The graph represents a network of 4,982 Twitter users whose recent tweets contained "berkman", 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 2/6/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 07 February 2023 at 16:21 UTC.
The tweets in the network were tweeted over the 4314-day, 19-hour, 37-minute period from Saturday, 16 April 2011 at 03:17 UTC to Monday, 06 February 2023 at 22:55 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 : 4982
Unique Edges : 3478
Edges With Duplicates : 10379
Total Edges : 13857
Number of Edge Types : 9
Retweet : 2378
MentionsInRetweet : 4074
Replies to : 2010
MentionsInReplyTo : 2913
MentionsInQuoteReply : 17
Quote : 174
Tweet : 1295
MentionsInQuote : 164
Mentions : 832
Self-Loops : 1647
Reciprocated Vertex Pair Ratio : 0.0449984797810885
Reciprocated Edge Ratio : 0.0861216176898458
Connected Components : 687
Single-Vertex Connected Components : 284
Maximum Vertices in a Connected Component : 748
Maximum Edges in a Connected Component : 2939
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 3.816128
Graph Density : 0.000277006055366877
Modularity : 0.478679
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,982 Twitter users whose recent tweets contained "berkman", 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 2/6/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 07 February 2023 at 16:21 UTC.
The tweets in the network were tweeted over the 4314-day, 19-hour, 37-minute period from Saturday, 16 April 2011 at 03:17 UTC to Monday, 06 February 2023 at 22:55 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 : berkman
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:
[693] lance,berkman [525] royal,family [522] zeynep,wrote [521] british,royal [379] alexander,berkman [361] exposed,zeynep [361] against,british [361] nytimes,against [361] disgusting,piece [361] piece,nytimes Top Word Pairs in Tweet in G1:
[523] royal,family [522] zeynep,wrote [521] british,royal [361] nytimes,against [361] exposed,zeynep [361] disgusting,piece [361] against,british [361] piece,nytimes [361] wrote,disgusting [360] actually,member Top Word Pairs in Tweet in G2:
[84] ula525,berkman_go_boom [49] barry,berkman [37] jack,black [36] autism,parents [35] autistic,kids [34] worse,guys [34] show,autistic [34] hate,autism [34] guys,guys [34] parents,show Top Word Pairs in Tweet in G3:
[335] lance,berkman [152] big,puma [149] puma,lance [149] 15,#astros [111] card,limited [67] 2b,altuve [66] ss,correa [65] bagwell,2b [65] 1b,bagwell [59] switch,hitters Top Word Pairs in Tweet in G4:
[70] alexander,berkman [53] lance,berkman [48] barry,berkman [37] david,berkman [35] true,manhood [35] manhood,alexander [35] war,paralyzes [35] courage,deadens [35] paralyzes,courage [35] deadens,spirit Top Word Pairs in Tweet in G5:
[137] alexander,berkman [130] emma,goldman [127] goldman,alexander [62] ship,emma [62] uss,buford [62] 249,undesirables [62] 1919,249 [62] undesirables,deported [62] buford,cargo [62] cargo,ship Top Word Pairs in Tweet in G6:
[88] lance,berkman [13] big,puma [12] top,10 [11] todd,helton [10] scott,rolen [10] hall,fame [9] puma,lance [9] starting9,lance [7] brwalkoff,lance [6] 15,#astros Top Word Pairs in Tweet in G7:
[3] check,phase [3] phase,mint [2] designed,challenge [2] mint,open [2] infinite,canvas [2] andrewjanssen,david__barron [2] miketaiyou1,ishiabrahams [2] gm,checks [2] alpurrt,miketaiyou1 [2] james_berkman,alpurrt Top Word Pairs in Tweet in G8:
[13] berkman_athan,reckmorecrypto [9] dj_llani,erinilkcanaslan [8] maohuifly,infornft [8] bart_2019,dj_llani [8] erinilkcanaslan,midnitemoiselle [8] midnitemoiselle,berkman_athan [8] pobor88,ab0m1nation [6] reckmorecrypto,propane2001 [6] ab0m1nation,maohuifly [6] cocktailpepito2,pobor88 Top Word Pairs in Tweet in G9:
[2] berkman_eth,yesdude_eth [2] luke_vrt,jcolemiller10 [2] popnerdx,cryptocat02 [2] dannyboyy223,stanciu2244 [2] berkman_eth,surin_fernando [2] yesdude_eth,mamol637 [2] cleitonog420,tek_tera [2] stanciu2244,popnerdx [2] flixzyff,seekrame_nft [2] mamol637,cleitonog420 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 G5:
Top Replied-To in G6:
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: