The graph represents a network of 4,376 Twitter users whose tweets in the requested range contained "#iot OR "internet of things"", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 20 August 2020 at 06:15 UTC.
The requested start date was Thursday, 20 August 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 1-hour, 35-minute period from Monday, 17 August 2020 at 15:55 UTC to Wednesday, 19 August 2020 at 17:30 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 : 4376
Unique Edges : 5070
Edges With Duplicates : 14198
Total Edges : 19268
Number of Edge Types : 5
Retweet : 5581
MentionsInRetweet : 8152
Tweet : 1845
Mentions : 3617
Replies to : 73
Self-Loops : 1959
Reciprocated Vertex Pair Ratio : 0.0235960358659745
Reciprocated Edge Ratio : 0.0461041954817888
Connected Components : 621
Single-Vertex Connected Components : 355
Maximum Vertices in a Connected Component : 3181
Maximum Edges in a Connected Component : 17699
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.973307
Graph Density : 0.000453173152259075
Modularity : 0.358742
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 4,376 Twitter users whose tweets in the requested range contained "#iot OR %22internet of things%22", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 20 August 2020 at 06:15 UTC.
The requested start date was Thursday, 20 August 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 1-hour, 35-minute period from Monday, 17 August 2020 at 15:55 UTC to Wednesday, 19 August 2020 at 17:30 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 OR %22internet of things%22
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:
[953] #bigdata,#analytics [857] #analytics,#datascience [855] #iot,#iiot [721] #ai,#iot [662] #datascience,#ai [559] #python,#rstats [505] #ai,#machinelearning [489] #machinelearning,#iot [381] internet,things [374] #iiot,#python Top Word Pairs in Tweet in G1:
[153] #ai,#iot [73] gt,gt [63] wef,enricomolinari [60] #iot,#iiot [55] internet,things [52] #iot,#5g [52] ty,wef [42] #iot,#bigdata [39] enricomolinari,cc [36] #bigdata,#analytics Top Word Pairs in Tweet in G2:
[867] #bigdata,#analytics [793] #analytics,#datascience [637] #iot,#iiot [594] #datascience,#ai [501] #python,#rstats [447] #ai,#machinelearning [438] #ai,#iot [431] #machinelearning,#iot [341] #iiot,#python [190] #bigdata,#ai Top Word Pairs in Tweet in G3:
[70] internet,things [46] things,#iot [46] #iot,#data [44] #data,#internetofthings [41] #ai,#iot [37] #iot,#iiot [33] #arduino,#iot [32] american,tower [32] tower,investment [32] investment,#5g Top Word Pairs in Tweet in G4:
[65] internet,things [15] #ai,#iot [14] things,iot [13] #iot,#internetofthings [11] covid,19 [11] #iot,#iiot [10] #iot,devices [9] #iot,#smarthome [9] industrial,internet [9] find,more Top Word Pairs in Tweet in G5:
[41] #digitaltransformation,#machinelearning [38] #cloud,#edge [37] #ai,#5g [37] #5g,#cloud [36] #sustainability,#ai [33] #iot,#sustainability [33] see,more [31] #iot,#iiot [28] #bigdata,#infographic [28] #infographic,ibm Top Word Pairs in Tweet in G6:
[54] #iot,#iiot [32] iotslam,2020 [31] #ai,#ml [30] rvp,7gtech [30] 7gtech,5gaiot [30] 5gaiot,c4isrt [30] c4isrt,endorse [30] endorse,tweet [30] tweet,below [30] below,alum Top Word Pairs in Tweet in G7:
[18] gt,gt [15] #ai,#iot [13] helloiota,roundup [13] roundup,ready [13] ready,version [13] version,version [13] version,19 [13] 19,15 [13] 15,uhr [12] chrismuellerhi,helloiota Top Word Pairs in Tweet in G8:
[49] suite,#internetofthings [49] #internetofthings,products [49] products,includes [49] includes,thermal [49] thermal,imaging [49] imaging,tablet [49] tablet,read [49] read,user [49] user,surface [49] surface,body Top Word Pairs in Tweet in G9:
[2] claudiohfox,my21_oracle [2] my21_oracle,notayesmansecon [2] notayesmansecon,slarratt1 [2] slarratt1,rcwhalen [2] rcwhalen,marben100 [2] marben100,financial_orbit [2] financial_orbit,asibiza1 [2] asibiza1,marxnd [2] marxnd,elerianm Top Word Pairs in Tweet in G10:
[29] advancements,#iot [29] #iot,intelligence [29] intelligence,devices [29] devices,rapid [29] rapid,growth [29] growth,volume [29] volume,business [29] business,data [29] data,rising [29] rising,#cyberattacks Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: