The graph represents a network of 3,263 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, 05 September 2022 at 06:55 UTC.
The requested start date was Monday, 05 September 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, 44-minute period from Monday, 22 August 2022 at 00:07 UTC to Sunday, 04 September 2022 at 23:51 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 : 3263
Unique Edges : 1545
Edges With Duplicates : 10735
Total Edges : 12280
Number of Edge Types : 5
Retweet : 4264
MentionsInRetweet : 5165
Replies to : 253
Tweet : 2088
Mentions : 510
Self-Loops : 2136
Reciprocated Vertex Pair Ratio : 0.0129801324503311
Reciprocated Edge Ratio : 0.0256276150627615
Connected Components : 559
Single-Vertex Connected Components : 278
Maximum Vertices in a Connected Component : 1673
Maximum Edges in a Connected Component : 9708
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.456706
Graph Density : 0.000359266607578083
Modularity : 0.29085
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 3,263 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, 05 September 2022 at 06:55 UTC.
The requested start date was Monday, 05 September 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, 44-minute period from Monday, 22 August 2022 at 00:07 UTC to Sunday, 04 September 2022 at 23:51 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:
[423] #bulk,#data [287] #selling,#bulk [282] 100,free [281] #scraping,#datamining [273] kirkdborne,100 [265] data,mining [258] pj_shoui,wt [249] #ai,#python [247] #socialmedia,#scraping [243] #hotels,#restaurants Top Word Pairs in Tweet in G1:
[125] #statistics,#dataviz [124] breve,resumen [124] resumen,estadísticos [124] estadísticos,gráficos [124] gráficos,recomendados [124] recomendados,tipo [124] tipo,variable [124] variable,#statistics [123] rosanaferrero,breve [123] #dataviz,#datavisuali Top Word Pairs in Tweet in G2:
[415] #bulk,#data [287] #selling,#bulk [276] #scraping,#datamining [247] #socialmedia,#scraping [243] #hotels,#restaurants [243] #restaurants,#leads [238] #ai,#python [224] 3k,plus [210] data,science [202] machine,learning Top Word Pairs in Tweet in G3:
[180] 100,free [173] kirkdborne,100 [124] free,#datascience [124] #datascience,ebooks [124] ebooks,downloadable [124] downloadable,pdf [124] pdf,beginners [124] beginners,experts [124] experts,theinsaneapp [123] theinsaneapp,#100daysofcode Top Word Pairs in Tweet in G4:
[52] data,entry [34] web,research [26] more,info [26] #webresearch,#webscraping [25] data,mining [25] kind,data [25] entry,scraping [25] scraping,mining [25] mining,web [25] research,#business Top Word Pairs in Tweet in G5:
[148] secrets,anymore [147] shame,popular [147] popular,games [147] games,secrets [147] anymore,discovered [147] discovered,naturally [147] naturally,players [147] players,datamining [146] frozenfroh,shame [2] frozenfroh,datamining Top Word Pairs in Tweet in G6:
[258] pj_shoui,wt [89] wt,datamining [60] area88,8e [59] wt,dataminingされた新しいdmmアバター [59] dataminingされた新しいdmmアバター,例のエリア88コラボ関連 [58] harrier,gr [41] wt,dataminingされた新しいdmmデカール [41] dataminingされた新しいdmmデカール,エリア88コラボ関連 [32] wt,dataminingされた新しいdmm装飾品 [32] dataminingされた新しいdmm装飾品,エリア88コラボ関連 Top Word Pairs in Tweet in G7:
[96] kart_tour,datamining [49] kart_tour,news [49] bowser,tour [49] #mariokarttour,thanks [49] thanks,koopavocelot [39] next,tour [37] news,datamining [37] datamining,next [37] tour,teaser [37] teaser,#mariokarttour Top Word Pairs in Tweet in G8:
[53] الصغيرة,والمتوسطة [52] المؤسسات,الصغيرة [21] تنمية,المؤسسات [19] إدارة,تنمية [19] والمتوسطة,بمحافظة [18] للتسجيل,في [18] حرفة,النسيج [17] بمحافظة,جنوب [17] جنوب,الشرقية [16] #المسار,إدارة Top Word Pairs in Tweet in G9:
[3] kevinolearytv,great [3] great,#datamining [3] #datamining,5000 [3] 5000,hour [3] hour,sold [3] sold,we_are_jupiter [3] we_are_jupiter,10 [3] 10,#globalmarketshare [3] #globalmarketshare,gt [3] gt,50 Top Word Pairs in Tweet in G10:
[32] l'époque,live [32] live,leak [32] leak,datamining [32] datamining,remonte [32] remonte,plus [32] plus,loin [32] loin,manque [32] manque,ça [32] ça,sorte [32] sorte,personne Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
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:
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: