The graph represents a network of 1,331 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, 26 August 2020 at 18:17 UTC.
The requested start date was Wednesday, 26 August 2020 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, 2-hour, 11-minute period from Monday, 01 June 2020 at 09:27 UTC to Saturday, 22 August 2020 at 11:38 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 : 1331
Unique Edges : 2111
Edges With Duplicates : 9405
Total Edges : 11516
Number of Edge Types : 5
Mentions : 3623
Retweet : 1466
MentionsInRetweet : 2249
Replies to : 2925
Tweet : 1253
Self-Loops : 1283
Reciprocated Vertex Pair Ratio : 0.167027528611197
Reciprocated Edge Ratio : 0.286244367877021
Connected Components : 60
Single-Vertex Connected Components : 43
Maximum Vertices in a Connected Component : 1238
Maximum Edges in a Connected Component : 11317
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.736906
Graph Density : 0.002131361461505
Modularity : 0.187455
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 1,331 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, 26 August 2020 at 18:17 UTC.
The requested start date was Wednesday, 26 August 2020 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, 2-hour, 11-minute period from Monday, 01 June 2020 at 09:27 UTC to Saturday, 22 August 2020 at 11:38 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:
[286] content,marketing [278] cmicontent,#cmworld [180] twitter,chat [143] #cmworld,chat [140] #cmworld,twitter [111] cmicontent,a1 [107] cmicontent,a3 [105] cmicontent,a2 [101] social,media [80] cmicontent,a4 Top Word Pairs in Tweet in G1:
[72] content,marketing [61] cmicontent,#cmworld [52] #cmworld,chat [46] #cmworld,twitter [44] twitter,chat [39] marketing,world [35] #cmworld,#webinar [34] next,week [30] today,#cmworld [30] learn,more Top Word Pairs in Tweet in G2:
[111] cmicontent,#cmworld [86] cmicontent,a1 [82] content,marketing [73] cmicontent,a2 [70] cmicontent,a3 [67] #cmworld,chat [61] cmicontent,a7 [58] social,media [57] cmicontent,a5 [56] cmicontent,a4 Top Word Pairs in Tweet in G3:
[68] cmicontent,#cmworld [26] twitter,chat [25] content,marketing [23] #twittersmarter,#smechat [23] #smechat,#winniesun [22] #cmworld,#contentmarketing [22] liked,today's [22] today's,#agencychat [22] #agencychat,twitter [22] chat,check Top Word Pairs in Tweet in G4:
[33] tamadear,webby2001 [26] cmicontent,#cmworld [17] cmicontent,tamadear [14] cmicontent,a3 [14] #cmworld,chat [14] smita_digimarke,cmicontent [12] twitter,chats [12] chats,today [12] 12,pm [11] lbaer_lisa,cmicontent Top Word Pairs in Tweet in G5:
[16] content,marketing [14] content,performance [11] social,online [11] online,media [10] africatweetchat,a8 [10] a8,#twittersmarter [10] #twittersmarter,twitter [10] twitter,marketing [10] marketing,trends [10] trends,#bufferchat Top Word Pairs in Tweet in G6:
[61] content,marketing [12] twitter,chat [12] daily,conversation [12] conversation,report [12] report,ready [12] ready,#cmworld [9] #cmworld,twitter [7] #cmworld,#webinar [7] insights,#cmworld [7] #cmworld,jul Top Word Pairs in Tweet in G7:
[41] cmicontent,govengreso [25] content,marketers [25] marketers,hobbies [25] hobbies,#cmworld [25] #cmworld,twitter [25] twitter,chat [25] chat,session [25] session,proves [25] proves,hobbies [25] hobbies,help Top Word Pairs in Tweet in G8:
[6] content,plan [6] status,quo [5] buyer's,journey [4] cmicontent,#cmworld [4] tech,talk [4] cmicontent,mistake [4] mistake,content [4] plan,#contentstrategy [4] #contentstrategy,garrettruiz18 [4] garrettruiz18,strategy Top Word Pairs in Tweet in G9:
[11] tweet,chats [8] fave,tweet [8] chats,#cmworld [5] learn,more [5] #cmworld,#custserv [5] #custserv,#solobizchat [4] twitter,amazing [4] amazing,place [4] place,listen [4] listen,engage Top Word Pairs in Tweet in G10:
[72] #seo,#smm [72] #smm,#marketing [72] #marketing,#blog [72] #blog,#blogger [72] #blogger,#contentmarketing [58] #contentmarketing,#crowdfunding [56] #crowdfunding,#win [50] #win,#contest [47] #contest,#giveaway [46] #giveaway,#influencermarketing Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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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:
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Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
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Top Tweeters in G10: