The graph represents a network of 4,519 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, 11 March 2022 at 13:35 UTC.
The requested start date was Friday, 11 March 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 7-day, 8-hour, 30-minute period from Thursday, 03 March 2022 at 16:23 UTC to Friday, 11 March 2022 at 00:54 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 : 4519
Unique Edges : 2424
Edges With Duplicates : 12000
Total Edges : 14424
Number of Edge Types : 5
Retweet : 5248
MentionsInRetweet : 6144
Tweet : 1649
Mentions : 833
Replies to : 550
Self-Loops : 1700
Reciprocated Vertex Pair Ratio : 0.0174165457184325
Reciprocated Edge Ratio : 0.0342368045649073
Connected Components : 1167
Single-Vertex Connected Components : 604
Maximum Vertices in a Connected Component : 625
Maximum Edges in a Connected Component : 7656
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.84858
Graph Density : 0.000240340793154985
Modularity : 0.356535
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,519 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, 11 March 2022 at 13:35 UTC.
The requested start date was Friday, 11 March 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 7-day, 8-hour, 30-minute period from Thursday, 03 March 2022 at 16:23 UTC to Friday, 11 March 2022 at 00:54 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:
[2273] #100daysofcode,#womenwhocode [1869] #womenwhocode,#python [1477] #python,#roblox [1163] #roblox,#robloxdev [629] #robloxdev,#machinelearning [554] #hjpatel,#100daysofcode [533] чатбот,єворог [507] #machinelearning,#twitme [495] мінцифра,запускає [495] запускає,чатбот Top Word Pairs in Tweet in G1:
[39] ai,chatbot [24] customer,service [13] whatsapp,chatbot [12] learn,more [11] artificial,intelligence [10] #ai,#chatbot [9] improve,customer [9] conversational,ai [9] chatbots,están [9] están,poniendo Top Word Pairs in Tweet in G2:
[513] чатбот,єворог [486] допоможи,зсу [486] зсу,знищити [486] знищити,окупанта [486] окупанта,мінцифра [486] мінцифра,запускає [486] запускає,чатбот [485] generalstaffua,допоможи [27] министерство,цифровой [27] цифровой,трансформации Top Word Pairs in Tweet in G3:
[444] mtn,zigi [402] stand,chance [291] zigi,chatbot [269] 4000,lucky [248] chance,4000 [242] win,between [236] between,n5k [223] n5k,n100m [165] lucky,winners [165] check,nin Top Word Pairs in Tweet in G4:
[2264] #100daysofcode,#womenwhocode [1861] #womenwhocode,#python [1472] #python,#roblox [1159] #roblox,#robloxdev [627] #robloxdev,#machinelearning [554] #hjpatel,#100daysofcode [507] #machinelearning,#twitme [375] #streamon,retweet [320] read,details [297] details,#hjpatel Top Word Pairs in Tweet in G5:
[201] ukrainian,forces [201] forces,created [201] created,chatbot [201] chatbot,asking [201] asking,ukrainians [201] ukrainians,coordinates [201] coordinates,russian [201] russian,forces [201] forces,see [200] michaelh992,ukrainian Top Word Pairs in Tweet in G6:
[58] #chatbots,#chatbot [50] #chatbot,#chatbots [24] customer,service [20] retirement,barriers [20] barriers,americans [20] americans,face [20] face,today [17] ending,chatbot's [17] chatbot's,'spiral [17] 'spiral,misery' Top Word Pairs in Tweet in G7:
[119] replika,#1 [119] #1,chatbot [119] chatbot,companion [119] companion,powered [119] powered,artificial [119] artificial,intelligence [118] intelligence,join [118] join,millions [118] millions,talking [118] talking,ai Top Word Pairs in Tweet in G8:
[76] regards,ipal [76] ipal,chatbot [63] official,touch [56] contact,details [46] dm,contact [46] details,clicking [42] clicking,link [42] link,below [38] assist,further [38] further,regards Top Word Pairs in Tweet in G9:
[22] customer,service [17] service,chatbots [15] #chatbot,chatbots_life [15] chatbots_life,#ai [15] #ai,#machinelearning [15] #machinelearning,#chatbots [15] #chatbots,jblefevre60 [15] jblefevre60,nicochan33 [15] nicochan33,kalydeoo [15] kalydeoo,ym78200 Top Word Pairs in Tweet in G10:
[58] #children,vulnerable [58] vulnerable,insecure [58] insecure,during [58] during,hostilities [58] hostilities,thanks [58] thanks,chatbot [58] chatbot,developed [58] developed,unicef [58] unicef,apukraine [57] unicef_ua,#children Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
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Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G7:
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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:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: