The graph represents a network of 5,200 Twitter users whose tweets in the requested range contained "jcpenny OR jcpenney", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 16 August 2019 at 02:59 UTC.
The requested start date was Wednesday, 14 August 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 13-day, 23-hour, 54-minute period from Wednesday, 31 July 2019 at 00:06 UTC to Wednesday, 14 August 2019 at 00:01 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 : 5200
Unique Edges : 5679
Edges With Duplicates : 5151
Total Edges : 10830
Number of Edge Types : 3
Replies to : 944
Mentions : 8730
Tweet : 1156
Self-Loops : 1156
Reciprocated Vertex Pair Ratio : 0.0115936694884063
Reciprocated Edge Ratio : 0.0229215935965072
Connected Components : 1123
Single-Vertex Connected Components : 673
Maximum Vertices in a Connected Component : 2514
Maximum Edges in a Connected Component : 8011
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.723749
Graph Density : 0.000203330522141832
Modularity : 0.483077
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[984] being,evacuated [983] evacuated,due [979] cielo,vista [976] vista,mall [967] video,inside [964] active,shooter [955] inside,jcpenny [947] jcpenny,cielo [888] due,active [887] mall,being Top Word Pairs in Tweet in G1:
[869] video,inside [869] inside,jcpenny [869] jcpenny,cielo [869] cielo,vista [869] vista,mall [869] mall,being [869] being,evacuated [869] evacuated,due [868] due,active [868] active,shooter Top Word Pairs in Tweet in G2:
[53] à,à [52] ðÿ,ðÿ [39] back,school [39] new,york [39] york,stock [39] stock,exchange [32] j,c [30] gift,card [30] c,penney [28] reg,50 Top Word Pairs in Tweet in G3:
[155] gt,gt [78] back,school [52] #ad,gt [51] school,items [51] jcpenney,back [49] up,80 [49] 80,#clearance [49] #clearance,items [49] items,jcpenney [49] items,up Top Word Pairs in Tweet in G4:
[369] crying,frank [369] frank,ocean [369] ocean,car [369] car,outside [369] outside,jcpenney [369] s,better [368] taylvr,crying [361] jcpenney,whatâ [361] whatâ,s [8] jcpenney,s Top Word Pairs in Tweet in G5:
[190] hanging,out [189] first,guess [189] guess,member [189] member,#whydontwe [189] #whydontwe,crushed [189] crushed,#bottleflipchallenge [189] #bottleflipchallenge,hanging [189] out,green [189] green,room [188] q102philly,first Top Word Pairs in Tweet in G6:
[11] video,inside [9] inside,jcpenney [9] prep,customers [9] customers,possible [9] possible,evacuation [6] cielovistamall,ktsmtv [6] ktsmtv,walmart [6] walmart,video [6] jcpenney,cielovistamall [6] cielovistamall,prep Top Word Pairs in Tweet in G7:
[284] people,remember [142] remember,febreeze [142] febreeze,febreze [142] febreze,people [142] remember,sketchers [142] sketchers,instead [142] instead,skechers [142] skechers,loony [142] loony,toons [141] nickhintonn,people Top Word Pairs in Tweet in G8:
[2] paid,out [2] absulutlyluvly,lis_111_ [2] lis_111_,nyeclaudette [2] nyeclaudette,arrivagabry [2] arrivagabry,observerreport [2] observerreport,elajois [2] elajois,eddie_drood [2] eddie_drood,cassyallsworth [2] cassyallsworth,beastiesrundmc2 [2] evelyne1370,nina82997364 Top Word Pairs in Tweet in G9:
[78] check,out [59] good,share [59] share,check [59] out,items [59] items,loving [59] loving,poshmarkapp [58] #poshmark,#fashion [55] #fashion,#style [55] #style,#shopmycloset [35] poshmarkapp,#poshmark Top Word Pairs in Tweet in G10:
[146] berniniam,johnboozman [146] johnboozman,senatemajldr [146] senatemajldr,nixonfoundation [146] nixonfoundation,thepennyhoarder [146] thepennyhoarder,nytimes [146] nytimes,voguemagazine [146] voguemagazine,ellemagazine [75] bergdorfs,macys [73] sheilaballarano,berniniam [73] ellemagazine,cosmopolitan Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: