The graph represents a network of 1,832 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 30,000 tweets, tweeted between 1/1/2020 12:00:00 AM and 3/1/2023 11:02:52 AM. The network was obtained from Twitter on Wednesday, 01 March 2023 at 19:05 UTC.
The tweets in the network were tweeted over the 2686-day, 17-hour, 4-minute period from Thursday, 22 October 2015 at 23:26 UTC to Wednesday, 01 March 2023 at 16:30 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 : 1832
Unique Edges : 1616
Edges With Duplicates : 4241
Total Edges : 5857
Number of Edge Types : 9
Replies to : 474
MentionsInReplyTo : 904
Tweet : 600
Retweet : 1169
MentionsInRetweet : 1898
Quote : 109
Mentions : 626
MentionsInQuote : 76
MentionsInQuoteReply : 1
Self-Loops : 919
Reciprocated Vertex Pair Ratio : 0.0895087427144047
Reciprocated Edge Ratio : 0.164310278945357
Connected Components : 407
Single-Vertex Connected Components : 211
Maximum Vertices in a Connected Component : 1026
Maximum Edges in a Connected Component : 4454
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.980644
Graph Density : 0.000780171190486979
Modularity : 0.400623
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,832 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 30,000 tweets, tweeted between 1/1/2020 12:00:00 AM and 3/1/2023 11:02:52 AM. The network was obtained from Twitter on Wednesday, 01 March 2023 at 19:05 UTC.
The tweets in the network were tweeted over the 2686-day, 17-hour, 4-minute period from Thursday, 22 October 2015 at 23:26 UTC to Wednesday, 01 March 2023 at 16:30 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:
[191] social,media [126] netnography,conference [77] media,research [66] qualitative,social [61] global,netnography [53] robert,kozinets [53] digital,ethnography [53] 26,28 [50] using,netnography [46] adinadudau,uofglasgow Top Word Pairs in Tweet in G1:
[45] adinadudau,uofglasgow [44] netnography,conference [43] interested,netnography [42] phd,student [41] organized,research [41] student,interested [41] uofglasgow,organized [41] netnography,adinadudau [41] skills,phd [41] research,skills Top Word Pairs in Tweet in G2:
[46] social,media [33] media,research [32] qualitative,social [30] netnography,essential [30] essential,guide [30] guide,qualitative [12] #socialmedia,#smm [10] netnography,research [8] robert,kozinets [7] conduct,netnography Top Word Pairs in Tweet in G3:
[72] netnography,conference [37] international,netnography [36] social,media [27] talk,researching [27] alexfenton's,talk [27] 26,28 [26] nodexl,netnography [24] disruptive,tech [23] call,papers [23] conference,#netnocon23 Top Word Pairs in Tweet in G4:
[23] netnographic,methodology [22] robert,kozinets [18] three,important [18] mapping,includes [18] arenas,debate [18] multi,stakeholder [18] stakeholder,mapping [18] includes,three [18] comes,concept [18] methodology,comes Top Word Pairs in Tweet in G5:
[8] social,media [5] digital,ethnography [5] kozinets,netnography [5] ethnography,netnography [5] self,tracking [4] reading,list [4] tracking,technologies [3] digital,traces [3] virtual,ethnography [3] relies,digital Top Word Pairs in Tweet in G6:
[5] know,makes [5] difference,dianatremayne [5] makes,difference [5] woman,know [5] tweeting,woman [5] today,tweeting [5] social,media [5] dianatremayne,lady [5] hour,today [4] lady,radiat Top Word Pairs in Tweet in G7:
[17] digital,ethnography [9] ethnography,netnography [9] teach,ethnography [7] dirty,introduction [7] netnography,mean [7] ethnography,folks [7] introduction,netnography [7] need,quick [7] ethnography,without [7] without,fieldwork Top Word Pairs in Tweet in G8:
[30] differentiations,commonalities [30] ethnography,digital [30] virtual,ethnography [30] commonalities,netnography [30] netnography,virtual [30] working,differentiations [30] spent,morning [30] morning,working [29] digital,ethnogr [29] fanyaang,spent Top Word Pairs in Tweet in G9:
[10] noreenhenry,hegslaura [8] janineginn,noreenhenry [7] set,days [7] days,remote [7] hegslaura,gmitmayocampus [7] teaching,janineginn [7] remote,teaching [7] grad,students [7] gmitmayocampus,grad [6] sharonboyle,set Top Word Pairs in Tweet in G10:
[12] #discourseanalysis,#videoanalysis [12] strategy,practice [12] practice,based [12] practice,community [12] community,day [12] #ethnography,#discourseanalysis [12] applications,open [12] egosnet,2020 [12] based,methods [12] day,egosnet Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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