The graph represents a network of 775 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, 11 June 2021 at 11:03 UTC.
The requested start date was Friday, 11 June 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, 17-hour, 0-minute period from Tuesday, 08 June 2021 at 06:33 UTC to Thursday, 10 June 2021 at 23:33 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 : 775
Unique Edges : 987
Edges With Duplicates : 15637
Total Edges : 16624
Number of Edge Types : 5
Retweet : 7162
MentionsInRetweet : 8562
Mentions : 366
Tweet : 511
Replies to : 23
Self-Loops : 641
Reciprocated Vertex Pair Ratio : 0.0139508928571429
Reciprocated Edge Ratio : 0.0275178866263071
Connected Components : 4
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 771
Maximum Edges in a Connected Component : 16618
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.045859
Graph Density : 0.00605818121196966
Modularity : 0.109887
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 775 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, 11 June 2021 at 11:03 UTC.
The requested start date was Friday, 11 June 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, 17-hour, 0-minute period from Tuesday, 08 June 2021 at 06:33 UTC to Thursday, 10 June 2021 at 23:33 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:
[4274] #bigdata,#analytics [3794] #analytics,#datascience [3740] #iot,#iiot [3434] #datascience,#ai [2233] #ai,#machinelearning [2052] #machinelearning,#iot [1791] #machinelearning,#bigdata [1559] #python,#rstats [1307] #iiot,#python [1010] #ai,#iot Top Word Pairs in Tweet in G1:
[1908] #bigdata,#analytics [1683] #analytics,#datascience [1546] #iot,#iiot [1498] #datascience,#ai [930] #ai,#machinelearning [888] #machinelearning,#bigdata [869] #machinelearning,#iot [640] #iiot,#python [596] #python,#rstats [508] #ai,#iot Top Word Pairs in Tweet in G2:
[341] #bigdata,#analytics [341] #analytics,#datascience [330] #datascience,#ai [299] #iot,#iiot [274] #ai,#machinelearning [229] #machinelearning,#iot [117] data,structures [111] #iiot,#python [101] #iiot,#rstats [96] #python,#rstats Top Word Pairs in Tweet in G3:
[1525] #bigdata,#analytics [1346] #iot,#iiot [1331] #analytics,#datascience [1193] #datascience,#ai [748] #ai,#machinelearning [681] #machinelearning,#iot [664] #machinelearning,#bigdata [570] #python,#rstats [380] #iiot,#python [353] #ai,#python Top Word Pairs in Tweet in G4:
[189] #bigdata,#analytics [185] #iot,#iiot [180] #devcommunity,#programming [177] #ai,#iiot [176] #bigdata,#devcommunity [176] #programming,#ai [168] #analytics,#datascience [160] #datascience,#ai [126] #iiot,#100daysofcode [115] #ai,#machinelearning Top Word Pairs in Tweet in G5:
[326] #iot,#iiot [290] #bigdata,#analytics [249] #analytics,#datascience [226] #datascience,#ai [190] #python,#rstats [147] #ai,#machinelearning [135] #machinelearning,#iot [133] #rstats,#reactjs [128] #ai,#python [124] #reactjs,#iot Top Word Pairs in Tweet in G6:
[4] #bigdata,#analytics [3] #artificialintelligence,#machinelearning [3] #machinelearning,drive [3] drive,future [3] future,#supplychain [3] #supplychain,logistics [3] #machinelearning,#iot [3] #iot,#iiot [3] #analytics,#datascience [3] #datascience,#ai Top Word Pairs in Tweet in G7:
[20] #datascientists,#analytics [20] #analytics,#bigdata [17] #bigdata,#rstats [17] #rstats,#ai [15] #ai,#reactjs [15] #reactjs,#python [15] catherineadenle,infographic [11] infographic,main [11] main,types [11] types,statistical Top Word Pairs in Tweet in G8:
[15] #iot,#iiot [13] #iiot,#python [13] #machinelearning,#iot [13] udemy,#augmentedreality [12] #datascience,#ai [12] #python,#rstats [12] #rstats,#cloudcomputing [12] #serverless,#linux [12] #coding,#100daysofcode [12] #100daysofcode,#100daysofmlcode Top Word Pairs in Tweet in G9:
[5] algorithms,changed [5] changed,world [5] world,#algorithms [5] #algorithms,#math [5] #math,#statistics [5] #statistics,#datascience [5] #datascience,#iot [5] #iot,#iiot [5] #iiot,#machinelearning [5] #machinelearning,#ai Top Word Pairs in Tweet in G10:
[3] #azure,#datascience [3] #datascience,#ai [3] #iot,#iiot [2] #ai,#machinelearning [2] #machinelearning,#iot [2] #iiot,#python [2] #python,#rstats [2] #rstats,#cloudcomputing [2] #cloudcomputing,#coursera [2] #coursera,#serverless Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
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: