The graph represents a network of 7,554 Twitter users whose recent tweets contained "chatbots", 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, 01 April 2019 at 10:10 UTC.
The tweets in the network were tweeted over the 9-day, 20-hour, 48-minute period from Friday, 22 March 2019 at 12:36 UTC to Monday, 01 April 2019 at 09:25 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 : 7554
Unique Edges : 12775
Edges With Duplicates : 5274
Total Edges : 18049
Number of Edge Types : 4
Tweet : 3741
Retweet : 4578
Mentions : 9375
Replies to : 355
Self-Loops : 3874
Reciprocated Vertex Pair Ratio : 0.026322450012655
Reciprocated Edge Ratio : 0.0512946979038224
Connected Components : 2133
Single-Vertex Connected Components : 1476
Maximum Vertices in a Connected Component : 3585
Maximum Edges in a Connected Component : 12686
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.114907
Graph Density : 0.000213213965761886
Modularity : 0.611778
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1069] gt,gt [356] #ai,#chatbots [344] #ai,#machinelearning [277] vr,ar [276] web,marketing [261] voice,search [247] artificial,intelligence [244] 4,chatbots [244] chatbots,5 [244] think,big Top Word Pairs in Tweet in G1:
[121] fight,back [118] chatbots,fight [103] britain's,'bullied' [101] 'bullied',chatbots [65] weekend,favs [65] favs,march [65] march,30 [63] customer,service [56] ai,chatbots [38] artificial,intelligence Top Word Pairs in Tweet in G2:
[820] gt,gt [158] #ai,#machinelearning [154] #chatbots,#nlp [137] #rt,cc [125] mikequindazzi,gt [116] #artificialintelligence,#chatbots [107] cc,mikequindazzi [101] #bigdata,#deeplearning [100] #chatbots,#virtualassistant [98] #ai,scams Top Word Pairs in Tweet in G3:
[181] #chatbot,#chatbots [180] gt,gt [101] 10,best [89] #ai,#chatbots [85] #bot,#bots [85] best,#socialmediamarketing [85] #socialmediamarketing,tips [79] becoming,essential [78] continues,grow [78] grow,rapidly Top Word Pairs in Tweet in G4:
[262] web,marketing [261] vr,ar [236] voice,search [233] this'll,very [233] very,unpopular [233] unpopular,think [233] think,much [233] much,impact [233] impact,web [233] marketing,1 Top Word Pairs in Tweet in G5:
[28] medium,blog [24] digital,assistant [22] changes,rapidly [21] watson,technology [21] technology,rbs [21] rbs,built [21] built,cora [21] cora,#ai [21] #ai,powered [21] powered,digital Top Word Pairs in Tweet in G6:
[89] #fintech,#ai [79] #ai,#machinelearning [79] #chatbots,#technology [77] 5,hottest [77] hottest,technologies [77] technologies,#banking [77] #banking,probably [77] probably,think [77] think,#fintech [77] #machinelearning,#chatbots Top Word Pairs in Tweet in G7:
[31] 11,interesting [31] interesting,examples [31] examples,use [24] major,platform [24] platform,create [24] create,chatbots [24] chatbots,#chabots [24] #chabots,#chatbotplatforms [24] #chatbotplatforms,techiexpert [22] use,chatbots Top Word Pairs in Tweet in G8:
[117] still,remember [117] remember,'bts [117] 'bts,chatbots' [2] luvekth,chatbots [2] chatbots,basically [2] basically,interactive [2] interactive,fanfic [2] fanfic,fb [2] fb,messenger [2] messenger,chat Top Word Pairs in Tweet in G9:
[117] #chatbots,completely [117] completely,handle [117] handle,#customers [117] #customers,testmagazine [117] testmagazine,#ttbs [117] #ttbs,#techtalk [117] #techtalk,#timetodobig [117] #timetodobig,#dobig [117] #dobig,#justdobig [117] #justdobig,#technology Top Word Pairs in Tweet in G10:
[22] #ai,#machinelearning [19] #ai,#artificialintelligence [16] artificial,intelligence [15] #machinelearning,#deeplearning [14] #artificialintelligence,#chatbots [14] #ai,#chatbots [12] #technology,#ai [11] #future,#automation [10] #chatbots,#bot [10] #chatbots,#marketing 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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