The graph represents a network of 246 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 Friday, 12 July 2019 at 18:42 UTC.
The tweets in the network were tweeted over the 9-day, 12-hour, 44-minute period from Wednesday, 03 July 2019 at 05:32 UTC to Friday, 12 July 2019 at 18:16 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 : 246
Unique Edges : 504
Edges With Duplicates : 232
Total Edges : 736
Self-Loops : 23
Reciprocated Vertex Pair Ratio : 0.0368324125230203
Reciprocated Edge Ratio : 0.0710479573712256
Connected Components : 11
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 227
Maximum Edges in a Connected Component : 714
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.257009
Graph Density : 0.0093412974946076
Modularity : 0.528121
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[72] ronald_vanloon,#ibmpartner [58] #ibmpartner,#thinkatibm [42] new,features [42] features,explained [42] explained,2 [42] 2,minutes [42] minutes,romeokienzler [42] romeokienzler,ronald_vanloon [40] tensorflow,new [38] ronald_vanloon,tensorflow Top Word Pairs in Tweet in G1:
[68] ronald_vanloon,#ibmpartner [54] #ibmpartner,#thinkatibm [39] new,features [39] features,explained [39] explained,2 [39] 2,minutes [39] minutes,romeokienzler [39] romeokienzler,ronald_vanloon [37] tensorflow,new [35] ronald_vanloon,tensorflow Top Word Pairs in Tweet in G2:
[11] #thinkatibm,nodexl [11] nodexl,thomas_harrer [11] thomas_harrer,ronald_vanloon [11] ronald_vanloon,ibmdeutschland [10] ibmdeutschland,svensemet [9] svensemet,ibm [8] pop,up [8] up,experience [7] ibm,stephanenappo [7] top,hashtags Top Word Pairs in Tweet in G3:
[9] wann,kommt [9] kommt,große [9] große,wurf [9] wurf,mobilitätswende [9] mobilitätswende,ideen [9] ideen,#thinkatibm [9] #thinkatibm,berlin [9] berlin,digitalnaiv [9] digitalnaiv,larsbas [9] larsbas,kkklawitter Top Word Pairs in Tweet in G4:
[9] top,10 [9] 10,countries [9] countries,#robots [9] #robots,being [9] being,put [9] put,work [9] work,v [9] v,wef [8] #ai,#automation [8] #automation,#robotics Top Word Pairs in Tweet in G5:
[4] marc_smith,nodexl [4] nodexl,marc_smith [4] marc_smith,bambam1a [4] bambam1a,kissdatbam [4] kissdatbam,chidambara09 [4] chidambara09,edtech_stories [4] edtech_stories,alvinfoo [3] docassar,marc_smith [3] alvinfoo,vivi Top Word Pairs in Tweet in G6:
[12] ibm,think [10] think,berlin [8] know,more [5] visit,ibm [5] tech_mahindra,ibm [4] berlin,know [4] #techmnxt,#thinkatibm [3] alokep,intelligently [3] intelligently,use [3] use,#ai Top Word Pairs in Tweet in G7:
[2] enjoying,last [2] last,day [2] day,#thinkatibm [2] #thinkatibm,#berlin [2] #berlin,pinar_ci [2] pinar_ci,cansus_93 [2] cansus_93,jan_fode Top Word Pairs in Tweet in G8:
[3] ronald_vanloon,#ibmpartner [3] #ibmpartner,#thinkatibm [3] #cognitiveenterprise,#journeytocloud [2] ibmdeutschland,#cognitiveenterprise [2] #journeytocloud,#ai Top Word Pairs in Tweet in G9:
[2] far,know [2] know,largest [2] largest,#airrohr [2] #airrohr,workshop [2] workshop,worldwide [2] worldwide,until [2] until,now [2] now,#luftdaten [2] #luftdaten,#bikiniberlin [2] #bikiniberlin,#thinkatibm Top Word Pairs in Tweet in G10:
[2] #thinkatibm,new [2] new,mobility [2] mobility,day [2] day,statements [2] statements,entstehen [2] entstehen,neue [2] neue,ecosysteme [2] ecosysteme,bilden [2] bilden,sich [2] sich,neue Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: