The graph represents a network of 737 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, 16 June 2021 at 18:15 UTC.
The requested start date was Wednesday, 16 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 75-day, 18-hour, 23-minute period from Thursday, 01 April 2021 at 02:07 UTC to Tuesday, 15 June 2021 at 20:30 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 : 737
Unique Edges : 1123
Edges With Duplicates : 5554
Total Edges : 6677
Number of Edge Types : 5
Retweet : 799
MentionsInRetweet : 1295
Mentions : 2228
Replies to : 1726
Tweet : 629
Self-Loops : 639
Reciprocated Vertex Pair Ratio : 0.207547169811321
Reciprocated Edge Ratio : 0.34375
Connected Components : 33
Single-Vertex Connected Components : 26
Maximum Vertices in a Connected Component : 683
Maximum Edges in a Connected Component : 6587
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.703358
Graph Density : 0.00377558846085777
Modularity : 0.179833
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 737 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, 16 June 2021 at 18:15 UTC.
The requested start date was Wednesday, 16 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 75-day, 18-hour, 23-minute period from Thursday, 01 April 2021 at 02:07 UTC to Tuesday, 15 June 2021 at 20:30 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:
[226] content,marketing [121] cmicontent,#cmworld [84] cspenn,cmicontent [62] cmicontent,a1 [59] cmicontent,a2 [59] marketing,world [56] #cmworld,chat [53] cmicontent,a6 [53] social,media [51] cmicontent,a3 Top Word Pairs in Tweet in G1:
[69] content,marketing [36] cmicontent,#cmworld [30] demand,generation [30] generation,summit [23] twitter,chat [22] marketing,world [21] see,#cmworld [21] #cmworld,chat [21] #cmworld,twitter [20] #cmworld,#webinar Top Word Pairs in Tweet in G2:
[69] cspenn,cmicontent [58] cmicontent,#cmworld [50] content,marketing [46] todcordill,cmicontent [44] cmicontent,a2 [43] hijinxmarketing,cmicontent [43] cmicontent,a1 [34] cmicontent,a3 [32] jonas419,cmicontent [30] cmicontent,a6 Top Word Pairs in Tweet in G3:
[29] content,tilt [24] content,marketing [21] great,share [21] share,joepulizzi [21] joepulizzi,content [20] content,creators [20] marketing,programs [20] programs,fail [20] fail,content [20] tilt,differentiation Top Word Pairs in Tweet in G4:
[33] content,marketing [20] content,inc [16] turn,content [16] content,business [16] business,read [16] read,joepulizzi's [16] joepulizzi's,revised [16] revised,content [16] inc,check [15] social,media Top Word Pairs in Tweet in G5:
[5] fave,tweet [5] tweet,chats [5] chats,#cmworld [5] #cmworld,#contentwritingchat [5] #contentwritingchat,#custserv [5] #custserv,#emailhour [5] #emailhour,#twittersmarter [5] #twittersmarter,yours [4] cmicontent,a3 [4] madalynsklar,fave Top Word Pairs in Tweet in G6:
[15] content,marketing [8] #cmworld,2020 [6] marketing,world [3] marketing,strategy [2] 50,top [2] top,b2b [2] b2b,content [2] marketing,influencers [2] influencers,follow [2] follow,2021 Top Word Pairs in Tweet in G7:
[11] content,marketing [8] #cmworld,#gsbsocialmedia [7] cmicontent,a1 [7] cmicontent,a6 [7] maggiejonezzz,cmicontent [5] cmicontent,a3 [5] content,creator [5] a1,content [4] marketing,awards [4] cmicontent,anhtnguyen Top Word Pairs in Tweet in G8:
[11] creative,show [8] jkkalinowski,moninaw [6] show,youtube [5] greatest,movie [5] movie,poster [5] poster,time [4] content,inc [4] marketers,toys [4] toys,creative [4] time,creative Top Word Pairs in Tweet in G9:
[12] strategies,increase [12] increase,twitter [12] twitter,engagement [12] engagement,interact [12] interact,followers [12] followers,use [12] use,eye [12] eye,catchy [12] catchy,visuals [12] visuals,using Top Word Pairs in Tweet in G10:
[2] #mumbailockdown,#covid19india [2] #covid19india,#maharashtra [2] #maharashtra,#mumbaipolice [2] #mumbaipolice,#cmworld [2] #cmworld,#pmmodi [2] #pmmodi,toimumbai [2] toimumbai,abpmajhatv [2] abpmajhatv,abpnews 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 G7:
Top Replied-To in G8:
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: