The graph represents a network of 240 Twitter users whose recent tweets contained "#IBMSystems", 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 Tuesday, 17 September 2019 at 06:08 UTC.
The tweets in the network were tweeted over the 9-day, 6-hour, 45-minute period from Saturday, 07 September 2019 at 23:16 UTC to Tuesday, 17 September 2019 at 06:02 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 : 240
Unique Edges : 651
Edges With Duplicates : 920
Total Edges : 1571
Self-Loops : 107
Reciprocated Vertex Pair Ratio : 0.0269576379974326
Reciprocated Edge Ratio : 0.0525
Connected Components : 20
Single-Vertex Connected Components : 11
Maximum Vertices in a Connected Component : 198
Maximum Edges in a Connected Component : 1520
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.777637
Graph Density : 0.0139470013947001
Modularity : 0.332643
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[86] t,h [72] h,#cto [68] #architectingthefuture,#ibmtechu [65] #ibm,#ibmsystems [57] technical,university [55] 21,25 [55] 25,october [55] october,2019 [54] #ibmsystems,technical [52] #techu,21 Top Word Pairs in Tweet in G1:
[70] t,h [60] h,#cto [47] 21,25 [47] 25,october [47] october,2019 [46] #ibmsystems,technical [45] technical,university [44] #techu,21 [43] #architectingthefuture,#ibmtechu [42] university,#techu Top Word Pairs in Tweet in G2:
[49] #ibmz,ibmz [49] ibmz,ibmsystems [49] ibmsystems,#ibmsystems [49] #ibmsystems,#z15 [49] #z15,#hybridcloud [20] #hybridcloud,video [20] video,brought [20] brought,djiglobal [20] djiglobal,#osmo [20] #osmo,pocket Top Word Pairs in Tweet in G3:
[8] nodexl,ibm [7] gregorsideris,petrawalzde [7] petrawalzde,drewthorst [7] drewthorst,kadler_ibm [7] kadler_ibm,rgsingh [7] rgsingh,vscott2018 [7] #ibmers,leverage [7] leverage,power [7] power,#socialmedia [5] #ibmsystems,#europe Top Word Pairs in Tweet in G4:
[18] #architectingthefuture,#ibmtechu [17] #ibm,#ibmsystems [13] #ibmtechu,#ibm [13] #ibmsystems,thomas_harrer [13] thomas_harrer,concept [13] concept,car [13] car,multi [13] multi,use [13] use,electric [13] electric,powered Top Word Pairs in Tweet in G5:
[7] ibm,training [7] training,skills [7] skills,blog [7] #ibmz,#mainframe [7] #ibmsystems,#ibmtraining [7] #ibmsystems,#ibmz [5] blog,developing [5] developing,next [5] next,generation [5] generation,mainframe Top Word Pairs in Tweet in G6:
[48] #ibmz,#linuxone [32] #z15,#ibmz [30] #ibmz,#z15 [30] #z15,#ibmsystems [26] #linuxone,#linuxoneiii [26] #linuxoneiii,#ibmsystems [23] #ibmz,#linuxoneiii [23] #linuxoneiii,#linuxone [23] #linuxone,#ibmsystems [22] #ibmsystems,#ibmz Top Word Pairs in Tweet in G7:
[5] #ibmz,#ibmsystems [4] join,event [4] event,2019 [4] 2019,prague [4] prague,ibm [4] ibm,systems [4] systems,technical [4] technical,university [4] #ibmtechu,#ibmz [4] #ibmsystems,# Top Word Pairs in Tweet in G8:
[2] built,smart [2] smart,loan [2] loan,application [2] application,using [2] using,#watson [2] #watson,#machinelearning [2] #machinelearning,#ibmz [2] #ibmz,#ibmtechu [2] #ibmtechu,#ibmtechuatlanta [2] #ibmtechuatlanta,#ibm Top Word Pairs in Tweet in G9:
[6] ibm,impegna [6] impegna,ad [6] ad,andare [6] andare,verso [6] verso,l [6] l,#hardware [6] #hardware,open [6] open,#ibmsystems [6] #ibmsystems,#ibmthinkmagazine [6] #ibmthinkmagazine,#ibm Top Word Pairs in Tweet in G10:
[4] really,exciting [4] exciting,new [4] new,announcements [4] announcements,ibm [4] ibm,z15 [4] z15,ds8900f [4] ds8900f,built [4] built,cloud [4] cloud,security [4] security,performance Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G6:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G8:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: