The graph represents a network of 978 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, 22 September 2021 at 18:14 UTC.
The requested start date was Wednesday, 22 September 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 82-day, 6-hour, 19-minute period from Thursday, 01 July 2021 at 14:02 UTC to Tuesday, 21 September 2021 at 20:22 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 : 978
Unique Edges : 1593
Edges With Duplicates : 6347
Total Edges : 7940
Number of Edge Types : 5
Retweet : 1024
MentionsInRetweet : 1607
Tweet : 946
Replies to : 1676
Mentions : 2687
Self-Loops : 948
Reciprocated Vertex Pair Ratio : 0.16025641025641
Reciprocated Edge Ratio : 0.276243093922652
Connected Components : 49
Single-Vertex Connected Components : 40
Maximum Vertices in a Connected Component : 916
Maximum Edges in a Connected Component : 7845
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.780087
Graph Density : 0.00284142642746356
Modularity : 0.19557
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 978 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, 22 September 2021 at 18:14 UTC.
The requested start date was Wednesday, 22 September 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 82-day, 6-hour, 19-minute period from Thursday, 01 July 2021 at 14:02 UTC to Tuesday, 21 September 2021 at 20:22 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:
[528] content,marketing [277] cmicontent,#cmworld [254] marketing,world [117] inkandcopy,cmicontent [70] cmicontent,a2 [68] cmicontent,a3 [62] save,100 [59] #cmworld,chat [56] social,media [54] personal,code Top Word Pairs in Tweet in G1:
[161] content,marketing [114] cmicontent,#cmworld [77] marketing,world [28] inkandcopy,cmicontent [21] use,personal [21] personal,code [21] save,100 [21] marketing,strategy [19] #cmworld,chat [19] #cmworld,2021 Top Word Pairs in Tweet in G2:
[119] content,marketing [89] cmicontent,#cmworld [78] inkandcopy,cmicontent [54] cmicontent,a2 [49] marketing,world [49] cmicontent,a3 [43] cmicontent,a6 [37] cmicontent,a4 [36] cmicontent,a7 [35] #cmworld,chat Top Word Pairs in Tweet in G3:
[56] content,marketing [24] marketing,world [17] micro,#content [17] #content,hurting [17] hurting,helping [17] helping,brand [17] brand,bring [17] bring,value [17] value,audience [17] use,personal Top Word Pairs in Tweet in G4:
[59] content,marketing [34] marketing,world [19] cmicontent,#cmworld [15] lucy,jane [14] #cmworld,speakers [13] world,#cmworld [12] year's,#cmworld [11] attending,#cmworld [11] cmicontent,2021 [11] year,winner Top Word Pairs in Tweet in G5:
[26] content,marketing [19] marketing,world [9] world,2021 [8] bonus,register [8] register,today [8] today,#cmworld [8] save,100 [7] captivating,awe [7] awe,inspiring [7] inspiring,memorable Top Word Pairs in Tweet in G6:
[17] content,marketing [7] initiative,theoretically [6] missjflar,cmicontent [5] marketing,campaign [5] campaign,thing [5] thing,campaign [5] campaign,always [5] always,stops [5] stops,content [5] marketing,initiative Top Word Pairs in Tweet in G7:
[17] cmicontent,#cmworld [7] content,marketing [7] jacquelineloch,cmicontent [5] marketing,world [5] preview,webinar [5] pretty,pictures [4] #cmworld,talk [4] heidicohen,turn [4] turn,content [4] content,business Top Word Pairs in Tweet in G8:
[10] cmicontent,#cmworld [4] #cmworld,presentation [2] #accessibility,everyone's [2] everyone's,responsibility [2] responsibility,#marketing [2] #marketing,included [2] included,talk [2] talk,cmicontent's [2] cmicontent's,#cmworld [2] #cmworld,next Top Word Pairs in Tweet in G9:
[54] content,marketing [27] interested,content [27] marketing,learn [27] learn,best [27] best,healthcare [27] healthcare,join [27] join,content [27] marketing,world [26] world,cleveland [17] clevelandclinic,interested Top Word Pairs in Tweet in G10:
[13] content,marketing [13] marketing,world [13] world,conference [13] conference,expo [13] expo,2021 [11] secure,#smpdiscounts [7] #smpdiscounts,content [7] 2021,register [6] save,date [6] 2021,secure 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 G6:
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 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: