The graph represents a network of 3,674 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, 16 July 2020 at 04:33 UTC.
The requested start date was Thursday, 16 July 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, 36-minute period from Tuesday, 14 July 2020 at 04:13 UTC to Wednesday, 15 July 2020 at 05:49 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 : 3674
Unique Edges : 4530
Edges With Duplicates : 10733
Total Edges : 15263
Number of Edge Types : 5
Mentions : 3593
Retweet : 4028
MentionsInRetweet : 6461
Replies to : 71
Tweet : 1110
Self-Loops : 1179
Reciprocated Vertex Pair Ratio : 0.0241700236143909
Reciprocated Edge Ratio : 0.0471992404719924
Connected Components : 579
Single-Vertex Connected Components : 275
Maximum Vertices in a Connected Component : 2319
Maximum Edges in a Connected Component : 13324
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.149551
Graph Density : 0.000546366613850486
Modularity : 0.371414
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 3,674 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, 16 July 2020 at 04:33 UTC.
The requested start date was Thursday, 16 July 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, 36-minute period from Tuesday, 14 July 2020 at 04:13 UTC to Wednesday, 15 July 2020 at 05:49 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:
[801] #ai,#machinelearning [666] artificial,intelligence [654] #bigdata,#analytics [629] #datascience,#ai [628] #analytics,#datascience [501] #iot,#iiot [428] #machinelearning,#iot [254] #iiot,#python [250] #python,#rstats [250] stpiindia,#ai Top Word Pairs in Tweet in G1:
[125] #ai,#machinelearning [52] artificial,intelligence [48] #ai,#iot [48] #ai,#artificialintelligence [47] gt,gt [42] using,#ai [41] #machinelearning,#robotics [39] #ai,#robotics [38] #machinelearning,#deeplearning [37] spirosmargaris,haroldsinnott Top Word Pairs in Tweet in G2:
[630] #ai,#machinelearning [612] #bigdata,#analytics [595] #analytics,#datascience [587] #datascience,#ai [453] #iot,#iiot [405] #machinelearning,#iot [245] #iiot,#python [243] #python,#rstats [176] #javascript,#reactjs [122] #ai,#iot Top Word Pairs in Tweet in G3:
[96] artificial,intelligence [12] #ai,#人工知能 [11] #artificialintelligence,#ai [8] covid,19 [8] intelligence,ai [8] #ai,#artificialintelligence [7] learn,more [7] #artificialintelligence,#machinelearning [5] planetary,systems [5] #ai,#ml Top Word Pairs in Tweet in G4:
[42] artificial,intelligence [25] more,#ai [25] read,more [23] #ml,#mi [21] #ai,#iot [21] #artificialintelligence,#ml [18] #machinelearning,#artificialintelligence [17] #bigdata,#machinelearning [17] #ai,#artificialintelligence [16] #ai,#bigdata Top Word Pairs in Tweet in G5:
[93] machine,learning [68] artificial,intelligence [29] 35,doc [29] doc,positions [29] positions,australia [29] australia,csiro [29] csiro,announced [29] announced,ranging [29] ranging,reef [29] reef,sustainability Top Word Pairs in Tweet in G6:
[238] stpiindia,#ai [144] #fintech,companies [119] #ai,enable [68] companies,carry [68] adoption,#ai [68] #ai,industry [68] industry,verticals [68] verticals,such [68] such,automotive [68] automotive,healthcare Top Word Pairs in Tweet in G7:
[30] #ai,#ml [22] #機械学習,#深層学習 [21] artificial,intelligence [20] #analytics,#ai [20] gt,gt [19] enabling,organizational [19] organizational,#digital [19] #digital,intelligence [19] intelligence,#analytics [19] #ml,#mpgvip Top Word Pairs in Tweet in G8:
[3] conserve2maga,rchandler312 [3] rchandler312,tribblehungry [3] tribblehungry,maritabeans [3] maritabeans,chriswray3 [3] chriswray3,sportsmom9433 [3] sportsmom9433,jellen805 [3] jellen805,byronfackenthal [2] artoria11820642,conserve2maga [2] byronfackenthal,missy Top Word Pairs in Tweet in G9:
[5] aantonop,barrysilbert [5] barrysilbert,lopp [5] lopp,vitalikbuterin [5] vitalikbuterin,cryptograph [5] cryptograph,wiz [4] published,#microsoft [4] #microsoft,spins [4] spins,#ai [4] #ai,powered [4] powered,xiaoice Top Word Pairs in Tweet in G10:
[34] nevertheless,persist [34] persist,guess [34] guess,before [34] before,seize [34] seize,future [34] future,master [34] master,artificial [34] artificial,intelligence [34] intelligence,before [34] before,reverse Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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:
Top Mentioned in G2:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
Top Tweeters in G6:
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Top Tweeters in G9:
Top Tweeters in G10: