The graph represents a network of 5,116 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 2/13/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 14 February 2023 at 16:27 UTC.
The tweets in the network were tweeted over the 1161-day, 2-hour, 47-minute period from Tuesday, 10 December 2019 at 22:00 UTC to Tuesday, 14 February 2023 at 00:47 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 : 5116
Unique Edges : 741
Edges With Duplicates : 9913
Total Edges : 10654
Number of Edge Types : 9
Retweet : 4379
MentionsInRetweet : 4597
MentionsInReplyTo : 641
Replies to : 443
Tweet : 268
Quote : 45
Mentions : 223
MentionsInQuoteReply : 1
MentionsInQuote : 57
Self-Loops : 331
Reciprocated Vertex Pair Ratio : 0.0121603648109443
Reciprocated Edge Ratio : 0.0240285338839872
Connected Components : 204
Single-Vertex Connected Components : 71
Maximum Vertices in a Connected Component : 3981
Maximum Edges in a Connected Component : 8317
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 2.007763
Graph Density : 0.000203566599944819
Modularity : 0.355668
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,116 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 2/13/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 14 February 2023 at 16:27 UTC.
The tweets in the network were tweeted over the 1161-day, 2-hour, 47-minute period from Tuesday, 10 December 2019 at 22:00 UTC to Tuesday, 14 February 2023 at 00:47 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:
[286] lance,berkman [103] internet,society [103] center,internet [100] berkman,klein [100] klein,center [96] rebooting,social [96] social,media [96] institute,rebooting [94] know,institute [94] media,harvard Top Word Pairs in Tweet in G1:
[13] last,edit [13] spoilers,last [13] edit,actually [13] first,edit [13] make,sob [13] edit,first [13] sob,uncontrollably [13] actually,make [12] berkman_go_boom,spoilers [6] found,day Top Word Pairs in Tweet in G2:
[53] bagwell,1b [50] altuve,2b [46] bregman,3b [44] correa,ss [31] berkman,lf [28] springer,cf [26] alvarez,dh [25] lance,berkman [24] 1b,bagwell [23] 2b,altuve Top Word Pairs in Tweet in G3:
[2] nadiaan10550891,zekeriyaselvi13 [2] daikokufuto_,pranabupadhyay1 [2] james_berkman,ini44598169 [2] hhhhhnfgbhh,onyemavic_live [2] sreedhard3,krypt_on_ [2] gurcu2009,james_berkman [2] ready,one [2] onyemavic_live,sreedhard3 [2] krypt_on_,cryptogonzo_ [2] cryptogonzo_,tantommy Top Word Pairs in Tweet in G4:
[94] media,harvard [94] berkman,klein [94] social,media [94] know,institute [94] harvard,berkman [94] klein,center [94] internet,society [94] center,internet [94] rebooting,social [94] institute,rebooting Top Word Pairs in Tweet in G5:
[71] ula525,berkman_go_boom [21] jack,black [12] black,dump [12] character,building [12] dump,character [12] building,points [12] someone,jack [12] berkman_go_boom,someone [11] points,charism [11] cassiedangerous,berkman_go_boom Top Word Pairs in Tweet in G6:
[22] lance,berkman [11] barry,berkman [11] berkman,dr [8] internet,society [8] center,internet [7] berkman,gene [7] york,standards [7] dmcd23,co [7] jackson,ds [7] ts,dave Top Word Pairs in Tweet in G7:
[50] lance,berkman [37] today,good [37] former,astros [37] slugger,lance [37] turns,47 [37] years,old [37] old,today [37] berkman,turns [37] good,grief [37] astros,slugger Top Word Pairs in Tweet in G8:
[26] lance,berkman [10] jorge,soler [9] albert,pujols [8] mookie,betts [8] carlos,beltran [7] hou,stl [7] kc,stl [6] career,ops [6] hit,558 [6] pete,rose Top Word Pairs in Tweet in G9:
[4] nl,doubles [4] rbi,once [4] doubles,twice [4] bday,lance [4] twice,rbi [4] 2000,09 [4] happy,47th [4] once,2000 [4] early,fantasy [4] led,nl Top Word Pairs in Tweet in G10:
[27] lance,berkman [17] happy,birthday [12] birthday,head [12] head,coach [12] coach,lance [12] berkman,#dawgsup [12] #dawgsup,#berkmanera [11] hcuhuskiesbsb,happy [7] workout,today [7] utrgv,hcuathletics Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
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 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: