The graph represents a network of 3,950 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 Saturday, 16 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 3-day, 15-hour, 33-minute period from Monday, 11 November 2019 at 09:26 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 : 3950
Unique Edges : 4330
Edges With Duplicates : 2016
Total Edges : 6346
Number of Edge Types : 3
Replies to : 398
Mentions : 3611
Tweet : 2337
Self-Loops : 2337
Reciprocated Vertex Pair Ratio : 0.0248829039812646
Reciprocated Edge Ratio : 0.0485575549842902
Connected Components : 1426
Single-Vertex Connected Components : 869
Maximum Vertices in a Connected Component : 958
Maximum Edges in a Connected Component : 2613
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.280983
Graph Density : 0.00022444393869943
Modularity : 0.621192
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 3,950 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 Saturday, 16 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 3-day, 15-hour, 33-minute period from Monday, 11 November 2019 at 09:26 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:
[192] #ai,#ia [186] artificial,intelligence [182] #ia,#bigdata [154] #bigdata,#blockchain [153] facebook,messenger [129] https,t [129] t,co [114] #blockchain,#robots [111] #ai,#chatbot [104] collecting,anonymous Top Word Pairs in Tweet in G1:
[37] ai,chatbot [22] facebook,messenger [20] customer,service [20] check,out [20] 14,best [20] best,ai [20] chatbot,platforms [20] platforms,increase [20] increase,conversions [20] conversions,2020 Top Word Pairs in Tweet in G2:
[182] #ai,#ia [174] #ia,#bigdata [147] #bigdata,#blockchain [119] artificial,intelligence [109] #blockchain,#robots [68] #robots,#startup [60] agence,création [60] création,#chatbots [60] #chatbots,messenger [41] wiwer77,artificial Top Word Pairs in Tweet in G3:
[17] create,chatbot [17] 6,chatbot [17] chatbot,trends [17] trends,take [17] take,2020 [17] 2020,storm [16] chatbot,website [16] website,react [16] react,node [16] node,js 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:
[19] #ai,#chatbot [14] #chatbots,#ai [12] chatbot,trends [12] artificial,intelligence [11] customer,service [11] service,needs [11] needs,prepare [11] prepare,now [11] now,ai [11] ai,artificial Top Word Pairs in Tweet in G6:
[28] cdiscount,rend [28] rend,catalogue [28] catalogue,disponible [28] disponible,avec [25] facebook,messenger [23] avec,chatbot [22] chatbot,facebook [15] messenger,lusinedigitale [6] cdiscount,teste [6] teste,actuellement 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:
[19] cmu,africa [16] facebook,chatbot [16] chatbot,here [16] here,#askandrew [16] #askandrew,necessary [16] necessary,information [16] information,cmu [15] chatbot,future [15] future,marketing [15] marketing,doubt Top Word Pairs in Tweet in G9:
[66] join,exclusive [66] exclusive,#facebook [66] #facebook,marketing [66] marketing,community [66] community,regular [66] regular,tips [66] tips,advice [66] advice,learn [66] learn,advanced [64] advanced,facebook Top Word Pairs in Tweet in G10:
[58] jefa,gobierno [58] mensajes,automatizados [58] whatever,means [57] cuenta,jefa [57] gobierno,mensajes [57] automatizados,whatever [57] means,laagenciacdmx [56] ppmerino,cuenta [56] laagenciacdmx,gestiona [56] gestiona,cuentas Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G8:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: