The graph represents a network of 3,436 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 3/5/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 06 March 2023 at 07:51 UTC.
The tweets in the network were tweeted over the 1488-day, 13-hour, 50-minute period from Wednesday, 06 February 2019 at 11:05 UTC to Monday, 06 March 2023 at 00:55 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 : 3436
Unique Edges : 2024
Edges With Duplicates : 8064
Total Edges : 10088
Number of Edge Types : 9
Quote : 131
Tweet : 2040
Retweet : 2516
MentionsInRetweet : 3337
Mentions : 400
Replies to : 645
MentionsInReplyTo : 925
MentionsInQuote : 31
MentionsInQuoteReply : 63
Self-Loops : 2439
Reciprocated Vertex Pair Ratio : 0.0333942081920167
Reciprocated Edge Ratio : 0.0646301439030548
Connected Components : 731
Single-Vertex Connected Components : 366
Maximum Vertices in a Connected Component : 1290
Maximum Edges in a Connected Component : 5494
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.265684
Graph Density : 0.000335602313376815
Modularity : 0.404941
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,436 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 3/5/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 06 March 2023 at 07:51 UTC.
The tweets in the network were tweeted over the 1488-day, 13-hour, 50-minute period from Wednesday, 06 February 2019 at 11:05 UTC to Monday, 06 March 2023 at 00:55 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:
[508] #ai,#machinelearning [418] #scraping,#datamining [383] #bulk,#data [329] #selling,#bulk [323] #socialmedia,#scraping [312] #machinelearning,#iot [285] 3k,plus [277] cursortek,#selling [277] #hotels,#restaurants [277] #restaurants,#leads Top Word Pairs in Tweet in G1:
[258] discord,datamining [129] comment,commit [129] datamining,discord [129] datamining,comment [111] data,entry [90] web,research [86] #webresearch,#webscraping [84] mining,web [83] #dataentry,#webresearch [80] #datacollection,#dataentry Top Word Pairs in Tweet in G2:
[139] inferencia,modelado [139] exploración,datos [139] clave,conjunto [139] predictivo,partes [139] datos,inferencia [139] modelado,predictivo [139] limpieza,exploración [139] partes,clave [138] rosanaferrero,limpieza [80] lineales,generalizados Top Word Pairs in Tweet in G3:
[45] machine,learning [35] data,mining [30] extra,#dataprotection [28] #dataprivacy,check [28] #dataprotection,#dataprivacy [28] cheat,sheets [27] #bigdata,#businessintelligence [25] #machinelearning,#ai [24] check,otcqx [23] perfect,place Top Word Pairs in Tweet in G4:
[445] #ai,#machinelearning [417] #scraping,#datamining [378] #bulk,#data [326] #selling,#bulk [323] #socialmedia,#scraping [291] #machinelearning,#iot [283] 3k,plus [277] #restaurants,#leads [277] cursortek,#selling [277] #hotels,#restaurants Top Word Pairs in Tweet in G5:
[48] #equalpay,verhandelbar [47] polizei,verfassungswidrig [47] verhandelbar,die [47] kein,grund [47] #datamining,polizei [47] verfassungswidrig,#equalpay [47] feiern,#datamining [47] grund,feiern [46] sarahannlincoln,kein [27] #datamining,#predictivepolicing Top Word Pairs in Tweet in G6:
[125] assets,pre [125] pre,release [125] datamining,lgbtq [125] takesappalling,datamining [125] lgbtq,assets [124] k_r_a_b_b_y,takesappalling [2] akoraoridanus,takesappalling Top Word Pairs in Tweet in G7:
[63] الصغيرة,والمتوسطة [59] المؤسسات,الصغيرة [46] تنمية,المؤسسات [42] التسجيل,في [38] باب,التسجيل [38] فتح,باب [38] عن,فتح [32] التدريبي,إدارة [27] التسجيل,للبرنامج [27] للبرنامج,التدريبي Top Word Pairs in Tweet in G8:
[43] #bigdata,#datascience [29] knowledge,discovery [28] #datascience,#ai [28] classic,applications [28] handbook,recent [28] many,classic [28] recent,book [28] book,covers [28] #datamining,knowledge [28] covers,many Top Word Pairs in Tweet in G9:
[46] #bioinformatics,#datavisualization [46] #datavisualization,#datascience [42] #datascience,#programmer [31] #programmer,#programming [24] #ai,#deeplearning [24] #programming,#ai [23] #bigdata,#datascience [18] #machinelearning,#ml [17] #100daysofcode,#dataanalytics [17] #deeplearning,#machinelearning Top Word Pairs in Tweet in G10:
[60] grusdog,datamining [58] toshi,live [58] datamining,toshi [12] stop,see [8] kits,events [8] datamining,live [8] live,tonight [8] ll,datamining [8] see,kits [8] tonight,senseiprofessor Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
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: