The graph represents a network of 3,195 Twitter users whose recent tweets contained "berkmancenter", 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 3/4/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 05 March 2023 at 07:50 UTC.
The tweets in the network were tweeted over the 4683-day, 21-hour, 50-minute period from Thursday, 29 October 2009 at 18:38 UTC to Friday, 26 August 2022 at 16:28 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 : 3195
Unique Edges : 6449
Edges With Duplicates : 9574
Total Edges : 16023
Number of Edge Types : 9
Retweet : 3336
MentionsInRetweet : 7993
Mentions : 2535
Quote : 246
MentionsInQuote : 248
Tweet : 177
Replies to : 368
MentionsInReplyTo : 1103
MentionsInQuoteReply : 17
Self-Loops : 492
Reciprocated Vertex Pair Ratio : 0.0377822490498547
Reciprocated Edge Ratio : 0.0728134424816889
Connected Components : 34
Single-Vertex Connected Components : 23
Maximum Vertices in a Connected Component : 3127
Maximum Edges in a Connected Component : 15915
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.518955
Graph Density : 0.000909765277814525
Modularity : 0.295405
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,195 Twitter users whose recent tweets contained "berkmancenter", 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 3/4/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 05 March 2023 at 07:50 UTC.
The tweets in the network were tweeted over the 4683-day, 21-hour, 50-minute period from Thursday, 29 October 2009 at 18:38 UTC to Friday, 26 August 2022 at 16:28 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 : berkmancenter
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:
[104] data,directory [104] net,data [100] student,privacy [93] berkmancenter,report [82] berkmancenter,join [82] digital,literacy [79] berkmancenter,harvard [74] bruce,schneier [74] transparency,reporting [71] oti,berkmancenter Top Word Pairs in Tweet in G1:
[35] berkmancenter,encryption [34] #encryption,debate [34] bruce,schneier [30] open,source [30] security,bigger [30] threat,security [30] encryption,really [30] picture,#encryption [30] really,threat [30] bigger,picture Top Word Pairs in Tweet in G2:
[52] berkmancenter,harvard [40] digital,literacy [39] student,privacy [38] privacy,equity [38] equity,digital [34] youthandmedia,team [33] net,data [33] data,directory [32] berkmancenter,join [31] ugasser,youthandmedia Top Word Pairs in Tweet in G3:
[38] data,internet [28] due,12 [27] #summer,#internship [27] #internship,app [27] app,open [27] berkmancenter,2016 [27] 2016,#summer [27] berkmancenter,report [27] #innovators,berkmancenter [27] open,due Top Word Pairs in Tweet in G4:
[43] data,protection [41] data,privacy [39] student,privacy [36] berkmancenter,citizenlab [33] citizenlab,eff [33] eff,liberationtech [32] liberationtech,apply [32] berkmancenter,medialab [31] berkmancenter,mit_csail [30] eu_edps's,buttarelli_g Top Word Pairs in Tweet in G5:
[60] oti,berkmancenter [49] transparency,reporting [41] reporting,toolkit [36] berkmancenter,transparency [28] companies,report [27] #rightscon,oti [25] report,oti [24] launched,#rightscon [24] see,report [23] accessnow,launched Top Word Pairs in Tweet in G6:
[31] peer,production [22] open,web [20] mbauwens,berkmancenter [19] big,reverse [18] berkmancenter,#p2p [18] value,regime [16] reverse,web [15] regime,mbauwens [15] signal,shift [13] production,signal Top Word Pairs in Tweet in G7:
[30] civicmit,berkmancenter [15] harassment,online [14] berkmancenter,globalvoices [14] discrimination,harassment [13] helps,track [13] media,coverage [13] globalvoices,helps [13] newsframes,collaboration [13] medialab,newsframes [13] track,media Top Word Pairs in Tweet in G8:
[19] big,data [18] petrieflom,berkmancenter [12] ódio,racial [11] discurso,ódio [8] speech,latin [8] berkmancenter,#bigdataandhealthlaw [8] latin,america [8] racist,speech [8] digital,racist [8] annual,conference Top Word Pairs in Tweet in G9:
[13] income,families [12] future,future [12] addressing,problems [12] mean,vulnerabilities [12] problems,future [12] future,starts [12] vulnerabilities,addressing [12] technologies,mean [11] dfrlab,technologies [9] family,guide Top Word Pairs in Tweet in G10:
[39] berkmancenter,hackylawyer [38] hackylawyer,dsearls [15] scottldavid,berkmancenter [13] joeandrieu,berkmancenter [10] nzn,berkmancenter [8] nzn,scottldavid [7] joeandrieu,scottldavid [7] human,rights [6] sovereign,jurisdiction [4] nzn,joeandrieu 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 Replied-To in G6:
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 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: