IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0297827.html
   My bibliography  Save this article

DairyCoPilot—Automated data compilation and analysis tools for DairyComp data assets

Author

Listed:
  • Srikanth Aravamuthan
  • Dorte Dopfer
  • Emil Walleser

Abstract

Modern dairy farm management requires meaningful data and careful analysis to maximize profitability, cow health, and welfare. Current data platforms, such as DairyComp, lack robust integrated data analysis tools. Producers and consultants need dedicated tools to turn collected data sets into assets for informed decision-making processes. The DairyCoPilot app allows users to rapidly extract health and production data from DairyComp, then compile and analyze the data using a menu-driven point-and-click approach. Prospects for training consultants in applied data analysis skills make DairyCoPilot a tool to identify farm management bottlenecks with less time spent for data analysis, improving cow health, and dairy production. The DairyCoPilot Dashboard R Shiny application is published using RStudio Connect: https://connect.doit.wisc.edu/dairy-copilot/.

Suggested Citation

  • Srikanth Aravamuthan & Dorte Dopfer & Emil Walleser, 2024. "DairyCoPilot—Automated data compilation and analysis tools for DairyComp data assets," PLOS ONE, Public Library of Science, vol. 19(4), pages 1-12, April.
    • Handle: RePEc:plo:pone00:0297827
    DOI: 10.1371/journal.pone.0297827
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0297827
    Download Restriction: no
    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0297827&type=printable
    Download Restriction: no
    File URL: https://libkey.io/10.1371/journal.pone.0297827?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Grolemund, Garrett & Wickham, Hadley, 2011. "Dates and Times Made Easy with lubridate," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 40(i03).
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Laha, A. K. & Putatunda, Sayan, 2017. "Travel Time Prediction for Taxi-GPS Data Streams," IIMA Working Papers WP 2017-03-03, Indian Institute of Management Ahmedabad, Research and Publication Department.
    2. Fraccaroli, Nicolò & Giovannini, Alessandro & Jamet, Jean-François & Persson, Eric, 2022. "Ideology and monetary policy. The role of political parties’ stances in the European Central Bank’s parliamentary hearings," European Journal of Political Economy, Elsevier, vol. 74(C).
    3. Michael A Ruderman & Deirdra F Wilson & Savanna Reid, 2015. "Does Prison Crowding Predict Higher Rates of Substance Use Related Parole Violations? A Recurrent Events Multi-Level Survival Analysis," PLOS ONE, Public Library of Science, vol. 10(10), pages 1-19, October.
    4. Igor Martins & Hedibert Freitas Lopes, 2024. "What events matter for exchange rate volatility ?," Papers 2411.16244, arXiv.org.
    5. repec:irf:wpaper:010 is not listed on IDEAS
    6. Lukas Higi & Angela Lisibach & Patrick E Beeler & Monika Lutters & Anne-Laure Blanc & Andrea M Burden & Dominik Stämpfli, 2021. "External validation of the PAR-Risk Score to assess potentially avoidable hospital readmission risk in internal medicine patients," PLOS ONE, Public Library of Science, vol. 16(11), pages 1-14, November.
    7. Gregory Eady & Tom Paskhalis & Jan Zilinsky & Richard Bonneau & Jonathan Nagler & Joshua A. Tucker, 2023. "Exposure to the Russian Internet Research Agency foreign influence campaign on Twitter in the 2016 US election and its relationship to attitudes and voting behavior," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
    8. David Van Dijcke & Austin L. Wright, 2021. "Profiling Insurrection: Characterizing Collective Action Using Mobile Device Data," Working Papers 2021-13, Becker Friedman Institute for Research In Economics.
    9. Christian Thiele & Gerrit Hirschfeld & Ruth Brachel, 2021. "Clinical trial registries as Scientometric data: A novel solution for linking and deduplicating clinical trials from multiple registries," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(12), pages 9733-9750, December.
    10. Röseler, Lukas & Bögler, Hannah L. & Koßmann, Lisa & Krueger, Sabine M. & Bickenbach, Sabrina L. C. & Bühler, Ricarda & della Guardia, Jasmin & Köppel, Lisa-Marie A. & Möhring, Jarl & Ponader, Susanne, 2024. "Need for Cognition, Cognitive Load, and Forewarning do not Moderate Anchoring Effects. A Replication Study of Epley & Gilovich (Journal of Behavioral Decision Making, 2005; Psychological Science, 2006," Journal of Comments and Replications in Economics (JCRE), ZBW - Leibniz Information Centre for Economics, vol. 3, pages 1-42.
    11. Ye, Yuxiang & Koch, Steven F. & Ye, Xianming, 2025. "The effect of temperature on household hourly electricity consumption: Evidence from South Africa," Energy, Elsevier, vol. 319(C).
    12. Laha, A. K. & Putatunda, Sayan, 2017. "Real Time Location Prediction with Taxi-GPS Data Streams," IIMA Working Papers WP 2017-03-02, Indian Institute of Management Ahmedabad, Research and Publication Department.
    13. Carrie M. Leslie & Alva I. Strand & Elizabeth A. Ross & Giovanni Tolentino Ramos & Eli S. Bridge & Phillip B. Chilson & Christopher E. Anderson, 2021. "Shifting the Balance among the ‘Three Rs of Sustainability:’ What Motivates Reducing and Reusing?," Sustainability, MDPI, vol. 13(18), pages 1-12, September.
    14. Emma Lathrop & Lauren Thomas & Eve Gasarch & Claire Bachand & W. Robert Bolton & Robert Busey & Ryan L. Crumley & Julian Dann & Shannon L. Dillard & Katrina E. Bennett, 2025. "Shrubs Strongly Influence Snow Properties in Two Subarctic Watersheds," Permafrost and Periglacial Processes, John Wiley & Sons, vol. 36(2), pages 189-204, June.
    15. Andreas S Wildner & Su Mevsim Küçükakyüz & Anton K G Marx & Tobias Nolte & Corinna Reck & Peter Fonagy & Patrick Luyten & Alexandra von Tettenborn & Mitho Müller & Anna-Lena Zietlow & Christian F J Wo, 2024. "Parental considerations about their childs’ mental health: Validating the German adaptation of the Parental Reflective Functioning Questionnaire," PLOS ONE, Public Library of Science, vol. 19(12), pages 1-17, December.
    16. Lykou, R. & Tsaklidis, G. & Papadimitriou, E., 2020. "Change point analysis on the Corinth Gulf (Greece) seismicity," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 541(C).
    17. Behm, Svenia & Haupt, Harry, 2020. "Predictability of hourly nitrogen dioxide concentration," Ecological Modelling, Elsevier, vol. 428(C).
    18. Sutton, Jack & Shahtahmassebi, Golnaz & Hanley, Quentin S. & Ribeiro, Haroldo V., 2024. "A heteroscedastic Bayesian generalized logistic regression model with application to scaling problems," Chaos, Solitons & Fractals, Elsevier, vol. 182(C).
    19. Kayla A. Cotterman & Anthony D. Kendall & Bruno Basso & David W. Hyndman, 2018. "Groundwater depletion and climate change: future prospects of crop production in the Central High Plains Aquifer," Climatic Change, Springer, vol. 146(1), pages 187-200, January.
    20. Willführ, Kai P. & Sottile Perez, Josep, 2025. "The Aftermath of the February Flood of 1825: Social and Demographic Change in the Krummhörn Region, East Frisia," Explorations in Economic History, Elsevier, vol. 96(C).
    21. Alberto-Jesus Perea-Moreno & Gerardo Alcalá & Quetzalcoatl Hernandez-Escobedo, 2019. "Seasonal Wind Energy Characterization in the Gulf of Mexico," Energies, MDPI, vol. 13(1), pages 1-21, December.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pone00:0297827. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.