The graph represents a network of 7,422 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 Thursday, 03 September 2020 at 04:52 UTC.
The requested start date was Thursday, 03 September 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, 59-minute period from Monday, 31 August 2020 at 16:27 UTC to Wednesday, 02 September 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 : 7422
Unique Edges : 7533
Edges With Duplicates : 13010
Total Edges : 20543
Number of Edge Types : 5
Mentions : 5444
Retweet : 5008
MentionsInRetweet : 7650
Tweet : 2283
Replies to : 158
Self-Loops : 2426
Reciprocated Vertex Pair Ratio : 0.0332379281691441
Reciprocated Edge Ratio : 0.0643374139933875
Connected Components : 1438
Single-Vertex Connected Components : 732
Maximum Vertices in a Connected Component : 4160
Maximum Edges in a Connected Component : 15866
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.240518
Graph Density : 0.000203182132492616
Modularity : 0.461318
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 7,422 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 Thursday, 03 September 2020 at 04:52 UTC.
The requested start date was Thursday, 03 September 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, 59-minute period from Monday, 31 August 2020 at 16:27 UTC to Wednesday, 02 September 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:
[1436] artificial,intelligence [491] #ai,#machinelearning [359] machine,learning [289] #bigdata,#analytics [289] #datascience,#ai [269] #analytics,#datascience [263] gt,gt [257] #ai,#iot [240] #ai,#ml [223] #ai,#artificialintelligence Top Word Pairs in Tweet in G1:
[257] #ai,#machinelearning [234] #bigdata,#analytics [220] #analytics,#datascience [206] #datascience,#ai [188] gt,gt [170] #ai,#iot [166] #machinelearning,#iot [128] #python,#rstats [119] artificial,intelligence [108] #iot,#iiot Top Word Pairs in Tweet in G2:
[302] artificial,intelligence [54] intelligence,#ai [47] teach,machines [47] machines,well [47] well,ethics [47] ethics,artificial [31] #ai,#artificialintelligence [21] #ai,#ml [18] #ai,#machinelearning [15] #datascience,#ai Top Word Pairs in Tweet in G3:
[210] machine,learning [205] artificial,intelligence [105] #ai,#artificialintelligence [99] #artificialintelligence,#ai [85] #ai,#machinelearning [70] #artificialintelligence,#machinelearning [68] #machinelearning,#deeplearning [54] #ai,#ml [48] read,more [40] #datascience,#machinelearning Top Word Pairs in Tweet in G4:
[18] artificial,intelligence [18] #ai,#machinelearning [14] #iiot,#iotpl [13] #iot,#iiot [12] #bigdata,#datascience [10] #datascience,#ai [10] #ai,#iot [7] #bigdata,#analytics [7] #bigdata,#machinelearning [7] first,#ai Top Word Pairs in Tweet in G5:
[47] working,app [34] bigger,evidence [34] app,based [34] based,ai [34] ai,artificial [28] evidence,itsssr [28] itsssr,working [24] artificial,intelligence [20] mstruth_wil_win,bigger [20] artificial,intellig Top Word Pairs in Tweet in G6:
[15] gt,gt [13] artificial,intelligence [11] #ai,#ml [8] #technology,#technews [8] #technews,#it [8] #ml,#rpa [8] #rpa,#iot [7] #it,#ai [6] #edgecomputing,help [6] help,networks Top Word Pairs in Tweet in G7:
[140] lookie,lookie [140] lookie,chinese [140] chinese,communist [140] communist,party [140] party,sell [140] sell,tiktok [140] tiktok,keep [140] keep,artificial [139] ericgarland,lookie [139] artificial,intellig Top Word Pairs in Tweet in G8:
[14] deep,learning [10] artificial,intelligence [6] #ai,#ml [6] prime,air [5] machine,learning [5] great,partner [5] partner,department [5] department,defense [5] defense,using [5] using,#ai Top Word Pairs in Tweet in G9:
[21] artificial,intelligence [6] love,love [5] look,session [5] session,take [5] take,photo [5] photo,cos [5] cos,line [5] line,inspiring [5] inspiring,women [5] women,#ai Top Word Pairs in Tweet in G10:
[44] society,stay [44] stay,ahead [44] ahead,need [44] need,adopt [44] adopt,#ai [44] #ai,mindset [44] mindset,using [44] using,ai [44] ai,concepts [44] concepts,technologies 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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