The graph represents a network of 273 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 Friday, 19 April 2019 at 05:04 UTC.
The tweets in the network were tweeted over the 9-day, 14-hour, 29-minute period from Tuesday, 09 April 2019 at 12:00 UTC to Friday, 19 April 2019 at 02:30 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 : 273
Unique Edges : 424
Edges With Duplicates : 1184
Total Edges : 1608
Self-Loops : 101
Reciprocated Vertex Pair Ratio : 0.0621572212065814
Reciprocated Edge Ratio : 0.117039586919105
Connected Components : 16
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 243
Maximum Edges in a Connected Component : 1456
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.491553
Graph Density : 0.00782428355957768
Modularity : 0.198691
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[108] thomas_harrer,#ibm [96] #ibmsystems,ibmsystems [95] #ibm,#proudibmer [71] #proudibmer,#ibmsystems [68] #berlin,#germany [68] ibmsystems,#ibmsystems [67] infrastructure,summit [66] summit,2019 [63] 2019,#berlin [54] #employeeadvocacy,#socialcto Top Word Pairs in Tweet in G1:
[47] #ibm,#proudibmer [45] #ibmsystems,ibmsystems [34] ibmsystems,#ibmsystems [33] #proudibmer,#ibmsystems [28] #employeeadvocacy,#socialcto [27] #ibm,#ibmsystems [24] ibmsystems,#employeeadvocacy [23] #socialcto,#cto [21] #smm,#influencer [16] infrastructure,summit Top Word Pairs in Tweet in G2:
[17] thomas_harrer,#ibm [14] center,stage [12] #ibmtechu,nodexl [12] ibmsystems,topcybernews [12] topcybernews,thomas_harrer [12] thomas_harrer,zoginstor [12] #ibm,#proudibmer [11] nodexl,ibmsystems [11] zoginstor,cksanche [10] ibmsystems,#ibmsystems Top Word Pairs in Tweet in G3:
[56] thomas_harrer,#ibm [41] 2019,#berlin [39] #berlin,#germany [38] infrastructure,summit [38] summit,2019 [29] #ibmsystems,ibmsystems [26] #ibm,#proudibmer [25] #think,#thinkatibm [23] #ibm,infrastructure [21] 29,2019 Top Word Pairs in Tweet in G4:
[20] thomas_harrer,#ibm [10] #ibm,infrastructure [10] infrastructure,summit [10] summit,2019 [10] 2019,#berlin [10] #berlin,#germany [10] #think,#thinkatibm [9] ibm,#think [9] #ibm,#proudibmer [9] #proudibmer,#ibmsystems Top Word Pairs in Tweet in G5:
[11] digital,reinvention [11] reinvention,fase [11] fase,due [11] due,l'infrastruttura [11] l'infrastruttura,resta [11] resta,cruciale [11] cruciale,#ibmthinkmagazine [9] ibmitalia,digital [9] #ibmthinkmagazine,#digitalreinvent [5] #ibm,nodexl Top Word Pairs in Tweet in G6:
[6] thomas_harrer,hackers [6] hackers,causing [6] causing,blackouts [6] blackouts,time [6] time,boost [6] boost,#cyberresilience [6] #cyberresilience,wef [6] wef,frronconi [6] frronconi,#cybersecurity [6] #cybersecurity,#scada Top Word Pairs in Tweet in G7:
[9] #ibmtechu,#ibmsystems [6] kuldeep6162,#ibmsystems [2] #ibmsystems,#ibmtechu [2] kuldeep6162,#ibmtechu Top Word Pairs in Tweet in G8:
[2] tweede,blog [2] blog,over [2] over,groene [2] groene,betrouwbare [2] betrouwbare,reus [2] reus,van [2] van,patrickkingma [2] patrickkingma,#ibmsystems [2] #ibmsystems,#ibmz [2] #ibmz,ibmbenelux Top Word Pairs in Tweet in G9:
[40] kuldeep6162,#ibmsystems [21] #ibmtechu,#ibmsystems [13] kuldeep6162,#ibmtechu [4] #ibmsystems,#ibmtechu [2] #ibmsystems,#ibmstorage Top Word Pairs in Tweet in G10:
[3] go,techu [3] techu,learn [3] learn,increase [3] increase,agility [3] agility,simplify [3] simplify,management [3] management,hybrid [3] hybrid,cloud [3] cloud,#power9 [3] #power9,#ibm 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 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: