The graph represents a network of 863 Twitter users whose tweets in the requested range contained "icwsm", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 07 August 2019 at 12:15 UTC.
The requested start date was Monday, 05 August 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 95-day, 2-hour, 26-minute period from Wednesday, 01 May 2019 at 05:01 UTC to Sunday, 04 August 2019 at 07:28 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 863
Unique Edges : 1813
Edges With Duplicates : 1521
Total Edges : 3334
Number of Edge Types : 3
Mentions : 2986
Replies to : 222
Tweet : 126
Self-Loops : 126
Reciprocated Vertex Pair Ratio : 0.118163054695562
Reciprocated Edge Ratio : 0.211352099676973
Connected Components : 59
Single-Vertex Connected Components : 28
Maximum Vertices in a Connected Component : 725
Maximum Edges in a Connected Component : 3202
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.239551
Graph Density : 0.00291300244923418
Modularity : 0.384072
NodeXL Version : 1.0.1.418
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[128] social,media [100] icwsm,2019 [56] ù,ø [50] icwsm,2020 [49] check,out [48] ø,ù [45] #icwsm2019,#icwsm [43] icwsm,#icwsm2019 [41] digitalspacelab,icwsm [40] measure,political Top Word Pairs in Tweet in G1:
[56] social,media [47] icwsm,2019 [40] digitalspacelab,icwsm [38] network,analysis [37] tutorial,nodexl [37] nodexl,social [34] media,network [33] looking,forward [33] forward,running [33] running,tutorial Top Word Pairs in Tweet in G2:
[29] icwsm,2019 [23] icwsm,2020 [15] check,out [15] icwsm,#icwsm2019 [14] deadline,september [14] september,15 [14] jurgenpfeffer,icwsm [14] years,old [13] next,deadline [13] social,media Top Word Pairs in Tweet in G3:
[20] social,media [11] icwsm,#icwsm2019 [10] homogeneous,cross [10] cross,cutting [9] open,data [9] really,interesting [8] check,out [8] #icwsm2019,#icwsm [7] paper,here [7] keynote,icwsm Top Word Pairs in Tweet in G4:
[28] zsavvas90,jhblackb [19] paper,fight [19] fight,race [19] race,measurement [17] mittosis,zsavvas90 [16] reddit,4chan [16] genetic,testing [15] excited,#icwsm2019 [15] #icwsm2019,paper [15] paper,front Top Word Pairs in Tweet in G5:
[32] test,time [30] time,award [22] mathieubastian,mentatseb [16] award,#icwsm2019 [16] gephi,paper [16] paper,gets [16] gets,icwsm [16] icwsm,test [15] icwsm,congrats [14] paper,icwsm Top Word Pairs in Tweet in G6:
[11] come,booth [11] booth,learn [11] learn,job [11] job,opportunities [10] icwsm,sarakimelman [9] #icwsm,#icwsm19 [9] #icwsm19,come [9] kirinjaan,icwsm [7] opportunities,data [6] twitterresearch,teams Top Word Pairs in Tweet in G7:
[36] measure,political [36] political,ideology [36] ideology,images [36] images,#deeplearning [36] #deeplearning,conservatives [36] conservatives,liberals [36] liberals,visually [36] visually,communicate [35] jlanastas,measure [35] communicate,ideol Top Word Pairs in Tweet in G8:
[4] fairness,proprietary [4] proprietary,image [4] image,tagging [4] tagging,algorithms [4] people,images [3] cycat_eu,risecyprus [3] algorithms,cross [3] cross,platform [3] platform,audit [3] audit,people Top Word Pairs in Tweet in G9:
[10] icwsm,2019 [8] request,proposals [8] proposals,economic [8] economic,opportunity [8] opportunity,research [8] research,announced [8] announced,icwsm [5] social,media [3] conference,web [3] web,social Top Word Pairs in Tweet in G10:
[9] enjoy,new [9] new,cool [9] cool,paper [9] paper,spearheaded [9] spearheaded,computational [9] computational,social [9] social,science [9] science,superstars [9] superstars,aseel_addawood [9] aseel_addawood,adambbadawy Top Replied-To in Entire Graph:
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