The graph represents a network of 3,785 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, 19 September 2022 at 06:55 UTC.
The requested start date was Monday, 19 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, 2-hour, 31-minute period from Monday, 05 September 2022 at 00:29 UTC to Sunday, 18 September 2022 at 03:00 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 : 3785
Unique Edges : 1099
Edges With Duplicates : 11128
Total Edges : 12227
Number of Edge Types : 5
Retweet : 4467
MentionsInRetweet : 4953
Tweet : 2038
Mentions : 473
Replies to : 296
Self-Loops : 2101
Reciprocated Vertex Pair Ratio : 0.0118988596926128
Reciprocated Edge Ratio : 0.0235178833904949
Connected Components : 418
Single-Vertex Connected Components : 214
Maximum Vertices in a Connected Component : 1174
Maximum Edges in a Connected Component : 7336
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 2.898736
Graph Density : 0.00028500730322487
Modularity : 0.313645
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 3,785 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, 19 September 2022 at 06:55 UTC.
The requested start date was Monday, 19 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, 2-hour, 31-minute period from Monday, 05 September 2022 at 00:29 UTC to Sunday, 18 September 2022 at 03:00 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:
[1460] ø,ø [1129] datamining,people [1125] people,long [1125] long,known [1125] known,street [1125] street,fighter [1125] fighter,iii [1125] iii,3rd [1125] 3rd,strike [1125] strike,featured Top Word Pairs in Tweet in G1:
[1121] datamining,people [1121] people,long [1121] long,known [1121] known,street [1121] street,fighter [1121] fighter,iii [1121] iii,3rd [1121] 3rd,strike [1121] strike,featured [1121] featured,hidden Top Word Pairs in Tweet in G2:
[410] #bulk,#data [289] #selling,#bulk [260] #scraping,#datamining [245] #ai,#python [235] data,science [231] #hotels,#restaurants [231] #restaurants,#leads [231] #socialmedia,#scraping [225] ø,ø [217] 3k,plus Top Word Pairs in Tweet in G3:
[360] epic,games [359] according,epic [359] games,season [359] season,update [359] update,larger [359] larger,normal [359] normal,platforms [359] platforms,hope [359] hope,break [358] shiinabr,according Top Word Pairs in Tweet in G4:
[180] download,free [174] kirkdborne,download [119] free,ebook [119] ebook,47 [119] 47,pdf [119] pdf,#mathematics [119] #mathematics,needed [119] needed,preparation [119] preparation,introductory [119] introductory,class Top Word Pairs in Tweet in G5:
[91] more,info [82] data,entry [58] web,research [50] kind,data [50] entry,scraping [50] scraping,mining [50] mining,web [50] research,#business [50] #business,#datascraper [50] #datascraper,#webcrawler Top Word Pairs in Tweet in G6:
[78] cã,mo [53] rosanaferrero,cã [51] ciencia,datos [49] mo,diagnosticar [49] diagnosticar,validar [49] validar,modelo [49] modelo,regresiã [49] regresiã,co [49] co,wbbpilooct [49] wbbpilooct,meme Top Word Pairs in Tweet in G7:
[1046] ø,ø [657] ø,ù [506] ù,ø [280] ù,ù [160] øªø,ø [113] ù,øªø [98] ùš,ø [97] ø,ùšø [95] ù,ùšø [93] ùšø,ø Top Word Pairs in Tweet in G8:
[137] #python,#python_automation [137] #python_automation,#web_scraping [135] #web_scraping,#web_automation_using_python [132] #web_automation_using_python,#scrapewebsites [114] #scrapewebsites,#webscraper_in_python [100] #webscraper_in_python,#selenium [97] #selenium,#pandas [97] #pandas,#beautifulsoup [97] #beautifulsoup,#csv [97] #csv,#excel Top Word Pairs in Tweet in G9:
[48] pj_shoui,wt [38] ãƒ,ム[32] uhqテクスチャのdataminingで確認されていたとはいえ,君イベントで来ちゃうのか [32] wt,datamining [31] pj_shoui,uhqテクスチャのdataminingで確認されていたとはいえ [30] ãƒ,æ [22] devé,dataminingã [22] dataminingã,alr [22] alr,67 [22] 67,rwrã Top Word Pairs in Tweet in G10:
[77] kart_tour,news [69] news,datamining [50] datamining,special [50] special,pipe [50] pipe,one [50] one,week [50] week,pipe [50] tour,going [50] going,pull [48] pull,#mariokarttour 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 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: