The graph represents a network of 494 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, 10 April 2022 at 11:49 UTC.
The requested start date was Sunday, 10 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 94-day, 16-hour, 25-minute period from Sunday, 02 January 2022 at 03:28 UTC to Wednesday, 06 April 2022 at 19:53 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 : 494
Unique Edges : 506
Edges With Duplicates : 4491
Total Edges : 4997
Number of Edge Types : 5
Mentions : 1204
MentionsInRetweet : 969
Replies to : 1273
Tweet : 816
Retweet : 735
Self-Loops : 851
Reciprocated Vertex Pair Ratio : 0.220843672456576
Reciprocated Edge Ratio : 0.361788617886179
Connected Components : 108
Single-Vertex Connected Components : 62
Maximum Vertices in a Connected Component : 299
Maximum Edges in a Connected Component : 4595
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.759186
Graph Density : 0.00404037086005699
Modularity : 0.126309
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 494 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, 10 April 2022 at 11:49 UTC.
The requested start date was Sunday, 10 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 94-day, 16-hour, 25-minute period from Sunday, 02 January 2022 at 03:28 UTC to Wednesday, 06 April 2022 at 19:53 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:
[87] #knowledge,#world [85] content,marketing [85] #contentchat,#wisewomen [85] #wisewomen,civilizations [85] civilizations,book [85] book,site [85] site,hold [85] hold,#knowledge [85] #world,150 [85] 150,subj Top Word Pairs in Tweet in G1:
[30] #contentchat,community [26] content,marketers [22] social,media [21] content,marketing [20] google,analytics [20] shruti12d,sferika [19] sferika,a4 [17] nimble,sferika [16] marketing,attribution [16] sferika,a3 Top Word Pairs in Tweet in G2:
[76] julie,#contentchat [47] alyx,#contentchat [37] #bizapaloozachat,11 [31] twitter,chats [31] content,marketing [29] sferika,monioloyede [27] 12,pm [26] sferika,a1 [26] sferika,a3 [26] #seotalk,12pm Top Word Pairs in Tweet in G3:
[85] #contentchat,#wisewomen [85] #wisewomen,civilizations [85] civilizations,book [85] book,site [85] site,hold [85] hold,#knowledge [85] #knowledge,#world [85] #world,150 [85] 150,subj [85] subj,ur Top Word Pairs in Tweet in G4:
[16] social,media [13] virtual,hybrid [13] nimble,sferika [12] sferika,a1 [12] sferika,a2 [11] sferika,a3 [10] sferika,mike_allton [10] mike_allton,sferika [9] sferika,#contentchat [9] smp_community,sferika Top Word Pairs in Tweet in G5:
[21] monday,#twitterchat [21] #twitterchat,list [21] list,#1 [21] #1pmchat,8am [21] #sayftychat,11am [21] #seotalk,12pm [21] #bizapaloozachat,2pm [20] pm,pst [18] #bizapaloozachat,11 [17] twitter,chats Top Word Pairs in Tweet in G6:
[8] video,messages [5] video,content [5] typed,text [5] video,message [5] jeffrey_funk,sferika [4] today,#contentchat [4] personalized,video [4] sferika,ethanbeute [4] a2,video [3] sferika,today Top Word Pairs in Tweet in G7:
[2] sferika,shruti12d [2] shruti12d,anamarketers [2] anamarketers,cmicontent [2] cmicontent,thank [2] thank,happy [2] happy,year [2] year,#contentchat [2] #contentchat,friends [2] good,presenters [2] presenters,look Top Word Pairs in Tweet in G8:
[6] #marketing,re [6] re,building [6] building,#socialmedia [6] #socialmedia,tool [6] tool,#marketers [6] #marketers,help [6] help,taking [6] taking,quick [6] quick,survey [5] top,tier Top Word Pairs in Tweet in G9:
[10] please,join [10] 7pm,central [10] central,#learnlap [9] tonight,7pm [7] #cravenedchat,#openupmath [6] #mgbookchat,#t2tchat [5] #flipclasschat,#contentchat [5] #openupmath,#mgbookchat [4] paulsolarz,please [4] join,the_gifted_guy Top Word Pairs in Tweet in G10:
[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 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:
Top Replied-To in G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: