The graph represents a network of 4,300 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, 31 July 2020 at 12:22 UTC.
The requested start date was Friday, 31 July 2020 at 00:01 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, 6-hour, 30-minute period from Sunday, 26 July 2020 at 16:38 UTC to Thursday, 30 July 2020 at 23:08 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 : 4300
Unique Edges : 3059
Edges With Duplicates : 4888
Total Edges : 7947
Number of Edge Types : 5
Retweet : 1798
MentionsInRetweet : 2159
Replies to : 805
Tweet : 2244
Mentions : 941
Self-Loops : 2319
Reciprocated Vertex Pair Ratio : 0.0233236151603499
Reciprocated Edge Ratio : 0.0455840455840456
Connected Components : 1582
Single-Vertex Connected Components : 932
Maximum Vertices in a Connected Component : 1070
Maximum Edges in a Connected Component : 3556
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.940089
Graph Density : 0.000189876499131761
Modularity : 0.496569
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 4,300 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, 31 July 2020 at 12:22 UTC.
The requested start date was Friday, 31 July 2020 at 00:01 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, 6-hour, 30-minute period from Sunday, 26 July 2020 at 16:38 UTC to Thursday, 30 July 2020 at 23:08 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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[190] #chatbot,#chatbots [140] bank,mandiri [139] mita,hadir [139] hadir,official [139] official,account [139] account,whatsapp [139] whatsapp,bank [139] mandiri,untuk [139] untuk,memberikan [139] memberikan,berbagai Top Word Pairs in Tweet in G1:
[36] ai,chatbot [18] customer,service [17] over,over [17] chatbot,pay [14] facebook,messenger [13] using,chatbot [12] chatbot,development [12] eighth,grader [12] grader,builds [12] ibm,watson Top Word Pairs in Tweet in G2:
[60] #adtech,#advertising [53] #advertising,#datamining [46] #ai,#machinelearning [39] #datamining,#app [39] #chatbot,#chatbots [36] #artificialintelligence,#ai [36] gt,gt [33] voice,search [30] customer,service [29] trends,look Top Word Pairs in Tweet in G3:
[125] #chatbot,#chatbots [59] #chatbots,#chatbot [35] pros,cons [31] cons,chatbot [31] chatbot,automation [28] #chatbots,#marketing [27] chatbot,ai [26] ai,apocalypse [22] automation,#chatbot [21] apocalypse,bad Top Word Pairs in Tweet in G4:
[39] customers,already [39] already,frustrated [39] frustrated,during [39] during,lockdown [39] lockdown,bad [38] bad,service [38] service,late [34] late,responses [30] responses,ruin [19] interact,customers Top Word Pairs in Tweet in G5:
[98] hi,regret [98] regret,inconvenience [84] inconvenience,caused [69] dm,contact [64] contact,details [60] ipal,chatbot [59] regards,ipal [57] details,clicking [56] clicking,link [47] please,dm Top Word Pairs in Tweet in G6:
[58] meanwhile,#india [58] #india,india's [58] india's,yes [58] yes,bank [58] bank,launched [58] launched,banking [58] banking,service [58] service,whatsapp [58] whatsapp,using [58] using,chatbot Top Word Pairs in Tweet in G7:
[8] still,waiting [7] waiting,refund [7] ryanair,still [6] ryanair,chatbot [6] cancelled,march [6] requested,refund [5] refund,flights [5] ryanair,hi [5] human,chatbot [5] flights,spain Top Word Pairs in Tweet in G8:
[23] chatbot,whatsapp [21] whatsapp,ifcn [19] awesome,whatsapp [19] whatsapp,messages [19] messages,70 [19] 70,engagement [19] engagement,rate [18] rate,start [18] start,engaging [18] #cocuyochequea,chatbot Top Word Pairs in Tweet in G9:
[40] #conversationalui,#chatbot [32] year,old [27] 13,year [26] #ai,chatbot [22] rita,#ai [22] chatbot,built [22] built,13 [22] old,taking [22] taking,free [22] free,ibmwatson Top Word Pairs in Tweet in G10:
[140] bank,mandiri [139] mita,hadir [139] hadir,official [139] official,account [139] account,whatsapp [139] whatsapp,bank [139] mandiri,untuk [139] untuk,memberikan [139] memberikan,berbagai [139] berbagai,informasi Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: