The graph represents a network of 968 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 2/3/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 04 February 2023 at 04:34 UTC.
The tweets in the network were tweeted over the 1741-day, 7-hour, 45-minute period from Sunday, 29 April 2018 at 16:14 UTC to Saturday, 04 February 2023 at 00:00 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 : 968
Unique Edges : 1027
Edges With Duplicates : 10206
Total Edges : 11233
Number of Edge Types : 9
MentionsInReplyTo : 3087
MentionsInRetweet : 2250
Mentions : 790
Replies to : 2198
Retweet : 1403
Tweet : 1026
Quote : 337
MentionsInQuote : 125
MentionsInQuoteReply : 17
Self-Loops : 1669
Reciprocated Vertex Pair Ratio : 0.19106699751861
Reciprocated Edge Ratio : 0.320833333333333
Connected Components : 118
Single-Vertex Connected Components : 89
Maximum Vertices in a Connected Component : 811
Maximum Edges in a Connected Component : 10962
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.842813
Graph Density : 0.00256394916543455
Modularity : 0.133318
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 968 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 2/3/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 04 February 2023 at 04:34 UTC.
The tweets in the network were tweeted over the 1741-day, 7-hour, 45-minute period from Sunday, 29 April 2018 at 16:14 UTC to Saturday, 04 February 2023 at 00:00 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:
[177] #twittersmarter,10 [148] #seochat,#freelancechat [130] #usamfghour,11 [130] #freelancechat,#twittersmarter [129] 10,#usamfghour [110] #agmarketingchats,11 [107] gt,gt [100] 11,#agmarketingchats [98] #seo,#seochat [94] #bizapaloozachat,pm Top Word Pairs in Tweet in G1:
[41] mordyoberstein,simoncox [37] #seochat,week [35] next,week [35] seo,roi [32] local,seo [31] hosting,#seochat [30] jeremyriveraseo,#seochat [29] hour,until [29] #seochat,question [29] #seochat,today Top Word Pairs in Tweet in G2:
[107] gt,gt [38] make,sure [37] #seochat,today [31] #seochat,hashtag [28] hosting,#seochat [27] welcome,#seochat [25] forget,#seochat [24] darth_na,#seochat [22] hashtag,see [21] q1,q2 Top Word Pairs in Tweet in G3:
[75] #ppcchat,#seochat [34] #seo,#seochat [27] latest,blog [21] seo,news [20] news,google [19] hosting,#seochat [16] #seochat,#searchengineoptimization [14] sejournal,#seochat [14] blog,#ppcchat [14] latest,#ppcchat Top Word Pairs in Tweet in G4:
[31] download,#seochat [31] crack,activation [31] free,download [31] key,free [31] activation,key [22] report,ready [22] ready,#seochat [22] daily,conversation [22] conversation,report [19] #seo,#seochat Top Word Pairs in Tweet in G5:
[176] #twittersmarter,10 [145] #seochat,#freelancechat [130] #usamfghour,11 [129] 10,#usamfghour [129] #freelancechat,#twittersmarter [110] #agmarketingchats,11 [100] 11,#agmarketingchats [94] #bizapaloozachat,pm [93] time,pst [90] pm,unplugged Top Word Pairs in Tweet in G6:
[14] top,learn [13] modules,#seo [13] #python,modules [13] #seochat,top [13] surge,companies [13] #digitalmarketing,open [13] icymi,clockworktalent's [13] learn,#python [13] clockworktalent's,2022 [13] open,surge Top Word Pairs in Tweet in G7:
[12] months,ago [12] niche,helping [12] someone,keywords [12] ago,accidentally [12] keywords,research [12] helping,someone [12] unusual,niche [12] accidentally,bumped [12] bumped,unusual [11] research,fr Top Word Pairs in Tweet in G8:
[13] seo,strategy [11] marketer,seo [11] airtable's,seo [11] study,airtable's [11] need,study [11] strategy,seo [11] seo,need [11] growth,strategies [11] re,marketer [11] strategies,used Top Word Pairs in Tweet in G9:
[5] thursday,sure [5] sheffield,thursday [5] sheffielddm,free [5] free,amazing [5] sure,pop [5] pop,down [5] down,sheffielddm [4] c_j_ridley,sheffield [4] amazing,shufflebo [2] expected,ctr Top Word Pairs in Tweet in G10:
[10] ryanjonesseo,a4 [10] technical,seo [8] ryanjonesseo,a2 [8] ryanjonesseo,a3 [8] led,seo [8] content,led [7] izzy_cm,ryanjonesseo [6] love,answer [6] ctwtn,ryanjonesseo [5] bottom,line 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 G9:
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: