The graph represents a network of 386 Twitter users whose recent tweets contained "#IBMTechU", 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 Wednesday, 22 May 2019 at 15:39 UTC.
The tweets in the network were tweeted over the 9-day, 17-hour, 25-minute period from Sunday, 12 May 2019 at 22:06 UTC to Wednesday, 22 May 2019 at 15:31 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 : 386
Unique Edges : 748
Edges With Duplicates : 935
Total Edges : 1683
Self-Loops : 69
Reciprocated Vertex Pair Ratio : 0.0433763188745604
Reciprocated Edge Ratio : 0.0831460674157303
Connected Components : 22
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 351
Maximum Edges in a Connected Component : 1628
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.348105
Graph Density : 0.00598882982302671
Modularity : 0.325472
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[58] #ibmtechu,#berlin [57] architecting,future [55] planet,together [55] together,mashable [55] mashable,mikequindazzi [49] #robots,#humans [49] #humans,planet [48] technical,university [43] thomas_harrer,#robots [43] mikequindazzi,harbrima Top Word Pairs in Tweet in G1:
[35] #ibmtechu,#thinkatibm [32] #cybersecurity,#gdpr [32] #gdpr,#privacy [32] #privacy,#cyberattacks [32] #cyberattacks,#infosec [32] #infosec,#cyber [32] #cyber,#ai [32] #ai,infused [32] infused,#chatbot [32] #chatbot,now Top Word Pairs in Tweet in G2:
[28] thomas_harrer,#ibmtechu [24] #ibmtechu,#berlin [24] architecting,future [17] #ibmtechu,berlin [14] ibm,z [14] #ibmtechu,nodexl [13] thomas_harrer,#ibm [12] full,house [12] #berlin,#ibmtechu [12] ibmsystems,topcybernews Top Word Pairs in Tweet in G3:
[49] planet,together [49] together,mashable [49] mashable,mikequindazzi [43] #robots,#humans [43] #humans,planet [42] thomas_harrer,#robots [42] mikequindazzi,harbrima [20] thomas_harrer,#robotic [20] #robotic,arm [20] arm,learns Top Word Pairs in Tweet in G4:
[13] welcome,#ibmsystems [13] #ibmsystems,technical [13] technical,university [13] university,#ibmtechu [13] #ibmtechu,21 [13] 21,25 [13] 25,october [13] october,2019 [13] 2019,prague [13] prague,ibmpowersystems Top Word Pairs in Tweet in G5:
[4] #cybersecurity,#privacy [4] #privacy,#5g [4] #5g,#ibmtechu [4] #ibmtechu,#captechu [4] #captechu,important [4] important,'#zerotrust' [4] '#zerotrust',threat [4] threat,perception [4] perception,time [4] thomas_harrer,#socialcto Top Word Pairs in Tweet in G6:
[5] ibm,systems [3] don,t [2] #ibmsystems,#ibmtechu [2] #ibmtechu,#ibmlabservices [2] #ibmlabservices,ibm [2] systems,magazine [2] magazine,don [2] t,left [2] left,behind [2] behind,grow Top Word Pairs in Tweet in G7:
[9] thomas_harrer,10 [9] 10,skills [9] skills,give [9] give,#humans [9] #humans,edge [9] edge,over [9] over,#robots [9] #robots,#ai [9] #ai,wef [9] wef,kkruse Top Word Pairs in Tweet in G8:
[12] #ibmtechu,berlin [10] ibm,z [9] z,os [8] presenting,number [8] number,ibm [8] z,z [8] os,sessions [7] ich408i,#ibmtechu [6] week,rsm [6] rsm,partners Top Word Pairs in Tweet in G9:
[6] #ibmstorage,heard [6] heard,ibm [6] ibm,storage [6] storage,insights [6] insights,#ibmtechu [6] #ibmtechu,want [6] want,more [6] more,take [6] take,guided [6] guided,tour Top Word Pairs in Tweet in G10:
[2] #ibmtechu,berlin Top Replied-To in Entire Graph:
Top Replied-To in G2:
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 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:
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: