The graph represents a network of 1,649 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, 05 August 2020 at 12:27 UTC.
The requested start date was Wednesday, 05 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 2-day, 7-hour, 25-minute period from Sunday, 02 August 2020 at 16:30 UTC to Tuesday, 04 August 2020 at 23:56 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 : 1649
Unique Edges : 2012
Edges With Duplicates : 15248
Total Edges : 17260
Number of Edge Types : 5
Retweet : 7022
MentionsInRetweet : 8925
Mentions : 708
Tweet : 600
Replies to : 5
Self-Loops : 693
Reciprocated Vertex Pair Ratio : 0.00713321765953345
Reciprocated Edge Ratio : 0.0141653905053599
Connected Components : 32
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 1586
Maximum Edges in a Connected Component : 17172
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.381387
Graph Density : 0.00192231832178372
Modularity : 0.188457
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 1,649 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, 05 August 2020 at 12:27 UTC.
The requested start date was Wednesday, 05 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 2-day, 7-hour, 25-minute period from Sunday, 02 August 2020 at 16:30 UTC to Tuesday, 04 August 2020 at 23:56 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:
[3010] #bigdata,#analytics [2822] #analytics,#datascience [2567] #datascience,#ai [2263] #ai,#machinelearning [2033] #iot,#iiot [1570] #machinelearning,#iot [1154] #python,#rstats [1088] #iiot,#python [635] #ai,#iot [581] machine,learning Top Word Pairs in Tweet in G1:
[1875] #bigdata,#analytics [1771] #analytics,#datascience [1535] #datascience,#ai [1306] #ai,#machinelearning [1184] #iot,#iiot [910] #machinelearning,#iot [690] #python,#rstats [633] #iiot,#python [335] machine,learning [287] #tech,#technews Top Word Pairs in Tweet in G2:
[598] #bigdata,#analytics [544] #analytics,#datascience [504] #datascience,#ai [458] #ai,#machinelearning [373] #iot,#iiot [311] #machinelearning,#iot [195] #ai,#iot [192] #python,#rstats [191] #iiot,#python [162] machine,learning Top Word Pairs in Tweet in G3:
[312] #bigdata,#analytics [288] #analytics,#datascience [287] #datascience,#ai [244] #iot,#iiot [238] #ai,#machinelearning [197] #machinelearning,#iot [175] #python,#rstats [168] #iiot,#python [63] #javascript,#reactjs [62] #cloudcomputing,#serverless Top Word Pairs in Tweet in G4:
[97] #bigdata,#datascience [93] #iot,#iiot [83] #ai,#machinelearning [77] #datascience,#ai [73] #iiot,#iotpl [55] use,cases [47] #machinelearning,#iot [45] #bigdata,#analytics [40] #analytics,#datascience [37] content,#datascientists Top Word Pairs in Tweet in G5:
[95] more,work [95] work,#robot [95] #robot,#southkorea [95] #southkorea,anywhere [94] anywhere,world [94] pawlowskimario,more [84] world,wef [84] wef,mt [84] mt,thomas_harrer [83] thomas_harrer,irenat Top Word Pairs in Tweet in G6:
[96] #bigdata,#analytics [88] #analytics,#datascience [77] #datascience,#ai [75] #ai,#machinelearning [74] #ai,#iot [57] #iot,#iiot [51] #robotics,#ai [51] #iot,#artificialintelligence [51] #medical,#industrial [51] #industrial,#imaging Top Word Pairs in Tweet in G7:
[70] data,science [67] ingliguori,#datascience [54] ingliguori,#digitaltransformation [51] ingliguori,#digitaltransforma [48] #datascience,business [48] business,map [48] map,tool [48] tool,data [48] science,projects [48] projects,ingliguori Top Word Pairs in Tweet in G8:
[23] #violence,detecting [23] detecting,#drones [23] #drones,make [23] make,public [23] public,spaces [23] spaces,safer [23] safer,#ai [23] #ai,#aiethics [23] #aiethics,#machinelearning [23] #machinelearning,#algorithms Top Word Pairs in Tweet in G9:
[92] #artificialintelligence,#ai [81] #datascience,#machinelearning [59] #machinelearning,#deeplearning [53] #ai,#datascience [49] #deeplearning,#iot [31] #iot,#dataanalytics [31] #dataanalytics,#predictiveanalytics [31] #predictiveanalytics,#bigdata [31] #bigdata,#datascientists [27] #analytics,#datascience Top Word Pairs in Tweet in G10:
[66] read,more [58] artificial,intelligence [39] #artificialintelligence,#ai [38] #datascience,#machinelearning [36] #ai,#datascience [32] more,#artificialintelligence [31] #machinelearning,#bigdata [31] #bigdata,#deeplearning [31] #deeplearning,#nlp [31] #nlp,#robots Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G4:
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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:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: