An open source platform for analyzing and sharing worm behavior data
A. Javer, M. Currie, C. W. Lee, J. Hokanson, K. Li, C. N. Martineau, E. Yemini, L. J. Grundy, C. Li, Q. Chng, W. R. Schafer, E. A. Nollen, R. Kerr, A. E. Brown
Abstract
Animal behavior is increasingly being recorded in systematic imaging studies that generate large data sets. To maximize the usefulness of these data there is a need for improved resources for analyzing and sharing behavior data that will encourage re-analysis and method development by computational scientists1. However, unlike genomic or protein structural data, there are no widely used standards for behavior data. It is therefore desirable to make the data available in a relatively raw form so that different investigators can use their own representations and derive their own features. For computational ethology to approach the level of maturity of other areas of bioinformatics, we need to address at least three challenges: storing and accessing video files, defining flexible data formats to facilitate data sharing, and making software to read, write, browse, and analyze the data. We have developed an open resource to begin addressing these challenges using worm tracking as a model.
02 /Specification & Classification
Click any tag to browse matching papers- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- ezTrack: An open-source video analysis pipeline for the investigation of animal behavior
Zachary T. Pennington, Zhe Dong, … Denise J. Cai·Scientific ReportsPeer-reviewed·Dec 27, 2019
- EthoClaw: An Integrated AI Workflow Platform for Automated Analysis in Neuroethology
Ke Chen, Ziming Chen, … Kang Huang·bioRxiv·Mar 29, 2026
- Rethomics: an R framework to analyse high-throughput behavioural data
Quentin Geissmann, Luis García Rodríguez, … Giorgio F. Gilestro·PLoS ONEPeer-reviewed·Jan 16, 2019
- Systematic Survey of Public Datasets for Behavioral Research in Invertebrate Models: Toward FAIR and Standardized Data Sharing
Natalia Piórkowska, Roza Mazurek, … Alan Ostromęcki·bioRxiv·Dec 15, 2025
- Aeon: an open-source platform to study the neural basis of ethological behaviours over naturalistic timescales
Dario Campagner, Jai Bhagat, … SGEN group – SWC GCNU Experimental Neuroethology Group·bioRxiv·Jul 31, 2025
- AlphaTracker: A Multi-Animal Tracking and Behavioral Analysis Tool