The graph represents a network of 1,954 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, 23 December 2022 at 12:27 UTC.
The requested start date was Friday, 23 December 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 5-day, 15-hour, 17-minute period from Saturday, 17 December 2022 at 09:42 UTC to Friday, 23 December 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 : 1954
Unique Edges : 1317
Edges With Duplicates : 16606
Total Edges : 17923
Number of Edge Types : 5
Retweet : 6819
MentionsInRetweet : 8641
Mentions : 1554
Tweet : 854
Replies to : 55
Self-Loops : 2397
Reciprocated Vertex Pair Ratio : 0.0205635948210206
Reciprocated Edge Ratio : 0.0402985074626866
Connected Components : 27
Single-Vertex Connected Components : 21
Maximum Vertices in a Connected Component : 1920
Maximum Edges in a Connected Component : 17849
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.201885
Graph Density : 0.00105341439907425
Modularity : 0.153525
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,954 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, 23 December 2022 at 12:27 UTC.
The requested start date was Friday, 23 December 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 5-day, 15-hour, 17-minute period from Saturday, 17 December 2022 at 09:42 UTC to Friday, 23 December 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:
[4071] #bigdata,#analytics [2974] #iot,#iiot [2716] #ai,#machinelearning [2552] #datascience,#ai [2528] #python,#rstats [2444] #analytics,#datascience [2370] #machinelearning,#iot [2213] #iiot,#python [1634] #analytics,#ai [1553] #machinelearning,#datascience Top Word Pairs in Tweet in G1:
[1088] #bigdata,#analytics [1059] #analytics,#datascience [1059] #datascience,#ai [1043] #iot,#iiot [1037] #ai,#machinelearning [1014] #machinelearning,#iot [785] #python,#rstats [665] #iiot,#python [384] #iiot,#pytorch [372] #pytorch,#python Top Word Pairs in Tweet in G2:
[1356] #bigdata,#analytics [906] #machinelearning,#datascience [812] #python,#rstats [785] #iot,#iiot [783] #iiot,#python [783] #ai,#machinelearning [768] #datascience,#ai [743] #analytics,#datascience [700] #machinelearning,#iot [586] #analytics,#ai Top Word Pairs in Tweet in G3:
[722] #iot,#iiot [571] #ai,#ml [526] #bigdata,#analytics [518] #ai,#machinelearning [501] #iiot,#iotpl [379] #datascience,#analytics [373] #datascience,#ai [368] #machinelearning,#ml [357] #ml,#machinelearning [344] #analytics,#ai Top Word Pairs in Tweet in G4:
[185] #bigdata,#analytics [96] #analytics,#ai [85] #innovation,#iot [85] #ai,#datascience [80] #artificialintelligence,#ai [79] #datascience,#bigdata [77] #applications,#artificialintelligence [77] #iiot,#python [75] khulood_almani,#applications [66] #machinelearning,#datascience Top Word Pairs in Tweet in G5:
[327] #bigdata,#analytics [280] #ai,#iiot [280] #analytics,#ai [279] #cybersecurity,#bigdata [271] #sql,#cybersecurity [271] #iiot,#python [270] #datascience,#sql [262] #python,#rstats [251] #machinelearning,#datascience [166] #rstats,#tensorflow Top Word Pairs in Tweet in G6:
[216] #datascientist,#programming [211] #programming,#coding [187] #bigdata,#analytics [182] online,courses [178] courses,#datascientist [166] tut_ml,learn [163] #coding,#100daysofcode [160] learn,data [132] #analytics,#datascience [132] #datascience,#ai Top Word Pairs in Tweet in G7:
[116] #bigdata,#analytics [81] #analytics,#ai [68] #machinelearning,#datascience [64] #cybersecurity,#bigdata [63] #datascience,#sql [62] #ai,#iiot [61] #sql,#cybersecurity [48] #iot,#iiot [47] #python,#rstats [42] #ai,#machinelearning Top Word Pairs in Tweet in G8:
[151] #bigdata,#analytics [88] #analytics,#ai [86] #cybersecurity,#bigdata [85] #iiot,#python [84] #ai,#iiot [84] #sql,#cybersecurity [82] #machinelearning,#datascience [81] #datascience,#sql [80] #python,#rstats [65] #ai,#machinelearning Top Word Pairs in Tweet in G9:
[41] #python,#bigdata [30] #iot,#iiot [25] #iiot,#azure [25] #pytorch,#cython [23] #azure,#pytorch [22] #analytics,#ai [22] #bigdata,#analytics [18] #art,#aiart [18] #cython,#rstats [18] #aiart,#machinelearning Top Word Pairs in Tweet in G10:
[21] #bigdata,#analytics [18] #machinelearning,#datascience [17] #analytics,#ai [16] #iiot,#python [16] #datascience,#sql [16] #cybersecurity,#bigdata [13] #sql,#cybersecurity [12] #ai,#iiot [12] #python,#rstats [10] #programming,#coding Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: