The graph represents a network of 235 Twitter users whose tweets in the requested range contained "#ContentChat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 14 November 2021 at 12:48 UTC.
The requested start date was Sunday, 14 November 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 73-day, 4-hour, 54-minute period from Wednesday, 01 September 2021 at 08:01 UTC to Saturday, 13 November 2021 at 12:55 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 : 235
Unique Edges : 251
Edges With Duplicates : 2098
Total Edges : 2349
Number of Edge Types : 5
Mentions : 639
Replies to : 639
Tweet : 426
MentionsInRetweet : 361
Retweet : 284
Self-Loops : 449
Reciprocated Vertex Pair Ratio : 0.203007518796992
Reciprocated Edge Ratio : 0.3375
Connected Components : 28
Single-Vertex Connected Components : 20
Maximum Vertices in a Connected Component : 185
Maximum Edges in a Connected Component : 2186
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.756253
Graph Density : 0.00872885979268958
Modularity : 0.130715
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 235 Twitter users whose tweets in the requested range contained "#ContentChat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 14 November 2021 at 12:48 UTC.
The requested start date was Sunday, 14 November 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 73-day, 4-hour, 54-minute period from Wednesday, 01 September 2021 at 08:01 UTC to Saturday, 13 November 2021 at 12:55 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 : #ContentChat
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:
[51] #contentchat,#wisewomen [51] #wisewomen,civilizations [51] civilizations,book [51] book,site [51] site,hold [51] hold,#knowledge [51] #knowledge,#world [51] #world,150 [51] 150,subj [51] subj,ur Top Word Pairs in Tweet in G1:
[31] awyeahsarah,sferika [21] executive,audience [20] content,marketing [20] writergirlmel,sferika [19] #contentchat,recap [19] amyballiett,sferika [18] visual,content [15] alekirvin,sferika [13] engage,executive [13] sferika,writergirlmel Top Word Pairs in Tweet in G2:
[12] sferika,hi [12] neoluxemo,sferika [9] #contentchat,#cmworld [8] hi,#contentchat [7] lol,#contentchat [6] awyeahsarah,sferika [6] next,week [6] sferika,vincentorleck [5] writergirlmel,sferika [5] week,#contentchat Top Word Pairs in Tweet in G3:
[9] #contentchat,community [8] #contentchat,recap [5] anthonygaenzle,#contentchat [4] approach,blog [4] blog,business [4] business,really [4] really,grow [4] grow,anthonygaenzle [4] community,discuss [3] brands,craft Top Word Pairs in Tweet in G4:
[41] twitter,chats [32] #seotalk,12pm [23] #bizapaloozachat,11 [23] 11,pst [22] #bizapaloozachat,2pm [20] alyx,#contentchat [20] monday,#twitterchat [20] #twitterchat,list [20] list,#1 [20] #1pmchat,8am Top Word Pairs in Tweet in G5:
[51] #contentchat,#wisewomen [51] #wisewomen,civilizations [51] civilizations,book [51] book,site [51] site,hold [51] hold,#knowledge [51] #knowledge,#world [51] #world,150 [51] 150,subj [51] subj,ur Top Word Pairs in Tweet in G6:
[5] sferika,jennylmagic [4] sferika,a3 [4] journey,map [4] each,stage [4] persona,stage [4] sferika,a2 [4] sferika,themiceblog [4] #cmworld,#contentchat [3] sferika,a6 [3] customer,journey Top Word Pairs in Tweet in G7:
[13] visual,content [6] sferika,li_learning [4] brand,book [3] learn,more [3] make,sure [3] writergirlmel,writergirlassoc [3] first,impressions [3] low,quality [3] alekirvin,sferika [3] mandide,sferika Top Word Pairs in Tweet in G8:
[6] thank,thank [5] sovern,apex [5] apex,youtube [5] youtube,#apexlegends [5] #apexlegends,#smallstreamer [5] #smallstreamer,#supportsmallstreams [5] #supportsmallstreams,#clip [5] #clip,#gaming [4] sovernttv,sovern [4] #gaming,#pcgamin Top Word Pairs in Tweet in G9:
[5] waboshamaxine,jamessmat [5] jamessmat,yegonemmanuel_ [5] yegonemmanuel_,speak [5] speak,narrowing [5] narrowing,down [5] down,niche [5] niche,comes [5] comes,content [5] content,creation [4] open_institute,waboshamaxine Top Word Pairs in Tweet in G10:
[2] see,#contentchat [2] make,sure [2] know,going [2] going,#contentchat [2] #contentchat,sure [2] sure,sure [2] sure,bestie [2] bestie,sferika [2] sferika,going [2] going,chatting Top Replied-To in Entire Graph:
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Top Replied-To in G9:
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 G5:
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Top Tweeters in G9:
Top Tweeters in G10: