The graph represents a network of 1,398 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 Wednesday, 08 April 2020 at 12:20 UTC.
The requested start date was Wednesday, 08 April 2020 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 1-day, 4-hour, 45-minute period from Monday, 06 April 2020 at 19:15 UTC to Wednesday, 08 April 2020 at 00:01 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 : 1398
Unique Edges : 2916
Edges With Duplicates : 3788
Total Edges : 6704
Number of Edge Types : 4
MentionsInRetweet : 5791
Tweet : 481
Mentions : 427
Replies to : 5
Self-Loops : 481
Reciprocated Vertex Pair Ratio : 0.0070650574035914
Reciprocated Edge Ratio : 0.0140309850920783
Connected Components : 56
Single-Vertex Connected Components : 31
Maximum Vertices in a Connected Component : 1294
Maximum Edges in a Connected Component : 6557
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.282873
Graph Density : 0.0017516587250628
Modularity : 0.322216
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 1,398 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 Wednesday, 08 April 2020 at 12:20 UTC.
The requested start date was Wednesday, 08 April 2020 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 1-day, 4-hour, 45-minute period from Monday, 06 April 2020 at 19:15 UTC to Wednesday, 08 April 2020 at 00:01 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 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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2740] #bigdata,#analytics [2445] #analytics,#datascience [2365] #datascience,#ai [2207] #ai,#machinelearning [1784] #iot,#iiot [1341] #machinelearning,#iot [793] gt,gt [766] #iiot,#python [699] #machinelearning,#deeplearning [626] #ai,#iot Top Word Pairs in Tweet in G1:
[844] #bigdata,#analytics [765] #analytics,#datascience [717] #datascience,#ai [659] #ai,#machinelearning [576] #iot,#iiot [374] #machinelearning,#iot [264] #iiot,#python [221] #python,#rstats [209] #iiot,#pytorch [162] #pytorch,#python Top Word Pairs in Tweet in G2:
[517] gt,gt [141] #datascience,#ai [130] #bigdata,#analytics [121] #ai,#machinelearning [117] #analytics,#datascience [117] #machinelearning,#deeplearning [112] mikequindazzi,gt [98] #iot,#iiot [96] #machinelearning,#iot [91] #ai,see Top Word Pairs in Tweet in G3:
[1654] #bigdata,#analytics [1462] #analytics,#datascience [1369] #datascience,#ai [1324] #ai,#machinelearning [1000] #iot,#iiot [790] #machinelearning,#iot [425] #iiot,#python [357] #machinelearning,#deeplearning [320] #python,#rstats [282] #deeplearning,#iot Top Word Pairs in Tweet in G4:
[78] #bigdata,#analytics [70] #analytics,#datascience [67] #datascience,#ai [64] #ai,#machinelearning [62] #iot,#iiot [58] gt,gt [55] #ai,#iot [49] read,more [49] artificial,intelligence [43] #machinelearning,#iot Top Word Pairs in Tweet in G5:
[69] gt,gt [43] #datascience,#ai [33] #cloud,#makeyourownlane [32] #makeyourownlane,#iot [32] #machinelearning,#opensource [31] #opensource,#datascience [30] #iot,#iiot [29] 10,important [29] important,skills [29] skills,workforce Top Word Pairs in Tweet in G6:
[28] #thailand,medical [28] medical,#robots [28] #robots,helping [28] helping,tackle [28] tackle,#coronacrisis [28] #coronacrisis,irmaraste [28] irmaraste,evirahealth [28] evirahealth,#robotics [27] evankirstel,#thailand [27] #robotics,#industry40 Top Word Pairs in Tweet in G7:
[16] artificial,intelligence [15] read,more [9] machine,learning [8] gt,gt [8] powering,edge [8] edge,ai [8] ai,iot [8] iot,world [7] #artificialintelligence,#learning [5] world,#artificialintelligence Top Word Pairs in Tweet in G8:
[14] powering,edge [14] edge,ai [14] ai,iot [14] iot,world [12] world,#ai [12] #ai,#artificialintelligence [12] #artificialintelligence,#machinelearning [12] #machinelearning,#iot [10] nigewillson,powering [10] #iot,#edge Top Word Pairs in Tweet in G9:
[56] #iamintel,#ai [56] #ai,#5g [56] #5g,#machinelearning [56] #machinelearning,#technology [56] #technology,#iot [56] #iot,#gentek [53] #gentek,#weareintel [20] genteksolutions,#iamintel [15] amazing,development [15] development,ai Top Word Pairs in Tweet in G10:
[11] innovative,organizations [11] organizations,using [11] using,#data [11] #data,key [11] key,enabler [11] enabler,growth [11] growth,infobldrs' [11] infobldrs',mbtreier [11] mbtreier,shares [9] find,innovative Top Replied-To in Entire Graph:
Top Replied-To in G4:
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 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:
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Top Tweeters in G9:
Top Tweeters in G10: