The graph represents a network of 3,269 Twitter users whose recent tweets contained "TalkWalker", 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 10:44:12 AM. The network was obtained from Twitter on Tuesday, 12 September 2023 at 19:16 UTC.
The tweets in the network were tweeted over the 821-day, 2-hour, 20-minute period from Sunday, 13 June 2021 at 15:17 UTC to Tuesday, 12 September 2023 at 17:38 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 : 3269
Unique Edges : 4200
Edges With Duplicates : 4922
Total Edges : 9122
Number of Edge Types : 9
Mentions : 2020
MentionsInReplyTo : 2424
Replies to : 819
Retweet : 1430
Tweet : 2154
MentionsInQuote : 111
Quote : 120
MentionsInQuoteReply : 13
MentionsInRetweet : 31
Self-Loops : 2339
Reciprocated Vertex Pair Ratio : 0.0139107022660983
Reciprocated Edge Ratio : 0.027439699048462
Connected Components : 393
Single-Vertex Connected Components : 246
Maximum Vertices in a Connected Component : 1331
Maximum Edges in a Connected Component : 6910
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 3.836016
Graph Density : 0.000423004875367543
Modularity : 0.439457
NodeXL Version : 1.0.1.521
Data Import : The graph represents a network of 3,269 Twitter users whose recent tweets contained "TalkWalker", 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 10:44:12 AM. The network was obtained from Twitter on Tuesday, 12 September 2023 at 19:16 UTC.
The tweets in the network were tweeted over the 821-day, 2-hour, 20-minute period from Sunday, 13 June 2021 at 15:17 UTC to Tuesday, 12 September 2023 at 17:38 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 : TalkWalker
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1100] #talkwalkeralerts,talkwalker [737] social,media [364] manifest,abhisha [364] destiny,manifest [353] talkwalker,twitter [340] thekhabritak,talkwalker [313] basis,reach [311] influential,personality [311] personality,#bbott2 [311] twitter,influential Top Word Pairs in Tweet in G1:
[313] talkwalker,twitter [302] thekhabritak,talkwalker [280] basis,reach [278] twitter,influential [278] personality,#bbott2 [278] #bbott2,basis [278] influential,personality [250] reach,last [250] last,30 [250] 30,days Top Word Pairs in Tweet in G2:
[664] social,media [627] #talkwalkeralerts,talkwalker [149] #nddc,#talkwalkeralerts [143] brand,reputation [140] pr,crisis [119] sentiment,analysis [115] customer,experience [105] marketing,campaigns [93] #hansons,#talkwalkeralerts [93] marketing,strategies Top Word Pairs in Tweet in G3:
[363] manifest,abhisha [363] destiny,manifest [261] trending,list [261] day,funny [261] lol,unique [261] first,day [261] abhisha,congratulations [261] congratulations,everyone [261] list,first [261] everyone,trending Top Word Pairs in Tweet in G4:
[42] social,media [13] google,alerts [12] talkwalker,alerts [11] 17,23 [11] redes,sociales [10] sociaux,2023 [10] réseaux,sociaux [10] 2023,rapport [9] consommation,français [9] #consommateur,lejournalducm Top Word Pairs in Tweet in G5:
[239] twitter,trendlist [239] bring,twitter [239] jiya,judaiyaan [239] dusted,talkwalker [239] done,dusted [239] trendlist,abhishek [239] abhishek,jiya [239] 965k,done [239] talkwalker,let's [239] let's,bring Top Word Pairs in Tweet in G6:
[82] #savewarriornun,#warriornun [62] talkwalker,semrush [62] collider,looper [62] looper,businessinsider [62] time,collider [61] semrush,simondavisbarry [61] tonteriyoung,time [61] simondavisbarry,tonteriyoung [56] lemon,drop [53] zehraza,zmcvick Top Word Pairs in Tweet in G7:
[22] talkwalker,modjenn [14] khulood_almani,chidambara09 [13] sandroandrine,amrameu [13] modjenn,thierry_pires [13] fredhermelin,khulood_almani [13] thierry_pires,sandroandrine [13] vheinrich75,fredhermelin [12] chidambara09,labordeolivier [12] amrameu,vheinrich75 [11] unfollowerstats,elonmusk Top Word Pairs in Tweet in G8:
[10] social,media [5] talkwalker,hootsuite [4] brand24,talkwalker [4] 01am,14 [4] 00,01am [3] brandwatch,sprinklr [3] talkwalker,sprinklr [3] ai,tools [3] twitter,api [3] sprinklr,talkwalker Top Word Pairs in Tweet in G9:
[399] #talkwalkeralerts,talkwalker [106] #armed,#forces [85] #forces,#talkwalkeralerts [75] armed,forces [65] #uk,#talkwalkeralerts [55] #royal,#talkwalkeralerts [53] #the,#royal [32] #uk,#armed [30] #veterans,#uk [27] #poppy,#appeal Top Word Pairs in Tweet in G10:
[6] source,#talkwalker [5] jaan,priyanka [5] ki,jaan [5] janta,ki [5] talkwalker,pe [4] dekhte,hai [4] boss,meter [3] mskajalaggarwal,source [3] din,pahile [3] elvishyadav,heyshankar_ Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: