The graph represents a network of 460 Twitter users whose recent tweets contained "@SMExaminer", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 18 November 2021 at 05:43 UTC.
The tweets in the network were tweeted over the 9-day, 1-hour, 34-minute period from Monday, 08 November 2021 at 16:40 UTC to Wednesday, 17 November 2021 at 18:14 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 : 460
Unique Edges : 760
Edges With Duplicates : 1368
Total Edges : 2128
Number of Edge Types : 5
Mentions : 727
MentionsInRetweet : 797
Retweet : 508
Replies to : 91
Tweet : 5
Self-Loops : 135
Reciprocated Vertex Pair Ratio : 0.058128078817734
Reciprocated Edge Ratio : 0.109869646182495
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 460
Maximum Edges in a Connected Component : 2128
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.348516
Graph Density : 0.00508667235009946
Modularity : 0.350488
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 460 Twitter users whose recent tweets contained "@SMExaminer", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 18 November 2021 at 05:43 UTC.
The tweets in the network were tweeted over the 9-day, 1-hour, 34-minute period from Monday, 08 November 2021 at 16:40 UTC to Wednesday, 17 November 2021 at 18:14 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 : TwitterSearch
Graph Term : @SMExaminer
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[193] social,media [101] media,marketing [70] buyer,personas [63] use,buyer [53] link,stickers [52] strategy,proven [50] personas,social [48] instagram,link [48] proven,growth [48] growth,plan Top Word Pairs in Tweet in G1:
[125] social,media [54] media,marketing [45] buyer,personas [43] smexaminer,#digitalmarketing [43] #marketing,#seo [42] #digitalmarketing,#marketing [39] use,buyer [38] strategy,proven [34] proven,growth [34] growth,plan Top Word Pairs in Tweet in G2:
[59] social,media [47] media,marketing [25] buyer,personas [22] consumers,marketers [22] marketers,abandoning [21] instagram,link [21] link,stickers [21] abandoning,facebook [17] use,buyer [17] personas,social Top Word Pairs in Tweet in G3:
[5] sengineland,smexaminer [5] smexaminer,thisissethsblog [5] thisissethsblog,copyblogger [5] copyblogger,likeablemedia [5] likeablemedia,moz [5] moz,chrisbrogan [5] chrisbrogan,hubspot [5] hubspot,socialmedia2day [5] socialmedia2day,toprank [5] toprank,buffer Top Word Pairs in Tweet in G4:
[26] smexaminer,spiderworking [26] spiderworking,stompsmtraining [26] stompsmtraining,ipagroupen [26] ipagroupen,wereallbusiness [26] wereallbusiness,irish_technews [16] irish_technews,belfasthourni [16] belfasthourni,smmwconference [16] smmwconference,maykingtea [15] #dmat21,#marketingtwitter [15] #marketingtwitter,#workshop Top Word Pairs in Tweet in G5:
[14] seotexttool,smexaminer [11] ladysadie66,terryhowelltbm [11] terryhowelltbm,protestesltd [11] protestesltd,sharpspring [11] sharpspring,stedbtech [11] stedbtech,seotexttool [10] thelighthousece,ghsdirect [10] ghsdirect,ladysadie66 [8] nwrhygiene,lasermasterltd [7] wsiemarketing,nwrhygiene Top Word Pairs in Tweet in G6:
[7] use,buyer [7] buyer,#personas [7] #personas,#socialmedia [7] #socialmedia,marketing [7] marketing,co [7] co,vyh64mjfs4 [7] vyh64mjfs4,smexaminer [3] ingridbooltink,smexaminer [3] tanyasinha_,beasnapg [3] beasnapg,amitrivedi_ Top Word Pairs in Tweet in G7:
[12] anthonymchugh1,ma_martin [12] ma_martin,spikefitrap [12] spikefitrap,convince [12] convince,smexaminer [12] smexaminer,lkafle [12] lkafle,saramoh69489245 [12] saramoh69489245,dawaaradnaa [12] dawaaradnaa,wersm [9] pocs80,anthonymchugh1 [6] brain_chain,pocs80 Top Word Pairs in Tweet in G8:
[3] hey,ivatempestade [3] ivatempestade,thanks [3] thanks,following [3] following,dipakhaldar02 [3] dipakhaldar02,increase [3] increase,twitter [3] twitter,followers [3] followers,dcnorg [3] dcnorg,animescontents [3] animescontents,consmilitia 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 G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
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: