The graph represents a network of 5,696 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 12/28/2022 5:00:34 PM. The network was obtained from Twitter on Thursday, 29 December 2022 at 07:06 UTC.
The tweets in the network were tweeted over the 6126-day, 4-hour, 8-minute period from Tuesday, 21 March 2006 at 20:50 UTC to Thursday, 29 December 2022 at 00:58 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 : 5696
Unique Edges : 2824
Edges With Duplicates : 10623
Total Edges : 13447
Number of Edge Types : 9
Retweet : 3268
MentionsInRetweet : 4140
Mentions : 613
Replies to : 1199
MentionsInReplyTo : 3039
Tweet : 924
Quote : 103
MentionsInQuote : 102
MentionsInQuoteReply : 59
Self-Loops : 1240
Reciprocated Vertex Pair Ratio : 0.0460462089163684
Reciprocated Edge Ratio : 0.0880385752060974
Connected Components : 922
Single-Vertex Connected Components : 401
Maximum Vertices in a Connected Component : 1886
Maximum Edges in a Connected Component : 5424
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.626546
Graph Density : 0.000198189077744128
Modularity : 0.464519
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,696 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 12/28/2022 5:00:34 PM. The network was obtained from Twitter on Thursday, 29 December 2022 at 07:06 UTC.
The tweets in the network were tweeted over the 6126-day, 4-hour, 8-minute period from Tuesday, 21 March 2006 at 20:50 UTC to Thursday, 29 December 2022 at 00:58 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:
[1255] 2022,aaas [993] artist,awards [939] asia,artist [937] 2022,asia [931] awards,2022 [928] indonesian,singer [928] goes,viral [928] singer,lyodra [928] lyodra,goes [928] fans,2022 Top Word Pairs in Tweet in G1:
[1184] 2022,aaas [927] artist,awards [927] asia,artist [927] awards,2022 [927] 2022,asia [925] pop,fans [925] fans,2022 [925] goes,viral [925] viral,pop [925] lyodra,goes Top Word Pairs in Tweet in G2:
[680] term,underrepresented [680] widely,used [680] term,systematically [680] used,prefer [680] prefer,term [680] marginalized,groups [680] minority,widely [680] systematically,marginalized [680] underrepresented,minority [679] lola_umich,term Top Word Pairs in Tweet in G3:
[71] #rt,aaas [32] case,workshop [26] 2023,aaas [25] 2023,finalists [24] good,book [23] annual,meeting [23] washington,dc [22] announcement,person [22] person,case [22] workshop,back Top Word Pairs in Tweet in G4:
[138] science,aaas [52] داخل,مدينة [52] المدينة,المنورة [52] الواتساب,في [52] وسائل,دفع [52] في,البايو [52] نا,الان [52] رابط,الواتساب [52] تويتر,اليوم [52] بالمدينة,ه Top Word Pairs in Tweet in G5:
[18] potus,flotus [13] sabic,worldoil [12] usa,president [12] potus,secdef [11] sabic,rbalsaud [11] president,joebiden [11] replace,permanent [11] joebiden,potus [11] elonmusk,jack [9] applications,replace Top Word Pairs in Tweet in G6:
[68] cdc,nih [68] nih,fda [68] acip,aaas [67] aaas,academy [67] maternal,fetal [67] society,maternal [67] pediatrics,college [67] academy,pediatrics [67] fetal,medicine [67] gynecologists,society Top Word Pairs in Tweet in G7:
[91] account,tweeted [91] daesangs,seventeen [91] win,year [91] pledisnews,account [91] seventeen,win [91] many,daesangs [91] 대상,daesang [91] year,searched [91] searched,대상 [91] daesang,pledisnews Top Word Pairs in Tweet in G8:
[9] aaas___36,الله [8] malak_jen,aaas___36 [7] كل,خير [7] الله,كل [7] اللهم,امين [7] aaas___36,اللهم [6] جبر,خاطر [5] صباح,الحب [4] غ,اف [4] maha202215,norelrhman3 Top Word Pairs in Tweet in G9:
[23] inform,#publicpolicy [23] understanding,#psychology [23] consider,applying [23] deepen,understanding [23] please,consider [23] #psychology,inform [23] applying,one [23] #publicpolicy,please [22] one,sps [22] spssi,deepen Top Word Pairs in Tweet in G10:
[63] #zero2hero,#genuine [63] aaas,#zero2hero [63] #genuine,#active [62] peter_parker_g,aaas Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
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: