Data for "The role of fruitless in specifying courtship behaviors across divergent Drosophila species"

Baker, Christa A
Issue date: 31 January 2024
Cite as:
Baker, Christa A. (2024). Data for "The role of fruitless in specifying courtship behaviors across divergent Drosophila species" [Data set]. Princeton University. https://doi.org/10.34770/me8y-8k48
@electronic{baker_christa_a_2024,
  author      = {Baker, Christa A},
  title       = {{Data for "The role of fruitless in speci
                fying courtship behaviors across diverge
                nt Drosophila species"}},
  publisher   = {{Princeton University}},
  year        = 2024,
  url         = {https://doi.org/10.34770/me8y-8k48}
}
Abstract:

These files contain code used to segment D. virilis acoustic duets, quantification of courtship behaviors during acoustic duets, and measurements of duet song features.

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Description:

Download the README.txt file for a detailed description of this dataset's content

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More about this record
Author Baker, Christa A
Contributors Guan, Xiao-Juan, Choi, Minseung, Murthy, Mala
Domains Natural Sciences
Communities Princeton Neuroscience Institute
Collection Tags Research Data Sets
Date Accessioned 31 January 2024
Issue date 31 January 2024
Date Created 1 December 2015
URI http://arks.princeton.edu/ark:/88435/dsp01np193d49c
URI https://doi.org/10.34770/me8y-8k48
Table of Contents readme.txt predict_2class.py: Python code for predicting the probabilities of bilateral song vs. no song from a microphone recording 2class_arch.json: model architecture for the 2-class predictions 2class_weights.h5: weights for the 2-class predictions predict_4class.py: Python code for predicting the probabilities of bilateral song vs. unilateral song vs. overlap vs. no song from a microphone recording 4class_arch.json: model architecture for the 4-class predictions 4class_weights.h5: weights for the 4-class predictions Dvir_behavscores_FruMFemales.mat: this is a dataset of all manually scored behaviors of a single D. virilis fly when paired with a wild-type male (withWTM) and wild-type female (withWTF). Genotypes include FruM/+ ('h') females, FruM/FruM ('H') females, and +/+ ('F') control females. Dvir_behavscores_FruNullMales.mat: this is a dataset of all manually scored behaviors of a single D. virilis fly when paired with a wild-type male (null_withWTM) and wild-type female (null_withWTF). Genotypes include -/+ ('n') males and +/+ ('M') control females. Dmel_behavscores.mat: this is a dataset of all manually scored behaviors of a single D. melanogaster fly when paired with a wild-type male (withWTM) and wild-type female (withWTF). The proportion of bins containing each behavior is also provided.Genotypes include FruM/+ females ('FruM/+_F), FruM/Fru4-40 females ('FruM/-_F'), +/+ females ('NM91_F'), and +/+ males ('NM91_M). Dvir_segmenter_performance.xlsx: this file contains quantification of the D. virilis unilateral and bilateral song segmenter performance across genotypes *_summarySongStats.mat: these files contain measurements of unilateral and bilateral song features for the D. virilis pairings listed in the filenames and explained below along with the source of each song type: FruNullM_WTF: -/+ males (unilateral) paired with +/+ females (bilateral) HomoF_WTF: FruTra/FruTra females (unilateral) paired with +/+ females (bilateral) WTM_HetF: +/+ males (unilateral) paired with FruTra/+ females (bilateral) WTM_HomoF: +/+ males (unilateral) paired with FruTra/FruTra females (bilateral) WTM_WTF_controlforFruNullMale: +/+ males (unilateral) paired with +/+ females (bilateral). These males are the +/+ siblings of the -/+ males and thus serve as controls for -/+ males. WTM_WTF_nomutants: +/+ males (unilateral) paired with +/+ females (bilateral). These data were collected independently from any fru mutants. WTM_WTF: +/+ males (unilateral) paired with +/+ females (bilateral). These females are siblings of FruTra/+ and FruTra/FruTra females. WTM_WTM_ctrlforFruNullMale: +/+ males paired with +/+ male siblings of -/+ males. Both males contributed unilateral and bilateral song.
Language en_US
Publisher Princeton University
Rights CC BY 4.0, GNU
Types Dataset, Software
Temporal Coverage start = 2015-12-01 end = 2023-12-01
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