The graph represents a network of 2,627 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, 27 December 2021 at 07:39 UTC.
The requested start date was Monday, 27 December 2021 at 01:01 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, 40-minute period from Monday, 13 December 2021 at 01:19 UTC to Monday, 27 December 2021 at 01:00 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 : 2627
Unique Edges : 1338
Edges With Duplicates : 10907
Total Edges : 12245
Number of Edge Types : 5
Retweet : 4623
MentionsInRetweet : 5562
Tweet : 1291
Mentions : 532
Replies to : 237
Self-Loops : 1404
Reciprocated Vertex Pair Ratio : 0.0108816964285714
Reciprocated Edge Ratio : 0.0215291195142147
Connected Components : 402
Single-Vertex Connected Components : 186
Maximum Vertices in a Connected Component : 1324
Maximum Edges in a Connected Component : 10103
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.492516
Graph Density : 0.00052518648251461
Modularity : 0.267975
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,627 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, 27 December 2021 at 07:39 UTC.
The requested start date was Monday, 27 December 2021 at 01:01 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, 40-minute period from Monday, 13 December 2021 at 01:19 UTC to Monday, 27 December 2021 at 01:00 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:
[957] #iot,#iiot [856] #analytics,#machinelearning [823] #machinelearning,#ai [772] #rstats,#reactjs [763] #python,#rstats [751] #reactjs,#iot [740] #ai,#python [658] #bigdata,#analytics [636] #bulk,#data [571] #datascience,#ai Top Word Pairs in Tweet in G1:
[937] #iot,#iiot [800] #machinelearning,#ai [787] #analytics,#machinelearning [755] #rstats,#reactjs [745] #python,#rstats [735] #reactjs,#iot [724] #ai,#python [615] #bulk,#data [592] #bigdata,#analytics [534] #iiot,#ml Top Word Pairs in Tweet in G2:
[187] kirkdborne,free [181] #bigdata,# [144] online,ebook [144] ebook,open [144] open,access [144] access,#machinelearning [144] #machinelearning,scratch [144] scratch,#datasciencectrl [144] #datasciencectrl,#bigdata [142] kirkdborne,online Top Word Pairs in Tweet in G3:
[71] data,entry [54] #webresearch,#webscraping [51] more,info [48] web,research [47] #dataentry,#webresearch [47] #datamining,#leads [46] mining,web [46] #leads,#copyright [46] #copyright,#datacollection [46] #datacollection,#dataentry Top Word Pairs in Tweet in G4:
[85] #bigdata,#datamining [65] #datamining,#bigdata [60] data,mining [57] machine,learning [55] artificial,intelligence [51] #datamining,#app [39] #app,#apps [36] best,artificial [36] intelligence,tools [36] tools,bloggers Top Word Pairs in Tweet in G5:
[133] pc,datamining [131] time,guys [131] guys,tell [131] tell,devs [131] devs,ignore [131] ignore,pc [131] datamining,imma [131] imma,slap [131] slap,tweet [130] mildlyswanky,time Top Word Pairs in Tweet in G6:
[100] imaginez,tête [100] tête,l'illustratrice [100] l'illustratrice,lorsque [100] lorsque,lui [100] lui,envoie [100] envoie,très [100] très,sérieusement [100] sérieusement,description [100] description,détaillée [100] détaillée,émotes Top Word Pairs in Tweet in G7:
[72] discoverd,zviznemte [69] news_pikmin,datamining [67] kart_tour,news [63] penguin,tour [63] #pikminbloom,#pikmin [63] #pikmin,discoverd [51] news,datamining [29] decor,pikmin [26] tour,datamined [26] datamined,information Top Word Pairs in Tweet in G8:
[27] 17,years [27] geethamhp,returned [27] returned,school [22] swisf,swis [22] swis,#privacy [22] #privacy,arrived [17] manjunath,proved [17] proved,never [17] never,late [17] late,#startup Top Word Pairs in Tweet in G9:
[139] data,entry [81] professional,data [81] entry,expert [76] #dataentry,#internetresearch [76] #internetresearch,#copypaste [76] #copypaste,#datamining [73] job,perfectly [59] hi,professional [42] #datamining,#datacleaning [38] entry,jobs Top Word Pairs in Tweet in G10:
[22] busy,datamining [22] datamining,upcoming [22] upcoming,items [22] items,pet [22] pet,eggs [22] eggs,defikingdoms [22] defikingdoms,written [22] written,full [22] full,report [21] sarahfromgaia,busy Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G9:
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:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G4:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: