The graph represents a network of 1,197 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, 11 March 2022 at 11:41 UTC.
The requested start date was Friday, 11 March 2022 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, 9-hour, 13-minute period from Tuesday, 08 March 2022 at 15:46 UTC to Friday, 11 March 2022 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 : 1197
Unique Edges : 1250
Edges With Duplicates : 15641
Total Edges : 16891
Number of Edge Types : 5
Retweet : 7124
MentionsInRetweet : 8753
Mentions : 471
Tweet : 523
Replies to : 20
Self-Loops : 593
Reciprocated Vertex Pair Ratio : 0.00632449525662856
Reciprocated Edge Ratio : 0.0125694948029973
Connected Components : 10
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 1182
Maximum Edges in a Connected Component : 16872
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.206396
Graph Density : 0.00288974945725518
Modularity : 0.146109
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,197 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, 11 March 2022 at 11:41 UTC.
The requested start date was Friday, 11 March 2022 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, 9-hour, 13-minute period from Tuesday, 08 March 2022 at 15:46 UTC to Friday, 11 March 2022 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 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:
[5027] #bigdata,#analytics [3832] #iot,#iiot [3478] #analytics,#datascience [2825] #datascience,#ai [2304] #python,#rstats [2009] #ai,#machinelearning [1921] #machinelearning,#iot [1769] #iiot,#pytorch [1630] #iiot,#python [1568] #pytorch,#python Top Word Pairs in Tweet in G1:
[756] #bigdata,#analytics [537] #iot,#iiot [471] #analytics,#datascience [422] #datascience,#ai [291] #iiot,#pytorch [264] #python,#rstats [259] #analytics,#ai [256] #pytorch,#python [253] #ai,#machinelearning [234] #machinelearning,#iot Top Word Pairs in Tweet in G2:
[626] #bigdata,#analytics [576] #analytics,#datascience [554] #iot,#iiot [487] #datascience,#ai [408] #ai,#machinelearning [400] #machinelearning,#iot [375] #python,#rstats [349] #iiot,#pytorch [328] #pytorch,#python [208] #iiot,#python Top Word Pairs in Tweet in G3:
[2685] #bigdata,#analytics [1972] #analytics,#datascience [1917] #iot,#iiot [1534] #datascience,#ai [1146] #python,#rstats [1087] #ai,#machinelearning [1039] #machinelearning,#iot [884] #iiot,#pytorch [832] #iiot,#python [782] #pytorch,#python Top Word Pairs in Tweet in G4:
[494] #iot,#iiot [439] #bigdata,#analytics [304] #python,#rstats [223] #analytics,#datascience [202] #analytics,#ai [190] #rstats,#reactjs [181] #machinelearning,#ai [178] #analytics,#machinelearning [177] #ai,#python [165] #reactjs,#iot Top Word Pairs in Tweet in G5:
[263] #bigdata,#analytics [185] #analytics,#ai [172] #ai,#iiot [165] #datascience,#ml [163] #ml,#bigdata [141] #datascientist,#datascience [125] #iiot,#python [115] cheat,sheet [96] #tensorflow,#javascript [77] #analytics,#datascience Top Word Pairs in Tweet in G6:
[181] #bigdata,#analytics [139] #machinelearning,#bigdata [120] #iot,#iiot [115] #analytics,#datascience [107] #datascience,#ai [74] #python,#rstats [73] #iiot,#python [60] #ai,#iot [50] 100,#machinelearning [43] #ai,#machinelearning Top Word Pairs in Tweet in G7:
[83] #iot,#iiot [74] #python,#rstats [63] #analytics,#machinelearning [63] #machinelearning,#ai [62] #ai,#python [62] #rstats,#reactjs [58] #iiot,#ml [57] #reactjs,#iot [31] #bigdata,#analytics [22] #serverless,#flutter Top Word Pairs in Tweet in G8:
[23] #ai,#ml [20] #ml,#dataanalytics [20] #dataanalytics,#datascience [17] #datascience,#iot [17] #iot,#iiot [17] #iiot,#pytorch [16] #pytorch,#flutterdev [15] machine,learning [13] #flutterdev,#python [11] #python,#tensorflow Top Word Pairs in Tweet in G9:
[39] #bigdata,#analytics [23] #iiot,#python [22] #analytics,#ai [20] #iot,#iiot [19] #ai,#iiot [18] #datascience,#ml [18] #ml,#bigdata [17] #analytics,#datascience [17] #datascience,#ai [14] cheat,sheet Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G9:
Top Tweeters in G10: