The graph represents a network of 1,690 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 9/27/2023 7:34:11 PM. The network was obtained from Twitter on Thursday, 28 September 2023 at 03:05 UTC.
The tweets in the network were tweeted over the 4339-day, 1-hour, 14-minute period from Friday, 11 November 2011 at 00:20 UTC to Thursday, 28 September 2023 at 01:35 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 : 1690
Unique Edges : 2266
Edges With Duplicates : 1900
Total Edges : 4166
Number of Edge Types : 9
MentionsInReplyTo : 1328
Mentions : 1296
MentionsInRetweet : 11
Replies to : 705
Retweet : 67
Tweet : 642
Quote : 59
MentionsInQuote : 31
MentionsInQuoteReply : 27
Self-Loops : 872
Reciprocated Vertex Pair Ratio : 0.0536292186777624
Reciprocated Edge Ratio : 0.101799034664326
Connected Components : 451
Single-Vertex Connected Components : 362
Maximum Vertices in a Connected Component : 992
Maximum Edges in a Connected Component : 3297
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.119711
Graph Density : 0.000798413682687491
Modularity : 0.46188
NodeXL Version : 1.0.1.522
Data Import : The graph represents a network of 1,690 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 9/27/2023 7:34:11 PM. The network was obtained from Twitter on Thursday, 28 September 2023 at 03:05 UTC.
The tweets in the network were tweeted over the 4339-day, 1-hour, 14-minute period from Friday, 11 November 2011 at 00:20 UTC to Thursday, 28 September 2023 at 01:35 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:
[248] social,media [67] #sonarlatam,#brandwatch [65] social,listening [61] #live,fashionnews [61] fashionnews,studios [59] #brandwatch,#sonarlatam [55] #brandwatch,#live [46] redes,sociales [40] helenzille,pearlthusi [40] bonang,djzinhle Top Word Pairs in Tweet in G1:
[120] social,media [24] sprout,social [21] social,listening [17] brandwatch,social [16] brandwatch,consumer [15] hootsuite,insights [15] redes,sociales [14] #brandwatch,#marketwatch [14] #watch,#brandwatch [14] #marketwatch,#dealercoolwatches Top Word Pairs in Tweet in G2:
[46] social,media [14] digital,marketing [12] lindayacc,brandwatch [11] brandwatch,#data [11] way,manage [11] #marketingtips,#marketingsoftware [11] #insights,#marketingtips [11] #data,#insights [11] discover,easier [11] marketing,reports Top Word Pairs in Tweet in G3:
[38] social,media [32] agorapulse,brandwatch [26] brandwatch,hootsuite [21] hootsuite,hubspot [20] sprinklr,sproutsocial [19] sproutsocial,zohosocial [19] lizkmiller,agorapulse [15] hubspot,loomlysocial [15] loomlysocial,sprinklr [14] engagement,platforms Top Word Pairs in Tweet in G4:
[39] gained,access [36] update,ccdh [36] illegally,gained [36] ccdh,illegally [36] data,cooperation [36] european,climate [36] cooperation,european [36] climate,foundation [36] access,data [35] benarroch_joe,update Top Word Pairs in Tweet in G5:
[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 G6:
[39] boity,helenzille [39] bonang,djzinhle [39] helenzille,pearlthusi [39] djzinhle,boity [39] brandwatch,bonang [39] spazatalk,brandwatch [39] pearlthusi,karabo_mokgoko [5] brandwatch,leratomannya [4] leratomannya,mbali_ndlela [3] mbali_ndlela,akreana_ Top Word Pairs in Tweet in G7:
[5] brandwatch,talkwalker [4] social,media [4] brandwatch,meltwater [3] tools,brandwatch [3] meltwater,brand24 [3] sentiment,analysis [3] brand24,talkwalker [2] luisassardo,brandwatch [2] openai,heyjasperai [2] onalytica,traackr Top Word Pairs in Tweet in G8:
[19] safety,brandwatch [17] twittersafety,brandwatch [2] myfancydating,removed [2] brandwatch,adding [2] twitter,safety [2] پیج,من [2] از,محتوای [2] brandwatch,twitter [2] further,validation [2] scammer,reported Top Word Pairs in Tweet in G9:
[4] table,ronde [4] brandwatch,petit_web [4] prévisions,brandwatch [4] marketing,digital [4] où,marketing [4] digital,prévisions [3] sprinklr,brandwatch [3] birdseye,report [3] brandwatch,analyse [3] analyse,communauté Top Word Pairs in Tweet in G10:
[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 Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G6:
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Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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Top Mentioned in G6:
Top Mentioned in G7:
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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:
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Top Tweeters in G9:
Top Tweeters in G10: