The graph represents a network of 988 Twitter users whose recent tweets contained "#ThinkAtIBM", 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 Thursday, 27 June 2019 at 17:11 UTC.
The tweets in the network were tweeted over the 9-day, 16-hour, 52-minute period from Tuesday, 18 June 2019 at 00:14 UTC to Thursday, 27 June 2019 at 17:06 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 : 988
Unique Edges : 1972
Edges With Duplicates : 1800
Total Edges : 3772
Self-Loops : 222
Reciprocated Vertex Pair Ratio : 0.0369555653321601
Reciprocated Edge Ratio : 0.0712770470937633
Connected Components : 22
Single-Vertex Connected Components : 14
Maximum Vertices in a Connected Component : 940
Maximum Edges in a Connected Component : 3715
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.008989
Graph Density : 0.00241704916956877
Modularity : 0.460989
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[556] ronald_vanloon,#ibmpartner [318] #ibmpartner,#thinkatibm [242] google,created [242] created,maths [242] maths,ai [242] ai,already [242] already,proved [242] proved,1200 [242] 1200,theorems [241] theorems,welcomeai Top Word Pairs in Tweet in G1:
[238] google,created [238] created,maths [238] maths,ai [238] ai,already [238] already,proved [238] proved,1200 [238] 1200,theorems [238] theorems,welcomeai [236] welcomeai,#artificialintelligence [236] #artificialintelligence,#google Top Word Pairs in Tweet in G2:
[499] ronald_vanloon,#ibmpartner [277] #ibmpartner,#thinkatibm [140] #datascience,#machinelearning [134] ronald_vanloon,#ai [121] #ai,augments [121] augments,#arts [121] #arts,#creativity [121] #creativity,#work [121] #work,floriandohmann [121] floriandohmann,#birdsonmars Top Word Pairs in Tweet in G3:
[45] #thinkatibm,#livestudio [38] #livestudio,#thinkatibm [37] pop,up [33] ibmdeutschland,gsohn [29] up,experience [26] #ibm,#thinkatibm [26] ronald_vanloon,#ibmpartner [25] bikini,berlin [23] #thinkatibm,pop [22] #thinkatibm,#bikiniberlin Top Word Pairs in Tweet in G4:
[14] blockchain,summit [11] #thinkatibm,blockchain [11] summit,berlin [5] moovster,solves [5] solves,urban [5] urban,#mobility [5] #mobility,together [5] together,#thinkatibm [5] #thinkatibm,developed [5] developed,#ibmgarage Top Word Pairs in Tweet in G5:
[30] ibm,think [24] think,berlin [14] know,more [12] visit,ibm [9] alokep,intelligently [9] intelligently,use [9] use,#ai [9] #ai,#cloud [9] #cloud,meet [9] meet,needs Top Word Pairs in Tweet in G6:
[17] sono,necessarie [17] necessarie,anche [17] anche,#donne [17] #donne,nelle [17] nelle,#stem [17] #stem,non [17] non,solo [17] solo,perché [17] perché,è [17] è,giusto Top Word Pairs in Tweet in G7:
[2] bikini,berlin [2] berlin,#thinkatibm [2] #thinkatibm,berlin [2] matthias,hartmann [2] #thinkatibm,#ibm Top Word Pairs in Tweet in G8:
[6] geht,s [5] weiter,geht [5] s,lenakkimmerle [5] lenakkimmerle,unser [5] unser,partner [5] partner,msg_group [5] msg_group,stellen [5] stellen,vor [5] vor,#ibmcloud [5] #ibmcloud,#kuenstlicheintelligenz Top Word Pairs in Tweet in G9:
[4] wonder,career [4] career,look [4] look,join [4] join,friday [4] friday,berlin [4] berlin,#thinkatibm [4] #thinkatibm,#bikiniberlin [3] la_svenja,wonder Top Word Pairs in Tweet in G10:
[4] watson,studio [2] training,machine [2] machine,learning [2] learning,operationalize [2] operationalize,production [2] production,deployments [2] deployments,watson [2] studio,learnings [2] tschaeck,#ibmwatson [2] #ibmwatson,spills Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G4:
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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:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: