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Traffic data, public transit, aviation, shipping, ride-hailing, accident records
9,537 datasets
122 hard-to-reproduce crashes from six open-source projects form a benchmark for evaluating seeding techniques in search-based crash reproduction. The dataset supports the evaluation of behavioral model seeding, a method that learns class usages from the system under test and existing test cases to guide test generation. Results from this benchmark indicate the proposed method outperforms state-of-the-art test seeding and no-seeding approaches by a minimum of 6%.
Monthly summaries of road crash deaths and fatal road crashes in Australia, published on or around the 14th of each month. Data are sourced from road traffic or police authorities in each jurisdiction and are preliminary and subject to revision. The dataset is produced by the Road Safety Data Hub and Analytics.
A Traffic Accident Research Unit report from the NSW Government, last updated in 2026, investigating a publicity campaign for motorcycle daytime headlamp use. The investigation included roadside observational surveys, a questionnaire survey of motorcyclist attitudes, and laboratory and field tests of motorcycle electrical systems. The dataset is a summary report in PDF format.
Scotland's strategic noise maps for 2021 show evening noise levels from all road, rail, airport, and industrial sources. The data was commissioned by Scottish Ministers to meet the Environmental Noise Directive, measuring the annual average A-weighted sound during evening hours (19:00-23:00). It is used to identify high-noise areas and estimate affected populations for noise action planning.
Australian Ocean Data Network hosts a dataset examining interactions between native hermit crabs and the introduced New Zealand screwshell (Maoricolpus roseus) in eastern Tasmania. The work investigates variation in shell occupancy across depths of 10, 20, 30, and 40 meters at Dennes Point and includes sediment core analysis and preference trials. The dataset was last updated on 2026-07-13.
A collection of discussion papers from a 1994 World Environment Day event focused on improving environmental performance in road traffic planning. The papers were published by the NSW Government and cover topics such as conservation assessment, community consultation, and ecological sustainable development. The content is available in PDF format under the OGL-CA-2.0 license.
Australian marine aerosol data from voyages starting in 2016, collected using a custom-built VH-TDMA instrument. The instrument, constructed at QUT, measures ultrafine aerosol volatility and hygroscopicity by selecting particles of specific diameters and conditioning them with a thermodenuder and humidifier. Data is provided by the Australian Ocean Data Network.
NSW Government data evaluates the effect of Regulation 110F, which made seat belt wearing compulsory in New South Wales, Australia, on vehicle occupant deaths in its first year. The regulation, under the Motor Traffic Act, 1909, set a penalty of $20 (Australian) for offenses and included exemptions for specific vehicle uses and occupants. The dataset is published by the NSW Government and was last updated on 2026-06-26.
Scottish Government National Statistics provide final road accident and casualty figures, updating provisional data. The dataset includes detailed analyses and estimates of drink driving casualties and accident costs. It was last updated on July 8, 2026.
NASCENT campaign data underpins two peer-reviewed publications on Arctic cloud physics. The repository contains atmospheric measurements used to analyze conditions for secondary ice production and complex ice crystal habits. ETH Zurich researcher Julie T. Pasquier authored the related papers published in Geophysical Research Letters and Atmospheric Chemistry and Physics.
Approximately 42,000 coral colonies were surveyed between March 2010 and September 2012 to quantify bleaching impacts from successive marine heatwaves. The data, from a study published in Science of The Total Environment, documents severe bleaching ranging from 99% at shallow sites to 17% at deeper sites. It captures changes in benthic community composition before, during, and after the thermal stress events linked to a fast El Niño to La Niña transition.
The Translink Service Capacity Tracker dashboard provides detailed information about space availability on public transport services in South East Queensland. It is published by Transport and Main Roads under a CC-BY-4.0 license and was last updated on 2026-07-21. The data covers the SEQ area from the Sunshine Coast to the Gold Coast.
Ontario traffic camera images used within the Travellers Road Information Portal Interactive Map to convey transportation information in both official languages. Camera images are available in real time on certain highways within Central, Eastern & West Ontario. This data is provided by the Government of Ontario and was last updated on 2026-06-19.
Car parking zones located in Ballarat, Australia. The dataset describes the type and location of these zones, with information collected as the zones were established. The City of Ballarat maintains the data, which is typically updated monthly on an automated schedule.
Brisbane City Council's dataset details bus stop locations, including Hastus ID, street name, nearest cross street, latitude/longitude, suburb, and bus stop type. The data includes accessibility features such as tactile ground surface indicators, boarding point details, road gradient, and cross fall, with a last audit date. It is provided by Brisbane City Council and was last updated on 2026-06-28.
Brisbane City Council provides an indicative guide to passenger set down and pick up loading zone locations across its area. The dataset is available on the council's open data website, which offers features for viewing, interacting with, and downloading the data in various formats. The data was last updated on 2026-06-28 15:08:36.990092.
Parking occupancy forecasting data for Brisbane City Council's paid parking areas, compiled using advanced analytics and machine learning. The dataset is linked to parking meter locations via a seven-digit MOBILE_ZONE field and is intended for third-party developers to build tools for residents and visitors. It was last updated on 2026-06-28 and is provided by the Brisbane City Council.
27 individual sub-models cover the entire Brisbane City Council area for flood risk assessment. The dataset contains reports, metadata, and results data for flood height, depth, and hazard for storm events with 2 to 2000 year Average Recurrence Intervals. Brisbane City Council produced this flood study to inform policy and manage flood risk within local creek and overland flow catchments.
Brisbane City Council provides data on regulated permit parking areas and traffic control zones across its jurisdiction. The dataset describes area-wide parking conditions, resident permit schemes, and sign-based exemptions for on-street parking demand management. It was last updated on 2026-06-28 and is available under a CC-BY-4.0 license.
A 1976 technical report from the NSW Government examines the crash performance of emergency locking retractor seat belts through field investigations and laboratory simulations. The study finds that retractors increase body excursions for lap/sash belt wearers but performance is generally satisfactory. It reviews Australian Design Rule requirements and concludes a revised dynamic test based on dummy excursion limits is needed.