doula, Twitter, 3/11/2022 4:29:25 PM, 272915


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doula_2022-03-11_06-34-21.xlsx
doula_2022-03-11_06-34-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 11, 2022
Short Description:
doula via NodeXL https://bit.ly/37cLiC0
@colunach
@doulaschool
@howardtelika
@empowerdbkdoula
@familyubuntu
@abrionanicole
@bowrettes
@iamn0tthe1
@birthjustice
@decolaniza

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

Description:
Description
The graph represents a network of 5,058 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, 11 March 2022 at 14:39 UTC.

The requested start date was Friday, 11 March 2022 at 01:01 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, 57-minute period from Friday, 25 February 2022 at 01:03 UTC to Friday, 11 March 2022 at 01:00 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 : 5058
Unique Edges : 2864
Edges With Duplicates : 5671
Total Edges : 8535
Number of Edge Types : 5
Tweet : 1898
Retweet : 2301
MentionsInRetweet : 2455
Replies to : 1071
Mentions : 810
Self-Loops : 1995
Reciprocated Vertex Pair Ratio : 0.0303030303030303
Reciprocated Edge Ratio : 0.0588235294117647
Connected Components : 1547
Single-Vertex Connected Components : 785
Maximum Vertices in a Connected Component : 551
Maximum Edges in a Connected Component : 1100
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.376092
Graph Density : 0.000156851669535895
Modularity : 0.523657
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,058 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, 11 March 2022 at 14:39 UTC.

The requested start date was Friday, 11 March 2022 at 01:01 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, 57-minute period from Friday, 25 February 2022 at 01:03 UTC to Friday, 11 March 2022 at 01:00 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:
[39] https://hello-doulaschool-ca.ck.page/6ea6542862
[14] http://www.twittascope.com/?sign=7
[8] https://www.sandiegouniontribune.com/news/politics/story/2022-02-28/san-diego-county-doula-program
[7] https://video.pbsnc.org/video/preview-maternal-health-disparities-opzqjm/
[6] https://rewirenewsgroup.com/article/2022/02/08/how-a-prison-doula-initiative-is-revolutionizing-pregnancy-care/
[6] https://www.luchtcabhrach.com/
[6] https://cnb.cx/35r3Ddy
[5] https://www.teepublic.com/user/doulaing-the-doula?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[5] http://goingwithgrace.com/trainingdetails/
[5] http://goingwithgrace.com/services/

Top URLs in Tweet in G1:
[14] http://www.twittascope.com/?sign=7
[6] https://www.sandiegouniontribune.com/news/politics/story/2022-02-28/san-diego-county-doula-program
[5] https://www.teepublic.com/user/doulaing-the-doula?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[4] https://parenting.nytimes.com/pregnancy/domino-kirke-doula
[4] https://www.gofundme.com/f/midwife-doula-recovery?utm_campaign=p_lico+share-sheet&utm_medium=copy_link&utm_source=customer
[4] https://www.nytimes.com/2022/03/10/business/pandemic-births-women-doula.html
[3] https://timesofsandiego.com/health/2022/03/01/san-diego-county-supervisors-ok-400k-doula-pilot-program/
[3] https://www.mamasybebes.com/doula-o-partera-que-necesito/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[3] https://twitter.com/gilmoresgames/status/1500887429926039554
[3] https://twitter.com/bikedebigode/status/1501242449485832202

Top URLs in Tweet in G3:
[1] https://twitter.com/californiabarby/status/1500553475343613952
[1] https://twitter.com/glamazonjay/status/1499409348598108165
[1] https://twitter.com/solodeauxleaux/status/1497204651976019969

Top URLs in Tweet in G4:
[3] https://twitter.com/i/spaces/1kvJpAdgBaOxE
[2] https://www.ancient-origins.net/
[2] https://twitter.com/i/spaces/1mrGmaNaZbvGy
[2] https://twitter.com/i/spaces/1MnGnkrlZbyJO
[2] http://www.bom.gov.au/vic/warnings/
[1] https://hbichq.com/
[1] https://www.tarotbysky.com/
[1] https://twitter.com/samandoulougou7/status/1498051378635100164
[1] https://twitter.com/MLamineH/status/1500816486352539656
[1] https://twitter.com/savoirdumonde/status/1497900726743441411

Top URLs in Tweet in G5:
[39] https://hello-doulaschool-ca.ck.page/6ea6542862
[3] https://www.gofundme.com/f/support-amins-doula-dreams?utm_campaign=m_pd+share-sheet&utm_medium=social&utm_source=twitter
[2] https://doula-school.teachable.com/p/doula-business-school
[2] https://gofund.me/a61c66c0
[1] https://bit.ly/3K1XinZ
[1] https://app.convertkit.com/users/login
[1] https://www.doulaschool.ca/scholarship/
[1] https://twitter.com/S4EBGA/status/1501604824994963456
[1] https://4nc.f19.myftpupload.com/product/apr-virtual/
[1] https://twitter.com/milanodirouge/status/1498765162916061189

Top URLs in Tweet in G7:
[3] https://www.eventbrite.com/e/advanced-doula-skills-training-tickets-265241312907
[2] https://www.opensocietyjusticerising.org/awardee/monica-simpson
[1] https://twitter.com/empowerdbkdoula/status/1497744550282080261
[1] https://twitter.com/YouUpYouBlessed/status/1498286905888178180
[1] https://twitter.com/joshmaniii/status/1499179801260744710
[1] https://twitter.com/___inCANdescent/status/1499099737521373186
[1] https://www.sandiegouniontribune.com/news/politics/story/2022-02-28/san-diego-county-doula-program

Top URLs in Tweet in G8:
[1] https://twitter.com/paadoudout/status/1497709624765657092
[1] https://twitter.com/babacarndir9/status/1500981474450935818
[1] https://twitter.com/omgitsfsk/status/1500585431745933326
[1] https://twitter.com/Brahim_7_/status/1500285447397912576

Top URLs in Tweet in G9:
[3] https://www.gofundme.com/f/black-midwives-and-doulas-for-black-families?member=17599243&sharetype=teams&utm_campaign=p_na+share-sheet&utm_medium=social&utm_source=twitter
[1] https://twitter.com/iamn0tthe1/status/1498447142930862080
[1] https://www.gofundme.com/f/black-midwives-and-doulas-for-black-families?member=17599243&sharetype=teams&utm_campaign=p_na+share-sheet&utm_medium=copy_link&utm_source=customer
[1] https://www.gofundme.com/f/black-midwives-and-doulas-for-black-families?utm_campaign=m_pd+share-sheet&utm_medium=social&utm_source=twitter
[1] https://www.gofundme.com/f/black-midwives-and-doulas-for-black-families?member=17599243&sharetype=teams&utm_campaign=p_na+share-sheet&utm_medium=more&utm_source=customer
[1] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fevents%2F351978393488704%2F
[1] https://www.domore24delaware.org/fundraisers/black-mothers-in-power
[1] http://www.blackmotherinsinpower.org

Top URLs in Tweet in G10:
[1] https://twitter.com/al__kaolakhy/status/1501884605443579906

Top Domains
Top Domains in Tweet in Entire Graph:
[197] twitter.com
[140] inspiredbirthpro.com
[43] instagram.com
[39] ck.page
[25] youtube.com
[16] gofundme.com
[14] twittascope.com
[13] nytimes.com
[13] patch.com
[12] facebook.com

Top Domains in Tweet in G1:
[64] twitter.com
[31] instagram.com
[14] twittascope.com
[13] youtube.com
[13] patch.com
[12] nytimes.com
[7] sandiegouniontribune.com
[5] facebook.com
[5] teepublic.com
[4] buff.ly

Top Domains in Tweet in G3:
[3] twitter.com

Top Domains in Tweet in G4:
[11] twitter.com
[2] ancient-origins.net
[2] gov.au
[1] hbichq.com
[1] tarotbysky.com
[1] corespirit.com

Top Domains in Tweet in G5:
[39] ck.page
[4] gofundme.com
[3] twitter.com
[2] teachable.com
[2] gofund.me
[1] bit.ly
[1] convertkit.com
[1] doulaschool.ca
[1] myftpupload.com
[1] instagram.com

Top Domains in Tweet in G7:
[4] twitter.com
[3] eventbrite.com
[2] opensocietyjusticerising.org
[1] sandiegouniontribune.com

Top Domains in Tweet in G8:
[4] twitter.com

Top Domains in Tweet in G9:
[6] gofundme.com
[1] twitter.com
[1] facebook.com
[1] domore24delaware.org
[1] blackmotherinsinpower.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[380] doula
[60] birth
[59] pregnancy
[39] doulas
[33] postpartum
[30] childbirth
[28] birthdoula
[28] midwife
[24] homebirth
[23] doulaservices



Top Hashtags in Tweet in G1:
[103] doula
[38] pregnancy
[34] birth
[21] postpartum
[21] doulas
[21] doulaservices
[19] homebirth
[18] birthdoula
[17] doulasupport
[16] childbirth

Top Hashtags in Tweet in G2:
[1] colunach
[1] diariodopoder

Top Hashtags in Tweet in G4:
[9] minerals
[4] affirmation
[3] russie
[2] witchhazel
[2] saturdaymotivation
[2] sundayvibes
[2] mondaymotivation
[2] tuesdayvibe
[2] thursdayvibes
[2] wednesdaymotivation

Top Hashtags in Tweet in G5:
[13] doula
[7] midwife
[5] birth
[4] childbirth
[3] pregnancy
[2] postpartum
[2] nurse
[2] ilovewhatidoula
[2] doulalife
[1] yoga

Top Hashtags in Tweet in G7:
[3] socialworkmonth
[2] sweetbee
[2] sweetbeedoula
[2] blackmamasmatter
[2] justicerisingawards
[2] cdw22
[1] dmvdoula
[1] baltimoredoula
[1] blackdoula
[1] doulasupport

Top Hashtags in Tweet in G9:
[3] gofundme
[3] doula
[2] support
[2] pregnancy
[2] postpartum
[1] alastraditionaldoula
[1] internationalwomensday
[1] mom
[1] birthingperson
[1] blackmothersinpower

Top Hashtags in Tweet in G10:
[1] smn

Top Words
Top Words in Tweet in Entire Graph:
[3464] doula
[972] ø
[642] mais
[641] uma
[639] ù
[574] os
[556] quase
[556] senado
[555] roda
[553] devagar

Top Words in Tweet in G1:
[867] doula
[144] birth
[103] #doula
[59] ø
[56] more
[55] baby
[49] support
[47] uma
[45] home
[44] services

Top Words in Tweet in G2:
[551] senado
[551] mais
[550] colunach
[550] devagar
[550] quase
[550] parando
[550] presidente
[550] roda
[550] presa
[550] adiou

Top Words in Tweet in G3:
[216] night
[149] doula
[120] remember
[109] woman
[108] help
[108] kids
[107] mad
[107] dare
[106] solodeauxleaux
[36] hour

Top Words in Tweet in G4:
[37] fati_bint_doula
[18] drop
[14] needed
[11] moonomens
[11] c'est
[11] mars
[10] masque
[10] fête
[9] photo
[9] #minerals

Top Words in Tweet in G5:
[203] doula
[43] program
[42] guide
[42] training
[40] free
[28] birth
[26] process
[24] more
[22] iâ
[20] time

Top Words in Tweet in G6:
[139] tem
[135] minha
[89] doula
[85] bikedebigode
[72] mari
[69] pra
[66] quando
[65] claro
[65] bebê
[64] você

Top Words in Tweet in G7:
[94] doula
[28] love
[28] abortion
[25] area
[24] sdurivagej
[24] anyone
[24] nyc
[24] connect
[16] money
[15] empowerdbkdoula

Top Words in Tweet in G8:
[73] doula
[29] mo
[29] sonal
[27] piibouund
[27] voiture
[27] française
[27] geneu
[27] nopale
[27] fouf
[27] bilaye

Top Words in Tweet in G9:
[57] black
[53] doula
[48] iamn0tthe1
[46] birth
[45] ve
[32] care
[28] home
[27] first
[27] go
[26] reached

Top Words in Tweet in G10:
[55] nã
[35] doula
[30] serigne
[26] dara
[26] beuyite
[26] wi
[26] khassida
[26] hidma
[26] touba
[26] bindeko

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[556] mais,uma
[553] devagar,quase
[553] quase,parando
[553] parando,presidente
[553] presidente,roda
[553] roda,presa
[553] presa,senado
[553] senado,adiou
[553] adiou,mais
[553] uma,votaã

Top Word Pairs in Tweet in G1:
[29] za,duh
[29] duh,ba
[29] ba,doi
[29] doi,bu
[29] bu,doula
[25] postpartum,doula
[25] doula,services
[22] birth,doula
[21] maternal,health
[20] death,doula

Top Word Pairs in Tweet in G2:
[550] devagar,quase
[550] quase,parando
[550] parando,presidente
[550] presidente,roda
[550] roda,presa
[550] presa,senado
[550] senado,adiou
[550] adiou,mais
[550] mais,uma
[550] uma,votaã

Top Word Pairs in Tweet in G3:
[109] night,doula
[107] mad,woman
[107] woman,night
[107] dare,help
[107] help,night
[107] night,kids
[106] solodeauxleaux,remember
[91] remember,mad
[91] doula,dare
[35] exploiting,labor

Top Word Pairs in Tweet in G4:
[14] drop,needed
[9] moonomens,drop
[6] j'ai,peur
[5] fête,mères
[5] mars,fête
[4] drop,affirm
[4] affirm,#affirmation
[4] uruguay,photo
[4] minerals,#minerals
[4] 500,fcfa

Top Word Pairs in Tweet in G5:
[38] free,program
[38] program,guide
[35] doula,training
[16] guide,talks
[16] training,process
[12] doula,life
[12] postpartum,doula
[10] doula,certification
[8] time,free
[8] doula,midwife

Top Word Pairs in Tweet in G6:
[71] bikedebigode,mari
[71] minha,doula
[70] mari,tem
[66] pra,quando
[65] claro,pra
[65] quando,bebê
[64] tem,você
[64] você,minha
[64] doula,oi
[64] oi,tem

Top Word Pairs in Tweet in G7:
[25] abortion,doula
[24] anyone,abortion
[24] doula,nyc
[24] nyc,area
[24] area,love
[24] love,connect
[23] sdurivagej,anyone
[13] advanced,doula
[13] doula,skills
[13] skills,training

Top Word Pairs in Tweet in G8:
[27] voiture,française
[27] française,mo
[27] mo,geneu
[27] geneu,nopale
[27] nopale,fouf
[27] fouf,bilaye
[27] bilaye,essence
[27] essence,doula
[27] doula,sonal
[27] sonal,problème

Top Word Pairs in Tweet in G9:
[28] home,birth
[26] long,way
[26] doula,care
[24] weâ,ve
[24] ve,reached
[24] reached,first
[24] first,1000
[24] 1000,long
[24] way,go
[24] go,funding

Top Word Pairs in Tweet in G10:
[26] beuyite,wi
[26] hidma,serigne
[26] serigne,touba
[26] touba,bindeko
[26] bindeko,1313
[26] 1313,1895
[26] 1895,niaane
[26] niaane,boromam
[25] dara,doula
[25] salihfadal,beuyite

Top Replied-To
Top Replied-To in Entire Graph:
@fati_bint_doula
@doula_shiyya
@ashleygwinter
@dementia_doula
@puersucette
@samanthakolber
@tracklist
@bikedebigode
@doula_sompare
@iseerob

Top Replied-To in G1:

Top Replied-To in G2:
@colunach

Top Replied-To in G3:
@sugarxndspice

Top Replied-To in G4:
@fati_bint_doula
@syllabdallah
@amadouongoiba
@psychology_dq
@jessepalmertv
@babaskotraore
@diarrasalif323
@moribadiakite5
@sowpoulo11
@diallo_massaran

Top Replied-To in G5:
@samanthakolber
@doulaschool
@bowrettes
@wattsoflove_
@shessydlove
@adiarxcks
@7layertofu
@tayethediva
@_kenziealysee
@emmmkokay

Top Replied-To in G6:
@bikedebigode
@lunarices
@magnoliadesmaia
@onivor0
@madsatanicqueen
@effieatla
@biameessias

Top Replied-To in G7:
@sweetbeedoula
@karmicyindoula
@sdurivagej

Top Replied-To in G8:
@usmannjaay
@baaymobreezy
@siny_lo
@medecinbf
@kanealimatou
@ya_ahmedd
@tahirfaal_
@brahim_7_
@theplk
@hanbdullahi

Top Replied-To in G9:
@iamn0tthe1
@bmipdelaware

Top Replied-To in G10:
@kara_aidafall
@maimounatouuu
@elhadji_ndoye09
@mdiao10
@sadikh__bii

Top Mentioned
Top Mentioned in Entire Graph:
@colunach
@solodeauxleaux
@bikedebigode
@darlenemacauley
@iamn0tthe1
@theboxforlovers
@all4choice
@___incandescent
@decolaniza
@piibouund

Top Mentioned in G1:
@_moustapha_sarr
@aswirlgirl
@braga_blog
@erodesignme
@globallitin
@positivelivings
@thuggergoddess
@therapyinbcn

Top Mentioned in G2:
@colunach

Top Mentioned in G3:
@solodeauxleaux
@___incandescent
@btsquared2
@fieldbones
@sugarxndspice
@thegoldenmuva

Top Mentioned in G4:
@moonomens
@fati_bint_doula
@geologytime
@aidelzack
@psychology_dq
@moussa_drc
@rish_quotes
@whiskeybent78
@samyspellmaker
@syllabdallah

Top Mentioned in G5:
@goddessaminb
@leariellesimone
@arg_imma_pirate
@favoritemword
@doulaschool
@cinmathicc
@ebony_mariie
@s4ebga
@mxrgverite
@samanthakolber

Top Mentioned in G6:
@bikedebigode
@magnoliadesmaia
@justboy2305
@lunarices
@___losted
@effieatla

Top Mentioned in G7:
@sdurivagej
@empowerdbkdoula
@sistersong_woc
@sweetbeedoula
@monicarsimpson
@theavenuedoula
@mcmisoprostol
@fatbellybella
@familyubuntu
@societatoberta

Top Mentioned in G8:
@piibouund
@saluthabib
@cmoustaphadiop
@dembitoloficiel
@ibn_sally
@theplk
@boyclasschic
@imriimaa
@siny_lo
@mamadoumb01

Top Mentioned in G9:
@iamn0tthe1
@familyubuntu
@bmipdelaware
@mariettapea
@ratnagiri77
@katiedrasser
@lamby_ghini
@shafia_smc
@darby4dacity1

Top Mentioned in G10:
@salihfadal
@ndiayet250
@liouliou_75
@umarattijani
@obg_pro
@diakhoumpaamin1
@bayecheikhht
@moussagueye66
@echgueye
@hadjiwack

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@medicinehelp
@independent
@___denise___eu_
@ginniasa
@lizditz
@ezequiasns
@stigmabasen
@mr_luck07
@pauloparmm

Top Tweeters in G1:
@medicinehelp
@stigmabasen
@the_lady_red
@adabagcompany
@newschannelnine
@mercnews
@jerusalem_post
@milfiana33
@gulf_news
@jeguru1

Top Tweeters in G2:
@___denise___eu_
@ezequiasns
@pauloparmm
@moacyrodrigues
@artinovar
@zfabrogmailcom
@daysebarela
@rosamariaferr10
@sebastioregina1
@edcar1811

Top Tweeters in G3:
@_pettycrocker
@_tamsey
@_nurseratchet
@elegantsavant
@aceredband1t
@noyahking
@_jayyelle
@deelishis_dee
@unicornpussyoil
@mylifeasj

Top Tweeters in G4:
@deannajudd70
@thewitchbrmclst
@grannymooninva
@cyriacgbogou
@ancientorigins
@lelerostand
@raghunathishwar
@amhaunted
@hassanebore2
@shichibukai255

Top Tweeters in G5:
@glencocolaflare
@theayannashow
@ijaadee
@champangecharde
@leariellesimone
@miraquebelleza
@bo_besha
@girlyousocrazee
@oohhhjaay_
@simplybri____

Top Tweeters in G6:
@noffstark
@linkedinprosjob
@framehonda
@giveurartbreak
@victorsantoxxs
@math_sz1
@catandobads
@nygmaskrael
@beilaskin
@alecrimbaiano

Top Tweeters in G7:
@on_bender
@conjja
@helmsinki
@thewaywithanoa
@lisawinslow
@shyredmd
@jesserker
@luxalptraum
@bfscr
@lil_litebright

Top Tweeters in G8:
@baaymobreezy
@brahim_7_
@tahirfaal_
@elhadjikandji1
@theplk
@mrsvictorine
@piibouund
@layefall09
@angelinopapis
@diidijah

Top Tweeters in G9:
@dataaugmented
@chickilopiccolo
@sephius1999
@holierthanyu
@nodreamdeferred
@wolvesforkamala
@mamasolskitchen
@elizzosaurusrex
@monicamedhist
@jerrysoucyrn

Top Tweeters in G10:
@mamadouman
@wallabokk
@idrissa___
@_boubadiagne10_
@mouhamedfadilou
@bambiste_313
@elajipeer
@mdiao10
@toonsndiaye
@lemouridepost


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