The graph represents a network of 3,168 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 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/6/2023 5:00:36 PM. The network was obtained from Twitter on Tuesday, 07 March 2023 at 13:05 UTC.
The tweets in the network were tweeted over the 4114-day, 7-hour, 32-minute period from Wednesday, 30 November 2011 at 17:26 UTC to Tuesday, 07 March 2023 at 00:59 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 : 3168
Unique Edges : 2465
Edges With Duplicates : 12335
Total Edges : 14800
Number of Edge Types : 9
MentionsInReplyTo : 3546
Mentions : 828
Replies to : 1564
Tweet : 576
Retweet : 2619
MentionsInRetweet : 5031
MentionsInQuote : 39
Quote : 184
MentionsInQuoteReply : 413
Self-Loops : 977
Reciprocated Vertex Pair Ratio : 0.0238185975609756
Reciprocated Edge Ratio : 0.0465289410013028
Connected Components : 321
Single-Vertex Connected Components : 216
Maximum Vertices in a Connected Component : 2480
Maximum Edges in a Connected Component : 13392
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.27017
Graph Density : 0.000535529752848982
Modularity : 0.306058
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,168 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 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/6/2023 5:00:36 PM. The network was obtained from Twitter on Tuesday, 07 March 2023 at 13:05 UTC.
The tweets in the network were tweeted over the 4114-day, 7-hour, 32-minute period from Wednesday, 30 November 2011 at 17:26 UTC to Tuesday, 07 March 2023 at 00:59 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 : 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:
[1026] elissakh,brandwatch [605] taking,break [604] ensured,band [604] full,deployment [603] bts,taking [602] always,full [602] brandwatch,bts [602] army,always [601] break,army [601] fans,ensured Top Word Pairs in Tweet in G1:
[525] taking,break [524] ensured,band [523] bts,taking [523] full,deployment [522] always,full [522] army,always [522] brandwatch,bts [521] break,army [521] fans,ensured [521] deployment,fans Top Word Pairs in Tweet in G2:
[1022] elissakh,brandwatch [347] influential,people [204] list,influential [182] rank,40 [180] jumping,positions [180] positions,rank [180] around,world [180] brandwatch,annual [180] elissakh,proud [180] make,brandwatch Top Word Pairs in Tweet in G3:
[169] kinda,crazy [168] bora_twts,kinda [79] full,deployment [78] army,always [78] deployment,fans [78] ensured,band [78] brandwatch,bts [78] fans,ensured [78] taking,break [78] always,full Top Word Pairs in Tweet in G4:
[56] social,media [25] conseils,benchmarks [25] analyses,conseils [24] baromètre,social [23] 2023,analyses [22] media,2023 [11] social,listening [10] brandwatch,brandwatch [10] marketing,trends [10] worlds,premier Top Word Pairs in Tweet in G5:
[67] housingfirstire,googleexpertuk [51] blocksbetty,googleexpertuk [51] googleexpertuk,zebra_carol [51] ec_magazine,elise_editing [51] zebra_carol,ec_magazine [51] gold123win,housingfirstuk [50] socialhousingco,gold123win [49] healthertainer,pankhurstcentre [48] zebra_carol,healthertainer [48] thepeopleshubun,zebra_carol Top Word Pairs in Tweet in G6:
[32] social,media [12] media,monitoring [11] top,15 [11] businesses,2023 [11] monitoring,tools [11] hootsuite,brandwatch [11] 15,social [11] tools,businesses [10] 2023,hootsuite [9] 20,liked Top Word Pairs in Tweet in G7:
[118] 2nd,influential [118] woman,twitter [118] 2022,4th [118] 4th,overall [118] twitter,2022 [118] influential,woman [97] katy,perry [64] brandwatch,named [64] perry,2nd [64] named,katy Top Word Pairs in Tweet in G8:
[112] jennifer,lopez [110] female,artist [110] 4th,influential [110] influential,female [109] 11th,influential [109] artist,overall [108] overall,11th [99] lopez,4th [74] according,brandwatch [64] brandwatch,jennifer Top Word Pairs in Tweet in G9:
[25] social,media [19] analyses,conseils [17] conseils,benchmarks [14] brandwatchfr,#socialmedia [13] baromètre,social [13] cision,brandwatch [12] 2023,analyses [11] cali,tran [11] brandwatch,cali [11] votre,marque Top Word Pairs in Tweet in G10:
[3] arashcaviani,joanday4878 [3] retirednikitam,ritchiepage2001 [3] claudetteggibs1,mfstamps [3] schneiderg63,er_dubbs [3] joanday4878,claudetteggibs1 [3] ritchiepage2001,arashcaviani [3] ozma1010,schneiderg63 [3] mfstamps,ozma1010 [2] sadiecleolola21,edistobeachlady [2] moonlight_miles,rosefos06766814 Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
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:
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: