The graph represents a network of 1,568 Twitter users whose recent tweets contained "#dataSciBowl", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/5/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 06 March 2023 at 19:36 UTC.
The tweets in the network were tweeted over the 2243-day, 5-hour, 9-minute period from Thursday, 12 January 2017 at 15:40 UTC to Sunday, 05 March 2023 at 20:49 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 1568
Unique Edges : 2356
Edges With Duplicates : 21461
Total Edges : 23817
Number of Edge Types : 9
Mentions : 2841
Replies to : 198
MentionsInReplyTo : 1822
Retweet : 3810
MentionsInRetweet : 14099
Quote : 221
MentionsInQuote : 510
Tweet : 314
MentionsInQuoteReply : 2
Self-Loops : 1608
Reciprocated Vertex Pair Ratio : 0.0526428418574791
Reciprocated Edge Ratio : 0.100020329335231
Connected Components : 52
Single-Vertex Connected Components : 40
Maximum Vertices in a Connected Component : 1484
Maximum Edges in a Connected Component : 23683
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.622171
Graph Density : 0.00200198937264759
Modularity : 0.132755
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,568 Twitter users whose recent tweets contained "#dataSciBowl", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/5/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 06 March 2023 at 19:36 UTC.
The tweets in the network were tweeted over the 2243-day, 5-hour, 9-minute period from Thursday, 12 January 2017 at 15:40 UTC to Sunday, 05 March 2023 at 20:49 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : #dataSciBowl
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:
[1324] #datascibowl,nodexl [557] #datascience,#ai [471] social,good [449] #datascience,bowl [386] power,#datascience [374] nodexl,kirkdborne [363] #bigdata,#datascience [361] nodexl,this0499154500 [349] fmfrancoise,#datascibowl [332] boozallen,kaggle Top Word Pairs in Tweet in G1:
[233] social,good [231] #datascience,#ai [208] #bigdata,#datascience [191] power,#datascience [148] #datascience,bowl [135] inform,ignite [135] inspire,drive [135] drive,#innovation [135] ignite,social [135] good,opportunities Top Word Pairs in Tweet in G2:
[1229] #datascibowl,nodexl [358] nodexl,this0499154500 [324] eli_krumova,salhaj [314] nodexl,eli_krumova [297] fmfrancoise,#datascibowl [294] this0499154500,eli_krumova [290] nodexl,kirkdborne [282] michaelbathurst,this0499154500 [275] nodexl,chidambara09 [272] #datascience,#ai Top Word Pairs in Tweet in G3:
[91] #datascibowl,nodexl [88] kirkdborne,boozallen [82] #datascibowl,winners [81] year's,#datascibowl [75] drug,discovery [73] nodexl,kirkdborne [71] used,#gpu [71] crucial,step [71] #gpu,accelerated [71] step,drug Top Word Pairs in Tweet in G4:
[74] #datascience,bowl [65] boozallen,kaggle [55] kirkdborne,boozallen [46] boozallen,pbskids [44] pbskids,kaggle [41] 2019,#datascience [39] data,science [39] science,bowl [36] early,childhood [36] childhood,education Top Word Pairs in Tweet in G5:
[10] #data4good,#datascibowl [9] year's,#datascibowl [8] used,#gpu [8] each,cell [8] crucial,step [8] #deeplearning,speed [8] step,drug [8] #gpu,accelerated [8] accelerated,#deeplearning [8] speed,crucial Top Word Pairs in Tweet in G6:
[17] one,highest [17] challenge,knowing [17] data,science [17] bowl,#datascibowl [17] knowing,prize [17] science,bowl [17] prize,guaranteed [17] guaranteed,data [17] compete,challenge [17] #datascibowl,one Top Word Pairs in Tweet in G7:
[8] lópez,urrutia [8] tercer,puesto [8] ieo_gijon,magnífico [8] ángel,lópez [8] magnífico,tercer [8] urrutia,ieooceanografia [8] enhorabuena,ángel [8] ieooceanografia,ieo_gijon [8] puesto,#datascibowl [7] glez_quiros_ieo,enhorabuena Top Word Pairs in Tweet in G8:
[10] winners,used [10] #datascibowl,winners [10] used,#gpu [10] speed,crucial [10] accelerated,#deeplearning [10] drug,discovery [10] #deeplearning,speed [10] #gpu,accelerated [10] year's,#datascibowl [10] crucial,step Top Word Pairs in Tweet in G9:
[3] coinmarketcap,coingecko [3] coingecko,tradingview [2] #btaf,#bitcoin [2] #bitcoin,#binance [2] #bnb,cz_binance [2] read,#btaftoken [2] #btaftoken,#btaf [2] btaftoken,coinmarketcap [2] #binance,#bnb [2] tradingview,read Top Word Pairs in Tweet in G10:
[4] identification,challenge [4] improving,dog [4] d41,forgot [4] r1d40,d41 [4] challenge,yesterday [4] worked,improving [4] yesterday,worked [4] breed,identification [4] dog,breed [4] forgot,tweet 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 G4:
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 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: