The graph represents a network of 1,101 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, 07 January 2022 at 12:09 UTC.
The requested start date was Friday, 07 January 2022 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, 9-hour, 27-minute period from Tuesday, 04 January 2022 at 15:32 UTC to Friday, 07 January 2022 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 : 1101
Unique Edges : 1598
Edges With Duplicates : 16289
Total Edges : 17887
Number of Edge Types : 5
Retweet : 7161
MentionsInRetweet : 9710
Replies to : 23
Mentions : 580
Tweet : 413
Self-Loops : 537
Reciprocated Vertex Pair Ratio : 0.010341726618705
Reciprocated Edge Ratio : 0.0204717400979083
Connected Components : 3
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 1099
Maximum Edges in a Connected Component : 17885
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.223441
Graph Density : 0.00371067624473619
Modularity : 0.15199
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,101 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, 07 January 2022 at 12:09 UTC.
The requested start date was Friday, 07 January 2022 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, 9-hour, 27-minute period from Tuesday, 04 January 2022 at 15:32 UTC to Friday, 07 January 2022 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:
[3049] #bigdata,#analytics [2903] #iot,#iiot [2460] #analytics,#datascience [2021] #datascience,#ai [1891] #ai,#machinelearning [1756] #machinelearning,#iot [1394] #python,#rstats [1015] #machinelearning,#bigdata [947] #machinelearning,#ai [843] #ai,#python Top Word Pairs in Tweet in G1:
[882] #bigdata,#analytics [843] #analytics,#datascience [740] #iot,#iiot [696] #datascience,#ai [585] #machinelearning,#iot [564] #ai,#machinelearning [391] #python,#rstats [324] #iiot,#python [240] #machinelearning,#bigdata [235] #iiot,#pytorch Top Word Pairs in Tweet in G2:
[1803] #bigdata,#analytics [1722] #iot,#iiot [1404] #analytics,#datascience [1130] #ai,#machinelearning [1104] #datascience,#ai [1013] #machinelearning,#iot [798] #python,#rstats [739] #machinelearning,#datascience [699] #datascience,#python [673] #ai,#100daysofcode Top Word Pairs in Tweet in G3:
[202] #bigdata,#analytics [179] #iot,#iiot [167] #datascience,#ai [155] #analytics,#datascience [140] #machinelearning,#bigdata [109] #machinelearning,#iot [100] #ai,#machinelearning [77] #python,#rstats [70] #iiot,#python [69] #bigdata,#datascience Top Word Pairs in Tweet in G4:
[117] #rstats,#reactjs [112] #machinelearning,#ai [105] #python,#rstats [105] #iot,#iiot [102] #ai,#python [95] #reactjs,#iot [80] #iiot,#ml [78] #analyics,#machinelearning [56] #ai,#machinelearning [44] #ml,#linux Top Word Pairs in Tweet in G5:
[130] #iot,#iiot [118] #bigdata,#analytics [104] #iiot,#azure [102] #python,#bigdata [98] #ai,#datascience [98] #datascience,#iot [92] #analytics,#ai [76] #azure,#pytorch [49] #pytorch,#cython [38] kiiara,#trendingkiiara Top Word Pairs in Tweet in G6:
[37] #bigdata,#analytics [27] data,science [24] #iot,#iiot [23] machine,learning [22] #analytics,#datascience [21] #datascience,#ai [18] #machinelearning,#iot [17] #ai,#machinelearning [17] #machinelearning,#bigdata [16] #ai,#python Top Word Pairs in Tweet in G7:
[8] check,infographic [8] infographic,know [8] know,difference [8] difference,between [8] between,#businessanalyst [8] #businessanalyst,#dataanalyst [8] #dataanalyst,#datascience [7] mygenienetwork,check [7] #datascience,#machinelearni [3] cc,antgrasso Top Word Pairs in Tweet in G8:
[4] #infographic,requirement [4] requirement,scale [4] scale,success [4] success,#iot [4] #iot,implementation [4] implementation,cc [4] cc,deeplearn007 [4] deeplearn007,bimedotcom [3] elliciumsolinc,#infographic [3] bimedotcom,ev Top Word Pairs in Tweet in G9:
[15] #art,#aiart [13] #aiart,#machinelearning [12] #machinelearning,#deeplearning [12] #deeplearning,#mlsogood [10] #mlsogood,#artificialintelligence [10] #iiot,#devops [10] #code,#python [10] #python,#bigdata [10] #bigdata,#mlart [10] #mlart,#algorithm Top Word Pairs in Tweet in G10:
[4] parker,engineers [4] engineers,developing [4] developing,#machinelearning [4] #machinelearning,algorithms [4] algorithms,predict [4] predict,remaining [4] remaining,useful [4] useful,life [4] life,#hvac [4] #hvac,filters Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
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: