The graph represents a network of 1,495 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 2/2/2023 5:00:34 PM. The network was obtained from Twitter on Friday, 03 February 2023 at 12:23 UTC.
The tweets in the network were tweeted over the 1642-day, 4-hour, 37-minute period from Sunday, 05 August 2018 at 20:15 UTC to Friday, 03 February 2023 at 00:53 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 : 1495
Unique Edges : 771
Edges With Duplicates : 10726
Total Edges : 11497
Number of Edge Types : 9
Retweet : 4018
MentionsInRetweet : 5206
Tweet : 995
Mentions : 296
MentionsInReplyTo : 276
MentionsInQuote : 613
Replies to : 40
Quote : 51
MentionsInQuoteReply : 2
Self-Loops : 2458
Reciprocated Vertex Pair Ratio : 0.0130111524163569
Reciprocated Edge Ratio : 0.0256880733944954
Connected Components : 23
Single-Vertex Connected Components : 19
Maximum Vertices in a Connected Component : 1468
Maximum Edges in a Connected Component : 11447
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.266336
Graph Density : 0.00122004181721311
Modularity : 0.177761
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,495 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 2/2/2023 5:00:34 PM. The network was obtained from Twitter on Friday, 03 February 2023 at 12:23 UTC.
The tweets in the network were tweeted over the 1642-day, 4-hour, 37-minute period from Sunday, 05 August 2018 at 20:15 UTC to Friday, 03 February 2023 at 00:53 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:
[2626] #bigdata,#analytics [1604] #iot,#iiot [1562] #analytics,#ai [1487] #python,#rstats [1463] #iiot,#python [1355] #datascience,#ai [1320] #machinelearning,#datascience [1239] #ai,#machinelearning [1161] #ai,#iiot [1148] #analytics,#datascience Top Word Pairs in Tweet in G1:
[238] #bigdata,#datascience [227] #datascience,#ai [159] things,covering [159] #ai,#bots [159] favorite,books [159] books,things [159] see,favorite [159] covering,#bigdata [158] #bots,#machinelearnin [158] kirkdborne,see Top Word Pairs in Tweet in G2:
[1398] #bigdata,#analytics [957] #machinelearning,#datascience [951] #iiot,#python [901] #analytics,#ai [803] #ai,#iiot [777] #python,#rstats [759] #datascience,#sql [644] #cybersecurity,#bigdata [610] #sql,#cybersecurity [594] #iot,#iiot Top Word Pairs in Tweet in G3:
[389] #iot,#iiot [306] #iiot,#iotpl [304] #bigdata,#analytics [289] #ai,#ml [240] #analytics,#ai [235] #ai,#machinelearning [185] #programming,#coding [173] #ml,#machinelearning [171] #datascience,#analytics [158] #datascience,#bigdata Top Word Pairs in Tweet in G4:
[305] #bigdata,#analytics [291] #ai,#machinelearning [274] #iot,#iiot [274] #machinelearning,#iot [240] #datascience,#ai [233] #analytics,#datascience [203] #python,#rstats [139] #iiot,#python [114] #pytorch,#python [104] #iiot,#pytorch Top Word Pairs in Tweet in G5:
[284] #bigdata,#analytics [244] #analytics,#ai [231] #datascience,#sql [230] #ai,#iiot [223] #machinelearning,#datascience [221] #cybersecurity,#bigdata [219] #sql,#cybersecurity [216] #iiot,#python [165] #python,#rstats [99] #rstats,#tensorflow Top Word Pairs in Tweet in G6:
[43] #ai,#machinelearning [36] #machinelearning,#tech [34] #tech,#innovation [32] popular,#tech [32] #tech,giants [32] world's,popular [27] giants,finshots [20] #innovation,#technology [16] #bigdata,#analytics [16] finshots,#ai Top Word Pairs in Tweet in G7:
[103] #bigdata,#analytics [74] #python,#rstats [67] #ai,#machinelearning [67] #datascience,#ai [66] #iot,#iiot [66] #machinelearning,#iot [65] #analytics,#datascience [59] #iiot,#pytorch [59] #pytorch,#python [46] #rstats,#sql Top Word Pairs in Tweet in G8:
[62] #bigdata,#analytics [55] #python,#rstats [53] #ai,#machinelearning [52] #datascience,#ai [51] #analytics,#datascience [51] #iot,#iiot [50] #iiot,#pytorch [50] #pytorch,#python [50] #machinelearning,#iot [39] #rstats,#tensorflow Top Word Pairs in Tweet in G9:
[28] #bigdata,#analytics [25] #machinelearning,#bigdata [23] #ai,#iiot [22] #digitaltransformation,#machinelearning [15] #iiot,#python [15] #iot,#iiot [14] #iot,sensor [14] technologies,vendors [14] vendors,#digitaltransformation [14] outstanding,#iot Top Word Pairs in Tweet in G10:
[12] #100daysofcode,#bigdata [10] #artificialintelligence,#datascience [9] #ai,vs [9] #datascience,#machinelearning [9] vs,machine [9] learning,#100daysofcode [9] machine,learning [9] #bigdata,#nlp [9] #nlp,#artificialintelligence [8] #machinelearning,#deeplea Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G6:
Top Replied-To in G7:
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: