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Filmtipset

About this network

This is the bipartite network of users commenting on movies, from the Swedish movie rating website Filmtipset.se. The nodes of the network are the users and the movie. Each link connects a user with a movie, and denote a single comment by that users on that movie. Multiple link between the same user–movie pair are allowed. Each link is annotated with the timestamp of the comment.

Network info

CodeFc
Category Interaction
Data source http://www.dai-labor.de/camra2010/datasets/
Vertex type User, movie
Edge type Comment
FormatBipartite: Edges connect two types of nodes Bipartite
Edge weightsMultiple unweighted: Multiple edges are possible Multiple unweighted
Metadata Timestamps:  Edges are annotated with a timestamps Timestamps
Size104,890 = 75,360 + 29,530 vertices (users + movies)
Volume1,266,753 edges (comments)
Unique volume1,204,831 edges (comments)
Average degree (overall)33.619 edges / vertex
Average user degree42.897 edges / vertex
Average movie degree27.640 edges / vertex
Fill0.00089025 edges / vertex2
Maximum degree5,659 edges
Wedge count493,367,139
Claw count204,725,098,142
Square count2,724,858,975
4-tour count23,774,988,546
Power law exponent (estimated) with dmin1.5810 (dmin = 4)
Gini coefficient80.3%
Relative edge distribution entropy85.1%
Assortativity–0.18657
Diameter9 edges
90-percentile effective diameter4.31 edges
Mean shortest path length3.75 edges
Spectral norm358.89
Algebraic connectivity0.19633
Preferential attachment exponent1.0045 (ε = 3.7828)
Temporal distribution of the Filmtipset network
Temporal distribution
Edge multiplicity distribution of the Filmtipset network
Edge multiplicity distribution
Cumulative edge multiplicity distribution of the Filmtipset network
Cumulative edge multiplicity distribution
User degree distribution of the Filmtipset network
User degree distribution
Movie degree distribution of the Filmtipset network
Movie degree distribution
User degree distribution of the Filmtipset network
User degree distribution
Movie degree distribution of the Filmtipset network
Movie degree distribution
Left degree distribution of the Filmtipset network
Left degree distribution
Right degree distribution of the Filmtipset network
Right degree distribution
Degree distribution of the Filmtipset network
Degree distribution
User degree distribution of the Filmtipset network
User degree distribution
Movie degree distribution of the Filmtipset network
Movie degree distribution
Distance distribution of the Filmtipset network
Distance distribution
Distance distribution on a logistic scale of the Filmtipset network
Distance distribution on a logistic scale
Temporal distance distribution of the Filmtipset network
Temporal distance distribution
Top-k eigenvalues of L of the Filmtipset network
Top-k eigenvalues of L
Spectral distribution of the eigenvalues of A of the Filmtipset network
Spectral distribution of the eigenvalues of A
Spectral distribution of the eigenvalues of N of the Filmtipset network
Spectral distribution of the eigenvalues of N
Spectral distribution of the eigenvalues of L of the Filmtipset network
Spectral distribution of the eigenvalues of L
Cumulative spectral distribution of A of the Filmtipset network
Cumulative spectral distribution of A
Cumulative spectral distribution of N of the Filmtipset network
Cumulative spectral distribution of N
Cumulative spectral distribution of L of the Filmtipset network
Cumulative spectral distribution of L

References

[1] Filmtipset network dataset -- KONECT, October 2016. [ http ]
[2] Alan Said, Ernesto W. De Luca, and Sahin Albayrak. How social relationships affect user similarities. In Proc. IUI Workshop on Social Recommender Systems, 2010.

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