The graph represents a network of 6,799 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, 24 September 2020 at 05:00 UTC.
The requested start date was Thursday, 24 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, 43-minute period from Monday, 21 September 2020 at 15:19 UTC to Wednesday, 23 September 2020 at 16:03 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 : 6799
Unique Edges : 7629
Edges With Duplicates : 13908
Total Edges : 21537
Number of Edge Types : 5
Tweet : 2106
MentionsInRetweet : 8454
Mentions : 5492
Retweet : 5333
Replies to : 152
Self-Loops : 2263
Reciprocated Vertex Pair Ratio : 0.0313116813206532
Reciprocated Edge Ratio : 0.0607220530665507
Connected Components : 1187
Single-Vertex Connected Components : 558
Maximum Vertices in a Connected Component : 4107
Maximum Edges in a Connected Component : 17879
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.79954
Graph Density : 0.000248704002254282
Modularity : 0.442049
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 6,799 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, 24 September 2020 at 05:00 UTC.
The requested start date was Thursday, 24 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, 43-minute period from Monday, 21 September 2020 at 15:19 UTC to Wednesday, 23 September 2020 at 16:03 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:
[1199] artificial,intelligence [743] #ai,#machinelearning [465] #bigdata,#analytics [456] #datascience,#ai [396] #analytics,#datascience [368] #iot,#iiot [308] #machinelearning,#iot [286] #ai,#iot [274] machine,learning [259] #ai,#ml Top Word Pairs in Tweet in G1:
[192] #ai,#machinelearning [127] artificial,intelligence [85] #ai,#iot [75] #ai,#ml [69] spirosmargaris,xbond49 [68] #machinelearning,#deeplearning [68] xbond49,psb_dc [66] psb_dc,jblefevre60 [63] jblefevre60,nigewillson [51] #ai,spirosmargaris Top Word Pairs in Tweet in G2:
[439] #ai,#machinelearning [412] #bigdata,#analytics [383] #datascience,#ai [357] #analytics,#datascience [316] #iot,#iiot [296] artificial,intelligence [267] #machinelearning,#iot [187] #python,#rstats [164] #ai,#iot [146] #iiot,#python Top Word Pairs in Tweet in G3:
[198] artificial,intelligence [25] #ai,#artificialintelligence [20] machine,learning [19] #ai,#ml [14] learn,more [14] intelligence,ai [11] covid,19 [9] #ai,#machinelearning [8] #artificialintelligence,#ai [8] top,artificial Top Word Pairs in Tweet in G4:
[21] artificial,intelligence [18] influence,next [18] next,breakthroughs [16] put,#aiforgood [16] #aiforgood,questions [16] live,influence [15] breakthroughs,#ai [12] questions,ccriadoperez [12] ccriadoperez,prof [12] prof,russell Top Word Pairs in Tweet in G5:
[7] artificial,intelligence [6] five,days [5] #ai,#hpc [5] credit,risk [5] #ai,experts [5] explore,600 [5] join,#gtc20 [5] intelligence,based [5] medical,devices [4] nvidia,#gtc20 Top Word Pairs in Tweet in G6:
[21] artificial,intelligence [21] machine,learning [13] #machinelearning,#ai [12] #ai,#machinelearning [10] #ai,#cloud [9] digitalscoutings,top [8] intelligence,machine [8] tutorial,intro [8] intro,automatic [8] automatic,license Top Word Pairs in Tweet in G7:
[128] regina,barzilay [112] breast,cancer [107] 2014,professor [107] professor,regina [107] barzilay,diagnosed [107] diagnosed,breast [107] cancer,2017 [107] 2017,develops [107] develops,ml [107] ml,model Top Word Pairs in Tweet in G8:
[38] artificial,intelligence [8] learn,more [7] #ai,#artificialintelligence [6] #cilandilconnect,#libconf [6] #ai,#ia [6] inteligencia,artificial [6] #artificialintelligence,#ai [6] #bigdata,#ai [6] intelligence,help [6] help,fight Top Word Pairs in Tweet in G9:
[24] artificial,intelligence [7] #ai,#technology [7] application,artificial [6] #technology,#bigdata [6] #bigdata,#ml [5] intelligence,ai [5] natural,language [5] language,processing [5] #ai,#artificialintelligence [5] modi,ji Top Word Pairs in Tweet in G10:
[20] #chatbots,#ai [19] #ai,#chatbots [16] #ai,#ml [16] #ai,#artificialintelligence [16] #chatbot,#chatbots [12] artificial,intelligence [11] #ml,#machinelearning [10] #artificialintelligence,#chatbots [9] machine,learning [9] #deeplearning,#automation 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: