Monk parakeets “test the waters” when forming new relationships
Data files
Oct 28, 2025 version files 381.44 KB
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2021_preperturbation_dyad_list.csv
16.56 KB
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BIOL.atts.csv
250 B
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BIOL.TTW.csv
305.02 KB
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README.md
2.12 KB
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TTW_BIOLET_v2.Rmd
57.48 KB
Abstract
To mitigate potential risks and develop trust, strangers may “test the waters” by gradually escalating the type of social investment from low cost to high cost. We introduced four unfamiliar groups of feral monk parakeets together and observed the sequence of social behaviors that occurred as relationships developed. We then tested the effect of relationship status (stranger vs familiar) on the probability of dyads following predicted sequences. We also tested whether strangers who progressed their relationships maintained higher rates of no-contact proximity compared to dyads that did not. We found that stranger dyads, but not familiar dyads, were more likely to (1) approach each other without contact before making contact and (2) follow predicted sequences of affiliative behaviors. Strangers that progressed to contact also had higher rates of associations than did birds that never made contact.
We provide raw data and an R markdown file with code to reproduce all analyses and figures.
Dataset DOI: 10.5061/dryad.hx3ffbgs5
Description of the data and file structure
Observers recorded spatial associations and dyadic interactions using an all-occurrence sampling method with the Animal Observer application on iPads.
Files and variables
File: 2021_preperturbation_dyad_list.csv
Description: list of birds during the experiment and all possible combinations of directed/undirected dyads (indcludes meta data) columns
Variables
- dyadID: directed dyad; actor and subject color ID
- actor: actor bird color ID
- subject: receiver bird color ID
- undir.dyad: undirected dyad; actor and subject ID ordered alphabetically
- new.dyad: T/F; whether dyad were stranger/familiar
- opp.sex: T/F; whether dyad were different/same sex
File: BIOL.atts.csv
Description: bird color ID and sex
Variables
- color_ID: unique 3 color combination used to mark and identify birds during social observations where each letter in the ID cooresponds to a distinct color (P=purple, I=pink, G=green, C=black, O=orange, B=blue). For example, the unqiue color_ID "BOG" represents the colors Blue-Orange-Green which were colored on birds head, cheek, and chest, respectively.
- sex: sex of bird
File: TTW_BIOLET_v2.Rmd
Description: R markdown file with code to reproduce all analyses and figures
File: BIOL.TTW.csv
Description: edgelist of social interactionsv (includes bird attributes)
Variables
- dyad: undirected dyad; actor and subject color ID ordered alphabetically
- sample: rounded date time by five-minute timebin of observation
- behavior: interaction; NN (nearest neighbor); s2s (shoulder to shoulder contact); allop (allopreen); beak_touch); alloF (allofeed); cop (copulation)
- n: count of interaction per timebin
Code/software
We performed all data analyses in R version 4.3.2 with the following packages: tidyverse, brms, cowplot, ggdist, tidybayes, ggplot2, networkD3, webshot, broom.mixed, ggpubr, beanplot, and egg
Social behaviors and predicted sequences
We categorized the first observed instances of behaviors based on perceptions of relative risk and investment into 3 levels: Low (no-contact proximity), Moderate (shoulder contact, allopreening, beak touching), or High (allofeeding, copulating), and visualized these behaviors using a Sankey plot.
Estimating the effect of relationship status on the sequence of behaviors
To assess whether the predicted sequences occurred more often in stranger dyads than in familiar dyads, we used the R package brms (version2.220) to fit two generalized multi-membership models (GLMM) with a Bernoulli outcome (logit link) for whether or not dyads followed the expected sequences.
To simulate how often predicted sequences would occur if stranger and familiar dyads had exhibited behaviors in random order, we shuffled (1,000 iterations) the timebin in which behaviors were observed among dyads.
Testing for relationship progression among strangers
Using the same permutation-based reference model described above, we also used nonparametric permutation tests to assess whether the sequences occurred more than expected if stranger dyads had exhibited behaviors in random order.
Finally, we assessed whether each bird’s mean hourly proximity rate with stranger dyads observed in affiliative contact was greater than the mean hourly proximity rate with stranger dyads not observed in affiliative contact, using a permuted paired t-test (5,000 iterations).
