The graph represents a network of 382 Twitter users whose tweets in the requested range contained "#ContentChat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 25 December 2022 at 13:09 UTC.
The requested start date was Sunday, 25 December 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 112-day, 4-hour, 41-minute period from Thursday, 01 September 2022 at 13:23 UTC to Thursday, 22 December 2022 at 18:04 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
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 : 382
Unique Edges : 443
Edges With Duplicates : 3118
Total Edges : 3561
Number of Edge Types : 5
Retweet : 537
Tweet : 513
Mentions : 907
Replies to : 881
MentionsInRetweet : 723
Self-Loops : 545
Reciprocated Vertex Pair Ratio : 0.202435312024353
Reciprocated Edge Ratio : 0.336708860759494
Connected Components : 81
Single-Vertex Connected Components : 52
Maximum Vertices in a Connected Component : 231
Maximum Edges in a Connected Component : 3243
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.572567
Graph Density : 0.00542798642316307
Modularity : 0.144876
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 382 Twitter users whose tweets in the requested range contained "#ContentChat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 25 December 2022 at 13:09 UTC.
The requested start date was Sunday, 25 December 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 112-day, 4-hour, 41-minute period from Thursday, 01 September 2022 at 13:23 UTC to Thursday, 22 December 2022 at 18:04 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #ContentChat
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:
[96] 12,pm [65] social,media [58] #bizapaloozachat,11 [56] 11,#contentchat [52] #contentchat,12 [50] content,marketing [47] thought,leadership [46] sweepsify_,sferika [46] #contentchat,community [45] #socialtrust,12 Top Word Pairs in Tweet in G1:
[32] social,media [24] #contentchat,community [23] thought,leadership [19] sferika,a4 [19] content,creation [19] sferika,a6 [19] isocialfanz,sferika [18] liamcarnahan,sferika [17] content,marketing [14] #contentchat,recap Top Word Pairs in Tweet in G2:
[30] sweepsify_,sferika [25] sferika,a1 [23] thought,leadership [21] #contentchat,community [20] sferika,mariahwrites [20] #contentchat,recap [19] sferika,a4 [19] thought,leader [19] sferika,a5 [18] sferika,a6 Top Word Pairs in Tweet in G3:
[18] #content,#contentmarketing [16] research,step [16] ways,keyword [16] step,step [16] content,marketing [16] #contentmarketing,#seo [16] afford,'do' [16] unique,ways [16] keyword,research [16] step,#contentmarketing Top Word Pairs in Tweet in G4:
[13] social,media [5] shruti12d,sferika [4] joebugbuster,ideabloke [4] brents47,kellyinphoenix [4] joelrrenner,kilby76 [4] gabrielsurfcat,woodhana [4] sweepsify_,sferika [4] woodhana,jshuey [4] dianenajm,joelrrenner [4] jshuey,dianenajm Top Word Pairs in Tweet in G5:
[14] hijinxmarketing,sferika [9] sferika,mcdonalds [7] sferika,maddyosman [7] alekirvin,sferika [6] thisdhara,sferika [5] inkandcopy,sferika [5] process,#contentchat [5] sferika,yes [4] sferika,a2 [4] sferika,annejanzer Top Word Pairs in Tweet in G6:
[94] 12,pm [57] #bizapaloozachat,11 [55] 11,#contentchat [51] #contentchat,12 [44] #socialtrust,12 [43] pm,#socialtrust [33] time,pst [32] pm,time [24] pm,#berelentless [21] check,#seotalk Top Word Pairs in Tweet in G7:
[13] shows,listen [13] listen,possibly [13] calling,#podcasters [13] hunt,shows [13] possibly,feature [13] #scotland,hunt [13] feature,country's [13] #podcasters,#scotland [12] onetakewoop,calling [10] country's,biggâ Top Word Pairs in Tweet in G8:
[12] #qtum,#cryptocurrency [12] #moonland,#nft [11] frankrbruno,leandroqtum [8] moonlanddev,metamoonland [8] #contentchat,#qtum [8] #nft,#blockchain [8] metamoonland,moonlandturkey [8] mikeemars,moonlanddev [7] moonlandturkey,frankrbruno [7] leandroqtum,hasanqiswap Top Word Pairs in Tweet in G9:
[7] #contentchat,#contentcreator [3] biglaniii,wet [3] #couplegoals,#daddyslilhoe [3] #contentcreator,#couplegoals [3] #bootyworship,#contentchat [3] wet,#internationalcatday [3] #assheaven,#bootyworship [3] #internationalcatday,#assheaven [2] #viral,#houseofthedragonhbo [2] #trending,#daddyslilhoe Top Word Pairs in Tweet in G10:
[5] ep,cuz [5] road2william,#shaq [5] discuss,everythang [5] everythang,#kobebryant [5] cuz,road2william [5] #kobebryant,#nba [5] #shaq,#drinkchamps [5] #drinkchamps,#review [5] #review,discuss [4] ashleyibeballi1,ep 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: