The graph represents a network of 637 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, 30 April 2022 at 03:30 UTC.
The requested start date was Saturday, 30 April 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 117-day, 23-hour, 39-minute period from Saturday, 01 January 2022 at 19:30 UTC to Friday, 29 April 2022 at 19:10 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 : 637
Unique Edges : 683
Edges With Duplicates : 4286
Total Edges : 4969
Number of Edge Types : 5
Tweet : 645
Mentions : 1037
Retweet : 917
MentionsInRetweet : 1324
Replies to : 1046
Self-Loops : 714
Reciprocated Vertex Pair Ratio : 0.156354515050167
Reciprocated Edge Ratio : 0.270426608821403
Connected Components : 73
Single-Vertex Connected Components : 49
Maximum Vertices in a Connected Component : 526
Maximum Edges in a Connected Component : 4786
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.691223
Graph Density : 0.0034137022007642
Modularity : 0.185874
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 637 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, 30 April 2022 at 03:30 UTC.
The requested start date was Saturday, 30 April 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 117-day, 23-hour, 39-minute period from Saturday, 01 January 2022 at 19:30 UTC to Friday, 29 April 2022 at 19:10 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:
[81] #seochat,#twittersmarter [77] #usamfghour,11 [69] #twittersmarter,10 [68] 10,#usamfghour [67] #seo,#seochat [64] thursday,twitter [62] 11,30 [58] 11,#agmarketingchats [58] 30,pm [56] #agmarketingchats,11 Top Word Pairs in Tweet in G1:
[36] mordyoberstein,simoncox [22] next,week [20] #seochat,week [20] hosting,#seochat [18] self,employed [15] work,life [15] myriamjessier,#seochat [14] led,seo [13] until,#seochat [13] content,led Top Word Pairs in Tweet in G2:
[78] #seochat,#twittersmarter [77] #usamfghour,11 [69] #twittersmarter,10 [68] 10,#usamfghour [60] 11,30 [58] 11,#agmarketingchats [56] 30,pm [56] #agmarketingchats,11 [47] thursday,twitter [35] twitter,chat Top Word Pairs in Tweet in G3:
[24] seo,roi [21] jeremyriveraseo,#seochat [20] question,seo [18] #seochat,question [17] week's,#seochat [12] #seochat,today [11] here's,recap [10] hosting,#seochat [10] return,investment [9] celestexlili,a5 Top Word Pairs in Tweet in G4:
[18] write,digital [18] digital,marketing [18] marketing,strategy [18] strategy,question [18] question,digital [18] digital,agency [18] agency,asking [17] searchupseo,write [17] thursday,twitter [17] twitter,chats Top Word Pairs in Tweet in G5:
[14] top,learn [13] #seochat,top [13] learn,#python [13] #python,modules [13] modules,#seo [11] #seo,#1 [11] #1,eliasdabbas's [11] eliasdabbas's,#advertools [11] #advertools,scraping [11] scraping,#2 Top Word Pairs in Tweet in G6:
[17] competitor,analysis [14] himani_kankaria,a2 [12] bill_slawski,himani_kankaria [9] a2,choose [9] himani_kankaria,a5 [8] competitive,analysis [7] first,#seochat [7] targeting,same [7] missivedigital,techseowomen [7] ishaseo,himani_kankaria Top Word Pairs in Tweet in G7:
[22] gt,gt [15] icymi,clockworktalent's [15] clockworktalent's,2022 [15] 2022,#salarysurvey [15] #salarysurvey,#digitalmarketing [15] #digitalmarketing,open [15] open,surge [15] surge,companies [15] companies,better [15] helenpollitt1,#seochat Top Word Pairs in Tweet in G8:
[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 G9:
[15] rejiyates,#seochat [13] cbrodzky,rejiyates [11] poor,management [10] rejiyates,a1 [10] rejiyates,a3 [10] rejiyates,a7 [10] darth_na,rejiyates [9] bill_slawski,rejiyates [9] rejiyates,a4 [8] join,rejiyates Top Word Pairs in Tweet in G10:
[16] #seo,#seochat [8] #seo,link [8] link,building [8] building,strategies [8] strategies,work [8] work,sengineland [8] sengineland,#dgsaga [8] #dgsaga,#searchengine [7] #ppcchat,#seochat [7] dg__saga,#seo 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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