The graph represents a network of 1,428 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 2/7/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 08 February 2023 at 12:43 UTC.
The tweets in the network were tweeted over the 1596-day, 17-hour, 44-minute period from Tuesday, 25 September 2018 at 07:15 UTC to Wednesday, 08 February 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 : 1428
Unique Edges : 1220
Edges With Duplicates : 10618
Total Edges : 11838
Number of Edge Types : 9
Retweet : 3613
MentionsInRetweet : 5052
Tweet : 1341
Mentions : 675
MentionsInReplyTo : 586
Quote : 50
MentionsInQuote : 425
Replies to : 92
MentionsInQuoteReply : 4
Self-Loops : 2675
Reciprocated Vertex Pair Ratio : 0.0320819112627986
Reciprocated Edge Ratio : 0.0621693121693122
Connected Components : 73
Single-Vertex Connected Components : 48
Maximum Vertices in a Connected Component : 1302
Maximum Edges in a Connected Component : 11460
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.47894
Graph Density : 0.00148398532503401
Modularity : 0.194368
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,428 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 2/7/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 08 February 2023 at 12:43 UTC.
The tweets in the network were tweeted over the 1596-day, 17-hour, 44-minute period from Tuesday, 25 September 2018 at 07:15 UTC to Wednesday, 08 February 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:
[1425] #iot,#iiot [1320] #bigdata,#analytics [895] #python,#rstats [798] #analytics,#datascience [622] #ai,#ml [612] #ai,#machinelearning [551] #datascience,#ai [550] #iiot,#python [538] #datascience,#datascientists [527] #analytics,#ai Top Word Pairs in Tweet in G1:
[852] #iot,#iiot [577] #bigdata,#analytics [565] #ai,#ml [493] #datascience,#datascientists [463] #100daysofcode,#programming [440] #linux,#iot [440] #programming,#linux [427] #iiot,#bigdata [426] #python,#coding [425] #rstats,#100daysofcode Top Word Pairs in Tweet in G2:
[146] #tech,#innovation [112] #innovation,#technology [86] #technology,#web3 [82] #web3,#metaverse [69] #datascience,#bigdata [69] #bigdata,#analytics [60] #mwc2023,#mwc23 [60] #ar,#vr [56] khulood_almani,check [56] #future,#travel Top Word Pairs in Tweet in G3:
[330] #bigdata,#analytics [326] #analytics,#datascience [319] #iot,#iiot [258] #python,#rstats [194] #ai,#machinelearning [189] #datascience,#ai [170] #machinelearning,#iot [154] #iiot,#python [150] #iiot,#pytorch [148] #pytorch,#python Top Word Pairs in Tweet in G4:
[79] #bigdata,#datascience [76] #iot,#iiot [64] #datascience,#ai [49] #iotpl,#iotcl [41] #iiot,#iotpl [38] #bigdata,#analytics [33] #analytics,#datascience [29] books,things [29] see,favorite [29] favorite,books Top Word Pairs in Tweet in G5:
[97] #iot,#bigdata [74] #ai,#iot [50] #bigdata,#analytics [45] #analytics,#datascience [40] #deeplearning,#iot [38] #iot,#iiot [34] #bigdata,#machinelearning [34] #python,#rstats [31] #ai,#machinelearning [29] #datascience,#ai Top Word Pairs in Tweet in G6:
[138] #bigdata,#analytics [108] #iiot,#python [104] #ai,#iiot [104] #analytics,#ai [103] #cybersecurity,#bigdata [102] #python,#rstats [101] #machinelearning,#datascience [100] #sql,#cybersecurity [100] #datascience,#sql [48] cheat,sheet Top Word Pairs in Tweet in G7:
[71] tut_ml,learn [68] courses,#machinelearning [68] #100daysofcode,#iot [68] #machinelearning,#100daysofcode [49] online,courses [47] statistics,free [47] learn,statistics [47] free,using [47] using,online [44] #iot,#100daysofm Top Word Pairs in Tweet in G8:
[24] #bigdata,#ai [21] #machinelearning,#datascience [17] #ai,#iot [16] #iot,#bigdata [16] #cybersecurity,#bigdata [15] #law,finance [15] exams,#onlineclass [15] help,dm [15] assignment,help [15] dm,#essays Top Word Pairs in Tweet in G9:
[24] #microsoft,#chatgpt [24] #chatgpt,#data [24] #data4good,#datascience [24] #datascience,#microsoft [23] #riskmanagement,#microsoft [23] #informationsecurity,#cloudcomputing [23] #cybersecurity,#privacy [23] #cloudcomputing,#riskmanagement [23] #data,#informationsecurity [23] #privacy,#data Top Word Pairs in Tweet in G10:
[3] yukarikingdom18,mhall55nine [3] sminaev2015,chantalsimonato [3] chantalsimonato,angelicagallegs [3] angelicagallegs,yukarikingdom18 [3] frisesally,sminaev2015 [3] mhall55nine,eoff_sylvia [3] eoff_sylvia,semicvet50 [2] semicvet50,brindusab [2] arnabch01,frisesally Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
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: