The graph represents a network of 11,232 Twitter users whose recent tweets contained "masculinity", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 10,000 tweets. The network was obtained from Twitter on Friday, 31 January 2020 at 07:09 UTC.
The tweets in the network were tweeted over the 16-hour, 27-minute period from Thursday, 30 January 2020 at 14:19 UTC to Friday, 31 January 2020 at 06:47 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
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 : 11232
Unique Edges : 11160
Edges With Duplicates : 1019
Total Edges : 12179
Number of Edge Types : 5
Replies to : 1216
Mentions : 1331
Retweet : 7261
MentionsInRetweet : 1129
Tweet : 1242
Self-Loops : 1267
Reciprocated Vertex Pair Ratio : 0.0062862669245648
Reciprocated Edge Ratio : 0.0124939932724652
Connected Components : 1737
Single-Vertex Connected Components : 709
Maximum Vertices in a Connected Component : 5124
Maximum Edges in a Connected Component : 5652
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.606741
Graph Density : 8.24834015333526E-05
Modularity : 0.833232
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 11,232 Twitter users whose recent tweets contained "masculinity", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 10,000 tweets. The network was obtained from Twitter on Friday, 31 January 2020 at 07:09 UTC.
The tweets in the network were tweeted over the 16-hour, 27-minute period from Thursday, 30 January 2020 at 14:19 UTC to Friday, 31 January 2020 at 06:47 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : masculinity
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[6593] toxic,masculinity [2543] masculinity,thing [2511] maybe,toxic [2511] thing,ain [2511] ain,dawg [2206] men,don [2196] passive,men [1075] man's,game [1065] female,tendencies [1064] masculinity,mind Top Word Pairs in Tweet in G1:
[2510] toxic,masculinity [2504] maybe,toxic [2504] masculinity,thing [2504] thing,ain [2504] ain,dawg [2] savage,mick [2] mick,arrived [2] arrived,toxic [2] masculinity,injected [2] injected,spine Top Word Pairs in Tweet in G2:
[1037] toxic,masculinity [1030] female,tendencies [1030] tendencies,very [1030] very,woman [1030] woman,man's [1030] man's,game [1030] game,y'all [1030] y'all,hate [1030] hate,people [1030] people,use Top Word Pairs in Tweet in G3:
[317] toxic,masculinity [37] fragile,masculinity [13] masculinity,fragile [11] gay,men [10] masculinity,toxic [8] fuck,toxic [8] masculinity,thing [8] masculinity,femininity [7] insecure,masculinity [7] black,masculinity Top Word Pairs in Tweet in G4:
[2176] passive,men [2176] men,don [544] don,stop [544] stop,evil [544] evil,passive [544] don,defend [544] defend,protect [544] protect,provide [544] provide,passive [544] don,lead Top Word Pairs in Tweet in G5:
[563] men,trash [561] masculinity,ท [544] ท,เป [383] นชาย,masculinity [311] ยความเป,นชาย [311] บผ,หญ [311] หญ,งอย [305] งสองฝ,าย [288] ส,วนต [274] แต,ก Top Word Pairs in Tweet in G6:
[359] toxic,masculinity [233] ค,าน [233] าน,ยม [233] ยม,toxic [233] าผ,หญ [217] นทำให,ผ [215] งงอ,ะ [215] ะ,อ [215] อ,านท [215] านท,งบทความแล Top Word Pairs in Tweet in G7:
[126] explanations,given [126] given,surface [126] surface,level [126] level,tbh [126] tbh,pressure [126] pressure,gay [126] gay,men [126] men,muscles [126] muscles,six [126] six,packs Top Word Pairs in Tweet in G8:
[165] west,point [165] point,requires [165] requires,cadets [165] cadets,learn [165] learn,gender [165] gender,identity [165] identity,documentary [165] documentary,shown [165] shown,made [165] made,denounce Top Word Pairs in Tweet in G9:
[141] toxic,masculinity [116] blue,collar [114] collar,working [114] working,men [114] men,significantly [114] significantly,higher [114] higher,risk [114] risk,dying [114] dying,suicide [114] suicide,society Top Word Pairs in Tweet in G10:
[101] bro,ur [101] ur,masculinity [101] masculinity,toxic [101] toxic,keeps [101] keeps,playing [101] playing,animal [101] animal,crossing [101] crossing,best [101] best,game [101] game,time Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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 G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
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: