The graph represents a network of 2,453 Twitter users whose tweets in the requested range contained "datamining", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 09 August 2021 at 06:39 UTC.
The requested start date was Monday, 09 August 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 23-hour, 16-minute period from Monday, 26 July 2021 at 00:20 UTC to Sunday, 08 August 2021 at 23:36 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
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 : 2453
Unique Edges : 1350
Edges With Duplicates : 9826
Total Edges : 11176
Number of Edge Types : 5
Retweet : 4271
MentionsInRetweet : 4826
Tweet : 1298
Mentions : 487
Replies to : 294
Self-Loops : 1406
Reciprocated Vertex Pair Ratio : 0.0115186420127311
Reciprocated Edge Ratio : 0.0227749475576865
Connected Components : 501
Single-Vertex Connected Components : 225
Maximum Vertices in a Connected Component : 1080
Maximum Edges in a Connected Component : 9194
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.617814
Graph Density : 0.000554802223066073
Modularity : 0.264466
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,453 Twitter users whose tweets in the requested range contained "datamining", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 09 August 2021 at 06:39 UTC.
The requested start date was Monday, 09 August 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 23-hour, 16-minute period from Monday, 26 July 2021 at 00:20 UTC to Sunday, 08 August 2021 at 23:36 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
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:
[1205] #rstats,#reactjs [1108] #ai,#python [1056] #python,#rstats [1055] #reactjs,#iot [1011] #iot,#iiot [748] #machinelearning,#ai [719] ø,ø [706] #analytics,#machinelearning [616] #analytics,#bigdata [542] #bulk,#data Top Word Pairs in Tweet in G1:
[1144] #rstats,#reactjs [1048] #ai,#python [1001] #reactjs,#iot [999] #python,#rstats [957] #iot,#iiot [696] #machinelearning,#ai [666] #analytics,#machinelearning [577] #analytics,#bigdata [487] #bigdata,#ai [459] #bulk,#data Top Word Pairs in Tweet in G2:
[59] download,free [59] free,ebook [59] ebook,47 [59] 47,pdf [59] pdf,#mathematics [59] #mathematics,needed [59] needed,preparation [59] preparation,introductory [59] introductory,class [59] class,#machinelearning Top Word Pairs in Tweet in G3:
[37] ø,ø [31] data,mining [29] #dataentry,#datamining [28] data,entry [22] àª,ઠ[21] ø,ù [19] ù,ø [17] ù,ù [16] click,link [12] link,below Top Word Pairs in Tweet in G4:
[68] #bulk,#data [66] #selling,#bulk [52] cursortek,#selling [46] 3k,plus [45] cursortek,cursortek [45] plus,#businesses [45] #businesses,#categoires [31] data,mining [29] #bigdata,#datamining [22] cursortek,checkout Top Word Pairs in Tweet in G5:
[100] ãƒ,ム[78] pj_shoui,wt [50] dataminingã,œã [50] œã,ÿæ [50] ÿæ,ム[28] wt,dataminingされた新しいデカール [27] dataminingされた新しいデカール,あの [27] あの,ラ [27] ラ,ボーですよね [27] wt,dataminingã Top Word Pairs in Tweet in G6:
[57] mario,vs [57] vs,peach [57] peach,tour [48] tour,50 [48] spotlight,week [48] week,one [48] one,possibly [48] possibly,going [48] going,pull [46] kart_tour,datamining Top Word Pairs in Tweet in G7:
[44] good,day [44] day,moushumi [44] professional,#dataentry [44] #dataentry,#internetrecherch [44] #internetrecherch,#datamining [44] very,dedicated [44] dedicated,person [44] person,work [44] work,perfectly [44] perfectly,firstly Top Word Pairs in Tweet in G8:
[43] actualizacion,datamining [43] datamining,#pokemonunite [43] #pokemonunite,hemos [43] hemos,podido [43] podido,tener [43] tener,acceso [43] acceso,estadísticas [43] estadísticas,internas [43] internas,próximos [42] nintenleaks,actualizacion Top Word Pairs in Tweet in G9:
[39] tiktok's,massive [39] massive,datamining [39] datamining,national [39] national,security [39] security,risk [38] mrbcyber,tiktok's [4] #cassandra,#kafka [4] mining,airbnb [4] airbnb,dataset [4] dataset,#datamining Top Word Pairs in Tweet in G10:
[16] swisf,swis [15] #news,swisf [15] swis,#cybersecurity [15] #cybersecurity,# [15] #,#databreach [15] #databreach,#privacymatters [15] #privacymatters,#datamining [15] #datamining,#bigtech [15] #bigtech,#theepochtimes [15] #theepochtimes,#libertarian 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 G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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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: