AndreaBozzo/ceres-open-data-index huggingface dataset:
VCGLR -  Population Density and Gaming Expenditure (LGA) 2016 - 2017

This data set includes population and electronic gaming machine (EGM) expenditure breakdowns by local government area (LGA) and gaming venue, demographic statistics, labour statistics and Socio-Economic Indexes for Areas (SEIFA) LGA score and ranking per LGA for the 2016/17 financial year. The data has been joined with LGA 2011 boundaries. 
For more information visit the Victorian Commission for Gambling and Liquor Regulation's (VCGLR) website.
Please note:


AURIN has spatially enabled the original data.


EGM Numbers: a venue may be operating less machines than its licensed or attached numbers


Gaming Machine Density calculations are based on operating gaming machines with attached entitlements divided by adult population divided by 1,000 (gaming machines per 1,000 adults).


Expenditure / EGM: Refers to the average Expenditure per Gaming Machine. In 2013, these figures are based on net expenditures divided by number of gaming machines with attached entitlements.


SEIFA Scores: a lower score indicates that an area is relatively disadvantaged compared to an area with a higher score. Scores should only be used in distributive analysis. Rankings are based on highest score, for example 1st ranking in index of disadvantage means the LGA is least disadvantaged.


Disclaimer: Care must be taken in using any figures for an LGA involving net expenditure and population. The expenditure per person in an LGA may include an amount of expenditure coming from persons not living within the LGA.



Tags: expenditure, gambling, population
Organization: Government of Victoria - Victorian Commission for Gambling and Liquor Regulation
ABS Census - C05  1980 Usual Residence (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 for place of usual residence in 1980. 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: 1980, 1981, c05, census, place of enumeration, residence, usual
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
SA1-P17b 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 Enemeration Profile (PEP), 2016 Census. Count of persons aged 15 years and over. P17 is broken up into 3 sections (P17a - P17c), this section contains 'Females $300-$399 Age 15-19 years' - 'Persons $500-$649 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, p17b, pep, personal income, place of enumeration profile, sa1, sex, weekly income
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
LGA-T03B Age by Registered Marital Status by Sex-Census 1996

LGA based data for Age by Registered Marital Status by Sex, in Time Series Profile, 1996 Census. Count of all persons aged 15 years and over in 1986, 1991 and 1996 census years. T03 is broken up into three sections (T03A-T03C) this section covers ‘Census 1991 - aged 15-19 married male’ - ‘Census 1991 - total total 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, census, marital status, marriage, registered marital status, t03b, time series profile, tsp
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
SA3 Population & People - National Regional Profile 2010-2014

This dataset contains National Regional Profile (NRP) data on Population and People at SA3 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, abs aggregation, age, aus, australia, demographic, education, family, national regional profile, nrp, people, population
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
SLA11 Personal and Financial Stressors 2010

Modelled estimates of personal and financial stressors, such as ability to raise funds quickly, cash flow problems, dissaving actions and receiving government support as main source of income. From the ABS General Social Survey (GSS) in 2010, by SLA 2011.

Tags: cash flow, dissaving, finance, financial stress, government support, money
Organization: Torrens University Australia - Public Health Information Development Unit
AIHW - Child and Maternal Health Indicators - Mothers who had at least one Antenatal visit in the First Trimester (%) (PHN) 2012-2016

This dataset presents the footprint of the percentage of all women who gave birth and had at least one antenatal visit in the first trimester. The data spans every two years between 2012-2016 and is aggregated to 2015 Department of Health Primary Health Network (PHN) areas, based on the 2011 Australian Statistical Geography Standard (ASGS).
The Child and Maternal Health Indicators have been calculated from the Australian Institute of Health and Welfare (AIHW) National Mortality Database and Register of Births and National Perinatal Data Collection. This measure has been calculated with the numerator as the total number of women who gave birth and had at least one antenatal visit in the first trimester, and the denominator as the total number of mothers with a recorded week of gestation at the first antenatal visit.
For further information about this dataset, visit the data source:Australian Institute of Health and Welfare - Child and Maternal Health Data Tables.
Please note:


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


An antenatal visit is a planned visit between a pregnant woman and a midwife or doctor to assess and improve the wellbeing of the mother and baby throughout pregnancy. An antenatal visit does not include a visit where the sole purpose of contact is to confirm the pregnancy, or those contacts that occurred during the pregnancy that related to other non-pregnancy related issues. An antenatal visit in the first trimester is defined as occurring before 14 weeks' gestational age.


Data at the area level exclude births to Australian non-residents and women who could not be allocated because their usual residence was not stated or was not valid


In WA and ACT, first antenatal visits that occur outside of the hospital may not be included, so these data should be interpreted with caution


Percentage for an area are suppressed for publication and marked as 'NP' if the number of mothers with a recorded week of gestation at the first antenatal visit for the area is less than 100



Tags: health, population
Organization: Government of the Commonwealth of Australia - Australian Institute of Health and Welfare
SA4-W19a Occupation by Total Personal Income (weekly) for Students Aged 15-24 Years-Census 2016

SA4 based data for Occupation by Total Personal Income (Weekly) for Students Aged 15-24 Years, in Working Population Profile (WPP), 2016 Census. Count of employed students aged 15-24 years. W19 is broken up into 4 sections (W19a - W19d), this section contains 'Full-time student Negative Nil income Managers' - 'Part-time student $300-$399 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, income, occupation, personal income, students, w19a, weekly income, work, working population profile, wpp
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
SA4-based B08A Ancestry by Birthplace of Parents as at 2011-08-11

SA4 based data for Ancestry, for 2011 Census. Count of all persons and responses 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
LGA15 Projected Males Age Distribution - 2020

The projected Male population for 2020 by 5 year groups: 0-4 years to 85+ years and their proportion of the projected total Male population (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).
Source: These are customised projections prepared for the Australian Government Department of Social Services by the Australian Bureau of Statistics and published by the Australian Institute of Health and Welfare. PHA data were compiled by PHIDU based on these customised projections 2015, 2020 and 2025 (2012 base).

Tags: 2020, age distribution, lga profile 2015, male population, phidu, population projection, public health information development unit, torrens university australia, tua
Organization: Torrens University Australia - Public Health Information Development Unit
City of Melbourne CLUE Bar, Tavern and Pub Patrons Capacity (Point) 2014

This dataset was collected as part of the City of Melbourne's Census of Land Use and Employment (CLUE). The data presents the number of dining seats (classified by indoor/outdoor) for establishments with their trading name, industry (ANZSIC4) classification, location, CLUE block and small area designation as points which represent a single business. The data covers the year period of 2014.
For more information please visit the City of Melbourne CLUE Portal.
Please note: 


AURIN has acquired the data through the City of Melbourne Open Data Portal.


The individual yearly tables have been extracted from the archived 2002-2017 tables.


The data in this table is a snapshot and not live.



Tags: 2014, capacity, census, clue, employment, hospitality, land, melbourne, use
Organization: Local Government of Victoria - City of Melbourne
VIC DET - VCAMS Indicators - 8.1: Proportion of Children with Speech or Language Difficulty (LGA) 2009-2013

This dataset presents indicator 8.1: Proportion of children whose parents report one or more concerns with child speech or language on entry to primary school. The data covers the years of 2009-2013 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 School Entrant Health Questionnaire (SEHQ).
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
PHIDU - Age Distribution - 5 Year Age Groups: Females (PHN) 2017

This dataset, released November 2018, contains female estimated resident population by 5 year age groups: 0-4 years to 85+ years, 2017. 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.
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
DSS - Quarterly Payment Recipients (LGA) March 2016

This dataset presents counts of payment recipients by payment type for the quarter ending March 2016. 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
SA3-W20b Occupation by Hours Worked for Students Aged 15-24 Years-Census 2016

SA3 based data for Occupation by Hours Worked for Students Aged 15-24 Years, in Working Population Profile (WPP), 2016 Census. Count of employed students aged 15-24 years. Hours worked is an aggregate of the number of hours worked in all jobs during the week prior to Census Night. W20 is broken up into 2 sections (W20a - W20b), this section contains 'Full/Part-time student status Not stated None Managers' - 'Total 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, census, occupation, students, w20b, work, work hours, working population profile, wpp
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
LGA15 Projected People Age Distribution - 2020

The projected population for 2020 by 5 year groups: 0-4 years to 85+ years and their proportion of the projected total population (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).
Source: These are customised projections prepared for the Australian Government Department of Social Services by the Australian Bureau of Statistics and published by the Australian Institute of Health and Welfare. PHA data were compiled by PHIDU based on these customised projections 2015, 2020 and 2025 (2012 base).

Tags: 2020 projection, age distribution , lga profile 2015, phidu, population projections, public health information development unit, torrens university australia, total population, tua
Organization: Torrens University Australia - Public Health Information Development Unit
SA2-W09a Industry of Employment by Sex-Census 2016

SA2 based data for Industry of Employment by Sex, in Working Population Profile (WPP), 2016 Census. Count of employed persons aged 15 years and over. W09 is broken up into 2 sections (W09a - W09b), this section contains 'Agriculture forestry and fishing Agriculture forestry and fishing Not further defined Males' - 'Transport postal and warehousing Other transport Females'. 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, employment, industry, industry of employment, w09a, working population profile, wpp
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
AIHW - Patient Experiences - Adults who saw a Medical Specialist (%) (PHN) 2013-2017

This dataset presents the footprint of the percentage of adults who saw a medical specialist in the preceding 12 months. The data spans the years of 2013-2017 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 Australian Bureau of Statistics (ABS) 2016-17 Patient Experience Survey, collected between 1 July 2016 and 30 June 2017. It also includes data from previous Patient Experience Surveys conducted in 2013-14, 2014-15 and 2015-16. The Patient Experience Survey is conducted annually by the ABS and collects information from a representative sample of the Australian population. The Patient Experience Survey is one of several components of the Multipurpose Household Survey, as a supplement to the monthly Labour Force Survey. The Patient Experience Survey collects data on persons aged 15 years and over, who are referred to as adults for this data collection.
For further information about this dataset, visit the data source:Australian Institute of Health and Welfare - Patient experiences in Australia Data Tables.
Please note:


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


Percentages are calculated based on counts that have been randomly adjusted by the ABS to avoid the release of confidential data.


As an indication of the accuracy of estimates, 95% confidence intervals were produced. These were calculated by the ABS using standard error estimates of the proportion.


Some of the patient experience measures for 2016-17 have age-standardised rates presented. Age-standardised rates are hypothetical rates that would have been observed if the populations studied had the same age distribution as the standard population.


Crude rates are provided for all years. They should be used for understanding the patterns of actual service use or level of experience in a particular PHN.


The Patient Experience Survey excludes persons aged less than 15 years, persons living in non-private dwellings and the Indigenous Community Strata (encompassing discrete Aboriginal and Torres Strait Islander communities).


Data for Northern Territory should be interpreted with caution as the Patient Experience Survey excluded the Indigenous Community Strata, which comprises around 25% of the estimated resident population of the Northern Territory living in private dwellings.


NP - Not available for publication. The estimate is considered to be unreliable. Values assigned to NP in the original data have been set to null.



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