The graph represents a network of 428 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, 12 June 2022 at 12:09 UTC.
The requested start date was Sunday, 12 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 102-day, 3-hour, 12-minute period from Tuesday, 01 March 2022 at 00:57 UTC to Saturday, 11 June 2022 at 04:09 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 : 428
Unique Edges : 588
Edges With Duplicates : 5071
Total Edges : 5659
Number of Edge Types : 5
Retweet : 803
Tweet : 690
Mentions : 1544
MentionsInRetweet : 1201
Replies to : 1421
Self-Loops : 733
Reciprocated Vertex Pair Ratio : 0.221276595744681
Reciprocated Edge Ratio : 0.362369337979094
Connected Components : 72
Single-Vertex Connected Components : 42
Maximum Vertices in a Connected Component : 301
Maximum Edges in a Connected Component : 5349
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.543038
Graph Density : 0.00628159950972882
Modularity : 0.113412
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 428 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, 12 June 2022 at 12:09 UTC.
The requested start date was Sunday, 12 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 102-day, 3-hour, 12-minute period from Tuesday, 01 March 2022 at 00:57 UTC to Saturday, 11 June 2022 at 04:09 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 : #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:
[107] content,marketing [89] social,media [81] julie,#contentchat [68] 12,pm [64] #knowledge,#world [62] #contentchat,#wisewomen [62] #wisewomen,civilizations [62] civilizations,book [62] book,site [62] site,hold Top Word Pairs in Tweet in G1:
[76] julie,#contentchat [50] style,guide [39] alyx,#contentchat [35] brand,style [30] #contentchat,recap [30] nimble,sferika [27] content,marketing [27] maddyosman,erikaheald [26] sferika,a1 [25] social,media Top Word Pairs in Tweet in G2:
[29] content,marketing [20] #contentchat,community [20] today,#contentchat [19] social,media [18] suebzimmerman,sferika [16] #contentchat,recap [16] marketing,attribution [15] sferika,a3 [14] content,marketers [14] content,anchors Top Word Pairs in Tweet in G3:
[27] 12,pm [20] social,media [17] #bizapaloozachat,11 [17] #contentchat,12 [17] sferika,monioloyede [17] monioloyede,sferika [16] sferika,a3 [16] virtual,hybrid [14] sferika,a1 [13] sferika,a2 Top Word Pairs in Tweet in G4:
[62] #contentchat,#wisewomen [62] #wisewomen,civilizations [62] civilizations,book [62] book,site [62] site,hold [62] hold,#knowledge [62] #knowledge,#world [62] #world,150 [62] 150,subj [62] subj,ur Top Word Pairs in Tweet in G5:
[20] social,media [15] sferika,#contentchat [14] put,customers [14] customers,center [11] save,date [11] joining,sferika [11] put,customer [10] customer,center [10] center,#socialmedia [9] content,strategy Top Word Pairs in Tweet in G6:
[7] content,anchors [7] kamichat,sferika [6] sferika,current [6] current,favorite [6] favorite,tools [6] tools,answerthepublic [6] answerthepublic,finding [6] finding,questions [6] questions,keywords [6] keywords,everywhere Top Word Pairs in Tweet in G7:
[8] influencer,marketing [4] create,content [4] a1,influencers [4] sferika,alekirvin [4] alekirvin,shruti12d [3] sferika,next [3] next,monday [3] monday,#contentchat [3] influencers,#contentmarketing [3] social,media Top Word Pairs in Tweet in G8:
[9] please,join [9] 7pm,central [7] central,#learnlap [7] tonight,7pm [5] #cravenedchat,#openupmath [5] #flipclasschat,#contentchat [4] #openupmath,#mgbookchat [4] #mgbookchat,#t2tchat [4] #mondaymotiv8rs,#mflinspirators [4] #mflinspirators,#mflchat Top Word Pairs in Tweet in G9:
[4] rapid,kills [4] kills,gs_minty [4] gs_minty,#gamers [4] #gamers,#gamingclips [4] #gamingclips,#content [4] #content,#contentchat [4] #contentchat,#callofduty [4] #callofduty,#viralvideo [4] #viralvideo,#cod [4] #cod,#vanguard Top Word Pairs in Tweet in G10:
[40] 12,pm [32] #bizapaloozachat,11 [26] #contentchat,12 [17] 11,#contentchat [17] #seotalk,12pm [17] 12pm,#bizapaloozachat [17] #bizapaloozachat,2pm [16] #socialtrust,12 [15] looking,great [15] great,#twitterchats Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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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: