The graph represents a network of 4,135 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, 22 February 2019 at 04:50 UTC.
The requested start date was Wednesday, 20 February 2019 at 01:01 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, 58-minute period from Wednesday, 06 February 2019 at 01:02 UTC to Wednesday, 20 February 2019 at 01:00 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 : 4135
Unique Edges : 4525
Edges With Duplicates : 2089
Total Edges : 6614
Number of Edge Types : 3
Tweet : 1503
Mentions : 4192
Replies to : 919
Self-Loops : 1503
Reciprocated Vertex Pair Ratio : 0.0257693269952464
Reciprocated Edge Ratio : 0.0502439024390244
Connected Components : 1233
Single-Vertex Connected Components : 805
Maximum Vertices in a Connected Component : 1962
Maximum Edges in a Connected Component : 4186
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.282205
Graph Density : 0.000239848977044113
Modularity : 0.573561
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[238] suit,up [234] gift,card [218] jcpenney,gift [211] 100,jcpenney [197] win,100 [185] allatjcp,jcpenney [183] giveaway,win [183] card,mommye [183] mommye,allatjcp [169] entered,giveaway Top Word Pairs in Tweet in G1:
[61] appliances,furniture [47] stop,selling [45] furniture,stores [42] jcpenny,deals [42] deals,one [42] one,click [40] jcpenney,ditching [40] ditching,appliances [38] gift,cards [37] jcpenney,stop Top Word Pairs in Tweet in G2:
[64] big,tall [57] aren,t [55] re,looking [55] looking,sexy [55] sexy,valentinesday [55] valentinesday,jcpenney [55] jcpenney,brought [55] brought,style [55] style,big [55] tall,xlg Top Word Pairs in Tweet in G3:
[21] macys,jcpenney [11] jcpenney,sears [8] clothes,etc [6] sears,jcpenney [6] hcpeterson,jcpenney [5] dcexaminer,aoc [5] aoc,jeffbezos [5] jeffbezos,amazon [5] amazon,reuters [5] danteestrada_,insider747 Top Word Pairs in Tweet in G4:
[2] lucille77316971,billperiman [2] billperiman,marisalove81 [2] marisalove81,caroljean32 [2] caroljean32,surfnutsc2 [2] surfnutsc2,leesutton4 [2] leesutton4,trooamerican10 [2] trooamerican10,patriciabride [2] jcpenney,kamvtv [2] kamvtv,dixiedoodle12 [2] jcpenney,macys Top Word Pairs in Tweet in G5:
[83] check,out [79] good,share [79] share,check [79] out,items [79] items,loving [79] loving,poshmarkapp [78] poshmark,fashion [76] fashion,style [75] style,shopmycloset [46] poshmarkapp,poshmark Top Word Pairs in Tweet in G6:
[193] 100,jcpenney [193] jcpenney,gift [193] gift,card [182] win,100 [168] giveaway,win [168] card,mommye [168] mommye,allatjcp [168] allatjcp,jcpenney [154] entered,giveaway [25] card,giveaway Top Word Pairs in Tweet in G7:
[20] appliances,furniture [17] jcpenney,ditching [17] ditching,appliances [17] furniture,stores [9] cnnbusiness,jcpenney [5] stores,cnn [3] j,c [3] c,penney [3] business,news [2] new,year Top Word Pairs in Tweet in G8:
[8] extra,40 [7] jcpenney,suitup [6] suit,up [5] days,jcpenney [5] jcpenney,suit [5] up,sale [5] student,id [5] week,jcpenney [5] jcpenney,home [5] home,office Top Word Pairs in Tweet in G9:
[21] sephora,jcpenney [20] sephora,toofaced [20] toofaced,jcpenney [13] desireanne_,sephora [10] sephora,inside [10] inside,jcpenney [10] jcpenney,raleigh [10] raleigh,nc [10] friendlyjmc,sephora [4] stop,sephora Top Word Pairs in Tweet in G10:
[18] michaelstrahan,mbymstrahan [18] mbymstrahan,jcpenney [5] look,good [3] michaelstrahan,promoted [3] raiseyourgame,ad [2] ad,jcpenney [2] promoted,pedophilia [2] pedophilia,gma [2] michaelstrahan,jcpenney [2] jcpenney,michaelstrahan Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: