The graph represents a network of 3,489 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 2/5/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 06 February 2023 at 07:50 UTC.
The tweets in the network were tweeted over the 2930-day, 1-hour, 41-minute period from Wednesday, 28 January 2015 at 23:18 UTC to Monday, 06 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 : 3489
Unique Edges : 1436
Edges With Duplicates : 8354
Total Edges : 9790
Number of Edge Types : 9
Replies to : 649
MentionsInReplyTo : 875
Retweet : 2657
MentionsInRetweet : 3093
Tweet : 1934
Quote : 101
Mentions : 443
MentionsInQuoteReply : 17
MentionsInQuote : 21
Self-Loops : 2362
Reciprocated Vertex Pair Ratio : 0.0371747211895911
Reciprocated Edge Ratio : 0.0716845878136201
Connected Components : 710
Single-Vertex Connected Components : 347
Maximum Vertices in a Connected Component : 1728
Maximum Edges in a Connected Component : 6237
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.113188
Graph Density : 0.000298036949679333
Modularity : 0.372746
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,489 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 2/5/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 06 February 2023 at 07:50 UTC.
The tweets in the network were tweeted over the 2930-day, 1-hour, 41-minute period from Wednesday, 28 January 2015 at 23:18 UTC to Monday, 06 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 : 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:
[513] #bigdata,#datascience [500] feature,female [500] saw,someone [500] first,souls [500] ii,technically [500] character,cover [500] someone,point [500] souls,game [500] technically,first [500] dark,souls Top Word Pairs in Tweet in G1:
[498] feature,female [498] first,souls [498] dark,souls [498] souls,ii [498] character,cover [498] game,feature [498] female,character [498] ii,technically [498] souls,game [498] saw,someone Top Word Pairs in Tweet in G2:
[414] #scraping,#datamining [402] #bulk,#data [346] #selling,#bulk [322] #socialmedia,#scraping [285] 3k,plus [282] cursortek,#selling [277] #emailslist,#socialmedia [274] #restaurants,#leads [274] #hotels,#restaurants [229] #businesses,#categoires Top Word Pairs in Tweet in G3:
[95] #python,#datamining [94] #datamining,#dataliteracy [94] #datascientists,#python [94] #rstats,#dataviz [94] #statistics,#datascientists [94] #dataliteracy,#rstats [91] #deeplearning,#statistics [86] #machinelearning,#deeplearning [85] #ai,#machinelearning [75] #dataviz,#nlprocae Top Word Pairs in Tweet in G4:
[258] #bigdata,#datascience [205] #datascience,#ai [200] books,things [200] see,favorite [200] favorite,books [200] things,covering [200] kirkdborne,see [200] covering,#bigdata [200] #ai,#bots [198] #bots,#machinelearnin Top Word Pairs in Tweet in G5:
[145] visualización,datos [145] crear,gráficos [145] tienes,material [145] necesitas,crear [145] material,necesitas [145] ggplot2,tienes [145] taller,visualización [145] datos,ggplot2 [144] _sevillar,taller [144] gráficos,espectacul Top Word Pairs in Tweet in G6:
[17] redes,sociales [17] laboral,pruebas [17] correlación,pasas [17] rendimiento,laboral [17] #bigdata,#datamining [17] pasas,redes [17] sociales,rendimiento [16] rosanaferrero,correlación [16] datos,cómo [16] pruebas,hipótes Top Word Pairs in Tweet in G7:
[57] mining,web [57] data,entry [57] scraping,mining [57] entry,scraping [57] research,#business [57] kind,data [57] web,research [57] #business,#datascraper [57] #datascraper,#webcrawler [56] #leads,#copyright Top Word Pairs in Tweet in G8:
[34] الصغيرة,والمتوسطة [33] المؤسسات,الصغيرة [23] #مهرجان_المغامرات_الصحراوية,تعلن [23] تعلن,إدارة [23] تنمية,المؤسسات [23] ل,معنا [23] إدارة,هيئة [23] هيئة,تنمية [23] رسوم,تزامنا [23] معنا,بلا Top Word Pairs in Tweet in G9:
[46] kart_tour,datamining [27] crawly,kart [27] being,unused [27] tour,despite [27] added,light [27] blue,crawly [27] despite,being [27] kart,files [27] datamining,nintendo [27] light,blue Top Word Pairs in Tweet in G10:
[28] patch,10 [25] involving,baine [25] looks,questline [25] bloodhoof,coming [25] ahead,#dragonflight [25] questline,involving [25] 10,possible [25] coming,patch [25] baine,bloodhoof [25] spoilers,ahead Top Replied-To in Entire Graph:
Top Replied-To in G2:
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: