The graph represents a network of 1,371 Twitter users whose recent tweets contained "iiot machinelearning", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/9/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 10 March 2023 at 12:23 UTC.
The tweets in the network were tweeted over the 1827-day, 0-hour, 27-minute period from Friday, 09 March 2018 at 00:30 UTC to Friday, 10 March 2023 at 00:58 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 1371
Unique Edges : 537
Edges With Duplicates : 10236
Total Edges : 10773
Number of Edge Types : 8
Retweet : 4056
MentionsInRetweet : 4790
Tweet : 950
Mentions : 237
MentionsInReplyTo : 173
MentionsInQuote : 495
Replies to : 28
Quote : 44
Self-Loops : 1922
Reciprocated Vertex Pair Ratio : 0.00835532102022867
Reciprocated Edge Ratio : 0.0165721761883995
Connected Components : 28
Single-Vertex Connected Components : 17
Maximum Vertices in a Connected Component : 1332
Maximum Edges in a Connected Component : 10716
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.223006
Graph Density : 0.00122080425072008
Modularity : 0.16593
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,371 Twitter users whose recent tweets contained "iiot machinelearning", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/9/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 10 March 2023 at 12:23 UTC.
The tweets in the network were tweeted over the 1827-day, 0-hour, 27-minute period from Friday, 09 March 2018 at 00:30 UTC to Friday, 10 March 2023 at 00:58 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[3098] #bigdata,#analytics [1949] #python,#rstats [1816] #iot,#iiot [1657] #analytics,#ai [1649] #machinelearning,#datascience [1622] #iiot,#python [1556] #ai,#iiot [1551] #datascience,#ai [1539] #analytics,#datascience [1496] #ai,#machinelearning Top Word Pairs in Tweet in G1:
[748] #bigdata,#analytics [744] #analytics,#datascience [727] #datascience,#ai [711] #iot,#iiot [660] #ai,#machinelearning [623] #machinelearning,#iot [537] #python,#rstats [455] #iiot,#pytorch [443] #pytorch,#python [217] #iiot,#python Top Word Pairs in Tweet in G2:
[1513] #bigdata,#analytics [1176] #machinelearning,#datascience [1147] #analytics,#ai [1021] #ai,#iiot [973] #datascience,#sql [883] #cybersecurity,#bigdata [882] #python,#rstats [858] #iiot,#python [805] #sql,#cybersecurity [641] #iot,#iiot Top Word Pairs in Tweet in G3:
[206] #iot,#iiot [166] #iotpl,#iotcl [141] #bigdata,#analytics [113] #datascience,#ai [112] #bigdata,#datascience [102] #ai,#machinelearning [95] #analytics,#datascience [94] #iotcl,#iiot [82] #machinelearning,#iot [79] #iiot,#iotpl Top Word Pairs in Tweet in G4:
[436] #bigdata,#analytics [366] #iiot,#python [365] #ai,#iiot [361] #cybersecurity,#bigdata [342] #datascience,#sql [335] #sql,#cybersecurity [335] #analytics,#ai [312] #python,#rstats [298] #machinelearning,#datascience [210] #rstats,#tensorflow Top Word Pairs in Tweet in G5:
[88] #programming,#coding [88] #coding,#100daysofcode [88] #datascientist,#programming [87] online,courses [79] tut_ml,learn [75] #100daysofcode,#sql [72] courses,#datascientist [66] #bigdata,#analytics [65] learning,online [63] deep,learning Top Word Pairs in Tweet in G6:
[96] #bigdata,#analytics [62] #datascience,#ai [62] #iot,#iiot [61] #analytics,#datascience [54] #python,#rstats [45] #ai,#machinelearning [45] #machinelearning,#iot [41] #iiot,#python [40] #cybersecurity,#bigdata [39] deep,learning Top Word Pairs in Tweet in G7:
[64] #bigdata,#analytics [43] #cybersecurity,#bigdata [43] #ai,#iiot [42] #analytics,#ai [42] #machinelearning,#datascience [38] cheat,sheet [32] #datascience,#cybersecurity [32] sheet,#machinelearning [31] #sql,cheat [30] #iiot,#iot Top Word Pairs in Tweet in G8:
[54] #aiart,#machinelearning [54] #art,#aiart [29] #deeplearning,#mlsogood [28] #machinelearning,#deeplearning [19] #devops,#data [19] #iiot,#devops [19] #data,#code [19] #artificialintelligence,#datascience [19] #datascience,#iiot [18] #mlsogood,#artificialintelligence Top Word Pairs in Tweet in G9:
[12] #machinelearning,#datascience [9] #iiot,#python [7] #bigdata,#analytics [7] #flutter,#javascript [7] #python,#rstats [7] #ai,#100daysofcode [6] #deeplearning,#fintech [6] #serverless,#cybersecurity [6] #iot,#flutter [6] #ddos,#deeplearning Top Word Pairs in Tweet in G10:
[7] #machinelearning,#datascience [6] #iot,#iiot [5] #5g,#iot [5] #bigdata,#analytics [5] #computervision,#5g [5] #neuralnetwork,#computervision [5] #ai,work [5] #datascience,#deeplearning [5] work,#machinelearning [5] #iiot,#rpa Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
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: