The graph represents a network of 1,292 Twitter users whose tweets in the requested range contained "iiot machinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 07 August 2020 at 10:37 UTC.
The requested start date was Friday, 07 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, 8-hour, 48-minute period from Monday, 03 August 2020 at 13:51 UTC to Wednesday, 05 August 2020 at 22:40 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 : 1292
Unique Edges : 1478
Edges With Duplicates : 15761
Total Edges : 17239
Number of Edge Types : 4
Retweet : 7138
MentionsInRetweet : 9291
Mentions : 489
Tweet : 321
Self-Loops : 378
Reciprocated Vertex Pair Ratio : 0.00757217226691907
Reciprocated Edge Ratio : 0.0150305307656177
Connected Components : 3
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 1286
Maximum Edges in a Connected Component : 17230
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.270474
Graph Density : 0.00255280064653363
Modularity : 0.162141
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 1,292 Twitter users whose tweets in the requested range contained "iiot machinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 07 August 2020 at 10:37 UTC.
The requested start date was Friday, 07 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, 8-hour, 48-minute period from Monday, 03 August 2020 at 13:51 UTC to Wednesday, 05 August 2020 at 22:40 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 : iiot 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:
[4470] #bigdata,#analytics [4363] #datascience,#ai [4349] #analytics,#datascience [3578] #iot,#iiot [3558] #ai,#machinelearning [2463] #machinelearning,#iot [2250] #iiot,#python [1578] #python,#rstats [568] machine,learning [560] #ai,#iot Top Word Pairs in Tweet in G1:
[1230] #datascience,#ai [1199] #bigdata,#analytics [1171] #analytics,#datascience [999] #ai,#machinelearning [990] #iot,#iiot [630] #machinelearning,#iot [553] #iiot,#python [370] #python,#rstats [204] #iiot,#iotpl [197] #bigdata,#datascience Top Word Pairs in Tweet in G2:
[611] #bigdata,#analytics [580] #analytics,#datascience [579] #datascience,#ai [464] #ai,#machinelearning [460] #iot,#iiot [372] #machinelearning,#iot [338] #iiot,#python [259] #python,#rstats [98] #ai,#iot [74] #javascript,#reactjs Top Word Pairs in Tweet in G3:
[2579] #bigdata,#analytics [2524] #analytics,#datascience [2477] #datascience,#ai [2037] #iot,#iiot [2015] #ai,#machinelearning [1401] #machinelearning,#iot [1315] #iiot,#python [921] #python,#rstats [327] machine,learning [292] #ai,#iot Top Word Pairs in Tweet in G4:
[109] ingliguori,#digitaltransformation [86] data,science [83] ingliguori,#datascience [66] ingliguori,#digitaltransforma [65] #datascience,business [65] business,map [65] map,tool [65] tool,data [65] science,projects [65] projects,ingliguori Top Word Pairs in Tweet in G5:
[194] work,#robot [194] #robot,#southkorea [194] #southkorea,anywhere [185] more,work [184] pawlowskimario,more [170] anywhere,world [138] world,wef [138] wef,mt [123] mt,thomas_harrer [122] thomas_harrer,irenat Top Word Pairs in Tweet in G6:
[9] machine,learning [9] #iot,#iiot [7] infographic,explaining [7] explaining,different [7] different,types [7] types,machine [7] learning,#python [7] #python,#iot [7] #iiot,#machinelearning [7] #machinelearning,#golang Top Word Pairs in Tweet in G7:
[11] #machinelearning,#iot [10] #iot,#iiot [8] future,#robots [8] #robots,soft [8] soft,#robotics [8] #robotics,#ai [8] #ai,#artificialintelligence [8] #artificialintelligence,#ml [8] #ml,#dl [8] #dl,#machinelearning Top Word Pairs in Tweet in G8:
[9] push,more [9] more,#artificialintelligence [9] #artificialintelligence,supply [9] supply,chains [9] chains,zdnet [9] zdnet,#ai [9] #ai,#logistics [9] #logistics,#iot [9] #iot,#iiot [8] poussun,push Top Word Pairs in Tweet in G9:
[11] #bigdata,#analytics [11] #analytics,#datascience [11] #datascience,#ai [11] #iot,#iiot [9] #ai,#machinelearning [9] #machinelearning,#iot [7] #iiot,#python [4] good,read [4] read,great [4] great,#data Top Word Pairs in Tweet in G10:
[3] #companies,beginning [3] beginning,reboot [3] reboot,#machinelearning [3] #machinelearning,#analytics [3] #analytics,mitsmr [3] mitsmr,#tech [2] aspenworldwide,#companies Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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