The graph represents a network of 1,033 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, 20 November 2020 at 12:20 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, 17-hour, 40-minute period from Tuesday, 17 November 2020 at 06:56 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 : 1033
Unique Edges : 1084
Edges With Duplicates : 15293
Total Edges : 16377
Number of Edge Types : 5
Retweet : 7010
MentionsInRetweet : 8386
Mentions : 459
Tweet : 520
Replies to : 2
Self-Loops : 649
Reciprocated Vertex Pair Ratio : 0.00708014726706315
Reciprocated Edge Ratio : 0.0140607424071991
Connected Components : 15
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 1012
Maximum Edges in a Connected Component : 16349
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.205071
Graph Density : 0.0033356596651583
Modularity : 0.130381
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,033 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, 20 November 2020 at 12:20 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, 17-hour, 40-minute period from Tuesday, 17 November 2020 at 06:56 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 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:
[3102] #bigdata,#analytics [2755] #iot,#iiot [2613] #datascience,#ai [2591] #analytics,#datascience [2161] #ai,#machinelearning [1609] #machinelearning,#iot [1036] #machinelearning,#bigdata [978] #iiot,#python [812] #python,#rstats [721] machine,learning Top Word Pairs in Tweet in G1:
[2178] #bigdata,#analytics [1859] #iot,#iiot [1797] #analytics,#datascience [1764] #datascience,#ai [1494] #ai,#machinelearning [1122] #machinelearning,#iot [619] #machinelearning,#bigdata [603] #iiot,#python [523] #python,#rstats [432] #rstats,#reactjs Top Word Pairs in Tweet in G2:
[460] #bigdata,#analytics [395] #iot,#iiot [385] #datascience,#ai [369] #analytics,#datascience [330] #machinelearning,#bigdata [259] #ai,#machinelearning [229] machine,learning [195] #machinelearning,#iot [170] #iiot,#python [153] #python,#rstats Top Word Pairs in Tweet in G3:
[335] #bigdata,#analytics [316] #analytics,#datascience [316] #datascience,#ai [276] #ai,#machinelearning [259] #iot,#iiot [220] #machinelearning,#iot [157] #iiot,#python [100] #python,#rstats [51] #javascript,#reactjs [47] #cloudcomputing,#serverless Top Word Pairs in Tweet in G4:
[130] #iot,#iiot [126] #analytics,#machinelearning [123] #machinelearning,#ai [115] #rstats,#reactjs [72] interaction,sensor [72] sensor,use [72] use,radar [72] radar,translate [72] translate,subtle [72] subtle,hand Top Word Pairs in Tweet in G5:
[65] ingliguori,#digitaltransformation [32] #datascience,#ai [29] #digitaltransformation,#cloud [28] #ai,#machinelearning [26] #iot,#iiot [24] #bigdata,#analytics [23] #analytics,#datascience [22] #digitaltransformation,#machinelearning [19] #ai,#iiot [19] #machinelearning,#artificialintelligence Top Word Pairs in Tweet in G6:
[55] #bigdata,#datascience [46] #datascience,#ai [42] #iot,#iiot [32] #iiot,#iotpl [30] #ai,#machinelearning [24] #bigdata,#analytics [21] #analytics,#datascience [16] #supplychain,management [16] #datascience,#machinelearning [15] #abdsc,#bigdata Top Word Pairs in Tweet in G7:
[50] #digitaltransformation,#machinelearning [38] #bigdata,#analytics [32] #ai,#machinelearning [28] #iot,#iiot [27] #datascience,#ai [26] #analytics,#datascience [21] machine,learning [18] complete,article [18] article,key [18] key,tools Top Word Pairs in Tweet in G8:
[8] #analytics,#ai [7] #ai,#machinelearning [7] #bigdata,#datascience [6] tesla,#autopilot [6] #autopilot,action [6] action,tesla [6] tesla,#tesla [6] #tesla,#analytics [6] #machinelearning,#deeplearning [6] #deeplearning,#bigdata Top Word Pairs in Tweet in G9:
[8] choosing,right [8] right,#ai [8] #ai,approach [8] approach,business [8] business,#artificialintelligence [8] #artificialintelligence,#machinelearning [7] paulfogoros,choosing [7] #machinelearning,#te [4] #deeplearning,#analytics [4] #analytics,#datascience Top Word Pairs in Tweet in G10:
[3] #iot,#iiot [2] internet,things [2] unternehmen,deutschland [2] deutschland,investieren [2] investieren,verstärkt [2] verstärkt,#iiot [2] #iiot,trotz [2] trotz,gerade [2] gerade,wegen [2] wegen,corona Top Replied-To in Entire Graph:
Top Replied-To in G1:
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:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
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 G10: