The graph represents a network of 5,631 Twitter users whose tweets in the requested range contained "devos", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 15 January 2019 at 15:24 UTC.
The requested start date was Tuesday, 15 January 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 4-day, 10-hour, 20-minute period from Thursday, 10 January 2019 at 14:40 UTC to Tuesday, 15 January 2019 at 01:00 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 : 5631
Unique Edges : 6761
Edges With Duplicates : 2143
Total Edges : 8904
Number of Edge Types : 3
Replies to : 1229
Mentions : 6468
Tweet : 1207
Self-Loops : 1207
Reciprocated Vertex Pair Ratio : 0.0286308381317978
Reciprocated Edge Ratio : 0.0556678588088944
Connected Components : 920
Single-Vertex Connected Components : 431
Maximum Vertices in a Connected Component : 2670
Maximum Edges in a Connected Component : 4398
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.570885
Graph Density : 0.000202854472497936
Modularity : 0.724687
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1298] betsy,devos [448] pence,sessions [433] don,jr [433] jr,ivanka [433] ivanka,jared [432] mnuchin,ross [431] flynn,cohen [430] russian,ties [430] chao,devos [429] ties,ass Top Word Pairs in Tweet in G1:
[140] betsy,devos [39] students,color [39] civil,rights [37] rights,protections [36] devos,recommend [36] recommend,removal [36] removal,civil [36] protections,students [27] title,ix [17] lees,meer Top Word Pairs in Tweet in G2:
[412] russian,ties [412] jr,ivanka [411] ties,ass [411] ass,donald [411] donald,don [411] don,jr [411] ivanka,jared [411] jared,eric [411] eric,boris [411] boris,bannon Top Word Pairs in Tweet in G3:
[291] coup,poing [291] poing,dans [291] dans,gueule [291] gueule,pour [291] pour,cabu [291] cabu,une [291] une,vertu [291] vertu,pour [291] pour,andré [291] andré,comte Top Word Pairs in Tweet in G4:
[70] betsy,devos [27] sessions,rex [27] rex,tillerson [27] tillerson,gone [27] gone,chao [27] chao,turtle [27] turtle,mcconnell's [27] mcconnell's,wife [27] wife,wilbur [27] wilbur,ross Top Word Pairs in Tweet in G5:
[70] betsy,devos [20] trump,u [19] title,ix [19] civil,rights [17] rights,laws [16] school,discipline [16] school,safety [16] students,color [15] school,year [15] year,100 Top Word Pairs in Tweet in G6:
[47] betsy,devos [17] realdonaldtrump,foxnews [16] realdonaldtrump,wef [14] sexual,assault [8] zachmider,resume [8] resume,donations [8] donations,mercer [8] mercer,very [8] very,well [8] well,end Top Word Pairs in Tweet in G7:
[45] bel_biv_devos,comfy_times [44] yungneocon,aidanposting [43] goodtweet_man,bel_biv_devos [42] uwebollocks,jordan_sp1 [42] jordan_sp1,callmesquigglez [37] callmesquigglez,x3owox3 [37] x3owox3,drphilth_ [35] aidanposting,goodtweet_man [30] mpavictoria,yungneocon [27] comfy_times,uwebollocks Top Word Pairs in Tweet in G8:
[23] 6,real [23] real,emergencies [23] emergencies,more [23] more,important [23] important,donald [23] donald,trump [23] trump,wall [23] wall,usatoday [22] jayvalenz67,6 [22] usatoday,gov Top Word Pairs in Tweet in G9:
[30] high,grades [28] grades,high [17] don,t [10] dat,ik [10] gt,gt [9] ik,ben [8] wanneer,je [7] ik,wil [6] wat,je [6] zeggen,dat Top Word Pairs in Tweet in G10:
[122] betsy,devos [101] alert,stand [101] stand,w [101] w,over [101] over,100 [101] 100,organizations [101] organizations,condemning [101] condemning,betsy [101] devos,decision [101] decision,strike 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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