AndreaBozzo/ceres-open-data-index huggingface dataset:
Taxi Ranks

This dataset includes static, real time and historical data about selected taxi ranks in NSW.
API
Static feed – provides details of CCTV installed and secure rank location across NSW, location details (latitude/Longitude) location description and hours of operation and rank size (vehicle capacity) where applicable.
Real time Feed – provides near real time taxi/passenger usage information at a CCTV installed taxi rank location  
Historical Feed – provides historical taxi/passenger usage information in 15-minute intervals for a specific CCTV installed taxi rank location and date.
PowerBI Dashboard
Historical Feed – provides historical taxi/passenger usage information in 15-minute intervals for CCTV installed taxi rank locations by date.
Dashboard data is refreshed every Monday. Please refer to the Home tab for details and the Help tab for data metrics within the dashboard.
Geospatial Interactive Map
Interactive geospatial map allows users to explore available CCTV installed taxi ranks and Secure Taxi Tanks across NSW and provides features like zooming, panning and clicking on features to reveal more information about the selected location. 
GeoSpatial map is refreshed daily.

Tags: CCTV taxi rank, api, historical, historical data api, near real time, realtime api, secure rank, taxi, taxi rank
Organization: Transport for NSW
All Schools FTE Enrolments - February 2025, Victoria

A dataset of enrolments (FTE) of all schools in Victoria, based on collections from the February 2025 schools census, including Government and non-Government Schools (Catholic and Independent schools).
Information collected from the February school census of Victorian schools: For each school, Full Time Equivalent (FTE) enrolments by school type and year level are included. A student who is full-time to school education will be counted as 1.0 FTE. This includes a student who may be shared across two schools (e.g. 0.8 FTE at one school and 0.2 FTE at another school). Students who are part-time to school education will be counted based on the workload for which they have enrolled. In primary year levels, the workload is generally based on the time they attend school while the number of subjects is used for students in secondary year levels.

Tags: 2025, census, enrolments, fte, schools, victoria
Organization: Department of Education - Performance and Evaluation Division
Current Gaming Expenditure by LGA-monthly

This data set provides information relating to the various LGAs throughout
Victoria, primarily region classification, total gaming expenditure, and the
number of EGMs and gaming venues per LGA.
Detailed descriptions of this data set include:
- LGA name
- Region
- Expenditure
- EGM numbers
- Venue numbers

Tags: Current Gaming Expenditure, LGA, Loss, Player, Revenue, VCGLR, expenditure
Organization: Victorian Gambling and Casino Control Commission
Employment Projections Dashboard 2024-34

Explore up-to-date information on in-demand and emerging jobs in Victoria.
Over the next 3 years, around 392,000 new workers are expected to enter the Victorian labour market. This includes 168,000 workers in new jobs and 224,000 workers to replace retiring workers. These new workers will be in addition to the 3.7 million workers already in Victoria.
The Employment Projections Dashboard 2024-34 contains employment projections, demographic information and vocational education and training (VET) course data that supports the Victorian Skills Plan. Use the dashboard to access employment projections for the next 3 and 10 years by region, industry and occupation.

Tags: Employment data, Skills, Vocational education and training, industry, jobs, occupation, workforce
Organization: Victorian Skills Authority
Historical Gaming Expenditure by Venue

This data set provides information relating to the total expenditure and
gaming venue information including venue classification and the allocation of
electronic gaming machines (EGMs) throughout Victoria.
Detailed descriptions of this data set include:
- Name
- Region
- LGA name
- Venue Type
- Expenditure
- EGM numbers

Tags: Loss, Player, Revenue, expenditure
Organization: Victorian Gambling and Casino Control Commission
VostroNet (Australia) Pty Ltd - Anticipatory notice - 15 September 2025-Ripley

VostroNet (Australia) Pty Ltd - Anticipatory notice given on 15 September 2025 for project area  

Project area identifier Contract date Name and address of the nominated service
area Type ofnetwork EstimatedCompletiondate

SCPRE-1779 10-September-2025  1 Binnies Rd, Ripley QLD4306   FTTP 01/06/2026

Tags: Broadband, SIP, Statutory Infrastructure Provider, Telecommunications, VostroNet
Organization:  SIP Register - VostroNet (Australia) Pty Ltd
Government schools average class size - Secondary English classes, February 2025 Census, Victoria

A dataset of Government schools average Secondary School English Class Size, showing average for Year 12 and overall secondary classes, from census year 2001 to 2025.
The size of secondary English classes is collected from government schools as part of the February School Census conducted on the last school day of February each year.
The data is based on the number of English classes in secondary year levels. English class size is an indication of the size of classes in secondary schools, as almost all students study English. This includes each compulsory and elective English class for secondary students held during the week of the census. Secondary students not studying English are NOT counted in the class size return. Also included are classes (such as Remedial English or ESL / English as a Second Language) that a student attends instead of compulsory English. Excluded are classes such as English Literature, Remedial English or ESL that a student attends as well as “compulsory” English. Please note that extra teaching support is NOT included when calculating the average class size. Average class size is NOT the same as the student/teacher ratio.

Tags: Average Class Size, DET, English Classes, Government Schools, Secondary School, census, february, schools, secondary year, secondary year schools, statistics
Organization: Department of Education - Performance and Evaluation Division
2024 On Track Survey - Year 12 or equivalent completers post school destinations

The On Track Survey is conducted in April to mid-July each year with Victorian school leavers who completed Year 12 in the previous year and who agreed to participate in the survey.
The On Track survey seeks to monitor the post-school destinations and pathways of school leavers by collecting information on their post-school destinations. On Track survey data is based on the number of students who responded to the On Track survey. This is a proportion of those who consented to participate in the On Track survey while they were at school.
Additional information about the survey as well as the annual results (current and historical) are also available from Victorian government website, where the datasets are listed and available.
https://www.vic.gov.au/on-track-survey

Tags: 2024, On Track Survey, Student Destinations, Survey, de, destinations, on track, school leaver destinations, year 12
Organization: Department of Education - Performance and Evaluation Division
Government schools average class size - Primary classes, February 2025 Census, Victoria

A dataset of Government schools average Primary Schools Class Sizes, showing average for Prep to Year 2, Year 3 to Year 6 and overall all classes, from census years 2001 to 2025.
The size of primary class is collected from government schools as part of the February School Census conducted on the last school day of February each year.
The data is collected from all Government schools as part of the February census. The size of a class is defined as the number of students that exist in a class grouping. Where schools have varying class sizes the following definition is used: -count the class as that which exists for the majority of the time and -which includes the time spent teaching literacy and numeracy and -which the school community regards as a class grouping. Decisions on the class size profile for a school are made at the school level and take into account a number of factors such as the number of teachers available, the balance of enrolments across year levels and class room availability.
Average class size is NOT the same as the student/teacher ratio.

Tags: Average, Class Size, Government Schools, Primary School, Statistics, Students, census, education, enrolments, february, prep schools, schools
Organization: Department of Education - Performance and Evaluation Division
Renewals for Nature: City of Melbourne garden bed inventory 2024

This dataset contains a detailed inventory of all garden
beds assets (over 4,100) managed by City of Melbourne, including their
condition, vegetation attributes and ecological function. This data was
collected by the Royal Botanic Gardens Victoria (Horticulture Team Cranbourne)
between 2023 and 2024. 
The assessments included visiting all mapped ‘shrub bed
assets’ across the municipality and recording data including bed type (annual,
bioretention, bulb meadow, bulb understory, groundcover, hedge, mulch,
perennial beds) bed type origin (indigenous, native, exotic, mixed), spatial
dimensions, plant inventory (complete list of understorey species including
scientific and common names, origin, form, and level of certainty for
identification), habitat condition (dominant species and presence of logs and rocks),
plant cover and plant condition, mulch condition, weed cover, infrastructure
condition, and an overall condition rating.
This dataset is based on the “Renewals for Nature Garden Bed
Inventory and Condition Assessment Report 2024” produced by R. Larke, M.
Velthoven, M. Henderson, M. Burns and A. Little of the Royal Botanic Gardens
Victoria. For documented methods please refer to the report (attached).
Shapefiles of City of Melbourne’s mapped ‘shrub bed assets’
across the municipality have also been provided to assist with linking shrub
bed assets that were assessed and their location.
The data and report was completed in June 2024.











Projected Coordinate System: GDA2020 MGA Zone 55





Tags: assets, biodiversity, condition, environment, gardens, nature, plants, species
Organization: City of Melbourne
Historical LGA Population density & gaming expenditure statistics

This data set included population and expenditure breakdowns by LGA,
demographic statistics, labor statistics and Socio Economis Indexes for Areas
(SEIFA) LGA score and ranking per LGA.
Detailed descriptions of this data set include:
- Region (LGA name)
- Population (18+) projection
- Venue numbers
- EGM numbers
- Total net expenditures
- Population (18+) per venue
- Net EGM expenditure per adult
- EGM per 1000 (18+)

Tags: Loss, Player, Revenue, expenditure
Organization: Victorian Gambling and Casino Control Commission
2023 On Track Survey - Year 12 or equivalent completers post school destinations

The On Track Survey is conducted in April to mid-July each year with Victorian school leavers who completed Year 12 in the previous year and who agreed to participate in the survey.
The On Track survey seeks to monitor the post-school destinations and pathways of school leavers by collecting information on their post-school destinations. On Track survey data is based on the number of students who responded to the On Track survey. This is a proportion of those who consented to participate in the On Track survey while they were at school.
Additional information about the survey as well as the annual results (current and historical) are also available from Victorian government website, where the datasets are listed and available.
https://www.vic.gov.au/on-track-survey

Tags: 2023, On Track, On Track Survey, Student Destinations, Survey, de, destinations, school leaver destinations, year 12
Organization: Department of Education - Performance and Evaluation Division
Victorian Employer Skills Survey

The Victorian Employer Skills Survey gathered insights from Victorian businesses about the skills, recruitment and training needs of Victorian employers. Participants were invited to share their views on:

the impact of skills gaps on business operations and productivity
recruitment experiences and challenges
current or anticipated future skill gaps
whether training was being used
perceptions of the accessibility and quality of training and its impact, including on addressing skills needs
challenges in accessing quality training.

The survey invited a sample of Victorian workplaces from across 19 industry sectors across geographic locations to participate.
Insights helped identify areas of skills needs and skills demand, and supported the development of strategies to help improve Victoria’s TAFE and training system.
Access results dashboards here.

Tags: Productivity, Skills, employees, employers, recruitment, skill gaps, training
Organization: Victorian Skills Authority
Current Gaming Expenditure by Venue

This data set provides information relating to the total expenditure and
gaming venue information including venue classification and the allocation of
electronic gaming machines (EGMs) throughout Victoria.
Detailed descriptions of this data set include:
- Name
- Region
- LGA name
- Venue Type
- Expenditure
- EGM numbers

Tags: Loss, Player, Revenue, expenditure
Organization: Victorian Gambling and Casino Control Commission
Leadbeater's Possum Zone 1A habitat within Central Highlands RFA

The Leadbeater's Possum Advisory Group (LBPAG) established in 2013, was tasked with developing recommendations (actions) to support the recovery of Leadbeater's Possum (LBP) while maintaining a sustainable timber industry (LBPAG Recommendations Report, January 2014).
Bushfires in February 2009 and ongoing habitat decline have led to a reduced population of Leadbeater's Possum. The remaining wild populations is therefore critical to the species' recovery. 
Prior to the LBPAG there was no specific protection for known colonies. LBPAG recommended that colonies are protected to aid the capacity for the species to recover. This will be achieved by removing threats that can be directly controlled (e.g. timber harvesting) or implement programs that minimise the risk of unplanned impacts (e.g. bushfire).

Tags: biota, farming
Organization: Department of Energy, Environment and Climate Action
Planned Disruptions - Road

This API contains the locations and details of planned disruptions in near real-time on roads managed by the Victorian Department of Transport and Planning (DTP). The data includes (where available) the location of the disruption, road name, type of works being undertaken, which travel direction it affects, what time of the day works will be undertaken, how many lanes may be affected, how long the delay may be and other supporting information.
In accordance with the Road Management Act, DTP is the coordinating road authority for all the arterial roads and freeways that are not privately owned in Victoria. For any works on, or that may affect these roads, the DTP must manage the disruption in order to protect the community and help people continue on their journey.
NOTE: 

The API Key is to be used in the request header. Header name is 'KeyID'.
This API endpoint has a rate limit of 20 calls per minute.
Pagination has been implemented with the query parameters “page” and “limit” with default value set to '1' and '0' respectively.
The information in this API is refreshed every 30 minutes.


Tags: disruption, lane closure, planned, road, road closure, road disruption, roadworks, special event, traffic, traffic delay
Organization: Department of Transport and Planning
Perth Metro (Winter 2021) capture dates index

The Landgate Perth Metro aerial mosaics cover approx. 9,400sqkm and in the summer, are typically captured over several days - weather permitting.
However, flying the same extent in winter months poses many additional challenges including reduced number of flying hours (to avoid long shadows), and interruptions caused by cloud and the smoke from prescribed burns . This means this capture can extend to several weeks - sometimes even months. For these reasons, the use of a singular 'capture date' for metro captures as indicated in the SLIP index layers is potentially flawed and misleading and can be inaccurate.  
When referenced to the aerial mosaic, this dataset can assist users in identifying the actual capture date over a specific area of interest - if required. It is a thematic record of the photo centres of each frame that are used in the creation of the mosaic and provides an indication (within approx 100m) of the capture date.

Tags: Perth Metro winter 2021, Winter 2021, capture dates, capture dates index, capture index, photo centres
Organization: Landgate
WAMSI 2 - Dredging Node - Project 5.3 - Natural Dynamics

The Theme 5.3 study was undertaken to improve our understanding of the spatial and temporal patterns in seagrass composition, abundance and reproductive phenology in the Pilbara region. Key environmental parameters, especially light, that influence seagrass survival and can be altered by dredging were also characterised.
From August 2013 to March 2015 (18 months), surveys of seagrass abundance were undertaken in the Exmouth Gulf region. The locations surveyed (South Muiron Island, Bundegi and Exmouth Gulf) encompassed a range in water clarity from clear to turbid. Less frequent surveys were undertaken at other locations in the Pilbara: Thevenard Island, Rosemary Island and Balla. Measurements of seagrass abundance were also obtained from monitoring conducted as part of the dredging and dredge-spoil management plan for Chevron Australia's Wheatstone Liquefied Natural Gas (LNG) Project.
During each survey measurements were made in the field, photographs were taken or samples were collected in order to measure the following variables:
1.  percentage cover of seagrass and other benthos;
2.  above- and below-ground biomass, shoot density, leaf length, leaf width and number of flowers;
3.  density of seagrass seeds;
4.  sediment grain size;
5.  stable isotope ratios (Ô13C and Ô15N) of seagrass leaf tissue; and
6.  water quality (light, conductivity, temperature, salinity, nutrients, suspended particulate matter and chlorophyll).

Organization: Western Australian Marine Science Institution
WAMSI Node 3.10 - Assessment of Coastal Groundwater dynamics and linkages with the Ningaloo Reef

This WAMSI project was carried out between March 2008 and March 2010 project and had 5 general objectives:


To characterise the western coastal geological and aquifer structure;   


To characterise the hydrogeology the western coastal plain and availability of potable water;   


To characterise the coastal seawater/freshwater interface, and its behaviour in relation to seasonal fluctuations, tidal and episodic events (eg. cyclones);


To determine the physico-chemical structure of the freshwater/saltwater system;


To determine the pathways of groundwater discharge to the Ningaloo Reef lagoon, and physical and/or benthic ‘signals’ of discharge, by remote sensing and ground truth studies.



Organization: Western Australian Marine Science Institution
Key Sheets

Data formerly available Landgate's Land Enquiry System (LEN). Primarily used a resource to assist in identifying historical survey information in Western Australia. 
Contains information related to

Key Sheet
Map Identifier
Scale
Link to Key Sheet PDF

This data is for historic search purposes only. Refer to current titles and surveys for legal purposes
 © Western Australian Land Information Authority (Landgate). Use of Landgate data is subject to Personal Use License terms and conditions unless otherwise authorised under approved License terms and conditions. 

Tags: allotment, crown, historical data, sheets, survey
Organization: Landgate
WAMSI Node 5.4 - (PhD) Quorum quenching compounds from marine bacteria

Antibiotic resistance is of enormous concern in disease control and is one of the factors driving the search for new strategies for controlling bacterial growth. Quorum sensing (QS) is a bacterial communication process that allows control of gene expression in relation to cell density.  Bacterial activities under QS control include the production of pigments and toxins, bioluminescence, swarming motility and biofilm formation.  Quorum quenching (QQ) compounds inhibit the QS process, with the potential to control detrimental bacterial activities.  QQ compounds have been isolated from several plants, algae, fungi and several bacteria.  The aim of the project was to isolate and characterise QQ compounds from marine bacteria and investigating the mechanism by which the compound interferes with quorum sensing.
Objectives of project were:
(i) to purify and identify quorum quenching compounds (QQCs) from marine invertebrates and bacteria; 
(ii)    to assess the diversity of quorum quenching effects and mechanisms of action amongst QQCs.
(iii)   to investigate ecological aspects of the formation and activity of QQCs
(iv)    to assess potential applications of QQCs.

Organization: Western Australian Marine Science Institution
Catchment Scale Land Use Mapping for Western Australia 2018 (DPIRD-067)

This vector dataset is a compilation of land use data for Western Australia, as at August 2018. It has been derived from various vector datasets with attribution relevant to land use in Western Australia. The date of mapping (2008 to 2018) and scale of mapping (1:5 000 to 1:250 000) vary, reflecting the source data, capture date and scale.
The data shows a single dominant land use for a given area, based on the primary management objective of the land manager. As a seamless spatial dataset for Western Australia, it can be used to identify, map and analyse high level land use categories (such as nature conservation, dryland cropping and irrigated horticulture) and more specific land use categories (such as aquaculture and tree fruits) including some commodities (such as bananas). These categories can be extracted or combined with other spatial datasets to provide new insights and analysis concerning land use in Western Australia.
Land use is classified according to the Australian Land Use and Management (ALUM) Classification version 8, a three-tiered hierarchical structure. There are five primary classes, identified in order of increasing levels of intervention or potential impact on the natural landscape. Water is included separately as a sixth primary class. Primary and secondary levels relate to the principal land use. Tertiary classes may include additional information on commodity groups, specific commodities, land management practices or vegetation information. The primary, secondary and tertiary codes work together to provide increasing levels of detail about the land use. Land may be subject to a number of concurrent land uses. For example, while the main management objective of a multiple-use production forest may be timber production, it may also provide conservation, recreation, grazing and water catchment land uses. In these cases, production forestry is commonly identified in the ALUM code as the prime land use.
The operational scales of the mapping vary according to the intensity of land use activities and landscape context. Scales range from 1:5 000 and 1:25 000 for irrigated and peri-urban areas, to 1:100 000 for broadacre cropping regions and 1:250 000 for the semi-arid and arid pastoral zone. The scale of mapping generally reflects the intensity of land use.
This update refreshes the entire state of Western Australia to ALUM v8.

Tags: ACLUMP, ALUM, land use
Organization: Department of Primary Industries and Regional Development