The graph represents a network of 3,279 Twitter users whose recent tweets contained "wearesocial", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 40,000 tweets, tweeted between 1/1/2022 12:00:00 AM and 2/16/2024 8:19:38 PM. The network was obtained from Twitter on Saturday, 17 February 2024 at 05:36 UTC.
The tweets in the network were tweeted over the 2053-day, 15-hour, 47-minute period from Wednesday, 04 July 2018 at 10:15 UTC to Saturday, 17 February 2024 at 02:02 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 : 3279
Unique Edges : 4457
Edges With Duplicates : 5998
Total Edges : 10455
Number of Edge Types : 9
Mentions : 4843
MentionsInReplyTo : 2309
Replies to : 1297
Quote : 261
MentionsInQuote : 351
Tweet : 1284
MentionsInQuoteReply : 19
MentionsInRetweet : 51
Retweet : 40
Self-Loops : 1970
Reciprocated Vertex Pair Ratio : 0.0486602357984995
Reciprocated Edge Ratio : 0.0928045789043336
Connected Components : 675
Single-Vertex Connected Components : 575
Maximum Vertices in a Connected Component : 2405
Maximum Edges in a Connected Component : 9342
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.076963
Graph Density : 0.000455130649104503
Modularity : 0.368355
NodeXL Version : 1.0.1.528
Data Import : The graph represents a network of 3,279 Twitter users whose recent tweets contained "wearesocial", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 40,000 tweets, tweeted between 1/1/2022 12:00:00 AM and 2/16/2024 8:19:38 PM. The network was obtained from Twitter on Saturday, 17 February 2024 at 05:36 UTC.
The tweets in the network were tweeted over the 2053-day, 15-hour, 47-minute period from Wednesday, 04 July 2018 at 10:15 UTC to Saturday, 17 February 2024 at 02:02 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 : wearesocial
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:
[379] social,media [353] digital,2022 [216] wearesocial,amp [207] global,overview [201] overview,report [193] amp,hootsuite [191] 2022,global [172] hootsuite,digital [171] wearesocial,hootsuite [146] report,wearesocial Top Word Pairs in Tweet in G1:
[203] social,media [138] digital,2021 [135] estudio,digital [135] elaborado,wearesocial [133] invertir,#redessociales [133] #socialmediamarketing,#communitymanager [133] wearesocial,colaboración [133] #redessociales,#socialmediamarketing [133] mano,damos [133] #communitymanager,#aliciagomezgastromarketing Top Word Pairs in Tweet in G2:
[39] social,media [28] digital,2022 [26] #fridaymorning,#goodmorning [26] #friday,#fridaymorning [25] #usdjpy,#shibarium [25] #news,#23jun [25] #23giugno,#news [23] #shibarium,#dutchgp [21] chat,#wearesocial [21] redes,sociales Top Word Pairs in Tweet in G3:
[218] digital,2022 [192] wearesocial,amp [191] global,overview [190] overview,report [184] 2022,global [183] amp,hootsuite [172] hootsuite,digital [125] wearesocial,hootsuite [100] report,wearesocial [92] wearesocial,kepios Top Word Pairs in Tweet in G4:
[32] social,media [16] think,forward [14] creative,director [13] global,head [13] wearesocial,launches [10] media,news [10] report,wearesocial [10] wearesocial,hootsuite [10] monday,mashup [10] biggest,social Top Word Pairs in Tweet in G5:
[14] black,history [4] lorrainemking,emmadentcoad [4] positiveimagep,thrivehachette [3] teach,gcse [3] books,prove [3] gus_john,johnamaechi [3] mirandakaufmann,inclasswithcarr [3] gcse,black [3] river,cruise [3] wearesocial,writersofcolour Top Word Pairs in Tweet in G6:
[11] silvioderossi,jacopofortino [11] netflix,wearesocialit [11] wearesocialit,netflixit [11] wearesocial,silvioderossi [11] giovannaditroia,raffaelegi [11] netflixit,wearesocial [11] raffaelegi,tosochris [10] #creativity,#inspiration [10] wearesocial,#creativity [10] social,wearesocial Top Word Pairs in Tweet in G7:
[31] digital,report [22] réseaux,sociaux [21] source,digital [19] x,hootsuite [19] wearesocial,x [18] report,wearesocial [17] wearesocial,meltwater [10] wearesocial,amp [10] wearesocial,hootsuite [9] dernier,rapport Top Word Pairs in Tweet in G8:
[13] wearesocial,meltwater [11] social,media [10] hootsuite,wearesocial [6] onderzoek,#digital2023 [5] redes,sociales [5] #digital2023,wearesocial [5] meltwater,tiktok [5] tiktok,whatsapp [4] facebook,youtube [4] youtube,whatsapp Top Word Pairs in Tweet in G9:
[3] non,c'è [3] #pasqualediaferia,#monicarossi [3] #was,#pasqualediaferia [3] #massimoguastini,#wearesocial [3] #metoo,#massimoguastini [3] lucarelli,sul [3] gogna,mediatica [3] #wearesocial,#was [3] sul,fatto [3] chat,#wearesocial Top Word Pairs in Tweet in G10:
[3] #pr,#comms [2] luckygenerals,electric_robin [2] awards,emea [2] film,awards [2] brand,film [2] wearesocial,ohmycreative 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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Top Tweeters in G10: