The graph represents a network of 269 Twitter users whose recent tweets contained "netnography", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 01/07/2022 00:00:00 and 31/12/2022 00:00:00. The network was obtained from Twitter on Friday, 13 January 2023 at 13:24 UTC.
The tweets in the network were tweeted over the 2625-day, 23-hour, 29-minute period from Thursday, 22 October 2015 at 23:26 UTC to Friday, 30 December 2022 at 22:55 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 269
Unique Edges : 184
Edges With Duplicates : 605
Total Edges : 789
Number of Edge Types : 8
Tweet : 69
MentionsInRetweet : 330
Mentions : 51
Retweet : 200
MentionsInQuote : 20
Replies to : 50
MentionsInReplyTo : 52
Quote : 17
Self-Loops : 130
Reciprocated Vertex Pair Ratio : 0.0983606557377049
Reciprocated Edge Ratio : 0.17910447761194
Connected Components : 68
Single-Vertex Connected Components : 37
Maximum Vertices in a Connected Component : 156
Maximum Edges in a Connected Component : 624
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.232237
Graph Density : 0.00464684014869888
Modularity : 0.349814
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 269 Twitter users whose recent tweets contained "netnography", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 01/07/2022 00:00:00 and 31/12/2022 00:00:00. The network was obtained from Twitter on Friday, 13 January 2023 at 13:24 UTC.
The tweets in the network were tweeted over the 2625-day, 23-hour, 29-minute period from Thursday, 22 October 2015 at 23:26 UTC to Friday, 30 December 2022 at 22:55 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : netnography
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:
[56] netnography,conference [47] global,netnography [35] talk,researching [33] social,media [30] 26,28 [29] conference,july [27] call,papers [27] 28,2023 [27] save,date [27] july,26 Top Word Pairs in Tweet in G1:
[33] global,netnography [33] netnography,conference [20] news,save [20] 26,28 [20] july,26 [20] date,first [20] netnography,news [20] 2023,mediacityuk [20] 28,2023 [20] first,global Top Word Pairs in Tweet in G2:
[17] social,media [16] qualitative,social [16] media,research [15] essential,guide [15] netnography,essential [15] guide,qualitative [3] park,gt [3] national,park [2] list,tallest [2] 450,uf Top Word Pairs in Tweet in G3:
[20] call,papers [17] pleased,announce [17] netnography,conference [17] announce,call [17] papers,#netnocon23 [17] provides,international [17] #netnocon23,conference [17] conference,provides [17] international,forum [13] netnocon,pleased Top Word Pairs in Tweet in G4:
[6] web,web [6] discusses,developments [6] platforms,web [6] note,discusses [6] existing,web [6] web,platforms [6] research,note [6] web,potential [6] developments,existing [5] potential,impl Top Word Pairs in Tweet in G5:
[22] nodexl,netnography [22] talk,researching [22] alexfenton's,talk [14] nodexlacademy,#twitter [14] #online,#communities [14] #phdchat,alexfenton's [14] netnography,nodexlacademy [14] researching,#online [14] #communities,nodexl [13] eli_krumova,#phdchat Top Word Pairs in Tweet in G6:
[8] methods,understanding [8] devcon,talk [8] metaverse,learnings [8] researching,users [8] early,adopters [8] adopters,virtual [8] talk,researching [8] understanding,early [8] learnings,methods [8] users,metaverse Top Word Pairs in Tweet in G7:
[3] public,policy [3] qual,masters [3] international,relations [3] introducing,digital [3] raulpacheco,class [3] students,international [3] masters,students [3] digital,qual [3] class,introducing [3] political,actors Top Word Pairs in Tweet in G8:
[9] arenas,debate [9] stakeholder,mapping [9] three,important [9] comes,concept [9] multi,stakeholder [9] netnographic,methodology [9] important,arenas [9] methodology,comes [9] mapping,includes [9] concept,multi Top Word Pairs in Tweet in G9:
[2] study,online [2] communities,using [2] #marketing,#academics [2] online,communities [2] community,#marketing [2] #academics,study [2] #netnography,nice [2] using,#netnography Top Word Pairs in Tweet in G10:
[3] digitranschina,#sisubakercentre [3] marin,lacarta [3] find,#netnography [3] maialen,marin [3] #netnography,#trss2022 [3] lacarta,digitranschina [3] #trss2022,maialen [2] rewarding,participants [2] research,rewarding [2] implications,covert Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G7:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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: