The graph represents a network of 4,673 Twitter users whose tweets in the requested range contained "(Artificial Intelligence) OR #AI", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 17 June 2021 at 04:58 UTC.
The requested start date was Thursday, 17 June 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 1-hour, 0-minute period from Monday, 14 June 2021 at 23:00 UTC to Thursday, 17 June 2021 at 00:01 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 : 4673
Unique Edges : 5136
Edges With Duplicates : 15007
Total Edges : 20143
Number of Edge Types : 5
Mentions : 3374
Retweet : 6063
MentionsInRetweet : 8234
Tweet : 2301
Replies to : 171
Self-Loops : 2415
Reciprocated Vertex Pair Ratio : 0.0145985401459854
Reciprocated Edge Ratio : 0.0287769784172662
Connected Components : 604
Single-Vertex Connected Components : 283
Maximum Vertices in a Connected Component : 3384
Maximum Edges in a Connected Component : 18370
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.178826
Graph Density : 0.000407470487704065
Modularity : 0.363908
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 4,673 Twitter users whose tweets in the requested range contained "(Artificial Intelligence) OR #AI", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 17 June 2021 at 04:58 UTC.
The requested start date was Thursday, 17 June 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 1-hour, 0-minute period from Monday, 14 June 2021 at 23:00 UTC to Thursday, 17 June 2021 at 00:01 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 : (Artificial Intelligence) OR #AI
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:
[2144] artificial,intelligence [595] #bigdata,#analytics [522] #datascience,#ai [480] #ai,#machinelearning [452] #analytics,#datascience [430] #iot,#iiot [403] machine,learning [358] #machinelearning,#bigdata [292] #ai,#artificialintelligence [277] #ai,#iot Top Word Pairs in Tweet in G1:
[1042] artificial,intelligence [69] machine,learning [42] intelligence,ai [34] #ai,#intoainews [31] using,artificial [30] intelligence,machine [25] #ai,#artificialintelligence [23] #artificialintelligence,#ai [23] data,science [23] better,humans Top Word Pairs in Tweet in G2:
[54] #ai,powered [52] powered,translator [52] translator,american [52] american,sign [52] sign,language [50] amazing,#ai [50] language,#asl [50] #asl,ricardosantana [42] ricardosantana,pascal_bornet [40] univercurious,amazing Top Word Pairs in Tweet in G3:
[572] #bigdata,#analytics [483] #datascience,#ai [442] #analytics,#datascience [417] #iot,#iiot [340] #machinelearning,#bigdata [328] #ai,#machinelearning [306] artificial,intelligence [245] #python,#rstats [202] #ai,#iot [196] #machinelearning,#iot Top Word Pairs in Tweet in G4:
[178] artificial,intelligence [81] #ai,#ml [48] #ml,#dl [32] #ai,#machinelearning [31] learn,more [27] analytics,#ai [24] coffee,talk [24] using,#ai [21] machine,learning [21] #ai,#cryptosignals Top Word Pairs in Tweet in G5:
[87] artificial,intelligence [15] #cloudnews,#クラウド [14] #クラウド,#ai [11] marko,tisler [11] tisler,extreme [11] extreme,networks [11] networks,discusses [11] discusses,explainable [11] explainable,#ai [11] #ai,concept Top Word Pairs in Tweet in G6:
[107] artificial,intelligence [24] #ai,#artificialintelligence [23] machine,learning [23] #artificialintelligence,#ai [19] #ai,#machinelearning [16] learn,more [13] intelligence,#ai [13] read,more [8] general,intelligence [8] #machinelearning,#5g Top Word Pairs in Tweet in G7:
[80] machine,learning [69] artificial,intelligence [26] intelligence,machine [15] #ai,#ml [12] deep,learning [11] #artificialintelligence,#machinelearning [9] ai,machine [8] ml,artificial [7] #dl,#ai [7] #ml,#deeplearning Top Word Pairs in Tweet in G8:
[15] world,needs [15] needs,more [15] more,smart [15] smart,brave [15] brave,dedicated [15] dedicated,journalists [15] journalists,kshaughnessy2 [15] kshaughnessy2,way [15] way,ahead [15] ahead,hope Top Word Pairs in Tweet in G9:
[18] pres,moon [18] moon,moonriver365 [18] moonriver365,french [18] french,president [18] president,emmanuel [18] emmanuel,macron [18] macron,hold [18] hold,pull [18] pull,aside [18] aside,meeting Top Word Pairs in Tweet in G10:
[18] sethshostak,encounter [18] encounter,aliens [18] aliens,resemble [18] resemble,ai [18] ai,little [18] little,green [18] green,martians [18] martians,artificial [17] setiinstitute,sethshostak [17] artificial,intelli 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 G6:
Top Replied-To in G7:
Top Replied-To in G8:
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: