The graph represents a network of 1,795 Twitter users whose tweets in the requested range contained "iot machinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 25 October 2019 at 17:47 UTC.
The requested start date was Wednesday, 23 October 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 2-day, 2-hour, 48-minute period from Sunday, 20 October 2019 at 21:12 UTC to Wednesday, 23 October 2019 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 : 1795
Unique Edges : 4082
Edges With Duplicates : 3654
Total Edges : 7736
Number of Edge Types : 3
Mentions : 6743
Tweet : 977
Replies to : 16
Self-Loops : 977
Reciprocated Vertex Pair Ratio : 0.00889563896723801
Reciprocated Edge Ratio : 0.0176344086021505
Connected Components : 121
Single-Vertex Connected Components : 73
Maximum Vertices in a Connected Component : 1589
Maximum Edges in a Connected Component : 7521
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.440004
Graph Density : 0.00144399623629368
Modularity : 0.364517
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 1,795 Twitter users whose tweets in the requested range contained "iot machinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 25 October 2019 at 17:47 UTC.
The requested start date was Wednesday, 23 October 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 2-day, 2-hour, 48-minute period from Sunday, 20 October 2019 at 21:12 UTC to Wednesday, 23 October 2019 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 machinelearning
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 : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1295] #bigdata,#analytics [1072] #datascience,#ai [1041] gt,gt [953] #ai,#machinelearning [924] #analytics,#datascience [864] #iot,#iiot [782] #machinelearning,#iot [763] #ai,#iot [407] read,more [362] artificial,intelligence Top Word Pairs in Tweet in G1:
[715] gt,gt [308] #ai,#iot [172] mikequindazzi,gt [147] #machinelearning,#ai [137] #bigdata,#analytics [108] #datascience,#ai [103] #iot,#iiot [99] #ai,#machinelearning [97] #analytics,#datascience [94] self,checkout Top Word Pairs in Tweet in G2:
[580] #bigdata,#analytics [494] #datascience,#ai [413] #analytics,#datascience [394] #ai,#machinelearning [365] #iot,#iiot [314] #machinelearning,#iot [299] read,more [296] artificial,intelligence [245] #ai,#iot [245] more,here Top Word Pairs in Tweet in G3:
[97] gt,gt [87] #iot,#bigdata [79] #bigdata,#analytics [71] #ai,#machinelearning [65] #datascience,#ai [64] ronald_vanloon,#ai [63] read,more [59] #ai,#iot [58] #analytics,#datascience [57] #iot,#iiot Top Word Pairs in Tweet in G4:
[445] #bigdata,#analytics [388] #datascience,#ai [347] #ai,#machinelearning [341] #analytics,#datascience [316] #iot,#iiot [266] #machinelearning,#iot [133] #iiot,#pytorch [57] #ai,#iot [54] #pytorch,#python [42] #iiot,# Top Word Pairs in Tweet in G5:
[92] gt,gt [24] 2,549 [24] 549,#ai [24] #ai,fueled [24] fueled,#startups [24] #startups,63 [24] 63,billion [24] billion,#venturecapital [24] #venturecapital,funding [24] venturescanner,mikequindazzi Top Word Pairs in Tweet in G6:
[12] gt,gt [7] #ai,#iot [7] #machinelearning,#iot [7] #ai,#machinelearning [7] machine,learning [7] #artificialintelligence,#machinelearning [5] #iot,#ai [4] #machinelearning,#bigdata [4] #bigdata,#ai [4] #ai,#ml Top Word Pairs in Tweet in G7:
[56] #ai,#iot [51] #robotics,#ai [43] #iot,#artificialintelligence [37] #industrial,#imaging [32] #bigdata,#analytics [32] camera,module [29] methods,areas [29] areas,application [28] here,usefull [28] usefull,#infographics Top Word Pairs in Tweet in G8:
[16] gt,gt [10] relationship,between [10] between,#ai [10] #ai,#machinemonitoring [10] #machinemonitoring,#fintech [10] #fintech,#artificialintelligence [10] #ai,#robotics [9] spirosmargaris,relationship [9] #artificialintelligence,#machi [9] #robotics,#iot Top Word Pairs in Tweet in G9:
[9] awscloud,fast [9] fast,start [9] start,#gartnersym [9] #gartnersym,s [9] s,customers [9] customers,#cloud [9] #machinelearning,#iot [8] #cloud,#machinelearning [8] #iot,#bigdata [7] sandy_carter,awscloud Top Word Pairs in Tweet in G10:
[8] #ai,#iot [7] #bigdata,#ai [7] #iot,#artificialintelligence [7] #artificialintelligence,#datascience [7] #datascience,#machinelearning [7] #analytics,#blockchain [7] #blockchain,#startup [6] #machinelearning,#analytics [5] bnbrasilllc,#bigdata [5] #startup,#deeplearning Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
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: