The graph represents a network of 9,969 Twitter users whose recent tweets contained "reproductive justice", 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 Wednesday, 03 August 2022 at 18:53 UTC.
The tweets in the network were tweeted over the 10-day, 1-hour, 52-minute period from Sunday, 24 July 2022 at 16:09 UTC to Wednesday, 03 August 2022 at 18:01 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 : 9969
Unique Edges : 14121
Edges With Duplicates : 1767
Total Edges : 15888
Number of Edge Types : 5
Retweet : 9174
MentionsInRetweet : 4050
Replies to : 388
Tweet : 996
Mentions : 1280
Self-Loops : 1023
Reciprocated Vertex Pair Ratio : 0.0145157795912472
Reciprocated Edge Ratio : 0.0286161731207289
Connected Components : 767
Single-Vertex Connected Components : 346
Maximum Vertices in a Connected Component : 7910
Maximum Edges in a Connected Component : 13153
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.464274
Graph Density : 0.000141369223726779
Modularity : 0.832125
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 9,969 Twitter users whose recent tweets contained "reproductive justice", 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 Wednesday, 03 August 2022 at 18:53 UTC.
The tweets in the network were tweeted over the 10-day, 1-hour, 52-minute period from Sunday, 24 July 2022 at 16:09 UTC to Wednesday, 03 August 2022 at 18:01 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 : reproductive justice
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:
[6354] reproductive,justice [2607] reproductive,rights [1171] supreme,court [880] reproductive,health [866] rights,justice [847] reproductive,freedom [815] abortion,rights [786] racial,justice [635] justice,advocates [613] night,kansas Top Word Pairs in Tweet in G1:
[624] reproductive,justice [534] ballot,measure [534] justice,advocates [463] abortion,rights [462] state,constitution [461] breaking,kansans [461] kansans,voted [461] voted,protect [461] protect,abortion [461] rights,rejected Top Word Pairs in Tweet in G2:
[436] justice,department [343] reproductive,rights [243] announce,action [243] action,protect [210] protect,reproductive [193] delivers,remarks [170] access,reproductive [164] protect,access [163] live,30 [163] 30,justice Top Word Pairs in Tweet in G3:
[551] reproductive,justice [535] night,kansas [535] kansas,stood [535] stood,reproductive [535] justice,big [535] big,stop [535] stop,dangerous [535] dangerous,attacks [535] attacks,codifying [535] codifying,roe Top Word Pairs in Tweet in G4:
[612] racial,justice [326] reproductive,rights [325] grotesque,attempt [325] attempt,housedemocrats [325] housedemocrats,pit [325] pit,survivors [325] survivors,gun [325] gun,violence [325] violence,civil [325] civil,rights Top Word Pairs in Tweet in G5:
[484] reproductive,rights [311] rights,justice [309] y'all,spent [309] spent,morning [309] morning,chatting [309] chatting,best [309] best,chris [309] chris,chrisevans [309] chrisevans,markkassen [309] markkassen,post Top Word Pairs in Tweet in G6:
[393] supreme,court [388] justice,alito [382] reproductive,rights [378] alito,mocking [378] mocking,foreign [378] foreign,leaders [378] leaders,criticizing [378] criticizing,decision [378] decision,reproductive [378] rights,supreme Top Word Pairs in Tweet in G7:
[154] reproductive,freedom [109] reproductive,justice [102] charlie,crist [102] clean,water [87] south,texas [80] reproductive,rights [75] gun,violence [73] strj,fought [73] #buildborderrj,#protectthezone [70] #rjfutures,#buildborderrj Top Word Pairs in Tweet in G8:
[357] reproductive,justice [44] black,women [41] rights,reproductive [39] disability,rights [38] abortion,people [35] justice,movement [33] people,disabilities [31] rights,justice [31] reproductive,health [30] health,disparities Top Word Pairs in Tweet in G9:
[228] reproductive,justice [100] reproductive,rights [39] delivers,remarks [32] justice,department [31] protect,reproductive [31] white,house [30] convening,lawyers [30] lawyers,defense [30] defense,reproductive [27] merrick,garland Top Word Pairs in Tweet in G10:
[232] reproductive,rights [230] women,reproductive [223] supreme,court [213] tweet,clip [213] clip,alito [213] alito,supreme [213] court,justice [213] justice,stand [213] stand,stripping [213] stripping,women Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: