The graph represents a network of 502 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, 17 August 2022 at 05:16 UTC.
The requested start date was Wednesday, 17 August 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, 22-hour, 32-minute period from Wednesday, 03 August 2022 at 01:10 UTC to Tuesday, 16 August 2022 at 23:42 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 : 502
Unique Edges : 211
Edges With Duplicates : 849
Total Edges : 1060
Number of Edge Types : 5
Tweet : 338
Retweet : 312
MentionsInRetweet : 329
Mentions : 75
Replies to : 6
Self-Loops : 348
Reciprocated Vertex Pair Ratio : 0.0385756676557863
Reciprocated Edge Ratio : 0.0742857142857143
Connected Components : 192
Single-Vertex Connected Components : 122
Maximum Vertices in a Connected Component : 71
Maximum Edges in a Connected Component : 171
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 1.863983
Graph Density : 0.00139163903269159
Modularity : 0.389089
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 502 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, 17 August 2022 at 05:16 UTC.
The requested start date was Wednesday, 17 August 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, 22-hour, 32-minute period from Wednesday, 03 August 2022 at 01:10 UTC to Tuesday, 16 August 2022 at 23:42 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:
[93] social,media [40] #tweetomizer,#socialmarketing [40] #socialmarketing,#cms [32] #socialmedia,#socialmarketing [30] media,marketing [29] #cms,#setandforget [28] don,another [28] another,kid [28] kid,actually [28] actually,thinking Top Word Pairs in Tweet in G1:
[44] social,media [28] ##socialmedia,#platforms [21] #platforms,#digitalmarkerting [19] media,marketing [18] #digitalmarkerting,#marketingnews [18] #marketingnews,#strategy [14] #strategy,#commerce [14] #commerce,#socialmarketing [13] #media,#socialmarketing [12] #socialmedia,#socialmarketing Top Word Pairs in Tweet in G2:
[28] don,another [28] another,kid [28] kid,actually [28] actually,thinking [28] thinking,losing [28] losing,one [28] one,kids [28] kids,already [27] theonion,don [5] taking,child Top Word Pairs in Tweet in G3:
[24] making,pinned [24] pinned,bit [24] bit,lost [24] lost,pin [24] pin,top [24] top,social [24] social,feeds [24] feeds,never [23] the_last_hurdle,making [18] set,account Top Word Pairs in Tweet in G4:
[27] well,ll [27] ll,moon [27] moon,old [27] old,gray [27] gray,tits [27] tits,himself [27] himself,flesh [27] flesh,mooños [27] mooños,noche [26] clickhole,well Top Word Pairs in Tweet in G5:
[17] community,commerce [17] commerce,cipioai [17] cipioai,#digitalmarketing [17] #digitalmarketing,#behavioranalytics [17] #behavioranalytics,#b2b2c [17] #b2b2c,#cx [14] kirkdborne,community [14] #cx,#loya [5] artificial,intelligence [5] intelligence,social Top Word Pairs in Tweet in G6:
[13] #frizemedia,#digitalmarketing [13] #digitalmarketing,powerful [12] #marketing,#business [11] charlesfrize,#frizemedia [10] powerful,#strategies [10] #strategies,growth [10] growth,#marketing [6] #business,#market [5] #socialmedia,#socialmediatips [5] #socialmarketing,#digitalmarketing Top Word Pairs in Tweet in G7:
[16] #twitter,bon [16] bon,aller [16] aller,par [16] par,chemins [16] chemins,parlons [16] parlons,#socialmarketing [15] hello,#twitter [15] #socialmarketing,š [15] š,tã [15] tã,tã Top Word Pairs in Tweet in G8:
[6] #socialmarketing,watch [6] watch,video [6] video,find [5] wsmconference,#socialmarketing [4] wanted,attend [4] attend,wsmconference [4] wsmconference,travel [4] travel,good [4] good,option [4] option,plenary Top Word Pairs in Tweet in G9:
[2] social,frontier [2] frontier,2022 [2] 2022,gt [2] gt,mall [2] mall,america [2] america,helps [2] helps,retailers [2] retailers,tiktok [2] tiktok,famous [2] famous,twin Top Word Pairs in Tweet in G10:
[10] social,media [5] media,strategies [5] strategies,improve [5] improve,brand [5] brand,presence [5] presence,attract [5] attract,customers [4] siictconsult,social [4] customers,#socialmarketi [3] power,social Top Replied-To in Entire Graph:
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: