The graph represents a network of 455 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, 08 May 2022 at 12:09 UTC.
The requested start date was Sunday, 08 May 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 95-day, 11-hour, 6-minute period from Tuesday, 01 February 2022 at 07:12 UTC to Saturday, 07 May 2022 at 18:19 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 : 455
Unique Edges : 544
Edges With Duplicates : 4997
Total Edges : 5541
Number of Edge Types : 5
Retweet : 814
Tweet : 761
Mentions : 1379
Replies to : 1428
MentionsInRetweet : 1159
Self-Loops : 796
Reciprocated Vertex Pair Ratio : 0.233449477351916
Reciprocated Edge Ratio : 0.378531073446328
Connected Components : 98
Single-Vertex Connected Components : 60
Maximum Vertices in a Connected Component : 286
Maximum Edges in a Connected Component : 5172
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.660613
Graph Density : 0.00514111439221571
Modularity : 0.11369
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 455 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, 08 May 2022 at 12:09 UTC.
The requested start date was Sunday, 08 May 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 95-day, 11-hour, 6-minute period from Tuesday, 01 February 2022 at 07:12 UTC to Saturday, 07 May 2022 at 18:19 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:
[104] julie,#contentchat [97] content,marketing [93] social,media [71] #knowledge,#world [69] #contentchat,#wisewomen [69] #wisewomen,civilizations [69] civilizations,book [69] book,site [69] site,hold [69] hold,#knowledge Top Word Pairs in Tweet in G1:
[101] julie,#contentchat [47] style,guide [33] brand,style [27] maddyosman,erikaheald [27] content,marketing [26] nimble,sferika [26] sferika,a5 [25] social,media [23] sferika,a4 [23] sferika,a1 Top Word Pairs in Tweet in G2:
[30] social,media [25] content,marketing [25] #contentchat,community [23] sferika,a3 [23] content,marketers [20] marketing,attribution [20] nimble,sferika [18] today,#contentchat [18] monioloyede,sferika [17] sferika,a2 Top Word Pairs in Tweet in G3:
[69] #contentchat,#wisewomen [69] #wisewomen,civilizations [69] civilizations,book [69] book,site [69] site,hold [69] hold,#knowledge [69] #knowledge,#world [69] #world,150 [69] 150,subj [69] subj,ur Top Word Pairs in Tweet in G4:
[34] social,media [17] sferika,#contentchat [15] put,customers [15] customers,center [15] virtual,hybrid [12] monioloyede,sferika [11] save,date [11] joining,sferika [11] put,customer [11] sferika,a1 Top Word Pairs in Tweet in G5:
[48] 12,pm [43] #bizapaloozachat,11 [42] alyx,#contentchat [36] #contentchat,12 [26] #bizapaloozachat,11am [25] twitter,chats [24] mental,health [22] #contentchat,12pm [22] business,#contentchat [21] pm,pst Top Word Pairs in Tweet in G6:
[8] video,messages [8] monday,#twitterchat [8] #twitterchat,list [8] list,#1 [8] #1pmchat,8am [8] #sayftychat,11am [8] #seotalk,12pm [8] #bizapaloozachat,2pm [5] video,content [5] typed,text Top Word Pairs in Tweet in G8:
[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 G9:
[7] hot,little [7] little,bad [7] bad,bitches [7] bitches,#sellingcontent [7] #sellingcontent,#buyingcontent [7] #buyingcontent,#contentchat [7] #contentchat,#stripchat [7] #stripchat,#xvideos [6] valselling,hot [6] #xvideos,#beautiful Top Word Pairs in Tweet in G10:
[8] please,join [8] 7pm,central [7] tonight,7pm [6] central,#learnlap [5] #cravenedchat,#openupmath [4] #openupmath,#mgbookchat [4] #mgbookchat,#t2tchat [4] #flipclasschat,#contentchat [3] paulsolarz,please [3] #mondaymotiv8rs,#mflinspirators Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
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Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G9:
Top Tweeters in G10: