The graph represents a network of 3,914 Twitter users whose tweets in the requested range contained "chatbot", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 15 November 2019 at 06:33 UTC.
The requested start date was Friday, 15 November 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 4-day, 2-hour, 44-minute period from Sunday, 10 November 2019 at 22:15 UTC to Friday, 15 November 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 : 3914
Unique Edges : 4216
Edges With Duplicates : 2053
Total Edges : 6269
Number of Edge Types : 3
Replies to : 403
Mentions : 3422
Tweet : 2444
Self-Loops : 2444
Reciprocated Vertex Pair Ratio : 0.0244424075771463
Reciprocated Edge Ratio : 0.0477184610796302
Connected Components : 1452
Single-Vertex Connected Components : 895
Maximum Vertices in a Connected Component : 914
Maximum Edges in a Connected Component : 2529
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 6.148531
Graph Density : 0.000218928793752622
Modularity : 0.609699
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 3,914 Twitter users whose tweets in the requested range contained "chatbot", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 15 November 2019 at 06:33 UTC.
The requested start date was Friday, 15 November 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 4-day, 2-hour, 44-minute period from Sunday, 10 November 2019 at 22:15 UTC to Friday, 15 November 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 : chatbot
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 : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[169] artificial,intelligence [156] #ai,#ia [154] #ia,#bigdata [154] facebook,messenger [135] #bigdata,#blockchain [126] https,t [126] t,co [104] collecting,anonymous [104] anonymous,sexual [104] sexual,harassment Top Word Pairs in Tweet in G1:
[37] ai,chatbot [22] facebook,messenger [21] customer,service [20] 14,best [20] best,ai [20] chatbot,platforms [20] platforms,increase [20] increase,conversions [20] conversions,2020 [19] chatbot,facebook Top Word Pairs in Tweet in G2:
[28] #chatbots,#ai [26] chatbot,trends [22] transferring,chatbot [22] chatbot,conversations [22] conversations,human [20] 6,chatbot [20] trends,take [20] take,2020 [20] 2020,storm [20] create,chatbot Top Word Pairs in Tweet in G3:
[132] #ai,#ia [131] #ia,#bigdata [113] #bigdata,#blockchain [90] artificial,intelligence [85] #blockchain,#robots [69] agence,création [69] création,#chatbots [69] #chatbots,messenger [55] #robots,#startup [38] bristowcolin,insurtechforum Top Word Pairs in Tweet in G4:
[104] collecting,anonymous [104] anonymous,sexual [104] sexual,harassment [104] harassment,reports [104] reports,report [104] report,chatbot [104] chatbot,https [104] https,t [104] t,co [102] co,mp5falqjgu Top Word Pairs in Tweet in G5:
[28] cdiscount,rend [28] rend,catalogue [28] catalogue,disponible [28] disponible,avec [25] facebook,messenger [23] avec,chatbot [22] chatbot,facebook [15] messenger,lusinedigitale [5] cdiscount,teste [5] teste,actuellement Top Word Pairs in Tweet in G6:
[42] build,multi [42] multi,lingual [42] lingual,chatbot [42] chatbot,ibm [42] ibm,translation [42] translation,api [42] api,ably [42] ably,sarah_chima [32] sarah_chima,build [13] build,chatbot Top Word Pairs in Tweet in G7:
[13] pour,accompagner [12] notre,#chatbot [11] améliorer,relation [11] direct,c [11] c,est [11] est,jour [11] jour,j [11] à,#microsoft [11] #microsoft,envision [11] envision,tour Top Word Pairs in Tweet in G8:
[18] customer,service [15] service,needs [15] needs,prepare [15] prepare,now [15] now,ai [15] ai,artificial [15] artificial,intelligence [15] intelligence,#chatbot [15] chatbot,builder [15] builder,create Top Word Pairs in Tweet in G9:
[19] cmu,africa [16] facebook,chatbot [16] chatbot,here [16] here,#askandrew [16] #askandrew,necessary [16] necessary,information [16] information,cmu [14] chatbot,future [14] future,marketing [14] marketing,doubt Top Word Pairs in Tweet in G10:
[58] mensajes,automatizados [58] whatever,means [57] cuenta,jefa [57] jefa,gobierno [57] gobierno,mensajes [57] automatizados,whatever [57] means,laagenciacdmx [56] ppmerino,cuenta [56] laagenciacdmx,gestiona [56] gestiona,cuentas Top Replied-To in Entire Graph:
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Top Replied-To in G10:
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: