The graph represents a network of 721 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, 23 March 2022 at 05:26 UTC.
The requested start date was Wednesday, 23 March 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, 27-minute period from Wednesday, 09 March 2022 at 01:33 UTC to Wednesday, 23 March 2022 at 00:00 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 : 721
Unique Edges : 524
Edges With Duplicates : 1137
Total Edges : 1661
Number of Edge Types : 5
Retweet : 352
MentionsInRetweet : 556
Tweet : 581
Replies to : 25
Mentions : 147
Self-Loops : 603
Reciprocated Vertex Pair Ratio : 0.0291095890410959
Reciprocated Edge Ratio : 0.0565723793677205
Connected Components : 331
Single-Vertex Connected Components : 246
Maximum Vertices in a Connected Component : 72
Maximum Edges in a Connected Component : 235
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.071779
Graph Density : 0.00115772846355371
Modularity : 0.433287
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 721 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, 23 March 2022 at 05:26 UTC.
The requested start date was Wednesday, 23 March 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, 27-minute period from Wednesday, 09 March 2022 at 01:33 UTC to Wednesday, 23 March 2022 at 00:00 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:
[180] social,media [71] #socialmarketing,#socialmedia [65] social,marketing [56] #socialmedia,#socialmarketing [48] media,changed [48] changed,way [48] way,live [48] live,interact [48] interact,each [48] each,yes Top Word Pairs in Tweet in G1:
[127] social,media [43] social,marketing [41] media,changed [41] changed,way [41] way,live [41] live,interact [41] interact,each [41] each,yes [41] yes,market [41] market,businesses Top Word Pairs in Tweet in G2:
[20] ncaawbb,wbenclive [20] wbenclive,usaswimming [20] usaswimming,nfallstourism [16] co,z4ifcyzcgx [16] z4ifcyzcgx,etsy [16] etsy,affiliate [16] affiliate,marketing [16] marketing,ncaawbb [15] alliemorreis,co [15] nfallstourism,ams Top Word Pairs in Tweet in G3:
[37] wordtune,group [37] group,buy [37] buy,#groupbuyseotools [37] #groupbuyseotools,#seotools [37] #seotools,#seo [37] #seo,#marketingdigital [37] #marketingdigital,#internetmarketing [36] groupbuyseotool,wordtune [36] #internetmarketing,#o [3] groupbuyseotool,#socialmarketing Top Word Pairs in Tweet in G4:
[25] create,engaging [25] engaging,content [25] content,keep [25] keep,people [25] people,coming [25] coming,back [25] back,more [25] more,need [25] need,hand [25] hand,know Top Word Pairs in Tweet in G5:
[7] lisabrabson,lilacmoon_8 [7] lilacmoon_8,tammiehedden [7] tammiehedden,arizonastation [7] arizonastation,hayley_core_v [7] hayley_core_v,unicorndreams99 [7] unicorndreams99,nmbewitched [7] nmbewitched,eneles53 [6] kindness626,lisabrabson [6] eneles53,jamesmc896 Top Word Pairs in Tweet in G6:
[17] disneyplus,stand [17] stand,lgbtqia [17] lgbtqia,employees [17] employees,storytellers [16] arc_hammer89,disneyplus Top Word Pairs in Tweet in G7:
[5] social,change [4] dr,stephanie [4] stephanie,miles' [4] miles',passion [4] passion,lies [4] lies,understanding [4] understanding,reach [4] reach,right [4] right,audience [4] audience,right Top Word Pairs in Tweet in G8:
[13] molt,cert Top Word Pairs in Tweet in G9:
[13] social,media [5] linkedin,one [5] one,socially [5] socially,powerful [5] powerful,platforms [5] platforms,b2b [5] b2b,marketers [5] marketers,user [5] user,base [5] #socialmedia,#socialmarketing Top Word Pairs in Tweet in G10:
[8] social,marketing [5] #socmar,#socialmarketing [4] 99,days [4] days,go [4] go,join [4] join,first [4] first,european [4] european,social [4] marketing,conference [4] conference,2018 Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G6:
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 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: