The graph represents a network of 4,862 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, 03 April 2020 at 11:53 UTC.
The requested start date was Friday, 03 April 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 2-day, 21-hour, 46-minute period from Tuesday, 31 March 2020 at 02:14 UTC to Friday, 03 April 2020 at 00:00 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 : 4862
Unique Edges : 5706
Edges With Duplicates : 1352
Total Edges : 7058
Number of Edge Types : 4
Tweet : 1490
Replies to : 336
Mentions : 971
MentionsInRetweet : 4261
Self-Loops : 1490
Reciprocated Vertex Pair Ratio : 0.0177220230983672
Reciprocated Edge Ratio : 0.0348268440618274
Connected Components : 1202
Single-Vertex Connected Components : 624
Maximum Vertices in a Connected Component : 1404
Maximum Edges in a Connected Component : 3146
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.998568
Graph Density : 0.000216254575681951
Modularity : 0.739041
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 4,862 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, 03 April 2020 at 11:53 UTC.
The requested start date was Friday, 03 April 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 2-day, 21-hour, 46-minute period from Tuesday, 31 March 2020 at 02:14 UTC to Friday, 03 April 2020 at 00:00 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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[551] covid,19 [443] interactive,chatbot [426] viber,fight [426] misinformation,interactive [418] multiple,languages [416] chatbot,multiple [408] fight,#covid19 [408] #covid19,misinformation [407] languages,co [399] co,sme1ip3j6u Top Word Pairs in Tweet in G1:
[82] covid,19 [27] ø,ø [26] ãƒ,ム[25] #chatbot,#chatbots [20] whatsapp,chatbot [17] atención,psicológica [17] través,chatbot [16] psicológica,través [15] customer,service [15] ì,ë Top Word Pairs in Tweet in G2:
[414] interactive,chatbot [400] viber,fight [400] misinformation,interactive [399] fight,#covid19 [399] #covid19,misinformation [399] chatbot,multiple [399] multiple,languages [398] languages,co [390] co,sme1ip3j6u [174] viber,chatbot Top Word Pairs in Tweet in G3:
[92] #ai,#ia [92] #ia,#bigdata [72] #bigdata,#blockchain [69] #blockchain,#robots [66] #chatbots,#chatbot [55] #chatbot,#chatbots [54] #conversationalui,#chatbot [54] àµ,ൠ[45] artificial,intelligence [43] gt,gt Top Word Pairs in Tweet in G4:
[232] launches,covid [232] covid,19 [232] helpline,chatbot [230] 19,helpline [230] chatbot,everyone [230] everyone,access [230] number,91 [230] 91,88000 [230] 88000,07722 [221] delhi,government Top Word Pairs in Tweet in G5:
[166] #coronaupdate,whatsapp [166] whatsapp,chatbot [166] chatbot,number [166] number,919072220183 [166] 919072220183,those [166] those,need [166] need,know [166] know,official [166] official,information [165] shailajateacher,#coronaupdate Top Word Pairs in Tweet in G6:
[31] watson,assistant [30] chatbot,website [29] #chatbots,#chatbot [28] covid,19 [23] fight,misinformation [22] human,chatbot [18] abscbnnews,viber [17] use,watson [17] assistant,apis [17] apis,connect Top Word Pairs in Tweet in G7:
[99] whatsapp,message [99] message,61 [99] go,web [99] web,browser [95] ausgov,whatsapp [68] browser,#covid19 [50] 61,400253787 [50] 400253787,go [49] 61,400 [49] 400,253 Top Word Pairs in Tweet in G8:
[83] twc,chatbot [83] chatbot,instantly [83] instantly,answer [82] question,unemployment [82] unemployment,claims [82] claims,process [82] process,meet [82] meet,larry [82] larry,twc [82] answer,forty Top Word Pairs in Tweet in G9:
[54] olportal's,ai [54] ai,training [54] training,module [54] module,setting [54] setting,benchmarks [54] benchmarks,better [54] better,existing [54] existing,ai [54] ai,systems [54] systems,read Top Word Pairs in Tweet in G10:
[53] agreguen,chatbot [53] chatbot,oms [53] oms,whatsapp [53] whatsapp,mandele [53] mandele,mensaje [53] mensaje,diga [53] diga,hola [50] ahã,paso [50] paso,nãºmero [50] nãºmero,agreguen 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 G6:
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 G5:
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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 G5:
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Top Tweeters in G9:
Top Tweeters in G10: