The graph represents a network of 609 Twitter users whose tweets in the requested range contained "socialmarketing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 07 September 2022 at 05:16 UTC.
The requested start date was Wednesday, 07 September 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 17-hour, 44-minute period from Wednesday, 24 August 2022 at 00:25 UTC to Tuesday, 06 September 2022 at 18:09 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 : 609
Unique Edges : 310
Edges With Duplicates : 1001
Total Edges : 1311
Number of Edge Types : 5
Retweet : 364
MentionsInRetweet : 425
Tweet : 391
Mentions : 114
Replies to : 17
Self-Loops : 399
Reciprocated Vertex Pair Ratio : 0.015695067264574
Reciprocated Edge Ratio : 0.0309050772626932
Connected Components : 236
Single-Vertex Connected Components : 151
Maximum Vertices in a Connected Component : 193
Maximum Edges in a Connected Component : 579
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.319693
Graph Density : 0.00122342494166451
Modularity : 0.398594
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 609 Twitter users whose tweets in the requested range contained "socialmarketing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 07 September 2022 at 05:16 UTC.
The requested start date was Wednesday, 07 September 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 17-hour, 44-minute period from Wednesday, 24 August 2022 at 00:25 UTC to Tuesday, 06 September 2022 at 18:09 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 : socialmarketing
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:
[156] social,media [62] community,commerce [62] commerce,cipioai [62] cipioai,#digitalmarketing [62] #digitalmarketing,#behavioranalytics [62] #behavioranalytics,#b2b2c [62] #b2b2c,#cx [58] kirkdborne,community [58] #cx,#loya [41] #tweetomizer,#socialmarketing Top Word Pairs in Tweet in G1:
[48] social,media [22] media,marketing [17] #socialmarketing,#socialmedia [13] #socialmediamarketing,#socialmarketing [9] #socialmedia,#socialmarketing [9] #marketing,#digitalmarketing [8] #digitalmarketing,#socialmarketing [8] #marketing,#socialmarketing [7] #branddesigner,#grafikaitervezes [7] #grafikaitervezes,#grafikaitervezés Top Word Pairs in Tweet in G3:
[61] community,commerce [61] commerce,cipioai [61] cipioai,#digitalmarketing [61] #digitalmarketing,#behavioranalytics [61] #behavioranalytics,#b2b2c [61] #b2b2c,#cx [57] kirkdborne,community [57] #cx,#loya [4] #socialmedia,#socialmarketing [3] #cx,#loyalty Top Word Pairs in Tweet in G4:
[68] social,media [36] maintain,social [35] struggling,find [35] find,time [35] time,maintain [35] media,presence [35] presence,help [35] help,manage [35] manage,monitor [35] monitor,maintain Top Word Pairs in Tweet in G5:
[3] good,timekeeper [3] timekeeper,interested [3] interested,#socialmarketing [3] #socialmarketing,uk [3] uk,based [3] based,help [3] excited,back [3] back,wsmconference [3] wsmconference,#brighton [3] #brighton,iwes_nola Top Word Pairs in Tweet in G6:
[25] charlesfrize,#frizemedia [22] #frizemedia,#seo [22] #seo,#sem [22] #sem,#digitalmarketing [22] #digitalmarketing,#proposal [22] #proposal,#ghana [22] #ghana,#onlineadvertising [18] #onlineadvertising,#marketingandadvert [9] #contentmarketing,strategy [9] strategy,tips Top Word Pairs in Tweet in G7:
[12] important,factor [12] factor,design [12] design,website [12] website,#website [12] #website,#webdesign [12] #webdesign,#webdesigner [12] #webdesigner,#uiux [12] #uiux,#uiuxdesign [11] labnetix,important [11] #uiuxdesign,#websitedev Top Word Pairs in Tweet in G8:
[17] #usa,socialmarketing [9] #alwaysbeyourlifeleader,#usa [8] #lifeleaderyou,#usa [4] use,going [4] going,back [4] back,yesterday [4] yesterday,different [4] different,person [4] person,lewis [4] lewis,carroll Top Word Pairs in Tweet in G9:
[9] 10,09 [9] 09,2022 [9] 2022,findet [9] findet,endlich [9] endlich,wieder [9] wieder,nacht [9] nacht,forschung [9] forschung,statt [9] statt,erfahren [9] erfahren,#ndfunibern Top Word Pairs in Tweet in G10:
[3] future,marketing [3] marketing,social [3] social,need [3] need,social [3] social,marketing [3] marketing,dna [3] dna,organisations [3] organisations,prof [3] prof,jeff [3] jeff,french Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G5:
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: