The graph represents a network of 3,031 Twitter users whose recent tweets contained "datamining", 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 1/8/2023 5:00:34 PM. The network was obtained from Twitter on Monday, 09 January 2023 at 07:50 UTC.
The tweets in the network were tweeted over the 2242-day, 9-hour, 3-minute period from Friday, 18 November 2016 at 15:51 UTC to Monday, 09 January 2023 at 00:54 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 : 3031
Unique Edges : 1034
Edges With Duplicates : 8591
Total Edges : 9625
Number of Edge Types : 9
Retweet : 3268
MentionsInRetweet : 3645
Replies to : 330
MentionsInReplyTo : 469
Tweet : 1538
Quote : 46
Mentions : 265
MentionsInQuote : 62
MentionsInQuoteReply : 2
Self-Loops : 1845
Reciprocated Vertex Pair Ratio : 0.0209981740718198
Reciprocated Edge Ratio : 0.0411326378539493
Connected Components : 421
Single-Vertex Connected Components : 213
Maximum Vertices in a Connected Component : 1960
Maximum Edges in a Connected Component : 7444
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.233032
Graph Density : 0.000365312017839857
Modularity : 0.317979
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,031 Twitter users whose recent tweets contained "datamining", 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 1/8/2023 5:00:34 PM. The network was obtained from Twitter on Monday, 09 January 2023 at 07:50 UTC.
The tweets in the network were tweeted over the 2242-day, 9-hour, 3-minute period from Friday, 18 November 2016 at 15:51 UTC to Monday, 09 January 2023 at 00:54 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 : datamining
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:
[636] #bigdata,#ai [507] rosanaferrero,quieres [420] quieres,aprender [417] aprender,crear [417] tutoriales,necesitas [417] preciosos,tienes [417] mapas,útiles [417] tienes,tutoriales [417] crear,mapas [417] útiles,preciosos Top Word Pairs in Tweet in G1:
[450] rosanaferrero,quieres [385] tienes,tutoriales [385] útiles,preciosos [385] crear,mapas [385] tutoriales,necesitas [385] aprender,crear [385] quieres,aprender [385] preciosos,tienes [385] mapas,útiles [237] tus,datos Top Word Pairs in Tweet in G2:
[85] believe,#7 [85] don,really [85] beginners,don [85] #datascience,interview [85] really,believe [85] top,19 [85] 19,#datascience [85] interview,questions [85] questions,beginners [84] #7,actually Top Word Pairs in Tweet in G3:
[608] #bigdata,#ai [397] #ai,#machinelearning [352] #machinelearning,#deeplearning [347] #datascientists,#python [346] #deeplearning,#statistics [346] #statistics,#datascientists [324] #ai,#python [318] #rstats,#dataviz [315] #datamining,#dataliteracy [315] #dataliteracy,#rstats Top Word Pairs in Tweet in G4:
[95] data,entry [84] more,info [83] web,research [70] mining,web [70] #dataentry,#webresearch [69] #datacollection,#dataentry [69] #b2bleads,#copypaste [69] #webresearch,#webscraping [68] co,p8jxadeycr [68] info,co Top Word Pairs in Tweet in G5:
[105] version,hadleywickham [105] 's,book [105] hadleywickham,'s [105] online,version [105] check,online [103] rmarkdown,check [75] currently,early [75] mastering,shiny [75] early,development [75] shiny,currently Top Word Pairs in Tweet in G6:
[8] #ai,#python [8] #cloudcomputing,#datamining [7] #6g,predictions [7] #datamining,#connectivity [7] network,future [7] future,#5g [7] #5g,#iot [7] predictions,network [7] #flutter,#javascript [7] #serverless,#flutter Top Word Pairs in Tweet in G7:
[66] github,datamining [66] matsko3,github [66] thank,matsko3 [66] saovs,artworks [66] pretty,thank [66] artworks,pretty [65] asunastaciasama,saovs Top Word Pairs in Tweet in G8:
[65] files,technoserv [65] group,russian [65] #ddosecrets,published [65] published,approximately [65] #oprussia,#ddosecrets [65] tb,files [65] technoserv,t1 [65] approximately,tb [65] integration,group [65] t1,integration Top Word Pairs in Tweet in G9:
[38] tus,datos [31] 2023,olvides [31] nuevo,propósito [31] aprender,poder [31] datos,guarda [31] propósito,nuevo [31] partido,tus [31] olvides,aprender [31] año,nuevo [31] nuevo,2023 Top Word Pairs in Tweet in G10:
[35] latest,ptr [33] keeping,vibrant [33] purple,theme [33] ptr,datamining [33] pink,purple [33] parrot,mount [33] vibrant,parrot [33] datamining,found [33] theme,latest [33] vibrant,pink 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 G6:
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: