AndreaBozzo/ceres-open-data-index huggingface dataset:
AIHW - Maternity Indicators - Induction of Labour for Selected Women Giving Birth for the First Time (%) (SA3) 2014-2016

This dataset presents the footprint of the percentage of selected women who gave birth for the first time and who had labour induced. This has been calculated with the number of selected females who gave birth for the first time and who had labour induced, divided by all selected females, 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).
Women included are those who gave birth for the first time and met all of the following criteria:


Aged between 20 and 34.


Gestational age at birth between 37 and 41 completed weeks.


Pregnancy has one baby only (singleton).


The presentation of the baby is vertex (baby's head was at the cervix).


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.


Induction of labour is a set of procedures (pharmacological and/or instrumental) to start the uterus contracting and begin the process of labour.


Gestational age is a clinical measure of the duration of the pregnancy. For the NPDC gestational age is reported as completed weeks.


Data for selected women criteria, parity, were not available from Victoria for 2009.


Data for Tasmania from 2004 to 2012 were not available. For Tasmania from 2005 to 2012, presentations via caesarean births were not reported by hospitals still using paper-based form. Where a caesarean section occurred the presentation was recorded as ‘Not stated’. Presentations via caesarean births were included in the paper-based form from 1 January 2013. The year 2004 was not included in this analysis.


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
SA4-G17b Total Personal Weekly Income by Age by Sex-Census 2016

SA4 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 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, census, g17b, gcp, general community profile, personal income, sa4, sex, weekly income
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
ABS - Net Internal and Overseas Migration Estimates - by Age (GCCSA) 2017-2020

This dataset presents the estimates of the internal and overseas migration statistics of Australia by age by Greater Capital City Statistical Area (GCCSA) following the 2016 Australian Statistical Geography Standard (ASGS). The dataset spans from the 2016-17 financial year up to the 2019-20 financial year.
Overseas migration is the movement of people from overseas to Australia's sub-state areas and vice-versa.  It cannot be directly measured and is estimated by breaking down overseas migrant arrivals and departures at the state level to sub-state areas, using information from the most recent Census. The state-level overseas migration data is sourced from Department of Home Affairs processing systems, visa information, and incoming passenger cards, and is published in National, state and territory population.
Internal migration is the movement of people across a specified boundary within Australia involving a change in place of usual residence. It cannot be directly measured and is instead estimated using administrative data. The movement of people between and within Australia's states and territories cannot be directly measured and is estimated using administrative data. Internal migration is estimated based on a combination of Census data (usual address one year ago), Medicare change of address data (provided by Services Australia), and Department of Defence records (for military personnel only). 
The Medicare source data is assigned to a state or territory and GCCSA for a person's departure and arrival locations, based on the postcodes of their residential addresses as registered with Medicare. Postcodes are assigned wholly to a state/territory and GCCSA based on best fit. Where a postcode is split across areas, it is assigned to the area that contains the majority of that postcode's population.
For more information please visit the Regional population methodology.
AURIN has spatially enabled the original data.

Tags: Demography, HUMAN SOCIETY, Migration
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
GCCSA-I15d Non-School Qualification: Level of Education by Indigenous Status by Age by Sex-Census 2016

GCCSA based data for Non-School Qualification: Level of Education by Indigenous Status by Age by Sex, in Aboriginal and Torres Strait Islander People Profile (ATSIP), 2016 Census. Count of 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). I15 is broken up into 4 sections (I15a – I15d), this section contains 'Persons Non-Indigenous 35-44 years Postgraduate Degree Graduate Diploma and Graduate Certificate Level' - 'Persons Total 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: age, education, non-school, qualification, sex
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
LGA-G51c Industry of Employment by Age by Sex-Census 2016

LGA based data for Industry of Employment by Age by Sex, in General Community Profile (GCP), 2016 Census. Count of employed persons aged 15 years and over. G51 is broken up into four sections (G51a-G51d) this section contains 'Females Inadequately described Not stated Age 15-19 years' - 'Persons Arts and recreation services 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, employment, g51c, gcp, general community profile, industry, sex, work
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
CCD-B08 Language Spoken at Home by Sex-Census 1996

Census Collection District (CCD) based data for Language Spoken at Home by Sex, in Basic Community Profile, 1996 Census. Count persons aged 5 years and over. The data is by CCD 1996 boundaries. Periodicity: 5-Yearly. 
This data is ABS data (geographic boundary cat. no. 1261.0.30.001 &amp; census dictionary cat. no. 2901.0) used with permission from the Australian Bureau of Statistics. 
For more information visit  the ABS .

Tags: 1996, b08, basic community profile, bcp, census, language, spoken at home
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
SA1-P17a Total Personal Weekly Income by Age by Sex-Census 2016

SA1 based data for Total Personal Income (Weekly) by Age by Sex, in Place of Enumeration Profile (PEP), 2016 Census. Count of persons aged 15 years and over. P17 is broken up into 3 sections (P17a - P17c), this section contains 'Males Negative Nil income Age 15-19 years' - 'Females $150-$299 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, income, p17a, pep, personal income, place of enumeration profile, sa1, sex, weekly
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
SA1-based B39 Place of Usual Residence 5 Years Ago by Sex as at 2011-08-11

SA1 based data for Place Of Usual Residence 5 Years Ago By Sex, for 2011 Census. Count of persons aged 5 years and over on Census night based on place of usual residence. 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
TERN Weekly Pollen Count - University of Tasmania, Hobart, Tasmania 2007-2010

The datafile, published by the Terrestrial Ecosystem Research Network (TERN) contains the composition and abundance of airborne pollen in the suburb of Sandy Bay (University of Tasmania), Hobart, Tasmania, Australia. The data was collected for the period between July 2007 to December 2010 as part of a large research program looking at atmospheric particles and human health and phenology of urban planted environments (see Tng, DYP, Hopf, F, Haberle, SG, Bowman, DMJS 2010, Seasonal pollen distribution in the atmosphere of Hobart, Tasmania: preliminary observations and congruence with flowering phenology. Australian Journal of Botany 58, 440–452).
Airborne pollen counts were derived from deployment of a seven-day Hirst-type volumetric pollen and spore trap located on a rooftops at 12m above the ground. The Hirst-type sampler uses a range of adhesive surface compounds including vaseline and 10% paraffin wax in toluene on MelinexTM tape (Burkard Manufacturing Co. Ltd., Rickmansworth, Hertfordshire, UK), silicon-based adhesive (Lanzoni s.r.l., Bologna, Italy). The seven-day tapes are then cut into 24-hr segments and mounted on glass slides with a stain such as fuchsine stained Gelvatol. Analysis of each 24-hr period is conducted by counting four transects at 400 magnification. The data is summed to provide an average weekly pollen count.
For more information please visit the Australian Centre for Ecological Analysis and Synthesis (ACEAS) Data Portal.
Please note: 


AURIN has spatially enabled the original data, acquired via the ACEAS Data Portal with permission from TERN.


This dataset allows you to filter the data by the date of collection.



Tags: airborne, atmosphere, environement, health, hobart, pollen
Organization: Terrestrial Ecosystem Research Network
GCCSA-G45a Labour Force Status by Sex of Parents by Age of Dependent Children for One Parent Families-Census 2016

GCCSA based data for Labour Force Status by Sex of Parent by Age of Dependent Children for One Parent Families, in General Community Profile (GCP), 2016 Census. Count of dependent children in one parent families. Comprises children aged under 15 years and dependent students aged 15-24 years who were present at their usual residence on Census Night. G45 is broken up into 2 sections (G45a - G45b), this section contains 'Male Lone Parent Employed Worked Full-time Age Of Dependent Children 0-4 Years' - 'Total Lone Parents Employed Worked Full-time 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, age, census, dependent children, family, gcp, general community profile, labour force, lone parent, sex, work status
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
SA4 Estimates of Personal Income - Employee Income by Occupation and Sex 2010-2015

This dataset presents aggregated values of Employee Income by Occupation and Sex 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 Statistical Area Level 4 (SA4) 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
PHIDU - Age Distribution - 5 Year Age Groups: Females (PHN) 2019

This dataset, released September 2020, contains female estimated resident population by 5 year age groups: 0-4 years to 85+ years, 2019. 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 ABS 3235.0 Population by Age and Sex, Regions of Australia, 30 June 2019. 
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 B27 Family Blending as at 2011-08-11

SA4 based data for Family Blending, for 2011 Census. Count of couple families with children on Census night based on place of usual residence. Excludes 'Couple families with no children', 'One parent families' and 'Other families'. Excludes families in: 'Non-family/Non-classifiable households', 'Non-private dwellings' and 'Migratory, off-shore and shipping' SA2s. 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 - Data by Region - Family & Community (GCCSA) 2011-2018

This dataset presents data on family and community available from the ABS Data by Region statistics. This release of Data by Region presents various data for 2011-2018 and Census of Population and Housing data for 2011 and 2016 and is based on the Greater Capital City Statistical Area (GCCSA) 2016 boundaries. The dataset includes information in the following specified areas of family and community: Gifts/Donations Reported by Taxpayers, Method of Travel to Work, Households, Families, Count of All Children in Family, Social Marital Status &amp; Registered Marital Status, Unpaid Work, Access to Internet at Home, Housing Suitability, Dwelling Structure, Tenure Type, Rent and Mortgage Payments, Housing Stress, Commuting to Work and Socio Economic Indexes of Areas (SEIFA).
Data by Region contains a standard set of data for each region type, depending on the availability of statistics for particular geographies. Data are sourced from a wide variety of collections, both ABS and non-ABS. When analysing these statistics, care needs to be taken as time periods, definitions, methodologies, scope and coverage can differ across collections. Where available, data have been presented as a time series - to enable users to assess changes over time. However, when looked at on a period to period basis, some series may sometimes appear volatile. When analysing the data, users are encouraged to consider the longer term behaviour of the series, where this extra information is available.
For more information please visit the Explanatory Notes.
AURIN has made the following changes to the original data:


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


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


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


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



Tags: Demographics, Economic, Housing
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
GCCSA-G42 Place of Usual Residence 5 Years Ago by Sex-Census 2016

GCCSA based data for Place of Usual Residence 5 Years Ago by Sex, in General Community Profile (GCP), 2016 Census. Count of persons aged 5 years and over. 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, 5 years ago, census, g42, gcp, general community profile, past residence, residence, sex, usual residence
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
LGA-G01 Selected Person Characteristics by Sex-Census 2016

LGA based data for Selected Person Characteristics by Sex, in General Community Profile (GCP), 2016 Census. Count of persons. The dataset includes the following characteristics: age bracket, location on census night, Aboriginal and/or Torres Strait Islander status, birthplace, language spoken at home, Australian citizenship, age bracket of those attending an educational institution, highest year level of schooling complete and occupation of a private or other dwelling. 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, g01, gcp, general community profile, lga, person characteristics
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
SA2-P40a Labour Force Status by Age by Sex-Census 2016

SA2 based data for Labour Force Status by Age by Sex, in Place of Enumeration Profile (PEP), 2016 Census. Count of persons aged 15 years and over (excludes overseas visitors). P40 is broken up into two sections (P40a and P40b), this section covers 'Males Employed worked Full time Age  15-19 years' - 'Females Total unemployed 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, age, census, employment, labour force, p40a, pep, place of enumeration profile, sex, work status
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
PHIDU - Migration and Humanitarian Program - Humanitarian Program (PHN) 2016

This dataset, released in October 2019, contains the statistics of the Humanitarian Program, 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 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