The graph represents a network of 257 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 Friday, 20 September 2019 at 15:21 UTC.
The tweets in the network were tweeted over the 9-day, 8-hour, 2-minute period from Wednesday, 11 September 2019 at 07:18 UTC to Friday, 20 September 2019 at 15:21 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 : 257
Unique Edges : 1074
Edges With Duplicates : 1187
Total Edges : 2261
Self-Loops : 71
Reciprocated Vertex Pair Ratio : 0.0382262996941896
Reciprocated Edge Ratio : 0.0736377025036819
Connected Components : 18
Single-Vertex Connected Components : 12
Maximum Vertices in a Connected Component : 223
Maximum Edges in a Connected Component : 2210
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.211547
Graph Density : 0.0206408073929961
Modularity : 0.286878
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[203] #architectingthefuture,#ibmtechu [145] #ibm,#ibmsystems [99] distinguished,engineer [97] #ibmtechu,thomas_harrer [87] 21,25 [84] #ibmsystems,#europe [82] technical,university [77] #cto,#ibm [75] thomas_harrer,distinguished [75] engineer,#cto Top Word Pairs in Tweet in G1:
[44] 21,25 [42] #architectingthefuture,#ibmtechu [39] top,hashtags [35] technical,university [34] #ibmsystems,technical [34] 25,october [33] #ibm,#ibmsystems [31] #ibm,#ibmtechu [30] october,2019 [29] 2019,#prague Top Word Pairs in Tweet in G2:
[94] #architectingthefuture,#ibmtechu [48] #ibm,#ibmsystems [44] distinguished,engineer [43] #ibmtechu,thomas_harrer [38] t,h [38] h,#cto [35] 21,25 [34] #ibmsystems,technical [34] technical,university [32] 25,october Top Word Pairs in Tweet in G3:
[32] #ibmtechu,#ibm [31] #architectingthefuture,#ibmtechu [29] #ibm,#ibmsystems [26] #ibmsystems,thomas_harrer [26] thomas_harrer,concept [26] concept,car [26] car,multi [26] multi,use [26] use,electric [26] electric,powered Top Word Pairs in Tweet in G4:
[28] #architectingthefuture,#ibmtechu [27] #ibm,#ibmsystems [25] #ibmtechu,thomas_harrer [25] thomas_harrer,distinguished [25] distinguished,engineer [25] engineer,#cto [25] #cto,#ibm [25] #ibmsystems,#europe [14] #europe,future [14] future,manufacturing Top Word Pairs in Tweet in G5:
[4] join,event [4] event,2019 [4] technical,university [4] #ibmtechu,vegas [3] university,#ibmtechu [2] 2019,prague [2] prague,ibm [2] ibm,systems [2] systems,technical [2] #ibmtechu,#ibmz Top Word Pairs in Tweet in G6:
[10] going,#ibmtechu [10] #ibmtechu,vegas [10] vegas,catch [10] catch,kwsisson's [10] kwsisson's,session [10] session,prioritizing [10] prioritizing,best [10] best,technology [10] technology,moving [10] moving,distributed Top Word Pairs in Tweet in G7:
[8] #architectingthefuture,#ibmtechu [8] #ibmtechu,thomas_harrer [8] thomas_harrer,distinguished [8] distinguished,engineer [8] engineer,#cto [8] #cto,#ibm [8] #ibm,#ibmsystems [8] #ibmsystems,#europe [5] #europe,ferry [5] ferry,terminal Top Word Pairs in Tweet in G8:
[3] sessions,level [3] level,expertise [3] expertise,#ibmtechu [3] #ibmtechu,one [3] one,well [3] well,rounded [3] rounded,conferences [3] conferences,hone [3] hone,skills [3] skills,ginnirometty Top Word Pairs in Tweet in G9:
[2] ibm,technical [2] technical,university [2] university,comes [2] comes,prague [2] prague,learn [2] learn,leverage [2] leverage,disruptive [2] disruptive,technology [2] technology,trends [2] trends,#cloud Top Word Pairs in Tweet in G10:
[3] storage,red [3] red,hat [3] hat,openshift [2] join,deep [2] deep,technical [2] technical,training [2] training,fall [2] fall,#ibmtechu [2] #ibmtechu,vegas [2] vegas,https Top Replied-To in Entire Graph:
Top Replied-To in G1:
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 G6:
Top Mentioned in G7:
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: