The graph represents a network of 3,989 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 September 2021 at 22:45 UTC.
The tweets in the network were tweeted over the 9-day, 6-hour, 4-minute period from Thursday, 16 September 2021 at 16:01 UTC to Saturday, 25 September 2021 at 22:05 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 : 3989
Unique Edges : 9798
Edges With Duplicates : 3726
Total Edges : 13524
Number of Edge Types : 5
Retweet : 3560
MentionsInRetweet : 6862
Mentions : 1814
Tweet : 1034
Replies to : 254
Self-Loops : 1095
Reciprocated Vertex Pair Ratio : 0.0445891783567134
Reciprocated Edge Ratio : 0.0853717026378897
Connected Components : 591
Single-Vertex Connected Components : 310
Maximum Vertices in a Connected Component : 2606
Maximum Edges in a Connected Component : 11653
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.284825
Graph Density : 0.000655325213544871
Modularity : 0.588053
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,989 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 September 2021 at 22:45 UTC.
The tweets in the network were tweeted over the 9-day, 6-hour, 4-minute period from Thursday, 16 September 2021 at 16:01 UTC to Saturday, 25 September 2021 at 22:05 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:
[814] artificial,intelligence [614] ai,ethics [533] big,tech [518] timnit,gebru [488] #100daysofcode,#python [454] #ai,#ethics [447] ai,research [445] research,plan [445] plan,hold [443] tech,accountable Top Word Pairs in Tweet in G1:
[456] timnit,gebru [430] big,tech [420] research,plan [420] plan,hold [419] tech,accountable [416] hold,big [415] ai,research [414] gebru,ousted [414] ousted,google [414] google,over Top Word Pairs in Tweet in G2:
[176] #ai,#ethics [99] #artificialintelligence,#ai [85] artificial,intelligence [69] nicochan33,betamoroney [61] #100daysofcode,#python [59] immbm,jblefevre60 [57] #machinelearning,#deeplearning [57] ethics,#machinelearning [55] ai,ethics [53] tobiaskintzel,frronconi Top Word Pairs in Tweet in G3:
[469] artificial,intelligence [408] #100daysofcode,#python [259] ethics,artificial [258] #artificialintelligence,#ai [257] #python,#machinelearning [248] #datascience,#100daysofcode [247] talk,tech [247] tech,regulation [247] regulation,ethics [245] #bigdata,#deeplearning Top Word Pairs in Tweet in G4:
[97] ai,ethics [29] ethics,ai [22] big,tech [16] ethics,chief [16] plan,rethink [16] rethink,big [15] chief,plan [14] ai,development [14] development,guided [14] guided,ethics Top Word Pairs in Tweet in G5:
[30] artificial,intelligence [28] ai,ethics [25] #artificialintelligence,#ai [23] ethics,artificial [19] #100daysofcode,#python [16] #girlswhocode,#womenintech [16] #womenintech,#womeninstem [16] #womeninstem,#coding [16] #coding,#programing [16] #programing,#language Top Word Pairs in Tweet in G6:
[30] artificial,intelligence [27] ai,ethics [25] #aiethics,#ethicalai [21] #ai,#ethics [21] #ethicalai,#responsibleai [21] #ethics,#aiethics [19] intervals,parolees [19] parolees,bracelets [19] bracelets,collect [19] collect,time Top Word Pairs in Tweet in G7:
[77] gender,ethics [77] ethics,perspective [49] report,upcoming [49] upcoming,event [49] event,releasing [49] releasing,first [49] first,part [49] part,series [49] series,engendering [49] engendering,ai Top Word Pairs in Tweet in G8:
[19] #ai,#ethics [15] ethical,challenges [14] ai,ethics [12] cc,miad [12] subscribed,bloomberg [12] bloomberg,read [12] read,timnit [12] timnit,gebru [12] gebru,always [11] ethics,politics Top Word Pairs in Tweet in G9:
[37] #ai,#ethics [27] ethical,#ai [25] content,moderation [25] moderation,becoming [25] becoming,big [25] big,business [25] business,ai [25] ai,enlisted [25] enlisted,help [25] help,#aiandbusinessstrategy Top Word Pairs in Tweet in G10:
[100] philosophy,technology [100] technology,design [50] fully,revised [50] free,online [50] online,course [50] course,philosophy [50] weeks,hours [50] hours,study [50] study,load [50] load,each Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: