The graph represents a network of 4,023 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, 14 May 2020 at 04:33 UTC.
The requested start date was Thursday, 14 May 2020 at 00:01 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, 46-minute period from Tuesday, 12 May 2020 at 04:35 UTC to Wednesday, 13 May 2020 at 06:22 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 : 4023
Unique Edges : 4495
Edges With Duplicates : 10286
Total Edges : 14781
Number of Edge Types : 5
Retweet : 3924
MentionsInRetweet : 5892
Tweet : 1307
Mentions : 3608
Replies to : 50
Self-Loops : 1433
Reciprocated Vertex Pair Ratio : 0.0261713803292528
Reciprocated Edge Ratio : 0.0510078157136981
Connected Components : 656
Single-Vertex Connected Components : 310
Maximum Vertices in a Connected Component : 2543
Maximum Edges in a Connected Component : 12669
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.493955
Graph Density : 0.000450727560683207
Modularity : 0.3829
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 4,023 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, 14 May 2020 at 04:33 UTC.
The requested start date was Thursday, 14 May 2020 at 00:01 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, 46-minute period from Tuesday, 12 May 2020 at 04:35 UTC to Wednesday, 13 May 2020 at 06:22 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:
[752] artificial,intelligence [539] #bigdata,#analytics [529] #ai,#machinelearning [457] #datascience,#ai [435] #analytics,#datascience [354] #ai,#iot [277] gt,gt [247] machine,learning [232] #iot,#iiot [214] #ai,#ml Top Word Pairs in Tweet in G1:
[219] gt,gt [143] #ai,#machinelearning [86] #ai,#iot [82] #ai,#ml [71] #robotics,#ai [54] #ai,#robotics [53] #ar,#vr [49] artificial,intelligence [43] #defstar5,#makeyourownlane [37] mikequindazzi,gt Top Word Pairs in Tweet in G2:
[461] #bigdata,#analytics [380] #datascience,#ai [373] #analytics,#datascience [267] #ai,#machinelearning [203] #iot,#iiot [183] #ai,#iot [166] #machinelearning,#iot [162] #python,#rstats [122] artificial,intelligence [112] #machinelearning,#bigdata Top Word Pairs in Tweet in G3:
[121] artificial,intelligence [10] read,more [9] intelligence,ai [9] covid,19 [9] #ai,#人工知能 [9] #ai,#artificialintelligence [7] #robotics,#ai [7] #人工知能,2020年05月13日 [6] deep,learning [6] #ai,#ml Top Word Pairs in Tweet in G4:
[31] #artificialintelligence,#machinelearning [31] #ai,#machinelearning [30] #artificialintelligence,#ai [28] #fintech,#artificialintelligence [27] #ai,#ml [25] #machinelearning,#deeplearning [24] #fintech,#insurtech [24] spirosmargaris,#ai [15] #technology,#technews [14] screwing,#ai Top Word Pairs in Tweet in G5:
[84] stpiindia,#ai [73] #ai,driven [69] driven,simulations [69] simulations,based [69] based,learning [69] learning,facilitate [69] facilitate,learners [69] learners,learn [69] learn,difficult [69] difficult,scenarios Top Word Pairs in Tweet in G6:
[98] machine,learning [66] artificial,intelligence [22] mohamed,zayed [22] zayed,university [22] university,artificial [19] computer,vision [18] intelligence,offers [18] offers,graduate [18] graduate,programs [18] programs,computer Top Word Pairs in Tweet in G7:
[14] artificial,intelligence [11] machine,learning [11] #ai,#machinelearning [10] customer,experience [9] #ai,improve [8] #machinelearning,#ai [8] ai,gahaku [8] #ai,#poem [7] ipfconline1,#ai [7] improve,service Top Word Pairs in Tweet in G8:
[50] #pmp,#ppm [48] #ppm,#projectmanagement [44] #projectmanagement,#agile [41] #ai,#machinelearning [35] #agile,#cybersecurity [33] #cybersecurity,#planning [29] #planning,#ai [25] #machinelearning,#coronavirus [25] #coronavirus,#lockdown [25] #lockdown,#stayathome Top Word Pairs in Tweet in G9:
[22] value,ai [11] artificial,intelligence [11] ai,roadmap [11] roadmap,maximize [11] maximize,value [11] ai,start [11] start,end [11] end,model [11] model,help [11] help,realize Top Word Pairs in Tweet in G10:
[95] artificial,intelligence [12] covid,19 [11] gt,gt [10] cyber,security [9] #ai,#artificialintelligence [8] market,2020 [7] machine,learning [6] security,market [5] #artificialintelligence,#machinelearning [5] intelligence,ai 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 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: