The graph represents a network of 1,505 Twitter users whose recent tweets contained "iot 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 3/7/2023 5:00:33 PM. The network was obtained from Twitter on Wednesday, 08 March 2023 at 12:43 UTC.
The tweets in the network were tweeted over the 1846-day, 22-hour, 50-minute period from Thursday, 15 February 2018 at 02:09 UTC to Wednesday, 08 March 2023 at 01:00 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 : 1505
Unique Edges : 1146
Edges With Duplicates : 10243
Total Edges : 11389
Number of Edge Types : 8
Retweet : 3476
MentionsInRetweet : 4577
MentionsInReplyTo : 194
Tweet : 1260
MentionsInQuote : 382
Mentions : 1397
Replies to : 44
Quote : 59
Self-Loops : 2869
Reciprocated Vertex Pair Ratio : 0.0187793427230047
Reciprocated Edge Ratio : 0.0368663594470046
Connected Components : 113
Single-Vertex Connected Components : 78
Maximum Vertices in a Connected Component : 1298
Maximum Edges in a Connected Component : 11004
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.664471
Graph Density : 0.00124628896585849
Modularity : 0.193071
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,505 Twitter users whose recent tweets contained "iot 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 3/7/2023 5:00:33 PM. The network was obtained from Twitter on Wednesday, 08 March 2023 at 12:43 UTC.
The tweets in the network were tweeted over the 1846-day, 22-hour, 50-minute period from Thursday, 15 February 2018 at 02:09 UTC to Wednesday, 08 March 2023 at 01:00 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 : iot 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:
[1739] #bigdata,#analytics [1394] #iot,#iiot [1119] #analytics,#datascience [1097] #python,#rstats [858] #ai,#machinelearning [833] #datascience,#ai [672] #iiot,#python [634] #machinelearning,#iot [624] #analytics,#ai [611] #healthtech,#smartcity Top Word Pairs in Tweet in G1:
[735] #bigdata,#analytics [665] #analytics,#datascience [608] #iot,#iiot [532] #python,#rstats [478] #datascience,#ai [431] #ai,#machinelearning [380] #pytorch,#python [374] #machinelearning,#iot [358] #iiot,#pytorch [274] #rstats,#tensorflow Top Word Pairs in Tweet in G2:
[567] #bigdata,#analytics [541] #iot,#iiot [339] #python,#rstats [339] #analytics,#ai [298] #ai,#ml [290] #datascience,#datascientists [262] #ai,#machinelearning [251] #machinelearning,#datascience [247] #analytics,#datascience [232] #iiot,#python Top Word Pairs in Tweet in G3:
[598] #smartcity,#ata2023 [598] #healthtech,#smartcity [598] #csuite,#digitalhealth [596] #web3,#cx [596] #digitalhealth,#web3 [596] #datascientist,#csuite [596] #ata2023,#datascientist [594] #vive2023,#healthtech [320] chidambara09,#vive2023 [307] #cx,#ehe Top Word Pairs in Tweet in G4:
[72] read,more [67] #bigdata,#analytics [63] #iot,#iiot [55] #ai,#iot [48] #analytics,#datascience [40] #datascience,#ai [39] #ai,#machinelearning [35] #iot,#bigdata [30] more,#ai [28] #iotcommunity,#ai Top Word Pairs in Tweet in G5:
[134] #bigdata,#analytics [92] #ai,#iiot [92] #analytics,#ai [90] #iiot,#python [87] #datascience,#sql [87] #machinelearning,#datascience [82] #python,#rstats [79] #cybersecurity,#bigdata [72] #sql,#cybersecurity [63] #rstats,#tensorflow Top Word Pairs in Tweet in G6:
[94] online,courses [84] tut_ml,learn [81] learning,online [69] #bigdata,#analytics [69] deep,learning [67] #datascientist,#programming [67] #programming,#coding [67] #coding,#100daysofcode [58] learn,deep [57] #100daysofcode,#sql Top Word Pairs in Tweet in G7:
[46] #bigdata,#ai [40] #ai,#iot [37] #cybersecurity,#bigdata [37] #iot,#deeplearning [34] assignment,help [34] quality,assignment [32] #python,#cybersecurity [29] #machinelearning,#datascience [27] #onlineclass,#calculus [27] exams,#onlineclass Top Word Pairs in Tweet in G8:
[107] #iot,#bigdata [82] #ai,#iot [62] #deeplearning,#iot [60] #industry4,#bird [60] #bigdata,#industry4 [60] uk,#bigdata [60] #springwatch,#iot [60] #iot,#birdphotography [60] live,webcam [60] #bird,#springwatch Top Word Pairs in Tweet in G9:
[28] insights,antgrasso [28] #data,#traffic [28] #success,track [28] antgrasso,#success [28] track,#data [28] #business,insights [28] #startup,#business [28] key,metrics [28] metrics,#startup [27] #traffic,#sal Top Word Pairs in Tweet in G10:
[3] #topcasestudy,#yourmustread [3] #yourmustread,#cybersecurity [3] themrblueprint,mrkmrkmoh [3] 365surmarius,themrblueprint [3] mariussou,kiyotaka_1991 [3] #influencerpromotion,#topcasestudy [3] #promoedutech,#influencerpromotion [3] grazytgrazynatt,influencerprom1 [3] influencerprom1,itakethelead [3] mrkmrkmoh,mariussou Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G8:
Top Replied-To in G10:
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: