The graph represents a network of 1,171 Twitter users whose tweets in the requested range contained "ibm watson", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 26 September 2021 at 03:43 UTC.
The requested start date was Sunday, 26 September 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 8-hour, 6-minute period from Sunday, 12 September 2021 at 00:09 UTC to Saturday, 25 September 2021 at 08:15 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 : 1171
Unique Edges : 901
Edges With Duplicates : 1384
Total Edges : 2285
Number of Edge Types : 5
Replies to : 124
Mentions : 383
Tweet : 540
Retweet : 514
MentionsInRetweet : 724
Self-Loops : 562
Reciprocated Vertex Pair Ratio : 0.00834879406307978
Reciprocated Edge Ratio : 0.0165593376264949
Connected Components : 385
Single-Vertex Connected Components : 248
Maximum Vertices in a Connected Component : 485
Maximum Edges in a Connected Component : 1394
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.593864
Graph Density : 0.000793390118753056
Modularity : 0.499214
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,171 Twitter users whose tweets in the requested range contained "ibm watson", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 26 September 2021 at 03:43 UTC.
The requested start date was Sunday, 26 September 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 8-hour, 6-minute period from Sunday, 12 September 2021 at 00:09 UTC to Saturday, 25 September 2021 at 08:15 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : ibm watson
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[480] ibm,watson [124] watson,assistant [58] customer,service [57] #ai,#ml [57] ai,automation [56] thomas,watson [51] ibm,cloud [48] help,businesses [45] launches,ai [44] automation,features Top Word Pairs in Tweet in G1:
[135] ibm,watson [61] watson,assistant [20] nuevas,funciones [19] servicio,cliente [18] assistant,ibm [18] ibm,lance [18] lance,veut [18] veut,automatiser [18] automatiser,centres [18] centres,appels Top Word Pairs in Tweet in G2:
[63] ibm,watson [35] match,insights [35] insights,ibm [29] semi,finals [28] future,superstars [27] watson,help [27] help,learn [27] learn,future [27] superstars,usopen [27] usopen,semi Top Word Pairs in Tweet in G3:
[26] ibm,watson [9] using,ibm [6] success,#ai [6] #ai,applications [6] applications,lead [6] lead,inflection [6] inflection,point [6] point,society [6] society,ultimately [6] ultimately,ai Top Word Pairs in Tweet in G4:
[35] ibm,cloud [35] cloud,account [33] account,access [33] access,40 [33] 40,always [33] always,free [33] free,products [33] products,time [33] time,limit [33] limit,including Top Word Pairs in Tweet in G5:
[18] ibm,watson [14] yoshua,bengio [13] bengio,2018 [13] 2018,turing [13] turing,award [13] award,laureate [13] laureate,next [13] next,#deeplearning [13] #deeplearning,transforming [13] transforming,healthcare Top Word Pairs in Tweet in G6:
[18] intelligenza,artificiale [15] nuove,funzionalità [13] ibmitalia,#ibm [13] watson,nuove [13] funzionalità,intelligenza [12] #ibm,watson [12] #ibm,potenzia [12] potenzia,virtual [12] virtual,agent [10] ibm,applied Top Word Pairs in Tweet in G7:
[18] ibm,watson [6] watson,trade [4] espnfantasy,ibm [2] great,idea [2] espnfantasy,matthewberrytmr [2] fantasyfocus,realize [2] realize,ibm [2] trade,suggestion [2] suggestion,thing [2] thing,gives Top Word Pairs in Tweet in G8:
[55] #ai,#ml [28] comparing,#machinelearning [28] #machinelearning,service [28] service,mlaas [28] mlaas,#analytics [28] #analytics,#ai [28] #ai,#bigdata [28] #bigdata,#rstats [28] #rstats,#reactjs [28] #reactjs,#iot Top Word Pairs in Tweet in G9:
[23] ibm,watson [20] watson,launches [20] launches,ai [20] ai,automation [20] automation,features [20] features,help [20] help,businesses [20] businesses,transform [20] transform,customer [20] customer,service 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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