The graph represents a network of 1,017 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, 02 June 2021 at 18:15 UTC.
The requested start date was Wednesday, 02 June 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 92-day, 4-hour, 37-minute period from Monday, 01 March 2021 at 10:47 UTC to Tuesday, 01 June 2021 at 15:24 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 : 1017
Unique Edges : 1478
Edges With Duplicates : 8212
Total Edges : 9690
Number of Edge Types : 5
Mentions : 2984
Replies to : 2560
Retweet : 1235
MentionsInRetweet : 1911
Tweet : 1000
Self-Loops : 1017
Reciprocated Vertex Pair Ratio : 0.198473282442748
Reciprocated Edge Ratio : 0.331210191082803
Connected Components : 46
Single-Vertex Connected Components : 36
Maximum Vertices in a Connected Component : 943
Maximum Edges in a Connected Component : 9556
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.775225
Graph Density : 0.00273500104522333
Modularity : 0.169901
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,017 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, 02 June 2021 at 18:15 UTC.
The requested start date was Wednesday, 02 June 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 92-day, 4-hour, 37-minute period from Monday, 01 March 2021 at 10:47 UTC to Tuesday, 01 June 2021 at 15:24 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:
[231] content,marketing [146] cmicontent,#cmworld [113] cmicontent,a1 [91] cmicontent,a2 [89] #cmworld,chat [87] cmicontent,a3 [84] cspenn,cmicontent [81] today,#cmworld [75] twitter,chat [64] cmicontent,a4 Top Word Pairs in Tweet in G1:
[74] content,marketing [60] #cmworld,#webinar [38] cmicontent,#cmworld [37] #cmworld,chat [36] twitter,chat [31] see,#cmworld [30] today,#cmworld [30] demand,generation [30] generation,summit [28] marketing,world Top Word Pairs in Tweet in G2:
[82] cmicontent,a1 [78] cmicontent,#cmworld [72] cmicontent,a2 [69] cspenn,cmicontent [60] cmicontent,a3 [47] cmicontent,a4 [43] cmicontent,a5 [40] content,marketing [40] rkwendte,cmicontent [40] cmicontent,a6 Top Word Pairs in Tweet in G3:
[38] content,marketing [14] content,inc [13] social,media [12] #digitalmarketing,#cmworld [11] turn,content [11] content,business [11] business,read [11] read,joepulizzi's [11] joepulizzi's,revised [11] revised,content Top Word Pairs in Tweet in G4:
[28] content,tilt [26] great,share [26] share,joepulizzi [23] content,marketing [21] content,creators [20] joepulizzi,content [19] marketing,programs [19] programs,fail [19] fail,content [19] tilt,differentiation Top Word Pairs in Tweet in G5:
[26] ø,ù [23] ù,ø [20] ù,ù [13] content,marketing [12] cmicontent,moninaw [12] moninaw,heidicohen [11] #cmworld,#nodexl [11] #nodexl,cmicontent [10] ø,ø [8] top,influencers Top Word Pairs in Tweet in G6:
[16] content,marketing [13] #cmworld,2020 [5] marketing,world [4] daily,#cmworld [4] #cmworld,content [4] content,convos [3] #contentmarketing,world [3] marketing,strategy [3] joe,pulizzi [3] #cmworld,2019 Top Word Pairs in Tweet in G7:
[25] twitter,engagement [25] engagement,interact [25] interact,followers [25] followers,use [25] use,eye [25] eye,catchy [25] catchy,visuals [25] visuals,using [22] strategies,increase [22] increase,twitter Top Word Pairs in Tweet in G8:
[16] creative,show [10] jkkalinowski,moninaw [8] greatest,movie [8] movie,poster [8] poster,time [8] show,youtube [6] time,creative [4] marketers,toys [4] toys,creative [4] content,inc Top Word Pairs in Tweet in G9:
[8] #cmworld,#gsbsocialmedia [6] content,marketing [6] cmicontent,a6 [5] cmicontent,a3 [5] cmicontent,a1 [4] hi,everyone [4] everyone,#cmworld [4] maggiejonezzz,cmicontent [4] project,management [4] management,tool Top Word Pairs in Tweet in G10:
[18] liked,today's [18] today's,#agencychat [18] #agencychat,twitter [18] twitter,chat [18] chat,check [18] check,favorites [18] favorites,#twittersmarter [18] #twittersmarter,#winniesun [18] #winniesun,#cmworld [9] agorapulse,liked 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 G5:
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 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: