The graph represents a network of 380 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, 18 December 2022 at 13:09 UTC.
The requested start date was Sunday, 18 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 106-day, 2-hour, 46-minute period from Thursday, 01 September 2022 at 13:23 UTC to Friday, 16 December 2022 at 16:09 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 : 380
Unique Edges : 433
Edges With Duplicates : 3092
Total Edges : 3525
Number of Edge Types : 5
Retweet : 529
Tweet : 506
MentionsInRetweet : 716
Replies to : 879
Mentions : 895
Self-Loops : 536
Reciprocated Vertex Pair Ratio : 0.206201550387597
Reciprocated Edge Ratio : 0.341902313624679
Connected Components : 81
Single-Vertex Connected Components : 52
Maximum Vertices in a Connected Component : 229
Maximum Edges in a Connected Component : 3209
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.589103
Graph Density : 0.00540202749618109
Modularity : 0.142696
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 380 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, 18 December 2022 at 13:09 UTC.
The requested start date was Sunday, 18 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 106-day, 2-hour, 46-minute period from Thursday, 01 September 2022 at 13:23 UTC to Friday, 16 December 2022 at 16:09 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:
[88] 12,pm [65] social,media [54] #bizapaloozachat,11 [52] 11,#contentchat [49] content,marketing [48] #contentchat,12 [46] sweepsify_,sferika [46] thought,leadership [43] sferika,a4 [43] #contentchat,community Top Word Pairs in Tweet in G1:
[32] social,media [23] #contentchat,community [22] thought,leadership [19] sferika,a4 [19] content,creation [19] sferika,a6 [19] isocialfanz,sferika [18] liamcarnahan,sferika [17] content,marketing [14] today,#contentchat Top Word Pairs in Tweet in G2:
[30] sweepsify_,sferika [25] sferika,a1 [23] thought,leadership [20] sferika,mariahwrites [20] #contentchat,community [19] sferika,a4 [19] #contentchat,recap [19] thought,leader [19] sferika,a5 [18] sferika,a6 Top Word Pairs in Tweet in G3:
[17] #content,#contentmarketing [15] afford,'do' [15] step,step [15] #contentmarketing,#seo [15] #seo,#keywordresearch [15] content,marketing [15] step,#contentmarketing [15] unique,ways [15] marketing,#content [15] businesses,afford Top Word Pairs in Tweet in G4:
[13] social,media [5] shruti12d,sferika [4] sweepsify_,sferika [4] alekirvin,sferika [3] joebugbuster,ideabloke [3] brents47,kellyinphoenix [3] much,fun [3] joelrrenner,kilby76 [3] gabrielsurfcat,woodhana [3] woodhana,jshuey 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] sferika,yes [5] process,#contentchat [4] sferika,a2 [4] sferika,annejanzer Top Word Pairs in Tweet in G6:
[86] 12,pm [53] #bizapaloozachat,11 [51] 11,#contentchat [47] #contentchat,12 [40] #socialtrust,12 [39] pm,#socialtrust [30] time,pst [29] pm,time [24] pm,#berelentless [20] 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] wet,#internationalcatday [3] #internationalcatday,#assheaven [3] #bootyworship,#contentchat [3] #assheaven,#bootyworship [3] #couplegoals,#daddyslilhoe [3] biglaniii,wet [3] #contentcreator,#couplegoals [2] #tiktokersleaked,#freakhoe [2] #daddyslilhoe,#doggy 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:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
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: