The graph represents a network of 991 Twitter users whose recent tweets contained "#SEOChat", 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 3/10/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 11 March 2023 at 04:34 UTC.
The tweets in the network were tweeted over the 1776-day, 7-hour, 48-minute period from Sunday, 29 April 2018 at 16:14 UTC to Saturday, 11 March 2023 at 00:03 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 : 991
Unique Edges : 1024
Edges With Duplicates : 9919
Total Edges : 10943
Number of Edge Types : 9
Replies to : 2149
MentionsInReplyTo : 3030
Retweet : 1354
MentionsInRetweet : 2080
Tweet : 1071
Mentions : 766
MentionsInQuote : 123
Quote : 351
MentionsInQuoteReply : 19
Self-Loops : 1681
Reciprocated Vertex Pair Ratio : 0.196078431372549
Reciprocated Edge Ratio : 0.327868852459016
Connected Components : 142
Single-Vertex Connected Components : 109
Maximum Vertices in a Connected Component : 805
Maximum Edges in a Connected Component : 10636
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.865406
Graph Density : 0.00236267824562476
Modularity : 0.136034
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 991 Twitter users whose recent tweets contained "#SEOChat", 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 3/10/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 11 March 2023 at 04:34 UTC.
The tweets in the network were tweeted over the 1776-day, 7-hour, 48-minute period from Sunday, 29 April 2018 at 16:14 UTC to Saturday, 11 March 2023 at 00:03 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 : #SEOChat
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:
[173] #twittersmarter,10 [165] #seochat,#freelancechat [143] #freelancechat,#twittersmarter [126] #usamfghour,11 [125] 10,#usamfghour [107] gt,gt [107] #agmarketingchats,11 [103] #leadloudly,pm [101] pm,#bizapaloozachat [98] #ppcchat,#seochat Top Word Pairs in Tweet in G1:
[106] gt,gt [40] #seochat,hashtag [39] make,sure [38] welcome,#seochat [35] #seochat,today [26] hashtag,see [25] darth_na,#seochat [25] forget,#seochat [24] q1,q2 [23] next,week Top Word Pairs in Tweet in G2:
[39] #seochat,week [35] seo,roi [32] local,seo [31] next,week [30] jeremyriveraseo,#seochat [29] hosting,#seochat [29] #seochat,question [29] #seochat,today [27] hour,until [26] content,helpful Top Word Pairs in Tweet in G3:
[172] #twittersmarter,10 [162] #seochat,#freelancechat [142] #freelancechat,#twittersmarter [126] #usamfghour,11 [125] 10,#usamfghour [107] #agmarketingchats,11 [98] #leadloudly,pm [97] 11,#agmarketingchats [96] #bizapaloozachat,pm [96] time,pst Top Word Pairs in Tweet in G4:
[31] download,#seochat [31] free,download [31] crack,activation [31] key,free [31] activation,key [21] #seo,#seochat [19] daily,conversation [19] report,ready [19] conversation,report [19] ready,#seochat Top Word Pairs in Tweet in G5:
[83] #ppcchat,#seochat [20] latest,blog [20] hosting,#seochat [18] latest,#ppcchat [15] blog,#ppcchat [14] 6pm,uk [14] uk,time [12] reasons,learn [12] 1pm,doing [12] evening,6pm Top Word Pairs in Tweet in G6:
[14] seo,news [14] seo,team [13] news,google [10] thread,#seochat [10] latest,blog [9] sejournal,#seochat [9] #seochat,#searchengineoptimization [8] seo,account [8] account,executive [8] award,winning Top Word Pairs in Tweet in G7:
[4] ai,tools [4] using,ai [4] started,#seochat [3] liamquinnseo,one [3] one,hour [3] shifted,july [3] online,we've [3] until,started [3] we've,wonderful [3] cancellation,we've Top Word Pairs in Tweet in G8:
[13] seo,strategy [11] seo,growth [11] marketer,seo [11] growth,strategies [11] seo,need [11] re,marketer [11] strategies,used [11] study,airtable's [11] airtable's,seo [11] strategy,seo Top Word Pairs in Tweet in G9:
[12] months,ago [12] someone,keywords [12] keywords,research [12] ago,accidentally [12] bumped,unusual [12] accidentally,bumped [12] niche,helping [12] unusual,niche [12] helping,someone [11] angelnwoha,months Top Word Pairs in Tweet in G10:
[9] humans,robots [7] #seochat,today [6] possibilities,over [6] over,search [6] update,algorithm [6] impact,possibilities [6] branding,wix [6] mordyoberstein,head [6] helpful,content [6] head,seo 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 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: