The graph represents a network of 609 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, 16 April 2022 at 02:49 UTC.
The requested start date was Saturday, 16 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 103-day, 21-hour, 38-minute period from Saturday, 01 January 2022 at 19:30 UTC to Friday, 15 April 2022 at 17:09 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 : 609
Unique Edges : 648
Edges With Duplicates : 3911
Total Edges : 4559
Number of Edge Types : 5
Retweet : 823
MentionsInRetweet : 1188
Tweet : 598
Mentions : 951
Replies to : 999
Self-Loops : 659
Reciprocated Vertex Pair Ratio : 0.157374100719424
Reciprocated Edge Ratio : 0.271950271950272
Connected Components : 74
Single-Vertex Connected Components : 48
Maximum Vertices in a Connected Component : 493
Maximum Edges in a Connected Component : 4374
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.676361
Graph Density : 0.00347582317863625
Modularity : 0.189813
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 609 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, 16 April 2022 at 02:49 UTC.
The requested start date was Saturday, 16 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 103-day, 21-hour, 38-minute period from Saturday, 01 January 2022 at 19:30 UTC to Friday, 15 April 2022 at 17:09 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:
[70] #seochat,#twittersmarter [66] #usamfghour,11 [58] #seo,#seochat [58] #twittersmarter,10 [57] 10,#usamfghour [55] thursday,twitter [55] 11,30 [51] 30,pm [47] 11,#agmarketingchats [45] #agmarketingchats,11 Top Word Pairs in Tweet in G1:
[36] mordyoberstein,simoncox [25] myriamjessier,#seochat [22] gt,gt [21] next,week [20] hosting,#seochat [18] #seochat,week [18] self,employed [16] work,life [15] rejiyates,#seochat [14] week's,#seochat Top Word Pairs in Tweet in G2:
[67] #seochat,#twittersmarter [66] #usamfghour,11 [58] #twittersmarter,10 [57] 10,#usamfghour [53] 11,30 [49] 30,pm [47] 11,#agmarketingchats [45] #agmarketingchats,11 [40] thursday,twitter [35] twitter,chat Top Word Pairs in Tweet in G3:
[19] week's,#seochat [17] celestexlili,a3 [13] celestexlili,a5 [13] #seochat,today [11] q1,doing [11] doing,research [11] research,seo [11] seo,fave [11] fave,data [11] data,sources Top Word Pairs in Tweet in G4:
[16] write,digital [16] digital,marketing [16] marketing,strategy [16] strategy,question [16] question,digital [16] digital,agency [16] agency,asking [15] searchupseo,write [15] thursday,twitter [15] twitter,chats Top Word Pairs in Tweet in G5:
[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 G6:
[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 G7:
[16] rejiyates,#seochat [12] cbrodzky,rejiyates [10] poor,management [10] darth_na,rejiyates [9] join,rejiyates [9] bill_slawski,rejiyates [8] next,week [8] make,sure [8] rejiyates,a1 [8] rejiyates,a3 Top Word Pairs in Tweet in G8:
[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 Word Pairs in Tweet in G9:
[5] humbled,honored [5] honored,included [5] included,again [5] again,year [5] year,many [5] many,excellent [5] excellent,digital [5] digital,marketers [5] marketers,thank [5] thank,140 Top Word Pairs in Tweet in G10:
[7] protein,powder [6] query,independent [6] search,intents [5] search,engine [4] #seochat,event [4] query,dependent [4] word,order [4] internal,link [3] 70,minutes [3] minutes,later Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: