Abortion, Twitter, 6/26/2022 12:15:17 AM, 278733


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Abortion_2022-06-25_15-35-12.xlsx
Abortion_2022-06-25_15-35-12.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
June 26, 2022
Short Description:
Abortion via NodeXL https://bit.ly/3OgD9ND
@aoc
@bnnbreaking
@jordyvotes
@highroadsaloon
@occupydemocrats
@loconte
@ananavarro
@gavinnewsom
@meghanjmjw
@4lala

Top hashtags:
#roevswade
#abortion
#aca3
#endtheexception
#roevwade
#scotus
#gopwaronwomen
#demvoice1

Description:
Description
The graph represents a network of 20,220 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 23:04 UTC.

The tweets in the network were tweeted over the 7-minute period from Saturday, 25 June 2022 at 22:27 UTC to Saturday, 25 June 2022 at 22:35 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 : 20220
Unique Edges : 23022
Edges With Duplicates : 2330
Total Edges : 25352
Number of Edge Types : 5
Retweet : 14915
Tweet : 3270
Replies to : 2841
Mentions : 3125
MentionsInRetweet : 1201
Self-Loops : 3299
Reciprocated Vertex Pair Ratio : 0.00249976417319121
Reciprocated Edge Ratio : 0.00498706186779581
Connected Components : 2633
Single-Vertex Connected Components : 799
Maximum Vertices in a Connected Component : 13530
Maximum Edges in a Connected Component : 18449
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 6.335704
Graph Density : 5.19900560670744E-05
Modularity : 0.816103
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 20,220 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 23:04 UTC.

The tweets in the network were tweeted over the 7-minute period from Saturday, 25 June 2022 at 22:27 UTC to Saturday, 25 June 2022 at 22:35 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:
[76] https://www.who.int/health-topics/abortion
[65] https://twitter.com/charli_xcx/status/1540411883408220160
[57] https://www.lemonde.fr/politique/article/2022/06/25/la-nupes-et-renaissance-annoncent-le-depot-d-une-proposition-de-loi-pour-inscrire-le-droit-a-l-avortement-dans-la-constitution_6132009_823448.html
[50] https://www.businessinsider.com/woman-denied-life-saving-abortion-is-hellscape-of-roe-v-wade-repeal-2022-6
[42] https://twitter.com/valeriocnn/status/1540733208811122694
[35] https://beckernews.com/the-pentagon-announces-it-will-refuse-to-follow-any-state-laws-restricting-abortion-access-45613/
[35] https://www.washingtonpost.com/opinions/2022/06/25/supreme-court-rulings-abortion-roe-guns-represent-minority-tyranny/
[33] https://time.com/6191270/abortion-pills-bans-fda-merrick-garland/
[32] https://abortionfunds.org/funds/
[29] https://youtu.be/-ojdYDspouQ

Top URLs in Tweet in G1:
[12] https://www.foxnews.com/world/u-s-allies-condemn-abortion-court-ruling-blinken-and-us-un-ambassador-join-critical-chorus
[4] https://www.washingtonpost.com/opinions/2022/06/25/supreme-court-rulings-abortion-roe-guns-represent-minority-tyranny/?tid=ss_tw
[4] https://twitter.com/BNNBreaking/status/1540778428798234624
[4] https://www.theblaze.com/news/jpe-biden-abortion-opinion-stance
[3] https://radaronline.com/p/lauren-santo-domingo-trashes-ivanka-trump-high-school-abortion/
[3] https://twitter.com/AOC/status/1540797107027644421
[2] https://www.cnn.com/2022/06/24/tech/companies-abortion-reaction/index.html
[2] https://twitter.com/SebGorka/status/1540565193184493568
[2] https://www.npr.org/2022/06/25/1107151162/abortion-roe-v-wade-overturned-disabled-people-reflect-how-it-will-impact-them?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[2] https://twitter.com/valeriocnn/status/1540733208811122694

Top URLs in Tweet in G2:
[23] https://www.cbsnews.com/news/jennifer-rourke-jeann-lugo-rhode-island-officer-suspended-for-allegedly-punching-state-senate-candidate/?ftag=CNM-00-10aab7e&linkId=170769006
[20] https://trib.al/6Jk5cJt
[16] https://www.cnn.com/2022/06/25/politics/fact-check-super-pac-lauren-boebert-escort-abortion-sugar-daddy/index.html
[13] https://trib.al/BhKNR3m
[13] https://twitter.com/valeriocnn/status/1540733208811122694
[12] https://trib.al/fKv5fJV
[11] https://philadelphia.cbslocal.com/?p=1304994
[10] https://twitter.com/vps_reports/status/1540588506451279874
[9] https://trib.al/wtAyfa6
[9] https://trib.al/csNBgeh

Top URLs in Tweet in G3:
[7] https://www.latimes.com/california/story/2022-06-25/lapd-treatment-of-journalists-denounced-again-after-abortion-rights-protest-downtown
[6] https://twitter.com/aoc/status/1540396581777727492
[3] https://www.latimes.com/politics/story/2022-06-24/newsom-signs-bill-protecting-california-abortion-providers-from-civil-liability
[3] https://twitter.com/loconte/status/1540505485539004418
[2] https://www.latimes.com/california/story/2022-06-24/california-reacts-to-supreme-courts-reversal-of-roe-vs-wade
[2] https://www.latimes.com/california/story/2022-06-24/with-roe-vs-wade-overturned-what-happens-in-california
[2] https://www.latimes.com/california/story/2022-06-24/protests-southern-california-roe-abortion
[2] https://www.latimes.com/world-nation/story/2022-06-24/inside-a-texas-abortion-clinic-the-moment-roe-was-overturned
[2] https://www.independent.co.uk/politics/aoc-abortion-protest-roe-overturned-b2109084.html
[2] https://trib.al/p3bInPi

Top URLs in Tweet in G5:
[5] https://robertreich.substack.com/p/time-for-collins-and-democrats-to
[2] https://mashable.com/article/interactive-abortion-maps
[2] https://twitter.com/RepSpeier/status/1540472474671906816
[2] https://thenewdaily.com.au/news/world/2022/06/25/america-supreme-court-roe-wade-abortion/
[1] https://twitter.com/robreiner/status/1540389914826534913
[1] https://www.independent.co.uk/news/world/americas/us-politics/marjorie-taylor-greene-abortion-protesters-b2108822.html
[1] https://trib.al/wtAyfa6
[1] https://secure.actblue.com/donate/supportabortionfunds
[1] https://www.washingtonpost.com/opinions/2022/06/25/supreme-court-rulings-abortion-roe-guns-represent-minority-tyranny/
[1] https://www.reuters.com/world/us/abortion-rights-activists-face-first-day-post-roe-v-wade-american-life-2022-06-25/?taid=62b78b457240840001f32001&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter

Top URLs in Tweet in G6:
[2] https://twitter.com/aamullanee/status/1540523963792736256
[2] https://twitter.com/davenewworld_2/status/1540811159103758338
[2] https://twitter.com/jezebel/status/1540750312431972352
[2] https://madison.com/news/local/govt-and-politics/planned-parenthood-to-stop-offering-abortions-in-wisconsin-after-june-25-as-u-s-supreme/article_008dffd7-09b2-57cb-99f9-bf88545a0998.html
[2] https://www.harpersbazaar.com/culture/politics/a26985261/trump-administration-abortion-period-tracking-migrant-women/
[1] https://ussanews.com/2022/06/24/satanists-claim-theyre-entitled-to-abortion-as-a-religious-rite/

Top URLs in Tweet in G7:
[5] https://www.businessinsider.com/synagogue-sues-florida-abortion-law-violates-jewish-faith-2022-6
[4] https://docs.google.com/document/d/1T-aDTsZXnKhMcrDmtcD35aWs00gw5piocDhaFy5LKDY/mobilebasic
[3] https://www.cbc.ca/news/canada/toronto/dyke-march-toronto-1.6501837
[3] http://reprolegaldefensefund.org/Give/
[3] https://threadreaderapp.com/thread/1521519591234580481.html
[3] http://reprolegalhelpline.org/
[2] https://abortionfunds.org
[2] https://www.nbcnews.com/politics/politics-news/dozens-elected-prosecutors-say-will-refuse-prosecute-abortion-care-rcna35305
[1] https://twitter.com/dylanobrien/status/1540435899648856064
[1] https://twitter.com/whykikiasks/status/1540714556313333763?s=20&t=HpcRzfnnSPIGMdhzAFuhRA

Top URLs in Tweet in G8:
[25] https://twitter.com/MSB_Esq/status/1540430748808888321
[3] https://www.bloomberg.com/news/articles/2022-06-24/supreme-court-overturns-roe-v-wade-abortion-rights-ruling?utm_source=twitter&cmpid%3D=socialflow-twitter-tictoc&utm_campaign=socialflow-organic&utm_medium=social&utm_content=tictoc
[2] https://twitter.com/ErinInTheMorn/status/1540340938530332673
[2] https://www.bloomberg.com/news/articles/2022-06-24/supreme-court-overturns-roe-v-wade-abortion-rights-ruling?utm_medium=social&utm_content=tictoc&cmpid%3D=socialflow-twitter-tictoc&utm_source=twitter&utm_campaign=socialflow-organic
[2] https://apiaryps.org/pso-list
[1] https://www.theguardian.com/world/2022/jun/25/french-lawmakers-propose-bill-abortion-rights-constitution?CMP=twt_gu&utm_source=Twitter&utm_medium#Echobox=1656170476-1
[1] https://twitter.com/loconte/status/1540505485539004418
[1] https://twitter.com/aoc/status/1540396581777727492
[1] https://twitter.com/robreiner/status/1540389914826534913

Top URLs in Tweet in G9:
[6] https://nypost.com/2022/06/25/disney-worker-rips-company-over-vow-to-pay-abortion-costs/?utm_campaign=SocialFlow&utm_medium=SocialFlow&utm_source=NYPTwitter
[2] https://www.nj.com/politics/2022/06/supreme-betrayal-protests-against-high-courts-abortion-ruling-continue-in-nj.html?utm_source=twitter&utm_medium=social&utm_campaign=njdotcom_sf&utm_content=nj_twitter_njdotcom
[1] https://twitter.com/vps_reports/status/1540588506451279874
[1] https://trib.al/p3bInPi
[1] https://www.nbcnews.com/politics/supreme-court/furious-dissent-supreme-courts-liberal-wing-slams-draconian-abortion-d-rcna35201
[1] https://www.clickondetroit.com/decision-2020/2020/10/12/michigan-sen-gary-peters-shares-his-personal-abortion-story/
[1] https://www.irishtimes.com/news/social-affairs/religion-and-beliefs/catholic-church-teaching-on-abortion-dates-from-1869-1.1449517
[1] https://www.reuters.com/world/us/pro-life-is-not-just-opposing-abortion-vatican-says-after-us-ruling-2022-06-25/

Top URLs in Tweet in G10:
[4] https://www.huffpost.com/entry/canada-will-allow-americans-to-cross-the-border-for-abortions-trudeau_n_62b76e11e4b04a61736b4169
[3] https://abc7.com/roe-v-wade-overturned-abortion-ruling-is-still-legal-in-california-which-states-banned/11992960/
[2] https://ohiocapitaljournal.com/2022/05/04/study-shows-an-abortion-ban-may-lead-to-a-21-increase-in-pregnancy-related-deaths/
[2] https://twitter.com/thisisinsider/status/1540701971467931648
[2] https://www.stripes.com/theaters/us/2022-06-24/lloyd-austin-abortion-roe-military-6450038.html
[2] https://abc7.com/live/
[2] https://www.theatlantic.com/ideas/archive/2022/06/abortion-turnaway-study-roe-supreme-court/661246/
[2] https://www.huffpost.com/entry/abortion-11-year-old-pregnant_n_6266e555e4b07c34e9e4cb27?utm_campaign=share_twitter&ncid=engmodushpmg00000004
[2] https://www.abortionfinder.org/
[2] https://www.cbsnews.com/news/roe-v-wade-abortion-support-for-pregnant-women/

Top Domains
Top Domains in Tweet in Entire Graph:
[956] twitter.com
[300] trib.al
[118] washingtonpost.com
[107] nytimes.com
[76] who.int
[66] businessinsider.com
[59] lemonde.fr
[48] cnn.com
[48] cbsnews.com
[46] co.uk

Top Domains in Tweet in G1:
[125] twitter.com
[14] foxnews.com
[13] nytimes.com
[10] cnn.com
[10] washingtonpost.com
[9] msn.com
[8] yahoo.com
[7] youtube.com
[5] co.uk
[5] cbc.ca

Top Domains in Tweet in G2:
[165] trib.al
[47] twitter.com
[33] nytimes.com
[29] nbcnews.com
[27] cbsnews.com
[17] axios.com
[17] cnn.com
[11] cbslocal.com
[11] washingtonpost.com
[9] thenationalpulse.com

Top Domains in Tweet in G3:
[18] latimes.com
[15] twitter.com
[4] trib.al
[2] co.uk
[2] wpri.com
[2] cbslocal.com
[2] nymag.com
[2] tulane.edu
[2] pewresearch.org
[2] daisychainpress.com

Top Domains in Tweet in G5:
[5] substack.com
[3] twitter.com
[2] mashable.com
[2] com.au
[1] co.uk
[1] trib.al
[1] actblue.com
[1] washingtonpost.com
[1] reuters.com
[1] nytimes.com

Top Domains in Tweet in G6:
[6] twitter.com
[2] madison.com
[2] harpersbazaar.com
[1] ussanews.com

Top Domains in Tweet in G7:
[5] businessinsider.com
[4] google.com
[4] twitter.com
[3] cbc.ca
[3] reprolegaldefensefund.org
[3] threadreaderapp.com
[3] reprolegalhelpline.org
[2] abortionfunds.org
[2] nbcnews.com

Top Domains in Tweet in G8:
[30] twitter.com
[5] bloomberg.com
[2] apiaryps.org
[1] theguardian.com

Top Domains in Tweet in G9:
[6] nypost.com
[2] nj.com
[1] twitter.com
[1] trib.al
[1] nbcnews.com
[1] clickondetroit.com
[1] irishtimes.com
[1] reuters.com

Top Domains in Tweet in G10:
[6] huffpost.com
[5] abc7.com
[4] rawstory.com
[3] cbsnews.com
[3] npr.org
[2] ohiocapitaljournal.com
[2] twitter.com
[2] stripes.com
[2] theatlantic.com
[2] trib.al

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[387] roevswade
[219] abortion
[140] aca3
[140] endtheexception
[104] roevwade
[66] scotus
[62] gopwaronwomen
[59] demvoice1
[44] wtpblue
[42] abortionishealthcare



Top Hashtags in Tweet in G1:
[28] roevswade
[22] abortion
[12] roevwade
[8] abortionishealthcare
[8] abortionrightsarehumanrights
[7] roeoverturned
[6] abortionban
[5] smartnews
[4] womensrights
[4] foxnews

Top Hashtags in Tweet in G2:
[18] roevswade
[12] scotus
[6] roevwade
[4] freshwords
[4] roeoverturned
[4] roevwadeprotest
[4] hollywood
[4] foutaintheatre
[4] lapd
[3] abortion

Top Hashtags in Tweet in G3:
[2] abortion
[2] abortionishealthcare
[1] roevswade
[1] abortionrightsarehumanrights
[1] supremecourtreform

Top Hashtags in Tweet in G5:
[6] abortionban
[5] abortion
[4] abortionrightsarehumanrights
[4] mybodymychoice
[4] abortionishealthcare
[3] wisdems2022
[3] wewontgoback
[2] orpol
[2] pridemonth
[2] time4women2rule

Top Hashtags in Tweet in G6:
[2] roevwade
[1] aca3
[1] roevswade
[1] endtheexception

Top Hashtags in Tweet in G7:
[4] roevswade
[3] aca3
[3] endtheexception

Top Hashtags in Tweet in G8:
[3] roevswade
[2] roevwade
[2] roe
[2] dobbs
[2] mtpol
[2] mtnews
[1] aca3
[1] endtheexception

Top Hashtags in Tweet in G9:
[2] caiturday
[2] roeversuswade

Top Hashtags in Tweet in G10:
[3] scotus
[2] demsact
[2] resist
[2] womensrights
[2] humanrights
[2] breaking
[2] live
[2] sblvii
[2] roevwade
[2] medtwitter

Top Words
Top Words in Tweet in Entire Graph:
[23029] abortion
[3762] right
[3245] women
[3078] life
[3043] pro
[2986] one
[2978] rights
[2642] people
[2580] don
[2110] states

Top Words in Tweet in G1:
[851] abortion
[116] rights
[103] women
[102] right
[98] state
[96] people
[70] roe
[68] states
[65] life
[63] supreme

Top Words in Tweet in G2:
[921] abortion
[192] rights
[186] court
[170] supreme
[164] right
[155] roe
[120] wade
[108] state
[106] decision
[99] protest

Top Words in Tweet in G3:
[794] men
[738] abortion
[422] right
[408] need
[407] power
[398] life
[397] lives
[389] pro
[384] lot
[384] including

Top Words in Tweet in G4:
[638] abortion
[571] people
[566] stop
[565] woman
[564] using
[564] scenarios
[564] rape
[564] sole
[564] premise
[564] doesn

Top Words in Tweet in G5:
[779] abortion
[266] rights
[212] filibuster
[183] states
[179] national
[175] women
[157] senate
[121] kavanaugh
[119] reproductive
[113] feel

Top Words in Tweet in G6:
[645] abortion
[418] one
[394] anyone
[394] suicide
[388] think
[387] yes
[387] murder
[387] world
[386] wife
[386] commit

Top Words in Tweet in G7:
[759] abortion
[248] freedom
[214] right
[195] religious
[182] give
[145] jewish
[133] life
[126] religion
[122] state
[116] christian

Top Words in Tweet in G8:
[879] abortion
[285] don
[229] safe
[226] absolutely
[225] treatment
[224] part
[224] healthcare
[223] patients
[223] needed
[223] allow

Top Words in Tweet in G9:
[872] life
[870] pro
[851] vatican
[550] abortion
[440] being
[436] american
[436] against
[435] women
[433] birth
[433] right

Top Words in Tweet in G10:
[480] abortion
[279] supreme
[279] laws
[278] decision
[263] breaking
[247] court's
[243] pentagon
[242] stated
[242] enacted
[242] result

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1686] abortion,rights
[1372] pro,life
[1187] supreme,court
[1127] rape,incest
[841] re,against
[821] roe,wade
[789] abortion,illegal
[739] reason,enough
[694] think,anyone
[670] pro,abortion

Top Word Pairs in Tweet in G1:
[62] abortion,rights
[53] supreme,court
[42] roe,wade
[25] right,abortion
[23] anti,abortion
[22] abortion,ruling
[19] abortion,ban
[18] abortion,laws
[17] pro,life
[15] constitutional,right

Top Word Pairs in Tweet in G2:
[158] supreme,court
[131] abortion,rights
[113] roe,wade
[92] right,abortion
[38] rhode,island
[38] police,officer
[37] anti,abortion
[35] abortion,illegal
[34] constitution,grant
[33] grant,right

Top Word Pairs in Tweet in G3:
[386] pro,life
[382] lot,men
[382] benefited,abortion
[382] men,need
[381] whole,lot
[381] men,whose
[381] whose,lives
[381] lives,careers
[381] careers,families
[381] families,benefited

Top Word Pairs in Tweet in G4:
[564] sole,premise
[564] premise,abortion
[563] really,wish
[563] wish,people
[563] people,stop
[563] stop,drastically
[563] drastically,using
[563] using,scenarios
[563] scenarios,rape
[563] rape,incest

Top Word Pairs in Tweet in G5:
[161] national,abortion
[128] abortion,rights
[114] reproductive,rights
[112] manchin,feel
[112] feel,betrayed
[112] carve,reproductive
[112] rights,exemption
[112] exemption,filibuster
[112] filibuster,enact
[112] enact,national

Top Word Pairs in Tweet in G6:
[388] think,anyone
[386] wife,think
[386] anyone,commit
[386] commit,suicide
[386] suicide,abortion
[386] abortion,instantly
[386] instantly,replied
[386] replied,yes
[386] yes,added
[386] added,those

Top Word Pairs in Tweet in G7:
[125] religious,freedom
[123] freedom,religion
[102] supreme,court
[93] abortion,legal
[79] state,abortion
[78] live,state
[75] jewish,law
[73] law,requires
[73] requires,abortion
[72] mother,life

Top Word Pairs in Tweet in G8:
[226] abortion,absolutely
[224] safe,treatment
[223] patients,needed
[223] needed,abortion
[223] abortion,allow
[223] allow,safe
[223] absolutely,part
[223] part,healthcare
[222] treatment,cancer
[221] oncologist,patients

Top Word Pairs in Tweet in G9:
[439] pro,life
[430] american,pro
[430] pro,lifers
[430] lifers,cherrypicking
[430] cherrypicking,bible
[430] bible,abortion
[430] life,means
[430] mortality,rates
[430] rates,women
[430] women,give

Top Word Pairs in Tweet in G10:
[247] supreme,court's
[246] abortion,laws
[245] court's,decision
[242] pentagon,stated
[242] stated,abortion
[242] laws,enacted
[242] enacted,result
[242] result,supreme
[242] decision,recognized
[241] breaking,pentagon

Top Replied-To
Top Replied-To in Entire Graph:
@potus
@aoc
@fogle4mo
@highroadsaloon
@joebiden
@marshablackburn
@abundantchic
@foxnews
@samuelljackson
@bettemidler

Top Replied-To in G2:
@potus
@marshablackburn
@cnn
@amyklobuchar
@gop
@repmtg
@rexchapman
@mayoisspicyy
@msnbc
@senwarren

Top Replied-To in G3:
@aoc
@ashleygwinter
@ohheyjenna
@adamschiff
@repjimbanks
@revdmq
@grisham_shrew60
@erikhalvorsen18
@roxannelaforge
@wheresmyark_23

Top Replied-To in G4:
@jordyvotes
@dakkani1
@impteespayce
@thecharliegirl
@kimwrites4u
@mrklmrkl1
@wayfarer04
@kweixel
@ellenkmcd
@vonskillz

Top Replied-To in G5:
@jojofromjerz
@spaceforcecad
@noliewithbtc
@dcelestespencer
@jrpsaki
@spunkybychance
@lpferris
@franklintooth
@gop
@bosoxfan1990

Top Replied-To in G6:
@highroadsaloon
@evacide
@acechhh
@brianjgriffith
@_pixlsugr

Top Replied-To in G7:
@svershbow
@gemeni365
@bittergertrude
@senwhitehouse
@pudgenet
@drdraz2
@yourmajestiness
@tarren_nz
@x10150330
@berniesanders

Top Replied-To in G8:
@loconte
@quicktake
@repraskin
@rubinsrants
@yavoshmurda
@nathaliejacoby1
@mitziforpelosi
@jamfruitz
@larissablum1991
@watl_news

Top Replied-To in G9:
@occupydemocrats
@redamor_
@travisallen02
@cdtxyn
@docho11andaise
@sweeper1966
@cenkuygur
@sportsfan689
@alise_bamforth
@njdotcom

Top Replied-To in G10:
@abundantchic
@richsignorelli
@replizcheney
@bnnbreaking
@3dogrunner
@dashdobrofsky
@lindseynowak1
@veronikkakew
@jamiesprenger_
@jmvent5

Top Mentioned
Top Mentioned in Entire Graph:
@ewarren
@lemondefr
@tpusa
@bnnbreaking
@aoc
@potus
@nbcnews
@cnn
@sentinasmith
@senwarren

Top Mentioned in G1:
@drfredmckinney

Top Mentioned in G2:
@potus
@cnn
@sentinasmith
@nbcnews
@senwarren
@repmtg
@maddowblog
@gop
@evelynpix
@maureendowd

Top Mentioned in G3:
@aoc
@sebtownpatti
@ashleygwinter
@kennymclov
@lordgrimoz
@libtee
@davidafrench
@lechatnoire4
@smurphy_science
@carlyg0663

Top Mentioned in G4:
@jordyvotes
@thecharliegirl
@isarah1234
@treefourfife
@carlyfindlay
@dudek2020
@steffieg777
@leebrookepearc3
@realdarlanio
@mina7815

Top Mentioned in G5:
@wisdems
@bravosuperfans
@tristansnell
@kenolin1
@mashable
@rbreich
@momrovin
@joycewhitevance
@larrycos
@deep_state_ceo

Top Mentioned in G6:
@patsycrowley8
@robert_226226
@hyapatialee
@jezebel
@rottenindenmark
@inclasswithcarr
@africanacarr
@luriefavors

Top Mentioned in G7:
@reprolegalfund
@limeylizzie
@bittergertrude
@andreagrimes
@tashakaminsky
@pulchraiaspis
@wesleybell4stl
@middlechurch
@zlaner
@drquinngyn

Top Mentioned in G8:
@senschumer
@repraskin
@__isb
@kristinekmarra
@davidnhackney
@dianebernaerts
@nathaliejacoby1
@starchas3r

Top Mentioned in G9:
@lingzi_w
@idiocrazy111213
@noliewithbtc
@idaho_hopeful
@mn_kayak
@amyklobuchar
@potus
@occupydemocrats
@aoc
@doctorhenryct

Top Mentioned in G10:
@bnnbreaking
@deptofdefense
@patagonia
@abundantchic
@throw_away900
@ndvoter
@twitter
@superbowl
@huffpost
@gregjcross

Top Tweeters
Top Tweeters in Entire Graph:
@pulpnews
@missb62
@knewz_currently
@m_m1941
@barntiques859
@andyvermaut
@chris_1791
@phildecarolis
@applesupport
@7b73f39b85e1415

Top Tweeters in G1:
@pulpnews
@knewz_currently
@barntiques859
@andyvermaut
@ndtv
@usrealitycheck
@ibangel
@southerngemgal
@wcvb
@arishmaryshow

Top Tweeters in G2:
@missb62
@real_infinity95
@pas5974
@sueleugers
@asmith702
@soaprookie
@bandersdavidson
@vivbwoke
@nytimes
@charlotteonder1

Top Tweeters in G3:
@lechatnoire4
@redboybroken
@edsmith313
@genghisgalahad2
@gmarie55
@latimes
@mariecolemanao
@slimjim2123
@citizengatsby
@social_seer

Top Tweeters in G4:
@damngirlmelanie
@destiellavich
@kanaruaizawa16
@art_chicken
@darlingnicki__
@loxyisme
@demaurisaadnam
@tunechiress
@gggiiffttt
@onedsaremylife

Top Tweeters in G5:
@vedehimajumdar
@greeeneyedwhwom
@antipandemonium
@mdjacksondallas
@on_bender
@sampson_elaine
@mashable
@capatosta122
@blackamazon
@bernardmceldown

Top Tweeters in G6:
@nortesur7
@rickiroma
@lininohio
@nigelheal
@yojuanaytu
@stevenamoney
@the_gwalla
@katz_mum
@charbone1
@patsycrowley8

Top Tweeters in G7:
@jodotcom
@belladonamodels
@dandastur
@limeylizzie
@ap_saegge
@bettyp711
@bossyunge
@eegarim
@slmyvoxe
@joselei66

Top Tweeters in G8:
@robert_hove
@jamchrisjoy
@karolcummins
@neolithicsheep
@morbid_elation
@lynncatwalters
@drfarmertx
@weirmb
@dualgrey
@pinky_or_brain

Top Tweeters in G9:
@1jasliz
@carolk47
@jebocanegra1
@tchevalier10
@donna_spackman
@wmcarterelliott
@justinmonet_
@fyre__storm
@otepofficial
@crankycrone1

Top Tweeters in G10:
@missnisha6849
@huffpost
@anickel4thought
@mhai56
@alittlebitroyal
@stageyaneu
@murjanian
@sonokocentral
@mznikkinew
@starfirst