The graph represents a network of 19,051 Twitter users whose recent tweets contained "contraception", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 19 August 2022 at 13:29 UTC.
The tweets in the network were tweeted over the 6-day, 1-hour, 41-minute period from Saturday, 13 August 2022 at 11:03 UTC to Friday, 19 August 2022 at 12:44 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 : 19051
Unique Edges : 22450
Edges With Duplicates : 3347
Total Edges : 25797
Number of Edge Types : 5
Retweet : 13834
Tweet : 1543
Replies to : 3267
Mentions : 4766
MentionsInRetweet : 2387
Self-Loops : 1587
Reciprocated Vertex Pair Ratio : 0.0100378105869643
Reciprocated Edge Ratio : 0.0198761085609876
Connected Components : 2090
Single-Vertex Connected Components : 727
Maximum Vertices in a Connected Component : 12692
Maximum Edges in a Connected Component : 18603
Maximum Geodesic Distance (Diameter) : 28
Average Geodesic Distance : 5.852022
Graph Density : 6.182878916945E-05
Modularity : 0.809134
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 19,051 Twitter users whose recent tweets contained "contraception", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 19 August 2022 at 13:29 UTC.
The tweets in the network were tweeted over the 6-day, 1-hour, 41-minute period from Saturday, 13 August 2022 at 11:03 UTC to Friday, 19 August 2022 at 12:44 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 : contraception
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 Color : In-Degree
Vertex Radius : In-Degree
Vertex Alpha : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[5338] right,contraception [3338] elise,stefanik [1860] voted,bill [1844] codify,right [1841] receive,contraception [1839] bill,codify [1839] right,receive [1838] yorkers,forget [1838] forget,elise [1838] stefanik,voted Top Word Pairs in Tweet in G1:
[2732] elise,stefanik [1608] right,contraception [1473] voted,bill [1473] right,receive [1473] receive,contraception [1472] yorkers,forget [1472] forget,elise [1472] stefanik,voted [1472] bill,codify [1472] codify,right Top Word Pairs in Tweet in G2:
[649] social,security [592] security,medicare [506] abortion,contraception [503] #endthegop,#voteblue [501] #voteblue,#wtpblue [499] fight,#endthegop [488] gop,plans [488] raising,taxes [486] dems,work [486] work,help Top Word Pairs in Tweet in G3:
[1161] right,contraception [1145] griswold,ct [1145] estelle,griswold [1143] ct,landmark [1143] landmark,case [1143] case,established [1143] established,constitutional [1143] constitutional,right [1143] contraception,married [1143] married,couples Top Word Pairs in Tweet in G4:
[1190] right,contraception [1093] voters,forget [1081] gas,prices [1080] forget,members [1080] members,republican [1080] republican,voted [1080] voted,codifying [1080] codifying,right [1080] contraception,lowering [1080] lowering,gas Top Word Pairs in Tweet in G5:
[68] pontifical,academy [56] emergency,contraception [49] supreme,court [44] roe,wade [41] birth,control [39] clarence,thomas [39] la,contraception [38] rights,contraception [38] fight,contraception [36] justice,clarence Top Word Pairs in Tweet in G6:
[674] anti,contraception [674] contraception,anti [674] anti,avortement [674] une,église [673] anti,laïcité [673] laïcité,anti [672] avortement,voici [671] traditionaliste,et [671] et,proche [671] proche,de Top Word Pairs in Tweet in G7:
[779] house,republicans [776] republicans,voted [448] right,contraception [384] voted,right [382] 195,house [377] marriage,equality [375] 157,house [375] voted,marriage [375] equality,195 [375] contraception,43 Top Word Pairs in Tweet in G8:
[17] sethdillon,joerogan [13] emergency,contraception [12] right,contraception [12] bestasic,barrenessblack2 [12] audzilla27,united6059 [12] rogueartemis,sahbdeane [12] sahbdeane,lonebeatle [12] lonebeatle,abortionchat [12] abortionchat,notabrokenthing [11] contraception,abortion Top Word Pairs in Tweet in G9:
[351] activist,supreme [351] supreme,court [351] court,fulfilled [351] fulfilled,gop [351] gop,goal [351] goal,overturning [351] overturning,roe [351] roe,wade [351] wade,indicated [351] indicated,contraception Top Word Pairs in Tweet in G10:
[81] form,contraception [70] vasectomies,purview [70] purview,middle [70] middle,aged [70] aged,dads [70] dads,form [70] contraception,growing [69] growing,popularity [69] popularity,doctors [69] doctors,outspoken Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: