doula, Twitter, 4/16/2019 7:10:53 PM, 193902


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doula_2019-04-16_10-21-51.xlsx
doula_2019-04-16_10-21-51.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 16, 2019
Short Description:
doula via NodeXL http://bit.ly/2KJLkWy
@anna_eol_doula
@chris_doula
@kathevans2
@doula_lisa
@lucyalexandria
@blkmamasmatter
@lifedeathwhat
@katybkoz
@rchtpallandeol
@rchtwecare

Top hashtags:
#doula
#fivethings
#birth
#blackmaternalhealthweek
#bmhw19
#pregnancy

Description:
Description
The graph represents a network of 4,729 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 Tuesday, 16 April 2019 at 17:23 UTC.

The requested start date was Sunday, 14 April 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 10-day, 22-hour, 25-minute period from Wednesday, 03 April 2019 at 01:32 UTC to Saturday, 13 April 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 : 4729
Unique Edges : 5822
Edges With Duplicates : 4790
Total Edges : 10612
Number of Edge Types : 3
Mentions : 7101
Tweet : 2515
Replies to : 996
Self-Loops : 2515
Reciprocated Vertex Pair Ratio : 0.0603723904457401
Reciprocated Edge Ratio : 0.113870166725789
Connected Components : 1176
Single-Vertex Connected Components : 696
Maximum Vertices in a Connected Component : 728
Maximum Edges in a Connected Component : 3421
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 3.749929
Graph Density : 0.000252161215726559
Modularity : 0.539862
NodeXL Version : 1.0.1.410

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[35] https://DoulasofTroy.as.me/
[28] https://www.cbc.ca/news/canada/nova-scotia/mi-kmaq-child-development-centre-doula-training-indigenous-women-certification-1.5083389?cmp=rss
[26] https://www.cbc.ca/news/canada/nova-scotia/mi-kmaq-child-development-centre-doula-training-indigenous-women-certification-1.5083389
[20] https://elpais.com/elpais/2019/04/05/buenavida/1554458060_498197.html#?ref=rss&format=simple&link=link
[18] https://www.doulasoftroy.com/
[18] https://www.independent.co.uk/life-style/women/royal-baby-doula-birth-pregnancy-labour-meghan-markle-a8850736.html
[18] https://www.amazon.com/Birth-Ambassadors-Re-Emergence-Woman-Supported-America/dp/1939807069
[13] http://xonecole.com/how-erykah-badu-became-a-doula-now-helps-hospice-patients-have-the-last-laugh/
[12] https://hub.jhu.edu/2019/04/09/doula-birth-companions-pregnancy-labor/
[12] https://www.cbc.ca/news/canada/nova-scotia/mi-kmaq-child-development-centre-doula-training-indigenous-women-certification-1.5083389?__vfz=medium%3Dsharebar

Top URLs in Tweet in G1:
[35] https://DoulasofTroy.as.me/
[19] https://elpais.com/elpais/2019/04/05/buenavida/1554458060_498197.html#?ref=rss&format=simple&link=link
[18] https://www.amazon.com/Birth-Ambassadors-Re-Emergence-Woman-Supported-America/dp/1939807069
[18] https://www.doulasoftroy.com/
[17] https://www.cbc.ca/news/canada/nova-scotia/mi-kmaq-child-development-centre-doula-training-indigenous-women-certification-1.5083389
[11] http://www.twittascope.com/?sign=7
[8] https://www.independent.co.uk/life-style/women/royal-baby-doula-birth-pregnancy-labour-meghan-markle-a8850736.html
[7] https://www.cbc.ca/news/canada/nova-scotia/mi-kmaq-child-development-centre-doula-training-indigenous-women-certification-1.5083389?__vfz=medium%3Dsharebar
[7] https://www.youtube.com/watch?v=nggENLhUnfw&feature=youtu.be

[7] http://blacktradelines.com

Top URLs in Tweet in G2:
[4] https://twitter.com/ivan/status/1115312584633278465
[4] https://twitter.com/jairbolsonaro/status/1116328402133422080
[3] https://blogdosakamoto.blogosfera.uol.com.br/2019/04/12/perdao-bilionario-a-fazendeiros-desmoralizaria-reforma-da-previdencia/
[3] https://twitter.com/folha/status/1116759395193499648
[2] https://oglobo.globo.com/sociedade/noruega-se-recusa-perfurar-poco-bilionario-de-petroleo-em-prol-do-meio-ambiente-23587701?utm_source=Facebook&utm_medium=Social&utm_campaign=O%20Globo&fbclid=IwAR1zb4mdBDCr8QiCxYn97XVfesiKvij_rn45Mto3N0qSAZW6DW7REUMYi64
[2] https://twitter.com/leandrofortes/status/1114138050072862721
[2] https://jornalistaslivres.org/eu-festejo-a-condenacao-de-danilo-gentili-por-lola-aronovich/
[2] http://universa.uol.com.br/noticias/redacao/2019/04/02/jovem-acusada-de-racismo-no-rio-de-janeiro-desculpa-para-quem-se-ofendeu.htm?utm_source=twitter&utm_medium=social-media&utm_content=geral&utm_campaign=uol
[2] https://www1.folha.uol.com.br/mundo/2019/04/quero-que-voces-se-explodam-diz-flavio-bolsonaro-sobre-o-hamas.shtml
[2] https://brasil.estadao.com.br/noticias/geral,morre-d-paulo-evaristo-arns-o-homem-que-a-ditadura-nao-silenciou,10000094457

Top URLs in Tweet in G3:
[11] https://www.alliance-scotland.org.uk/blog/case_studies/sometimes-simply-holding-somebodys-hand-and-being-in-the-moment-with-them-is-enough/
[9] https://twitter.com/lifedeathwhat/status/1114812921996042240
[9] https://twitter.com/LifeDeathWhat/status/1115294772070055936
[8] https://twitter.com/llemonaid/status/1112225051053604864
[8] https://www.thetimes.co.uk/article/meet-the-doulas-helping-the-terminally-ill-face-death-with-a-smile-07dk3g2h2?shareToken=c50a4b10366c3612a747a562dcbd586a
[7] https://twitter.com/LifeDeathWhat/status/1114812921996042240
[7] https://twitter.com/lifedeathwhat/status/1116934982642163712
[6] https://twitter.com/LifeDeathWhat/status/1116262025104101376
[6] https://twitter.com/LLemonaid/status/1112225051053604864
[6] https://twitter.com/lifedeathwhat/status/1116668694971723779

Top URLs in Tweet in G4:
[11] https://fabnhsstuff.net/fab-stuff/new-midwifery-team-developed-to-improve-continuity-of-carer
[7] https://www.independent.co.uk/life-style/women/royal-baby-doula-birth-pregnancy-labour-meghan-markle-a8850736.html
[4] https://www.bbc.co.uk/news/uk-england-47115305
[3] https://podcasts.apple.com/gb/podcast/the-kings-fund-podcast/id1363947403?i=1000433903115
[2] https://twitter.com/nhsswft/status/1113375200161206272
[2] https://www.coventry.ac.uk/events/2019/co-creation-summit/
[1] https://twitter.com/sagefemmesb/status/1116582145084903424
[1] https://twitter.com/swftmatpship/status/1116466687258312709
[1] https://twitter.com/UHBristolNHS/status/1110151776932646913
[1] https://twitter.com/neilgchurchill/status/1113116420995473409

Top URLs in Tweet in G5:
[5] https://twitter.com/markmobility/status/1114287002348863488
[3] https://www.washingtonpost.com/opinions/2019/04/03/press-needs-stop-giving-sanders-free-ride/?tid=ss_tw&utm_term=.3e0327182279
[3] http://nymag.com/intelligencer/2019/03/new-yorks-medicaid-reimbursement-plan-for-doulas.html
[2] https://thehill.com/homenews/administration/437582-biden-im-not-sorry-for-anything-that-i-have-ever-done
[2] https://www.nytimes.com/2019/04/10/science/black-hole-picture.html
[2] https://twitter.com/bopinion/status/1114517349233844226
[2] https://nbcnews.trib.al/Upv6Fwa
[2] https://www.theunion.com/news/local-news/nevada-county-woman-says-joe-biden-inappropriately-touched-her-while-working-in-his-u-s-senate-office/
[2] https://www.huffpost.com/entry/dhs-violent-extremism-katie-gorka-life-after-hate-mpac-antifa_n_5ca787d7e4b0a00f6d3f2e73?xs
[2] https://twitter.com/realdonaldtrump/status/1114221533461790721

Top URLs in Tweet in G6:
[9] https://hub.jhu.edu/2019/04/09/doula-birth-companions-pregnancy-labor/
[3] https://www.doulachronicles.com/blog/2017/11/1/top-25-books-every-doula-should-read
[2] https://twitter.com/BlkMamasMatter/status/1116059560828186629
[2] https://healthlaw.org/the-doula-difference-state-and-federal-bills-aim-at-reducing-maternal-health-disparities-through-doula-services/
[1] https://www.familyleague.org/wp-content/uploads/2019/04/Invitation-to-Apply-Doula-Scholars-Program-1.pdf
[1] https://nursing.jhu.edu/excellence/community/birth-companions.html
[1] https://hub.jhu.edu/2019/04/09/doula-birth-companions-pregnancy-labor
[1] https://instagram.com/blackmamasmatter
[1] https://everymothercounts.org/wp-content/uploads/2019/03/Advancing-Birth-Justice-CBD-Models-as-Std-of-Care-3-25-19.pdf
[1] https://www.pressofatlanticcity.com/rac/health/how-doulas-are-helping-mothers-of-color-in-atlantic-city/article_220cdbdd-9761-5b54-a861-26e6e07eb51e.html

Top URLs in Tweet in G7:
[2] https://twitter.com/SR4capitaine/status/1116326985083564033
[1] https://twitter.com/Awaaa_nd/status/1113166900794720256

Top URLs in Tweet in G8:
[5] https://www.dona.org/cesarean-resources-for-doulas-updated-expanded/
[4] http://catalysta.net/the-beautiful-work-challenge/
[2] https://www.vice.com/amp/en_us/article/9kvaz5/racism-is-killing-black-babies-but-this-doula-is-fighting-back?__twitter_impression=true
[2] https://americanpregnancy.org/labor-and-birth/having-a-doula/
[2] https://www.dona.org/the-dona-advantage/advocacy/
[2] https://twitter.com/lamazeadvocates/status/1116790183607750657
[2] https://www.verywellfamily.com/doula-for-cesarean-birth-2759906
[2] https://www.instagram.com/p/Bv_0Cr-gw9U/
[2] https://www.nj.com/opinion/2019/03/new-law-will-give-us-a-tool-to-reduce-risks-improve-the-childbirth-experience-doula-says.html
[1] https://www.marchofdimes.org/materials/Doulas

Top URLs in Tweet in G10:
[2] https://twitter.com/markmobility/status/1114287002348863488
[2] https://twitter.com/LNRotary/status/1112701887114104833
[1] https://www.mdpi.com/2077-1444/5/1/219/htm
[1] https://twitter.com/savannah_jade09/status/1116003786420563969
[1] https://twitter.com/jordylancaster/status/1115966098137133062
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5945806/
[1] https://twitter.com/cw_stylist/status/1112766697948229633
[1] http://www.ihi.org/communities/blogs/behind-the-headlines-about-maternal-mortality?utm_campaign=tw&utm_source=hs_email&utm_medium=email&utm_content=71074103&_hsenc=p2ANqtz-8iIB0PzCTP65EmdI-YiII6fzEMW9NpjpfNiijonp9Lwz-HhZJlHQ2shsCtuIgBegG-VEjKWWUnIpi0xsghyRnZGQ76vg&_hsmi=71074104&fbclid=IwAR3EgFF8tzu5u5zcuUcXfoyRC2JmgN_rhDlF6IVcwXO7VKL9Sj5SL2geH4k#.XKqKOzPKtIQ.twitter
[1] https://www.ajc.com/news/state--regional-govt--politics/georgia-maternal-death-rate-once-ranked-worst-worse-now/qG8xWYMufoW2OEiiZNDRmM/
[1] https://twitter.com/funder/status/1113448301154709505

Top Domains
Top Domains in Tweet in Entire Graph:
[581] twitter.com
[130] facebook.com
[126] inspiredbirthpro.com
[117] instagram.com
[98] com.br
[88] co.uk
[80] cbc.ca
[38] elpais.com
[35] as.me
[22] globo.com

Top Domains in Tweet in G1:
[95] facebook.com
[69] instagram.com
[35] twitter.com
[35] as.me
[34] cbc.ca
[27] elpais.com
[21] co.uk
[18] amazon.com
[18] doulasoftroy.com
[17] ameblo.jp

Top Domains in Tweet in G2:
[219] twitter.com
[90] com.br
[22] globo.com
[11] brasil247.com
[5] org.br
[4] jornalistaslivres.org
[4] bit.ly
[2] aosfatos.org
[2] haaretz.com
[2] theintercept.com

Top Domains in Tweet in G3:
[165] twitter.com
[19] co.uk
[17] lifedeathwhatever.com
[15] org.uk
[8] eol-doula.uk
[7] lifelemonaid.com
[3] theguardian.com
[3] bit.ly
[3] phillyvoice.com
[2] washingtonpost.com

Top Domains in Tweet in G4:
[15] co.uk
[15] twitter.com
[11] fabnhsstuff.net
[3] apple.com
[2] ac.uk
[2] com.au
[1] bmj.com
[1] blogspot.com
[1] youtu.be
[1] eventbrite.com

Top Domains in Tweet in G5:
[59] twitter.com
[12] washingtonpost.com
[8] nytimes.com
[3] trib.al
[3] cnn.com
[3] bit.ly
[3] nymag.com
[2] thehill.com
[2] theunion.com
[2] huffpost.com

Top Domains in Tweet in G6:
[11] jhu.edu
[7] instagram.com
[5] twitter.com
[5] facebook.com
[3] doulachronicles.com
[3] blogtalkradio.com
[2] everymothercounts.org
[2] healthlaw.org
[2] chcf.org
[1] familyleague.org

Top Domains in Tweet in G7:
[3] twitter.com

Top Domains in Tweet in G8:
[10] dona.org
[10] instagram.com
[5] catalysta.net
[4] twitter.com
[3] nj.com
[2] vice.com
[2] americanpregnancy.org
[2] 100percentdoula.com
[2] verywellfamily.com
[1] marchofdimes.org

Top Domains in Tweet in G10:
[9] twitter.com
[1] mdpi.com
[1] nih.gov
[1] ihi.org
[1] ajc.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[494] doula
[235] fivethings
[104] birth
[98] blackmaternalhealthweek
[71] bmhw19
[66] pregnancy
[61] lifedeathwhatever
[40] death
[40] doulas
[38] birthdoula



Top Hashtags in Tweet in G1:
[158] doula
[58] birth
[27] birthdoula
[22] pregnancy
[22] doulalife
[16] ナーシングドゥーラ
[16] troy
[16] troyny
[15] childbirth
[14] pregnancysupport

Top Hashtags in Tweet in G2:
[18] lulalivrequartasdv
[12] lulalivresextasdv
[12] lulalivresabadosdv
[11] lulalivre
[10] 100nada
[7] bolsonaroday
[6] hamasvoteinohaddad
[6] lulalivretercasdv
[5] guedestchutchuca
[5] bolsonaroenvergonhaobrasil

Top Hashtags in Tweet in G3:
[235] fivethings
[61] lifedeathwhatever
[39] death
[31] grief
[15] dying
[14] deathpositive
[9] doula
[8] eolc
[8] eol
[8] love

Top Hashtags in Tweet in G4:
[11] matexp
[9] betterbirths
[7] doulas
[7] nhssafeguarding
[5] babyloss
[4] continuityofcarer
[4] cocreation
[4] coproduction
[4] doula
[3] matvoices

Top Hashtags in Tweet in G5:
[2] brunei
[2] muellerreport
[2] trump
[2] yachtcocaineprostitutes
[2] doula
[2] birthwork
[2] mothers
[1] suspendtrumpsaccount
[1] lssc
[1] releasethefullmuellerreport

Top Hashtags in Tweet in G6:
[80] blackmaternalhealthweek
[62] bmhw19
[29] blackmamasmatter
[25] doula
[19] repost
[18] savingourmamas
[18] tag
[18] share
[10] maternalhealth
[5] baltimore

Top Hashtags in Tweet in G8:
[27] doula
[11] cesarean
[10] cam2019
[8] birth
[7] catalysta
[7] naturalbirth
[7] pregnancy
[6] mother
[5] doulas
[5] csection

Top Hashtags in Tweet in G10:
[2] wearerotary
[1] doula
[1] maternalmortaluty
[1] nembhcon2019

Top Words
Top Words in Tweet in Entire Graph:
[3866] Words in Sentiment List#1: Positive
[2152] Words in Sentiment List#2: Negative
[17] Words in Sentiment List#3: Angry/Violent
[131618] Non-categorized Words
[137637] Total Words
[2364] doula
[754] e
[554] birth
[514] não
[508] s

Top Words in Tweet in G1:
[833] doula
[176] birth
[158] #doula
[79] doulas
[75] #birth
[69] baby
[68] having
[68] up
[67] more
[66] training

Top Words in Tweet in G2:
[653] e
[485] não
[446] é
[358] da
[269] com
[245] bolsonaro
[234] em
[231] os
[206] uma
[204] na

Top Words in Tweet in G3:
[290] lifedeathwhat
[235] #fivethings
[177] death
[157] anna_eol_doula
[150] life
[113] poetic_endings
[100] 1
[98] s
[90] 2
[82] t

Top Words in Tweet in G4:
[85] doula_lisa
[47] kathevans2
[42] dunkleybent
[34] women
[32] natmatvoicesorg
[31] whoseshoes
[30] juliacumberlege
[29] matexpbazaar
[27] marynewburn1
[27] nhsuk

Top Words in Tweet in G5:
[100] s
[94] trump
[63] t
[55] report
[41] mueller
[39] barr
[33] president
[33] people
[28] tax
[27] law

Top Words in Tweet in G6:
[138] doula
[119] blkmamasmatter
[90] official
[89] black
[85] today
[84] page
[80] #blackmaternalhealthweek
[79] s
[77] est
[76] 1

Top Words in Tweet in G7:
[93] même
[91] sr4capitaine
[87] rek
[83] yi
[83] goor
[83] dokhane
[82] di
[82] séne
[81] guel
[81] niaaw

Top Words in Tweet in G8:
[94] doula
[71] day
[71] nj
[70] state
[70] through
[70] medicaid
[70] katybkoz
[68] best
[68] news
[68] passed

Top Words in Tweet in G9:
[5] doula
[4] nickcarlin6
[4] spicypurritos
[4] joeallennewman
[4] puppyluvr312
[4] elianok10
[4] rlamartini
[4] ghostingeek
[4] wanita1
[3] ladyag72

Top Words in Tweet in G10:
[142] black
[51] birth
[49] t
[49] doula
[47] working
[47] project
[47] pregnancy
[47] looking
[47] pregnant
[47] trying

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[137] doula,services
[81] guel,niaaw
[81] niaaw,yi
[81] yi,gnofi
[81] gnofi,eupe
[81] eupe,problème
[81] problème,sétlouléne
[81] sétlouléne,rek
[81] rek,même
[81] même,sou

Top Word Pairs in Tweet in G1:
[58] having,doula
[53] interested,having
[39] meghan,markle
[37] set,up
[37] #doula,#birth
[36] doula,terapeuta
[35] pregnant,interested
[35] doula,set
[35] up,interview
[33] acupuntura,hipnoparto

Top Word Pairs in Tweet in G2:
[51] não,é
[39] danilo,gentili
[37] da,previdência
[32] reforma,da
[32] 80,tiros
[30] é,uma
[28] ministro,da
[26] não,tem
[23] não,pode
[22] e,não

Top Word Pairs in Tweet in G3:
[60] poetic_endings,anna_eol_doula
[52] end,life
[40] five,things
[40] anna_eol_doula,poetic_endings
[38] life,death
[34] lifedeathwhat,#fivethings
[30] don,t
[30] lifedeathwhat,poetic_endings
[30] poetic_endings,wenurses
[30] wenurses,weeolc

Top Word Pairs in Tweet in G4:
[27] matexpbazaar,nhsuk
[27] nhsuk,tommys_baby
[27] tommys_baby,gsttnhs
[27] gsttnhs,uclh
[20] sandsuk,annremmers
[19] large,qual
[19] qual,study
[19] study,swmh_ioppn
[19] swmh_ioppn,diverse
[19] diverse,population

Top Word Pairs in Tweet in G5:
[21] mueller,report
[19] tax,returns
[14] don,t
[13] trump,s
[11] mueller,s
[9] doesn,t
[8] didn,t
[8] puerto,rico
[8] attorney,general
[7] president,s

Top Word Pairs in Tweet in G6:
[76] 1pm,est
[74] s,official
[74] official,today
[74] today,day
[74] day,1
[74] 1,#blackmaternalhealthweek
[74] #blackmaternalhealthweek,head
[74] head,ig
[74] ig,page
[74] page,blackmamasmatter

Top Word Pairs in Tweet in G7:
[81] guel,niaaw
[81] niaaw,yi
[81] yi,gnofi
[81] gnofi,eupe
[81] eupe,problème
[81] problème,sétlouléne
[81] sétlouléne,rek
[81] rek,même
[81] même,sou
[81] sou,goor

Top Word Pairs in Tweet in G8:
[69] through,medicaid
[68] best,news
[68] news,day
[68] day,state
[68] state,nj
[68] nj,passed
[68] passed,legislation
[68] legislation,cover
[68] cover,doula
[68] doula,services

Top Word Pairs in Tweet in G9:
[3] ladyag72,pteet1
[3] pteet1,equalitycouple
[3] equalitycouple,jgillespie67
[3] jgillespie67,nickcarlin6
[3] nickcarlin6,spicypurritos
[3] spicypurritos,talkeetna101
[3] talkeetna101,rosesdaughter61
[3] rosesdaughter61,pihousewife
[3] pihousewife,chattyknana
[3] chattyknana,joeallennewman

Top Word Pairs in Tweet in G10:
[47] black,doula
[47] doula,working
[47] working,project
[47] project,black
[47] black,pregnancy
[47] pregnancy,birth
[47] birth,looking
[47] looking,black
[47] black,pregnant
[47] pregnant,trying

Top Replied-To
Top Replied-To in Entire Graph:
@lifedeathwhat
@chris_doula
@patocorporation
@drlindseyfitz
@fiverr_doula
@nicole_cliffe
@doula_lisa
@blkmamasmatter
@anna_eol_doula
@drkathrynmannix

Top Replied-To in G2:
@chris_doula
@followbrasil5
@jairbolsonaro
@lolaescreva
@zehdeabreu
@pappifigliollo
@hospicio_brasil
@rei_da_selfie
@jovenscronistas
@mais_um_cara

Top Replied-To in G3:
@lifedeathwhat
@drlindseyfitz
@anna_eol_doula
@drkathrynmannix
@emilyjbmckean
@mtkrawczyk_42
@ed_longford
@liz_oriordan
@vinjwoods
@philipraball

Top Replied-To in G4:
@doula_lisa
@josellwright
@wilsoncat
@whoseshoes
@kathevans2
@marynewburn1
@smillichope
@livibutt
@leighakendall
@beautifuldoula

Top Replied-To in G5:
@fiverr_doula
@vicvaiana
@aptaube
@aspertierra
@solano_law
@___gibson
@hombrewrecker
@sportstalkbarry
@laurenunderwood
@ayocaesar

Top Replied-To in G6:
@blkmamasmatter
@bmoreforbabies
@tajmustapha_md
@baystatebirth
@black_midwives

Top Replied-To in G7:
@aminacisse98
@piibouund
@pendatallb
@papoamadou
@mariam_sans_e
@kheuch52
@blackeloo
@ahmadah21
@lomacire

Top Replied-To in G8:
@katybkoz
@annidoula
@katharbourne
@shodin1
@jillgw
@onejoyfulmama

Top Replied-To in G9:
@dsntslp
@s_macca02
@justwinks

Top Replied-To in G10:
@moonchild_doula
@washburnuniv
@carley_chick
@hayesjazmyne
@theamazonites
@rctmcbranchers
@christa0003

Top Mentioned
Top Mentioned in Entire Graph:
@lifedeathwhat
@anna_eol_doula
@blkmamasmatter
@poetic_endings
@sr4capitaine
@darlenemacauley
@doula_lisa
@katybkoz
@drkathrynmannix
@sbearbergman

Top Mentioned in G1:
@doulasoftroy
@blacktradelines
@stopiccnow
@motherlylovexx
@mxsoupbelly
@wahmworkspace
@nicholsonfornj
@javidedomingo

Top Mentioned in G2:
@chris_doula
@jairbolsonaro
@danilogentili
@haddaddebochado
@jovenscronistas
@mariadorosario
@delucca
@zehdeabreu
@depjoaodanielpt
@lucia_isaura

Top Mentioned in G3:
@lifedeathwhat
@anna_eol_doula
@poetic_endings
@drkathrynmannix
@livingwelldying
@dyingmatters
@u_n_s_a_i_d_
@weeolc
@drlindseyfitz
@wenurses

Top Mentioned in G4:
@doula_lisa
@dunkleybent
@kathevans2
@natmatvoicesorg
@juliacumberlege
@matexpbazaar
@whoseshoes
@nhsuk
@tommys_baby
@gsttnhs

Top Mentioned in G5:
@aoc
@realdonaldtrump
@therickwilson
@jrubinblogger
@djrothkopf
@ilhanmn
@rwpusa
@joycewhitevance
@tribelaw
@joebiden

Top Mentioned in G6:
@blkmamasmatter
@ericachidicohen
@shadesofblueprj
@jhunursing
@urhighness_love
@raisecolorado
@everymomcounts
@rwv4healthcare
@bmoreforbabies
@hubjhu

Top Mentioned in G7:
@sr4capitaine
@adjibelle
@mcccisse
@iganagueye
@__keyti
@lomacire

Top Mentioned in G8:
@katybkoz
@donaintl
@birthnbeautiful
@healthystartpgh
@lamazeadvocates
@catalystanet
@blkmamasmatter
@marchformoms
@kkonradlcce

Top Mentioned in G9:
@nickcarlin6
@spicypurritos
@joeallennewman
@puppyluvr312
@elianok10
@rlamartini
@ghostingeek
@wanita1
@ladyag72
@pteet1

Top Mentioned in G10:
@sbearbergman
@kyleemichaud_
@rotaryd6890
@rotary
@gatesfoundation
@iheartmindy
@soozlemcdoozle
@freeyourmindkid
@itme_esor
@theradr

Top Tweeters
Top Tweeters in Entire Graph:
@blacktradelines
@salvadortrish21
@lopezgovlaw
@elizamunoz1956
@marceloacoelho1
@mhellopez19
@independent
@japple003
@zenkmm
@ellina_gen

Top Tweeters in G1:
@blacktradelines
@ecointernetdrgb
@remontkvartir
@noticia_365
@jordipsalvador
@medianieuwtjes
@celebricom
@thefake_mimi
@skeeerra
@mirentxucastro

Top Tweeters in G2:
@marceloacoelho1
@alexsandraponce
@liamabat
@lobaoeletrico
@eduardonino
@stanleyburburin
@uolnoticias
@folha
@zehdeabreu
@jornaloglobo

Top Tweeters in G3:
@angryblacklady
@telegraph
@jmcefalas
@abcdiagnosis
@heather_c_c
@wenurses
@sectioned_
@trisha_the_doc
@debhazeldine
@ianmwelsh

Top Tweeters in G4:
@guardian
@johnwalsh88
@sagefemmesb
@kathevans2
@whoseshoes
@saphnasharonobe
@bbclancashire
@4adsthepoet
@heartmummy
@kennygibsonnhs

Top Tweeters in G5:
@thehill
@slate
@nytimes
@mrdane1982
@therickwilson
@people
@cnn
@cbsnews
@funder
@waltb31

Top Tweeters in G6:
@huffpost
@the3jsmom
@theangryindian
@joshdamage
@dwatchnews
@momsrising
@sassye
@chloepoliticat
@kisstheecake
@instinctnaturel

Top Tweeters in G7:
@lomacire
@oumar_sarr
@renesdiouf
@rapwolof
@lamtoro95
@papoamadou
@__keyti
@piibouund
@sr4capitaine
@michelleoumy

Top Tweeters in G8:
@katrinahagen2
@anntieup
@abigmess
@robinpregnancy
@carriemurph
@hithapalepu
@bbcsheffield
@katsuyamasarah
@lmtdoulasarah
@jessica61620980

Top Tweeters in G9:
@starvinlarry
@pamelakarnbach
@deeenst
@elianok10
@bonniez45
@spicypurritos
@lelenapeacock
@angelsgal02
@ghostingeek
@rosesdaughter61

Top Tweeters in G10:
@freeyourmindkid
@ahhcherontia
@diandramae
@2kllmckngbrd
@theradr
@endeverstar
@darsal
@morebookstofind
@nicocoer
@glitterfemme


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