The graph represents a network of 5,441 Twitter users whose recent tweets contained "chatbot", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 12/29/2022 5:00:32 PM. The network was obtained from Twitter on Friday, 30 December 2022 at 13:48 UTC.
The tweets in the network were tweeted over the 2054-day, 6-hour, 12-minute period from Monday, 15 May 2017 at 18:48 UTC to Friday, 30 December 2022 at 01:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 5441
Unique Edges : 3022
Edges With Duplicates : 7911
Total Edges : 10933
Number of Edge Types : 9
Tweet : 1816
Retweet : 2393
MentionsInRetweet : 2863
Mentions : 723
MentionsInReplyTo : 1676
Replies to : 1211
Quote : 120
MentionsInQuote : 102
MentionsInQuoteReply : 29
Self-Loops : 2355
Reciprocated Vertex Pair Ratio : 0.0567960112724908
Reciprocated Edge Ratio : 0.107487179487179
Connected Components : 1658
Single-Vertex Connected Components : 901
Maximum Vertices in a Connected Component : 1193
Maximum Edges in a Connected Component : 3158
Maximum Geodesic Distance (Diameter) : 28
Average Geodesic Distance : 7.318003
Graph Density : 0.000164701287609328
Modularity : 0.485079
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,441 Twitter users whose recent tweets contained "chatbot", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 12/29/2022 5:00:32 PM. The network was obtained from Twitter on Friday, 30 December 2022 at 13:48 UTC.
The tweets in the network were tweeted over the 2054-day, 6-hour, 12-minute period from Monday, 15 May 2017 at 18:48 UTC to Friday, 30 December 2022 at 01:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[489] ai,chatbot [401] full,video [395] video,private [387] private,channel [331] channel,inquiries [317] inquiries,click [219] exhibdares,trailer [208] naghubad,ako [208] chickeck,nung [208] nung,caretaker Top Word Pairs in Tweet in G1:
[140] ai,chatbot [42] chatgpt,ai [34] chatgpt,chatbot [33] artificial,intelligence [30] chatbot,answer [28] inevitable,cheating [27] elon,musk [26] chatbot,chatgpt [26] minister's,questions [26] prime,minister's Top Word Pairs in Tweet in G2:
[401] full,video [395] video,private [387] private,channel [331] channel,inquiries [317] inquiries,click [219] exhibdares,trailer [208] caretaker,yun [208] ako,habang [208] wifi,full [208] naghubad,ako Top Word Pairs in Tweet in G3:
[32] sign,language [32] language,life [32] audible,language [32] gloves,turn [32] life,changing [32] turn,sign [32] language,audible [32] deaf,people [32] changing,invention [32] invention,deaf Top Word Pairs in Tweet in G4:
[81] ai,chatbot [78] build,intelligent [78] python,#python [78] intelligent,ai [78] chatbot,python [77] pythonpr,build [73] using,python [73] based,chatbot [73] chatbot,using [73] #python,#chatgpt Top Word Pairs in Tweet in G5:
[129] chatgpt,created [129] created,coded [129] coded,show [129] machine,apparently [129] local,machine [129] run,local [129] show,run [128] apparently,ch [128] adrian_twarog,chatgpt [14] ai,chatbot Top Word Pairs in Tweet in G6:
[131] chatbot,below [131] gpt,check [131] check,make [131] year,chat [131] chat,gpt [131] 2023,year [131] make,money [131] money,chatbot [130] hustleconnect,2023 Top Word Pairs in Tweet in G7:
[21] coincidentally,available [12] available,acquisition [7] chatbot,openai [7] artificial,intelligence [7] ai,chatbot [7] openai's,#chatgpt [6] #chatgpt3,#chatbots [6] acquisition,chatdealer [6] tag,content [6] free,instalments Top Word Pairs in Tweet in G8:
[39] #python,#javascript [38] #engineering,#smartcontracts [38] #bot,#python [38] #chatbots,#cicd [38] help,create [38] website,design [38] #mlops,#k8s [38] #github,#engineering [38] bot,website [38] developer,help Top Word Pairs in Tweet in G9:
[42] #programming,#ai [41] #cloud,#programming [41] #data,#smartcities [41] #smartcities,#cloud [38] #ai,#datascience [36] #datascience,#bigdata [36] cheat,sheet [36] #iiot,#data [36] chat,bot [36] vs,#ai Top Word Pairs in Tweet in G10:
[81] god,andrew [81] marketing,chatbot [81] multi,level [81] andrew,tate [81] chatbot,powered [81] powered,intercom [81] tate,multi [81] level,marketing [81] oh,god [80] catthekin,oh Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
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:
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:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: