The graph represents a network of 2,742 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 Monday, 16 December 2019 at 13:18 UTC.
The requested start date was Monday, 16 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 13-day, 23-hour, 47-minute period from Monday, 02 December 2019 at 01:13 UTC to Monday, 16 December 2019 at 01:00 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 : 2742
Unique Edges : 3381
Edges With Duplicates : 1554
Total Edges : 4935
Number of Edge Types : 3
Tweet : 1311
Mentions : 3482
Replies to : 142
Self-Loops : 1311
Reciprocated Vertex Pair Ratio : 0.0214097496706192
Reciprocated Edge Ratio : 0.0419219606578523
Connected Components : 687
Single-Vertex Connected Components : 471
Maximum Vertices in a Connected Component : 1232
Maximum Edges in a Connected Component : 3086
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.357976
Graph Density : 0.000412596253610051
Modularity : 0.595508
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 2,742 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 Monday, 16 December 2019 at 13:18 UTC.
The requested start date was Monday, 16 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 13-day, 23-hour, 47-minute period from Monday, 02 December 2019 at 01:13 UTC to Monday, 16 December 2019 at 01:00 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:
[922] ibm,watson [189] watson,assistant [188] bisa,diganti [187] sudah,bisa [186] pak,mentri [186] mentri,madien [186] madien,makarien [186] makarien,ada [186] ada,benarnya [186] benarnya,bahwa Top Word Pairs in Tweet in G1:
[253] ibm,watson [48] ãƒ,ム[44] watson,health [36] #ibm,#watson [33] ibm,cloud [32] autostrade,ibm [32] ibm,soluzione [32] soluzione,iot [29] watson,ai [27] decision,optimization Top Word Pairs in Tweet in G2:
[128] watson,assistant [73] ibm,watson [70] ibm's,watson [69] assistant,changed [69] changed,#chatbot [69] #chatbot,game [69] game,#customerservice [69] #customerservice,latest [69] latest,announcement [65] watson,ai Top Word Pairs in Tweet in G3:
[188] bisa,diganti [187] sudah,bisa [186] pak,mentri [186] mentri,madien [186] madien,makarien [186] makarien,ada [186] ada,benarnya [186] benarnya,bahwa [186] bahwa,hapalan [186] hapalan,semakin Top Word Pairs in Tweet in G4:
[76] ibm,watson [21] ibm,ibm [20] watson,helps [20] helps,charissa [20] charissa,thompson [20] thompson,fox [20] fox,sports [20] sports,kickoff [20] kickoff,team [20] team,quickly Top Word Pairs in Tweet in G5:
[103] #blockchain,#technology [56] fundamentals,#blockchain [56] #technology,transforming [56] transforming,industries [56] industries,adding [56] adding,visibility [53] ibmblockchain,fundamentals [46] learn,more [39] drive,#network [39] #network,#adoption Top Word Pairs in Tweet in G6:
[86] usual,brilliant [86] brilliant,article [86] article,stressing [86] stressing,need [86] need,build [86] build,rule [86] rule,law [86] law,swaminathan [86] swaminathan,40 [86] 40,million Top Word Pairs in Tweet in G7:
[21] ibm,watson [12] ibmnews,more [12] more,emotional [12] emotional,#cimon2 [12] #cimon2,returns [12] returns,iss [12] iss,thursday [12] thursday,henadoba [12] henadoba,lisahopeking [12] lisahopeking,speak Top Word Pairs in Tweet in G8:
[56] ibm,watson [34] watson,studio [34] doctors,credit [34] watson,saving [34] life,#digitalhealth [34] #digitalhealth,#healthtech [34] #healthtech,#ibmwatson [34] #ibmwatson,#datascience [33] #datascience,#bigdata [25] machine,learning Top Word Pairs in Tweet in G9:
[20] ibm,watson [15] supply,chain [11] learn,trends [10] supply,chains [9] reasons,need [9] need,better [9] better,view [9] view,#inventory [9] #inventory,#ibmsterling [8] chains,quantum Top Word Pairs in Tweet in G10:
[40] ibmwatson,#ai [40] #ai,lab [40] lab,releases [40] releases,groundbreaking [40] groundbreaking,research [40] research,ai [40] ai,#futureofwork [30] doctors,credit [30] watson,saving [30] life,#digitalhealth Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: