The graph represents a network of 5,644 Twitter users whose recent tweets contained "AI ethics", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 25 June 2022 at 10:14 UTC.
The tweets in the network were tweeted over the 9-day, 15-hour, 1-minute period from Wednesday, 15 June 2022 at 15:36 UTC to Saturday, 25 June 2022 at 06:38 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 : 5644
Unique Edges : 11673
Edges With Duplicates : 4545
Total Edges : 16218
Number of Edge Types : 5
Tweet : 1568
Retweet : 4395
MentionsInRetweet : 7355
Mentions : 2448
Replies to : 452
Self-Loops : 1672
Reciprocated Vertex Pair Ratio : 0.039197105444521
Reciprocated Edge Ratio : 0.0754372875735721
Connected Components : 1092
Single-Vertex Connected Components : 731
Maximum Vertices in a Connected Component : 3374
Maximum Edges in a Connected Component : 13427
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.294567
Graph Density : 0.00037875491081504
Modularity : 0.607372
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,644 Twitter users whose recent tweets contained "AI ethics", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 25 June 2022 at 10:14 UTC.
The tweets in the network were tweeted over the 9-day, 15-hour, 1-minute period from Wednesday, 15 June 2022 at 15:36 UTC to Saturday, 25 June 2022 at 06:38 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 : TwitterSearch
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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1309] ai,ethics [778] timnitgebru,mmitchell_ai [640] ethics,ai [324] #ai,#ethics [309] ai,sentient [293] boris,johnson's [292] ethics,adviser [282] johnson's,ethics [280] itv,news [280] news,star Top Word Pairs in Tweet in G1:
[768] timnitgebru,mmitchell_ai [223] ed,timnitgebru [162] ai,ethics [159] favorite,comment [159] comment,mmitchell_ai [159] mmitchell_ai,ed [159] ed,ai [159] ai,noun [159] noun,executive [159] executive,dream Top Word Pairs in Tweet in G2:
[279] ai,ethics [90] ai,sentient [85] ethics,ai [67] people,believe [66] warned,google [66] google,people [64] believe,ai [64] sentient,happening [50] trump,nevermind [50] deep,fakes Top Word Pairs in Tweet in G3:
[182] ai,ethics [152] #datascience,#python [152] #python,#programming [152] #cloud,#analytics [152] #analytics,#data [152] #flutter,#serverless [152] #nlp,#digitalhealth [152] #bigdata,#rstats [152] #rstats,#iot [144] #ai,#ethics Top Word Pairs in Tweet in G4:
[270] boris,johnson's [270] ethics,adviser [269] itv,news [269] news,star [269] star,robert [269] robert,peston [269] peston,forced [269] forced,humiliating [269] humiliating,climbdown [269] climbdown,falsely Top Word Pairs in Tweet in G5:
[70] ai,ethics [65] artificial,intelligence [64] know,correlation [48] warned,google [48] people,believe [47] #ai,ethics [46] believe,ai [43] #ai,#ethics [42] google,people [38] ai,sentient Top Word Pairs in Tweet in G6:
[84] ai,ethics [40] #ai,#ethics [34] arts,humanities [31] ethics,regulation [25] responsible,ai [25] #aisummit,#ltw2022 [22] facial,recognition [20] future,ai [18] recognition,tool [18] ethics,overhaul Top Word Pairs in Tweet in G7:
[122] น,งหาเร [122] งหาเร,ยนหาอ [122] ยนหาอ,านพวกเร [122] านพวกเร,องสก [122] องสก,ลแบบ [122] ลแบบ,project [122] project,management [122] management,digital [122] digital,marketing [122] marketing,ux Top Word Pairs in Tweet in G8:
[35] #ethics,#tech [30] ai,ethics [25] ethics,ai [24] #ethics,#ai [20] #tech,#ai [17] #ai,#tech [17] use,cases [15] artificial,intelligence [15] journalistic,ethics [14] #tech,#business Top Word Pairs in Tweet in G9:
[47] job,postdoctoral [47] postdoctoral,research [47] research,fellow [47] fellow,philosophy [47] philosophy,ucl [47] ucl,join [47] join,project [47] project,governance [47] governance,online [47] online,speech Top Word Pairs in Tweet in G10:
[14] ethics,experts [12] ball,confusion [12] confusion,one [12] one,google's [12] google's,former [12] former,ethics [12] experts,understand [12] understand,difference [12] difference,between [12] between,sentience Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
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 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: