The graph represents a network of 2,317 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, 20 June 2022 at 06:50 UTC.
The requested start date was Monday, 20 June 2022 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, 29-minute period from Monday, 06 June 2022 at 00:29 UTC to Sunday, 19 June 2022 at 23:58 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 : 2317
Unique Edges : 1279
Edges With Duplicates : 6619
Total Edges : 7898
Number of Edge Types : 5
Retweet : 2693
MentionsInRetweet : 3313
Mentions : 559
Tweet : 1166
Replies to : 167
Self-Loops : 1218
Reciprocated Vertex Pair Ratio : 0.0190305206463196
Reciprocated Edge Ratio : 0.0373502466525722
Connected Components : 442
Single-Vertex Connected Components : 224
Maximum Vertices in a Connected Component : 1166
Maximum Edges in a Connected Component : 6177
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.532754
Graph Density : 0.000528868623666927
Modularity : 0.32502
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,317 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, 20 June 2022 at 06:50 UTC.
The requested start date was Monday, 20 June 2022 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, 29-minute period from Monday, 06 June 2022 at 00:29 UTC to Sunday, 19 June 2022 at 23:58 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:
[449] #bulk,#data [343] #analytics,#bigdata [316] #bigdata,#datascience [297] #bigdata,#ai [292] #selling,#bulk [283] #scraping,#datamining [258] #ai,#python [251] 3k,plus [251] #socialmedia,#scraping [250] #hotels,#restaurants Top Word Pairs in Tweet in G1:
[161] kirkdborne,free [138] #bigdata,#datascience [119] ebook,pdf [112] free,pdf [102] #abdsc,#bigdata [95] 100,free [88] kirkdborne,100 [84] free,630 [84] 630,#probability [84] #probability,ebook Top Word Pairs in Tweet in G2:
[309] #analytics,#bigdata [274] #bigdata,#ai [244] #ai,#python [161] #python,#rstats [136] #bigdata,#datascience [132] #machinelearning,#iot [119] #python,#reactjs [105] #reactjs,#machinelearning [104] #iot,#iiot [97] #rstats,#reactjs Top Word Pairs in Tweet in G3:
[38] data,entry [38] #agent,#listing [38] #listing,#datamining [38] #datamining,#lender [38] #lender,#skiptracing [38] #skiptracing,#cdldata [38] #cdldata,#cellphone [38] #cellphone,#email [38] #email,more [38] more,info Top Word Pairs in Tweet in G4:
[21] #bigdata,#datascience [20] #bigdata,#datamining [18] #datascience,#datamining [18] #ai,#machinelearning [14] #rpa,#datascience [13] #datascience,#bigdata [13] #datamining,financial [13] financial,performance [13] performance,financial [13] financial,decisions Top Word Pairs in Tweet in G5:
[86] really,happy [86] happy,share [86] share,publication [86] publication,nature [86] nature,scidata [86] scidata,describing [86] describing,huge [86] huge,rseeg [86] rseeg,dataset [86] dataset,1274 Top Word Pairs in Tweet in G6:
[81] metropolitan,tour [81] kart_tour,news [62] news,datamining [43] datamining,special [43] special,pipe [43] pipe,one [43] one,week [43] week,pipe [43] pipe,metropolitan [43] tour,going Top Word Pairs in Tweet in G7:
[30] hi,friends [28] informatician3,hi [15] friends,case [15] case,missed [15] missed,tutorial [15] tutorial,shows [15] shows,use [15] use,sra [15] sra,toolkit [15] toolkit,download Top Word Pairs in Tweet in G8:
[32] data,management [29] management,multi [29] multi,cloud [29] cloud,world [25] paladins,rwby [25] rwby,datamining [24] realm_leaks,paladins [17] world,#cloudcomputing [17] #cloudcomputing,#datamining [14] #data,#ai Top Word Pairs in Tweet in G9:
[17] #datascience,job [17] job,kewscience [17] kewscience,year [17] year,contract [17] contract,develop [17] develop,#datamining [17] #datamining,#naturallanguageprocessing [17] #naturallanguageprocessing,tools [17] tools,extracting [16] nickynicolson,#datascience Top Word Pairs in Tweet in G10:
[47] uh,sure [47] sure,datamining [47] datamining,fe [47] fe,warriors [47] warriors,three [47] three,hopes [47] hopes,quick [47] quick,look [47] look,files [47] files,note Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
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: