job' refers to a job for which the occupant receives remuneration in wages, salary, payment in kind, or piece rates. This excludes self-employment jobs held by Owner-Managers of Unincorporated Enterprises (OMUE).
The job counts in this release differ from the filled job estimates from other sources such as the Australian Labour Account and the Labour Force Australia. The Jobs in Australia release provides insights into all jobs held throughout the year, while the Labour Account data provides the number of filled jobs at a point-in-time each quarter (and annually for the financial year reference period), and Labour Force Survey data measures the number of people employed each month. 
For more information on the release please visit the Australian Bureau of Statistics
This release provides statistics on the number and nature of jobs, the people who hold them, and their employers. These statistics can be used to understand regional labour markets or to identify the impact of major changes in local communities. The release also provides new insights into the number of jobs people hold, the duration of jobs, and the industries and employment income of concurrent jobs.
The scope of these data includes individuals who submitted an individual tax return to the Australian Taxation Office (ATO), individuals who had a Pay As You Go (PAYG) payment summary issued by an employer and their employers.
AURIN has spatially enabled the original data. The following additional changes were made:


Where data was not published for confidential reasons, "np" in the original data, the records have been set to null.


Total values may be higher than the sum of the published components due to this confidentialisation.



Tags: COMMERCE, Demography, Demography not elsewhere classified, ECONOMICS, HUMAN SOCIETY, Human resources, MANAGEMENT, Other economics, TOURISM AND SERVICES, industrial relations
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
AIHW - Medicare Benefits Schedule Statistics - GP and Specialist Attendances by Age Group and Sex (%) (PHN) 2016-2017

This dataset presents the footprint of the rates of general practitioner (GP) and specialist attendances by age group and sex. The data spans the financial year of 2016-2017 and is aggregated to 2015 Department of Health Primary Health Network (PHN) areas, based on the 2011 Australian Statistical Geography Standard (ASGS).
The data is sourced from the Medicare Benefits Schedule (MBS) claims data, which are administered by the Australian Government Department of Health. These claims data are derived from administrative information on services that qualify for a Medicare benefit under the Health Insurance Act 1973 and for which a claim is processed by the Department of Human Services.
For further information about this dataset visit the data source: Australian Institute of Health and Welfare - Medicare Benefits Schedule GP and Specialist Attendances and Expenditure in 2016-17 Data Tables.
Please note:


AURIN has spatially enabled the original data using the Department of Health - PHN Areas.


MBS claims data do not include services that were provided free of charge to public patients in hospitals or were subsidised by the Department of Veterans' Affairs, compensation arrangements or through other publicly funded programs including jurisdictional salaried GP services provided in remote outreach clinics.


GP attendances are Medicare benefit-funded patient/doctor encounters, such as visits and consultations, for which the patient has not been referred by another doctor. GP attendances do not include services provided by practice nurses and Aboriginal and Torres Strait Islander health practitioners on a GP's behalf.


GP after-hours attendances are Medicare benefit-funded after-hours patient/doctor encounters, such as visits and consultations, for which the patient has not been referred by another doctor. They include urgent and non-urgent attendances.


Specialist attendances are Medicare benefits-funded referred patient/doctor encounters, such as visits, consultations, and attendances by video conference, involving medical practitioners who have been recognised as specialists or consultant physicians for Medicare benefits purposes.



Tags: health, population
Organization: Government of the Commonwealth of Australia - Australian Institute of Health and Welfare
SA3-W16a Occupation by Total Personal Income (weekly) by Age-Census 2016

SA3 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 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, census, income, occupation, personal income, w16a, weekly income, work, working population profile, wpp
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
ABS - Socio-Economic Indexes for Areas (SEIFA) - The Index of Education and Occupation (CD) 2006

This data is Census Collection Districts (CD) based Socio-Economic Indexes for Areas (SEIFA) Index of Education and Occupation (IEO) - This index includes all education and occupation variables only, based on the 2006 census. The data follows the 2006 Australian Standard Geographical Classification (ASGC) boundaries.
The Australian Bureau of Statistics (ABS) has developed indexes to allow ranking of regions/areas, providing a method of determining the level of social and economic wellbeing in that region. There are four indexes included in the SEIFA 2006 product. They relate to socio-economic aspects of geographic areas. Each index summarises a different aspect of the socio-economic conditions in an area. The indexes have been obtained by a technique called principal components analysis. This technique summarises the information from a variety of social and economic variables, calculating weights that will give the best summary for the underlying variables. For the SEIFA indexes, each index uses a different set of underlying variables.
All the indexes (including the Index of Relative Socio-Economic Disadvantage) have been constructed so that relatively disadvantaged areas (e.g. areas with many low income earners) have low index values.
This data is ABS data (catalogue number: 2033.0.55.001) used with permission from the Australian Bureau of Statistics. 
For more information on this data please visit the Australian Bureau of Statistics.Please note: 

AURIN has spatially enabled the original data following the 2006 ASGC.


Tags: seifa
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
OpenStreetMap - Places - Points (Australia) 2021

This dataset was extracted from OpenStreetMap (OSM) across the geographic area of Australia on 02 December 2021. Its purpose is to display places as points within Australia. Note, however, as this dataset is built by a community of mappers, there is no guarantee of its spatial or attribute accuracy. Use at your own risk.
For more information about the map features represented in this dataset (including their attributes), refer to the OpenStreetMap Wiki.
Please note:


The original data for this dataset has been downloaded from Geofabrik on 02 December 2021.


Due to changes in tagging, previous versions of OSM may not be comparable with this release.



Tags: BUILT ENVIRONMENT AND DESIGN, Urban, regional planning
Organization: OpenStreetMap
AEDC - Communication Skills and General Knowledge (SA3) 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 2016 Statistical Areas Level 3 (SA3) 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.


AEDC results for Daly - Tiwi - West Arnhem (SA3 code 70203) and East Arnhem (SA3 code 70204) are combined in the original data. AURIN has assigned the results for these regions to the boundary of Daly - Tiwi - West Arnhem and excluded the boundary of East Arnhem from this dataset.



Tags: childhood, development, population
Organization: Government of the Commonwealth of Australia - Australian Early Development Census
LGA11-based B31 Dwelling Structure as at 2011-08-11

LGA11 based data for Dwelling Structure, for 2011 Census. Count of occupied and unoccupied private dwellings and persons in occupied private dwellings on Census night based on place of usual residence. Count of all persons enumerated in the dwelling on Census Night, including visitors from within Australia. Excludes usual residents who were temporarily absent on Census Night. 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
SA4-based B13 Language Spoken at Home by Sex as at 2011-08-11

SA4 based data for Language spoken at home by Sex, for 2011 Census. Count of all persons on Census night based on place of usual residence. This list of languages consists of the most common Language Spoken at Home responses reported in the 2006 Census. 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
SA3-I14a Selected Labour Force, Education and Migration Characteristics by Indigenous Status by Sex-Census 2016

SA3 based data for Selected Labour Force, Education and Migration Characteristics by Indigenous Status by Sex, in Aboriginal and Torres Strait Islander People Profile (ATSIP), 2016 Census. Count of persons. I14 is broken up into 2 sections (I14a – I14b), this section contains 'Persons aged 15 years and over Aboriginal and or Torres Strait Islander Males’ - 'Non-school qualifications Certificate II Indigenous status not stated Females’. 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: aboriginal torres strait islander peoples, atsip, education, migration
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
SA2 Agricultural Commodities - Businesses Involved 2015-2016

This dataset presents counts of businesses involved in the production of agricultural commodities, in Australia by Statistical Area Level 2 (SA2), from the 2015-2016 Agricultural Census. Data is aggregated to 2011 ASGS SA2 boundaries. 
The Agricultural Census is conducted once every five years. The scope of the 2015-16 Agricultural Census was all businesses undertaking agricultural activity recorded on the Australian Bureau of Statistics’ Business Register (ABSBR) above a minimum threshold applied to the estimated value of their agricultural operations. The threshold for the 2015-16 Agricultural Census was all agricultural businesses with an Estimated Value of Agricultural Operations (EVAO) of $40,000 or greater. This is a change from previous ABS Rural Environment and Agricultural Collections, where a  EVAO threshold of $5,000 or greater was used. As a result of the change in scope, the estimates from the 2015-16 Agricultural Census will not be directly comparable to previously published Agricultural Censuses or annual Rural Environment and Agricultural Commodity Survey outputs. The 2015-16 Census final estimates are based on the achieved target response rate of 85% from an in-scope population of approximately 103,400 agricultural businesses. 
The estimates in this dataset are based on information obtained from agricultural businesses that responded to the 2015-16 Agricultural Census. However, since not all of the businesses that were selected provided data, the estimates are subject to sampling variability; that is, they may differ from the figures that would have been produced if information had been collected from all businesses. Most published estimates have relative standard errors (RSEs) less than 10%. For some states and territories with limited production of certain commodities, RSEs are greater than 10%. Estimates with an RSE greater than 50% are considered too unreliable for general use and hence have been removed from the data.
This data is ABS data (catalogue number: 7121.0) used with permission from the Australian Bureau of Statistics.
For more information on the dataset please visit the Australian Bureau of Statistics.
Please note: 


Estimates with an RSE value greater than 50% and are considered too unreliable for general use and have been removed from the data


Where data was not published or not applicable the records have been set to null



Tags: Australia, agriculture, aus, business, commodities
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
SA1-based B02 Selected Medians and Averages as at 2011-08-11

SA1 based data for Selected Medians and Averages, for 2011 Census. Median Age, $/week, $/Month, Number. 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: averages, medians
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
LGA-B10 Religion by Sex-Census 1996

LGA based data for Religion by Sex, in Basic Community Profile, 1996 Census. Count of persons all persons. 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, b10, basic community profile, bcp, beliefs, census, relgion
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
GCCSA-W02b Status in Employment by Age by Sex-Census 2016

GCCSA based data for Status in Employment by Age by Sex, in Working Population Profile (WPP), 2016 Census. Count of employed persons aged 15 years and over. W02 is broken up into 2 sections (W02a - W02b), this section contains 'Persons 40-44 years Owner managers of unincorporated enterprises' - 'Persons 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, employment, employment status, w02b, work, working population profile, wpp
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
National Pollutant Inventory - Facilities (Point) 2018

This dataset presents the point locations of facilities with known emissions of toxic substances, it also provides information to identify these facilities and the business entities which run them.
This dataset is part of the National Pollutant Inventory Data, the NPI program provides a significant amount of information about emissions to the environment.
For more information please visit the Australian Government Data Portal and the NPI.

Tags: chemical, emission, facilities, inventory, national, points, pollutant, pollution, substance, toxic
Organization: Government of the Commonwealth of Australia - Department of the Environment and Energy
AIHW - Mortality Over Regions and Time (MORT) Books - Deaths Due to All Causes by Sex (PHN) 2012-2016

This dataset presents the footprint of statistics related to deaths due to all causes (combined) by sex. The reported statistics include year of death, total deaths, crude rates, age-standardised rates, rate ratio, median age at death, premature deaths, potential years of life lost and potentially avoidable deaths. The data spans the years of 2012-2016 and is aggregated to 2017 Department of Health Primary Health Network (PHN) areas, based on the 2016 Australian Statistical Geography Standard (ASGS).
Mortality Over Regions and Time (MORT) books are workbooks that contain recent deaths data for specific geographical areas, sourced from the Australian Institute of Health and Welfare (AIHW) National Mortality Database. They present various statistics related to deaths by all causes and leading causes of death by sex for each geographical area.
For further information about this dataset, visit the data source:Australian Institute of Health and Welfare - MORT Books.
Please note:


AURIN has spatially enabled the original data using the Department of Health - PHN Areas.


Cause of Death Unit Record File data are provided to the AIHW by the Registries of Births, Deaths and Marriages and the National Coronial Information System (managed by the Victorian Department of Justice) and include cause of death coded by the Australian Bureau of Statistics (ABS). The data are maintained by the AIHW in the National Mortality Database.


Year refers to the year of registration of death. Deaths registered in 2013 and earlier are based on the final version of the cause of death data; deaths registered in 2014 are based on revised version; deaths registered in 2015 and 2016 are based on preliminary versions. Revised and preliminary versions are subject to further revision by the ABS.


Cause of death information are based on the underlying cause of death and are classified according to the International Classification of Diseases and Related Health Problems (ICD). Deaths registered in 1997 onwards are classified according to the 10th revision (ICD-10).


Unknown/missing includes deaths where place of usual residence was overseas, no fixed abode, offshore and migratory, and undefined.


Population counts are based on estimated resident populations at 30 June for each year. Australian estimated resident population data are sourced from Australian demographic statistics (ABS cat. no. 3101.0).



Tags: health, population
Organization: Government of the Commonwealth of Australia - Australian Institute of Health and Welfare