doula, Twitter, 6/2/2019 8:03:28 PM, 198783


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doula_2019-06-02_10-21-52.xlsx
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@chris_doula
@bbcbrasil
@doula_theou
@doula_lisa
@ibobbyme
@rcobsgyn
@guardian
@nytimes
@br_bial
@

Description:
Description
The graph represents a network of 4,908 Twitter users whose tweets in the requested range contained "doula", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 02 June 2019 at 17:23 UTC.

The requested start date was Sunday, 02 June 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 19-hour, 17-minute period from Sunday, 19 May 2019 at 04:41 UTC to Saturday, 01 June 2019 at 23:58 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 : 4908
Unique Edges : 6613
Edges With Duplicates : 5237
Total Edges : 11850
Number of Edge Types : 3
Mentions : 8271
Replies to : 1138
Tweet : 2441
Self-Loops : 2441
Reciprocated Vertex Pair Ratio : 0.0686371100164204
Reciprocated Edge Ratio : 0.128457283343577
Connected Components : 1496
Single-Vertex Connected Components : 860
Maximum Vertices in a Connected Component : 786
Maximum Edges in a Connected Component : 3928
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 3.482574
Graph Density : 0.000270225875281873
Modularity : 0.533812
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[171] https://www.xonecole.com/how-erykah-badu-became-a-doula-now-helps-hospice-patients-have-the-last-laugh/?utm_campaign=RebelMouse&socialux=facebook&share_id=4635904&utm_medium=social&utm_content=xoNecole.com&utm_source=facebook
[43] https://DoulasofTroy.as.me/
[35] https://www.xonecole.com/how-erykah-badu-became-a-doula-now-helps-hospice-patients-have-the-last-laugh/?share_id=4635904
[24] https://www.abc.net.au/news/2019-05-22/what-it-is-like-to-work-as-an-abortion-doula/11057808
[22] https://www.doulasoftroy.com/
[20] https://www.youtube.com/watch?v=K1rpZBVY-Zw

[17] https://visitor.r20.constantcontact.com/d.jsp?llr=4xaf757ab&p=oi&m=1130612556543&sit=8nxtzznmb&f=596c0396-5e20-4292-bd0a-e2f2d8d7ab20
[16] https://www.xonecole.com/how-erykah-badu-became-a-doula-now-helps-hospice-patients-have-the-last-laugh/
[14] http://www.twittascope.com/?sign=7
[12] https://www.cbc.ca/news/canada/ottawa/ottawa-abortion-doula-collective-launch-1.5153754?cmp=rss

Top URLs in Tweet in G1:
[154] https://www.xonecole.com/how-erykah-badu-became-a-doula-now-helps-hospice-patients-have-the-last-laugh/?utm_campaign=RebelMouse&socialux=facebook&share_id=4635904&utm_medium=social&utm_content=xoNecole.com&utm_source=facebook
[43] https://DoulasofTroy.as.me/
[27] https://www.xonecole.com/how-erykah-badu-became-a-doula-now-helps-hospice-patients-have-the-last-laugh/?share_id=4635904
[22] https://www.doulasoftroy.com/
[14] https://www.xonecole.com/how-erykah-badu-became-a-doula-now-helps-hospice-patients-have-the-last-laugh/
[14] http://www.twittascope.com/?sign=7
[10] |
[7] https://www.facebook.com/heathermayerdoula/
[6] https://zozo.jp/zozoweek/?utm_source=zozoweek201905_twcp&utm_medium=social
[6] https://www.youtube.com/watch?v=nggENLhUnfw&feature=youtu.be


Top URLs in Tweet in G2:
[2] https://sumall.com/thankyou?utm_source=twitter&utm_medium=publishing&utm_campaign=thank_you_tweet&utm_content=text_and_media&utm_term=a5154758d3d3637d6efe4790
[2] https://sumall.com/performancetweet?utm_source=twitter&utm_medium=publishing&utm_campaign=performance_tweet&utm_content=text_and_media&utm_term=a5154758d3d3637d6efe4790
[2] https://epoca.globo.com/familia-bolsonaro-nomeou-13-parentes-nos-gabinetes-do-cla-23666332?utm_source=Twitter&utm_medium=Social&utm_campaign=compartilhar
[2] https://politica.estadao.com.br/noticias/geral,opositores-se-juntam-em-acao-contra-bolsonaro,70002836997?utm_source=twitter:newsfeed&utm_medium=social-organic&utm_campaign=redes-sociais:052019:e&utm_content=:::&utm_term=
[2] https://oglobo.globo.com/rio/witzel-colocou-no-curriculo-doutorado-em-harvard-mas-nunca-estudou-na-universidade-1-23684718
[2] https://g1.globo.com/economia/agronegocios/noticia/2019/05/26/ritmo-de-liberacao-de-agrotoxicos-em-2019-e-o-maior-ja-registrado.ghtml
[2] https://g1.globo.com/pr/parana/noticia/2019/05/27/lava-jato-mpf-diz-que-e-favoravel-a-venda-do-sitio-em-atibaia-apos-pedido-de-fernando-bittar.ghtml
[2] http://amp.brasil247.com/pt/247/sudeste/393794?__twitter_impression=true
[1] https://twitter.com/flanikity/status/1129859184525238274
[1] https://twitter.com/robgordon_sp/status/1128683611232796672

Top URLs in Tweet in G3:
[20] https://www.youtube.com/watch?v=K1rpZBVY-Zw

[3] https://twitter.com/betterbirthlinc/status/1131590733918609409
[2] https://doula.org.uk/research/
[2] https://twitter.com/doula_lisa/status/1131263028480151552
[2] https://twitter.com/nhsdigital/status/1131161551577276416
[1] https://www.bbc.co.uk/programmes/m00058cc
[1] https://www.betterbirth360.com
[1] https://twitter.com/betterbirth360/status/1133274119271641088
[1] https://twitter.com/nurturing_you/status/1131211546057748480
[1] https://birthforhumankind.org/

Top URLs in Tweet in G4:
[3] https://trib.al/WBg72lg
[3] https://www.washingtonpost.com/opinions/2019/05/25/trumps-latest-assault-democracy/
[3] https://www.cdc.gov/vitalsigns/maternal-deaths
[3] http://syriapropagandamedia.org/working-papers/assessment-by-the-engineering-sub-team-of-the-opcw-fact-finding-mission-investigating-the-alleged-chemical-attack-in-douma-in-april-2018
[2] https://twitter.com/yairnetanyahu/status/1130519170012123136
[2] https://www.nytimes.com/2019/05/29/opinion/trump-democrats-impeachment.html
[2] https://twitter.com/justinamash/status/1130533752508157954
[2] https://twitter.com/deadlinewh/status/1130594809620697090
[2] https://twitter.com/jimsciutto/status/1133884355099709442
[2] https://twitter.com/civilrightsorg/status/1131687379713048576

Top URLs in Tweet in G5:
[19] https://www.abc.net.au/news/2019-05-22/what-it-is-like-to-work-as-an-abortion-doula/11057808
[8] https://twitter.com/abcreligion/status/1130989919965458432
[6] http://www.diydoula.org/
[6] https://globalnews.ca/news/5279338/alberta-abortion-doula/
[5] https://twitter.com/MegHowrey/status/1128775659579297792
[4] https://ottawaabortiondoulas.ca
[3] https://ottawaabortiondoulas.ca/
[3] https://twitter.com/fsdcircle/status/1133024965450711041
[2] https://twitter.com/mallorydaley/status/1130930762969243649
[2] https://www.bustle.com/p/abortion-ama-what-is-abortion-doula-17293033

Top URLs in Tweet in G6:
[1] https://trib.al/piN4Ojv
[1] https://trib.al/iSdCr87
[1] https://trib.al/n0UQuhx
[1] https://twitter.com/i/web/status/1134084559467941894
[1] https://twitter.com/i/web/status/1133827870026076160
[1] https://twitter.com/i/web/status/1133945791431827457

Top URLs in Tweet in G7:
[1] https://twitter.com/MaxDal3/status/1134915971905458178
[1] https://epoca.globo.com/guilherme-amado/planalto-gastara-71-milhoes-com-carros-para-familias-bolsonaro-mourao-23689440?utm_source=Twitter&utm_medium=Social&utm_campaign=compartilhar
[1] https://www.diariodocentrodomundo.com.br/essencial/miliciano-preso-no-distrito-federal-por-grilagem-de-terras-e-tio-de-michelle-bolsonaro/

Top URLs in Tweet in G8:
[7] https://metro.co.uk/2019/05/12/my-odd-job-i-help-people-live-a-good-life-up-until-their-last-breath-9494063/?ito=cbshare
[5] https://www.gdep.com.au/blog/death-literacy-intros-pets-and-death
[2] https://twitter.com/cdsleeds/status/1131487316437020673
[2] http://exeterdementia.org.uk
[2] https://www.eastbourneherald.co.uk/news/people/bereavement-support-service-for-grieving-children-launched-at-st-wilfrid-s-hospice-in-eastbourne-1-8931835
[1] https://www.hollysretreat.com/
[1] https://twitter.com/HollysFunerals/status/1131309555638521858
[1] https://twitter.com/HollysFunerals/status/1132382312384126980
[1] https://twitter.com/livingwelldying/status/1133766204387221509
[1] https://twitter.com/GriefDear/status/1131276853354934273

Top URLs in Tweet in G9:
[1] https://www.tsa-algerie.com/direct-un-quinzieme-vendredi-pour-maintenir-la-pression-sur-le-regime/
[1] https://www.tsa-algerie.com/14e-vendredi-repondre-a-lobstination-du-pouvoir/
[1] https://www.youtube.com/watch?v=CBJlD-adbz8&feature=youtu.be


Top URLs in Tweet in G10:
[1] https://www.youtube.com/watch?v=KSq1Z9tQW0Y&feature=youtu.be

[1] https://twitter.com/LAPDHQ/status/1133053891203911680
[1] https://www.thestreet.com/investing/midwest-rain-crush-corn-crop-send-prices-jumping-14972731
[1] https://www.cloverfoodlab.com/2011/02/24/why-dont-you-just-call-it-falafel/

Top Domains
Top Domains in Tweet in Entire Graph:
[341] twitter.com
[232] xonecole.com
[202] instagram.com
[160] inspiredbirthpro.com
[80] facebook.com
[53] youtube.com
[43] as.me
[40] net.au
[23] co.uk
[22] doulasoftroy.com

Top Domains in Tweet in G1:
[204] xonecole.com
[135] instagram.com
[50] facebook.com
[43] as.me
[42] twitter.com
[22] doulasoftroy.com
[16] ameblo.jp
[14] twittascope.com
[13] youtube.com
[12] zozo.jp

Top Domains in Tweet in G2:
[58] twitter.com
[13] globo.com
[13] com.br
[4] youtube.com
[4] sumall.com
[2] brasil247.com
[1] elpais.com
[1] google.com
[1] yahoo.com
[1] youtu.be

Top Domains in Tweet in G3:
[28] twitter.com
[21] youtube.com
[4] org.uk
[2] facebook.com
[1] co.uk
[1] betterbirth360.com
[1] birthforhumankind.org
[1] ac.uk
[1] elsevier.com
[1] com.au

Top Domains in Tweet in G4:
[80] twitter.com
[11] washingtonpost.com
[7] nytimes.com
[3] trib.al
[3] cdc.gov
[3] syriapropagandamedia.org
[2] reuters.com
[2] crooksandliars.com
[2] mediaite.com
[2] newsweek.com

Top Domains in Tweet in G5:
[23] net.au
[22] twitter.com
[7] ottawaabortiondoulas.ca
[6] diydoula.org
[6] globalnews.ca
[3] bustle.com
[1] gofundme.com
[1] fullspectrumdoulacircle.com
[1] apple.com
[1] spreaker.com

Top Domains in Tweet in G6:
[3] trib.al
[3] twitter.com

Top Domains in Tweet in G7:
[1] twitter.com
[1] globo.com
[1] com.br

Top Domains in Tweet in G8:
[17] twitter.com
[12] co.uk
[6] com.au
[3] org.uk
[3] lifedeathwhatever.com
[3] ow.ly
[2] lnkd.in
[1] hollysretreat.com
[1] peacewithinradio.com
[1] londonist.com

Top Domains in Tweet in G9:
[2] tsa-algerie.com
[1] youtube.com

Top Domains in Tweet in G10:
[1] youtube.com
[1] twitter.com
[1] thestreet.com
[1] cloverfoodlab.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[571] doula
[140] birth
[63] pregnancy
[58] childbirth
[53] postpartum
[47] alger
[42] birthdoula
[41] baby
[35] midwife
[33] doulalife



Top Hashtags in Tweet in G1:
[192] doula
[70] birth
[33] birthdoula
[31] pregnancy
[29] doulalife
[26] postpartum
[16] midwife
[16] troy
[16] troyny
[14] pregnancysupport

Top Hashtags in Tweet in G2:
[26] lulalivretercasdv
[25] nordestecancelabolsonaro
[19] bolsonaroenvergonhaobrasil
[15] flaviobolsonaronacadeia
[13] impeachmentbolsonaro
[12] lulalivresegundadsv
[11] 14mdesempregadosdia30
[10] dia30seramaior
[8] desempregadosvamos
[7] lulalivresegundasdv

Top Hashtags in Tweet in G3:
[16] matexp
[14] betterbirths
[10] matvoices
[9] doula
[8] maternitytransformation
[5] birth
[5] bettertogether
[5] mvp
[5] positivebirth
[4] postnatal

Top Hashtags in Tweet in G4:
[6] doula
[4] impeachmentinquirynow
[4] dyk
[3] vitalsigns
[3] podcast
[2] mcconnell
[2] whentheyseeus
[2] thestakes
[2] trumpleberry
[2] ma

Top Hashtags in Tweet in G5:
[10] doula
[8] stopthebans
[8] abortionsolidarity
[8] abortion
[5] thedoulaproject
[5] birthjustice
[2] abortionama
[2] pro
[1] emergencyresponse
[1] moleg

Top Hashtags in Tweet in G6:
[3] rdrj

Top Hashtags in Tweet in G7:
[8] lulalivresabadosdv
[7] 30mfoigigante
[7] rt
[7] sdv
[5] esquerdistasseguemesquerdistas
[3] tsunami30m
[2] dia30vaisermaior
[2] lulalivresegundasdv
[1] dia30seramaior
[1] festivallulalivre

Top Hashtags in Tweet in G8:
[12] fivethings
[5] endoflife
[4] deathliteracy
[4] death
[3] lifedeathwhatever
[3] youmebigc
[3] doula
[2] dementiaactionweek
[2] deathcafe
[2] endwell19

Top Hashtags in Tweet in G9:
[46] alger

Top Words
Top Words in Tweet in Entire Graph:
[3277] Words in Sentiment List#1: Positive
[1709] Words in Sentiment List#2: Negative
[17] Words in Sentiment List#3: Angry/Violent
[117491] Non-categorized Words
[122481] Total Words
[2926] doula
[571] #doula
[456] birth
[419] s
[361] abortion

Top Words in Tweet in G1:
[956] doula
[192] #doula
[151] erykah
[150] birth
[149] badu
[146] babies
[146] over
[137] 40
[118] side
[113] hustle

Top Words in Tweet in G2:
[171] e
[145] não
[115] é
[98] da
[70] em
[58] uma
[54] com
[48] bolsonaro
[46] já
[44] na

Top Words in Tweet in G3:
[77] doula_lisa
[55] maternity
[41] dunkleybent
[32] natmatvoicesorg
[31] voices
[29] mvpcentrallancs
[21] video
[21] partnership
[21] marynewburn1
[20] watched

Top Words in Tweet in G4:
[121] trump
[118] s
[76] mueller
[70] president
[52] t
[40] impeachment
[40] congress
[32] house
[27] american
[27] time

Top Words in Tweet in G5:
[197] abortion
[150] doula
[73] support
[46] collective
[39] proud
[37] local
[37] out
[37] doulas
[35] knoxville
[33] orgs

Top Words in Tweet in G6:
[183] da
[181] doula
[180] segundo
[180] polícia
[180] bangladesh
[180] diretor
[180] siraj
[180] ud
[180] ordenou
[180] assassinato

Top Words in Tweet in G7:
[169] chris_doula
[56] maxdal3
[45] meninagols
[45] followbrasil5
[43] haddaddebochado
[41] profalfredob
[41] depjoaodanielpt
[41] lucia_isaura
[41] delucca
[39] darcblanc

Top Words in Tweet in G8:
[36] death
[30] lizzie_doula
[27] doula
[26] livingwelldying
[20] life
[19] lifedeathwhat
[14] s
[13] end
[12] drkathrynmannix
[12] dying

Top Words in Tweet in G9:
[46] #alger
[46] doula
[40] machi
[37] madania
[37] les
[32] scandent
[27] leilaberatto
[25] et
[22] vendredi
[22] pas

Top Words in Tweet in G10:
[13] fiverr_doula
[9] oh
[7] lol
[6] briebriejoy
[6] anti
[5] mags_mclaugh
[4] daefwane
[4] america
[4] uh
[4] sp0ka

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[194] siraj,ud
[194] ud,doula
[188] nusrat,jahan
[188] jahan,rafi
[186] rafi,19
[183] diretor,siraj
[183] abortion,doula
[182] segundo,polícia
[182] polícia,bangladesh
[182] bangladesh,diretor

Top Word Pairs in Tweet in G1:
[146] erykah,badu
[134] over,40
[133] 40,babies
[113] side,hustle
[112] babies,doula
[111] hustle,erykah
[111] badu,birthed
[111] birthed,over
[71] having,doula
[66] interested,having

Top Word Pairs in Tweet in G2:
[22] aguardo,sdv
[18] seu,voto
[18] tod,s
[18] s,aguardo
[15] não,é
[13] #nordestecancelabolsonaro,#lulalivretercasdv
[13] #bolsonaroenvergonhaobrasil,#flaviobolsonaronacadeia
[12] não,tem
[12] já,sigo
[12] sigo,tod

Top Word Pairs in Tweet in G3:
[31] maternity,voices
[21] voices,partnership
[20] watched,video
[20] video,mvpcentrallancs
[20] mvpcentrallancs,reassuring
[20] reassuring,maternity
[20] partnership,r
[19] dunkleybent,watched
[19] r,wor
[10] doula_lisa,sagefemmesb

Top Word Pairs in Tweet in G4:
[18] mueller,s
[12] impeachment,inquiry
[12] mueller,report
[11] u,s
[11] donald,trump
[10] white,house
[10] doesn,t
[9] mitch,mcconnell
[9] trump,s
[9] robert,mueller

Top Word Pairs in Tweet in G5:
[118] abortion,doula
[45] doula,collective
[34] knoxville,abortion
[29] proud,make
[29] make,graphic
[29] graphic,collaboration
[29] collaboration,small
[29] small,local
[29] local,abortions
[29] abortions,orgs

Top Word Pairs in Tweet in G6:
[180] segundo,polícia
[180] polícia,bangladesh
[180] bangladesh,diretor
[180] diretor,siraj
[180] siraj,ud
[180] ud,doula
[180] doula,ordenou
[180] ordenou,assassinato
[180] assassinato,da
[180] da,aluna

Top Word Pairs in Tweet in G7:
[41] depjoaodanielpt,chris_doula
[41] chris_doula,haddaddebochado
[41] haddaddebochado,lucia_isaura
[39] darcblanc,meninagols
[39] meninagols,neylopesmachado
[39] neylopesmachado,flaviopaduan
[39] flaviopaduan,chris_doula
[39] chris_doula,edusilvafogo
[39] lucia_isaura,delucca
[32] marcelobrito65,marciatiburi

Top Word Pairs in Tweet in G8:
[14] death,doula
[12] end,life
[9] drkathrynmannix,drmarktaubert
[9] life,doula
[7] looking,speak
[7] speak,end
[7] doula,soul
[7] soul,midwife
[7] midwife,based
[7] based,near

Top Word Pairs in Tweet in G9:
[37] doula,madania
[37] madania,machi
[27] leilaberatto,#alger
[23] et,scandent
[21] civil,pas
[16] #alger,plus
[16] plus,monde
[16] monde,semaine
[16] semaine,dernière
[16] dernière,doula

Top Word Pairs in Tweet in G10:
[4] uh,oh
[4] fiverr_doula,briebriejoy
[3] cato_of_utica,columbusea
[2] daefwane,briebriejoy
[2] know,real
[2] real,king
[2] shot,beautiful
[2] beautiful,taught
[2] taught,film
[2] film,studies

Top Replied-To
Top Replied-To in Entire Graph:
@chris_doula
@maxdal3
@doula_lisa
@spflain
@followbrasil5
@lex_lutheran
@revcjackson
@benedictis_ort
@fiverr_doula
@fatbellybella

Top Replied-To in G1:
@bxhealthystart
@aleperz7
@francky_simen

Top Replied-To in G2:
@chris_doula
@pandora_outbox
@followbrasil5
@lufermi
@spflain
@benedictis_ort
@maxdal3
@caixa2e
@hospicio_brasil

Top Replied-To in G3:
@doula_lisa
@marynewburn1
@dunkleybent
@natmatvoicesorg
@sagefemmesb
@terriquigley84
@matvoicesgmec
@karenkennedy23
@mvpcentrallancs
@sunitas2016

Top Replied-To in G4:
@barbmcquade
@joyannreid
@justinamash
@soledadobrien
@asharangappa_
@mck_beth
@rabrowne75
@ewong

Top Replied-To in G5:
@olivia_graciela
@kateharding
@robynsch
@amandapalmer
@sally_malcolm
@hayleyfarless
@abcreligion
@theyearwas1778
@bustle
@abortionrights

Top Replied-To in G6:
@chris_doula

Top Replied-To in G7:
@maxdal3
@followbrasil5
@spflain
@benedictis_ort
@chris_doula
@alexcastro_de
@lizzamari10
@rose23712736
@laraluladasilv1
@esquerdelicia21

Top Replied-To in G8:
@lizzie_doula
@hollysfunerals
@livingwelldying
@annettamallon
@lisafury3
@cathy_paget
@omniphonik
@stritchj
@merrettpenny
@blandsteve

Top Replied-To in G9:
@lisa13079
@tsalgerie

Top Replied-To in G10:
@fiverr_doula
@mags_mclaugh
@daefwane
@colleentie
@ayylmaoism
@vicvaiana
@pikittakbo
@roryschreiber
@jhill1181
@donoteat1

Top Mentioned
Top Mentioned in Entire Graph:
@chris_doula
@bbcbrasil
@darlenemacauley
@doula_lisa
@tvrasche
@rozellahw
@la_luthercostal
@trybaldaughter
@latinlutheran
@bishoperwin

Top Mentioned in G1:
@doulasoftroy
@skinnergj
@blacktradelines
@wahmworkspace
@prunelli
@cammie_nicole
@blueroomstream

Top Mentioned in G2:
@chris_doula
@mmarescast
@guimaraesliih
@freedafahlo
@monicabergamo
@ann_ad_
@escandal_izada
@mamysdopedro
@jojoleite
@alexmo3

Top Mentioned in G3:
@doula_lisa
@dunkleybent
@natmatvoicesorg
@mvpcentrallancs
@marynewburn1
@sagefemmesb
@berksmaternity
@jameslaja1
@kathevans2
@matneoqi

Top Mentioned in G4:
@realdonaldtrump
@tribelaw
@senatemajldr
@malcolmnance
@waltshaub
@speakerpelosi
@nytimes
@kylegriffin1
@cbouzy
@tedlieu

Top Mentioned in G5:
@activistanna42
@h
@thedoulaproject
@abcnews
@dcdoulas
@abortionrights
@fundmsabortions
@sheermean
@bustle
@clpptweets

Top Mentioned in G6:
@bbcbrasil
@dmftradutor

Top Mentioned in G7:
@chris_doula
@meninagols
@haddaddebochado
@profalfredob
@depjoaodanielpt
@lucia_isaura
@delucca
@darcblanc
@neylopesmachado
@flaviopaduan

Top Mentioned in G8:
@lizzie_doula
@livingwelldying
@lifedeathwhat
@drkathrynmannix
@msoperations
@drmarktaubert
@agooddeath
@anna_eol_doula
@metrouk
@annettamallon

Top Mentioned in G9:
@leilaberatto
@tsalgerie
@journalibertedz
@medtaha44527981
@il_yes_

Top Mentioned in G10:
@briebriejoy
@cato_of_utica
@columbusea
@sp0ka
@fiverr_doula
@cabanforqueens
@mags_mclaugh
@daefwane
@eventsbymarva
@thekoq

Top Tweeters
Top Tweeters in Entire Graph:
@blacktradelines
@pandoraskids
@skinnergj
@gottalaff
@jondknight
@schestowitz
@liamabat
@thehill
@shoutout3sub
@guardian

Top Tweeters in G1:
@blacktradelines
@skinnergj
@jondknight
@sawngbyrd28
@noblogs
@msjbe20a
@croakeyblog
@listindiario
@yellasunshine
@n_h_australia

Top Tweeters in G2:
@liamabat
@frulanis
@aldonunes57
@zehdeabreu
@bubuzinha
@estadao
@uol
@gracieusabrito
@marivonelula
@alicebiruta

Top Tweeters in G3:
@jennythem
@sagefemmesb
@kathevans2
@whoseshoes
@borntoosoonkh
@thelovelymaeve
@leighakendall
@bbcasiannetwork
@helengrayibclc
@sally5881

Top Tweeters in G4:
@gottalaff
@thehill
@guardian
@nyt
@nytimes
@therickwilson
@radiofreetom
@rabidbadger
@emptywheel
@cnn

Top Tweeters in G5:
@tchotchkele
@abcnews
@juliesbooks
@hopealdridge
@sds_sunlight
@sincerely_steff
@coimin_t
@lisawinslow
@coldbean
@neilhimself

Top Tweeters in G6:
@transito_rjo
@malungorei
@naoinviabilize
@canteiro_hugo
@lmjmarvel
@bbcbrasil
@sofia_escolha
@drdiswd
@biapigf
@dereiasilva

Top Tweeters in G7:
@descartes_news
@mariluparreiras
@neylopesmachado
@delucca
@celinhocruzeiro
@rsgomes1971
@juassad77
@lufermi
@ardillaslovers
@dawkinsrush

Top Tweeters in G8:
@metrouk
@wenurses
@tenterdentown
@emmadixon_eu
@mikealphaone
@mrefinch
@3seawarrior47
@teaminspire
@hamstermckenzie
@dyingmatters

Top Tweeters in G9:
@bobindavid
@carolinasucre
@tsalgerie
@didoucheb
@maybebym
@kameltbrt
@leilaberatto
@journalibertedz
@neila
@coolandth

Top Tweeters in G10:
@politico
@ag_conservative
@cato_of_utica
@athens_grease
@gabby_hoffman
@karol
@lyndseyfifield
@vicvaiana
@aptaube
@oppo_researcher


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