January 2018
Beginner to intermediate
262 pages
6h 3m
English
Content preview from Complex Network Analysis in PythonBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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Distinguish Strong and Weak Ties
Hardcore social network researchers call social network graph edges “ties.” In this section, I will sometimes refer to edges as ties—mostly out of respect to Mark Granovetter who introduced [Gra73] and elaborated [Gra83] the concept of weak and strong ties and later showed that weak ties are “strong.” In a sense, he was the first social researcher to consider weighted social networks.
Granovetter did not propose a mechanism for quantifying the strength of a tie, but offered four criteria to consider:
- The amount of time spent in the tie
- Emotional intensity
- Intimacy (mutual trust)
- Reciprocity
You may be able to evaluate the first and the last criteria, but the middle two require looking into the contents of the ...
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