The graph represents a network of 1,160 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, 17 December 2021 at 12:04 UTC.
The requested start date was Friday, 17 December 2021 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, 32-minute period from Tuesday, 14 December 2021 at 07:27 UTC to Friday, 17 December 2021 at 01:00 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 : 1160
Unique Edges : 2195
Edges With Duplicates : 17640
Total Edges : 19835
Number of Edge Types : 5
Retweet : 7136
MentionsInRetweet : 11468
Tweet : 384
Mentions : 811
Replies to : 36
Self-Loops : 513
Reciprocated Vertex Pair Ratio : 0.0108920187793427
Reciprocated Edge Ratio : 0.021549321939439
Connected Components : 5
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 1154
Maximum Edges in a Connected Component : 19827
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.079324
Graph Density : 0.00400389753354557
Modularity : 0.141849
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,160 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, 17 December 2021 at 12:04 UTC.
The requested start date was Friday, 17 December 2021 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, 32-minute period from Tuesday, 14 December 2021 at 07:27 UTC to Friday, 17 December 2021 at 01:00 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:
[4038] #iot,#iiot [3701] #bigdata,#analytics [2609] #analytics,#datascience [2427] #datascience,#ai [2253] #ai,#machinelearning [1882] #machinelearning,#iot [1755] #python,#rstats [1296] #iiot,#pytorch [1152] #machinelearning,#ai [1034] #python,#bigdata Top Word Pairs in Tweet in G1:
[1646] #iot,#iiot [1437] #bigdata,#analytics [1040] #analytics,#datascience [996] #ai,#machinelearning [962] #datascience,#ai [754] #machinelearning,#iot [716] #python,#rstats [607] #machinelearning,#ai [487] #iiot,#pytorch [438] #ai,#python Top Word Pairs in Tweet in G2:
[718] #bigdata,#analytics [646] #iot,#iiot [508] #analytics,#datascience [473] #datascience,#ai [427] #ai,#machinelearning [364] #machinelearning,#iot [237] #python,#rstats [230] #iiot,#pytorch [187] #analytics,#ai [173] #python,#bigdata Top Word Pairs in Tweet in G3:
[1023] #iot,#iiot [893] #bigdata,#analytics [559] #analytics,#datascience [529] #datascience,#ai [448] #ai,#machinelearning [414] #machinelearning,#iot [411] #iiot,#azure [410] #python,#bigdata [363] #azure,#pytorch [360] #python,#rstats Top Word Pairs in Tweet in G4:
[466] #bigdata,#analytics [440] #iot,#iiot [362] #analytics,#datascience [328] #datascience,#ai [318] #ai,#machinelearning [300] #machinelearning,#iot [217] #python,#rstats [217] #iiot,#pytorch [185] #pytorch,#python [115] #datascience,#iot Top Word Pairs in Tweet in G5:
[199] #iot,#iiot [177] #machinelearning,#ai [173] #python,#rstats [171] #ai,#python [142] #reactjs,#iot [141] #rstats,#reactjs [121] #iiot,#linux [97] #analytics,#machinelearning [77] #bigdata,#analytics [62] #analytics,#datascience Top Word Pairs in Tweet in G6:
[22] #bigdata,#analytics [20] #analytics,#datascience [18] #cloud,#machinelearning [18] #datascience,#ai [17] #iot,#iiot [11] #iiot,#pytorch [11] #infographic,modules [11] modules,#digitaltransformation [11] #digitaltransformation,kaleidoinsights [11] kaleidoinsights,ingliguori Top Word Pairs in Tweet in G7:
[83] #bigdata,#analytics [66] #machinelearning,#bigdata [60] #iot,#iiot [53] #analytics,#datascience [51] #datascience,#ai [43] #python,#rstats [37] #ai,#iot [35] #iiot,#python [33] #rstats,#tensorflow [33] #tensorflow,#java Top Word Pairs in Tweet in G8:
[9] #ai,#iot [9] #iot,#deeplearning [8] high,level [8] level,#machinelearning [8] #machinelearning,take [8] take,#ai [8] #deeplearning,#fintech [8] #fintech,#finserv [7] globaliqx,high [7] #finserv,#insurtec Top Word Pairs in Tweet in G9:
[2] kirkdborne,#intelligentautomation [2] #intelligentautomation,harnessing [2] harnessing,#ai [2] #ai,boost [2] boost,business [2] business,make [2] make,world [2] world,more [2] more,human [2] human,pascal_b Top Word Pairs in Tweet in G10:
[2] reason,#artificialintelligence [2] #artificialintelligence,applications [2] applications,fail [2] fail,shared [2] shared,infoworld [2] infoworld,#ai [2] #ai,#ml [2] #ml,#machinelearning [2] #machinelearning,#datascience Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G6:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: