The graph represents a network of 5,129 Twitter users whose recent tweets contained "IBM AI", 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, 24 April 2019 at 17:27 UTC.
The tweets in the network were tweeted over the 9-day, 6-hour, 41-minute period from Monday, 15 April 2019 at 10:00 UTC to Wednesday, 24 April 2019 at 16:41 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 : 5129
Unique Edges : 7223
Edges With Duplicates : 4041
Total Edges : 11264
Self-Loops : 2722
Reciprocated Vertex Pair Ratio : 0.0280542986425339
Reciprocated Edge Ratio : 0.0545774647887324
Connected Components : 1224
Single-Vertex Connected Components : 960
Maximum Vertices in a Connected Component : 3316
Maximum Edges in a Connected Component : 9165
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.347226
Graph Density : 0.000259148599517777
Modularity : 0.523637
NodeXL Version : 1.0.1.411
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[507] artificial,intelligence [477] watson,ai [467] drug,discovery [410] ibm,watson [341] sales,watson [329] ibm,halting [321] halting,sales [309] ai,tool [284] tool,drug [231] intelligence,ai Top Word Pairs in Tweet in G1:
[213] artificial,intelligence [169] watson,ai [168] intelligence,ai [157] huge,growth [152] drug,discovery [121] ibm,microsoft [121] amazon,web [121] web,services [121] microsoft,sap [119] key,players Top Word Pairs in Tweet in G2:
[149] #ai,#iot [71] drug,discovery [61] watson,ai [57] #datascience,#machinelearning [54] 51,best [54] best,#businessintelligence [54] #businessintelligence,#certification [54] sales,watson [54] ibm,halting [52] halting,sales Top Word Pairs in Tweet in G3:
[62] data,ai [54] ibm,watson [53] artificial,intelligence [43] intelligence,designed [43] designed,replace [43] replace,human [43] human,mind [43] mind,augment [43] augment,intelligence [43] intelligence,amplify Top Word Pairs in Tweet in G4:
[44] technologies,ai [37] drug,discovery [34] around,world [29] ai,iot [28] help,address [28] address,world's [28] blockchain,help [26] #callforcode,invites [26] invites,developers [26] developers,around Top Word Pairs in Tweet in G5:
[23] smarter,beer [23] beer,old [23] old,school [23] school,craft [23] craft,brewing [23] brewing,meets [23] meets,industry [23] industry,4 [23] 4,0 [23] 0,ai Top Word Pairs in Tweet in G6:
[32] fix,one [30] ibm,helped [30] helped,nasa [30] nasa,fix [30] one,satellites [30] satellites,using [25] deep,learning [21] using,deep [17] using,cutting [17] cutting,edge Top Word Pairs in Tweet in G7:
[42] ibm,brandvoice [22] ibmautomation,#innovation [22] #innovation,#ibmautomation [22] #ibmautomation,#ai [20] michaelnishiki,ibm [19] severinelienard,#ai [13] #ai,#artificialintelligence [13] #artificialintelligence,helping [13] helping,human [13] human,resources Top Word Pairs in Tweet in G8:
[92] ibm,halting [92] halting,sales [92] sales,watson [92] watson,ai [92] ai,tool [61] drug,discovery [58] tool,drug [57] matthewherper,ibm [34] exclusive,news [34] news,morning Top Word Pairs in Tweet in G9:
[24] nuove,generazioni [24] generazioni,usano [24] usano,#tecnologia [24] #tecnologia,confrontano [24] confrontano,prezzi [24] prezzi,e [24] e,offerte [24] offerte,per [24] per,trovare [24] trovare,il Top Word Pairs in Tweet in G10:
[33] supply,chain [19] ai,blockchain [18] teaming,up [17] #ai,#blockchain [16] ibm,sap [16] sap,teaming [16] cognitive,demand [16] demand,forecasting [16] forecasting,solution [16] ibm's,#ai 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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