The graph represents a network of 1,140 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 Friday, 08 November 2019 at 05:18 UTC.
The requested start date was Wednesday, 06 November 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 35-day, 6-hour, 32-minute period from Tuesday, 01 October 2019 at 16:44 UTC to Tuesday, 05 November 2019 at 23:16 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 : 1140
Unique Edges : 2439
Edges With Duplicates : 5654
Total Edges : 8093
Number of Edge Types : 3
Mentions : 4840
Replies to : 2017
Tweet : 1236
Self-Loops : 1236
Reciprocated Vertex Pair Ratio : 0.155931010207673
Reciprocated Edge Ratio : 0.26979293544458
Connected Components : 86
Single-Vertex Connected Components : 59
Maximum Vertices in a Connected Component : 994
Maximum Edges in a Connected Component : 7609
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.995417
Graph Density : 0.0025291499160544
Modularity : 0.223307
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 1,140 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 Friday, 08 November 2019 at 05:18 UTC.
The requested start date was Wednesday, 06 November 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 35-day, 6-hour, 32-minute period from Tuesday, 01 October 2019 at 16:44 UTC to Tuesday, 05 November 2019 at 23:16 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 : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[310] content,marketing [219] #seo,#smm [219] #blog,#blogger [218] #smm,#marketing [218] #marketing,#blog [218] #blogger,#contentmarketing [214] #contentmarketing,#crowdfunding [205] sent,dm [194] dm,#seo [143] #crowdfunding,#win Top Word Pairs in Tweet in G1:
[77] content,marketing [43] #cmworld,chat [29] #cmworld,#webinar [27] check,out [24] demand,generation [24] branded,content [23] generation,summit [23] rbcarter,cmicontent [21] next,week [16] cmicontent,#cmworld Top Word Pairs in Tweet in G2:
[100] content,marketing [53] cmicontent,#cmworld [53] #cmworld,chat [48] rbcarter,cmicontent [47] cmicontent,a3 [45] cmicontent,a2 [37] cmicontent,a7 [36] cmicontent,dshiao [33] cmicontent,a4 [32] cmicontent,a5 Top Word Pairs in Tweet in G3:
[82] #rt,cmicontent [56] content,marketing [28] #cmworld,chat [25] cmicontent,a1 [24] cmicontent,a3 [24] branded,content [21] cmicontent,a2 [20] cmicontent,a7 [20] cmicontent,a6 [19] cmicontent,a4 Top Word Pairs in Tweet in G4:
[44] content,marketing [17] branded,content [15] millanda,#cmworld [14] #cmworld,#contentmarketing [13] jot,down [13] down,one [13] one,key [13] key,takeaway [13] takeaway,presentation [12] presentation,see Top Word Pairs in Tweet in G5:
[17] content,marketing [9] #contentmarketing,#cmworld [7] daily,conversation [7] conversation,report [7] report,ready [7] ready,#cmworld [7] #cmworld,oct [6] #cmworld,2019 [6] #cmworld,#cmworldcommunity [5] 5,techniques Top Word Pairs in Tweet in G6:
[10] joderama,#cmworld [6] s,great [6] great,way [6] way,likable [6] likable,relatable [6] relatable,marketingprofs [6] marketingprofs,millanda [5] presenting,innovative [5] innovative,ideas [5] ideas,#contentmarketing Top Word Pairs in Tweet in G7:
[12] doesn,t [9] millanda,#cmworld [8] anngynn,#cmworld [7] don,t [7] scottspjut,#cmworld [6] keyword,volume [6] volume,doesn [6] t,tell [6] tell,enough [6] enough,figure Top Word Pairs in Tweet in G8:
[4] final,issue [4] issue,editor [4] editor,cco [4] cco,out [4] out,now [4] now,contributions [4] contributions,robert_rose [4] melissa_egg,klundt3 [4] delivering,content [4] content,out Top Word Pairs in Tweet in G9:
[12] mmenginepodcast,podcast [11] find,out [11] #content,#sales [10] ep,mmenginepodcast [8] bernieborges,#cmo [8] podcast,host [8] bernieborges,shares [8] shares,#content [8] #sales,powerful [8] powerful,way Top Word Pairs in Tweet in G10:
[6] year's,#cmworld [5] newscred,content [4] content,marketers [4] marketers,marketing [4] marketing,heroes [4] heroes,check [4] check,out [4] out,ceo's [4] ceo's,session [4] session,year'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 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: