The graph represents a network of 1,072 Twitter users whose recent tweets contained "iiot bigdata", 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 12:02 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 : 1072
Unique Edges : 412
Edges With Duplicates : 9450
Total Edges : 9862
Number of Edge Types : 8
Retweet : 3601
MentionsInRetweet : 3900
Tweet : 1430
Mentions : 312
MentionsInReplyTo : 205
MentionsInQuote : 342
Quote : 40
Replies to : 32
Self-Loops : 1932
Reciprocated Vertex Pair Ratio : 0.00838457238680827
Reciprocated Edge Ratio : 0.016629711751663
Connected Components : 18
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 1045
Maximum Edges in a Connected Component : 9793
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.245086
Graph Density : 0.00157127527627967
Modularity : 0.137977
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,072 Twitter users whose recent tweets contained "iiot bigdata", 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 12:02 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 bigdata
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:
[2586] #bigdata,#analytics [1834] #iot,#iiot [1645] #python,#rstats [1501] #analytics,#ai [1436] #ai,#iiot [1362] #iiot,#python [1359] #cybersecurity,#bigdata [1278] #datascience,#sql [1139] #sql,#cybersecurity [1093] #machinelearning,#datascience Top Word Pairs in Tweet in G1:
[535] #iot,#iiot [532] #bigdata,#analytics [531] #analytics,#datascience [433] #datascience,#ai [421] #python,#rstats [400] #ai,#machinelearning [390] #machinelearning,#iot [353] #iiot,#pytorch [343] #pytorch,#python [160] #iiot,#python Top Word Pairs in Tweet in G2:
[167] #iot,#iiot [146] #iotpl,#iotcl [103] #bigdata,#datascience [83] #bigdata,#analytics [80] #iotcl,#iiot [72] #iiot,#iotpl [68] #datascience,#machinelearning [65] #ai,#edge [62] #datascience,#ai [61] #analytics,#datascience Top Word Pairs in Tweet in G3:
[377] #bigdata,#analytics [311] #python,#rstats [298] #cybersecurity,#bigdata [296] #iiot,#python [295] #ai,#iiot [265] #analytics,#ai [261] #sql,#cybersecurity [259] #datascience,#sql [212] #machinelearning,#datascience [201] #rstats,#tensorflow Top Word Pairs in Tweet in G4:
[1268] #bigdata,#analytics [1010] #analytics,#ai [960] #ai,#iiot [889] #cybersecurity,#bigdata [852] #datascience,#sql [753] #iot,#iiot [750] #iiot,#python [733] #machinelearning,#datascience [729] #sql,#cybersecurity [706] #python,#rstats Top Word Pairs in Tweet in G5:
[144] #iot,#iiot [127] #bigdata,#analytics [120] #iiot,#iotpl [111] #ai,#ml [74] #programming,#coding [73] #analytics,#ai [71] #datascience,#bigdata [65] #iotpl,#iotcl [63] #analytics,#bigdata [58] #ai,#machinelearning Top Word Pairs in Tweet in G6:
[127] #bigdata,#analytics [96] #cybersecurity,#bigdata [93] #datascience,#sql [92] #analytics,#ai [91] #ai,#iiot [83] #sql,#cybersecurity [75] #machinelearning,#datascience [69] #iiot,#python [55] #python,#rstats [47] #iot,#iiot Top Word Pairs in Tweet in G7:
[52] #ml,#datascience [52] #artificialintelligence,#ai [52] #ai,#ml [51] #datascientists,#codenewbies [51] #datascience,#datascientists [45] #bigdata,#analytics [43] #codenewbies,#tech [34] #iot,#iiot [33] #python,#rstats [31] #ai,#iiot Top Word Pairs in Tweet in G8:
[9] #aiio,#bigdata [9] #ai,#aiio [9] #bigdata,#ml [9] #ml,#nlu [9] #nlu,#futureofwork [4] ipfconline1,jblefevre60 [4] between,machine [4] intelligence,#ai [4] machine,learning [4] difference,between Top Word Pairs in Tweet in G9:
[11] #digitaltransformation,#machinelearning [11] #machinelearning,#bigdata [9] #dx,#analytics [9] #blockchain,#dx [9] #bigdata,#artificialintelligence [9] #cybersecurity,#blockchain [8] region,2019 [8] #analytics,#industry40 [8] 2019,2027 [8] #industry40,#ai Top Word Pairs in Tweet in G10:
[10] #coding,#100daysofcode [8] #ai,#ml [8] #iot,#iiot [7] #iiot,#python [7] #bigdata,#analytics [7] #bigdata,#ai [6] #programming,#coding [6] #cloudcomputing,#serverless [6] #datascience,#sql [6] #javascript,#reactjs Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
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: