The graph represents a network of 821 Twitter users whose recent tweets contained "#KDD2019", 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 Wednesday, 07 August 2019 at 16:25 UTC.
The tweets in the network were tweeted over the 8-day, 8-hour, 36-minute period from Tuesday, 30 July 2019 at 07:42 UTC to Wednesday, 07 August 2019 at 16:18 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 : 821
Unique Edges : 2046
Edges With Duplicates : 880
Total Edges : 2926
Self-Loops : 243
Reciprocated Vertex Pair Ratio : 0.0451950523311132
Reciprocated Edge Ratio : 0.0864815657715066
Connected Components : 70
Single-Vertex Connected Components : 38
Maximum Vertices in a Connected Component : 694
Maximum Edges in a Connected Component : 2763
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.454474
Graph Density : 0.00326342057574047
Modularity : 0.604123
NodeXL Version : 1.0.1.418
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[155] data,science [87] #kdd2019,thanks [86] pchain,founder [86] founder,jeff_fengcao [86] jeff_fengcao,presented [86] presented,#staking [86] #staking,multichain [86] multichain,#kdd2019 [86] thanks,awesome [86] awesome,#blockchain Top Word Pairs in Tweet in G1:
[72] data,science [39] #kdd2019,#datascience [35] #kdd2019,kdd_news [34] #kdd2019,#kdd19 [32] kdd_news,#kdd2019 [30] #kdd19,#kdd2019 [29] health,day [28] #datascience,#machinelearning [25] research,scientist [20] iadss,iadssglobal Top Word Pairs in Tweet in G2:
[85] pchain,founder [85] founder,jeff_fengcao [85] jeff_fengcao,presented [85] presented,#staking [85] #staking,multichain [85] multichain,#kdd2019 [85] #kdd2019,thanks [85] thanks,awesome [85] awesome,#blockchain [85] #blockchain,keynotes Top Word Pairs in Tweet in G3:
[37] #kdd2019,next [37] next,week [36] learn,more [32] tutorial,#kdd2019 [29] check,out [28] come,see [26] week,stop [25] join,tutorial [24] chance,win [23] team,#kdd2019 Top Word Pairs in Tweet in G4:
[24] #kdd19,#kdd2019 [18] data,science [18] 00,21 [17] science,track [17] applied,data [17] #kdd,#sigkdd [17] #sigkdd,#preferrednetworks [16] acm,sigkdd [15] august,6th [15] 6th,present Top Word Pairs in Tweet in G5:
[46] didiが発表した最新のタクシー配車アルゴリズムが面白かった,cerebellar [46] cerebellar,embeddingを使った階層的な位置状態のエンコード [46] embeddingを使った階層的な位置状態のエンコード,価値関数のリプシッツ定数をペナルティとして扱うことでdrlの学習を安定化 [46] 価値関数のリプシッツ定数をペナルティとして扱うことでdrlの学習を安定化,都市間の転移学習でも既存アルゴリズムを超える成績を達成 [46] 都市間の転移学習でも既存アルゴリズムを超える成績を達成,#kdd2019 [14] #kdd2019,ads4 [7] ntt,docomo [6] ads4,real [6] real,time [5] time,device Top Word Pairs in Tweet in G6:
[3] machine,learning [3] today,#kdd2019 [3] looking,forward [3] check,out [2] come,join [2] join,boozallen [2] boozallen,machine [2] learning,research [2] research,team [2] team,#kdd2019 Top Word Pairs in Tweet in G7:
[11] ads,really [11] really,cause [11] cause,users [11] users,buy [11] buy,even [11] even,measure [11] measure,such [11] such,effect [11] effect,join [11] join,adkdd Top Word Pairs in Tweet in G8:
[17] #transparency,#machinelearning [17] #machinelearning,#gdpr [17] #gdpr,#ccpa [15] tutorial,#explainableai [15] benhutchinson,emrek [15] emrek,mmitchell_ai [12] data,science [12] sahin,geyik [11] attending,#kdd2019 [11] #kdd2019,drop Top Word Pairs in Tweet in G9:
[9] big,data [8] data,science [8] health,well [8] well,being [7] #kdd2019,interested [7] interested,data [7] science,health [7] being,looking [7] looking,hire [7] hire,phd Top Word Pairs in Tweet in G10:
[11] join,hands [11] hands,tutorial [11] tutorial,learning [11] learning,gnn [11] gnn,dgl [11] dgl,#kdd2019 [11] #kdd2019,wednesday [11] wednesday,cover [11] cover,variety [11] variety,cool 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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Top Tweeters in G10: