The graph represents a network of 2,932 Twitter users whose tweets in the requested range contained "iot ai", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 19 August 2020 at 11:46 UTC.
The requested start date was Wednesday, 19 August 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 1-day, 9-hour, 40-minute period from Monday, 17 August 2020 at 14:20 UTC to Wednesday, 19 August 2020 at 00:00 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 : 2932
Unique Edges : 3632
Edges With Duplicates : 14478
Total Edges : 18110
Number of Edge Types : 5
MentionsInRetweet : 8839
Mentions : 1757
Retweet : 6304
Tweet : 1131
Replies to : 79
Self-Loops : 1307
Reciprocated Vertex Pair Ratio : 0.0159766601833843
Reciprocated Edge Ratio : 0.0314508409681389
Connected Components : 331
Single-Vertex Connected Components : 225
Maximum Vertices in a Connected Component : 2343
Maximum Edges in a Connected Component : 17274
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.829564
Graph Density : 0.000850973016021519
Modularity : 0.276429
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 2,932 Twitter users whose tweets in the requested range contained "iot ai", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 19 August 2020 at 11:46 UTC.
The requested start date was Wednesday, 19 August 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 1-day, 9-hour, 40-minute period from Monday, 17 August 2020 at 14:20 UTC to Wednesday, 19 August 2020 at 00:00 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 : iot 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:
[1820] #bigdata,#analytics [1669] #analytics,#datascience [1620] #ai,#iot [1546] #datascience,#ai [1277] #iot,#iiot [1041] #ai,#machinelearning [895] #python,#rstats [847] #machinelearning,#iot [741] #iiot,#python [465] #bigdata,#ai Top Word Pairs in Tweet in G1:
[1470] #bigdata,#analytics [1359] #analytics,#datascience [1196] #datascience,#ai [1054] #ai,#iot [947] #iot,#iiot [756] #ai,#machinelearning [735] #python,#rstats [616] #machinelearning,#iot [588] #iiot,#python [419] #bigdata,#ai Top Word Pairs in Tweet in G2:
[138] #ai,#iot [77] #iot,#iiot [76] gt,gt [74] #bigdata,#analytics [72] #ai,#machinelearning [65] #datascience,#ai [63] #analytics,#datascience [56] gets,more [53] #iot,#ai [50] #analytics,#ai Top Word Pairs in Tweet in G3:
[183] #ai,#iot [93] #iot,#5g [85] #digitaltransformation,#futureofwork [80] techinsider,valaafshar [80] valaafshar,#ai [80] #5g,#digitaltransformation [79] 22,inventions [79] inventions,saving [79] saving,earth [79] earth,techinsider Top Word Pairs in Tweet in G4:
[47] ty,wef [43] wef,enricomolinari [37] #robotics,#ai [30] #ai,#artificialintelligence [30] #ai,#iot [20] enricomolinari,#smartcities [20] boston,saved [20] saved,million [20] million,running [20] running,school Top Word Pairs in Tweet in G5:
[29] ai,iot [24] internet,things [23] #ai,#iot [19] #iot,#ai [16] artificial,intelligence [13] meets,internet [12] aiot,artificial [12] intelligence,meets [9] things,iot [9] gsa's,#ai Top Word Pairs in Tweet in G6:
[225] #bigdata,#analytics [210] #analytics,#datascience [204] #datascience,#ai [176] #iot,#iiot [135] #ai,#machinelearning [127] #machinelearning,#iot [107] #python,#rstats [105] #iiot,#python [86] #ai,#iot [45] #python,#bigdata Top Word Pairs in Tweet in G7:
[76] #bigdata,#datascience [58] #iiot,#iotpl [54] #datascience,#ai [50] #iot,#iiot [38] #ai,#machinelearning [19] #ai,#iot [18] #machinelearning,#iot [17] #bigdata,#analytics [17] #iot,#ai [15] artificial,intelligence Top Word Pairs in Tweet in G8:
[94] suite,#internetofthings [94] #internetofthings,products [94] products,includes [94] includes,thermal [94] thermal,imaging [94] imaging,tablet [94] tablet,read [94] read,user [94] user,surface [94] surface,body Top Word Pairs in Tweet in G9:
[12] #iot,#ai [8] artificial,intelligence [8] internet,things [7] aiot,artificial [7] intelligence,meets [7] meets,internet [7] iotslam,graemeknows [7] graemeknows,ibmiot [7] ibmiot,ibmcloud [7] ibmcloud,kareemyusuf Top Word Pairs in Tweet in G10:
[2] claudiohfox,my21_oracle [2] my21_oracle,notayesmansecon [2] notayesmansecon,slarratt1 [2] slarratt1,rcwhalen [2] rcwhalen,marben100 [2] marben100,financial_orbit [2] financial_orbit,asibiza1 [2] asibiza1,marxnd [2] marxnd,elerianm Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: