The graph represents a network of 5,809 Twitter users whose recent tweets contained "#ArtificialIntelligence", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 08 January 2021 at 17:41 UTC.
The tweets in the network were tweeted over the 1-day, 13-hour, 46-minute period from Thursday, 07 January 2021 at 01:47 UTC to Friday, 08 January 2021 at 15:33 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 : 5810
Unique Edges : 23765
Edges With Duplicates : 23090
Total Edges : 46855
Number of Edge Types : 5
Mentions : 4440
Replies to : 364
Retweet : 14412
MentionsInRetweet : 23902
Tweet : 3737
Self-Loops : 3977
Reciprocated Vertex Pair Ratio : 0.0236792860227436
Reciprocated Edge Ratio : 0.0462630949869929
Connected Components : 594
Single-Vertex Connected Components : 357
Maximum Vertices in a Connected Component : 4767
Maximum Edges in a Connected Component : 45627
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.543323
Graph Density : 0.000842837202287743
Modularity : 0.313516
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 5,809 Twitter users whose recent tweets contained "#ArtificialIntelligence", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 08 January 2021 at 17:41 UTC.
The tweets in the network were tweeted over the 1-day, 13-hour, 46-minute period from Thursday, 07 January 2021 at 01:47 UTC to Friday, 08 January 2021 at 15:33 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 : TwitterSearch
Graph Term : #ArtificialIntelligence
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[3512] artificial,intelligence [2591] #artificialintelligence,#ai [2340] #ai,#artificialintelligence [2087] #artificialintelligence,#machinelearning [1226] machine,learning [1214] #machinelearning,#artificialintelligence [1172] #datascience,#machinelearning [1011] #machinelearning,#bigdata [1002] #machinelearning,#deeplearning [870] #ai,#machinelearning Top Word Pairs in Tweet in G1:
[1199] #artificialintelligence,#ai [1057] #ai,#artificialintelligence [1022] artificial,intelligence [940] #artificialintelligence,#machinelearning [704] #datascience,#machinelearning [638] #machinelearning,#artificialintelligence [631] machine,learning [566] #machinelearning,#ml [530] #iot,#iiot [529] #ai,#machinelearning Top Word Pairs in Tweet in G2:
[1754] artificial,intelligence [830] #artificialintelligence,#ai [780] #artificialintelligence,#machinelearning [643] #ai,#artificialintelligence [412] #machinelearning,#deeplearning [378] #machinelearning,#bigdata [376] #datascience,#machinelearning [327] #ai,#datascience [321] #machinelearning,#artificialintelligence [297] machine,learning Top Word Pairs in Tweet in G3:
[248] #ai,#artificialintelligence [217] artificial,intelligence [179] #artificialintelligence,#ai [141] #ai,#iot [122] #pcb,#pcbdesign [122] #pcbdesign,#pcblayout [122] #ai,#embedded [122] #embedded,#hardware [122] #hardware,#artificialintelligence [122] #artificialintelligence,#module Top Word Pairs in Tweet in G4:
[50] artificial,intelligence [41] #ai,#artificialintelligence [28] #artificialintelligence,#ai [22] #machinelearning,#artificialintelligence [21] #artificialintelligence,#machinelearning [11] #ai,#machinelearning [9] know,more [9] #artificialintelligence,#technology [9] effective,global [9] global,trends Top Word Pairs in Tweet in G5:
[126] #bigdata,#artificialintelligence [101] #digitaltransformation,#cloud [95] #artificialintelligence,#cybersecurity [88] #machinelearning,#bigdata [81] #analytics,#ai [69] #ai,#iot [64] #ai,#artificialintelligence [60] #iiot,#datascience [59] ingliguori,#digitaltransformation [57] #datascience,#iot Top Word Pairs in Tweet in G6:
[111] artificial,intelligence [69] #artificialintelligence,#ai [60] #ai,#artificialintelligence [40] #artificialintelligence,#machinelearning [40] #artificialintelligence,#datascience [39] #ar,#vr [38] #technology,#artificialintelligence [35] #tech,#robotics [34] #iot,#technology [33] #robotics,#drones Top Word Pairs in Tweet in G7:
[228] machine,learning [100] #artificialintelligence,#ai [99] artificial,intelligence [76] #ai,#artificialintelligence [59] #artificialintelligence,#machinelearning [42] #machinelearning,#artificialintelligence [41] arxiv,2101 [30] #machinelearning,#datascience [27] #ai,#machinelearning [23] #datascience,#artificialintelligence Top Word Pairs in Tweet in G8:
[91] #tmaxtechnical,#technicaltmax [81] doston,kya [81] kya,artificial [81] artificial,intelligence [81] intelligence,car [81] car,control [81] control,ho [81] ho,sakta [81] sakta,hai [81] hai,watch Top Word Pairs in Tweet in G9:
[67] more,#onpassive [61] read,more [60] #onpassive,#onpassiveai [41] #onpassiveai,#artificialintelligence [19] more,#gofounders [17] #onpassiveai,#technology [15] improving,hr [15] hr,decision [15] decision,making [15] making,process Top Word Pairs in Tweet in G10:
[30] prominent,tech [30] tech,leaders [30] leaders,share [30] share,views [30] views,socio [30] socio,economic [30] economic,impact [30] impact,#artificialintelligence [30] #artificialintelligence,#aiandpower [30] #aiandpower,premiering 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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