The graph represents a network of 2,904 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, 18 December 2019 at 19:41 UTC.
The requested start date was Wednesday, 18 December 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 19-hour, 9-minute period from Tuesday, 17 December 2019 at 05:52 UTC to Wednesday, 18 December 2019 at 01:01 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 : 2904
Unique Edges : 5642
Edges With Duplicates : 2883
Total Edges : 8525
Number of Edge Types : 3
Mentions : 7408
Tweet : 1071
Replies to : 46
Self-Loops : 1071
Reciprocated Vertex Pair Ratio : 0.00810810810810811
Reciprocated Edge Ratio : 0.0160857908847185
Connected Components : 401
Single-Vertex Connected Components : 238
Maximum Vertices in a Connected Component : 2079
Maximum Edges in a Connected Component : 7572
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.970454
Graph Density : 0.000707921604799443
Modularity : 0.485599
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 2,904 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, 18 December 2019 at 19:41 UTC.
The requested start date was Wednesday, 18 December 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 19-hour, 9-minute period from Tuesday, 17 December 2019 at 05:52 UTC to Wednesday, 18 December 2019 at 01:01 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:
[2018] gt,gt [758] #ai,#iot [604] #bigdata,#analytics [477] #datascience,#ai [476] #analytics,#datascience [456] mikequindazzi,gt [405] #ai,#machinelearning [342] #iot,#iiot [297] #iot,#ai [291] #machinelearning,#iot Top Word Pairs in Tweet in G1:
[1487] gt,gt [341] mikequindazzi,gt [303] #ai,#iot [227] gt,#ai [176] gt,#pwc [173] #pwc,mikequindazzi [151] #iot,#bigdata [131] #ai,#ar [117] #iot,device [116] world's,popular Top Word Pairs in Tweet in G2:
[261] gt,gt [197] #ai,#iot [104] #robotics,#ai [73] self,driving [67] driving,stroller [67] stroller,#ai [67] #iot,#wearables [67] #wearables,gigadgets_ [67] gigadgets_,wearablesexpert [67] wearablesexpert,wearableguru Top Word Pairs in Tweet in G3:
[409] #bigdata,#analytics [383] #analytics,#datascience [378] #datascience,#ai [286] #ai,#machinelearning [214] #iot,#iiot [202] #machinelearning,#iot [112] #iiot,#pytorch [64] #pytorch,#python [55] #datascience,#iot [37] machine,learning Top Word Pairs in Tweet in G4:
[114] gt,gt [43] #ai,#iot [32] #ai,#aiio [31] ty,intengineering [30] intengineering,enricomolinari [29] #aiio,#bigdata [29] #bigdata,#ml [29] #ml,#nlu [28] #nlu,#iot [26] enricomolinari,portable Top Word Pairs in Tweet in G5:
[40] gt,gt [37] big,data [33] #ai,#iot [17] ai,iot [14] #iot,#ai [13] #ai,#ml [12] applied,materials [12] iot,ai [12] ai,big [11] time,#ai Top Word Pairs in Tweet in G6:
[156] #ai,#dataanalytics [156] #dataanalytics,#iot [156] #iot,#avg [154] innovator,budding [154] budding,tech [154] tech,entrepreneur [154] entrepreneur,#startup [154] #startup,#ai [153] stpiindia,innovator [153] #avg,#stpineuron Top Word Pairs in Tweet in G7:
[51] #bigdata,#analytics [30] #iot,#ai [28] #artificialintelligence,#iot [27] internet,things [24] #ai,#artificialintelligence [24] wissen_tech,internet [23] things,reality [23] reality,business [23] business,beyond [23] beyond,#artificialintelligence Top Word Pairs in Tweet in G8:
[38] #ai,#iot [13] #machinelearning,#iot [13] ai,iot [12] 15,technologies [12] technologies,next [12] next,decade [12] decade,ai [12] iot,blockchain [12] blockchain,3d [12] 3d,print Top Word Pairs in Tweet in G9:
[45] augmented,reality [42] high,tech [42] tech,gym [42] gym,using [42] using,augmented [42] reality,leaderboards [42] leaderboards,motivate [42] motivate,people [42] people,foster [42] foster,competition Top Word Pairs in Tweet in G10:
[3] heinzvhoenen,pierrepinna [3] pierrepinna,fmfrancoise [3] #apiamourpassioninfluenceauthor,#grazytgt [3] #grazytgt,powered [3] powered,#promoedutech [3] #promoedutech,#brest [3] #brest,#bretagne [3] grazytgrazynatt,influencerprom1 [2] influencerprom1,heinzvhoenen [2] fmfrancoise,mikequindazzi Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G7:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: