The graph represents a network of 411 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, 28 December 2022 at 06:16 UTC.
The requested start date was Wednesday, 28 December 2022 at 01:01 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, 23-hour, 43-minute period from Wednesday, 14 December 2022 at 01:01 UTC to Wednesday, 28 December 2022 at 00:45 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 : 411
Unique Edges : 248
Edges With Duplicates : 576
Total Edges : 824
Number of Edge Types : 5
Tweet : 471
Mentions : 50
Retweet : 136
MentionsInRetweet : 147
Replies to : 20
Self-Loops : 481
Reciprocated Vertex Pair Ratio : 0.0211640211640212
Reciprocated Edge Ratio : 0.0414507772020725
Connected Components : 241
Single-Vertex Connected Components : 185
Maximum Vertices in a Connected Component : 27
Maximum Edges in a Connected Component : 111
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 1.951452
Graph Density : 0.00114533262120942
Modularity : 0.348667
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 411 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, 28 December 2022 at 06:16 UTC.
The requested start date was Wednesday, 28 December 2022 at 01:01 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, 23-hour, 43-minute period from Wednesday, 14 December 2022 at 01:01 UTC to Wednesday, 28 December 2022 at 00:45 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:
[91] social,media [54] facebook,group [30] #tweetomizer,#socialmarketing [30] #socialmarketing,#cms [30] extractor,app [27] lead,extractor [26] email,extractor [26] #socialmedia,#socialmarketing [24] android,app [22] #cms,#setandforget Top Word Pairs in Tweet in G1:
[79] social,media [54] facebook,group [30] extractor,app [27] lead,extractor [26] email,extractor [24] android,app [22] #socialmarketing,#emailmarketing [21] media,email [21] #socialmedia,#socialmarketing [21] extract,email Top Word Pairs in Tweet in G2:
[18] something,worse [18] jewish,something [17] theonion,jewish [6] special,enough [6] plane,crash [6] crash,anyway [6] die,plane [6] enough,die [6] think,special [6] makes,think Top Word Pairs in Tweet in G3:
[15] #b2b2c,#cx [15] commerce,cipioai [15] community,commerce [15] #digitalmarketing,#behavioranalytics [15] #behavioranalytics,#b2b2c [15] cipioai,#digitalmarketing [12] #cx,#loya [12] kirkdborne,community [3] marketing,genius [3] marketing,efforts Top Word Pairs in Tweet in G4:
[7] #amazon,#justoconsulting [6] seolhr,sheikh [6] uscorporate2021,gmail [6] #seolhr,#seo [6] #seo,#googlesearch [6] #marketingdigital,#wordpress [6] #marketing,#marketingdigital [6] seolhr,seolhr [6] #websites,#amazon [6] amazon,brand Top Word Pairs in Tweet in G5:
[4] #innovation,#marketing [4] #digitalmarketing,#innovation [4] #marketing,#socialmarketing [3] grand,jury [3] #awards,#digitalmarketing [2] commerce,home [2] innovation,presenting [2] home,care [2] presenting,jurors [2] jurors,anveshapos Top Word Pairs in Tweet in G6:
[2] free,speech Top Word Pairs in Tweet in G7:
[7] #idoleco,#idoles [6] #idoles,#infl [6] idoleco,#idoleco Top Word Pairs in Tweet in G8:
[7] first,emmy [7] wins,first [7] thanks,canadian [7] voice,#voiceovers [7] bunny,wins [7] canadian,voice [7] emmy,thanks [7] bugs,bunny [6] williamsvo,bugs [6] #voiceovers,#voiceacting Top Word Pairs in Tweet in G9:
[7] life,leaders [7] #alwaysbeyourlifeleader,#usa [5] leaders,know [5] #usa,socialmarketing [4] things,change [3] starts,taking [3] yourlifeleader,life [3] care,person [3] taking,care [3] person,mirror Top Word Pairs in Tweet in G10:
[6] #socialmarketing,#searchmarketing [6] projet,#digital [6] avez,projet [6] #digital,parlons [6] parlons,votre [6] votre,#branding [6] #branding,#leadsgeneration [6] #leadsgeneration,#socialmarketing [5] #seo,#displa [5] diasdidah,avez Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G6:
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: