The graph represents a network of 1,591 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 1/8/2023 5:00:34 PM. The network was obtained from Twitter on Monday, 09 January 2023 at 19:33 UTC.
The tweets in the network were tweeted over the 2182-day, 21-hour, 44-minute period from Thursday, 12 January 2017 at 15:40 UTC to Wednesday, 04 January 2023 at 13:24 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 : 1591
Unique Edges : 2454
Edges With Duplicates : 21071
Total Edges : 23525
Number of Edge Types : 9
Mentions : 2847
Replies to : 192
MentionsInReplyTo : 1743
Retweet : 3815
MentionsInRetweet : 13891
Quote : 219
MentionsInQuote : 502
Tweet : 314
MentionsInQuoteReply : 2
Self-Loops : 1531
Reciprocated Vertex Pair Ratio : 0.0516236469608659
Reciprocated Edge Ratio : 0.0981789390340459
Connected Components : 49
Single-Vertex Connected Components : 39
Maximum Vertices in a Connected Component : 1519
Maximum Edges in a Connected Component : 23412
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.626807
Graph Density : 0.00199708264649028
Modularity : 0.14114
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,591 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 1/8/2023 5:00:34 PM. The network was obtained from Twitter on Monday, 09 January 2023 at 19:33 UTC.
The tweets in the network were tweeted over the 2182-day, 21-hour, 44-minute period from Thursday, 12 January 2017 at 15:40 UTC to Wednesday, 04 January 2023 at 13:24 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:
[1287] #datascibowl,nodexl [558] #datascience,#ai [482] social,good [454] #datascience,bowl [390] power,#datascience [365] #bigdata,#datascience [361] nodexl,this0499154500 [355] nodexl,kirkdborne [336] boozallen,kaggle [331] eli_krumova,salhaj Top Word Pairs in Tweet in G1:
[212] social,good [211] #bigdata,#datascience [209] #datascience,#ai [169] power,#datascience [136] #datascience,bowl [128] #datascience,#machinelearning [126] inform,ignite [126] inspire,drive [126] drive,#innovation [126] ignite,social Top Word Pairs in Tweet in G2:
[1203] #datascibowl,nodexl [361] nodexl,this0499154500 [328] eli_krumova,salhaj [305] nodexl,eli_krumova [299] this0499154500,eli_krumova [287] michaelbathurst,this0499154500 [281] fmfrancoise,#datascibowl [276] nodexl,chidambara09 [259] nodexl,kirkdborne [241] eli_krumova,chidambara09 Top Word Pairs in Tweet in G3:
[187] #datascience,bowl [147] boozallen,pbskids [128] ht,kirkdborne [127] pbskids,kaggle [120] boozallen,kaggle [116] kirkdborne,boozallen [104] social,good [104] #datascience,#ai [96] 2019,#datascience [87] power,#datascience Top Word Pairs in Tweet in G4:
[76] kirkdborne,boozallen [64] #datascience,bowl [63] #bigdata,#datascience [61] nodexl,kirkdborne [59] data,science [53] #datascibowl,nodexl [50] boozallen,kaggle [50] science,bowl [39] kaggler,nicfinnie [39] approach,#datascibowl Top Word Pairs in Tweet in G5:
[72] #datascibowl,winners [70] year's,#datascibowl [70] drug,discovery [69] accelerated,#deeplearning [69] step,drug [69] #deeplearning,speed [69] used,#gpu [69] speed,crucial [69] crucial,step [69] winners,used Top Word Pairs in Tweet in G6:
[10] #data4good,#datascibowl [8] year's,#datascibowl [7] #gpu,accelerated [7] #deeplearning,speed [7] winners,used [7] step,drug [7] identifying,nucleus [7] speed,crucial [7] data,science [7] each,cell Top Word Pairs in Tweet in G7:
[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 G8:
[8] year's,#datascibowl [7] hope,find [7] #datascibowl,github [7] solution,year's [7] repository,hope [7] put,together [7] together,solution [7] helpful,#keras [7] github,repository [7] find,helpful Top Word Pairs in Tweet in G9:
[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 G10:
[4] d63,finally [4] hr,back [4] practicing,swift [4] imagine,feeling [4] went,1250 [4] identification,challenge [4] improving,dog [4] tonight,#feedtheswift [4] playgrounds,hr [4] r1d62,d63 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 G5:
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 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: