The graph represents a network of 781 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 Saturday, 07 August 2021 at 11:02 UTC.
The requested start date was Friday, 06 August 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, 6-hour, 9-minute period from Sunday, 01 August 2021 at 03:20 UTC to Tuesday, 03 August 2021 at 09:30 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 : 781
Unique Edges : 825
Edges With Duplicates : 15399
Total Edges : 16224
Number of Edge Types : 5
MentionsInRetweet : 8283
Mentions : 309
Retweet : 7131
Tweet : 498
Replies to : 3
Self-Loops : 596
Reciprocated Vertex Pair Ratio : 0.00569896077774053
Reciprocated Edge Ratio : 0.0113333333333333
Connected Components : 4
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 776
Maximum Edges in a Connected Component : 16220
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.986627
Graph Density : 0.00492465281197676
Modularity : 0.107657
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 781 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 Saturday, 07 August 2021 at 11:02 UTC.
The requested start date was Friday, 06 August 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, 6-hour, 9-minute period from Sunday, 01 August 2021 at 03:20 UTC to Tuesday, 03 August 2021 at 09:30 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:
[4737] #bigdata,#analytics [3991] #iot,#iiot [2357] #analytics,#datascience [2221] #python,#bigdata [2109] #analytics,#ai [1946] #datascience,#ai [1793] #datascience,#iot [1756] #iiot,#azure [1623] #ai,#datascience [1499] #machinelearning,#bigdata Top Word Pairs in Tweet in G1:
[3407] #bigdata,#analytics [2874] #iot,#iiot [1715] #python,#bigdata [1634] #analytics,#ai [1601] #analytics,#datascience [1361] #datascience,#iot [1325] #datascience,#ai [1323] #iiot,#azure [1272] #ai,#datascience [971] #ai,#machinelearning Top Word Pairs in Tweet in G2:
[354] #bigdata,#analytics [302] #iot,#iiot [192] #analytics,#datascience [176] #machinelearning,#socialmedia [162] #100daysofcode,#bigdata [159] #datascience,#ai [149] #machinelearning,#bigdata [140] #python,#bigdata [139] #socialmedia,#100daysofcode [133] #bigdata,#100daysofmlcode Top Word Pairs in Tweet in G3:
[318] #bigdata,#analytics [305] #iot,#iiot [253] #python,#bigdata [237] #analytics,#ai [237] #iiot,#azure [187] #rstats,#dotnet [185] #datascience,#iot [183] #ai,#datascience [157] #azure,#rstats [136] #cpp,#java Top Word Pairs in Tweet in G4:
[323] #bigdata,#analytics [259] #analytics,#datascience [249] #iot,#iiot [244] #datascience,#ai [177] #ai,#machinelearning [171] #machinelearning,#iot [94] #machinelearning,#bigdata [75] #python,#rstats [69] #iiot,#pytorch [67] #iiot,#python Top Word Pairs in Tweet in G5:
[69] ingliguori,#infographic [61] #machinelearning,#bigdata [53] #digitaltransformation,#cloud [51] #cloud,#machinelearning [49] ingliguori,#digitaltransformation [37] #infographic,potential [37] potential,use [37] use,#ai [37] #ai,#healthcare [37] #healthcare,ingliguori Top Word Pairs in Tweet in G6:
[184] #machinelearning,#bigdata [178] #bigdata,#analytics [121] #analytics,#datascience [109] #datascience,#ai [108] #iot,#iiot [83] #ai,#iot [81] #python,#rstats [75] #iiot,#python [72] #rstats,#tensorflow [72] #tensorflow,#java Top Word Pairs in Tweet in G7:
[122] #bigdata,#analytics [92] #iot,#iiot [90] #analytics,#datascience [68] #datascience,#iot [43] #machinelearning,#bigdata [42] #javascript,#reactjs [40] #iiot,#rstats [39] #rstats,#javascript [33] #iiot,#pytorch [32] #cloudcomputing,#serverless Top Word Pairs in Tweet in G8:
[31] #python,#rstats [29] #rstats,#reactjs [29] #iot,#iiot [28] #startups,#bigdata [28] #reactjs,#iot [26] #iiot,#nlp [19] #ai,#python [17] #bigdata,#ai [13] #nlp,#machinelearning [12] #bigdata,#python Top Word Pairs in Tweet in G9:
[2] #machinelearning,smart [2] smart,#manufacturing [2] #manufacturing,technologies [2] technologies,tracking [2] tracking,alan [2] alan,weber [2] weber,cimetrix [2] cimetrix,go Top Word Pairs in Tweet in G10:
[2] learn,streamlit [2] streamlit,python [2] python,scratch [2] scratch,streamlit [2] streamlit,bootcamp [2] bootcamp,#streamlit [2] #streamlit,#augmentedreality 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:
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Top Mentioned in G4:
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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: