The graph represents a network of 5,730 Twitter users whose recent tweets contained "aaas", 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 1/11/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 12 January 2023 at 07:07 UTC.
The tweets in the network were tweeted over the 6140-day, 3-hour, 59-minute period from Tuesday, 21 March 2006 at 20:50 UTC to Thursday, 12 January 2023 at 00:49 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 : 5730
Unique Edges : 4505
Edges With Duplicates : 13061
Total Edges : 17566
Number of Edge Types : 9
Retweet : 2474
MentionsInRetweet : 4024
Tweet : 1098
Replies to : 1984
MentionsInReplyTo : 6188
MentionsInQuote : 229
Mentions : 784
Quote : 204
MentionsInQuoteReply : 581
Self-Loops : 1620
Reciprocated Vertex Pair Ratio : 0.0800054149180994
Reciprocated Edge Ratio : 0.148157432940587
Connected Components : 1103
Single-Vertex Connected Components : 457
Maximum Vertices in a Connected Component : 2570
Maximum Edges in a Connected Component : 8791
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.302993
Graph Density : 0.000243030392202557
Modularity : 0.425428
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,730 Twitter users whose recent tweets contained "aaas", 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 1/11/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 12 January 2023 at 07:07 UTC.
The tweets in the network were tweeted over the 6140-day, 3-hour, 59-minute period from Tuesday, 21 March 2006 at 20:50 UTC to Thursday, 12 January 2023 at 00:49 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 : aaas
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:
[699] underrepresented,minority [699] minority,widely [699] marginalized,groups [699] systematically,marginalized [699] widely,used [699] term,underrepresented [699] used,prefer [699] term,systematically [699] prefer,term [698] groups,sm Top Word Pairs in Tweet in G1:
[161] opinólogos,fundamentalistas [160] leas,aaas [160] fundamentalistas,quieren [160] aaas,panel [160] explora,desarrollo [160] panel,liderado [160] quieren,leas [160] liderado,explora [159] dnamademoiselle,opinólogos [76] #rt,aaas Top Word Pairs in Tweet in G2:
[694] term,underrepresented [694] widely,used [694] term,systematically [694] used,prefer [694] prefer,term [694] marginalized,groups [694] minority,widely [694] systematically,marginalized [694] underrepresented,minority [693] lola_umich,term Top Word Pairs in Tweet in G3:
[178] science,aaas [26] داخل,مدينة [26] المدينة,المنورة [26] الواتساب,في [26] وسائل,دفع [26] في,البايو [26] نا,الان [26] رابط,الواتساب [26] تويتر,اليوم [26] بالمدينة,ه Top Word Pairs in Tweet in G4:
[24] usa,president [20] made,#drrambuxsingh [20] references,made [20] #unitedstates,#senate [20] replace,permanent [20] special,references [20] #drrambuxsingh,work [20] work,topic [20] topic,discussions [20] discussions,#unitedstates Top Word Pairs in Tweet in G5:
[127] aaas,aspb [101] medical,organization [101] society,medical [101] scientific,society [101] single,scientific [100] recommends,covid [99] organization,government [99] covid,vaccination [99] cdc,nih [99] acip,aaas Top Word Pairs in Tweet in G6:
[66] wrdd110,mameyu53 [64] 5lood3055,zlh2a [62] mameyu53,a_123mos [60] zlh2a,samissa745 [60] magd6776,wrdd110 [59] dalal_______511,li0v10 [53] samissa745,magd6776 [49] li0v10,2oo2os [48] a_123mos,n_8_k__ [47] 2oo2os,5lood3055 Top Word Pairs in Tweet in G7:
[110] always,very [110] sunbae,compared [110] experienced,sunbae [110] others,way [110] way,more [110] kind,others [110] more,experienced [110] older,hyung [110] hyung,always [110] compared,older Top Word Pairs in Tweet in G8:
[76] right,determination [76] #science,#aaas [76] left,right [76] determination,published [76] immotile,cilia [76] cilia,mechanically [76] flow,left [76] direction,fluid [76] mechanically,sense [76] published,#science Top Word Pairs in Tweet in G9:
[58] kayıt,dışı [58] diploma,ile [58] dışı,stajyerlere [58] tescil,mağduruyuz [58] ile,dijitale [58] kayıtsız,kalmayın [58] staj,sigortası [58] dijitale,aktarılmasını [58] sigortası,tescil [58] stajlarımızın,diploma Top Word Pairs in Tweet in G10:
[58] #zero2hero,#genuine [58] aaas,#zero2hero [58] #genuine,#active [57] peter_parker_g,aaas Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
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 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: