The graph represents a network of 2,451 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, 04 July 2022 at 06:53 UTC.
The requested start date was Monday, 04 July 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, 52-minute period from Monday, 20 June 2022 at 00:03 UTC to Sunday, 03 July 2022 at 23:55 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 : 2451
Unique Edges : 1386
Edges With Duplicates : 6501
Total Edges : 7887
Number of Edge Types : 5
Replies to : 217
Retweet : 2561
MentionsInRetweet : 3116
Tweet : 1458
Mentions : 535
Self-Loops : 1501
Reciprocated Vertex Pair Ratio : 0.0126894606979203
Reciprocated Edge Ratio : 0.02506091193874
Connected Components : 444
Single-Vertex Connected Components : 206
Maximum Vertices in a Connected Component : 1021
Maximum Edges in a Connected Component : 5532
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.690313
Graph Density : 0.00047843862147062
Modularity : 0.345402
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,451 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, 04 July 2022 at 06:53 UTC.
The requested start date was Monday, 04 July 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, 52-minute period from Monday, 20 June 2022 at 00:03 UTC to Sunday, 03 July 2022 at 23:55 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:
[421] #bulk,#data [284] #scraping,#datamining [283] #selling,#bulk [277] #ai,#python [274] #bigdata,#ai [265] #analytics,#bigdata [249] #hotels,#restaurants [249] #restaurants,#leads [249] #socialmedia,#scraping [237] #bigdata,#datascience Top Word Pairs in Tweet in G1:
[395] #bulk,#data [283] #scraping,#datamining [270] #selling,#bulk [250] #ai,#python [248] #hotels,#restaurants [248] #restaurants,#leads [248] #socialmedia,#scraping [235] #analytics,#bigdata [228] #bigdata,#ai [222] 3k,plus Top Word Pairs in Tweet in G2:
[127] #bigdata,#datascience [99] 100,free [92] kirkdborne,100 [88] free,#datascience [88] #datascience,ebooks [88] ebooks,downloadable [88] downloadable,pdf [88] pdf,beginners [88] beginners,experts [88] experts,theinsaneapp Top Word Pairs in Tweet in G3:
[32] data,mining [20] data,entry [10] #dataentry,#datamining [8] #data,#datamining [8] #machinelearning,#datamining [7] #datamining,#bigdata [7] #datamining,#data [6] data,science [6] mail,support [6] read,more Top Word Pairs in Tweet in G4:
[27] #ai,#datamining [18] #bigdata,#ai [16] #bigdata,#datascience [15] #machinelearning,#imageannotation [14] #datascience,#machinelearning [14] #machinelearning,clouds [14] clouds,perspective [14] perspective,future [14] future,#ai [14] #datamining,#robotics Top Word Pairs in Tweet in G5:
[104] done,datamining [104] datamining,sonic [104] sonic,origins [104] origins,found [104] found,something [104] something,interesting [104] interesting,apparently [104] apparently,100 [104] 100,games [103] ultimashadowx,done Top Word Pairs in Tweet in G6:
[91] hey,7eleven [91] 7eleven,need [91] need,scan [91] scan,license [91] license,legally [91] legally,buy [91] buy,cigarettes [91] cigarettes,law [90] gracienunyabiz,hey Top Word Pairs in Tweet in G7:
[75] eu,kommission [50] #cia,#datamining [50] #datamining,#swift [50] #swift,die [50] die,eu [50] kommission,behauptet [50] behauptet,keine [50] keine,kenntnis [50] kenntnis,davon [50] davon,die Top Word Pairs in Tweet in G8:
[78] bangkok,tour [78] kart_tour,news [59] news,datamining [46] datamining,special [46] one,week [46] week,pipe [46] tour,going [46] going,pull [42] special,pipe [42] pipe,one Top Word Pairs in Tweet in G9:
[37] pj_shoui,wt [30] wt,datamining [30] datamining,seeker [30] seeker,warm [30] warm,1sec [18] pj_shoui,先日dataminingされたドイツのデカールといい新しくdataminingされたイギリスのも良いなこれ [13] wt,dataminingされた新しいデカール [9] dataminingされた新しいデカール,bundeswehr [9] bundeswehr,day [9] 今朝ツイートしたミサイルの起動時間と作動時間に関するdataminingですが,パッチで適用されました Top Word Pairs in Tweet in G10:
[77] #email,#messaging [65] sekurprivate,swisf [58] #datamining,#locationmining [53] #messaging,#phonenumbers [50] #sekur,#privacy [45] use,#sekur [45] #agent,#listing [45] #listing,#datamining [45] #datamining,#lender [45] #lender,#skiptracing Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G5:
Top Replied-To in G8:
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: