The graph represents a network of 5,375 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, 25 February 2021 at 05:57 UTC.
The requested start date was Thursday, 25 February 2021 at 01:01 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, 23-hour, 2-minute period from Monday, 22 February 2021 at 01:58 UTC to Thursday, 25 February 2021 at 01:01 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 : 5375
Unique Edges : 5353
Edges With Duplicates : 15466
Total Edges : 20819
Number of Edge Types : 5
Mentions : 3760
Retweet : 6209
MentionsInRetweet : 8462
Tweet : 2196
Replies to : 192
Self-Loops : 2311
Reciprocated Vertex Pair Ratio : 0.0204384199936461
Reciprocated Edge Ratio : 0.0400581154005812
Connected Components : 595
Single-Vertex Connected Components : 273
Maximum Vertices in a Connected Component : 4024
Maximum Edges in a Connected Component : 18916
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.22823
Graph Density : 0.000333595866402403
Modularity : 0.388041
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 5,375 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, 25 February 2021 at 05:57 UTC.
The requested start date was Thursday, 25 February 2021 at 01:01 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, 23-hour, 2-minute period from Monday, 22 February 2021 at 01:58 UTC to Thursday, 25 February 2021 at 01:01 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:
[2124] artificial,intelligence [624] machine,learning [532] #ai,#machinelearning [380] #ai,#100daysofcode [342] #ai,#ml [310] #datascience,#ai [302] #bigdata,#analytics [283] data,science [271] #iot,#iiot [259] #ai,#artificialintelligence Top Word Pairs in Tweet in G1:
[1190] artificial,intelligence [85] machine,learning [66] intelligence,ai [41] #ai,#intoainews [32] using,artificial [32] intelligence,help [31] intelligence,machine [23] deep,learning [22] data,science [22] #ai,#machinelearning Top Word Pairs in Tweet in G2:
[192] #ai,#machinelearning [150] artificial,intelligence [105] machine,learning [105] #ai,#100daysofcode [104] #ai,#iot [86] #analytics,#ai [77] #ai,#ml [74] #ai,#artificialintelligence [71] #nlp,#analytics [68] #iot,#iiot Top Word Pairs in Tweet in G3:
[136] artificial,intelligence [51] #ai,#artificialintelligence [45] machine,learning [40] #ai,#machinelearning [35] #ai,based [34] learn,#fortixdr [34] #fortixdr,#ai [34] based,xdr [34] xdr,solution [34] solution,helps Top Word Pairs in Tweet in G4:
[303] machine,learning [240] #ai,#100daysofcode [219] #ai,#machinelearning [219] #bigdata,#analytics [214] #datascience,#ai [180] data,science [178] #analytics,#datascience [170] artificial,intelligence [170] #iot,#iiot [161] #programming,#iot Top Word Pairs in Tweet in G5:
[98] artificial,intelligence [18] _,_ [14] developed,phases [14] phases,first [14] first,one [14] one,already [14] already,go [14] go,public [14] public,estimated [14] estimated,programming Top Word Pairs in Tweet in G6:
[22] artificial,intelligence [19] #iiot,#iotpl [18] #ai,#machinelearning [17] #bigdata,#datascience [14] #datascience,#ai [14] #iot,#iiot [12] machine,learning [11] #ai,#digitaltransformation [10] #ai,#ml [9] learn,more Top Word Pairs in Tweet in G7:
[79] ethics,artificial [77] span,three [77] three,months [77] months,google [77] google,fired [77] fired,two [77] two,prominent [77] prominent,woman [77] woman,researchers [77] researchers,investigating Top Word Pairs in Tweet in G8:
[18] #ai,#artificialintelligence [10] #ai,#joke [9] historical,bias [8] #artificialintelligence,#machinelearning [8] #ai,#poem [8] artificial,intelligence [8] #ai,#technology [8] #ai,#machinelearning [8] #bigdata,#ml [7] arch_diamond,arch_diamond Top Word Pairs in Tweet in G9:
[111] tsinghua,partners [111] partners,microsoftasia [111] microsoftasia,several [111] several,leading [111] leading,universities [111] universities,china [111] china,south [111] south,korea [111] korea,singapore [111] singapore,develop Top Word Pairs in Tweet in G10:
[36] #ai,#artificialintelligence [28] artificial,intelligence [17] #artificialintelligence,#ai [17] #aiethics,#ethicalai [16] #artificialintelligence,#algorithms [14] #algorithms,#data [13] #ethicalai,#ai [12] #data,#digital [12] #digital,#tech [10] #policy,#governance Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G6:
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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: