The graph represents a network of 5,470 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 Friday, 15 November 2019 at 04:23 UTC.
The requested start date was Friday, 15 November 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 1-hour, 30-minute period from Wednesday, 13 November 2019 at 23:22 UTC to Friday, 15 November 2019 at 00:53 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 : 5470
Unique Edges : 7513
Edges With Duplicates : 2667
Total Edges : 10180
Number of Edge Types : 3
Mentions : 8574
Tweet : 1530
Replies to : 76
Self-Loops : 1530
Reciprocated Vertex Pair Ratio : 0.0203480213303396
Reciprocated Edge Ratio : 0.0398844725622335
Connected Components : 1037
Single-Vertex Connected Components : 498
Maximum Vertices in a Connected Component : 2434
Maximum Edges in a Connected Component : 6998
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.833551
Graph Density : 0.000243051829774802
Modularity : 0.622425
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 5,470 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 Friday, 15 November 2019 at 04:23 UTC.
The requested start date was Friday, 15 November 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 1-hour, 30-minute period from Wednesday, 13 November 2019 at 23:22 UTC to Friday, 15 November 2019 at 00:53 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 : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[793] artificial,intelligence [732] １２月４日,水 [732] 水,よる６時３０分 [732] よる６時３０分,約５時間の生放送 [732] 約５時間の生放送,fns歌謡祭第１夜 [730] fns_kayousai,１２月４日 [722] fns歌謡祭第１夜,第１弾出演アーティスト発表 [722] 第１弾出演アーティスト発表,#ai [722] #ai,#蒼井翔太 [722] #蒼井翔太,#aqours Top Word Pairs in Tweet in G1:
[461] gt,gt [105] #ai,#iot [101] mikequindazzi,gt [80] #ai,#artificialintelligence [72] #ai,#machinelearning [57] #ai,#ml [55] gt,#ai [53] artificial,intelligence [52] #artificialintelligence,#ai [52] #robotics,#ai Top Word Pairs in Tweet in G2:
[732] １２月４日,水 [732] 水,よる６時３０分 [732] よる６時３０分,約５時間の生放送 [732] 約５時間の生放送,fns歌謡祭第１夜 [730] fns_kayousai,１２月４日 [722] fns歌謡祭第１夜,第１弾出演アーティスト発表 [722] 第１弾出演アーティスト発表,#ai [722] #ai,#蒼井翔太 [722] #蒼井翔太,#aqours [722] #aqours,#嵐 Top Word Pairs in Tweet in G3:
[141] artificial,intelligence [54] general,intelligence [53] john,carmack [53] artificial,general [31] working,artificial [30] carmack,working [16] #ai,#machinelearning [16] work,artificial [14] elon,musk [13] musk,neuralink Top Word Pairs in Tweet in G4:
[172] #bigdata,#analytics [145] #datascience,#ai [112] #analytics,#datascience [108] #ai,#machinelearning [84] gt,gt [79] #iot,#iiot [79] artificial,intelligence [77] #ai,#ml [76] #machinelearning,#iot [68] machine,learning Top Word Pairs in Tweet in G5:
[37] #china,corroding [37] corroding,america [37] america,s [37] s,#military [37] #military,superiority [37] superiority,conventional [37] conventional,deterrence [37] deterrence,through [37] through,integration [36] epochtimeschina,#china Top Word Pairs in Tweet in G6:
[73] facebook,youtube [73] youtube,block [73] block,attempts [73] attempts,name [73] name,whistle [73] whistle,blower [73] blower,set [73] set,motion [73] motion,impeachment [73] impeachment,inquiry Top Word Pairs in Tweet in G7:
[20] artificial,intelligence [14] gt,gt [8] machine,learning [7] learning,vs [7] vs,artificial [7] intelligence,different [7] different,forbes [6] intelisyscorp,machine [4] #ai,#iot [4] ibm,joins Top Word Pairs in Tweet in G8:
[76] 인공지능이,발전하면서 [76] 발전하면서,영상에 [76] 영상에,음성을 [76] 음성을,합성한 [76] 합성한,영상은 [76] 영상은,전문가들조차 [76] 전문가들조차,구별하기 [76] 구별하기,어려운 [76] 어려운,수준까지 [76] 수준까지,진화했다고 Top Word Pairs in Tweet in G9:
[17] apple,heart [17] heart,smartwatch [17] smartwatch,atrial [17] atrial,fibrillation [17] fibrillation,af [17] af,prospective [17] prospective,trial [17] trial,420 [17] 420,000 [17] 000,people Top Word Pairs in Tweet in G10:
[11] sez,intel [9] artificial,intelligence [7] keem,bay [6] volume,velocity [6] velocity,data [6] data,requires [6] requires,#ai [6] #ai,new [6] new,approach [6] approach,#edge Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G5:
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: