doula, Twitter, 1/14/2022 3:02:25 PM, 270015


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doula_2022-01-14_06-34-22.xlsx
doula_2022-01-14_06-34-22.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 14, 2022
Short Description:
doula via NodeXL https://bit.ly/31ZaZUz
@deualmeidatawo
@doulaschool
@clarkethou
@mesmerizeeeee
@nabyleu
@domogiselle_
@shopflourished
@lili_merveille
@pedsplntspepprs
@labreezeiana

Top hashtags:
#doula
#laborliesandmurder
#birth
#doulas
#doulaservices
#doulasupport

Description:
Description
The graph represents a network of 5,795 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, 14 January 2022 at 14:42 UTC.

The requested start date was Friday, 14 January 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, 53-minute period from Friday, 31 December 2021 at 01:07 UTC to Friday, 14 January 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 : 5795
Unique Edges : 3272
Edges With Duplicates : 6698
Total Edges : 9970
Number of Edge Types : 5
Tweet : 2076
Retweet : 2755
MentionsInRetweet : 2851
Replies to : 1239
Mentions : 1049
Self-Loops : 2183
Reciprocated Vertex Pair Ratio : 0.0264355362946912
Reciprocated Edge Ratio : 0.0515093941313067
Connected Components : 1698
Single-Vertex Connected Components : 886
Maximum Vertices in a Connected Component : 689
Maximum Edges in a Connected Component : 1450
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.255857
Graph Density : 0.00014108194993899
Modularity : 0.52676
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,795 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, 14 January 2022 at 14:42 UTC.

The requested start date was Friday, 14 January 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, 53-minute period from Friday, 31 December 2021 at 01:07 UTC to Friday, 14 January 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:
[52] https://hello-doulaschool-ca.ck.page/6ea6542862
[44] https://www.instagram.com/accounts/login/
[22] https://www.newblackmaninexile.net/2021/12/soledad-obrien-interviews-doula-on.html
[15] https://www.eventbrite.co.uk/e/doula-uk-conference-2022-tickets-208542003747
[14] http://www.twittascope.com/?sign=7
[8] https://www.babylist.com/nija-rahman
[7] https://twitter.com/ibrahim_ersoy/status/1481011359198453767
[7] http://goingwithgrace.com/trainingdetails/
[7] http://goingwithgrace.com/services/
[7] https://www.amazon.es/Audible-Doula/dp/B09NDCZ8RR?_encoding=UTF8&psc=1&refRID=09EW9H836NXK8JG25KTK&linkCode=sl1&tag=facevideo-21&linkId=440b9d2a5e14bae59b64335dac8ebae3&language=es_ES&ref_=as_li_ss_tl

Top URLs in Tweet in G1:
[25] https://www.instagram.com/accounts/login/
[14] http://www.twittascope.com/?sign=7
[6] https://twitter.com/hourlycastiel/status/1477308639962488838
[6] https://twitter.com/ibrahim_ersoy/status/1481011359198453767
[5] https://twitter.com/SiyandaWrites/status/1477360668709949440
[5] https://twitter.com/meghanbkelly/status/1481271242443431941
[4] https://www.shutterstock.com/g/KenTackett?rid=178334466&utm_medium=email&utm_source=ctrbreferral-link
[4] https://www.amazon.com/dp/B0829DVSYH/ref=dp-kindle-redirect?_encoding=UTF8&btkr=1
[4] https://www.postjobfree.com/job/nvmr7f/doula-or-infant-specialist-rochester-mn
[3] https://www.telemundopr.com/noticias/puerto-rico/el-primer-bebe-del-2022-en-puerto-rico-nacio-en-su-casa-en-caguas-y-con-una-doula/2293566/

Top URLs in Tweet in G3:
[1] https://twitter.com/jaah221/status/1477968732492283904
[1] https://twitter.com/s_mouhamed_d/status/1481303210761539588
[1] https://twitter.com/FamahFG/status/1479434260855595009
[1] https://twitter.com/saulniguez/status/1478848519414984706
[1] https://twitter.com/BaroDieyna/status/1480242091502579725
[1] https://twitter.com/As_saaliha/status/1480236225810341890
[1] https://twitter.com/boy_njaaay/status/1480132641269727233
[1] https://twitter.com/aaychaat/status/1477451096817913856
[1] https://twitter.com/didiiSimeon/status/1478035344301953024

Top URLs in Tweet in G6:
[1] https://twitter.com/asteriaregina21/status/1477333769438863364
[1] https://twitter.com/hugobbezerra/status/1477648861384609803
[1] https://twitter.com/robertlulalivre/status/1477648406705315840
[1] https://twitter.com/desmentindobozo/status/1477255916328214529
[1] https://twitter.com/pedroronchi2/status/1477627576768208902
[1] https://twitter.com/laurablima/status/1477980850801328131
[1] https://twitter.com/desmentindobozo/status/1477957919287169027
[1] https://twitter.com/lulaoficial/status/1478369245213958148
[1] https://twitter.com/constantinocma/status/1478775225168846851
[1] https://twitter.com/rapaduranordes3/status/1478868975333392393

Top URLs in Tweet in G7:
[52] https://hello-doulaschool-ca.ck.page/6ea6542862
[3] https://doulaschool.ca/product/postpartum-training/
[2] https://twitter.com/siyandawrites/status/1477360668709949440
[1] https://twitter.com/kindralevonne/status/1481659531222470660
[1] https://twitter.com/themuvadoula/status/1478108514149093376
[1] https://www.thenestingplace.ca/doula-services/doula-interview/
[1] https://www.eventbrite.com/e/labor-intensive-birthing-without-a-doula-tickets-239341525947
[1] https://twitter.com/deualmeidatawo/status/1477325178359144455
[1] https://twitter.com/deelasheeart/status/1477083315958075396
[1] https://www.instagram.com/accounts/login/

Top URLs in Tweet in G8:
[2] https://shgmesdb.saglik.gov.tr/TR-85679/doula-ve-dogum-koclugu-sertifikalari-hakkinda.html
[2] https://twitter.com/Yamur35718607/status/1480852417705091072
[1] https://twitter.com/caglauren/status/1481672986348433415
[1] https://twitter.com/ibrahim_ersoy/status/1481011359198453767
[1] https://childbirthinternational.com/birth-doula/?gclid=CjwKCAiAlfqOBhAeEiwAYi43F1cmqZofHz1Ts28ENtklO3daBf8qWMZ8lqEQwR7axGVeMt4WbyGpyBoCWgsQAvD_BwE

Top URLs in Tweet in G9:
[4] https://www.eventbrite.com/e/labor-intensive-birthing-without-a-doula-tickets-239341525947
[1] https://twitter.com/wholewomans/status/1481638393926733824
[1] https://twitter.com/HealthConnctOne/status/1481306044596957185
[1] https://twitter.com/OWNTV/status/1478432218250981376
[1] https://twitter.com/AccessBrigade/status/1476981526093041677

Top URLs in Tweet in G10:
[1] https://twitter.com/moisturizednerd/status/1479213753623355393
[1] https://twitter.com/moisturizednerd/status/1479461886118744064

Top Domains
Top Domains in Tweet in Entire Graph:
[290] twitter.com
[132] inspiredbirthpro.com
[56] instagram.com
[52] ck.page
[27] co.uk
[22] newblackmaninexile.net
[18] youtube.com
[14] twittascope.com
[14] goingwithgrace.com
[11] com.br

Top Domains in Tweet in G1:
[116] twitter.com
[27] instagram.com
[14] twittascope.com
[10] youtube.com
[7] com.br
[6] amazon.com
[5] facebook.com
[5] elitenannyagencymn.com
[4] telemundopr.com
[4] co.uk

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

Top Domains in Tweet in G6:
[33] twitter.com

Top Domains in Tweet in G7:
[52] ck.page
[6] twitter.com
[3] doulaschool.ca
[1] thenestingplace.ca
[1] eventbrite.com
[1] instagram.com

Top Domains in Tweet in G8:
[4] twitter.com
[2] gov.tr
[1] childbirthinternational.com

Top Domains in Tweet in G9:
[4] twitter.com
[4] eventbrite.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[363] doula
[29] laborliesandmurder
[27] birth
[24] doulas
[24] doulaservices
[24] doulasupport
[24] pregnancy
[22] blackdoula
[20] postpartum
[19] medicaid



Top Hashtags in Tweet in G1:
[96] doula
[21] birth
[19] pregnancy
[16] postpartum
[14] doulas
[13] childbirth
[13] birthsupport
[12] motherhood
[12] doulasupport
[11] homebirth

Top Hashtags in Tweet in G3:
[2] yallapitie
[1] nbanightshow221

Top Hashtags in Tweet in G6:
[7] bil
[4] twitterapoiafakenews
[3] lulapresidente2022
[3] bolsonaronacadeia
[3] lula13
[3] taradosporvacina
[3] haddadgovernadorsp
[3] twitteromisso
[3] bolsonarogenocida
[3] derrubemalafaia

Top Hashtags in Tweet in G7:
[10] doula
[3] doulaofthedivine
[2] doulalife
[2] birth
[1] babywearing
[1] weeklybusinesschallenge
[1] midwife
[1] birthworker

Top Hashtags in Tweet in G8:
[9] 11ocaksağlıkçılargününde
[1] dogumkoçu
[1] doula

Top Words
Top Words in Tweet in Entire Graph:
[4045] doula
[558] know
[543] birth
[500] go
[490] health
[461] became
[456] maternal
[448] yi
[447] doctor
[446] path

Top Words in Tweet in G1:
[974] doula
[111] birth
[96] #doula
[65] postpartum
[64] death
[63] uma
[62] baby
[55] support
[54] more
[50] one

Top Words in Tweet in G2:
[431] recently
[431] path
[431] maternal
[431] health
[430] know
[430] became
[430] doctor
[430] decided
[430] go
[430] unorthodox

Top Words in Tweet in G3:
[437] yi
[435] keupal
[391] doula
[235] dara
[219] boum
[218] fek
[218] thiep
[218] caméra
[218] beug
[217] nabyleu

Top Words in Tweet in G4:
[207] watch
[207] afcon
[207] remember
[207] cameroon
[207] presidents
[207] past
[207] 60
[207] years
[207] democracy
[207] foreign

Top Words in Tweet in G5:
[176] mavigas
[176] hoy
[176] casa
[175] nacido
[175] nuestro
[175] bebé
[175] manuel
[175] decidimos
[175] nacería
[175] varios

Top Words in Tweet in G6:
[139] bilaraujjo
[44] não
[35] chris_doula
[28] uma
[27] pra
[25] em
[20] bil
[19] huashuashuashuas
[19] só
[18] fihildete

Top Words in Tweet in G7:
[217] doula
[56] free
[54] guide
[51] program
[50] training
[43] info
[31] lots
[30] more
[26] birth
[24] process

Top Words in Tweet in G8:
[110] doğum
[82] diye
[75] ebeler
[72] doğumu
[71] yönetmek
[71] ebelerin
[70] güçlendirilmelidir
[70] boşuna
[70] demiyoruz
[70] yaptırmak

Top Words in Tweet in G9:
[57] abortion
[45] doula
[41] labor
[38] birth
[38] free
[37] sistersong's
[37] justice
[37] team
[37] intensive
[37] training

Top Words in Tweet in G10:
[79] doula
[72] moisturizednerd
[69] more
[68] birth
[67] officially
[67] bitches
[67] friends
[67] call
[67] pregnant
[67] glad

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[440] maternal,health
[433] know,recently
[433] recently,became
[433] became,doctor
[433] doctor,decided
[433] decided,go
[433] go,unorthodox
[433] unorthodox,path
[433] path,maternal
[357] deualmeidatawo,know

Top Word Pairs in Tweet in G1:
[49] death,doula
[48] postpartum,doula
[28] za,duh
[28] duh,ba
[28] ba,doi
[28] doi,bu
[28] bu,doula
[27] uma,doula
[20] doula,services
[18] doula,midwife

Top Word Pairs in Tweet in G2:
[430] know,recently
[430] recently,became
[430] became,doctor
[430] doctor,decided
[430] decided,go
[430] go,unorthodox
[430] unorthodox,path
[430] path,maternal
[430] maternal,health
[354] deualmeidatawo,know

Top Word Pairs in Tweet in G3:
[231] dara,doula
[218] keupal,thiep
[218] caméra,yi
[217] keupal,caisse
[217] caisse,dara
[217] doula,fek
[217] fek,keupal
[217] thiep,boum
[217] boum,yi
[217] yi,caméra

Top Word Pairs in Tweet in G4:
[207] watch,afcon
[207] afcon,remember
[207] remember,cameroon
[207] cameroon,presidents
[207] presidents,past
[207] past,60
[207] 60,years
[207] years,democracy
[207] democracy,foreign
[207] foreign,once

Top Word Pairs in Tweet in G5:
[175] hoy,nacido
[175] nacido,nuestro
[175] nuestro,bebé
[175] bebé,manuel
[175] manuel,decidimos
[175] decidimos,nacería
[175] nacería,casa
[175] casa,varios
[175] varios,motivos
[175] motivos,poca

Top Word Pairs in Tweet in G6:
[10] indiguirado,pantaneira4
[10] pantaneira4,urutau13
[10] urutau13,penailton
[10] penailton,iuiala
[10] iuiala,rogowskiik
[9] antoniacandidom,maimonela
[9] maimonela,indiguirado
[9] rogowskiik,chris_doula
[9] amigos,estou
[9] estou,fazendo

Top Word Pairs in Tweet in G7:
[49] program,guide
[48] free,program
[37] doula,training
[30] guide,lots
[30] info,doula
[17] lots,info
[14] training,process
[12] become,doula
[12] doula,work
[12] time,free

Top Word Pairs in Tweet in G8:
[70] ebeler,güçlendirilmelidir
[70] güçlendirilmelidir,diye
[70] diye,boşuna
[70] boşuna,demiyoruz
[70] demiyoruz,doğum
[70] doğum,yaptırmak
[70] yaptırmak,doğumu
[70] doğumu,yönetmek
[70] yönetmek,riskleri
[70] riskleri,saptamak

Top Word Pairs in Tweet in G9:
[37] sistersong's,birth
[37] birth,justice
[37] justice,team
[37] team,labor
[37] labor,intensive
[37] intensive,training
[37] training,15
[37] 15,free
[37] free,course
[37] course,designed

Top Word Pairs in Tweet in G10:
[67] officially,birth
[67] birth,doula
[67] doula,bitches
[67] bitches,friends
[67] friends,call
[67] call,pregnant
[67] pregnant,more
[67] more,glad
[66] moisturizednerd,officially
[5] doula,certification

Top Replied-To
Top Replied-To in Entire Graph:
@bilaraujjo
@chris_doula
@rosestokes
@doula__92
@talkdeathdaily
@phillipthrelfa1
@fihildete
@bills_chick
@majornija
@maielhofy20

Top Replied-To in G1:

Top Replied-To in G2:
@deualmeidatawo

Top Replied-To in G3:
@baaymobreezy
@medecinbf
@paadoudout
@k29011952
@niangutd
@seelaheldji
@___ahmad_d
@fata_sall
@mataarfall
@saalaamansour

Top Replied-To in G5:
@mavigas

Top Replied-To in G6:
@bilaraujjo
@chris_doula
@fihildete
@camilacomentaa
@albertinadecar1
@opif_pires
@cil_britez
@samyolimpiadas
@bill_central
@cileny33

Top Replied-To in G7:
@zyahbelle
@meghanbkelly
@doulaschool
@kirstensaidwhat
@hijadelsobota
@_phprotector
@mieleprive
@joellennoble
@_benjvmins_
@piscaprio

Top Replied-To in G8:
@ibrahim_ersoy
@drfahrettinkoca
@nurzeyybek
@drwilly54
@nc_gmz
@drsuveran
@feryakutlu
@sayisalcifasist
@doktorlarsitesi
@drkozi

Top Replied-To in G9:
@killermartinis

Top Replied-To in G10:
@moisturizednerd

Top Mentioned
Top Mentioned in Entire Graph:
@deualmeidatawo
@nabyleu
@joseph_kalimbwe
@mavigas
@lili_merveille
@darlenemacauley
@bilaraujjo
@moisturizednerd
@miilky_arnak

Top Mentioned in G1:
@amagiapothecary
@tradcatfem
@noonan_tommy
@officail_lv
@kindjeklein
@_mermamii

Top Mentioned in G2:
@deualmeidatawo
@notchinks

Top Mentioned in G3:
@nabyleu
@lili_merveille
@miilky_arnak
@malick_juf
@sookhna_jaara
@mr___jallow
@kalamou07
@bigsharkee
@cherryparadiso
@kachmmi

Top Mentioned in G4:
@joseph_kalimbwe

Top Mentioned in G5:
@mavigas

Top Mentioned in G6:
@bilaraujjo
@chris_doula
@antoniacandidom
@indiguirado
@pantaneira4
@urutau13
@penailton
@iuiala
@rogowskiik
@fihildete

Top Mentioned in G7:
@doulaschool
@bound2glow
@themuvadoula
@spawnofcupid
@piscaprio
@carlympowers
@chels_baby1
@muthaneo
@keepgoingdre
@jayversace

Top Mentioned in G8:
@yamur35718607
@ibrahim_ersoy
@drfahrettinkoca
@drwilly54
@emelsahader10
@nesibe48259501
@kutsalmeslekk
@yelersar
@hicrankivanc
@drfaithdz

Top Mentioned in G9:
@sistersong_woc
@abortionbabe
@artyleooo
@ash_bash23
@healthconnctone
@accessbrigade
@chicagodoula
@msvchicago

Top Mentioned in G10:
@moisturizednerd

Top Tweeters
Top Tweeters in Entire Graph:
@rarebre3d
@mr1738
@bloggedbyrain
@blackbiz2020
@infobae
@mcdonalds
@barandaand
@sallyrmelb
@trunfim
@zeinobia

Top Tweeters in G1:
@memesyndrome_
@adabagcompany
@reeltalker
@freeblowjob
@netguide
@coochcakes
@flockafierce
@iweller_health
@theayannashow
@xbaf2idolx

Top Tweeters in G2:
@lonsdaleslim
@angelljaunnae
@jstayskickinit
@dottylaabstract
@djfocus_
@kissmyblackash_
@nickdizaster_
@ketuesriche
@afrofrias
@vaxxedb

Top Tweeters in G3:
@gadiooumoul
@nabyleu
@thiessifall
@zahraaaaa_d
@ahmadashakurjr
@baaymobreezy
@lamtoro95
@mc_evah
@ftmondiale
@brahim_7_

Top Tweeters in G4:
@sibsmacd
@earlofgc
@benjiseitlhamo
@robinadamsza
@andersj822010
@nicolawatson13
@dsimbayi
@bmrehwa
@khayajames
@keddah83

Top Tweeters in G5:
@barandaand
@machotesur
@virario3
@tadei
@franjota
@nikko1947
@gisabel906
@gataraya
@atcoco2017
@cruzcoaching

Top Tweeters in G6:
@zehdeabreu
@jornaloglobo
@gazetadopovo
@em_com
@jc_pe
@jpaulo645
@chicobarney
@splash_uol
@brasillivre20
@gshow

Top Tweeters in G7:
@_benjvmins_
@rellythecrip
@lexxxylexx
@zyahbelle
@dippdnchocolat3
@prettiindaface
@edstern
@honeysanniee
@tierraintiaras
@janisacamille

Top Tweeters in G8:
@duygusuzcuk
@medimagazin
@hicrankivanc
@imera2002
@doktorlarsitesi
@ebegulsum
@makbule90284710
@emelsahader10
@serapsarper1978
@drsuveran

Top Tweeters in G9:
@januaryhandl
@rachelandco
@killermartinis
@coldbean
@bugjudy
@mpweirdopodcast
@kantobite
@rrroooiiirrr
@otherverseg
@lisamccray

Top Tweeters in G10:
@sheisaicha
@www_zoloft_com
@lulofrmjuptr_
@ipreferjustvee
@yrnyves
@sosymone
@dirtycomput3r
@pierrefleury_
@bobbiebihh_
@sjmonaeee


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