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# spark-graphx | ||
Spark 2.0 GraphX Social graph analysis | ||
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Example of the usage Apache Spark for analysis of social graph of users - | ||
like social network with model friend to friend but with fake user names. | ||
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Social graph is represented in form user_id -> array of related user's ids, | ||
file is stored in resources directory - UserGraph.txt | ||
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Tested data is stored in resource directory - UserNames.tsv - file in | ||
format user_id -> user_name, necessary for joining with Graph of contacts. | ||
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Examples contains searching of: | ||
1) Most connected user in social graph based on graph degrees | ||
2) Degree of separation for single user based on [Breadth-first search](https://en.wikipedia.org/wiki/Breadth-first_search) with [Pregel](https://stanford.edu/~rezab/classes/cme323/S15/notes/lec8.pdf) |
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