The graph represents a network of 1,053 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 2/2/2023 5:00:34 PM. The network was obtained from Twitter on Friday, 03 February 2023 at 12:04 UTC.
The tweets in the network were tweeted over the 1763-day, 16-hour, 6-minute period from Friday, 06 April 2018 at 08:52 UTC to Friday, 03 February 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 : 1053
Unique Edges : 571
Edges With Duplicates : 9758
Total Edges : 10329
Number of Edge Types : 9
Retweet : 3163
MentionsInRetweet : 3762
Tweet : 1345
MentionsInReplyTo : 363
MentionsInQuote : 475
Replies to : 50
Quote : 80
Mentions : 1089
MentionsInQuoteReply : 2
Self-Loops : 2885
Reciprocated Vertex Pair Ratio : 0.0208110992529349
Reciprocated Edge Ratio : 0.0407736539466806
Connected Components : 25
Single-Vertex Connected Components : 20
Maximum Vertices in a Connected Component : 1019
Maximum Edges in a Connected Component : 10213
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.571003
Graph Density : 0.00172691459129989
Modularity : 0.146656
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,053 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 2/2/2023 5:00:34 PM. The network was obtained from Twitter on Friday, 03 February 2023 at 12:04 UTC.
The tweets in the network were tweeted over the 1763-day, 16-hour, 6-minute period from Friday, 06 April 2018 at 08:52 UTC to Friday, 03 February 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:
[1683] #bigdata,#analytics [1532] #iot,#iiot [983] #analytics,#ai [966] #python,#rstats [796] #datascientist,#csuite [796] #healthtech,#smartcity [795] #digitalhealth,#web3 [795] #csuite,#digitalhealth [794] #cx,#ehealth [794] #web3,#cx Top Word Pairs in Tweet in G1:
[1088] #iot,#iiot [1049] #bigdata,#analytics [748] #datascience,#datascientists [712] #analytics,#ai [677] #ai,#ml [650] #iiot,#bigdata [625] #100daysofcode,#programming [619] #python,#coding [610] #linux,#iot [610] #programming,#linux Top Word Pairs in Tweet in G2:
[65] #bigdata,#datascience [63] #iot,#iiot [60] #iotpl,#iotcl [51] iotchannel,iotcommunity [42] designing,next [42] 2nd,edition [42] next,generation [42] algorithms,2nd [42] machine,intelligence [42] generation,machine Top Word Pairs in Tweet in G3:
[164] #bigdata,#analytics [142] #analytics,#ai [139] #datascience,#sql [137] #ai,#iiot [125] #cybersecurity,#bigdata [125] #sql,#cybersecurity [116] #iiot,#python [115] #machinelearning,#datascience [92] #python,#rstats [58] #programming,#coding Top Word Pairs in Tweet in G4:
[160] #bigdata,#analytics [152] #iot,#iiot [146] #python,#rstats [131] #analytics,#datascience [126] #ai,#machinelearning [123] #machinelearning,#iot [98] #datascience,#ai [93] #pytorch,#python [89] #iiot,#pytorch [58] #rstats,#tensorflow Top Word Pairs in Tweet in G5:
[787] #healthtech,#smartcity [787] #datascientist,#csuite [786] #csuite,#digitalhealth [786] #digitalhealth,#web3 [785] #web3,#cx [785] #cx,#ehealth [784] #smartcity,#5g [784] #5g,#datascientist [782] #vive2023,#healthtech [491] chidambara09,#vive2023 Top Word Pairs in Tweet in G6:
[36] #bigdata,#analytics [34] #ai,#machinelearning [21] #iiot,#python [21] #python,#rstats [18] #machinelearning,#tech [18] #tech,#innovation [18] #analytics,#ai [17] #ai,#iiot [17] #machinelearning,#datascience [16] #datascience,#sql Top Word Pairs in Tweet in G7:
[79] #bigdata,#analytics [55] #python,#rstats [51] #datascience,#ai [51] #analytics,#datascience [50] #iot,#iiot [49] #ai,#machinelearning [49] #machinelearning,#iot [48] #iiot,#pytorch [48] #pytorch,#python [46] #aai,#bigdata Top Word Pairs in Tweet in G8:
[48] #bigdata,#analytics [46] #analytics,#datascience [46] #iot,#iiot [46] #datascience,#ai [45] #ai,#machinelearning [44] #machinelearning,#iot [44] #python,#rstats [44] #iiot,#pytorch [44] #pytorch,#python [33] #rstats,#tensorflow Top Word Pairs in Tweet in G9:
[9] #bigdata,#analytics [5] yukarikingdom18,mhall55nine [5] bperrionni,semicvet50 [5] semicvet50,brindusab1 [5] mhall55nine,eoff_sylvia [5] montynishimura,bperrionni [5] #ai,#iiot [5] #analytics,#ai [5] #python,#rstats [5] angelicagallegs,yukarikingdom18 Top Word Pairs in Tweet in G10:
[55] #bigdata,#analytics [34] #iot,#iiot [30] #analytics,#ai [26] #cybersecurity,#bigdata [25] #analytics,#datascience [24] #ai,#iiot [24] #python,#rstats [23] #datascience,#ai [23] #machinelearning,#datascience [21] #machinelearning,#bigdata Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G7:
Top Replied-To in G9:
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: