The graph represents a network of 4,654 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 Monday, 27 May 2019 at 16:06 UTC.
The tweets in the network were tweeted over the 9-day, 20-hour, 32-minute period from Friday, 17 May 2019 at 19:07 UTC to Monday, 27 May 2019 at 15:40 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 : 4679
Unique Edges : 10011
Edges With Duplicates : 38572
Total Edges : 48583
Number of Edge Types : 4
Mentions : 41337
Replies to : 1169
Tweet : 2225
Retweet : 3852
Self-Loops : 2293
Reciprocated Vertex Pair Ratio : 0.0741972176043398
Reciprocated Edge Ratio : 0.138144497841492
Connected Components : 877
Single-Vertex Connected Components : 697
Maximum Vertices in a Connected Component : 3329
Maximum Edges in a Connected Component : 27284
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.824676
Graph Density : 0.000560891673849327
Modularity : 0.210554
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[733] ax_bdx,aacabiste [733] aacabiste,kelek_sz [733] wonderkourgette,grachiasse [733] le_ravachol,merylstreetfood [733] merylstreetfood,mariefantome [733] mariefantome,__sonneper [615] grachiasse,bakoukarl [603] bakoukarl,acabus2000 [405] herissonnoir,_barbaria [389] acabus2000,docteurflou Top Word Pairs in Tweet in G1:
[169] ibm,watson [158] learn,more [121] machine,learning [120] ibm,cloud [102] more,efficiently [85] work,more [80] information,architecture [79] #ai,assistant [79] read,more [78] watson,ibm Top Word Pairs in Tweet in G2:
[63] ibm,s [54] ibm,watson [54] ibm,cloud [52] uses,grammar [52] grammar,rules [52] rules,catch [52] catch,linguistic [52] linguistic,nuances [52] nuances,s [52] s,english Top Word Pairs in Tweet in G3:
[107] #ai,#iot [102] #bigdata,#analytics [81] data,ai [77] #datascience,#ai [76] #ml,#dl [75] #analytics,#datascience [74] #iot,#iiot [74] #iiot,#pytorch [74] #pytorch,#python [74] #python,#rstats Top Word Pairs in Tweet in G4:
[58] breast,cancer [37] ibm,s [34] analyze,makeup [34] cancer,cells [32] uses,grammar [32] grammar,rules [32] rules,catch [32] catch,linguistic [32] linguistic,nuances [32] nuances,s Top Word Pairs in Tweet in G5:
[113] ceo,ginni [113] ginni,rometty [113] look,forward [112] #ibm,ceo [112] rometty,reelection [112] reelection,narendramodi [112] narendramodi,ibm [112] ibm,congratulates [112] congratulates,prime [112] prime,minister Top Word Pairs in Tweet in G6:
[29] diversité,dans [25] vous,sur [23] interview,nsekkaki [23] nsekkaki,ceo [23] ceo,ibm_france [23] ibm_france,#on [23] #on,n [23] n,arrête [23] arrête,pas [23] pas,l Top Word Pairs in Tweet in G7:
[48] learn,more [47] new,studio [47] studio,milan [47] milan,bold [47] bold,beautiful [47] beautiful,learn [47] more,studios [47] studios,around [47] around,world [47] world,driving Top Word Pairs in Tweet in G8:
[30] business,case [28] #ai,#hr [25] case,#ai [24] speakers,ianknowlson [24] ianknowlson,guenolen [23] ai,hr [19] #ibmpartner,ibmwatsontalent [19] register,today [19] today,business [19] #hr,#ibm Top Word Pairs in Tweet in G9:
[38] ibm,watson [36] football,team [32] #ai,help [32] help,grassroots [32] grassroots,football [32] team,thrive [32] thrive,see [32] see,ibm [32] watson,worked [32] worked,leatherheadfc Top Word Pairs in Tweet in G10:
[60] #watsonsupplychain,ibmsupplychain [43] #machinelearning,#ml [29] #ai,#blockchain [28] #ai,#machinelearning [25] supply,chain [25] take,guided [25] guided,tour [25] tour,see [25] see,business [25] business,transaction 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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