The graph represents a network of 7,708 Twitter users whose recent tweets contained "#Think2019", 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, 15 February 2019 at 21:46 UTC.
The tweets in the network were tweeted over the 2-day, 1-hour, 19-minute period from Wednesday, 13 February 2019 at 19:48 UTC to Friday, 15 February 2019 at 21:08 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 : 7708
Unique Edges : 18422
Edges With Duplicates : 17593
Total Edges : 36015
Self-Loops : 3131
Reciprocated Vertex Pair Ratio : 0.0537545964776466
Reciprocated Edge Ratio : 0.102024886358419
Connected Components : 450
Single-Vertex Connected Components : 331
Maximum Vertices in a Connected Component : 7028
Maximum Edges in a Connected Component : 35063
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.599137
Graph Density : 0.000366615540135673
Modularity : 0.393385
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1289] ibm,think2019 [582] click,below [582] below,swipe [518] think2019,ibm [475] think2019,click [450] swipe,explore [427] ginni,rometty [370] think2019,ibmsystems [309] think,2019 [307] ibm,think Top Word Pairs in Tweet in G1:
[349] ibm,think2019 [131] think2019,today [130] think2019,ibm [124] looking,forward [120] ginni,rometty [110] speaking,ibm [109] open,source [107] foundation,s [107] clinton,foundation [105] here,think2019 Top Word Pairs in Tweet in G2:
[179] ibm,think2019 [110] jayferro,drjdrooghaag [110] sarbjeetjohal,schmarzo [109] stevendickens3,sarbjeetjohal [109] schmarzo,apguha [85] think2019,ibmservices [82] tamaramccleary,ibm [81] drjdrooghaag,billmew [75] here,think2019 [73] billmew,stevendickens3 Top Word Pairs in Tweet in G3:
[424] click,below [424] below,swipe [329] think2019,click [326] swipe,explore [202] ibm,think2019 [190] food,safety [190] safety,ai [190] coding,best [190] best,highlights [190] highlights,think2019 Top Word Pairs in Tweet in G4:
[301] think2019,ibmsystems [192] ibm,think2019 [131] ibm,think [131] think,2019 [128] thecube,ibm [127] think2019,ibm [107] ibm,ibm [104] think2019,ibmlive [92] ibmsystems,think2019 [88] ibmz,ibmlinuxone Top Word Pairs in Tweet in G5:
[92] ibm,think2019 [56] announced,cigna [56] cigna,sentarahealth [55] today,ibm [54] ibmblockchain,today [54] ibm,blockchain [54] blockchain,announced [54] sentarahealth,joined [54] joined,new [54] new,health Top Word Pairs in Tweet in G6:
[56] ibm,think2019 [53] thinkcollab,think2019 [44] think2019,talenttransformed [40] talenttransformed,ai [39] marvelclient,upgrade [35] ai,watsontalent [28] ibm,domino [26] think2019,dominoforever [24] ibmwatsontalent,think2019 [23] wearedomino,dominoforever Top Word Pairs in Tweet in G7:
[190] paul,cormier [78] ibm,think2019 [77] command,line [52] ginni,rometty [51] redhat,redhat [49] redhat,s [47] redhat,works [45] cormier,explains [45] redhat's,paul [43] opensource,projects Top Word Pairs in Tweet in G8:
[37] san,francisco [34] think,2019 [32] ibm,think2019 [27] think2019,ibm [26] ibm,think [20] think2019,ibmsystems [14] think2019,san [13] ciscosocks,think2019 [12] check,out [12] ibm5in5,think2019 Top Word Pairs in Tweet in G9:
[43] watsonsupplychain,think2019 [14] ibm,s [14] supply,chain [13] supply,chains [11] think2019,cscmp [11] ibm,think2019 [10] ai,blockchain [9] business,partner [9] westin,st [9] st,francis Top Word Pairs in Tweet in G10:
[19] accionpoint,think2019 [14] watson,studio [13] 5,5 [11] ibm,think2019 [9] accionpoint,accionpoint [7] san,francisco [7] desde,think2019 [7] ahora,vivo [7] vivo,contamos [7] contamos,qué 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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