The graph represents a network of 543 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, 04 June 2022 at 03:30 UTC.
The requested start date was Saturday, 04 June 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 121-day, 3-hour, 47-minute period from Tuesday, 01 February 2022 at 14:42 UTC to Thursday, 02 June 2022 at 18:29 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 : 543
Unique Edges : 569
Edges With Duplicates : 3290
Total Edges : 3859
Number of Edge Types : 5
Tweet : 578
Replies to : 747
Mentions : 793
Retweet : 720
MentionsInRetweet : 1021
Self-Loops : 633
Reciprocated Vertex Pair Ratio : 0.145962732919255
Reciprocated Edge Ratio : 0.254742547425474
Connected Components : 68
Single-Vertex Connected Components : 44
Maximum Vertices in a Connected Component : 435
Maximum Edges in a Connected Component : 3679
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.607275
Graph Density : 0.00376139120507227
Modularity : 0.201927
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 543 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, 04 June 2022 at 03:30 UTC.
The requested start date was Saturday, 04 June 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 121-day, 3-hour, 47-minute period from Tuesday, 01 February 2022 at 14:42 UTC to Thursday, 02 June 2022 at 18:29 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:
[77] #twittersmarter,10 [77] #seochat,#twittersmarter [74] 10,#usamfghour [74] #usamfghour,11 [61] #seo,#seochat [58] 11,#agmarketingchats [56] #agmarketingchats,11 [50] 11,30 [49] thursday,twitter [47] 1pm,#seochat Top Word Pairs in Tweet in G1:
[42] mordyoberstein,simoncox [35] seo,roi [27] jeremyriveraseo,#seochat [26] question,seo [24] #seochat,question [22] week's,#seochat [21] #seochat,today [20] next,week [20] simmonet,mordyoberstein [19] hosting,#seochat Top Word Pairs in Tweet in G2:
[17] celestexlili,a3 [12] search,data [12] q1,doing [12] doing,research [12] research,seo [12] seo,fave [12] fave,data [12] data,sources [12] sources,outside [12] outside,norms Top Word Pairs in Tweet in G3:
[19] top,hashtags [18] #hootchat,nodexl [16] nodexl,this0499154500 [15] this0499154500,nassimretiere [14] #seochat,nodexl [14] nodexl,mordyoberstein [12] mordyoberstein,this0499154500 [11] this0499154500,gosquad22 [11] gosquad22,bill_slawski [11] thursday,#twitterchat Top Word Pairs in Tweet in G4:
[12] digital,marketing [10] self,employed [7] #seochat,moshemayafit [7] query,independent [7] protein,powder [6] seo,community [6] moshemayafit,a3 [6] full,time [6] search,intents [6] search,engine Top Word Pairs in Tweet in G5:
[15] top,learn [14] #seochat,top [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 G6:
[17] thursday,twitter [17] twitter,chats [17] chats,8am [17] 8am,#engagors [17] #engagors,10 [17] 10,30 [17] 30,#pgchat [17] 12pm,#freelancechat [17] #freelancechat,#innochat [15] teammom2006,thursday Top Word Pairs in Tweet in G7:
[22] myriamjessier,#seochat [14] gt,gt [12] #seochat,a2 [10] helenpollitt1,#seochat [8] #seochat,a4 [7] tentaclequing,myriamjessier [6] #seochat,a1 [5] christian,folks [5] #seochat,a5 [5] make,sure Top Word Pairs in Tweet in G8:
[23] #seo,#seochat [6] sengineland,#seo [6] google,search [6] rustybrick,#seo [5] ai,generated [5] helenpollitt1,#seochat [4] react,js [3] googlesearchc,searchliaison [3] google,doesn [3] doesn,ai Top Word Pairs in Tweet in G9:
[77] #twittersmarter,10 [74] 10,#usamfghour [74] #usamfghour,11 [74] #seochat,#twittersmarter [58] 11,#agmarketingchats [56] #agmarketingchats,11 [50] 11,30 [46] 30,pm [36] #bizapaloozachat,pm [36] pm,unplugged Top Word Pairs in Tweet in G10:
[14] icymi,clockworktalent's [14] clockworktalent's,2022 [14] 2022,#salarysurvey [14] #salarysurvey,#digitalmarketing [14] #digitalmarketing,open [14] open,surge [14] surge,companies [14] companies,better [13] tashawoodford,icymi [12] better,onliâ Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
Top Replied-To in G7:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: