The graph represents a network of 2,421 Twitter users whose recent tweets contained "#IBMThink2019", 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 Saturday, 16 February 2019 at 13:48 UTC.
The tweets in the network were tweeted over the 9-day, 22-hour, 9-minute period from Wednesday, 06 February 2019 at 14:27 UTC to Saturday, 16 February 2019 at 12:37 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 : 2421
Unique Edges : 3860
Edges With Duplicates : 1638
Total Edges : 5498
Self-Loops : 928
Reciprocated Vertex Pair Ratio : 0.0552396425670187
Reciprocated Edge Ratio : 0.104695919938414
Connected Components : 407
Single-Vertex Connected Components : 257
Maximum Vertices in a Connected Component : 1573
Maximum Edges in a Connected Component : 4319
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.726298
Graph Density : 0.000665151003103014
Modularity : 0.617504
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[191] san,francisco [152] ibm,think [131] think,2019 [107] ibmthink2019,ibm [107] think2019,ibmthink2019 [101] ibm,ibmthink2019 [73] hybrid,cloud [65] day,ibmthink2019 [64] ibmthink2019,think2019 [60] ibm,watson Top Word Pairs in Tweet in G1:
[33] san,francisco [17] ibm,think [17] ibmthink2019,ibm [16] ibm,ibmthink2019 [13] think,2019 [9] think2019,ibmthink2019 [8] looking,forward [8] ginni,rometty [8] ibmthink,ibmthink2019 [7] moscone,center Top Word Pairs in Tweet in G2:
[31] hybrid,cloud [30] help,enterprises [30] enterprises,tackle [30] tackle,top [30] top,challenges [30] ibmthink2019,ai [29] ibm,announced [29] announced,new [29] new,hybrid [29] cloud,capabilities Top Word Pairs in Tweet in G3:
[24] harish,natarajan [19] ibm,s [16] ibm,ibmthink2019 [15] attended,ibm [13] s,live [13] live,debate [13] debate,between [13] between,2016 [13] 2016,world [13] world,debate Top Word Pairs in Tweet in G4:
[27] san,francisco [24] 5,big [24] big,technology [24] technology,innovations [24] innovations,2019 [24] 2019,ibm [24] ibm,unveils [24] unveils,transform [24] transform,lives [19] ibmq,quantumcomputing Top Word Pairs in Tweet in G5:
[33] s,trust [33] trust,think [33] think,safeguarding [33] safeguarding,customer [33] customer,s [33] s,personal [33] personal,information [33] information,inhi [33] inhi,cho [33] cho,suh Top Word Pairs in Tweet in G6:
[34] community,day [32] ibmthink2019,thinkcollab [30] thinkcollab,dominoforever [27] ibm,collaboration [26] think2019,ibmthink2019 [26] day,ibmthink2019 [25] dominoforever,welovedomino [25] ibm,ibmthink2019 [22] ics,community [22] collaboration,solutions Top Word Pairs in Tweet in G7:
[36] ibmthink2019,ibmlive [23] ibmthink2019,ibm [21] think,2019 [17] s,think [17] digitalist,v [16] first,impression [16] impression,ibmthink2019 [16] ibmlive,digitalist [14] ibm,s [14] villetolvanen,first Top Word Pairs in Tweet in G8:
[10] open,source [8] ibmthink2019,ibmdeveloper [7] advent,open [7] open,enterprise [7] amc,theater [7] theater,16 [7] 16,level [7] level,3 [7] think2019,ibmthink2019 [7] bradtopol,mdelder Top Word Pairs in Tweet in G9:
[22] ibm,cloud [11] cloud,object [11] object,storage [9] watson,studio [9] studio,desktop [9] desktop,now [9] now,free [9] free,students [9] students,ai4all [9] ai4all,ibmthink2019 Top Word Pairs in Tweet in G10:
[14] roger,mcnamee [12] tech,companies [10] listening,15 [10] 15,year [10] year,old [10] old,african [10] african,american [10] american,girl's [10] girl's,incredible [10] incredible,asipratuon 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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