The graph represents a network of 4,135 Twitter users whose recent tweets contained "#BeautyInfluencer OR Collaboration OR BeautyCulture", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 3,000 tweets, tweeted between 3/23/2024 12:00:00 AM and 3/30/2024 7:13:22 PM. The network was obtained from Twitter on Sunday, 31 March 2024 at 01:09 UTC.
The tweets in the network were tweeted over the 2019-day, 4-hour, 16-minute period from Wednesday, 19 September 2018 at 19:56 UTC to Sunday, 31 March 2024 at 00:13 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.
Vertices : 4135
Unique Edges : 5213
Edges With Duplicates : 807
Total Edges : 6020
Self-Loops : 572
Reciprocated Vertex Pair Ratio : 0.0121224165341812
Reciprocated Edge Ratio : 0.0239544472805812
Connected Components : 783
Single-Vertex Connected Components : 166
Maximum Vertices in a Connected Component : 507
Maximum Edges in a Connected Component : 1209
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.643502
Graph Density : 0.000297939229289187
Modularity : 0.839227
NodeXL Version : 1.0.1.530
Data Import : The graph represents a network of 4,135 Twitter users whose recent tweets contained "#BeautyInfluencer OR Collaboration OR BeautyCulture", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 3,000 tweets, tweeted between 3/23/2024 12:00:00 AM and 3/30/2024 7:13:22 PM. The network was obtained from Twitter on Sunday, 31 March 2024 at 01:09 UTC.
The tweets in the network were tweeted over the 2019-day, 4-hour, 16-minute period from Wednesday, 19 September 2018 at 19:56 UTC to Sunday, 31 March 2024 at 00:13 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 : TwitterSearch3
Graph Term : #BeautyInfluencer OR Collaboration OR BeautyCulture
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[274] animechain,collaboration [272] iphone,15 [255] introducing,animechain [254] collaboration,arbitrum [253] arbitrum,azuki [250] rt,animecoin [249] animecoin,introducing [179] rt,mileyonstats [156] miley,cyrus [147] mileyonstats,beyonce Top Word Pairs in Tweet in G1:
[274] animechain,collaboration [255] introducing,animechain [254] collaboration,arbitrum [253] arbitrum,azuki [250] rt,animecoin [249] animecoin,introducing [31] built,collaboration [26] building,base [26] base,ethereum [26] everyworld,building Top Word Pairs in Tweet in G2:
[179] rt,mileyonstats [147] mileyonstats,beyonce [140] miley,cyrus [121] ii,wanted [111] first,female [110] beyonce,miley [109] make,history [109] country,collaboration [109] cyrus,make [109] female,country Top Word Pairs in Tweet in G3:
[112] 応募方法,僕と [101] rt,締切 [101] rai_lsd,フォロー [101] フォロー,rt [101] 選べるギフト券1000円,プレゼント企画 [101] 僕と,rai_lsd [101] プレゼント企画,応募方法 [101] 1日collaboration企画,選べるギフト券1000円 [100] rt,erikusa1223 [100] erikusa1223,1日collaboration企画 Top Word Pairs in Tweet in G4:
[272] iphone,15 [136] 2,brand [136] new,iphone [136] friend,enter [136] 15,collaboration [136] giveaway,m [136] m,giving [136] enter,1 [136] giving,away [136] collaboration,friend Top Word Pairs in Tweet in G5:
[117] wanna,throw [117] regenerative,agriculture [117] hat,ring [117] ground,regenerative [117] nicoleshanahan,wanna [117] common,ground [117] agriculture,health [117] ring,interview [117] interview,common [117] throw,hat Top Word Pairs in Tweet in G6:
[46] s,talk [46] anthony,here [46] here,s [46] talk,potential [46] potential,collaboration [24] please,dm [24] talk,collaboration [24] hey,let's [24] let's,talk [24] collaboration,please Top Word Pairs in Tweet in G7:
[41] cola,expected [41] juggernaunt,deadpool [41] expected,collaboration [41] coca,cola [41] marvel,coca [41] wolverine,juggernaunt [27] iron,man [27] man,wolverine [27] collaboration,daredevil [27] daredevil,iron Top Word Pairs in Tweet in G8:
[55] happy,birthday [55] thank,helping [55] big,happy [55] bomb,throwback [55] collaboration,thank [55] birthday,anitta [55] anitta,bomb [55] helping,translate [55] first,collaboration [55] throwback,first Top Word Pairs in Tweet in G9:
[54] running,against [54] challenges,require [54] m,running [54] against,rep [54] ilhan,omar [54] rep,ilhan [54] s,challenges [54] leaders,focused [54] focused,making [54] making,difference Top Word Pairs in Tweet in G10:
[9] under,abiyahmedali [7] amhara,#fano [7] #fano,collaboration [6] 12,days [6] days,left [5] see,collaboration [5] forces,burned [5] walloo,n [5] collaboration,love [5] amp,shelter Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G9:
Top Tweeters in G10: