The graph represents a network of 6,513 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, 13 August 2020 at 04:51 UTC.
The requested start date was Thursday, 13 August 2020 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, 0-hour, 44-minute period from Monday, 10 August 2020 at 16:42 UTC to Wednesday, 12 August 2020 at 17:27 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 : 6513
Unique Edges : 7883
Edges With Duplicates : 14547
Total Edges : 22430
Number of Edge Types : 5
Tweet : 2000
Retweet : 5410
MentionsInRetweet : 9322
Mentions : 5557
Replies to : 141
Self-Loops : 2138
Reciprocated Vertex Pair Ratio : 0.0278256374913853
Reciprocated Edge Ratio : 0.0541446651579918
Connected Components : 1175
Single-Vertex Connected Components : 591
Maximum Vertices in a Connected Component : 3966
Maximum Edges in a Connected Component : 18990
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.580843
Graph Density : 0.000281307541786584
Modularity : 0.437964
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 6,513 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, 13 August 2020 at 04:51 UTC.
The requested start date was Thursday, 13 August 2020 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, 0-hour, 44-minute period from Monday, 10 August 2020 at 16:42 UTC to Wednesday, 12 August 2020 at 17:27 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:
[1672] artificial,intelligence [589] #ai,#machinelearning [416] #bigdata,#analytics [401] #analytics,#datascience [398] #datascience,#ai [377] machine,learning [333] use,artificial [303] mars,nasapersevere [303] nasapersevere,use [303] intelligence,explore Top Word Pairs in Tweet in G1:
[227] #ai,#machinelearning [156] artificial,intelligence [108] #ai,#iot [93] #ai,#artificialintelligence [93] spirosmargaris,haroldsinnott [85] gt,gt [73] #machinelearning,#deeplearning [71] #artificialintelligence,#machinelearning [55] #fintech,#finserv [54] machine,learning Top Word Pairs in Tweet in G2:
[357] #bigdata,#analytics [353] #analytics,#datascience [348] #datascience,#ai [269] #ai,#machinelearning [254] machine,learning [250] artificial,intelligence [247] #iot,#iiot [175] #iiot,#python [161] #machinelearning,#iot [130] #ai,#iot Top Word Pairs in Tweet in G3:
[223] artificial,intelligence [22] #ai,#ml [19] intelligence,ai [16] covid,19 [15] learn,more [14] #artificialintelligence,#ai [13] #ai,#machinelearning [13] #ai,#artificialintelligence [10] wisekey,invests [10] invests,usd Top Word Pairs in Tweet in G4:
[303] artificial,intelligence [300] use,artificial [299] mars,nasapersevere [299] nasapersevere,use [299] intelligence,explore [299] explore,red [299] red,planet [299] planet,earth [299] earth,beck [299] beck,using Top Word Pairs in Tweet in G5:
[58] artificial,intelligence [43] #ai,#artificialintelligence [16] #artificialintelligence,#ai [15] #artificialintelligence,#finperform [12] #ai,#machinelearning [10] #artificialintelligence,#machinelearning [10] #医療,#医療ai [10] #医療ai,#ai [8] machine,learning [8] #machinelearning,#deeplearning Top Word Pairs in Tweet in G6:
[11] #ai,#iot [11] #ai,#machinelearning [9] #ai,#5g [9] #cloud,#edge [8] artificial,intelligence [8] #sustainability,#ai [8] #5g,#cloud [8] open,source [7] #iot,#sustainability [7] #hpc,#ai Top Word Pairs in Tweet in G7:
[56] artificial,intelligence [16] covid,19 [15] #artificialintelligence,#ai [12] #ml,#ai [12] #ai,#analytics [12] #analytics,#automation [12] #automation,#bigdata [11] speeds,screening [11] screening,covid [9] 19,ers Top Word Pairs in Tweet in G8:
[18] #rp,aka [18] aka,#mj [16] #ibmwatsonhello,#iot [15] #iot,#darpa [15] #darpa,#nsa [15] #nsa,#rpx [15] #rpx,#imaxregalsweeps [14] #imaxregalsweeps,#imax [13] artificial,intelligence [12] #mj,#ibmwatsonhello Top Word Pairs in Tweet in G9:
[24] artificial,intelligence [16] integration,#ai [12] scientists,tap [12] tap,power [12] power,#ai [12] #ai,fight [12] fight,#covid19 [12] syegulalp,joins [12] joins,julietbeauchamp [12] julietbeauchamp,discuss Top Word Pairs in Tweet in G10:
[51] artificial,intelligence [18] intelligence,algorithm [18] algorithm,called [18] called,mosaic [18] mosaic,draws [18] draws,unexpected [18] unexpected,connections [18] connections,between [18] between,seemingly [18] seemingly,disparate Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: