The graph represents a network of 1,083 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, 27 May 2020 at 18:26 UTC.
The requested start date was Wednesday, 27 May 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 42-day, 5-hour, 10-minute period from Tuesday, 14 April 2020 at 16:39 UTC to Tuesday, 26 May 2020 at 21:50 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 : 1083
Unique Edges : 1720
Edges With Duplicates : 7530
Total Edges : 9250
Number of Edge Types : 5
Mentions : 3012
Replies to : 2418
Retweet : 1067
MentionsInRetweet : 1783
Tweet : 970
Self-Loops : 984
Reciprocated Vertex Pair Ratio : 0.180896686159844
Reciprocated Edge Ratio : 0.306371739848135
Connected Components : 65
Single-Vertex Connected Components : 40
Maximum Vertices in a Connected Component : 963
Maximum Edges in a Connected Component : 8895
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.819419
Graph Density : 0.00258489886551187
Modularity : 0.191783
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 1,083 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, 27 May 2020 at 18:26 UTC.
The requested start date was Wednesday, 27 May 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 42-day, 5-hour, 10-minute period from Tuesday, 14 April 2020 at 16:39 UTC to Tuesday, 26 May 2020 at 21:50 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 G2:
[52] cmicontent,a2 [50] cmicontent,a3 [42] cmicontent,#cmworld [39] cmicontent,a6 [36] cmicontent,a1 [33] cmicontent,a4 [27] cmicontent,a7 [24] inkandcopy,cmicontent [19] cmicontent,a5 [19] #cmworld,diana Top Word Pairs in Tweet in G3:
[89] #seo,#smm [75] #smm,#marketing [73] #marketing,#blog [71] #blog,#blogger [68] #blogger,#contentmarketing [66] #contentmarketing,#crowdfunding [61] cmicontent,#cmworld [53] #crowdfunding,#win [52] #content,create [52] content,marketing Top Word Pairs in Tweet in G4:
[41] cmicontent,#cmworld [41] anngynn,cmicontent [41] overused,incorrect [41] incorrect,fuzzy [41] fuzzy,words [32] words,plagued [27] plagued,#writing [26] #writing,centuries [24] centuries,anngynn [23] content,marketing Top Word Pairs in Tweet in G5:
[36] online,learning [22] free,online [8] certifications,courses [8] 12,pm [8] rob,walch [8] walch,podcast411 [8] podcast411,sorry [8] sorry,virginia [8] virginia,such [7] such,thing Top Word Pairs in Tweet in G6:
[20] content,marketing [18] #cmworld,2019 [18] full,video [16] daily,conversation [13] conversation,report [13] report,ready [13] ready,#cmworld [13] #cmworld,twitter [13] twitter,chat [13] #द,व Top Word Pairs in Tweet in G7:
[12] cmicontent,a5 [9] cmicontent,a7 [6] social,media [6] podcast411,cmicontent [6] #cmworld,#linkedinchat [6] #linkedinchat,#africatweetchat [6] #africatweetchat,#goalchat [5] #goalchat,#stagechat [5] #stagechat,#twittersmarter [4] vrajshahspeaks,cmicontent Top Word Pairs in Tweet in G8:
[11] covid,19 [7] #salud,ansiedad [7] #banca,#finanzas [7] crisis,sanitaria [5] #autos,nissan [5] contra,coronavirus [5] servicio,#delivery [5] #negocios,#latam [5] #salud,#covid [5] #covid,19 Top Word Pairs in Tweet in G9:
[13] #twittersmarter,#smechat [6] #smechat,#winniesun [6] #winniesun,#cmworld [6] #cmworld,#tacochat [6] shoutout,#twittersmarter [6] #tacochat,#bizapaloozachat [5] #bizapaloozachat,#adweekchat [5] #adweekchat,#tweetchat [5] agorapulse,shoutout [5] #tweetchat,inspirat Top Word Pairs in Tweet in G10:
[11] cmicontent,#cmworld [11] cmicontent,a7 [11] a7,#cmworld [11] cmicontent,a4 [10] a4,#cmworld [10] cmicontent,a2 [10] a2,#cmworld [10] cmicontent,a1 [8] a1,#cmworld [7] cmicontent,a5 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 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 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: