The graph represents a network of 3,392 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, 29 October 2021 at 10:21 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, 2-hour, 4-minute period from Tuesday, 26 October 2021 at 21:56 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 : 3392
Unique Edges : 1263
Edges With Duplicates : 15268
Total Edges : 16531
Number of Edge Types : 5
MentionsInRetweet : 8217
Mentions : 838
Retweet : 6997
Tweet : 471
Replies to : 8
Self-Loops : 605
Reciprocated Vertex Pair Ratio : 0.0104416295789113
Reciprocated Edge Ratio : 0.0206674572251398
Connected Components : 29
Single-Vertex Connected Components : 11
Maximum Vertices in a Connected Component : 3338
Maximum Edges in a Connected Component : 16471
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.928284
Graph Density : 0.000513202956772366
Modularity : 0.271476
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,392 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, 29 October 2021 at 10:21 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, 2-hour, 4-minute period from Tuesday, 26 October 2021 at 21:56 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 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:
[4598] #iot,#iiot [3603] #python,#rstats [3021] #machinelearning,#ai [2885] #analytics,#machinelearning [2837] #rstats,#reactjs [2783] #reactjs,#iot [2782] #ai,#python [2451] #bigdata,#analytics [2441] #iiot,#linux [2367] little,rc Top Word Pairs in Tweet in G1:
[2296] #machinelearning,#ai [2294] #analytics,#machinelearning [2294] #ai,#python [2294] #python,#rstats [2293] #rstats,#reactjs [2293] #reactjs,#iot [2288] #iot,#iiot [2277] #iiot,#linux [2233] #linux,#serverles [2216] little,rc Top Word Pairs in Tweet in G2:
[1843] #bigdata,#analytics [1708] #iot,#iiot [1357] #analytics,#datascience [1149] #datascience,#ai [990] #python,#rstats [845] #ai,#machinelearning [662] #machinelearning,#ai [659] #machinelearning,#iot [558] #machinelearning,#bigdata [541] #analytics,#machinelearning Top Word Pairs in Tweet in G3:
[231] #bigdata,#analytics [222] #iot,#iiot [190] #datascience,#ai [166] #analytics,#datascience [139] #iiot,#pytorch [139] #python,#rstats [137] #pytorch,#python [101] #ai,#iot [85] #ai,#iiot [83] ingliguori,#bigdata Top Word Pairs in Tweet in G4:
[373] #bigdata,#analytics [341] #iot,#iiot [326] #analytics,#datascience [289] #datascience,#ai [278] #ai,#machinelearning [246] #machinelearning,#iot [170] #python,#rstats [154] #iiot,#pytorch [146] #pytorch,#python [95] #iiot,#python Top Word Pairs in Tweet in G5:
[28] #attinfluencer,#sponsored [18] register,gt [16] #iot,#iiot [15] gt,#attbizsummit [15] #attbizsummit,attbusiness [15] attbusiness,attcyber [14] #ai,#ml [13] dez_blanchfield,#attinfluencer [13] rupesh,chokshi [13] chokshi,vp Top Word Pairs in Tweet in G6:
[3] read,more [3] #iot,#iiot [3] ebooks,booking [3] booking,33641587231 [3] 33641587231,#api [3] #api,#love [3] #love,#amour [3] #amour,#passion [3] #passion,#ebooks [3] #ebooks,#amwriting Top Word Pairs in Tweet in G7:
[3] top,#healthit [3] #healthit,#influencers [3] #influencers,nodexl [3] nodexl,onc_healthit [3] onc_healthit,colin_hung [3] colin_hung,medigy1 [3] medigy1,elsevierconnect [2] albertoemachado,top Top Word Pairs in Tweet in G8:
[9] mckinsey,explains [9] explains,article [9] article,#machinelearning [9] #machinelearning,shows [9] shows,tremendous [9] tremendous,potential [9] potential,increasing [9] increasing,process [9] process,efficiency [8] r_demidchuk,mckinsey Top Word Pairs in Tweet in G9:
[4] gt,gt [2] read,know [2] know,robots [2] robots,streamline [2] streamline,critical [2] critical,construction [2] construction,projects [2] projects,operations [2] #analytics,#machinelearning [2] #machinelearning,#ai Top Word Pairs in Tweet in G10:
[3] #5gspectrum,more [3] more,65 [3] 65,countries [3] countries,territories [3] territories,already [3] already,assigned [3] assigned,#5g [3] #5g,#spectrum [3] #spectrum,find [3] find,more Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: