The graph represents a network of 1,100 Twitter users whose tweets in the requested range contained "iiot bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 20 November 2020 at 12:00 UTC.
The requested start date was Friday, 20 November 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 2-day, 16-hour, 59-minute period from Tuesday, 17 November 2020 at 07:37 UTC to Friday, 20 November 2020 at 00:37 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 : 1100
Unique Edges : 1024
Edges With Duplicates : 15557
Total Edges : 16581
Number of Edge Types : 5
Retweet : 7039
MentionsInRetweet : 8351
Mentions : 642
Tweet : 522
Replies to : 27
Self-Loops : 659
Reciprocated Vertex Pair Ratio : 0.00600514726908779
Reciprocated Edge Ratio : 0.0119386014781126
Connected Components : 14
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 1080
Maximum Edges in a Connected Component : 16556
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.292655
Graph Density : 0.00291008354702622
Modularity : 0.132347
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,100 Twitter users whose tweets in the requested range contained "iiot bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 20 November 2020 at 12:00 UTC.
The requested start date was Friday, 20 November 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 2-day, 16-hour, 59-minute period from Tuesday, 17 November 2020 at 07:37 UTC to Friday, 20 November 2020 at 00:37 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 bigdata
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:
[3808] #bigdata,#analytics [3387] #iot,#iiot [3132] #analytics,#datascience [2381] #datascience,#ai [1892] #ai,#machinelearning [1404] #machinelearning,#iot [1356] #python,#rstats [1282] #iiot,#python [908] #machinelearning,#bigdata [750] #ai,#iot Top Word Pairs in Tweet in G1:
[2673] #bigdata,#analytics [2268] #iot,#iiot [2182] #analytics,#datascience [1618] #datascience,#ai [1324] #ai,#machinelearning [990] #machinelearning,#iot [900] #python,#rstats [836] #iiot,#python [525] #rstats,#reactjs [516] #machinelearning,#bigdata Top Word Pairs in Tweet in G2:
[327] #bigdata,#analytics [323] #iot,#iiot [262] #analytics,#datascience [199] #datascience,#ai [157] #ai,#machinelearning [144] #digitaltransformation,#machinelearning [135] #machinelearning,#bigdata [119] machine,learning [111] #machinelearning,#iot [100] #python,#rstats Top Word Pairs in Tweet in G3:
[445] #bigdata,#analytics [414] #analytics,#datascience [368] #iot,#iiot [301] #datascience,#ai [261] #ai,#machinelearning [226] #iiot,#python [211] #python,#rstats [207] #machinelearning,#iot [109] #datascience,#iot [77] #rstats,#tensorflow Top Word Pairs in Tweet in G4:
[158] #iot,#iiot [123] #rstats,#reactjs [101] #analytics,#machinelearning [97] #machinelearning,#ai [77] #ai,#iot [66] interaction,sensor [66] sensor,use [66] use,radar [66] radar,translate [66] translate,subtle Top Word Pairs in Tweet in G5:
[67] #datascience,#ai [67] #iot,#iiot [65] #bigdata,#datascience [57] #bigdata,#analytics [47] #analytics,#datascience [41] #ai,#machinelearning [35] #iiot,#iotpl [24] #supplychain,management [24] #machinelearning,#iot [19] #abdsc,#bigdata Top Word Pairs in Tweet in G6:
[164] #machinelearning,#bigdata [145] #bigdata,#analytics [93] #analytics,#datascience [91] #udemycoupon,#machinelearning [90] #iot,#iiot [89] 100,#udemycoupon [79] #datascience,#ai [75] #python,#rstats [69] #iiot,#python [68] #ai,#iot Top Word Pairs in Tweet in G7:
[97] #bigdata,#analytics [80] #datascience,#ai [79] #iot,#iiot [73] #analytics,#datascience [67] #ai,#machinelearning [43] #machinelearning,#iot [35] #machinelearning,#bigdata [34] machine,learning [25] #bigdata,#datascience [23] #ai,#iot Top Word Pairs in Tweet in G8:
[33] #bigdata,#analytics [31] #analytics,#datascience [29] #iot,#iiot [26] data,science [16] #python,#rstats [15] #datascience,#ai [11] look,complete [11] complete,#infographic [11] #infographic,simple [11] simple,definition Top Word Pairs in Tweet in G9:
[3] #iot,#iiot [2] managing,warehouse [2] warehouse,operations [2] operations,#ar [2] #ar,#augmentedreality [2] #augmentedreality,#vr [2] #vr,#mr [2] #mr,#ai [2] #ai,#iot [2] #iiot,#industry40 Top Word Pairs in Tweet in G10:
[6] learn,set [6] set,very [6] very,iiot [6] iiot,system [6] system,one [6] one,monitoring [6] monitoring,temperature [6] temperature,sensor [6] sensor,data [6] data,arduino Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: