The graph represents a network of 1,208 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, 25 December 2019 at 05:37 UTC.
The requested start date was Wednesday, 25 December 2019 at 01:01 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, 26-minute period from Tuesday, 12 November 2019 at 17:18 UTC to Tuesday, 24 December 2019 at 22:45 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 : 1208
Unique Edges : 2533
Edges With Duplicates : 5444
Total Edges : 7977
Number of Edge Types : 4
Mentions : 2991
MentionsInRetweet : 1713
Replies to : 2066
Tweet : 1207
Self-Loops : 1207
Reciprocated Vertex Pair Ratio : 0.151483781918565
Reciprocated Edge Ratio : 0.2631105783638
Connected Components : 89
Single-Vertex Connected Components : 64
Maximum Vertices in a Connected Component : 1056
Maximum Edges in a Connected Component : 7574
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.845869
Graph Density : 0.00228866380989482
Modularity : 0.234641
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 1,208 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, 25 December 2019 at 05:37 UTC.
The requested start date was Wednesday, 25 December 2019 at 01:01 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, 26-minute period from Tuesday, 12 November 2019 at 17:18 UTC to Tuesday, 24 December 2019 at 22:45 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:
[242] cmicontent,#cmworld [181] content,marketing [148] #smm,#marketing [146] #seo,#smm [146] #marketing,#blog [146] #blog,#blogger [146] #blogger,#contentmarketing [126] #contentmarketing,#crowdfunding [115] #crowdfunding,#win [94] #win,#contest Top Word Pairs in Tweet in G1:
[94] cmicontent,#cmworld [56] content,marketing [45] isocialfanz,cmicontent [28] #cmworld,chat [25] future,#marketing [25] #marketing,relatability [25] relatability,isocialfanz [24] #cmworld,session [24] content,marketers [22] remote,work Top Word Pairs in Tweet in G2:
[47] content,marketing [45] cmicontent,crestodina [41] #cmworld,chat [38] cmicontent,a2 [33] cmicontent,#cmworld [32] cmicontent,jayacunzo [31] b2the7,cmicontent [30] cmicontent,socialsheek [30] socialsheek,_amysparkles [30] cmicontent,a1 Top Word Pairs in Tweet in G3:
[77] cmicontent,#cmworld [24] content,marketing [21] #cmworld,twitter [19] twitter,chat [16] brands,start [16] start,customizing [16] customizing,#content [16] #content,individual [16] individual,audiences [16] audiences,applications Top Word Pairs in Tweet in G4:
[33] joepulizzi,cmicontent [25] cmicontent,#cmworld [19] #print,make [19] make,comeback [19] comeback,2020 [19] 2020,believe [19] believe,print [19] print,hit [19] hit,bottom [19] bottom,huge Top Word Pairs in Tweet in G5:
[15] content,marketing [6] daily,conversation [6] conversation,report [6] report,ready [6] ready,#cmworld [5] #marketingtips,#cmworld [4] clear,needs [4] needs,focus [4] focus,#contentmarketing [4] #contentmarketing,#marketingtips Top Word Pairs in Tweet in G6:
[19] #rt,cmicontent [9] cmcphillips,cmicontent [8] cmicontent,a3 [6] cmicontent,a5 [6] content,marketing [6] looking,forward [5] year,#cmworld [5] cmicontent,a2 [5] everyone,great [5] cmicontent,a6 Top Word Pairs in Tweet in G7:
[10] content,marketing [7] #cmworld,blog [7] blog,look [7] look,back [7] back,meet [6] #cmworld,#contentmarketing [4] millanda,#cmworld [4] #cmworld,chat [4] marketing,world [3] editorstahl,cmicontent Top Word Pairs in Tweet in G8:
[12] content,pruning [8] content,marketing [7] cmicontent,semrush's [7] semrush's,alinaseo [7] alinaseo,spoke [7] spoke,several [7] several,content [7] marketing,leaders [7] leaders,#cmworld [7] #cmworld,registration Top Word Pairs in Tweet in G9:
[28] #mscnoticias,#cmworld [27] #news,#mscnoticias [10] #cmworld,#06dic [7] #negocios,#news [6] #cmworld,#04dic [6] #news,#cmworld [5] #tecnologia,#negocios [5] grupo,venemergencia [5] venemergencia,consolida [5] consolida,nueva Top Word Pairs in Tweet in G10:
[7] markkilens,kadams24 [5] kadams24,drift [4] drift,#cmworld [3] cmicontent,know [3] cmicontent,beginning [3] beginning,minutes [3] minutes,signed [3] signed,today's [3] today's,webinar [3] webinar,drift's 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 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 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: