The graph represents a network of 3,162 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, 29 August 2022 at 06:51 UTC.
The requested start date was Monday, 29 August 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, 22-hour, 56-minute period from Monday, 15 August 2022 at 01:03 UTC to Sunday, 28 August 2022 at 23:59 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 : 3162
Unique Edges : 1428
Edges With Duplicates : 9830
Total Edges : 11258
Number of Edge Types : 5
Tweet : 2113
Replies to : 224
MentionsInRetweet : 4514
Retweet : 3879
Mentions : 528
Self-Loops : 2149
Reciprocated Vertex Pair Ratio : 0.0131654264453349
Reciprocated Edge Ratio : 0.0259887005649717
Connected Components : 523
Single-Vertex Connected Components : 273
Maximum Vertices in a Connected Component : 1496
Maximum Edges in a Connected Component : 8041
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.416142
Graph Density : 0.000354174182863132
Modularity : 0.298234
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 3,162 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, 29 August 2022 at 06:51 UTC.
The requested start date was Monday, 29 August 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, 22-hour, 56-minute period from Monday, 15 August 2022 at 01:03 UTC to Sunday, 28 August 2022 at 23:59 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:
[441] #bulk,#data [387] pj_shoui,wt [294] #selling,#bulk [286] #scraping,#datamining [274] data,mining [254] #socialmedia,#scraping [250] #hotels,#restaurants [250] #restaurants,#leads [241] data,analysis [236] 3k,plus Top Word Pairs in Tweet in G1:
[204] prueba,modelo [204] modelo,buen [204] buen,modelo [204] modelo,performance [204] performance,enfoque [204] enfoque,único [204] único,consistente [204] consistente,evaluar [204] evaluar,calidad [203] rosanaferrero,prueba Top Word Pairs in Tweet in G2:
[223] data,mining [196] data,science [182] data,analysis [167] machine,learning [123] #ai,#reactjs [119] #reactjs,#python [115] #databasestorage,#datamining [113] big,data [106] #analytics,#bigdata [105] #bigdata,#ai Top Word Pairs in Tweet in G3:
[62] #bigdata,#datascience [56] research,paper [52] data,analysis [51] download,free [51] follow,links [51] links,exploratory [51] exploratory,data [51] analysis,resources [51] resources,eda [51] eda,ebook Top Word Pairs in Tweet in G4:
[47] data,entry [28] web,research [20] #datacollection,#dataentry [20] #dataentry,#webresearch [19] data,mining [19] kind,data [19] entry,scraping [19] scraping,mining [19] mining,web [19] research,#business Top Word Pairs in Tweet in G5:
[387] pj_shoui,wt [87] wt,dataminingされた新しいデカール [80] dataminingされた新しいデカール,エリア88 [80] エリア88,キム [80] キム,アバのパーソナルエンブレム [80] アバのパーソナルエンブレム,tvアニメ [80] tvアニメ,ver [78] カモフラージュ,tv [69] harrier,gr [66] wt,datamining Top Word Pairs in Tweet in G6:
[146] secrets,anymore [145] shame,popular [145] popular,games [145] games,secrets [145] anymore,discovered [145] discovered,naturally [145] naturally,players [145] players,datamining [144] frozenfroh,shame [3] game,dev Top Word Pairs in Tweet in G7:
[59] kart_tour,datamining [51] bowser,tour [50] kart_tour,news [47] thanks,koopavocelot [45] #mariokarttour,thanks [39] news,datamining [37] datamining,next [37] next,tour [37] tour,teaser [37] teaser,#mariokarttour Top Word Pairs in Tweet in G8:
[37] neural,networks [35] please,come [35] come,kdd_news [35] kdd_news,tutorial [35] tutorial,titled [35] titled,graph [35] graph,neural [35] networks,foundation [35] foundation,frontiers [35] frontiers,applications Top Word Pairs in Tweet in G9:
[28] united,states [28] states,20 [28] 20,94 [28] 94,trillion [28] trillion,usd [28] usd,2020 [28] 2020,wanna [28] wanna,play [28] play,better [28] better,sure Top Word Pairs in Tweet in G10:
[59] المؤسسات,الصغيرة [59] الصغيرة,والمتوسطة [20] تنمية,المؤسسات [15] بهدف,تمكين [15] تمكين,المؤسسات [15] والمتوسطة,واستدامتها [15] واستدامتها,هيئة [15] هيئة,تنمية [15] والمتوسطة,وبالتعاون [15] وبالتعاون,مع Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G6:
Top Replied-To in G9:
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: