The graph represents a network of 3,441 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, 29 October 2021 at 11:01 UTC.
The requested start date was Friday, 29 October 2021 at 00:01 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, 15-hour, 36-minute period from Tuesday, 26 October 2021 at 08:24 UTC to Friday, 29 October 2021 at 00:00 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 : 3441
Unique Edges : 1045
Edges With Duplicates : 15251
Total Edges : 16296
Number of Edge Types : 5
MentionsInRetweet : 8221
Mentions : 539
Retweet : 7104
Tweet : 431
Replies to : 1
Self-Loops : 572
Reciprocated Vertex Pair Ratio : 0.00793930839802399
Reciprocated Edge Ratio : 0.0157535445475232
Connected Components : 11
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 3420
Maximum Edges in a Connected Component : 16268
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.707855
Graph Density : 0.000482637551279712
Modularity : 0.272816
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,441 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, 29 October 2021 at 11:01 UTC.
The requested start date was Friday, 29 October 2021 at 00:01 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, 15-hour, 36-minute period from Tuesday, 26 October 2021 at 08:24 UTC to Friday, 29 October 2021 at 00:00 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 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:
[4894] #iot,#iiot [3801] #python,#rstats [3562] #machinelearning,#ai [3375] #analytics,#machinelearning [3307] #rstats,#reactjs [3246] #reactjs,#iot [3244] #ai,#python [2765] #iiot,#linux [2652] little,rc [2652] rc,robot Top Word Pairs in Tweet in G1:
[2567] #analytics,#machinelearning [2567] #machinelearning,#ai [2567] #ai,#python [2567] #python,#rstats [2567] #rstats,#reactjs [2567] #reactjs,#iot [2563] #iot,#iiot [2554] #iiot,#linux [2501] #linux,#serverles [2484] little,rc Top Word Pairs in Tweet in G2:
[1900] #iot,#iiot [1879] #bigdata,#analytics [1485] #analytics,#datascience [1286] #datascience,#ai [1106] #python,#rstats [1039] #ai,#machinelearning [954] #machinelearning,#ai [826] #machinelearning,#iot [775] #analytics,#machinelearning [756] #machinelearning,#bigdata Top Word Pairs in Tweet in G3:
[81] #iot,#iiot [33] spot,transforming [33] industry,operates [33] operates,bostondynamics [33] #industry40,#rpa [32] #rpa,#iot [31] transforming,energy [31] energy,industry [31] bostondynamics,#robotics [31] #robotics,#industry40 Top Word Pairs in Tweet in G4:
[345] #bigdata,#analytics [337] #analytics,#datascience [337] #datascience,#ai [323] #ai,#machinelearning [307] #iot,#iiot [293] #machinelearning,#iot [128] #iiot,#pytorch [116] #pytorch,#python [101] #python,#rstats [62] #iiot,#python Top Word Pairs in Tweet in G5:
[34] #datascience,#ai [32] #iot,#iiot [26] #analytics,#datascience [21] #ai,#machinelearning [19] #bigdata,#analytics [17] #machinelearning,#bigdata [16] #deeplearning,#analytics [16] #iiot,#iotpl [15] #bigdata,#datascience [12] #machinelearning,#iot Top Word Pairs in Tweet in G6:
[8] #analytics,#machinelearning [8] #machinelearning,#ai [8] #ai,#python [7] #python,#rstats [7] #rstats,#reactjs [7] #reactjs,#iot [5] evasmartai,seen [5] seen,robot [5] robot,stripper [5] stripper,#analytics Top Word Pairs in Tweet in G7:
[8] mckinsey,explains [8] explains,article [8] article,#machinelearning [8] #machinelearning,shows [8] shows,tremendous [8] tremendous,potential [8] potential,increasing [8] increasing,process [8] process,efficiency [7] r_demidchuk,mckinsey Top Word Pairs in Tweet in G9:
[3] domains,sale [3] sale,#learnml [3] #learnml,#ml [3] #ml,#machinelearning [3] #machinelearning,#linux [3] #linux,#it [3] #it,#iiot [3] #iiot,#ai [2] domainfq,domains [2] #ai,#d Top Word Pairs in Tweet in G10:
[3] read,combining [3] combining,#sixsigmablackbelt [3] #sixsigmablackbelt,#machinelearning [3] #machinelearning,lead [3] lead,self [3] self,sustaining [3] sustaining,digital [3] digital,control [3] control,process [2] imecillinois,read Top Replied-To in Entire Graph:
Top Replied-To in G2:
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 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:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: