The graph represents a network of 1,975 Twitter users whose recent tweets contained "#ATD2019", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 31 May 2019 at 00:36 UTC.
The tweets in the network were tweeted over the 9-day, 18-hour, 17-minute period from Tuesday, 21 May 2019 at 03:34 UTC to Thursday, 30 May 2019 at 21:51 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 : 1975
Unique Edges : 3276
Edges With Duplicates : 5016
Total Edges : 8292
Self-Loops : 1989
Reciprocated Vertex Pair Ratio : 0.0926406926406926
Reciprocated Edge Ratio : 0.169572107765452
Connected Components : 277
Single-Vertex Connected Components : 195
Maximum Vertices in a Connected Component : 1548
Maximum Edges in a Connected Component : 7677
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.83228
Graph Density : 0.00097110538263245
Modularity : 0.332368
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[548] #atd2019,#atdmoments [445] seth,godin [326] godin,#atd2019 [313] #rt,atd [210] atd,#atd2019 [149] stop,booth [134] soft,skills [134] #atd2019,atd [126] real,skills [118] thisissethsblog,#atd2019 Top Word Pairs in Tweet in G1:
[310] #rt,atd [270] #atd2019,#atdmoments [219] seth,godin [152] godin,#atd2019 [102] thisissethsblog,#atd2019 [81] atd,#atd2019 [70] ericwhitacre,#atd2019 [58] #atd2019,#atdchapters [50] soft,skills [47] real,skills Top Word Pairs in Tweet in G2:
[156] #atd2019,#atdmoments [130] seth,godin [112] godin,#atd2019 [46] #rt,learnknowbly [32] atd,#atd2019 [28] soft,skills [27] charles,fred [27] real,skills [25] skills,real [25] win,apple Top Word Pairs in Tweet in G3:
[15] seth,godin [11] day,#atd2019 [10] stop,booth [10] #us,roller [9] convention,center [9] #atdmoments,#atd2019 [9] last,day [8] networking,night [8] african,american [8] booth,1419 Top Word Pairs in Tweet in G4:
[43] #gnomewars,#atd2019 [24] kkapp,bschlenker [23] #atd2019,xapignome [21] mmtorrance,kkapp [20] #atd2019,#atdmoments [19] check,out [19] big,list [19] list,resources [17] ctorgerson,#gnomewars [17] melmilloway,here Top Word Pairs in Tweet in G5:
[15] #atd2019,#atdmoments [15] #atd2019,atd [14] shout,out [14] #salesenablement,track [13] #elearning,#localization [12] booth,643 [12] stop,booth [12] out,#atd2019 [12] dc,pt [11] #atd2019,stop Top Word Pairs in Tweet in G6:
[52] #atd2019,atd [27] atd,#atdcompetencies [26] gt,gt [24] #atdcompetencies,#shapingthefuture [22] atd,#atd2019 [15] #atd2019,#atdmoments [14] #atd2019,#atdstateoftheassociation [14] #atdstateoftheassociation,atd [12] gt,atd [12] booth,2321 Top Word Pairs in Tweet in G7:
[38] booth,623 [32] come,623 [32] 623,booth [30] last,day [29] 623,#atd2019 [29] booth,#atd2019 [29] #atd2019,meet [26] special,prices [23] meet,#opencards [18] soft,skills Top Word Pairs in Tweet in G8:
[36] #atd2019,hrmarketer [24] mental,toughness [20] radical,candor [18] #atd2019,#atdmoments [17] visit,booth [14] seth,godin [13] salesfuel,coach [11] calipercorp,#atd2019 [11] dayna,williams [10] dr,tom Top Word Pairs in Tweet in G9:
[10] seth,godin [10] real,skills [10] skills,taught [9] soft,skills [8] skills,soft [8] soft,real [8] taught,maybe [8] maybe,day [8] day,month [8] month,yes Top Word Pairs in Tweet in G10:
[19] booth,601 [8] come,booth [7] learning,experience [7] experience,platform [6] s,time [6] 601,#atd2019 [5] check,out [5] booth,600 [5] instilledlxp,gomolearning [5] #atd2019,come 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 Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
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: