The graph represents a network of 18,252 Twitter users whose recent tweets contained "AI Ethics", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 1/6/2023 12:00:00 AM and 11/13/2023 1:19:35 PM. The network was obtained from Twitter on Tuesday, 14 November 2023 at 02:25 UTC.
The tweets in the network were tweeted over the 2652-day, 1-hour, 40-minute period from Tuesday, 09 August 2016 at 19:36 UTC to Monday, 13 November 2023 at 21:17 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 : 18252
Unique Edges : 18388
Edges With Duplicates : 13119
Total Edges : 31507
Number of Edge Types : 9
Replies to : 4296
MentionsInReplyTo : 2982
Tweet : 8910
Quote : 1691
Mentions : 9879
MentionsInQuote : 999
Retweet : 2074
MentionsInRetweet : 651
MentionsInQuoteReply : 25
Self-Loops : 11910
Reciprocated Vertex Pair Ratio : 0.0257875662113187
Reciprocated Edge Ratio : 0.0502785704579427
Connected Components : 7233
Single-Vertex Connected Components : 5194
Maximum Vertices in a Connected Component : 6570
Maximum Edges in a Connected Component : 16718
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.299834
Graph Density : 4.4182641132018E-05
Modularity : 0.519805
NodeXL Version : 1.0.1.523
Data Import : The graph represents a network of 18,252 Twitter users whose recent tweets contained "AI Ethics", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 1/6/2023 12:00:00 AM and 11/13/2023 1:19:35 PM. The network was obtained from Twitter on Tuesday, 14 November 2023 at 02:25 UTC.
The tweets in the network were tweeted over the 2652-day, 1-hour, 40-minute period from Tuesday, 09 August 2016 at 19:36 UTC to Monday, 13 November 2023 at 21:17 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 : TwitterSearch3
Graph Term : AI Ethics
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[3597] ai,ethics [1472] ethics,ai [1084] #ai,#ethics [942] artificial,intelligence [714] generative,ai [495] #rtitbot,#code [495] #news,#ethics [495] #ethics,#preppers [495] #ethics,#ai [495] #fresh,#survival Top Word Pairs in Tweet in G1:
[1451] ai,ethics [602] ethics,ai [366] #ai,#ethics [362] artificial,intelligence [310] generative,ai [277] responsible,ai [277] ai,development [242] use,ai [233] ethical,ai [225] ethical,considerations Top Word Pairs in Tweet in G2:
[363] ai,ethics [330] #ethics,#ai [160] #ai,#tech [97] #ethics,#tech [96] #ai,#ethics [91] digital,ethics [83] oxford,handbook [83] #ethics,#law [83] #surveillance,delusion [83] handbook,digital Top Word Pairs in Tweet in G3:
[338] #iot,#iiot [321] #digitaltransformation,#digitalenterprise [321] #iiot,#ai [320] #digitalenterprise,#digitaltrust [320] #digitaltrust,#iot [317] #aiot,#digitaltwin [316] #digitaltwin,#edgecomputing [316] #edgeai,#aiethics [313] #edgecomputing,#edgeai [311] #aiethics,#5g Top Word Pairs in Tweet in G4:
[73] ai,ethics [32] #ai,#aiethics [29] artificial,intelligence [27] #aiethics,#responsibleai [24] #ai,#artificialintelligence [24] #ai,#ethics [22] ethics,governance [22] ethics,ai [16] generative,ai [14] ai,safety Top Word Pairs in Tweet in G5:
[69] ai,ethics [33] #ai,#ethics [18] ethics,ai [15] artificial,intelligence [13] ai,development [12] used,responsibly [12] #ethics,#bias [12] thought,provoking [11] optimize,beneficial [11] impact,ai Top Word Pairs in Tweet in G6:
[62] data,ethics [60] reggie,townsend [57] ai,ethics [54] ethics,practice [45] vp,data [38] townsend,vp [21] practice,sas [18] #ai,#ethics [17] ethics,ai [14] practice,tells Top Word Pairs in Tweet in G7:
[52] ai,ethics [47] ai,alignment [45] openai,currently [45] discussing,ai [45] wise,ai [45] germans,discussing [45] alignment,masters [45] know,ai [45] good,know [45] harmful,depict Top Word Pairs in Tweet in G8:
[11] ai,ethics [8] nasdaq,market [8] market,site [7] site,discuss [7] ceo,chief [7] danielnewmanuv,ceo [7] analyst,thefuturumgroup [7] measurement,guardrails [7] thefuturumgroup,guest [7] chief,analyst Top Word Pairs in Tweet in G9:
[39] ai,ethics [10] latest,article [10] check,latest [8] #meta,#generativeai [7] ethics,ai [7] tech,digital [7] death,technology [7] afterlife,family [7] register,today [7] ai,death Top Word Pairs in Tweet in G10:
[93] ai,ethics [59] #ai,#ethics [38] #aiethics,#gpt4 [35] ethics,ai [20] ai,safety [20] discover,ethical [20] artificial,intelligence [17] complexities,artificial [16] intelligence,topappsai [14] #voicecloning,#syntheticvoices 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 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: