Abortion, Twitter, 6/25/2022 7:08:51 AM, 278724


FAQ | Problem?

Abortion_2022-06-24_22-21-54.xlsx
Abortion_2022-06-24_22-21-54.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
June 25, 2022
Short Description:
Abortion via NodeXL https://bit.ly/3xZUHH4
@gavinnewsom
@ananavarro
@aoc
@fogle4mo
@joncoopertweets
@strandjunker
@ewarren
@emmanuelmacron
@zoeamira
@77macb

Top hashtags:
#roevswade
#roevwade
#abortion
#scotus
#roeoverturned
#roevwadeprotest

Description:
Description
The graph represents a network of 19,861 Twitter users whose recent tweets contained "Abortion", 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 Saturday, 25 June 2022 at 05:59 UTC.

The tweets in the network were tweeted over the 8-minute period from Saturday, 25 June 2022 at 05:13 UTC to Saturday, 25 June 2022 at 05:21 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


Overall Graph Metrics
Vertices : 19861
Unique Edges : 23208
Edges With Duplicates : 2221
Total Edges : 25429
Number of Edge Types : 5
Retweet : 15075
Tweet : 3727
MentionsInRetweet : 1139
Replies to : 2553
Mentions : 2935
Self-Loops : 3757
Reciprocated Vertex Pair Ratio : 0.00281892021022456
Reciprocated Edge Ratio : 0.00562199247224737
Connected Components : 2750
Single-Vertex Connected Components : 851
Maximum Vertices in a Connected Component : 13324
Maximum Edges in a Connected Component : 18834
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 6.39622
Graph Density : 5.32122217183849E-05
Modularity : 0.80105
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 19,861 Twitter users whose recent tweets contained "Abortion", 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 Saturday, 25 June 2022 at 05:59 UTC.

The tweets in the network were tweeted over the 8-minute period from Saturday, 25 June 2022 at 05:13 UTC to Saturday, 25 June 2022 at 05:21 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 : Abortion
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 Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[49] https://www.abortionfinder.org/
[37] https://secure.actblue.com/donate/sdp-dlcc-jld-2022?refcode=officialjld_tw1
[32] https://twitter.com/gavinnewsom/status/1540440016605679616
[29] https://www.seattletimes.com/business/starbucks/starbucks-says-it-will-cover-abortion-travel-and-gender-affirming-care/
[26] https://twitter.com/MSB_Esq/status/1540430748808888321
[25] https://philadelphia.cbslocal.com/?p=1304994
[25] https://www.dailymail.co.uk/news/article-10950947/Protesters-plan-target-home-Justice-Clarence-Thomas-abortion-ruling.html
[24] https://donations4abortion.com/
[23] https://twitter.com/jkbibliophile/status/1540345161955385345
[23] https://www.theguardian.com/world/2022/jun/25/world-leaders-condemn-us-abortion-ruling-as-backwards-step?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1656131866

Top URLs in Tweet in G1:
[5] https://www.youtube.com/watch?v=5_ZSvr5eT1w&feature=youtu.be

[4] https://7news.com.au/news/crime/nzs-ardern-hits-back-at-us-abortion-ban-c-7295866
[4] https://twitter.com/DaniellaMicaela/status/1540343660985962499
[3] https://www.bbc.co.uk/news/world-us-canada-61933814
[3] https://twitter.com/GavinNewsom/status/1540440016605679616
[3] https://www.youtube.com/watch?v=5_ZSvr5eT1w

[2] https://twitter.com/mollielombardi/status/1540447641942753282
[2] https://www.theguardian.com/world/2022/jun/24/us-states-abortion-rights-california-oregon-washington?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.bloomberg.com/news/articles/2022-06-24/key-biden-allies-in-g-7-aghast-at-abortion-rights-reversal-in-us?utm_medium=social&cmpid=socialflow-twitter-business&utm_content=business&utm_source=twitter&utm_campaign=socialflow-organic
[2] https://twitter.com/jewish_activist/status/1540343266813612033

Top URLs in Tweet in G2:
[10] https://twitter.com/lyzl/status/1540491086619197440
[5] https://www.cnn.com/videos/politics/2022/06/24/ana-navarro-alice-stewart-scotus-abortion-reaction-nr-vpx.cnn
[4] https://kingcounty.gov/depts/health/locations/family-planning/abortion.aspx
[3] https://www.seattletimes.com/nation-world/nation/with-roe-dead-some-fear-rollback-of-lgbtq-and-other-rights/?utm_medium=social&utm_campaign=owned_echobox_tw_m&utm_source=Twitter#Echobox=1656103229-1
[3] https://www.msn.com/en-us/news/world/trudeau-johnson-macron-aghast-at-abortion-rights-reversal-in-us/ar-AAYQdcG
[2] https://www.politico.com/news/2022/06/24/trump-to-fox-god-made-the-decision-overturning-roe-00042284?utm_source=dlvr.it&utm_medium=twitter
[2] https://twitter.com/WashingtonSRC/status/1540367879937425409
[2] https://www.washingtonpost.com/politics/2022/06/24/abortion-supreme-court-trump-pence-republicans-roe/
[2] https://twitter.com/EvanKoepfler/status/1540559151998197760
[2] https://trib.al/hnjcq0g

Top URLs in Tweet in G3:
[9] https://twitter.com/mattlindner/status/1540363274910171137?s=21&t=Nqx52Pfwso5EQjwj1TXtKg
[6] https://scalawagmagazine.org/2022/05/abortion-doula-event/
[6] http://trib.al/LjY3m25
[4] https://apnews.com/article/abortion-us-supreme-court-health-government-and-politics-marriage-a0cee537c6f9f10d29fa71f6e7a4d19d
[4] https://twitter.com/mariashriver/status/1540347695247663104
[4] https://www.womenonweb.org/en/page/21299/women-on-web-starts-providing-abortion-pills-in-advance
[3] https://twitter.com/nprpolitics/status/1540478652793737216
[2] http://trib.al/tWdbRx0
[2] https://www.abortionfinder.org/abortion-guides-by-state
[2] https://twitter.com/lexialex/status/1540445218809315328

Top URLs in Tweet in G4:
[21] https://philadelphia.cbslocal.com/?p=1304994
[4] https://www.star-telegram.com/health-wellness/article262823083.html?taid=62b60c587240840001f2e125&utm_campaign=trueanthem&utm_medium=social&utm_source=twitter
[2] https://www.culinaryunion226.org/news/press/statement-regarding-attacks-on-abortion-and-the-right-to-choose
[2] https://americanindependent.com/oregon-republican-house-nominee-primary-mike-erickson-abortion-6th-congressional-district/
[2] https://www.nytimes.com/2022/06/23/opinion/abortion-pills-online-roe-v-wade.html?smid=tw-share
[2] https://twitter.com/independent/status/1540467950473322497
[2] https://www.latimes.com/politics/story/2022-06-24/newsom-signs-bill-protecting-california-abortion-providers-from-civil-liability
[1] https://twitter.com/alisonmartino/status/1540413823852486656
[1] https://twitter.com/i/broadcasts/1mrGmaEvQLWGy
[1] https://twitter.com/i/broadcasts/1YqJDqpnPyOxV

Top URLs in Tweet in G5:
[7] https://twitter.com/aoc/status/1540396581777727492
[6] https://www.theguardian.com/us-news/2022/jun/24/us-cities-protest-roe-v-wade-abortion-rights?CMP=Share_iOSApp_Other
[5] https://secure.actblue.com/donate/abortion-funds-social-20220624
[4] https://thehill.com/homenews/house/3536731-maxine-waters-on-scotus-abortion-ruling-the-hell-with-the-supreme-court/
[3] https://www.nytimes.com/interactive/2022/us/abortion-laws-roe-v-wade.html?referringSource=articleShare
[3] https://twitter.com/healthmayday/status/1540337772979838981
[2] https://www.dailywire.com/videos/choosing-death-the-legacy-of-roe?utm_campaign=abortiondoc&utm_medium=social&utm_source=twitter&utm_content=dw-hammondclip-abortiondoc-8pm-6-24&cid=abortiondoc&mid=t&xid=0
[2] https://www.dailywire.com/news/god-made-the-decision-trump-weights-in-on-supreme-court-abortion-ruling
[2] https://thehill.com/homenews/state-watch/3536517-west-coast-states-vow-to-protect-abortion-access-in-multi-state-commitment/
[2] https://thehill.com/homenews/senate/3536561-murkowski-vows-to-work-on-legislation-in-response-to-abortion-ruling/

Top URLs in Tweet in G6:
[21] https://www.dailymail.co.uk/news/article-10950947/Protesters-plan-target-home-Justice-Clarence-Thomas-abortion-ruling.html
[21] https://twitter.com/gavinnewsom/status/1540440016605679616
[6] https://www.bostonherald.com/2022/01/28/franks-high-abortion-rate-strikes-blow-at-black-community/
[5] https://timcast.com/news/pro-abortion-rioters-attempt-to-breach-arizona-capitol-building-force-senate-into-recess/
[4] https://twitter.com/peltzmadeline/status/1540469886199238657
[4] https://twitter.com/halleberry/status/1540377302307328000
[3] https://twitter.com/barackobama/status/1540340642848690176
[3] https://twitter.com/anthonycabassa_/status/1540515299409031168
[2] https://twitter.com/mattlindner/status/1540363274910171137
[2] https://www.washingtonpost.com/business/2022/06/24/abortion-supreme-court-corporate-reaction/

Top URLs in Tweet in G7:
[6] https://twitter.com/skynews/status/1540337190848323588
[4] https://www.washingtonpost.com/politics/courts_law/supreme-court-to-review-ruling-on-louisiana-abortion-law/2019/10/04/85eaf2b0-e6ab-11e9-a6e8-8759c5c7f608_story.html
[3] https://apnews.com/article/abortion-supreme-court-decision-854f60302f21c2c35129e58cf8d8a7b0
[3] https://www.washingtonpost.com/nation/2022/06/24/supreme-court-abortion-ruling/
[3] https://www.youtube.com/watch?app=desktop&v=gBLWpKbC3ww&t=0h0m
[2] https://twitter.com/cernovich/status/1540408841984086016
[2] https://www.huffpost.com/entry/roe-v-wade-supreme-court-overturns-ruling_n_628b65b9e4b01a50ab5ac869
[2] https://www.washingtonpost.com/politics/2022/06/24/abortion-state-laws-criminalization-roe/
[2] https://www.nytimes.com/live/2022/06/24/us/roe-wade-abortion-supreme-court?smid=tw-share
[2] https://www.npr.org/sections/health-shots/2022/06/24/1107126432/abortion-bans-supreme-court-roe-v-wade

Top URLs in Tweet in G8:
[4] https://www.cbsnews.com/news/roe-v-wade-abortion-support-for-pregnant-women/
[3] https://secure.actblue.com/donate/saveabortionrights
[2] https://www.rawstory.com/furious-democratic-leader-vows-to-fight-cruel-abortion-ruling/
[2] https://www.thecut.com/abortion-clinic-near-you
[2] https://creogsovercoffee.com/notes/2022/5/6/special-episode-abortion-rights-in-the-usa
[2] https://joshshapiro.org/actnow
[2] https://twitter.com/joeyneverjoe/status/1540519601791938560
[2] https://thegrio.com/2022/06/24/black-women-supreme-court-overturn-abortion/
[2] https://nypost.com/2022/06/21/brazilian-judge-refuses-abortion-for-11-year-old-rape-victim/
[2] https://www.nytimes.com/2022/06/09/health/abortion-bans-rape-incest.html?referringSource=articleShare

Top URLs in Tweet in G9:
[6] https://twitter.com/az_rww/status/1540544199056949249
[3] https://www.guttmacher.org/news-release/2017/abortion-common-experience-us-women-despite-dramatic-declines-rates?fbclid=IwAR1hR47y6djsqTcl6iScNwSywQywvoWQtooeLc4Ig1B_gufbjEU9WBtddmo
[2] https://www.guttmacher.org/article/2020/10/people-all-religions-use-birth-control-and-have-abortions?fbclid=IwAR2CnUGedZBlR7P3kkKT652mIIy2m6PDZvogR1Lced3Q53W74MaQe0TvChc
[2] https://map.wewontgoback.com/
[2] https://twitter.com/neal_katyal/status/1540337153464483841
[2] https://www.kentuckyhealthjusticenetwork.org/donate.html
[1] https://abortionfunds.org/funds/
[1] https://www.huffpost.com/entry/roe-wade-abortion-forced-birth-rapist_n_62b489d7e4b06594c1e10e18?cgh

Top URLs in Tweet in G10:
[3] https://docs.google.com/document/d/1T-aDTsZXnKhMcrDmtcD35aWs00gw5piocDhaFy5LKDY/mobilebasic
[3] https://www.abortionfinder.org/
[2] https://www.forbes.com/sites/alisondurkee/2022/06/24/supreme-court-new-case-dobbs-v-jackson-could-threaten-roe-v-wade-here-are-the-states-with-abortion-protections-if-its-overturned/
[2] https://twitter.com/harry_styles/status/1540466638138605568
[1] https://trib.al/UGhutbA
[1] https://www.nytimes.com/2022/06/09/health/abortion-bans-rape-incest.html
[1] https://trib.al/O0h6Kjc
[1] https://trib.al/NNlWqcj
[1] https://trib.al/MmThsak
[1] https://trib.al/XWs9mHJ

Top Domains
Top Domains in Tweet in Entire Graph:
[921] twitter.com
[224] trib.al
[105] nytimes.com
[80] actblue.com
[77] theguardian.com
[76] washingtonpost.com
[73] bloomberg.com
[63] abortionfinder.org
[58] reuters.com
[55] co.uk

Top Domains in Tweet in G1:
[137] twitter.com
[27] avaaz.org
[12] theguardian.com
[12] youtube.com
[11] washingtonpost.com
[8] nytimes.com
[8] co.uk
[8] foxnews.com
[6] moveon.org
[5] thehill.com

Top Domains in Tweet in G2:
[16] twitter.com
[8] trib.al
[7] seattletimes.com
[6] cnn.com
[4] kingcounty.gov
[3] msnbc.com
[3] msn.com
[2] politico.com
[2] washingtonpost.com
[2] pbs.org

Top Domains in Tweet in G3:
[21] twitter.com
[9] trib.al
[6] scalawagmagazine.org
[5] apnews.com
[4] womenonweb.org
[3] washingtonpost.com
[3] abortionfinder.org
[2] usow.org
[1] givebutter.com
[1] miningjournal.net

Top Domains in Tweet in G4:
[21] cbslocal.com
[6] twitter.com
[4] star-telegram.com
[2] culinaryunion226.org
[2] americanindependent.com
[2] nytimes.com
[2] latimes.com
[1] gizmodo.com
[1] trib.al
[1] theguardian.com

Top Domains in Tweet in G5:
[16] twitter.com
[14] thehill.com
[6] theguardian.com
[5] actblue.com
[4] dailywire.com
[3] nytimes.com
[2] youtube.com
[2] khon2.com
[2] washingtonpost.com
[2] avaaz.org

Top Domains in Tweet in G6:
[45] twitter.com
[21] co.uk
[6] bostonherald.com
[5] timcast.com
[4] lifenews.com
[3] kmbc.com
[3] foxnews.com
[2] washingtonpost.com
[2] seattletimes.com
[2] thegatewaypundit.com

Top Domains in Tweet in G7:
[11] twitter.com
[9] washingtonpost.com
[3] apnews.com
[3] youtube.com
[2] huffpost.com
[2] nytimes.com
[2] npr.org
[2] wwno.org
[2] foxnews.com
[1] newsweek.com

Top Domains in Tweet in G8:
[4] twitter.com
[4] cbsnews.com
[4] actblue.com
[3] trib.al
[2] rawstory.com
[2] thecut.com
[2] creogsovercoffee.com
[2] joshshapiro.org
[2] thegrio.com
[2] nypost.com

Top Domains in Tweet in G9:
[8] twitter.com
[5] guttmacher.org
[2] wewontgoback.com
[2] kentuckyhealthjusticenetwork.org
[1] abortionfunds.org
[1] huffpost.com

Top Domains in Tweet in G10:
[5] trib.al
[4] twitter.com
[3] google.com
[3] abortionfinder.org
[2] forbes.com
[1] nytimes.com
[1] 19thnews.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[550] roevswade
[210] roevwade
[183] abortion
[132] scotus
[59] roeoverturned
[40] roevwadeprotest
[39] abortionrightsarehumanrights
[34] abortionishealthcare
[33] abortionrights
[32] worldtous



Top Hashtags in Tweet in G1:
[49] roevwade
[48] roevswade
[29] abortion
[27] worldtous
[9] losangeles
[7] supremecourt
[7] abortionrightsarehumanrights
[7] prochoice
[6] womensrightsarehumanrights
[6] abortionrights

Top Hashtags in Tweet in G2:
[6] waleg
[6] roevswade
[3] bansoffourbodies
[3] roevwade
[2] nhpolitics
[1] prochoice
[1] worldtous

Top Hashtags in Tweet in G3:
[8] wewontgoback
[5] roevswade
[4] abortionrights
[4] sanfrancisco
[2] bansoffourbodies
[2] louisiana
[1] scotus
[1] roevwade
[1] abortionbans
[1] reproductiverights

Top Hashtags in Tweet in G4:
[6] dobbs
[6] womensrights
[6] fridaymorning
[6] roevswade
[3] abortion
[3] abortionrightsarehumanrights
[1] roevwade

Top Hashtags in Tweet in G5:
[6] adopteevoices
[3] gileadiscoming
[2] adopteetwitter
[2] worldtous
[2] roevwade
[2] bansoffourbodies
[2] roevswade
[1] antifa

Top Hashtags in Tweet in G6:
[17] abortion
[16] roevswade
[15] scotus
[9] onlyatyaf
[7] gopwaronwomen
[4] breaking
[2] roeoverturned
[1] foxprop
[1] irony
[1] disney

Top Hashtags in Tweet in G7:
[13] bluevoices
[7] resist
[6] demvoice1
[4] wevegotacountrytosave
[3] abortion
[3] johnroberts
[3] susancollins
[3] bansoffmybody
[3] trublue
[3] rabbithole

Top Hashtags in Tweet in G8:
[5] roevswade
[3] roevwade
[2] abortion
[2] redstate
[2] abortionrights
[2] scotus
[2] medtwitter
[2] abortioncare
[2] abortionishealthcare
[2] supremecourt

Top Hashtags in Tweet in G9:
[2] bansoffourbodies
[2] wewontgoback
[1] roevswade

Top Hashtags in Tweet in G10:
[2] roevwade

Top Words
Top Words in Tweet in Entire Graph:
[23124] abortion
[4114] right
[4018] rights
[3913] women
[3782] don
[3487] states
[2800] roe
[2791] people
[2740] one
[2638] re

Top Words in Tweet in G1:
[960] abortion
[167] rights
[125] women
[120] right
[119] roe
[112] people
[95] wade
[94] states
[80] court
[79] one

Top Words in Tweet in G2:
[1355] against
[1347] don
[1345] re
[1003] same
[728] abortion
[724] one
[672] sex
[340] take
[338] religion
[338] americans

Top Words in Tweet in G3:
[1165] abortion
[497] states
[446] clinics
[435] federal
[258] free
[237] idea
[234] none
[230] ewarren
[227] travel
[223] biden

Top Words in Tweet in G4:
[812] women
[531] abortion
[405] state
[404] states
[400] california
[400] safe
[399] care
[395] reproductive
[394] signed
[394] nation

Top Words in Tweet in G5:
[598] abortion
[285] rights
[276] more
[259] people
[223] never
[203] roe
[175] overturning
[160] help
[153] states
[150] abortions

Top Words in Tweet in G6:
[497] abortion
[84] right
[68] court
[68] states
[65] pro
[61] supreme
[56] roe
[55] people
[52] justice
[46] thomas

Top Words in Tweet in G7:
[471] abortion
[303] women
[189] court
[168] right
[160] states
[148] supreme
[119] united
[114] solidarity
[112] whose
[111] being

Top Words in Tweet in G8:
[534] abortion
[161] rights
[106] make
[102] nation
[99] planned
[99] parenthood
[99] dollars
[97] live
[96] pledging
[96] 500k

Top Words in Tweet in G9:
[539] abortion
[220] state
[184] right
[178] women
[147] miscarriage
[146] legal
[111] north
[110] carolina
[100] freedom
[95] religious

Top Words in Tweet in G10:
[500] abortion
[209] life
[206] christian
[206] ban
[205] religious
[203] freedom
[142] law
[139] fetus
[137] requires
[137] mother

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2321] abortion,rights
[1943] supreme,court
[1865] roe,wade
[1667] re,against
[950] abortion,legal
[938] right,abortion
[900] same,sex
[847] don,one
[830] one,re
[830] against,same

Top Word Pairs in Tweet in G1:
[105] abortion,rights
[80] roe,wade
[60] supreme,court
[34] anti,abortion
[33] wade,overturned
[31] right,abortion
[30] rights,activists
[28] overturned,abortion
[27] activists,world
[27] world,fighting

Top Word Pairs in Tweet in G2:
[1338] re,against
[671] don,one
[668] one,re
[668] against,same
[668] same,sex
[337] abortion,don
[336] against,abortion
[334] against,contraception
[334] contraception,don
[334] don,take

Top Word Pairs in Tweet in G3:
[444] abortion,clinics
[218] clinics,federal
[217] things,biden
[217] biden,set
[217] set,abortion
[217] federal,land
[217] land,inside
[217] inside,red
[217] red,states
[217] states,ewarren

Top Word Pairs in Tweet in G4:
[394] women,nation
[393] women,doctors
[392] signed,bill
[390] abortion,legal
[390] legal,california
[390] california,remain
[390] remain,way
[390] way,signed
[390] bill,makes
[390] makes,state

Top Word Pairs in Tweet in G5:
[179] abortion,rights
[175] overturning,roe
[110] especially,poor
[109] until,abortion
[109] united,states
[108] roe,outlawing
[108] outlawing,abortions
[108] abortions,never
[108] never,make
[108] make,go

Top Word Pairs in Tweet in G6:
[61] supreme,court
[48] right,abortion
[37] abortion,restrictions
[36] support,abortion
[35] clarence,thomas
[34] despite,hearing
[34] hearing,americans
[34] americans,support
[31] justice,clarence
[26] abortion,illegal

Top Word Pairs in Tweet in G7:
[148] supreme,court
[117] united,states
[108] right,women
[107] abortion,fundamental
[107] fundamental,right
[107] women,protected
[107] protected,wish
[107] wish,express
[107] express,solidarity
[107] solidarity,women

Top Word Pairs in Tweet in G8:
[141] abortion,rights
[99] planned,parenthood
[96] pledging,500k
[96] 500k,upcoming
[96] upcoming,tour
[96] tour,planned
[96] parenthood,abortion
[96] rights,live
[96] live,nation
[96] nation,agreed

Top Word Pairs in Tweet in G9:
[110] north,carolina
[78] right,abortion
[76] give,birth
[76] freedom,religion
[76] live,state
[76] state,abortion
[75] jew,give
[75] birth,religious
[75] religious,right
[75] right,access

Top Word Pairs in Tweet in G10:
[202] religious,freedom
[135] jewish,law
[135] mother,life
[133] law,requires
[133] requires,abortion
[133] abortion,fetus
[133] fetus,threatening
[133] threatening,mother
[133] life,religious
[133] freedom,america

Top Replied-To
Top Replied-To in Entire Graph:
@fogle4mo
@mollielombardi
@ashleygwinter
@emmanuelmacron
@potus
@justintrudeau
@mrandyngo
@barackobama
@annamerlan
@replizcheney

Top Replied-To in G2:
@devincow
@tobymorton
@walshfreedom
@kylegriffin1
@ltgrusselhonore
@kevinsixx13
@davidlohago
@flat_panda
@volphancarol
@geraldwaterous

Top Replied-To in G3:
@katewillett
@jessmitter
@ewarren
@blackamazon
@charliekirk11
@saracivian
@chinesebot6
@beetlej02630915
@myronmsn
@bethdelany

Top Replied-To in G4:
@gavinnewsom
@doree
@politicochess35
@codysmalls77
@kdramaunfan
@richardgrenell
@profgalloway
@junieunofficial
@lavender1776
@drewferraro419

Top Replied-To in G5:
@aoc
@timrunshismouth
@occupydemocrats
@thehill
@sebgorka
@healthmayday
@hthr_kln
@shaunhanrahan41
@mommyinaz
@nickogallo

Top Replied-To in G6:
@mrandyngo
@bennyjohnson
@libsoftiktok
@anthonycabassa_
@katiedaviscourt
@tomfitton
@joyflick1
@schachin
@judgejeanine
@electionwiz

Top Replied-To in G7:
@potus
@emmanuelmacron
@joebiden
@theellenshow
@juliegauthier08
@cernovich
@realdeancain
@adaltum
@hawleymo
@briancaskeync

Top Replied-To in G8:
@lyzl
@lizzo
@housegop
@mom20886
@debilu2
@haleyanastasia_
@gospacecraft
@johnfetterman
@mobile_cabin

Top Replied-To in G9:
@joshstein_
@emmyamongus
@cpugenius11
@purpletxtbxhrt
@speakerpelosi
@rzschinderman
@cathworkingmom
@benjaminbitches
@astronerd_emc2
@mattmikalatos

Top Replied-To in G10:
@rachelkayw
@jewish_activist
@dustinrota
@jeffvann1
@sinisterg4
@rosensteintim
@jollierthanthou
@zawistowski
@nataliesurely
@hurt_chinese

Top Mentioned
Top Mentioned in Entire Graph:
@ewarren
@ananavarro
@mollielombardi
@justintrudeau
@aidaccessusa
@dicks
@abortionfunds
@potus
@msnbc
@karlarod_

Top Mentioned in G2:
@ananavarro
@msnbc
@cnn
@alicetweet
@shannonfreshour
@kali4niadazed1
@govinslee
@omarsrashad
@devincow
@alicetwitter

Top Mentioned in G3:
@ewarren
@jonahdispatch
@jaketapper
@ap
@muellershewrote
@charliekirk11
@shadipetosky
@cnn
@govevers
@wisdoj

Top Mentioned in G4:
@gavinnewsom
@shlarg2
@sarahksilverman
@billmaher
@lastweektonight
@repsarajacobs
@senalexpadilla
@mayortoddgloria
@spoxdhs
@xavierbecerra

Top Mentioned in G5:
@aoc
@tpusa
@timrunshismouth
@hthr_kln
@jazz_inmypants
@drewhlive
@mommyinaz
@dakara_prisoner
@dicks
@sandrafraccalv2

Top Mentioned in G6:
@dicks
@liz_wheeler
@anthonycabassa_
@ananavarro
@mrandyngo
@disney
@libsoftiktok
@paypal
@kenpaxtontx
@trumpthatbitch1

Top Mentioned in G7:
@potus
@joebiden
@emmanuelmacron
@countdankulatv
@lisa_catara
@hungryjeff
@cernovich
@lilagracerose
@repswalwell
@corrcomm

Top Mentioned in G8:
@patagonia
@joshshapiropa
@lyzl
@lizzo
@bnnbreaking
@teapainusa
@mrshardofglass
@bougiemedic
@sashaveritas
@wecallonall

Top Mentioned in G9:
@jacindaardern
@speakerpelosi
@jcisnerostx
@tashakaminsky
@pulchraiaspis
@cpugenius11
@michaelvsmith3
@ohhidannye
@dapmycheeksup
@jacksfilms

Top Mentioned in G10:
@tony4wi
@tmavuram
@arylawhite
@ibexwebex
@itsjustin1015
@jewish_activist
@maga_cy
@fred032474
@ljmoynihan
@skyisterahigh

Top Tweeters
Top Tweeters in Entire Graph:
@knewz_currently
@recentlatestvia
@americanair
@berkleybearnews
@medicinehelp
@ronniehowlett3
@andyvermaut
@lennaleprena
@newsoneplace
@insdatainter

Top Tweeters in G1:
@knewz_currently
@recentlatestvia
@berkleybearnews
@medicinehelp
@andyvermaut
@newsoneplace
@chronlaw
@astartiel
@visitkarte
@trashulie

Top Tweeters in G2:
@cubfan13241
@amaliada
@watchdogsniffer
@cnn
@sisterwriter
@melinda62909033
@lightrider
@a22523
@charlotterawl12
@msnbc

Top Tweeters in G3:
@radlein
@itswanda
@aerinkaijuking
@tanis42
@notacquiescing
@blackamazon
@terrilltf
@themaltesemama
@sillygrandma99
@wtime90

Top Tweeters in G4:
@elkehollings
@krysilove
@bethlevin
@dianacialino
@cakezilllla
@melissatweets
@leahmcelrath
@cbsphilly
@kathylslaughter
@snoozeq1

Top Tweeters in G5:
@jjauthor
@sandradunn1955
@thehill
@rrnunez
@_ikenna_
@themismaglis
@stillgray
@lilsun83
@cmclymer
@gwastelum

Top Tweeters in G6:
@ibangel
@tonyserrata
@appsame
@weldtowrite
@bakersonpeekay
@kmbc
@tex_968
@earlenepifer
@jwhite0316
@freebetsyb

Top Tweeters in G7:
@vinodshadija
@jjdebenedictis
@trumplar
@corrcomm
@magoomito
@eddie_31003
@calamur
@leszek00672882
@omarvmurcia
@librecapitalist

Top Tweeters in G8:
@debilu2
@rhonda_harbison
@minimarshmeiiio
@baronianconsult
@pamcurtis4210
@m5b1tch
@squizzradical
@barbls23
@mchastang84
@dailymail

Top Tweeters in G9:
@nyeongnight
@skinnyassdame
@jertellp
@gobeygo
@___jabaee
@spreckles
@honoyoru_
@devilmilff
@wingersso
@urwokewaifu

Top Tweeters in G10:
@pen_bird
@vanilla_shru
@molliekatie
@vashtivale42
@patrickecooley
@crimsonboudoir
@elle_v__
@sammmysam_93
@deadphillycomic
@rangerjoe63dot