The graph represents a network of 509 Twitter users whose tweets in the requested range contained "#SEOChat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 21 May 2022 at 03:30 UTC.
The requested start date was Saturday, 21 May 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 107-day, 17-hour, 18-minute period from Tuesday, 01 February 2022 at 14:42 UTC to Friday, 20 May 2022 at 08:00 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
![](../Images/Image.ashx?graphID=276737&type=b)
Vertices : 509
Unique Edges : 518
Edges With Duplicates : 2921
Total Edges : 3439
Number of Edge Types : 5
Tweet : 509
Mentions : 703
Replies to : 669
Retweet : 639
MentionsInRetweet : 919
Self-Loops : 555
Reciprocated Vertex Pair Ratio : 0.142207053469852
Reciprocated Edge Ratio : 0.249003984063745
Connected Components : 65
Single-Vertex Connected Components : 43
Maximum Vertices in a Connected Component : 408
Maximum Edges in a Connected Component : 3277
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.672336
Graph Density : 0.00388286434726111
Modularity : 0.204115
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 509 Twitter users whose tweets in the requested range contained "#SEOChat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 21 May 2022 at 03:30 UTC.
The requested start date was Saturday, 21 May 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 107-day, 17-hour, 18-minute period from Tuesday, 01 February 2022 at 14:42 UTC to Friday, 20 May 2022 at 08:00 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 : #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:
[74] #seochat,#twittersmarter [71] #twittersmarter,10 [70] 10,#usamfghour [70] #usamfghour,11 [57] #seo,#seochat [54] 11,#agmarketingchats [52] #agmarketingchats,11 [50] 11,30 [48] thursday,twitter [46] 30,pm Top Word Pairs in Tweet in G1:
[36] mordyoberstein,simoncox [24] myriamjessier,#seochat [17] next,week [15] led,seo [14] content,led [14] gt,gt [13] hosting,#seochat [13] simmonet,mordyoberstein [13] ryanjonesseo,a3 [13] ryanjonesseo,a4 Top Word Pairs in Tweet in G2:
[24] seo,roi [21] jeremyriveraseo,#seochat [20] question,seo [18] #seochat,question [16] week's,#seochat [12] #seochat,today [10] here's,recap [10] return,investment [10] celestexlili,a3 [9] celestexlili,a5 Top Word Pairs in Tweet in G3:
[17] top,hashtags [16] #hootchat,nodexl [16] nodexl,this0499154500 [15] this0499154500,nassimretiere [13] #seochat,nodexl [13] nodexl,mordyoberstein [11] mordyoberstein,this0499154500 [11] this0499154500,gosquad22 [11] gosquad22,bill_slawski [11] thursday,#twitterchat Top Word Pairs in Tweet in G4:
[16] thursday,twitter [16] twitter,chats [16] chats,8am [16] 8am,#engagors [16] #engagors,10 [16] 10,30 [16] 30,#pgchat [16] 12pm,#freelancechat [16] #freelancechat,#innochat [14] teammom2006,thursday Top Word Pairs in Tweet in G5:
[12] q1,doing [12] doing,research [12] research,seo [12] seo,fave [12] fave,data [12] data,sources [12] sources,outside [12] outside,norms [12] norms,keyword [12] keyword,planner Top Word Pairs in Tweet in G6:
[10] self,employed [7] query,independent [7] protein,powder [6] full,time [6] digital,marketing [6] search,intents [6] search,engine [5] samunderwooduk,a4 [5] query,dependent [5] mordyoberstein,week Top Word Pairs in Tweet in G7:
[20] #seo,#seochat [6] google,search [6] rustybrick,#seo [6] sengineland,#seo [5] ai,generated [5] helenpollitt1,#seochat [4] react,js [3] search,console [3] console,url [3] url,parameter Top Word Pairs in Tweet in G8:
[14] #seochat,top [14] top,learn [14] learn,#python [14] #python,modules [14] modules,#seo [12] #seo,#1 [12] #1,eliasdabbas's [12] eliasdabbas's,#advertools [12] #advertools,scraping [12] scraping,#2 Top Word Pairs in Tweet in G9:
[71] #seochat,#twittersmarter [71] #twittersmarter,10 [70] 10,#usamfghour [70] #usamfghour,11 [54] 11,#agmarketingchats [52] #agmarketingchats,11 [50] 11,30 [46] 30,pm [32] thursday,twitter [32] #bizapaloozachat,pm Top Word Pairs in Tweet in G10:
[6] #seochat,hashtag [4] #seochat,today [4] introduce,yourself [4] forget,#seochat [4] welcome,welcome [3] b2b,saas [3] hashtag,see [3] heart,breaks [3] breaks,#ukraine [3] #ukraine,weep Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
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Top Replied-To in G8:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G10: