The graph represents a network of 1,293 Twitter users whose tweets in the requested range contained "iiot ai", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 13 May 2022 at 10:38 UTC.
The requested start date was Friday, 13 May 2022 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, 34-minute period from Tuesday, 10 May 2022 at 08:22 UTC to Thursday, 12 May 2022 at 23:56 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 : 1293
Unique Edges : 2134
Edges With Duplicates : 15535
Total Edges : 17669
Number of Edge Types : 5
MentionsInRetweet : 9151
Mentions : 668
Retweet : 6865
Tweet : 913
Replies to : 72
Self-Loops : 999
Reciprocated Vertex Pair Ratio : 0.0167211224293677
Reciprocated Edge Ratio : 0.0328922495274102
Connected Components : 27
Single-Vertex Connected Components : 15
Maximum Vertices in a Connected Component : 1248
Maximum Edges in a Connected Component : 17602
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.43518
Graph Density : 0.00316661039797528
Modularity : 0.193454
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,293 Twitter users whose tweets in the requested range contained "iiot ai", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 13 May 2022 at 10:38 UTC.
The requested start date was Friday, 13 May 2022 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, 34-minute period from Tuesday, 10 May 2022 at 08:22 UTC to Thursday, 12 May 2022 at 23:56 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 ai
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:
[4386] #iot,#iiot [2652] #bigdata,#analytics [2183] #analytics,#datascience [2054] #datascience,#ai [1935] #ai,#machinelearning [1861] #iiot,#pytorch [1700] #machinelearning,#iot [1503] #javascript,#reactjs [1216] #python,#rstats [1081] #reactjs,#wordpress Top Word Pairs in Tweet in G1:
[1238] #bigdata,#analytics [1111] #iot,#iiot [970] #analytics,#datascience [808] #datascience,#ai [799] #ai,#machinelearning [697] #machinelearning,#iot [532] #python,#rstats [413] #iiot,#pytorch [291] #iiot,#python [273] #pytorch,#python Top Word Pairs in Tweet in G2:
[195] welcome,#iot [195] #iot,coffee [195] coffee,talk [195] chat,#digital [195] #digital,#iiot [194] #iiot,#automation [191] #automation,#digitaltwins [184] #5g,#ai [183] #digitaltwins,#edge [179] #iotpl,#iotcl Top Word Pairs in Tweet in G3:
[2544] #iot,#iiot [1134] #javascript,#reactjs [1062] #iiot,#pytorch [935] #reactjs,#wordpress [878] #wordpress,#security [864] #iiot,#azure [817] #azure,#pytorch [816] #pytorch,#cython [811] #security,#defi [754] #cython,#rstats Top Word Pairs in Tweet in G4:
[496] #bigdata,#analytics [470] #analytics,#datascience [470] #datascience,#ai [460] #ai,#machinelearning [430] #iot,#iiot [422] #machinelearning,#iot [254] #python,#rstats [218] #iiot,#pytorch [200] #pytorch,#python [180] #iiot,#python Top Word Pairs in Tweet in G5:
[92] #bigdata,#analytics [81] #datascience,#ai [75] #iot,#iiot [73] #iiot,#pytorch [68] ingliguori,#infographic [64] #analytics,#datascience [64] #pytorch,#python [55] #python,#rstats [55] machine,learning [46] #ai,#machinelearning Top Word Pairs in Tweet in G6:
[33] full,stack [33] stack,#developer [33] #developer,need [33] need,know [33] know,pinakilaskar [33] pinakilaskar,cc [33] cc,mikenashtech [33] mikenashtech,mrogati [33] mrogati,maier_ak [33] maier_ak,#ai Top Word Pairs in Tweet in G7:
[15] #iot,#iiot [14] #python,#roblox [14] #roblox,#iot [14] #iiot,#azure [13] #azure,#pytorch [13] #pytorch,#cython [10] pay,someone [10] someone,write [10] write,ratio [10] ratio,#python Top Word Pairs in Tweet in G8:
[5] smmservice_usa,buy [5] #datascience,#python [5] #python,#ai [5] #ai,#iot [5] #iot,#5g [5] #5g,#flutter [5] #flutter,#javascript [5] #javascript,#serverless [5] #serverless,#cybersecurity [5] #cybersecurity,#tech Top Word Pairs in Tweet in G9:
[10] #bigdata,#analytics [9] #iiot,#pytorch [9] #iot,#iiot [6] #analytics,#datascience [6] #datascience,#ai [6] #ai,#machinelearning [5] #machinelearning,#iot [5] #pytorch,#python [5] #python,#rstats [4] #python,#linux Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G7:
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:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: