The graph represents a network of 2,638 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, 07 March 2022 at 07:37 UTC.
The requested start date was Monday, 07 March 2022 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 11-day, 1-hour, 20-minute period from Monday, 21 February 2022 at 01:37 UTC to Friday, 04 March 2022 at 02:58 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 : 2638
Unique Edges : 1244
Edges With Duplicates : 8352
Total Edges : 9596
Number of Edge Types : 5
Retweet : 3579
MentionsInRetweet : 4341
Replies to : 157
Tweet : 977
Mentions : 542
Self-Loops : 1029
Reciprocated Vertex Pair Ratio : 0.0116890707188778
Reciprocated Edge Ratio : 0.0231080300404391
Connected Components : 344
Single-Vertex Connected Components : 153
Maximum Vertices in a Connected Component : 1030
Maximum Edges in a Connected Component : 6762
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.163307
Graph Density : 0.000497670779997602
Modularity : 0.318941
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,638 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, 07 March 2022 at 07:37 UTC.
The requested start date was Monday, 07 March 2022 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 11-day, 1-hour, 20-minute period from Monday, 21 February 2022 at 01:37 UTC to Friday, 04 March 2022 at 02:58 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:
[576] security,breach [574] fnaf,security [570] anyone,find [570] find,datamining [570] datamining,latest [570] latest,fnaf [570] breach,update [570] update,#fnafsecuritybreach [570] #fnafsecuritybreach,#fnaf [568] pdylan002,anyone Top Word Pairs in Tweet in G1:
[566] anyone,find [566] find,datamining [566] datamining,latest [566] latest,fnaf [566] fnaf,security [566] security,breach [566] breach,update [566] update,#fnafsecuritybreach [566] #fnafsecuritybreach,#fnaf [565] pdylan002,anyone Top Word Pairs in Tweet in G2:
[321] #iot,#iiot [278] #analytics,#machinelearning [261] #python,#rstats [256] #ai,#python [254] #machinelearning,#ai [243] #rstats,#reactjs [237] #bigdata,#datascience [225] #reactjs,#iot [203] #machinelearning,#deeplearning [177] machine,learning Top Word Pairs in Tweet in G3:
[158] #bigdata,#datascience [100] pdf,#bigdata [85] 140,#machinelearning [85] #machinelearning,formulas [85] formulas,#datascientists [85] #datascientists,free [85] free,17 [85] 17,pdf [83] kirkdborne,140 [83] #datascience,# Top Word Pairs in Tweet in G4:
[22] data,entry [20] data,mining [13] need,data [13] #datascience,#datamining [13] #dataanalytics,#datascience [12] #comptia,#data [12] #data,#dataanalytics [12] #datamining,#databasemanagement [12] #databasemanagement,#dataanalyst [12] #dataanalyst,#datajobs Top Word Pairs in Tweet in G5:
[70] kart_tour,news [63] news,datamining [62] sky,tour [55] kart_tour,datamining [52] datamining,#mariokarttour [49] ver,12 [37] #mariokarttour,ver [37] 12,update [37] update,released [37] released,loading Top Word Pairs in Tweet in G6:
[134] swisf,swis [123] swis,#privacy [104] #privacy,arrived [103] arrived,ready [103] ready,push [103] push,harder [103] harder,#usa [103] #usa,market [99] globexdata,swisf [94] protecting,#americans Top Word Pairs in Tweet in G7:
[46] #entrepreneur,#business [46] #business,#wontstop [46] #wontstop,#mindset [46] #mindset,#success [43] #success,#hustle [41] #hustle,#freedom [41] #freedom,#datamining [30] cursortek,checkout [30] checkout,cursortek [30] #bulk,#data Top Word Pairs in Tweet in G8:
[18] understanding,significance [18] significance,#iot [18] #iot,creation [18] creation,#cities [18] #cities,#smartcities [18] #smartcities,#smarthome [18] #smarthome,#ai [17] globaliqx,understanding [17] #ai,#dat [13] #ai,#iot Top Word Pairs in Tweet in G9:
[71] warning,thinking [71] thinking,downloading [71] downloading,#truthsocial [71] #truthsocial,know [71] know,data [71] data,apple [71] apple,store [71] store,phone [71] phone,collects [70] scchristopher77,warning Top Word Pairs in Tweet in G10:
[23] datamining,shows [23] shows,primal [23] primal,beast [23] beast,named [23] named,chogon [20] wordle,data [20] data,analysis [20] data,mining [16] #datascience,#datamining [14] friends,text 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 G7:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: