The graph represents a network of 1,207 Twitter users whose tweets in the requested range contained "#CMWorld", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 19 February 2020 at 05:37 UTC.
The requested start date was Wednesday, 19 February 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 56-day, 17-hour, 37-minute period from Friday, 20 December 2019 at 18:42 UTC to Saturday, 15 February 2020 at 12:20 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 : 1207
Unique Edges : 2285
Edges With Duplicates : 5938
Total Edges : 8223
Number of Edge Types : 4
Mentions : 3148
MentionsInRetweet : 1823
Replies to : 1980
Tweet : 1272
Self-Loops : 1272
Reciprocated Vertex Pair Ratio : 0.163342115167482
Reciprocated Edge Ratio : 0.280815270139114
Connected Components : 89
Single-Vertex Connected Components : 72
Maximum Vertices in a Connected Component : 1094
Maximum Edges in a Connected Component : 8034
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.172536
Graph Density : 0.00212346167532951
Modularity : 0.217058
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 1,207 Twitter users whose tweets in the requested range contained "#CMWorld", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 19 February 2020 at 05:37 UTC.
The requested start date was Wednesday, 19 February 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 56-day, 17-hour, 37-minute period from Friday, 20 December 2019 at 18:42 UTC to Saturday, 15 February 2020 at 12:20 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #CMWorld
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[295] cmicontent,#cmworld [153] content,marketing [115] #cmworld,chat [109] twitter,chat [101] data,science [101] #cmworld,twitter [93] cspenn,cmicontent [85] lead,generation [74] cmicontent,a1 [74] #seo,#smm Top Word Pairs in Tweet in G1:
[103] cmicontent,#cmworld [81] lead,generation [51] content,marketing [46] cspenn,cmicontent [41] #cmworld,chat [37] data,science [31] b2b,marketing [27] #cmworld,#youtube [23] twitter,chat [22] marketing,world Top Word Pairs in Tweet in G2:
[96] cmicontent,#cmworld [55] data,science [53] #cmworld,chat [52] superdeluxemo,cmicontent [49] cmicontent,nationwide [45] cmicontent,a1 [44] cspenn,cmicontent [44] cmicontent,a3 [42] jthiefels,cmicontent [40] cmicontent,a2 Top Word Pairs in Tweet in G3:
[85] cmicontent,#cmworld [41] twitter,chat [37] #cmworld,twitter [35] content,marketing [22] session,#cmworld [21] paid,social [17] dshiao,cmicontent [16] content,marketers [15] marketing,world [15] #cmworld,chat Top Word Pairs in Tweet in G4:
[18] cmicontent,helpareporter [10] cmicontent,a1 [9] cmicontent,a3 [8] cmicontent,a6 [7] cmicontent,a2 [7] cmicontent,a5 [7] cmicontent,a7 [6] helpareporter,a2 [5] cmicontent,a4 [5] cmicontent,joepulizzi Top Word Pairs in Tweet in G5:
[70] #mscnoticias,#cmworld [64] #news,#mscnoticias [15] cines,unidos [14] #cmworld,#03feb [12] #cmworld,#11ene [12] mscnoticias,#sabiasque [8] #news,#cmworld [8] salas,cines [8] ces,2020 [8] #news,#mscnoticiaslatam Top Word Pairs in Tweet in G6:
[42] great,share [42] share,joepulizzi [15] content,marketing [12] #cmworld,twitter [12] twitter,chat [11] more,marketing [11] marketing,leaders [11] leaders,reporting [11] reporting,cro [11] cro,content Top Word Pairs in Tweet in G7:
[25] feb,#b2bmx [25] #b2bmx,mar [25] mar,#adobesummit [25] #adobesummit,apr [25] apr,#cmc20 [25] #cmc20,apr [23] register,50 [23] 50,speakers [23] speakers,online [23] online,travel Top Word Pairs in Tweet in G8:
[6] best,#marketingconferences [6] #marketingconferences,2020 [6] 2020,digitalsummits [6] digitalsummits,digimarcon [6] digimarcon,supervveek [6] supervveek,3xedigital [6] 3xedigital,smx [6] smx,cultgathering [5] brennermichael,best [5] cultgathering,b2bmx Top Word Pairs in Tweet in G9:
[4] two,things [4] things,love [4] love,twitter [4] twitter,chats [4] chats,moninaw [4] moninaw,put [4] put,'em [4] 'em,both [4] both,together [4] together,great Top Word Pairs in Tweet in G10:
[15] adaptive,content [15] content,modelling [15] modelling,customer [15] customer,journey [15] journey,mapping [15] mapping,big [15] big,data [15] data,ai [15] ai,knowledge [15] knowledge,graphs Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G9:
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 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: