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Hauptverfasser: Pranto, Shehan Irteza, Fassler, Brett, Islam, Md Rafi, Schenkel, Ashley, Hawk, Larry W., Sazonov, Edward
Format: Preprint
Veröffentlicht: 2025
Schlagworte:
Online-Zugang:https://arxiv.org/abs/2511.15007
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author Pranto, Shehan Irteza
Fassler, Brett
Islam, Md Rafi
Schenkel, Ashley
Hawk, Larry W.
Sazonov, Edward
author_facet Pranto, Shehan Irteza
Fassler, Brett
Islam, Md Rafi
Schenkel, Ashley
Hawk, Larry W.
Sazonov, Edward
contents Understanding puffing topography (PT), which includes puff duration, intra-puff interval, and puff count per session, is critical for evaluating Electronic Nicotine Delivery Systems (ENDS) use, toxicant exposure, and informing regulatory decisions. We developed FRIENDS (Flexible Robust Instrumentation of ENDS), an open-source device that can be attached to ENDS and records puffing and touching events. This paper introduces the FRIENDS graphical user interface (GUI) that improves accessibility and interpretability of data collected by FRIENDS. The GUI is a Python-based opensource tool that extracts, decodes, and visualizes 24-hour puffing data from the FRIENDS device. Validation using 24-hour experimental data confirmed accurate timestamp conversion, reliable event decoding, and effective behavioral visualization. The software is freely available on GitHub for public use.
format Preprint
id arxiv_https___arxiv_org_abs_2511_15007
institution arXiv
publishDate 2025
record_format arxiv
spellingShingle FRIENDS GUI: A graphical user interface for data collection and visualization of vaping behavior from a passive vaping monitor
Pranto, Shehan Irteza
Fassler, Brett
Islam, Md Rafi
Schenkel, Ashley
Hawk, Larry W.
Sazonov, Edward
Software Engineering
Understanding puffing topography (PT), which includes puff duration, intra-puff interval, and puff count per session, is critical for evaluating Electronic Nicotine Delivery Systems (ENDS) use, toxicant exposure, and informing regulatory decisions. We developed FRIENDS (Flexible Robust Instrumentation of ENDS), an open-source device that can be attached to ENDS and records puffing and touching events. This paper introduces the FRIENDS graphical user interface (GUI) that improves accessibility and interpretability of data collected by FRIENDS. The GUI is a Python-based opensource tool that extracts, decodes, and visualizes 24-hour puffing data from the FRIENDS device. Validation using 24-hour experimental data confirmed accurate timestamp conversion, reliable event decoding, and effective behavioral visualization. The software is freely available on GitHub for public use.
title FRIENDS GUI: A graphical user interface for data collection and visualization of vaping behavior from a passive vaping monitor
topic Software Engineering
url https://arxiv.org/abs/2511.15007