The rhythms of transient relationships: Allocating time between weekdays and weekends
Data files
Oct 06, 2023 version files 18.02 MB
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README.md
2.08 KB
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sourceIT.csv
14.30 MB
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sourceUK.csv
2.84 MB
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transientsIT.csv
851.15 KB
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transientsUK.csv
23.03 KB
Abstract
A fundamental question of any new relationship is, will it last? Transient relationships, recently defined by the authors, are an ideal type of social tie to explore this question: these relationships are characterized by distinguishable starting and ending temporal points, linking the question of tie longevity to relationship finite lifetime. In this study, we use mobile phone data sets from the UK and Italy to analyze the weekly allocation of time invested in maintaining transient relationships. We find that more relationships are created during weekdays, with a greater proportion of them receiving more contact during these days of the week in the long term. The smaller group of relationships that receive more phone calls during the weekend tend to remain active for more time. We uncover a sorting process by which some ties are moved from weekdays to weekends and vice versa, mostly in the first half of the relationship. This process also carries more information about the ultimate lifetime of a tie than the part of the week when the relationship started, which suggests an early evaluation period that leads to a decision on how to allocate time to different types of transient ties.
Data and Jupyter notebook with analysis for the aforementioned paper
Description of the data and file structure
There are four data files
sourceUK.csv
contains mobile calla data for a study conducted by Sam Roberts and Robin Dunbar in the UK.sourceIT.csv
contains mobile call data for the MTL study in Italy.transientsUK.csv
contains a collection of transient relationships in the UK, following the criteria described here.transientsIT.csv
contains the information for the transient relationships in Italy.
Variables used
All data files use the same names for variables.
ego
: identifier for egoalter
: identifier for alterpair
: a combination of the identifiers for ego and altertime
: timestamp for the phone callDiW
: numerical identifier for the day of the week in which the call took place. 0 is Monday and 6 is Sundayduration
: duration of the phone call in secondst
: counter for the number of days since the study starteda
: ellapsed duration of the relationship. This quantity was introduced in this papert0ix
: dayt
at which ego made her first phone call to altertfix
: dayt
at which ego made her last phone call to alternix
: number of phone calls from ego to alterstE
: did the first phone call occurred between Saturday and Sunday?1
for yes,0
otherwiseE
: did most of the phone call activity between ego and alter occurred between Saturday and Sunday?1
for yes,0
otherwiseell
: lifetime of alter. I. e. the number of days between the first and last call to alter.ell
=tfix
-t0ix
Code/Software
There is a jupyter
notebook for replication purposes. It can produce the results found in this paper.