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KONECT > Networks > Twitter t-i

Twitter hashtag–URL

About this network

This is a bipartite network of tag–URL relations in Twitter. Left nodes represent tags and right nodes represent URLs. An edge shows that an URL was mentioned together with a given tag in a tweet.

Network info

CodeWti
Category Folksonomy
Data source http://www.public.asu.edu/~mdechoud/datasets.html
Vertex type Hashtag, URL
Edge type Co-occurrence
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 TimestampsIncomplete:   not all edges or nodes from the original dataset are included Incomplete
Size1,773,193 = 1,502,611 + 270,582 vertices (hashtags + urls)
Volume2,635,885 edges (co-occurrences)
Unique volume1,996,158 edges (co-occurrences)
Average degree (overall)3.5084 edges / vertex
Average hashtag degree9.7415 edges / vertex
Average url degree2.1395 edges / vertex
Fill5.9879 × 10–6 edges / vertex2
Maximum degree84,158 edges
Wedge count4,418,323,415
Claw count51,877,537,933,158
Square count70,327,726
4-tour count18,239,948,076
Power law exponent (estimated) with dmin1.9410 (dmin = 11)
Gini coefficient67.1%
Relative edge distribution entropy86.4%
Assortativity–0.036948
Diameter31 edges
90-percentile effective diameter7.67 edges
Mean shortest path length5.91 edges
Spectral norm23853.
Algebraic connectivity0.00030191
Preferential attachment exponent0.14124 (ε = 1.3405)
Temporal distribution of the Twitter hashtag–URL network
Temporal distribution
Edge multiplicity distribution of the Twitter hashtag–URL network
Edge multiplicity distribution
Cumulative edge multiplicity distribution of the Twitter hashtag–URL network
Cumulative edge multiplicity distribution
Hashtag degree distribution of the Twitter hashtag–URL network
Hashtag degree distribution
URL degree distribution of the Twitter hashtag–URL network
URL degree distribution
Hashtag degree distribution of the Twitter hashtag–URL network
Hashtag degree distribution
URL degree distribution of the Twitter hashtag–URL network
URL degree distribution
Degree distribution of the Twitter hashtag–URL network
Degree distribution
Hashtag degree distribution of the Twitter hashtag–URL network
Hashtag degree distribution
URL degree distribution of the Twitter hashtag–URL network
URL degree distribution
Distance distribution of the Twitter hashtag–URL network
Distance distribution
Distance distribution on a logistic scale of the Twitter hashtag–URL network
Distance distribution on a logistic scale
Top-k eigenvalues of L of the Twitter hashtag–URL network
Top-k eigenvalues of L
Spectral distribution of the eigenvalues of A of the Twitter hashtag–URL network
Spectral distribution of the eigenvalues of A
Spectral distribution of the eigenvalues of N of the Twitter hashtag–URL network
Spectral distribution of the eigenvalues of N
Spectral distribution of the eigenvalues of L of the Twitter hashtag–URL network
Spectral distribution of the eigenvalues of L
Cumulative spectral distribution of A of the Twitter hashtag–URL network
Cumulative spectral distribution of A
Cumulative spectral distribution of N of the Twitter hashtag–URL network
Cumulative spectral distribution of N
Cumulative spectral distribution of L of the Twitter hashtag–URL network
Cumulative spectral distribution of L

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References

[1] Twitter hashtag–url network dataset -- KONECT, October 2016. [ http ]
[2] Munmun De Choudhury, Yu-Ru Lin, Hari Sundaram, K. Selçuk Candan, Lexing Xie, and Aisling Kelliher. How does the data sampling strategy impact the discovery of information diffusion in social media? In ICWSM, pages 34--41, 2010.

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