The graph represents a network of 3,512 Twitter users whose tweets in the requested range contained "#marketing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 01 December 2019 at 15:22 UTC.
The requested start date was Sunday, 01 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 2-hour, 19-minute period from Friday, 29 November 2019 at 07:54 UTC to Saturday, 30 November 2019 at 10:14 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 : 3512
Unique Edges : 3930
Edges With Duplicates : 3026
Total Edges : 6956
Number of Edge Types : 3
Mentions : 4082
Replies to : 43
Tweet : 2831
Self-Loops : 2831
Reciprocated Vertex Pair Ratio : 0.0222222222222222
Reciprocated Edge Ratio : 0.0434782608695652
Connected Components : 1385
Single-Vertex Connected Components : 885
Maximum Vertices in a Connected Component : 1129
Maximum Edges in a Connected Component : 3547
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.132938
Graph Density : 0.000268599371062246
Modularity : 0.514099
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 3,512 Twitter users whose tweets in the requested range contained "#marketing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 01 December 2019 at 15:22 UTC.
The requested start date was Sunday, 01 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 2-hour, 19-minute period from Friday, 29 November 2019 at 07:54 UTC to Saturday, 30 November 2019 at 10:14 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 : #marketing
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:
[326] social,media [191] gt,gt [187] #infographic,follow [182] #digitalmarketing,#marketing [157] #marketing,#business [157] #marketing,#socialmedia [138] #socialmedia,#marketing [137] search,engine [136] black,friday [133] #marketing,#digitalmarketing Top Word Pairs in Tweet in G1:
[62] social,media [55] #marketing,#business [50] #marketing,#publicidad [50] #influencer,#marketing [48] #publicidad,#mrketingdigital [46] #advertising,#bingads [46] #bingads,#business [46] #business,#ebusiness [46] #ebusiness,#googleads [46] #googleads,#influencer Top Word Pairs in Tweet in G2:
[34] #iot,#bigdata [31] #iot,#marketing [28] c's,#marketing [27] #marketing,#digital [26] security,key [26] key,iot [26] #cybersecurity,#iot [26] #bigdata,#infosec [24] #innovation,#business [24] ways,#artificialintelligence Top Word Pairs in Tweet in G3:
[108] #marketing,#contentmarketing [83] social,media [68] #socialmedia,#marketing [68] #digitalmarketing,#marketing [62] #contentmarketing,#blogging [62] #business,#startups [61] search,engine [57] #digitalmarketing,#business [53] #marketing,#digitalmarketing [52] engine,optimization Top Word Pairs in Tweet in G4:
[50] #visualcontenting,#contentmarketing [50] #contentmarketing,#socialmedia [50] #socialmedia,#seo [43] #ian1,#iartg [43] #iartg,#asmsg [43] #asmsg,#author [42] #retweet,#follow [42] #follow,#ian1 [41] #author,#amwriting [32] #amwriting,#mgwv Top Word Pairs in Tweet in G5:
[169] #infographic,follow [102] #startup,#growthhacking [95] ryanglass4reals,#entreprenuer [89] top,social [89] social,media [89] media,trends [89] trends,2018 [89] 2018,#infographic [89] follow,#growthhacking [89] #growthhacking,#digitalday18 Top Word Pairs in Tweet in G6:
[48] #influencer,#marketing [47] #advertising,#bingads [47] #bingads,#business [47] #business,#ebusiness [47] #ebusiness,#googleads [47] #googleads,#influencer [47] #marketing,#payperclick [47] #payperclick,#ppc [47] #ppc,#retweet [44] #marketing,#seo Top Word Pairs in Tweet in G7:
[2] marshacollier,robindavidman [2] robindavidman,edward733 [2] edward733,patgrant7777 [2] patgrant7777,tom__coleman [2] tom__coleman,ssscoop475 [2] ssscoop475,carlramallo [2] carlramallo,mirtaimperatori [2] #business,#socialmedia [2] training,course [2] #repost,jbarbosapr Top Word Pairs in Tweet in G8:
[25] freelanex,freelanex [10] freelanex,leveraging [10] leveraging,power [10] power,blockchain [10] blockchain,artificial [10] artificial,intelligence [10] intelligence,build [10] build,largest [10] largest,trusted [10] trusted,online Top Word Pairs in Tweet in G9:
[51] game,day [51] share,game [51] 200,points [39] game,using [39] using,links [39] links,site [39] site,earn [39] earn,200 [34] indievideogames,game [27] day,run Top Word Pairs in Tweet in G10:
[16] #ganador,#categoría [9] #marketing,#publicidad [8] #agp9,#marketing [8] #publicidad,#comunicación [6] #comunicación,#sevilla [4] #sevilla,#agp9 [3] #agp9,#laligacórner [3] #laligacórner,córner [3] córner,experiencial [3] experiencial,creamos Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
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: