The graph represents a network of 1,492 Twitter users whose tweets in the requested range contained "#iiot", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 22 December 2020 at 21:16 UTC.
The requested start date was Tuesday, 22 December 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 1-day, 17-hour, 13-minute period from Sunday, 20 December 2020 at 07:47 UTC to Tuesday, 22 December 2020 at 01:00 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 : 1492
Unique Edges : 1512
Edges With Duplicates : 15022
Total Edges : 16534
Number of Edge Types : 5
Retweet : 6862
MentionsInRetweet : 8268
Tweet : 640
Mentions : 753
Replies to : 11
Self-Loops : 788
Reciprocated Vertex Pair Ratio : 0.0102689486552567
Reciprocated Edge Ratio : 0.0203291384317522
Connected Components : 110
Single-Vertex Connected Components : 66
Maximum Vertices in a Connected Component : 1287
Maximum Edges in a Connected Component : 16255
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.357931
Graph Density : 0.0018574359472294
Modularity : 0.170078
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,492 Twitter users whose tweets in the requested range contained "#iiot", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 22 December 2020 at 21:16 UTC.
The requested start date was Tuesday, 22 December 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 1-day, 17-hour, 13-minute period from Sunday, 20 December 2020 at 07:47 UTC to Tuesday, 22 December 2020 at 01:00 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 : #iiot
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:
[3917] #iot,#iiot [3340] #bigdata,#analytics [3048] #analytics,#datascience [2288] #datascience,#ai [1845] #ai,#machinelearning [1746] #python,#rstats [1544] #machinelearning,#iot [1527] #iiot,#python [986] #iiot,#pytorch [962] #pytorch,#python Top Word Pairs in Tweet in G1:
[427] #iot,#iiot [365] #bigdata,#analytics [327] #analytics,#datascience [242] #datascience,#ai [180] #ai,#machinelearning [154] #python,#rstats [148] #iiot,#python [147] #machinelearning,#iot [115] #iiot,#pytorch [114] #pytorch,#python Top Word Pairs in Tweet in G2:
[2583] #iot,#iiot [2281] #bigdata,#analytics [2101] #analytics,#datascience [1549] #datascience,#ai [1221] #ai,#machinelearning [1212] #python,#rstats [1100] #iiot,#python [1036] #machinelearning,#iot [716] #ai,#iot [624] #analytics,#ai Top Word Pairs in Tweet in G3:
[487] #bigdata,#analytics [428] #analytics,#datascience [414] #iot,#iiot [323] #datascience,#ai [277] #ai,#machinelearning [260] #python,#rstats [244] #machinelearning,#iot [197] #iiot,#pytorch [192] #pytorch,#python [171] #iiot,#python Top Word Pairs in Tweet in G4:
[83] #iot,#iiot [61] #datascience,#ai [52] #bigdata,#datascience [46] #ai,#machinelearning [46] #bigdata,#analytics [43] #analytics,#datascience [36] #machinelearning,#iot [30] asmedotorg,3dsnorthamerica [27] 3dsnorthamerica,readyrobotics [24] #abdsc,#bigdata Top Word Pairs in Tweet in G5:
[90] #iot,#iiot [46] #bigdata,#analytics [43] #analytics,#datascience [30] #datascience,#ai [26] #ai,#iot [25] #ai,#machinelearning [24] #iiot,#python [22] #ai,#bigdata [21] #python,#rstats [20] #machinelearning,#iot Top Word Pairs in Tweet in G6:
[211] #iot,#iiot [193] #analytics,#ai [117] #linux,#serverless [100] #ai,#bigdata [98] #rstats,#reactjs [82] #bigdata,#rstats [81] #ai,#machinelearning [80] #ai,#rstats [76] #bigdata,#analytics [72] #analytics,#datascience Top Word Pairs in Tweet in G7:
[11] #iot,#iiot [4] internet,things [3] #bigdata,#analytics [3] #analytics,#datascience [3] #iiot,#industry40 [3] #iiot,#iot [2] business,models [2] 16,best [2] best,#apachespark [2] #apachespark,books Top Word Pairs in Tweet in G8:
[31] #iot,#iiot [19] #bigdata,#analytics [17] #analytics,#datascience [15] #datascience,#ai [13] #ai,#iot [9] #machinelearning,#iot [8] #analytics,#ai [7] #ai,#machinelearning [7] seen,#futuretech [7] #futuretech,#video Top Word Pairs in Tweet in G9:
[14] #iot,#iiot [12] 's','iot' [11] smart,home [11] home,security [11] security,devices [11] devices,risk [11] risk,iot [11] iot,targeted [11] targeted,cyber [11] cyber,attacks Top Word Pairs in Tweet in G10:
[30] #iot,#iiot [19] #iiot,#value [19] #value,imperative [19] imperative,means [19] means,negating [19] negating,#cybersecurity [19] #cybersecurity,risks [19] risks,embed [19] embed,#digital [19] #digital,assurance Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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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:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: