Reproductive health, Twitter, 9/20/2021 6:41:15 AM, 262451


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Reproductive health_2021-09-19_20-57-00.xlsx
Reproductive health_2021-09-19_20-57-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 20, 2021
Short Description:
Reproductive health via NodeXL https://bit.ly/3Aqn2Gm
@oni_blackstock
@abc
@naral
@ppnhaf
@di_shawarma
@ajplus
@seancartierloui
@achanagur
@tinasmithmn
@donnabrazile

Top hashtags:
#reproductive
#sexual
#nh
#sb8
#tigrayan
#justice4tigrayswomenandgirls
#srhr

Description:
Description
The graph represents a network of 7,697 Twitter users whose tweets in the requested range contained "Reproductive health", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 20 September 2021 at 04:03 UTC.

The requested start date was Monday, 20 September 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 3-day, 15-hour, 50-minute period from Wednesday, 15 September 2021 at 13:10 UTC to Sunday, 19 September 2021 at 05:00 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 : 7697
Unique Edges : 3932
Edges With Duplicates : 12090
Total Edges : 16022
Number of Edge Types : 5
Retweet : 5596
MentionsInRetweet : 7057
Tweet : 1214
Replies to : 488
Mentions : 1667
Self-Loops : 1249
Reciprocated Vertex Pair Ratio : 0.0161747343565525
Reciprocated Edge Ratio : 0.0318345532705937
Connected Components : 1212
Single-Vertex Connected Components : 551
Maximum Vertices in a Connected Component : 3652
Maximum Edges in a Connected Component : 8872
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 7.683833
Graph Density : 0.000145299880586356
Modularity : 0.545671
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,697 Twitter users whose tweets in the requested range contained "Reproductive health", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 20 September 2021 at 04:03 UTC.

The requested start date was Monday, 20 September 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 3-day, 15-hour, 50-minute period from Wednesday, 15 September 2021 at 13:10 UTC to Sunday, 19 September 2021 at 05:00 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 : GraphServerTwitterSearch
Graph Term : Reproductive health
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:
[120] https://actionnetwork.org/forms/sign-the-petition-reproductive-healthcare-access-is-under-attack-pass-the-womens-health-protection-act-now-to-protect-our-bodies-and-rights?source=twitter&
[78] https://www.openvaers.com/index.php
[66] https://twitter.com/batten_von/status/1425481442390331395
[57] https://biozhena.files.wordpress.com/2020/01/tweetroducing-biozhena-in-8-slides-e19e2on011820.pps
[51] https://biozhena.files.wordpress.com/2019/09/transforming-female-reproductive-health-management-918-1-ed-919-blue11slides-w.yellowref.to20sl.ppsx
[35] https://www.justice.gov/opa/pr/ohio-man-indicted-threatening-local-reproductive-health-services-facility
[35] https://biozhena.files.wordpress.com/2014/10/ovulona-quick-intro-4-slides1.pps
[33] https://trib.al/hj2w5vw
[29] https://biozhena.files.wordpress.com/2020/01/single-slide-composite-4-what-is-follihpg-w.-innerv-and-wealth-of-infocorrel-w.-symptometry-vertical-ee.jpg.pdf
[29] https://biozhena.files.wordpress.com/2019/10/wealth-of-info-elucidation-silent-4-slides-animated-ed.-101519.pdf

Top URLs in Tweet in G1:
[115] https://actionnetwork.org/forms/sign-the-petition-reproductive-healthcare-access-is-under-attack-pass-the-womens-health-protection-act-now-to-protect-our-bodies-and-rights?source=twitter&
[13] https://www.openvaers.com/index.php
[7] https://abcnews.go.com/US/ohio-man-charged-bomb-threat-targeting-reproductive-health/story?id=80084357&utm_source=dlvr.it&utm_medium=twitter
[7] https://abcnews.go.com/US/ohio-man-charged-bomb-threat-targeting-reproductive-health/story?id=80084357
[5] https://www.portlandmercury.com/blogtown/2021/09/15/36305603/in-response-to-texas-abortion-ban-portland-city-council-approves-200000-to-support-reproductive-health-providers
[4] https://www.justice.gov/opa/pr/ohio-man-indicted-threatening-local-reproductive-health-services-facility
[3] https://actionnetwork.org/forms/sign-the-petition-reproductive-healthcare-access-is-under-attack-pass-the-womens-health-protection-act-now-to-protect-our-bodies-and-rights?source=direct_link&referrer=group-the-nation-magazine
[3] https://www.nhpr.org/nh-news/2021-09-14/family-planning-contracts-executive-council-vote-republicans-controlling-outcome
[3] https://twitter.com/telegraph/status/1438781195807084546
[3] https://twitter.com/SophieRunning/status/1438943736659128329

Top URLs in Tweet in G2:
[4] https://newhampshirebulletin.com/2021/09/15/republican-councilors-vote-down-contracts-for-three-reproductive-health-centers/
[4] https://nhwomensfoundation.org/2021/09/17/announcing-immediate-grant-funding-to-defunded-reproductive-and-sexual-health-care-providers/
[3] https://twitter.com/cindewarmington/status/1438173223783440389
[3] https://twitter.com/ppnhaf/status/1438170413226463241
[3] https://www.nhpr.org/nh-news/2021-09-14/family-planning-contracts-executive-council-vote-republicans-controlling-outcome
[2] https://twitter.com/PPNHAF/status/1438170413226463241
[2] https://www.weareplannedparenthoodaction.org/a/hold-governor-sununu-accountable-his-budget
[2] https://newhampshirebulletin.com/2021/09/15/as-executive-council-meets-affordable-reproductive-health-care-hangs-in-the-balance/
[2] https://twitter.com/WMUR9/status/1438162565520048133
[1] https://www.concordmonitor.com/My-Turn-Access-to-reproductive-care-42450124?utm_source=HeadlineAlerts&utm_medium=DailyNewsletter&utm_campaign=HeadlineAlerts

Top URLs in Tweet in G3:
[1] https://www.reproductiveaccess.org/
[1] https://network.reproductiveaccess.org/events/21-09-23-national-gathering-telemedicine/
[1] https://twitter.com/AngryBlackLady/status/1437496734133850119
[1] https://www.oregonlive.com/news/2021/09/portland-scraps-planned-boycott-over-texas-abortion-law-seeks-instead-to-give-cash-to-reproductive-health-groups.html

Top URLs in Tweet in G5:
[26] https://www.justice.gov/opa/pr/ohio-man-indicted-threatening-local-reproductive-health-services-facility
[2] https://act.prochoiceamerica.org/a/cosponsor-whpa-2021/?ms=social_WHPA_advo_20210826TW
[1] https://thehill.com/homenews/administration/572795-biden-administration-announces-federal-support-for-patients-abortion
[1] https://www.usatoday.com/story/news/politics/2021/09/15/doj-seeks-emergency-order-block-texas-abortion-ban-enforcement/8345608002/
[1] https://act.womensmarch.com/signup/wm-digital-defenders-training_sept2021?source=ig-20210916
[1] https://twitter.com/indivisiblechi/status/1439287320549773313
[1] https://act.prochoiceamerica.org/a/rsvp_20210914whywhpawhynow-fb?ms=social_whpa_evt_20210910toolkit
[1] https://www.nbcnews.com/health/womens-health/how-texas-abortion-law-undermining-native-american-women-s-reproductive-n1278494
[1] https://www.aclu-il.org/en/campaigns/illinois-reproductive-health-act-faq
[1] https://trib.al/7BxlONs

Top URLs in Tweet in G6:
[1] https://twitter.com/almericson/status/1439256897043959810
[1] https://play.google.com/store/apps/details?id=org.sautiplus&hl=en_US&gl=US
[1] https://apps.apple.com/ug/app/sautiplus/id1481172310
[1] https://twitter.com/MRendez89/status/1438094997799178244

Top URLs in Tweet in G7:
[2] https://twitter.com/brandonrichards/status/1438143853266079750
[1] https://www.latimes.com/california/story/2021-08-05/newsom-criticizes-recall-candidate-larry-elder-to-volunteers
[1] https://www.sacbee.com/news/politics-government/capitol-alert/article253987093.html
[1] https://www.plannedparenthoodaction.org/planned-parenthood-affiliates-california/media/planned-parenthood-affiliates-california-statement-resounding-de
[1] https://twitter.com/BrandonRichards/status/1433538981665386497?s=20
[1] https://twitter.com/american_bridge/status/1438874638478675970
[1] https://fox40.com/news/california-connection/planned-parenthood-ceo-explains-why-pro-choice-groups-are-against-newsom-recall/?utm_campaign=socialflow&utm_medium=referral&utm_source=t.co
[1] https://amp.sacbee.com/news/politics-government/capitol-alert/article254244458.html?__twitter_impression=true
[1] https://fox40.com/news/political-connection/planned-parenthood-pro-choice-advocates-show-support-for-newsom/
[1] https://www.cnn.com/2021/08/26/politics/california-recall-gavin-newsom-larry-elder-women/index.html

Top URLs in Tweet in G8:
[66] https://twitter.com/batten_von/status/1425481442390331395
[2] https://www.resiliencefundforwomen.org/apply
[1] https://www.unfpa.org/tigray-women-and-girls-bear-significant-costs-ethiopian-conflict
[1] https://bit.ly/2Xmy0h
[1] https://www.buddhistdoor.net/news/buddhist-monks-in-bhutan-join-movement-to-raise-awareness-of-sexual-health-and-rights
[1] https://www.unfpa.org/news/five-ways-climate-change-hurts-women-and-girls
[1] https://www.un.org/en/chronicle/article/sexual-and-reproductive-health-and-rights-cornerstone-sustainable-development
[1] https://bit.ly/2Xmy0
[1] https://bit.ly/2Xmy0hF2Xmy0hF

Top URLs in Tweet in G9:
[3] https://wgntv.com/news/gov-pritzker-vows-to-protect-abortion-rights-in-illinois/
[1] https://twitter.com/profmmurray/status/1439226459709714434
[1] https://www.pbs.org/newshour/health/how-anti-vaccine-scare-tactics-exploit-our-fertility-anxieties
[1] https://twitter.com/thedemcoalition/status/1438525600365522944
[1] https://www.stltoday.com/opinion/columnists/alegria-and-rhodes-the-word-is-abortion-say-it-talk-about-it-protect-access-to/article_59e3c0de-a120-5c68-a7db-da9328e8a850.html
[1] https://wgntv.com/news/pritzker-illinois-dems-urging-congress-to-protect-reproductive-health/
[1] https://www.yesmagazine.org/health-happiness/2021/09/15/abortion-support-people-equity
[1] https://twitter.com/i/broadcasts/1jMJgpRDbvYxL
[1] https://twitter.com/GovPritzker/status/1438947374441791488

Top URLs in Tweet in G10:
[2] https://twitter.com/MinnesotaDFL/status/1438209332034875403
[1] https://twitter.com/minnesotadfl/status/1438209332034875403
[1] https://www.plannedparenthoodaction.org/planned-parenthood-minnesota-advocate/blog/why-congress-must-pass-the-womens-health-protection-act-to-uphold-reproductive-freedom
[1] https://twitter.com/laurenboebert/status/1438134322737913858
[1] https://drawdown.org/news/insights/essential-tips-for-talking-about-project-drawdowns-health-and-education-solution

Top Domains
Top Domains in Tweet in Entire Graph:
[307] twitter.com
[284] wordpress.com
[142] actionnetwork.org
[86] openvaers.com
[47] trib.al
[42] justice.gov
[24] portlandmercury.com
[22] moveon.org
[19] go.com
[16] youtube.com

Top Domains in Tweet in G1:
[133] actionnetwork.org
[89] twitter.com
[14] go.com
[13] openvaers.com
[7] google.com
[6] justice.gov
[5] portlandmercury.com
[3] nbcnews.com
[3] eventbrite.com
[3] nhpr.org

Top Domains in Tweet in G2:
[24] twitter.com
[7] newhampshirebulletin.com
[4] nhwomensfoundation.org
[3] nhpr.org
[2] concordmonitor.com
[2] weareplannedparenthoodaction.org
[1] patch.com
[1] apnews.com
[1] house.gov
[1] cnn.com

Top Domains in Tweet in G3:
[2] reproductiveaccess.org
[1] twitter.com
[1] oregonlive.com

Top Domains in Tweet in G5:
[26] justice.gov
[3] prochoiceamerica.org
[2] trib.al
[1] thehill.com
[1] usatoday.com
[1] womensmarch.com
[1] twitter.com
[1] nbcnews.com
[1] aclu-il.org
[1] nationalpartnership.org

Top Domains in Tweet in G6:
[2] twitter.com
[1] google.com
[1] apple.com

Top Domains in Tweet in G7:
[11] twitter.com
[2] sacbee.com
[2] fox40.com
[1] latimes.com
[1] plannedparenthoodaction.org
[1] cnn.com
[1] bluevirginia.us
[1] speaker.gov

Top Domains in Tweet in G8:
[66] twitter.com
[3] bit.ly
[2] unfpa.org
[2] resiliencefundforwomen.org
[1] buddhistdoor.net
[1] un.org

Top Domains in Tweet in G9:
[4] twitter.com
[4] wgntv.com
[1] pbs.org
[1] stltoday.com
[1] yesmagazine.org

Top Domains in Tweet in G10:
[4] twitter.com
[1] plannedparenthoodaction.org
[1] drawdown.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[398] reproductive
[392] sexual
[112] nh
[96] sb8
[73] tigrayan
[73] justice4tigrayswomenandgirls
[56] srhr
[51] kamyabjawan
[49] nhpolitics
[40] obgyn



Top Hashtags in Tweet in G1:
[5] news
[4] health
[3] orpol
[3] plannedparenthood
[3] nhpolitics
[3] tanka
[3] jtanka
[3] liar
[2] sb8
[2] womensrights

Top Hashtags in Tweet in G2:
[108] nh
[43] nhpolitics
[12] lgbtq
[12] granitestaters
[3] standwithpp
[2] plannedparenthoodnh
[1] protectourcare
[1] trumpism
[1] sunusnafu
[1] texas

Top Hashtags in Tweet in G3:
[371] sexual
[371] reproductive
[2] medtwitter
[1] fmrevolution
[1] match2022
[1] comprehensivesexeducation
[1] abortion
[1] contraception
[1] miscarriage

Top Hashtags in Tweet in G5:
[65] sb8
[5] bansoffourbodies
[4] ilhandmaids
[3] passwhpa
[1] buildbackbetter
[1] defendabortion
[1] rememberrbg
[1] johnlewisvotingrightsact
[1] blackwomentakeaction
[1] whpa

Top Hashtags in Tweet in G6:
[10] zambia
[9] enhancing
[9] adolescent
[9] sexual
[9] reproductive
[9] health
[9] rights
[8] 2gether4srhr
[7] togdheer
[4] bonganaauntyjane

Top Hashtags in Tweet in G7:
[3] abortionishealthcare
[3] abortionisessential
[2] ab1356
[1] bansoffourbodies
[1] nh
[1] vagov
[1] electdemgovs
[1] caleg
[1] life
[1] jesus

Top Hashtags in Tweet in G8:
[73] tigrayan
[73] justice4tigrayswomenandgirls
[36] ethiopia
[1] tigray
[1] amhara
[1] afar
[1] momentintime

Top Hashtags in Tweet in G9:
[18] stopthesteal
[18] protectroevwade
[2] sb8
[1] onev1
[1] fresh
[1] demcast
[1] whpa
[1] twill
[1] repealpna
[1] contraceptiveaccess

Top Hashtags in Tweet in G10:
[7] buildbackbetter
[2] sb8
[2] mnleg
[1] womenshealthprotectionact
[1] sexual
[1] reproductive

Top Words
Top Words in Tweet in Entire Graph:
[5180] health
[4818] reproductive
[1295] women
[1246] care
[922] sexual
[911] rights
[758] services
[734] access
[720] abortion
[638] right

Top Words in Tweet in G1:
[643] health
[580] reproductive
[159] access
[148] women's
[133] protect
[131] take
[130] healthcare
[126] act
[125] pass
[123] protection

Top Words in Tweet in G2:
[527] health
[452] reproductive
[280] executive
[230] council
[220] care
[198] family
[196] planning
[176] nh
[158] ppnhaf
[157] vote

Top Words in Tweet in G3:
[383] health
[371] #sexual
[371] #reproductive
[370] oni_blackstock
[370] thinking
[370] main
[370] vax
[370] related
[370] concerns
[370] hearing

Top Words in Tweet in G4:
[253] pls
[253] women
[253] consistently
[253] noisily
[253] sparked
[253] conversation
[253] covishield
[253] menstrual
[253] complications
[253] everyday

Top Words in Tweet in G5:
[170] reproductive
[143] freedom
[99] womensmarch
[68] attack
[65] #sb8
[64] everywhere
[64] minute
[64] effect
[64] lives
[64] danger

Top Words in Tweet in G6:
[149] reproductive
[146] health
[129] sexual
[73] rights
[54] women
[40] girls
[35] information
[34] young
[30] education
[26] adolescents

Top Words in Tweet in G7:
[115] health
[114] reproductive
[109] ppactionca
[96] care
[96] brandonrichards
[82] republican
[82] gavinnewsom
[80] led
[78] governor
[71] recall

Top Words in Tweet in G8:
[261] unfpa
[196] reproductive
[189] services
[187] predicted
[187] 26k
[187] people
[187] age
[187] seek
[187] clinical
[187] management

Top Words in Tweet in G9:
[150] reproductive
[141] health
[123] control
[83] women's
[82] danger
[81] another
[81] attempt
[81] yield
[81] iron
[81] clad

Top Words in Tweet in G10:
[108] make
[104] sure
[82] women
[66] more
[64] expand
[64] health
[63] urgent
[63] siren
[63] majorities
[63] congress

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3515] reproductive,health
[922] health,care
[764] sexual,reproductive
[389] #sexual,#reproductive
[383] #reproductive,health
[379] thinking,main
[379] main,vax
[379] vax,related
[379] related,concerns
[379] concerns,hearing

Top Word Pairs in Tweet in G1:
[372] reproductive,health
[129] women's,health
[122] health,protection
[122] protection,act
[121] reproductive,healthcare
[120] pass,women's
[118] sign,petition
[118] protect,reproductive
[118] healthcare,access
[116] take,action

Top Word Pairs in Tweet in G2:
[350] reproductive,health
[227] executive,council
[196] family,planning
[159] health,care
[113] planning,program
[109] defund,reproductive
[109] health,providers
[96] council,voted
[95] voted,defund
[90] breaking,#nh's

Top Word Pairs in Tweet in G3:
[371] #sexual,#reproductive
[371] #reproductive,health
[370] thinking,main
[370] main,vax
[370] vax,related
[370] related,concerns
[370] concerns,hearing
[370] hearing,around
[370] around,#sexual
[369] oni_blackstock,thinking

Top Word Pairs in Tweet in G4:
[253] pls,women
[253] women,consistently
[253] consistently,noisily
[253] noisily,sparked
[253] sparked,conversation
[253] conversation,covishield
[253] covishield,menstrual
[253] menstrual,complications
[253] complications,everyday
[252] di_shawarma,pls

Top Word Pairs in Tweet in G5:
[122] reproductive,freedom
[64] #sb8,attack
[64] attack,reproductive
[64] freedom,everywhere
[64] everywhere,minute
[64] minute,effect
[64] effect,lives
[64] lives,danger
[63] womensmarch,#sb8
[39] reproductive,health

Top Word Pairs in Tweet in G6:
[120] reproductive,health
[106] sexual,reproductive
[70] health,rights
[22] women,girls
[19] empowering,women
[19] girls,requires
[19] requires,expanding
[19] expanding,choices
[19] choices,accessing
[19] accessing,sexual

Top Word Pairs in Tweet in G7:
[80] health,care
[80] republican,led
[69] governor,gavinnewsom
[65] reproductive,health
[65] here's,quick
[65] quick,look
[65] look,role
[65] role,ppactionca
[65] ppactionca,played
[65] played,republican

Top Word Pairs in Tweet in G8:
[187] unfpa,predicted
[187] predicted,26k
[187] 26k,people
[187] people,reproductive
[187] reproductive,age
[187] age,seek
[187] seek,clinical
[187] clinical,management
[187] management,rape
[187] rape,services

Top Word Pairs in Tweet in G9:
[138] reproductive,health
[83] women's,reproductive
[81] another,attempt
[81] attempt,yield
[81] yield,iron
[81] iron,clad
[81] clad,fascist
[81] fascist,control
[81] control,over
[81] over,women's

Top Word Pairs in Tweet in G10:
[103] make,sure
[63] more,urgent
[63] urgent,siren
[63] siren,make
[63] sure,expand
[63] expand,majorities
[63] majorities,congress
[63] congress,2022
[63] 2022,haven't
[63] haven't,seen

Top Replied-To
Top Replied-To in Entire Graph:
@nickiminaj
@govchrissununu
@laurenboebert
@potus
@marawilson
@virginia_house
@nbcnews
@tedwheeler
@cindewarmington
@murrhauser

Top Replied-To in G2:
@govchrissununu
@cindewarmington
@josiepinto
@senatorshaheen
@granitememo
@nhtodayshow
@eacanada
@annmarietimmins
@beckywhitleynh
@nhdems

Top Replied-To in G3:
@tedwheeler
@oni_blackstock

Top Replied-To in G5:
@kammansamantha

Top Replied-To in G6:
@_itaeli
@kelinkenya
@yadvocates_hub

Top Replied-To in G7:
@debramessing

Top Replied-To in G8:
@buddhistdoor

Top Replied-To in G9:
@garossino
@newshour
@michelemunz
@jbpritzker

Top Replied-To in G10:
@ltgovflanagan
@melisafranzen
@esqbig

Top Mentioned
Top Mentioned in Entire Graph:
@oni_blackstock
@di_shawarma
@unfpa
@ppnhaf
@luluwendaba
@womensmarch
@ppactionca
@apple
@juddlegum
@johnson_carrie

Top Mentioned in G1:
@barband49536936
@speaglepam
@chgz227
@suhm_ting_wong
@kyleroku
@martinchautari
@stigmabase
@stillwaters1029

Top Mentioned in G2:
@ppnhaf
@govchrissununu
@cindewarmington
@leahcohen603
@maggie_hassan
@senatorhassan
@603forward
@ppnnehealth
@joycecraignh
@nhdems

Top Mentioned in G3:
@oni_blackstock
@rewirenewsgroup
@tedwheeler
@teamraccoonpdx
@rhap1
@pagingdrjett
@sundene

Top Mentioned in G4:
@di_shawarma

Top Mentioned in G5:
@womensmarch
@naral
@civilrights
@jaquiealgee
@womensmarchchi
@nightline
@thejusticedept
@mikesimmonschi
@indivisiblechi
@womensmarchil

Top Mentioned in G6:
@unfpaken
@jayash256
@reachahand
@kelinkenya
@amrowbe
@mairadileiman
@uwonet
@sida
@maita_shelmith
@_itaeli

Top Mentioned in G7:
@ppactionca
@brandonrichards
@gavinnewsom
@speakerpelosi
@markherringva
@maura_healey
@aarondfordnv
@senschumer
@democraticags
@terrymcauliffe

Top Mentioned in G8:
@unfpa
@chriscoons
@senateforeign
@elelta5
@mqinai_7
@habengedenana
@yitbarek22
@galtekian
@senaitt21
@frewyenik

Top Mentioned in G9:
@rcp_1964
@gregnus_2021
@govpritzker
@newshour
@badrobotlinda
@frazzling
@gadflyquebec
@garossino
@womensmarch
@stltoday

Top Mentioned in G10:
@tinasmithmn
@angiecraigmn
@melisafranzen
@waysmeanscmte
@replloyddoggett
@ppmn
@abettermn
@repmikequigley
@repanniekuster
@ltgovflanagan

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@jornalistavitor
@oldlady12345
@filafresh
@rashidaldosari
@berkleybearnews
@bella623
@pairsonnalitesa
@tinamarie_80s
@sahelhkj

Top Tweeters in G1:
@berkleybearnews
@pairsonnalitesa
@crweworld
@mobiquotes
@prpnews
@minelka_xo
@stigmabase
@chronlaw
@jmhamiltonblog
@reevynap

Top Tweeters in G2:
@oldlady12345
@vedehimajumdar
@areck0001
@knight201701
@all100senators
@4evrmomof4
@stlhd100
@odoylecharlotte
@ballerinax
@enidlogan

Top Tweeters in G3:
@yayayarndiva
@cheryl_marlin
@cece_23spalding
@lltwing
@cynicalvision50
@laurahennesse11
@pearlfectchassi
@kompahontas
@madamend
@terrilltf

Top Tweeters in G4:
@nikhil_p_b
@dilawartalkies
@vdhiman_89
@jobeegeorgeous
@impressionsas
@anshsharma
@chinmayshrotri
@dillidikudii
@saileenas
@gauravsaha

Top Tweeters in G5:
@pgrandee10
@skepmi
@msochubbard
@reggiebub
@nakesha_horsey
@pecunium
@charlotteonder1
@wendyverran
@tenej_jen
@sassyneveragain

Top Tweeters in G6:
@njokingumi
@ellybanyambala
@gad_rogers
@josh_mirondo
@lebeoana_k
@bugembenelson
@maxivanke
@thwithakazi
@abukaalfred
@sinkmaud

Top Tweeters in G7:
@solutioneer72
@7b73f39b85e1415
@lizditz
@reagancbrown
@trumpwatchnews
@digyoursoul
@dollymad1812
@stunnedvoter
@demfromct
@lulu82824

Top Tweeters in G8:
@sahelhkj
@beka94745808
@hanaaraya11
@destahagos16
@letebrhangebre1
@kasiitamark
@un
@mussietesfaye4
@peacefromchrist
@unfoundation

Top Tweeters in G9:
@rosenchild
@frazzling
@melissajpeltier
@arriadna
@purrmonsta
@gadflyquebec
@toniragusa
@watchyourrepssc
@ferrariera
@siadasha

Top Tweeters in G10:
@n7irl
@all435reps
@whirledcitizen_
@sunnyblondie
@agitatorsneeded
@egeogh
@bdbgoldens3
@zidanesboots
@harperitebgone
@ccaspen