Welcome to InSight
InSight provides access to data collected during the SHRP2 Naturalistic Driving Study.
What's Available on This Website
Driver Descriptions and Assessments
Summary graphs and detailed records of driver assessments are provided addressing driver demographic background, physical, psychological, and medical condition.
Custom Query Capability
Build custom queries to search for records matching criteria that span multiple datasets.
Summary of Continuous Naturalistic Data Collected
Graphs and detailed records describe data collection progress and characteristics of trips collected during the study.
Naturalistic Driving Study Background Information
Access an overview of the SHRP2 Naturalistic Driving Study project, data collection procedures, data dictionaries, and sample data.
Vehicle Descriptions
Summary graphs and detailed records describe the types of vehicles involved in the study.
Access to SHRP2 NDS Forums
Join a community of SHRP2 NDS Forum members to discuss available data, website functionality, and related topics.
What's New
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6/30/25 – Upcoming SHRP 2 Webinar: "SHRP 2 Remote Secure Data Enclave and Synthetic Dataset" on Wednesday July 9, 2025 at 12 PM ET. - No registration required. Follow the link to join: https://virginiatech.zoom.us/j/82391719153
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7/9/24 – Upcoming SHRP 2 Webinar: "Horizontal Curve Safety Performance Evaluation Based On The Naturalistic Driving Study Lane Position Data" on Wednesday, August 7, 2024 at 12 PM ET. Follow the link to join: https://virginiatech.zoom.us/j/81948155582
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6/18/2024 – Upcoming SHRP 2 Webinar: "Using the SHRP 2 NDS to Investigate Driver Response during Crash and Near-Crash Events" on Wednesday, July 17, 2024, at 12 PM ET. Follow the link to join: https://virginiatech.zoom.us/j/89206082130
SHRP2 NDS
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Data
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Forums
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Background
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Dataverse
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Cindy Choo
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Data
Data Categories
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Select a data category to browse for available data or select "Query" to build a query across all data categories.
Vehicles
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Vehicle types (car, truck, van, etc.)
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Vehicle ages and condition
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Amount of data collected per vehicle
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Quantities of vehicles installed
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Vehicle technologies and equipment
Drivers
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Numbers of participating drivers
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Amount of data collected per driver
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Driver demographics and driving history
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Driver physical and psychological state
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Driver participation experience
Trips
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Summary measures describing trips
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Trip length, duration, start time, stop time
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Min, max, mean for speed, acceleration
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Trip summary record table
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Trip density maps
Events
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Crashes, near crash, and baseline event records
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Events by type and severity
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Event viewer
Query Builder
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Select variables and conditions
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Submit query, assess results
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Build cross tabulations
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View graphs of output
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View table of individual records
2. The Human Sleep Project
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The Human Sleep Project
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bioinformatics
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deep learning
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life sciences
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machine learning
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medicine
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neurophysiology
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neuroscience
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Description
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The Human Sleep Project sleep physiology dataset is a growing collection of clinical polysomnography recordings.
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Content represented in this section: initial Massachusetts General Hospital recordings; planned expansion to a larger clinical and non-clinical population; development of the Complete AI Sleep Report; automated identification of sleep stages, arousals, respiratory events, and periodic limb movements; sleep-based brain-health research; and data sharing through the Brain Data Science Platform.
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Update Frequency
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New data is added as soon as it is available.
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License
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BDSP Restricted Health Data License 1.0.0
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Terms of use
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Documentation
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More documentation can be found here.
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Managed By
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Brain Data Science Platform
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Contact
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How to Cite
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The Human Sleep Project was accessed on DATE from https://registry.opendata.aws/bdsp-hsp.
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Usage Examples
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Tools and Applications
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Publications
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Resources on AWS
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Resource type: S3 Bucket
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Access: Controlled Access
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AWS Region: us-east-1
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Amazon Resource Name: arn:aws:s3:us-east-1:184438910517:accesspoint/bdsp-psg-access-point/PSG/
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Footer links
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Edit this dataset entry on GitHub
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Tell us about your project
3. National Sleep Research Resource
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Website identity
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National Sleep Research Resource
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NSRR
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Primary website sections
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Datasets
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Tools
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Documentation
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About
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Search
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Sign In or Register
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Dataset catalogue content
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Study and dataset title
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Short study description
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Participant and recording counts
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Available polysomnography and clinical data
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Documentation and data dictionaries
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Access level and request instructions
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Related publications and citations
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Researcher functions
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Browse and search available sleep datasets
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Review study-level metadata and variables
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Access analysis tools and harmonized resources
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Create an account and submit a data-access request
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Review data-use requirements and supporting documentation
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Content blocks for website design
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Featured or available datasets
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Dataset search and filters
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Study overview pages
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Files and documentation
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Data access and user account workflow
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Tools and community resources
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Contact and support information
Reference 1 US DOT SHRP2 NDS InSight Background
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Header and navigation
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InSight
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SHRP2 NDS
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Data
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Forums
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Background
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Dataverse
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User account
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Background Information
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Content categories displayed on the background page include:
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Frequently Asked Questions
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Data-download and data-use restrictions
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Existing derived datasets and Dataverse
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Roadway Information Database
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Previously researched topics and publications
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Data-access procedure and qualified-researcher requirements
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Data-use licences, Institutional Review Board approval, security plans, cost, and timelines
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Secure data enclave and remote-access conditions
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Human-subjects research ethics training
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Website notes and known issues
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SHRP2 NDS Naturalistic Driving Study Overview
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Reports, reduced datasets, webinars, technical coordination, and quality-control materials
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Footer
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Contact Us Privacy Policy Terms of Service
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