The graph represents a network of 1,669 Twitter users whose recent tweets contained "Brandwatch", 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 1/1/2023 12:00:00 AM and 9/12/2023 10:13:42 AM. The network was obtained from Twitter on Tuesday, 12 September 2023 at 17:44 UTC.
The tweets in the network were tweeted over the 4323-day, 15-hour, 47-minute period from Friday, 11 November 2011 at 00:20 UTC to Tuesday, 12 September 2023 at 16:07 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 : 1669
Unique Edges : 2295
Edges With Duplicates : 1917
Total Edges : 4212
Number of Edge Types : 9
Replies to : 753
Quote : 63
MentionsInQuoteReply : 29
Tweet : 627
Mentions : 1257
MentionsInReplyTo : 1379
Retweet : 49
MentionsInRetweet : 21
MentionsInQuote : 34
Self-Loops : 855
Reciprocated Vertex Pair Ratio : 0.0545371219065078
Reciprocated Edge Ratio : 0.103433289873968
Connected Components : 438
Single-Vertex Connected Components : 356
Maximum Vertices in a Connected Component : 1011
Maximum Edges in a Connected Component : 3383
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.201503
Graph Density : 0.000826540684767944
Modularity : 0.461359
NodeXL Version : 1.0.1.521
Data Import : The graph represents a network of 1,669 Twitter users whose recent tweets contained "Brandwatch", 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 1/1/2023 12:00:00 AM and 9/12/2023 10:13:42 AM. The network was obtained from Twitter on Tuesday, 12 September 2023 at 17:44 UTC.
The tweets in the network were tweeted over the 4323-day, 15-hour, 47-minute period from Friday, 11 November 2011 at 00:20 UTC to Tuesday, 12 September 2023 at 16:07 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 : TwitterSearch3
Graph Term : Brandwatch
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:
[231] social,media [67] #sonarlatam,#brandwatch [65] social,listening [61] #live,fashionnews [61] fashionnews,studios [57] #brandwatch,#sonarlatam [55] #brandwatch,#live [47] gained,access [44] helenzille,pearlthusi [44] bonang,djzinhle Top Word Pairs in Tweet in G1:
[115] social,media [23] sprout,social [22] social,listening [17] brandwatch,social [15] masterclass,brandwatch [15] redes,sociales [15] brandwatch,consumer [14] #brandwatch,#marketwatch [14] #watch,#brandwatch [14] #marketwatch,#dealercoolwatches Top Word Pairs in Tweet in G2:
[48] social,media [11] brandwatch,#data [11] way,manage [11] #marketingtips,#marketingsoftware [11] #insights,#marketingtips [11] #data,#insights [11] discover,easier [11] marketing,reports [11] reports,brandwatch [11] lindayacc,brandwatch Top Word Pairs in Tweet in G3:
[38] social,media [29] agorapulse,brandwatch [24] buzzsumo,brandwatch [23] brandwatch,vidtao [23] semrush,buzzsumo [23] online,tools [23] breathe,looooong [23] start,semrush [23] list,#competitormonitoring [23] vidtao,13 Top Word Pairs in Tweet in G4:
[21] twittersafety,brandwatch [19] safety,brandwatch [4] prévisions,brandwatch [4] further,validation [4] marketing,digital [4] brandwatch,petit_web [4] où,marketing [4] digital,prévisions [3] unsubstantiated,assertions [3] brandwatch,analyse Top Word Pairs in Tweet in G5:
[19] data,brandwatch [14] x's,data [13] gained,access [13] brandwatch,authorization [13] ccdhate,imi_ahmed [13] access,x's [13] data,without [13] without,brandwatch [12] brandwatch,made [12] made,aware Top Word Pairs in Tweet in G6:
[43] boity,helenzille [43] spazatalk,brandwatch [43] pearlthusi,karabo_mokgoko [43] brandwatch,bonang [43] bonang,djzinhle [43] djzinhle,boity [43] helenzille,pearlthusi [5] brandwatch,leratomannya [4] leratomannya,mbali_ndlela [3] mbali_ndlela,akreana_ Top Word Pairs in Tweet in G7:
[61] #live,fashionnews [61] fashionnews,studios [55] #brandwatch,#live [27] smell,pennsylvania [27] #perfume,#news [19] fragrance,smell [17] makeup,beauty [17] blog,san [17] francisco,karenmbb [17] beauty,blog Top Word Pairs in Tweet in G8:
[4] brandwatch,meltwater [3] meltwater,brand24 [3] nodexl,pro [3] brand24,talkwalker [2] luisassardo,brandwatch [2] brandwatch,tweetbinder [2] social,media [2] twitter,data [2] graphext,graphistry [2] graphistry,gephi Top Word Pairs in Tweet in G9:
[12] martech,summit [7] martin,kelly [6] kelly,brandwatch [6] summit,singapore [5] find,more [4] alwheate,brandwatch [4] trends,help [4] fire,marketing [4] impact,2023 [4] #themartechsummit,#martech Top Word Pairs in Tweet in G10:
[30] european,climate [30] data,cooperation [30] gained,access [30] ccdh,illegally [30] climate,foundation [30] update,ccdh [30] illegally,gained [30] cooperation,european [30] access,data [29] foundation,prov Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G8:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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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:
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Top Tweeters in G9:
Top Tweeters in G10: