AndreaBozzo/ceres-open-data-index huggingface dataset:
SA3-G10a Country of Birth by Year of Arrival in Australia-Census 2016

SA3 based data for Country of Birth of Person by Year of Arrival in Australia, in General Community Profile (GCP), 2016 Census. Count of persons born overseas. G10 is broken up into 3 sections (G10a - G10c), this section contains 'Canada Year of arrival Before 1946' - 'Ireland Year of arrival 2006 to 2010'. Where arrival is stated as the year 2016 it corresponds to the period 1 January 2016 to 9 August 2016. The list of countries consists of the most common Country of Birth responses (excluding Australia) reported in the 2011 Census. 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, Country of birth, arrival year, birthplace, census, g10a, gcp, general community profile, overseas, sa3
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
SA4-P42b Industry of Employment by Occupation-Census 2016

SA4 based data for Industry of Employment by Occupation, in Place of Enumeration Profile (PEP), 2016 Census. Count of employed persons aged 15 years and over (excludes overseas visitors). P42 is broken up into two sections (P42a - P42b), this section contains 'Total Occupation Managers' - 'Total Total'. 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, employment, industry, occupation, p42b, pep, place of enumeration profile, work
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
UTAS IRP - Predicted Proportion of Underinsurance (SA1) 2016

This dataset presents the footprint of the proportion of underinsurance across Australia. The data is aggregated to Statistical Area Level 1 (SA1) geographic areas from the 2016 Australian Statistical Geography Standard (ASGS). House and contents underinsurance is understood as homeowners having no house insurance and renters having no contents insurance to cover adverse events. 
To create this dataset, researchers developed a method to extrapolate the patterns of underinsurance evident in the 2015 Australian Survey of Social Attitudes (AuSSA), an omnibus postal survey of Australian adults (Blunsdon, 2016). To do this, they combined the results of the full model of underinsurance with the 2016 Socio-Economic Indexes for Areas (SEIFA) (Australian Bureau of Statistics, 2019). For this spatial mapping, regression coefficients were converted to probabilities by taking the exponent of each coefficient to generate the odds ratio and then using the formula: probability = odds/(1+odds). For each SA1 unit (containing approximately 150 households), the proportion of residents or households was determined for each predictor variable from raw census data. The level of underinsurance (proportion of people predicted not to have insurance) was then predicted separately for renters and owner-occupiers for every SA1 and a single map generated by weighting the predictions by the proportion of renters and owner-occupiers per SA1.
For further information about this dataset and its creation, please refer to the publication: Booth, K., &amp; Kendal, D. (2019). Underinsurance as adaptation: Household agency in places of marketisation and financialisation. Environment and Planning A: Economy and Space.
Please note:


The researchers acknowledge some limitations with the data, including the lack of data on rental properties. They do not know whether these properties are insured by landlord-investors and how this may be associated with sociodemographic variables and contribute to the mapping.


This research was in part supported by the Australian Government through the Australian Research Council Discovery Program (DP170100096).



Tags: Economic geography , HUMAN SOCIETY, Human geography
Organization: University of Tasmania - Insurance Research Program
AIHW - Maternity Indicators - Episiotomy for Women having First Birth for Non-instrumental Vaginal Births (%) (SA3) 2014-2016

This dataset presents the footprint of the percentage of women who had an episiotomy when giving birth for the first time and giving birth vaginally and non-instrumentally, by the mother's usual residence. This has been calculated with the number of females having their first baby who had an episiotomy during a non-instrumental vaginal birth, divided by the number of females having their first baby who gave birth vaginally and had a non-instrumental vaginal birth, and multiplied by 100. The data spans the years of 2014-2016 and is aggregated to Statistical Area Level 3 (SA3) geographic areas from the 2011 Australian Statistical Geography Standard (ASGS).
The data is sourced from the National Perinatal Data Collection (NPDC), which is a national population-based cross-sectional collection of data on pregnancy and childbirth. The data are based on births reported to the perinatal data collection in each state and territory in Australia. Midwives and other birth attendants, using information obtained from mothers and from hospital or other records, complete notification forms for each birth. A standard de-identified extract is provided to the Australian Institute of Health and Welfare (AIHW) on an annual basis to form the NPDC.
For further information about this dataset, please visit:


Australian Institute of Health and Welfare - National Core Maternity Indicators Data Tables.


Metadata Online Registry Entry.


Please note:


AURIN has spatially enabled the original data.


A birth is defined as an event in which a baby comes out of the uterus after a pregnancy of at least 20 weeks gestation or weighing 400 grams or more.


Included are those females who gave birth for the first time and had a vaginal birth, with or without instruments. Females who had a multiple birth are included if this was the first time they had given birth.


Excluded are those females who did not give birth for the first time or gave birth by caesarean section.


Non-instrumental vaginal births include spontaneous vaginal and vaginal breech.


Caution should be used when interpreting these results. There was no standardised collection across jurisdictions for the data used to derive this indicator.


For multiple births, the perineal status after the birth of the first-born baby was used.


From 2004 to 2013, a combined laceration and episiotomy value could be recorded; from 2014 onwards, episiotomy could be recorded separately.


Data were not available from Victoria for 2009.


Data for Statistical Local Area Level 3 (SA3) of mother's usual residence reported using a 3-year aggregate, 2014-2016.


The sum of the reported 'Grouped by' values may not equal the Australia total.



Tags: health, population
Organization: Government of the Commonwealth of Australia - Australian Institute of Health and Welfare
ABS Census - B39 Labour Force Status (Part-Time/Full-Time) Of Sole Parents (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 labour force status (part-time/full-time) of sole parents. Counts are of one parent families, 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, b39, basic community profile, bcp, census, employment, parents, place of enumeration, work status
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
SA4-P14 Religious Affiliation by Sex-Census 2016

SA4 based data for Religious Affiliation by Sex, in Place of Enumeration Profile (PEP), 2016 Census. Count of persons. 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, p14, pep, place of enumeration profile, religion, religious affiliation, sex
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
ABS Census - B46 Structure Of Dwelling - Occupied Private Dwellings - Persons (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 structure of occupied private dwellings. Counts are of persons in 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, b46, basic community profile, bcp, census, dwelling structure, place of enumeration, private houses, residents
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
DSS - Quarterly Payment Recipients (LGA) June 2020

This dataset presents counts of payment recipients by payment type for the quarter ending June 2020. The data is based on the recipient's geocoded address aggregated by Local Government Area (LGA) from the Australian Statistical Geography Standard (ASGS) 2014.
The Department of Social Services (DSS) is the Australian Government's lead agency in the development and delivery of social policy, and is working to improve the lifetime wellbeing of people and families in Australia. DSS' policies and services respond to need across people's lives - looking after families, children and older people; providing a safety net for people who cannot fully support themselves; enhancing the wellbeing of people with high needs; assisting people who need help with care; and supporting a diverse and harmonious society. DSS supports people and families in Australia by encouraging independence and participation, and supporting a cohesive society.
For more information on this dataset please visit the Australian Government Open Data.
For further details on payments, see 'A guide to Australian Government payments'.
Please note:


In order to protect individuals' privacy, identified populations between 1 and 4 have been suppressed and replaced with '&lt;5' for confidentiality purposes. Additional data may be suppressed and replaced with 'n.p.' (not provided) to prevent the derivation of identified populations that have values of less than 5.


Individuals who live overseas, individuals who are without a valid home address and individuals who only have a postal address cannot be assigned to a locational boundary. State/territory totals derived from Local Government Area data will not match actual state and territory totals, due to different statistical geography methodologies.


Caveats specific to payments type can be found in the relevant payment description of the original data.


AURIN has spatialised this dataset and have made the following replacements to enforce data type consistency: 


'&lt;5' has been assigned a value of '-1' within the data


A boolean field has been created for each data field to flag left-censored data. 'True' is assigned to fields that have been censored.


'n.p.' (not provided) has been set to Null within the data.



Tags: Demographics, Services, Social Services, Socio-economics
Organization: Australian Government - Department of Social Services
ABS Census - U34 Occupation (LGA) 1986

Local Government Area (LGA) based data for Occupation, from the Australian Bureau of Statistics (ABS) 1986 Census of Population and Housing. Census counts were based on place of usual residence which excludes overseas visitors, Australians overseas, and adjustments for under-enumeration. The data is by LGA 1986 boundaries. Periodicity: 5-Yearly.
This data is used with permission from the ABS. The tabular data was supplied to AURIN by the Australian Data Archives. The cleaned, high resolution 1986 geographic boundaries (cat. no. 1261.0.30.001) are available from Data.gov.au.
For more information please refer to the 1986 Census Dictionary (cat. no. 2102.0).

Tags: population
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
SA2 Economy - National Regional Profile 2010-2014

This dataset contains National Regional Profile (NRP) data on Economy at SA2 level for 2010-2014. The data uses 2011 ABS ASGS boundaries. 
The NRP is designed for users interested in the socio-economic and environmental characteristics of regions - and in comparisons with similar geographies across Australia. Data are arranged under the broad themes/topics of Economy, Industry, People, and Energy and Environment. 
Please note some data are not available for all reference years, for a variety of reasons. For example; there may be conceptual breaks in a data series; the collection frequency may be irregular; some series may have revisions pending; or permission to publish in the NRP may have only been granted recently. In addition, some data series are not available for the full range of geographies. The reasons can include: data owner or custodian preferences; industry identification with a few, particular geographies only; confidentiality protection; and the presence of many suppressed data cells (at smaller geographic levels) thus making true aggregations up to larger ASGS regions difficult. 
This data is ABS data used with permission from the Australian Bureau of Statistics. Please note National Regional Profile (1379.0.55.001) has been discontinued. For the most recent regional data, please see Data By Region (1410.0). 
For more information please visit the  Australian Bureau of Statistics.

Tags: 2010-2014, Economy, abs aggregation, aus, australia, business, employment, income, national regional profile, nrp, property
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
SA2-G50c Non-School Qualification-Level of Education by Industry of Employment by Sex-Census 2016

SA2 based data for Non-School Qualification: Level of Education by Industry of Employment by Sex, in General Community Profile (GCP), 2016 Census. Count of employed persons aged 15 years and over with a qualification. Excludes schooling up to year 12. Excludes persons with a qualification out of the scope of the Australian Standard Classification of Education (ASCED). G50 is broken up into three sections (G50a-G50c) this section contains 'Persons Education and training Graduate Diploma and Graduate Certificate Level' - 'Persons Total 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, education, employment, g50c, gcp, general community profile, industry, non-school, qualification, sex
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
PHIDU - Migration and Humanitarian Program - Family Stream (PHA) 2016

This dataset, released in October 2019, contains the statistics of the Family stream, 2016.
The data is by Population Health Area (PHA) 2016 geographic boundaries based on the 2016 Australian Statistical Geography Standard (ASGS).
Population Health Areas, developed by PHIDU, are comprised of a combination of whole SA2s and multiple (aggregates of) SA2s, where the SA2 is an area in the ABS structure.
For more information please see the data source notes on the data. 
Source: Compiled by PHIDU based on the ABS Census and Migrants Integrated Dataset, August 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: HEALTH SCIENCES, HUMAN SOCIETY, Public health
Organization: Torrens University Australia - Public Health Information Development Unit
SA1-P38b Non-School Qualification: Level of Education by Age by Sex-Census 2016

SA1 based data for Non-School Qualification: Level of Education by Age by Sex, in Place of Enumeration Profile (PEP), 2016 Census. Count of persons aged 15 years and over with a qualification (excludes overseas visitors). Excludes schooling up to Year 12. Excludes persons with a qualification out of the scope of the Australian Standard Classification of Education (ASCED). P38 is broken up into two sections (P38a - P38b), this section contains 'Persons Postgraduate Degree Level Age 35-44 years' - 'Persons Total Total'. 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, age, census, education, non-school, p38b, pep, place of enumeration profile, qualification, sex
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
GCCSA-W08c Industry of Employment by Year of Arrival in Australia by Proficiency in Spoken English-Census 2016

GCCSA based data for Industry of Employment by Year of Arrival in Australia by Proficiency in Spoken English, in Working Population Profile (WPP), 2016 Census. Count of employed persons aged 15 years and over born overseas. Excludes persons who did not state their country of birth. The year 2016 is the period 1 January 2016 to 9 August 2016. W08 is broken up into 5 sections (W08a - W08e), this section contains 'Speaks other language and speaks English Not well or not at all Manufacturing Year of arrival in Australia 2006-2010' - 'Not stated Electricity gas water and waste services Year of arrival in Australia 2011-2015'. 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, arrival in australia, census, employment, english proficiency, industry, industry of employment, language, migration, overseas, w08c, working population profile, wpp
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
SA4-G09f Country of Birth by Age by Sex-Census 2016

SA4 based data for Country of Birth of Person by Age by Sex, in General Community Profile (GCP), 2016 Census. Count of persons. G09 is broken up into 8 sections (G09a - G09h), this section contains 'Females Vietnam Age 0-4 years' - 'Persons Germany Total'. The list of countries consists of the 50 most common Country of Birth responses reported in the 2011 Census. 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, age, birthplace, census, country of birth, g09f, gcp, general community profile, sa4, sex
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
DEE - Commercial Building Disclosure (Point) 2011-2019

This dataset presents the location of point features representing entries into the Australian Building Energy Efficiency Register spanning the years of 2011 to 2019. The data includes entries related to NABERS ratings, Tenancy Lighting Assessments and Building Energy Efficiency Certificates under the Commercial Building Disclosure (CBD) program. Entries are based upon each functional space within a building, so multiples entries may be recorded for a single point location.
The CBD Program is an initiative of the Council of Australian Governments (COAG). It was established by the Building Energy Efficiency Disclosure Act 2010 and is managed by the Australian Government. The CBD Program is a regulatory program that requires energy efficiency information to be provided in most cases when commercial office space of 1,000 square metres or more is offered for sale or lease. The aim is to improve the energy efficiency of Australia's large office buildings and to ensure prospective buyers and tenants are informed. The CBD Downloadable Data Set is a compilation of the entire Building Energy Efficiency Register since its commencement in 2011 into a downloadable form updated on a weekly basis.  
For more information, please visit:


Commercial Building Disclosure - Downloadable Dataset.


Commercial Building Disclosure - Frequently Asked Questions.


Please note:


AURIN has spatially enabled this dataset.


While the Australian Government uses reasonable endeavours to monitor the quality of information available on the CBD website and to update this information regularly, it does not guarantee, and accepts no legal liability whatsoever arising from, or in connection with, the accuracy, reliability, currency or completeness of any material contained on this website or on any linked site.


The Australian Government recommends that users exercise their own skill and care with respect to their use of the CBD website, and the information contained in the CBD Downloadable Data Set.



Tags: energy
Organization: Government of the Commonwealth of Australia - Department of the Environment and Energy