The graph represents a network of 5,422 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, 13 March 2020 at 04:22 UTC.
The requested start date was Friday, 13 March 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, 8-minute period from Wednesday, 11 March 2020 at 14:23 UTC to Thursday, 12 March 2020 at 15:32 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 : 5422
Unique Edges : 8074
Edges With Duplicates : 3217
Total Edges : 11291
Number of Edge Types : 4
MentionsInRetweet : 5337
Tweet : 1560
Mentions : 4269
Replies to : 125
Self-Loops : 1560
Reciprocated Vertex Pair Ratio : 0.0267200206531561
Reciprocated Edge Ratio : 0.0520492833794317
Connected Components : 1210
Single-Vertex Connected Components : 645
Maximum Vertices in a Connected Component : 2617
Maximum Edges in a Connected Component : 8379
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.887474
Graph Density : 0.000270611760173338
Modularity : 0.577864
NodeXL Version : 1.0.1.427
Data Import : The graph represents a network of 5,422 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, 13 March 2020 at 04:22 UTC.
The requested start date was Friday, 13 March 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, 8-minute period from Wednesday, 11 March 2020 at 14:23 UTC to Thursday, 12 March 2020 at 15:32 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:
[772] artificial,intelligence [463] gt,gt [311] each,person [311] person,follow [311] follow,clickgemp [311] clickgemp,tag [311] tag,friend [311] friend,retweet [311] retweet,pinned [311] pinned,tweet Top Word Pairs in Tweet in G1:
[159] gt,gt [121] #ai,#machinelearning [114] #ai,#iot [73] #ai,#artificialintelligence [66] #machinelearning,#deeplearning [63] artificial,intelligence [57] #robotics,#ai [49] #ai,#robotics [42] smart,glasses [40] #ai,#tech Top Word Pairs in Tweet in G2:
[199] artificial,intelligence [33] machine,learning [24] gt,gt [20] intelligence,ai [17] #ai,#machinelearning [15] #artificialintelligence,#ai [13] #ai,#ml [13] learn,more [12] read,more [10] #blockchain,#ai Top Word Pairs in Tweet in G3:
[182] gt,gt [84] #ai,#machinelearning [78] #bigdata,#analytics [77] #datascience,#ai [75] #analytics,#datascience [38] mikequindazzi,gt [38] artificial,intelligence [34] #machinelearning,#iot [34] #iot,#iiot [32] eclipse,foundation Top Word Pairs in Tweet in G4:
[311] each,person [311] person,follow [311] follow,clickgemp [311] clickgemp,tag [311] tag,friend [311] friend,retweet [311] retweet,pinned [311] pinned,tweet [311] tweet,comment [311] comment,eth Top Word Pairs in Tweet in G5:
[22] omkar_raii,#ai [21] gt,gt [14] #gaming,#vfx [14] artificial,intelligence [12] soft,launch [12] #ai,bring [12] stpiindia,#ai [12] ibm,think [12] think,conference [12] conference,world's Top Word Pairs in Tweet in G6:
[29] gt,gt [11] eric_kavanagh,interviewed [11] interviewed,uib [11] uib,#cmo [11] #cmo,kenherron [11] kenherron,eric [11] eric,companies [11] companies,leverage [11] leverage,#ai [11] embed,#ai Top Word Pairs in Tweet in G7:
[23] artificial,intelligence [16] deep,learning [14] machine,learning [12] data,science [10] #ai,#人工知能 [7] #deeplearning,#quantummechanics [7] long,lt [7] #人工知能,2020年03月12日 [6] #quantummechanics,#machinelearning [6] #machinelearning,#cognitivecomputing Top Word Pairs in Tweet in G8:
[13] artificial,intelligence [13] #oraclebrandvoice,forbes [12] forbes,#autonomous [12] #autonomous,action [12] action,#selfdrivingcars [12] #selfdrivingcars,publicity [12] publicity,industries [12] value,#ai [12] #ai,based [12] based,systems Top Word Pairs in Tweet in G9:
[46] #cybersecurity,#digital [40] gt,gt [39] #digital,#hackers [30] #hackers,#infosec [28] #ai,#ml [24] #infosec,reach2ratan [24] reach2ratan,#ai [24] #ml,#malware [24] #malware,#cloud [24] #cloud,#cloudsecurity Top Word Pairs in Tweet in G10:
[51] artificial,intelligence [19] intelligence,ai [16] #ai,#artificialintelligence [15] #artificialintelligence,#machinelearning [12] #deeplearning,#neuralnetworks [11] #artificialintelligence,#cto [11] #ai,#ml [9] #ai,#iot [9] ai,market [9] #neuralnetworks,#artificialintelligence Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G6:
Top Replied-To in G7:
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Top Replied-To in G9:
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: