The graph represents a network of 3,045 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, 10 June 2019 at 12:14 UTC.
The tweets in the network were tweeted over the 9-day, 20-hour, 39-minute period from Friday, 31 May 2019 at 15:06 UTC to Monday, 10 June 2019 at 11:46 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 : 3045
Unique Edges : 5744
Edges With Duplicates : 3072
Total Edges : 8816
Number of Edge Types : 4
Mentions : 5005
Retweet : 2235
Tweet : 1497
Replies to : 79
Self-Loops : 1573
Reciprocated Vertex Pair Ratio : 0.0312224378197213
Reciprocated Edge Ratio : 0.0605542251111871
Connected Components : 664
Single-Vertex Connected Components : 384
Maximum Vertices in a Connected Component : 1656
Maximum Edges in a Connected Component : 6833
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.788958
Graph Density : 0.000630705859760189
Modularity : 0.570603
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1461] gt,gt [250] #ai,#chatbots [208] #chatbots,#ai [206] #chatbot,#chatbots [195] mikequindazzi,gt [187] #ai,#artificialintelligence [178] #ai,#machinelearning [169] #machinelearning,#deeplearning [158] gt,voicetechcarl [156] #bot,#bots Top Word Pairs in Tweet in G1:
[26] #ai,#chatbots [24] #chatbots,#ai [16] customer,service [14] https,t [14] t,co [14] find,out [13] #chatbots,bring [13] bring,new [13] new,personal [13] personal,edge Top Word Pairs in Tweet in G2:
[1044] gt,gt [186] mikequindazzi,gt [123] #machinelearning,#deeplearning [112] #ai,#machinelearning [107] #bigdata,#datascience [104] #chatbots,#machinelearning [100] mikequindazzi,#ai [98] #fintech,#chatbots [93] gt,#fintech [87] #ai,#artificialintelligence Top Word Pairs in Tweet in G3:
[119] #chatbots,medium [82] #chatbots,#ai [54] gt,gt [43] #ai,#chatbots [39] artificial,intelligence [28] #ai,#healthcare [27] #ai,#ml [25] healthcare,article [25] article,page [24] #digitalmarketing,#marketing Top Word Pairs in Tweet in G4:
[58] gt,gt [45] #ai,#artificialintelligence [40] #artificialintelligence,#machinelearning [36] botsociety,#chatbots [30] #machinelearning,#deeplearning [28] #messenger,#chatbots [27] over,50 [27] 50,consumers [27] consumers,prefer [27] prefer,online Top Word Pairs in Tweet in G5:
[24] #deeplearning,#dl [21] #artificialintelligence,#chatbots [20] #digitalmarketing,#contentmarketing [18] #artificialintelligence,#machinelearning [18] 10,best [18] best,#socialmediamarketing [18] #socialmediamarketing,tips [18] tips,#chatbots [18] #chatbots,becoming [18] becoming,essential Top Word Pairs in Tweet in G6:
[10] #chatbot,#chatbots [10] jeder,4 [10] 4,bundesbürger [10] bundesbürger,#chatbots [10] #chatbots,nutzen [10] nutzen,doch [10] doch,welche [10] welche,einsatzszenarien [10] einsatzszenarien,bieten [10] bieten,sich Top Word Pairs in Tweet in G7:
[53] sont,ils [53] ils,nos [53] nos,futurs [37] futurs,médecins [31] les,#chatbots [31] #chatbots,sont [29] les,chatbots [27] #esante,#hcsmeufr [26] médecins,bymaddyness [25] des,#chatbots Top Word Pairs in Tweet in G8:
[262] gt,gt [121] gt,voicetechcarl [118] voicetechcarl,gt [111] #chatbot,#chatbots [111] #chatbots,#bot [111] #bot,#bots [96] #voicefirst,#vui [94] #vui,#chatbot [46] voice,tech [46] tech,podcast Top Word Pairs in Tweet in G9:
[9] #customerexperience,#emergingtechnologies [9] #emergingtechnologies,#cxchat [9] #cxchat,summary [9] summary,#artificialintelligence [9] #artificialintelligence,#machinelearning [9] #machinelearning,customer [9] customer,#customerexperience [9] #customerexperience,#chatbots [9] #chatbots,#datascience [9] #datascience,#dataliteracy Top Word Pairs in Tweet in G10:
[11] #ia,#chatbots [9] #bots,#machinelearning [7] #employeeexperience,today [7] today,67 [7] 67,people [7] people,expect [7] expect,see [7] see,use [7] use,#chatbots [7] #chatbots,talking Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G4:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: