The graph represents a network of 16,453 Twitter users whose recent tweets contained "infertility", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 1/1/2023 12:00:00 AM and 4/17/2023 5:24:38 PM. The network was obtained from Twitter on Tuesday, 18 April 2023 at 01:19 UTC.
The tweets in the network were tweeted over the 3707-day, 8-hour, 37-minute period from Thursday, 21 February 2013 at 15:45 UTC to Tuesday, 18 April 2023 at 00:23 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 : 16453
Unique Edges : 10743
Edges With Duplicates : 35034
Total Edges : 45777
Number of Edge Types : 9
Retweet : 7824
MentionsInRetweet : 10849
Replies to : 5077
MentionsInReplyTo : 11177
Tweet : 9367
Quote : 410
Mentions : 753
MentionsInQuote : 173
MentionsInQuoteReply : 147
Self-Loops : 10718
Reciprocated Vertex Pair Ratio : 0.0438736757945233
Reciprocated Edge Ratio : 0.0840593585447583
Connected Components : 2877
Single-Vertex Connected Components : 1351
Maximum Vertices in a Connected Component : 7174
Maximum Edges in a Connected Component : 20123
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 7.766126
Graph Density : 7.71746451802406E-05
Modularity : 0.458419
NodeXL Version : 1.0.1.511
Data Import : The graph represents a network of 16,453 Twitter users whose recent tweets contained "infertility", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 1/1/2023 12:00:00 AM and 4/17/2023 5:24:38 PM. The network was obtained from Twitter on Tuesday, 18 April 2023 at 01:19 UTC.
The tweets in the network were tweeted over the 3707-day, 8-hour, 37-minute period from Thursday, 21 February 2013 at 15:45 UTC to Tuesday, 18 April 2023 at 00:23 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 : infertility
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:
[5869] #试管婴儿,#代孕 [3109] reproductive,technology [2912] assisted,reproductive [2288] struggling,infertility [1602] those,struggling [1364] many,options [1014] available,help [1013] options,available [990] infertility,hold [989] hold,back Top Word Pairs in Tweet in G1:
[5869] #试管婴儿,#代孕 [3108] reproductive,technology [2909] assisted,reproductive [2206] struggling,infertility [1584] those,struggling [1364] many,options [1013] available,help [1010] options,available [989] hold,back [989] infertility,hold Top Word Pairs in Tweet in G2:
[404] #trans,activist [404] lecturer,nursing [404] manmetuni,calls [404] nursing,manmetuni [404] activist,married [404] married,sarah [404] sarah,rutherford [404] senior,lecturer [404] #stephenwhittle,violent [404] rutherford,senior Top Word Pairs in Tweet in G3:
[657] ค,ะ [656] ดเช,อท [656] willtakethebest,pelvic [656] ผ,ด [656] มพ,นธ [656] เก,ดจากการต [656] ะ,ไม [656] ด,เก [656] เป,นส [656] าเข,าใจไม Top Word Pairs in Tweet in G4:
[98] adverse,health [98] embryos,fetuses [98] health,effects [98] newborns,rf [98] unacceptable,cancers [98] effects,embryos [98] fetuses,newborns [98] rf,radiation [98] cancers,infertility [98] infertility,adverse Top Word Pairs in Tweet in G5:
[222] vincentcrypt46,hmm [201] openly,admitting [201] admitting,care [201] favor,finally [201] companies,doing [201] again,companies [201] care,olay [201] olay,toxic [201] doing,favor [201] finally,openly Top Word Pairs in Tweet in G6:
[279] infertility,birth [279] birth,defects [187] young,fertile [187] causing,infertility [187] force,vaccinated [187] concoctions,causing [187] italy,force [187] genetic,concoctions [187] unproven,genetic [187] fertile,people Top Word Pairs in Tweet in G7:
[270] infertility,twitter [261] polo_kimani,infertility [258] twitter,twende [258] twende,kazi [49] hereditary,parents [49] know,infertility [49] parents,kids [49] infertility,hereditary [48] mbusii_254,know [30] contribute,equally Top Word Pairs in Tweet in G8:
[200] ali,minhas [200] nasir,ali [104] female,infertility [100] specialist,expert [100] 9251,4472408 [100] whatsapp,hakeem [100] ftj,expert [100] contact,imo [100] expert,male [100] infertility,contact Top Word Pairs in Tweet in G9:
[48] elonmusk,trhlofficial [36] elonmusk,stevenmarkryan [32] iambhutia,elonmusk [31] eveofai,iambhutia [23] renegade_minds,eveofai [23] stevenmarkryan,woman [23] jacobsenphoto,elonmusk [23] baby,find [23] told,baby [23] woman,told Top Word Pairs in Tweet in G10:
[35] covid,vaccines [31] lying,saying [31] war,humanity [31] usatoday,trialsiten [31] trialsiten,war [31] deliberately,lying [31] p_mcculloughmd,usatoday [31] saying,covid [31] humanity,deliberately [30] spartajustice,p_mcculloughmd Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
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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 G1:
Top Mentioned in G2:
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Top Mentioned in G4:
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Top Mentioned in G6:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G5:
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Top Tweeters in G10: