doula, Twitter, 3/18/2022 1:55:53 PM, 273196


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doula_2022-03-18_06-34-21.xlsx
doula_2022-03-18_06-34-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 18, 2022
Short Description:
doula via NodeXL https://bit.ly/3KYr3qb
@doulaschool
@_gardenoflotus
@bowrettes
@vavava_voom
@its_niasymone
@tayxchung
@dervogel11
@howardtelika
@birthjustice
@yungmedusa

Top hashtags:
#doula
#birth
#doulas
#pregnancy
#childbirth
#postpartum
#birthdoula
#midwife

Description:
Description
The graph represents a network of 4,704 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 Friday, 18 March 2022 at 13:39 UTC.

The requested start date was Friday, 18 March 2022 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 13-day, 23-hour, 46-minute period from Friday, 04 March 2022 at 00:13 UTC to Friday, 18 March 2022 at 00:00 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 : 4704
Unique Edges : 3210
Edges With Duplicates : 4599
Total Edges : 7809
Number of Edge Types : 5
Retweet : 1809
MentionsInRetweet : 2022
Tweet : 2038
Replies to : 1073
Mentions : 867
Self-Loops : 2137
Reciprocated Vertex Pair Ratio : 0.0349162011173184
Reciprocated Edge Ratio : 0.0674763832658569
Connected Components : 1614
Single-Vertex Connected Components : 829
Maximum Vertices in a Connected Component : 390
Maximum Edges in a Connected Component : 828
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.379805
Graph Density : 0.000167473432068979
Modularity : 0.543762
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,704 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 Friday, 18 March 2022 at 13:39 UTC.

The requested start date was Friday, 18 March 2022 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 13-day, 23-hour, 46-minute period from Friday, 04 March 2022 at 00:13 UTC to Friday, 18 March 2022 at 00:00 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 : doula
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:
[51] https://hello-doulaschool-ca.ck.page/6ea6542862
[15] https://www.nytimes.com/2022/03/10/business/pandemic-births-women-doula.html
[14] http://www.twittascope.com/?sign=7
[13] https://khn.org/news/article/california-doula-pay-medicaid-maternal-care/
[13] https://www.brasil247.com/geral/senado-reconhece-profissao-de-doula-texto-segue-para-camara
[9] https://g1.globo.com/politica/noticia/2022/03/16/senado-aprova-projeto-que-regulamenta-a-profissao-de-doula-veja-o-que-diz-o-texto.ghtml?utm_source=twitter&utm_medium=social&utm_campaign=g1
[9] https://www.luchtcabhrach.com/
[8] https://laist.com/news/health/what-do-doulas-do-and-how-can-i-find-one-in-la
[6] https://twitter.com/gilmoresgames/status/1500887429926039554
[6] http://goingwithgrace.com/trainingdetails/

Top URLs in Tweet in G1:
[14] http://www.twittascope.com/?sign=7
[10] https://www.nytimes.com/2022/03/10/business/pandemic-births-women-doula.html
[6] https://twitter.com/gilmoresgames/status/1500887429926039554
[5] https://www.teepublic.com/user/doulaing-the-doula?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[4] https://www.mamasybebes.com/doula-o-partera-que-necesito/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[3] https://twitter.com/bikedebigode/status/1501242449485832202
[3] https://www.nytimes.com/2022/03/10/business/pandemic-births-women-doula.html?partner=IFTTT
[3] https://www.nytimes.com/2022/03/10/business/pandemic-births-women-doula.html?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.nytimes.com/2022/03/10/business/pandemic-births-women-doula.html?smid=tw-share
[3] http://www.doulaworkshop.com/?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com

Top URLs in Tweet in G2:
[51] https://hello-doulaschool-ca.ck.page/6ea6542862
[1] https://app.convertkit.com/users/login
[1] https://doula-school.teachable.com/p/doula-business-school
[1] https://www.doulaschool.ca/scholarship/
[1] https://twitter.com/S4EBGA/status/1501604824994963456
[1] https://4nc.f19.myftpupload.com/product/apr-virtual/
[1] https://healthlaw.org/doulamedicaidproject/#:~:text=Read
[1] the
[1] Report-,Current
[1] State

Top URLs in Tweet in G5:
[2] https://twitter.com/i/spaces/1mrGmaNaZbvGy
[2] https://twitter.com/i/spaces/1MnGnkrlZbyJO
[2] https://twitter.com/i/spaces/1OyKADomoPDxb
[1] https://twitter.com/MLamineH/status/1500816486352539656
[1] https://twitter.com/RaissaKassire/status/1502732141632933894
[1] https://twitter.com/RFIAfrique/status/1504433759218958339
[1] https://twitter.com/i/spaces/1kvJpAdgBaOxE
[1] https://twitter.com/i/spaces/1MYGNnLrOOVGw
[1] https://corespirit.com/landings/for-users?utm_source=dmap
[1] http://www.bom.gov.au/vic/warnings/

Top URLs in Tweet in G6:
[1] https://cash.me/$ilam1
[1] https://twitter.com/bowrettes/status/1499757725118521344

Top URLs in Tweet in G8:
[2] https://www.consalud.es/profesionales/enfermeria/enfermeria-advierte-los-partos-con-doula-y-sin-matrona-una-amenaza-para-embarazadas-y-bebes_58036_102_amp.html
[1] https://twitter.com/PGuillermoSerra/status/1502448582321836033

Top URLs in Tweet in G10:
[2] https://www.eventbrite.com/e/sbjn-birth-justice-doula-training-2022-tickets-277057344977
[1] https://twitter.com/MHLIC_org/status/1501558876969345034
[1] https://twitter.com/i/events/1500900199811538945
[1] https://twitter.com/doulakim/status/1502063889781075994
[1] https://twitter.com/birthjustice/status/1504166921360625665
[1] https://headlines.peta.org/iditarod-race-will-leave-you-outraged/
[1] https://blackmidwivesalliance.org/resources
[1] https://www.youtube.com/watch?v=CAEHaEP-pE0&feature=youtu.be

[1] https://www.nashp.org/virginia-invests-in-doulas-to-improve-maternal-health-outcomes/
[1] http://www.babydove.com/BlackMaternalHealth

Top Domains
Top Domains in Tweet in Entire Graph:
[224] twitter.com
[135] inspiredbirthpro.com
[51] ck.page
[48] com.br
[33] instagram.com
[26] nytimes.com
[21] youtube.com
[15] khn.org
[14] mamahiyo.jp
[14] twittascope.com

Top Domains in Tweet in G1:
[85] twitter.com
[38] com.br
[22] instagram.com
[19] nytimes.com
[14] twittascope.com
[9] youtube.com
[5] teepublic.com
[4] co.uk
[4] doulaworkshop.com
[4] mamasybebes.com

Top Domains in Tweet in G2:
[51] ck.page
[3] twitter.com
[1] convertkit.com
[1] teachable.com
[1] doulaschool.ca
[1] myftpupload.com
[1] healthlaw.org
[1] instagram.com

Top Domains in Tweet in G5:
[11] twitter.com
[1] corespirit.com
[1] gov.au

Top Domains in Tweet in G6:
[1] cash.me
[1] twitter.com

Top Domains in Tweet in G8:
[2] consalud.es
[1] twitter.com

Top Domains in Tweet in G10:
[4] twitter.com
[2] eventbrite.com
[1] peta.org
[1] blackmidwivesalliance.org
[1] youtube.com
[1] nashp.org
[1] babydove.com
[1] dove.com
[1] bit.ly
[1] rewirenewsgroup.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[364] doula
[58] birth
[53] doulas
[52] pregnancy
[33] childbirth
[32] postpartum
[29] birthdoula
[29] midwife
[24] birthsupport
[24] doulaservices



Top Hashtags in Tweet in G1:
[107] doula
[39] birth
[29] pregnancy
[26] doulas
[24] birthdoula
[23] postpartum
[22] childbirth
[21] homebirth
[21] doulaservices
[19] birthsupport

Top Hashtags in Tweet in G2:
[15] doula
[9] midwife
[8] birth
[6] childbirth
[5] pregnancy
[3] postpartum
[2] midwifery
[2] ilovewhatidoula
[2] doulalife
[1] nurse

Top Hashtags in Tweet in G5:
[3] russie
[2] zelensky
[2] ukraine
[2] ghoster
[2] lekiosque225
[2] mufc
[2] muntot
[2] b225
[1] ukrainerussianwar

Top Hashtags in Tweet in G8:
[2] enfermería
[2] embarazadas

Top Hashtags in Tweet in G10:
[4] babydovecare
[3] birthjustice
[2] doula
[2] blackdoulas
[2] southernbirthjustice
[2] becomeadoula
[2] blackmidwives
[1] blackmamas
[1] birthequity
[1] unconditionallovce

Top Words
Top Words in Tweet in Entire Graph:
[3721] doula
[466] birth
[364] #doula
[323] support
[232] help
[228] one
[223] doulas
[215] need
[214] women
[211] more

Top Words in Tweet in G1:
[923] doula
[136] birth
[107] #doula
[64] profissão
[61] more
[58] uma
[56] eu
[53] one
[50] baby
[50] senado

Top Words in Tweet in G2:
[235] doula
[59] program
[53] free
[53] guide
[41] training
[36] process
[32] love
[30] birth
[25] more
[25] doulas

Top Words in Tweet in G3:
[92] doula
[91] thecasualrevolt
[91] nothing
[90] stormy_theboss
[90] hi
[90] absolutely
[90] wrong
[90] singing
[90] way
[90] cope

Top Words in Tweet in G4:
[142] tem
[139] minha
[92] doula
[88] bikedebigode
[75] mari
[71] pra
[67] quando
[66] claro
[66] bebê
[65] você

Top Words in Tweet in G5:
[18] qu
[18] grossesse
[16] ce
[12] vie
[11] ça
[11] rien
[11] c'est
[11] jamais
[11] mars
[10] mais

Top Words in Tweet in G6:
[87] doula
[53] births
[52] name
[52] taylor
[52] currently
[52] trainee
[52] hampton
[52] roads
[52] area
[52] looking

Top Words in Tweet in G7:
[70] doula
[69] _gardenoflotus
[69] training
[68] birthworker
[68] aka
[68] need
[68] help
[68] anything
[68] pre
[68] conception

Top Words in Tweet in G8:
[71] doula
[26] pilotochungo1
[24] partos
[23] never
[23] forget
[23] día
[23] puse
[23] foto
[23] eco
[23] mioma

Top Words in Tweet in G9:
[7] loves_to_doula
[6] nftinsightful
[5] jeremetofficial
[5] thomazzz777
[5] madnessofballs
[5] ____xdc
[5] brakothcambodia
[5] hotbitnewss
[4] captainresolute
[4] sergiocaves7

Top Words in Tweet in G10:
[49] doula
[26] community
[21] black
[15] doulas
[15] fund
[14] services
[14] support
[13] medicaid
[13] health
[12] virginia

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[166] doula,training
[144] death,doula
[122] profissão,doula
[92] nothing,wrong
[91] doula,absolutely
[91] postpartum,doula
[90] stormy_theboss,thecasualrevolt
[90] thecasualrevolt,hi
[90] hi,doula
[90] absolutely,nothing

Top Word Pairs in Tweet in G1:
[54] profissão,doula
[32] death,doula
[32] reconhece,profissão
[31] senado,reconhece
[30] uma,doula
[30] za,duh
[30] duh,ba
[30] ba,doi
[30] doi,bu
[30] bu,doula

Top Word Pairs in Tweet in G2:
[52] program,guide
[49] free,program
[34] doula,training
[20] doula,life
[17] training,process
[13] guide,lots
[13] guide,talks
[13] postpartum,doula
[13] love,doulas
[13] doulas,becoming

Top Word Pairs in Tweet in G3:
[90] stormy_theboss,thecasualrevolt
[90] thecasualrevolt,hi
[90] hi,doula
[90] doula,absolutely
[90] absolutely,nothing
[90] nothing,wrong
[90] wrong,singing
[90] singing,way
[90] way,cope

Top Word Pairs in Tweet in G4:
[74] minha,doula
[73] bikedebigode,mari
[72] mari,tem
[67] pra,quando
[66] claro,pra
[66] quando,bebê
[65] tem,você
[65] você,minha
[65] doula,oi
[65] oi,tem

Top Word Pairs in Tweet in G5:
[10] déni,grossesse
[6] j'ai,peur
[5] fête,mères
[5] mars,fête
[4] tout,ce
[4] fin,masque
[4] enlever,mon
[4] mon,masque
[4] ai,trop
[4] toutes,femmes

Top Word Pairs in Tweet in G6:
[52] name,taylor
[52] taylor,currently
[52] currently,doula
[52] doula,trainee
[52] trainee,hampton
[52] hampton,roads
[52] roads,area
[52] area,looking
[52] looking,births
[52] births,attend

Top Word Pairs in Tweet in G7:
[69] doula,training
[68] birthworker,aka
[68] aka,doula
[68] training,need
[68] need,help
[68] help,anything
[68] anything,pre
[68] pre,conception
[67] _gardenoflotus,birthworker
[67] conception,postpa

Top Word Pairs in Tweet in G8:
[23] never,forget
[23] forget,día
[23] día,puse
[23] puse,foto
[23] foto,eco
[23] eco,mioma
[23] mioma,gigante
[23] gigante,doula
[23] doula,dió
[23] dió,enhorabuena

Top Word Pairs in Tweet in G9:
[6] loves_to_doula,nftinsightful
[5] nftinsightful,jeremetofficial
[5] jeremetofficial,thomazzz777
[5] thomazzz777,madnessofballs
[5] brakothcambodia,hotbitnewss
[5] hotbitnewss,loves_to_doula
[4] madnessofballs,captainresolute
[4] captainresolute,sergiocaves7
[4] sergiocaves7,knottie4knottie
[4] knottie4knottie,juniors94074296

Top Word Pairs in Tweet in G10:
[14] doula,services
[12] virginia,expanded
[12] expanded,coverage
[12] coverage,community
[12] community,doula
[12] services,medicaid
[12] medicaid,beneficiaries
[11] thanks,grant
[11] grant,caring
[11] caring,denver

Top Replied-To
Top Replied-To in Entire Graph:
@doula_shiyya
@puersucette
@dementia_doula
@fati_bint_doula
@samanthakolber
@bikedebigode
@doula_sendai
@doulaschool
@iseerob
@chris_doula

Top Replied-To in G1:

Top Replied-To in G2:
@samanthakolber
@milagracesmom
@doulaschool
@fairyliqhtss
@wattsoflove_
@_xoddamk
@_l0rdhavemercy
@realhotnerdshit
@doefaced
@inlakech114

Top Replied-To in G3:
@thecasualrevolt
@stormy_theboss

Top Replied-To in G4:
@bikedebigode
@lunarices
@magnoliadesmaia
@onivor0
@madsatanicqueen
@effieatla
@biameessias

Top Replied-To in G5:
@fati_bint_doula
@psychology_dq
@douladoula03
@fouzitraore
@sylla_sadikou4
@aissataabocoum1
@syllabdallah
@jess456790
@hassanebore2

Top Replied-To in G6:
@neonig_

Top Replied-To in G7:
@_gardenoflotus
@happyda73091866

Top Replied-To in G8:
@pilotochungo1
@jramonfernandez
@irenekarenina
@cristina_gomi
@ta121618
@criseducasocial

Top Replied-To in G9:
@stephan30588210
@lindalittlealp
@invisiblefriens
@trojanchick99
@yashar
@sofitukker
@imaglnary_ones

Top Replied-To in G10:
@hcsdcyclones
@iamjhud
@annabellisima42
@metacaroliner
@kellyrowland

Top Mentioned
Top Mentioned in Entire Graph:
@thecasualrevolt
@stormy_theboss
@bikedebigode
@darlenemacauley
@_gardenoflotus
@all4choice
@tayxchung
@guuysimoes
@lbismilah
@piibouund

Top Mentioned in G1:
@papeshakour
@thegates0fmel
@aapremlall
@wolfgangbiebel

Top Mentioned in G2:
@raveenthedream
@doulaschool
@s4ebga
@jakewertz
@samanthakolber
@its_niasymone
@arianesconrad
@__welovejordan
@birthymph
@dianacabrices

Top Mentioned in G3:
@thecasualrevolt
@stormy_theboss

Top Mentioned in G4:
@bikedebigode
@magnoliadesmaia
@lunarices
@justboy2305
@___losted
@alecrimbaiano
@effieatla

Top Mentioned in G5:
@dilanyvann
@aidelzack
@psychology_dq
@moussa_drc
@thequoteboook_
@mediavenir
@hassanebore2
@doitsavoir
@wealth_director
@rmamajek

Top Mentioned in G6:
@tayxchung
@bowrettes

Top Mentioned in G7:
@_gardenoflotus
@pattyarquette

Top Mentioned in G8:
@rotoledoc
@pilotochungo1
@madredetragonas
@jramonfernandez
@dectun
@ponendomodus
@cristina_gomi
@consalud_es
@crisvrodri

Top Mentioned in G9:
@loves_to_doula
@nftinsightful
@jeremetofficial
@thomazzz777
@madnessofballs
@____xdc
@brakothcambodia
@hotbitnewss
@captainresolute
@sergiocaves7

Top Mentioned in G10:
@elephant_circle
@birthjustice
@mhlic_org
@kellyrowland
@dove
@dc3_squad
@live_love_lic
@howardtelika
@black_midwives

Top Tweeters
Top Tweeters in Entire Graph:
@dennys_pr
@threadreaderapp
@independent
@ginniasa
@lizditz
@3wombats
@cuchacucha
@guardian
@g1
@nailsncrowns

Top Tweeters in G1:
@adabagcompany
@uol
@hennyonthealtar
@ihatethemedia
@correio_dopovo
@jerusalem_post
@jlitwinetz
@gulf_news
@_nwai
@okedkama

Top Tweeters in G2:
@raveenthedream
@theariesoracle
@itsneneduh
@ijaadee
@nakaylamonet
@fresnashakur
@firstlady_lynn
@youcant4cme
@dimple_chix
@brittfrancisca

Top Tweeters in G3:
@zumikiss
@holy3nityddaeng
@consciousfilth
@retrohtk
@hipst_wolf
@princebeforeson
@0o_zen_o0
@maria86663835
@iam_bnice
@always_khanyisa

Top Tweeters in G4:
@noffstark
@linkedinprosjob
@framehonda
@giveurartbreak
@victorsantoxxs
@catandobads
@math_sz1
@nygmaskrael
@beilaskin
@alecrimbaiano

Top Tweeters in G5:
@mariko_hassanii
@manutd
@cyriacgbogou
@lelerostand
@dilanyvann
@temiszn
@moundicheick
@hassanebore2
@raiphiauren
@rd_booba

Top Tweeters in G6:
@oksomik
@kiafromtexas
@1ittlep1ittle
@haking
@justdatgreat
@_heyytay
@kzoitz
@destinyt444
@_kelliieee
@urmuuva

Top Tweeters in G7:
@graciejazmin
@jusmissk
@kwhitley_
@panda_dadon
@jaquxyzxaixai
@best_counselor
@pattyarquette
@holymeccaa
@majorlifestylee
@batwomanisblack

Top Tweeters in G8:
@cuchacucha
@pili_stage
@zurine3
@consalud_es
@raquelgarciade2
@madredetragonas
@hijodelprofe
@santiagobio
@ballesterada
@pyjamawacket

Top Tweeters in G9:
@yashar
@hulu
@trojanchick99
@tmorello
@febrianamzar
@appletv
@clarissaward
@sofitukker
@nftinsightful
@teddybearaz

Top Tweeters in G10:
@peta
@mentalhealthbo5
@ilissanj
@dove
@ashlee_quick
@mjb_30
@metacaroliner
@jimhalterman
@moriahdelmar
@edcvhf2


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