The graph represents a network of 647 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 Tuesday, 19 March 2019 at 08:35 UTC.
The requested start date was Tuesday, 19 March 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 76-day, 15-hour, 58-minute period from Tuesday, 01 January 2019 at 07:22 UTC to Monday, 18 March 2019 at 23:21 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 : 647
Unique Edges : 1075
Edges With Duplicates : 4403
Total Edges : 5478
Number of Edge Types : 3
Mentions : 2685
Tweet : 998
Replies to : 1795
Self-Loops : 998
Reciprocated Vertex Pair Ratio : 0.220700152207002
Reciprocated Edge Ratio : 0.361596009975062
Connected Components : 90
Single-Vertex Connected Components : 57
Maximum Vertices in a Connected Component : 433
Maximum Edges in a Connected Component : 4854
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.05607
Graph Density : 0.00383766945320388
Modularity : 0.186083
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[212] sferika,davekerpen [129] content,marketing [126] content,contentmarketing [90] marketing,content [84] social,media [76] contentchat,wisewomen [76] wisewomen,3 [76] 3,civilizations [76] civilizations,1 [76] 1,book Top Word Pairs in Tweet in G1:
[56] sferika,davekerpen [53] superdeluxemo,pamdidner [40] creative,briefs [39] creative,brief [34] sferika,a1 [33] sales,enablement [31] sferika,a2 [29] sferika,a4 [27] content,marketing [26] content,contentchat Top Word Pairs in Tweet in G2:
[133] sferika,davekerpen [19] likeable,content [16] superdeluxemo,pamdidner [16] davekerpen,a1 [15] social,media [15] davekerpen,a5 [14] clkcontrl,sferika [14] creative,briefs [14] davekerpen,a6 [13] content,contentchat Top Word Pairs in Tweet in G3:
[26] contentchat,wisewomen [26] wisewomen,3 [26] 3,civilizations [26] civilizations,1 [26] 1,book [26] book,site [26] site,u [26] u,want [26] want,hold [26] hold,knowledge Top Word Pairs in Tweet in G4:
[14] content,strategy [14] heidicohen,want [12] best,content [11] want,improve [11] improve,contentmarketing [11] contentmarketing,follow [11] follow,best [11] strategy,framework [11] framework,top [11] top,1 Top Word Pairs in Tweet in G5:
[106] content,contentmarketing [70] content,marketing [70] marketing,content [37] 2019,content [37] content,social [37] social,media [37] media,calendar [37] calendar,creation [37] creation,tips [37] tips,socialmedia Top Word Pairs in Tweet in G6:
[21] sferika,davekerpen [9] b2the7,sferika [6] mdigitalpatrick,sferika [6] iâ,m [6] bigtentsocial,studio44pilates [6] studio44pilates,stonehampress [6] stonehampress,try [6] try,contentchat [6] contentchat,hour [6] hour,earlier Top Word Pairs in Tweet in G7:
[19] fave,tweet [19] tweet,chats [19] chats,contentchat [15] digital360chat,twittersmarter [14] madalynsklar,fave [12] contentchat,cmworld [12] solobizchat,digital360chat [10] cmworld,millennialtalk [10] millennialtalk,solobizchat [10] speaking,chats Top Word Pairs in Tweet in G8:
[9] cold_cash2,salesforce [9] salesforce,benioff [9] benioff,jimcramer [9] jimcramer,madmoneyoncnbc [9] madmoneyoncnbc,verbtech_co [9] verbtech_co,rorycutaia [9] rorycutaia,mcmurraydb [9] mcmurraydb,love [9] love,being [9] being,part Top Word Pairs in Tweet in G9:
[55] est,gt [47] pm,est [35] list,1 [33] monday,twitterchat [33] twitterchat,list [33] indiefeature,24 [33] 24,7 [33] funtravelchat,day [33] sayftychat,11am [26] 1,indiefeature Top Word Pairs in Tweet in G10:
[11] 2019,marketing [11] marketing,budgets [11] budgets,spending [11] spending,marketer_eco [11] marketer_eco,tell [11] tell,predictions [11] predictions,mikequindazzi [10] amardeepkaushal,2019 [8] mikequindazzi,jeffbullaâ [2] mikequindazzi,jeffbulla Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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