doula, Twitter, 10/8/2021 1:52:15 PM, 264070


FAQ | Problem?

doula_2021-10-08_06-34-22.xlsx
doula_2021-10-08_06-34-22.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 08, 2021
Short Description:
doula via NodeXL https://bit.ly/3Ar6f5b
@zhugeex
@missbeebright
@doulaschool
@desdollas
@ashleyjazmyn_
@debbialmontaser
@birthwpurpose
@hanna_hamdi
@ancientsong7
@ijaadee

Top hashtags:
#doula
#birth
#menopause
#doulas
#pregnancy
#rcmconf21
#postpartum
#birthdoula

Description:
Description
The graph represents a network of 6,961 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, 08 October 2021 at 13:42 UTC.

The requested start date was Friday, 08 October 2021 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 5-day, 6-hour, 26-minute period from Saturday, 02 October 2021 at 17:33 UTC to Friday, 08 October 2021 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 : 6961
Unique Edges : 1961
Edges With Duplicates : 12312
Total Edges : 14273
Number of Edge Types : 5
Retweet : 5891
MentionsInRetweet : 6295
Replies to : 577
Tweet : 1055
Mentions : 455
Self-Loops : 1091
Reciprocated Vertex Pair Ratio : 0.0115064345193036
Reciprocated Edge Ratio : 0.0227510851668912
Connected Components : 933
Single-Vertex Connected Components : 551
Maximum Vertices in a Connected Component : 2585
Maximum Edges in a Connected Component : 5984
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 2.185395
Graph Density : 0.000137898835383343
Modularity : 0.429312
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,961 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, 08 October 2021 at 13:42 UTC.

The requested start date was Friday, 08 October 2021 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 5-day, 6-hour, 26-minute period from Saturday, 02 October 2021 at 17:33 UTC to Friday, 08 October 2021 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:
[132] https://twitter.com/missbeebright/status/1445558614010171393
[31] https://twitter.com/MissBeeBright/status/1445558614010171393
[16] https://hello-doulaschool-ca.ck.page/6ea6542862
[9] https://es.gizmodo.com/el-trailer-del-juego-chino-doula-continent-es-una-copia-1847792132
[8] https://www.instagram.com/accounts/login/
[6] https://twitter.com/missbeebright/status/1433570002431619073
[5] https://kion546.com/news/2021/10/04/gov-newsom-to-sign-a-bill-that-addresses-maternal-and-infant-health-services/
[5] http://www.twittascope.com/?sign=7
[5] https://twitter.com/missbeebright/status/1445559036087132167
[5] https://twitter.com/ZhugeEX/status/1444173795292442628

Top URLs in Tweet in G2:
[11] https://twitter.com/missbeebright/status/1445558614010171393
[3] https://twitter.com/MissBeeBright/status/1445558614010171393
[2] https://twitter.com/_keianacr/status/1445842491756867584
[1] https://twitter.com/brittnbloom/status/1445604446206103552
[1] https://twitter.com/sweatsXstew/status/1445581081055404042
[1] https://twitter.com/faithstreet08/status/1433564442894143493
[1] https://twitter.com/missbeebright/status/1433570002431619073
[1] https://twitter.com/queen_miso/status/1445556233214119945
[1] https://twitter.com/kortniexo/status/1445825955436453894
[1] https://twitter.com/bleu_skiies/status/1445970080580489219

Top URLs in Tweet in G3:
[87] https://twitter.com/missbeebright/status/1445558614010171393
[19] https://twitter.com/MissBeeBright/status/1445558614010171393
[7] https://www.instagram.com/accounts/login/
[6] https://es.gizmodo.com/el-trailer-del-juego-chino-doula-continent-es-una-copia-1847792132
[5] http://www.twittascope.com/?sign=7
[4] https://kion546.com/news/2021/10/04/gov-newsom-to-sign-a-bill-that-addresses-maternal-and-infant-health-services/
[3] https://twitter.com/ZhugeEX/status/1444173795292442628
[3] https://twitter.com/missbeebright/status/1433570002431619073
[3] https://twitter.com/stmarthacath/status/1445604384847527944
[3] https://www.verywellhealth.com/ask-an-abortion-doula-5202362

Top URLs in Tweet in G4:
[1] https://twitter.com/vince_got/status/1445532977769811973
[1] https://twitter.com/yv000nne/status/1444611868744638471

Top URLs in Tweet in G6:
[16] https://hello-doulaschool-ca.ck.page/6ea6542862
[5] https://twitter.com/missbeebright/status/1445558614010171393
[3] https://twitter.com/MissBeeBright/status/1445558614010171393
[1] https://doula-school.teachable.com/p/doula-business-school
[1] https://twitter.com/MissBeeBright/status/1445559036087132167
[1] https://www.ancientsongdoulaservices.com/training
[1] https://www.amazon.com/hz/wishlist/ls/15TLF2KTJPGBS?ref_=wl_share
[1] https://twitter.com/missbeebright/status/1433570002431619073
[1] https://twitter.com/missbeebright/status/1445559036087132167
[1] https://buildinitiative.createsend1.com/t/ViewEmail/t/CB2AE84C49BA622D2540EF23F30FEDED

Top URLs in Tweet in G7:
[1] https://placentama.com/acerca-de/

Top URLs in Tweet in G8:
[1] https://twitter.com/Noblairwaldorf/status/1444811487499984901

Top URLs in Tweet in G9:
[3] https://twitter.com/missbeebright/status/1445558614010171393

Top URLs in Tweet in G10:
[1] https://theshaderoom.com/governor-newsom-signs-momnibus-act-which-will-provide-mothers-with-access-to-postpartum-health-care-doula-services-and-more/

Top Domains
Top Domains in Tweet in Entire Graph:
[275] twitter.com
[58] inspiredbirthpro.com
[16] ck.page
[11] instagram.com
[10] gizmodo.com
[8] youtube.com
[7] mailchi.mp
[6] bit.ly
[5] kion546.com
[5] twittascope.com

Top Domains in Tweet in G2:
[32] twitter.com
[1] themodernbirth.com
[1] typeform.com

Top Domains in Tweet in G3:
[147] twitter.com
[8] instagram.com
[7] gizmodo.com
[6] youtube.com
[5] mailchi.mp
[5] twittascope.com
[4] kion546.com
[3] praeclaruspress.com
[3] verywellhealth.com
[2] resetera.com

Top Domains in Tweet in G4:
[2] twitter.com

Top Domains in Tweet in G6:
[16] ck.page
[11] twitter.com
[2] vice.com
[1] teachable.com
[1] ancientsongdoulaservices.com
[1] amazon.com
[1] createsend1.com
[1] cmail20.com
[1] zoom.us
[1] spectrumnews1.com

Top Domains in Tweet in G7:
[1] placentama.com

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

Top Domains in Tweet in G9:
[3] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[126] doula
[14] birth
[11] menopause
[9] doulas
[9] pregnancy
[9] rcmconf21
[8] postpartum
[7] birthdoula
[7] art
[7] midwife



Top Hashtags in Tweet in G2:
[1] birthdoula
[1] postpartumdoula
[1] doula
[1] sinadevibirthservices

Top Hashtags in Tweet in G3:
[46] doula
[12] birth
[8] pregnancy
[7] postpartum
[7] art
[6] breastfeeding
[5] doulas
[4] midwife
[4] postpartumdoula
[4] motherhood

Top Hashtags in Tweet in G4:
[1] divancitoyen

Top Hashtags in Tweet in G6:
[10] doula
[3] prolife
[2] blackmaternalhealth
[2] birthwork
[2] aaimm
[1] india
[1] birth
[1] doulas
[1] blackdoula
[1] blackdoulasmatter

Top Words
Top Words in Tweet in Entire Graph:
[4357] doula
[2630] promotional
[2606] video
[2597] final
[2592] fantasy
[2588] anyway
[2587] 14
[2585] shadowbringers
[2585] square
[2583] left

Top Words in Tweet in G1:
[2629] promotional
[2581] zhugeex
[2580] square
[2579] shadowbringers
[2579] enix
[2578] video
[2577] anyway
[2577] here's
[2577] final
[2577] fantasy

Top Words in Tweet in G2:
[2360] missbeebright
[2328] doula
[1475] baby
[1371] hand
[1308] few
[1308] recovery
[1308] day
[1307] pm
[1306] arrives
[1306] chit

Top Words in Tweet in G3:
[585] doula
[72] birth
[59] postpartum
[49] baby
[45] #doula
[42] need
[37] more
[35] time
[31] one
[30] care

Top Words in Tweet in G4:
[151] sopal
[151] wolou
[150] kocc
[150] dit
[150] jigeen
[148] doula
[75] wambedmi
[75] n'a
[75] jamais
[75] tã

Top Words in Tweet in G5:
[114] atrás
[97] brunafrascolla
[87] uma
[71] doulas
[70] esse
[70] parir
[70] anos
[69] banheira
[68] fim
[68] levaram

Top Words in Tweet in G6:
[153] doula
[21] support
[19] training
[18] more
[17] need
[17] guide
[17] certification
[16] program
[16] community
[15] birth

Top Words in Tweet in G7:
[40] doula
[21] sã
[21] hacer
[20] matrona
[19] ricardofernlast
[18] doulas
[18] matronas
[18] coaching
[18] psicologã
[18] estafa

Top Words in Tweet in G8:
[32] doula
[25] noblairwaldorf
[23] doulaâ
[21] infertility
[21] bio
[21] transphobic
[19] enough
[19] ammo
[19] go
[19] mom

Top Words in Tweet in G9:
[71] doula
[56] baby
[51] desdollas
[45] instead
[45] fund
[43] bringing
[43] gifts
[43] shower
[43] everybody
[43] contribute

Top Words in Tweet in G10:
[66] bill
[34] maternal
[33] today
[33] signed
[33] improve
[33] infant
[33] health
[33] 65
[33] aka
[33] œmomnibus

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2592] final,fantasy
[2582] fantasy,14
[2581] square,enix
[2580] 14,shadowbringers
[2579] promotional,video
[2579] shadowbringers,square
[2578] anyway,here's
[2578] here's,promotional
[2578] video,final
[2578] enix,left

Top Word Pairs in Tweet in G1:
[2579] square,enix
[2578] promotional,video
[2577] anyway,here's
[2577] here's,promotional
[2577] video,final
[2577] final,fantasy
[2577] fantasy,14
[2577] 14,shadowbringers
[2577] shadowbringers,square
[2577] enix,left

Top Word Pairs in Tweet in G2:
[1327] missbeebright,doula
[1306] doula,arrives
[1306] arrives,pm
[1306] pm,chit
[1306] chit,chat
[1306] chat,few
[1306] few,minutes
[1306] minutes,update
[1306] update,recovery
[1306] recovery,recap

Top Word Pairs in Tweet in G3:
[30] postpartum,doula
[20] doula,continent
[15] death,doula
[13] become,doula
[12] birth,doula
[12] doula,services
[12] nighttime,doula
[10] final,fantasy
[10] having,doula
[10] za,duh

Top Word Pairs in Tweet in G4:
[150] dit,jigeen
[150] jigeen,sopal
[76] sopal,doula
[76] doula,wolou
[75] kocc,n'a
[75] n'a,jamais
[75] jamais,dit
[75] sopal,tã
[75] tã,boul
[75] boul,wolou

Top Word Pairs in Tweet in G5:
[68] fim,levaram
[68] levaram,doulas
[68] poucos,anos
[68] esse,povo
[68] gostava,parir
[68] parir,banheira
[68] banheira,uma
[67] brunafrascolla,fim
[58] anos,atrás
[56] doulas,até

Top Word Pairs in Tweet in G6:
[14] program,guide
[12] training,certification
[11] free,program
[10] doula,training
[8] postpartum,doula
[7] doula,support
[7] becoming,doula
[7] birthing,people
[7] community,based
[6] starting,doula

Top Word Pairs in Tweet in G7:
[18] doulas,matronas
[18] matronas,coaching
[18] coaching,psicologã
[18] psicologã,estafa
[18] estafa,matrona
[18] matrona,sã
[18] sã,hacer
[18] hacer,doula
[17] ricardofernlast,doulas
[17] doula,coâ

Top Word Pairs in Tweet in G8:
[19] enough,ammo
[19] ammo,go
[19] go,mom
[19] mom,infertility
[19] infertility,œjokeâ
[19] œjokeâ,œfuture
[19] œfuture,doulaâ
[19] doulaâ,bio
[19] bio,transphobic
[18] shayxonline,enough

Top Word Pairs in Tweet in G9:
[45] doula,fund
[43] instead,bringing
[43] bringing,gifts
[43] gifts,baby
[43] baby,shower
[43] shower,everybody
[43] everybody,contribute
[43] contribute,nighttime
[43] nighttime,doula
[42] desdollas,instead

Top Word Pairs in Tweet in G10:
[33] today,signed
[33] signed,bill
[33] bill,improve
[33] improve,infant
[33] infant,maternal
[33] maternal,health
[33] health,bill
[33] bill,65
[33] 65,aka
[33] aka,œmomnibus

Top Replied-To
Top Replied-To in Entire Graph:
@missbeebright
@brunafrascolla
@noblairwaldorf
@dancingabc
@malparlage223
@fati_bint_doula
@flowerqueers
@pilotochungo1
@kellyclarkson
@sassye

Top Replied-To in G1:
@zhugeex
@docdobby

Top Replied-To in G2:
@missbeebright
@lillexi_lex
@faithstreet08
@issa_brae
@noyahking
@spannishrowe
@mrslaineb_
@sweatsxstew
@miaakristina
@_keianacr

Top Replied-To in G3:
@aleperz7

Top Replied-To in G4:
@socratis_01
@layefall09
@muhaalm_
@ndiayegaindesn1
@gwayfirst
@djily_koli
@momo_ndaoi
@marefaaaa
@seemone221
@a_lalicorne

Top Replied-To in G5:
@brunafrascolla
@aventuras_js
@danielsribeiro
@naninhoemje
@filipetrielli
@olabocos

Top Replied-To in G6:
@flowerqueers
@rebelscumhan
@liskeliz
@sexylilnugget
@mamaotoole
@bonzbythebay
@restinplants
@hozien
@ashyee_
@breegaloregyal

Top Replied-To in G7:
@pilotochungo1
@ricardofernlast
@guion_del_valle
@uciero
@ta121618
@pikili13
@robertodeniroh
@madredetragonas
@marialuru

Top Replied-To in G8:
@noblairwaldorf
@badgallzl
@ungodlyvante
@shi4short
@bitchyouthawwt
@joey_chris__
@milananaj

Top Replied-To in G9:
@desdollas

Top Mentioned
Top Mentioned in Entire Graph:
@zhugeex
@missbeebright
@lillexi_lex
@labeautyologist
@brunafrascolla
@wambedmi
@desdollas
@pi_fall
@theshaderoom
@darlenemacauley

Top Mentioned in G1:
@zhugeex
@docdobby

Top Mentioned in G2:
@missbeebright
@lillexi_lex
@labeautyologist
@whitneegarrett
@spannishrowe
@faithstreet08
@kim_currier_
@babylist
@antiboyzclub
@lovelyraes_

Top Mentioned in G3:
@bbhumans
@qke306
@infofuengirola
@smd_le_prince
@lifedunya1

Top Mentioned in G4:
@wambedmi
@pi_fall
@goradiagne23
@muhaalm_
@abdourami
@djily_koli
@tapha_yarway
@abaukaane
@layefall09
@momo_ndaoi

Top Mentioned in G5:
@brunafrascolla
@rdgesp
@ppffcosta73
@filipetrielli
@clarissa_kahn

Top Mentioned in G6:
@missbeebright
@everymomcounts
@iammelanin
@debbialmontaser
@nanstrauss
@buildinitiative
@sonicubed
@jessicaw031
@piscaprio
@t3doulaservices

Top Mentioned in G7:
@ricardofernlast
@davsanco
@priticante
@pilotochungo1
@rotoledoc
@madredetragonas
@alicciads
@nievessebastia1
@ta121618
@cevetom

Top Mentioned in G8:
@shayxonline
@noblairwaldorf
@tsunamigrandes
@oranicuhh
@ungodlyvante
@missbeebright
@moneyx_xxx
@itsnayifay
@ashleyjazmyn_

Top Mentioned in G9:
@desdollas
@missbeebright
@noyahking
@chiziduru
@babylist
@candicejanine

Top Mentioned in G10:
@theshaderoom

Top Tweeters
Top Tweeters in Entire Graph:
@sunflowerjun
@g1aucous
@lizditz
@cuchacucha
@courtneehendrix
@mr_luck07
@noirpoipoison
@fleming77
@tbevo3s
@mariojpc

Top Tweeters in G1:
@sunflowerjun
@g1aucous
@noirpoipoison
@tbevo3s
@mariojpc
@inna4497
@asiras_etav
@vipiiun
@nyaijima
@c1h4y4__t

Top Tweeters in G2:
@lizditz
@courtneehendrix
@virgoj24
@_pettycrocker
@cool_mintz
@asscheeksonme
@ovie52009
@cleopatrashoney
@poetictashh
@sparkleshines

Top Tweeters in G3:
@_boobiejohnson
@ok_magazine
@sanluwal
@pozekow_
@ineedja_kadeeja
@nemuiryuu
@sheis_g
@astoldbykayyx
@nesbot_feed
@toyertoys

Top Tweeters in G4:
@dadjibson
@halalpixie
@bingiewinkyg
@bomoraby
@diabou_s
@wettanaam
@dija_foreal
@doctorlove475
@valeriesama
@polonium38

Top Tweeters in G5:
@dcsbeledaniele
@sebastioregina1
@anacventilari
@ganchodedireita
@gabrielmg_teo77
@aledarin
@hughhonorato
@lidiwre
@juniorags
@nua_la

Top Tweeters in G6:
@tewchinzz
@raejae_
@_wakeupintokyo
@onesizefitsslim
@breegaloregyal
@sonicubed
@lilyionnie
@sexylilnugget
@jiorjette
@pinkerrrr

Top Tweeters in G7:
@cuchacucha
@emocionycambio
@mikelmoso
@rectaprovincia
@inmavelascojuez
@yojuanaytu
@chache_dioni
@madredetragonas
@anacon21
@santiagobio

Top Tweeters in G8:
@peach_pimp
@unicornpussyoil
@skylerb97
@bunnylorevere
@delt_delta
@eternaljjongie
@hbfromkc_
@mebitchigottime
@reanimateddoll
@joey_chris__

Top Tweeters in G9:
@the3jsmom
@glolizabeth
@noyahking
@shandiditbetter
@girlineverhad
@hellotiffi_
@_terribilis
@meteloentu_boca
@wizmonifaaa
@desdollas

Top Tweeters in G10:
@yalaa__
@taeshiesty_
@nai__denora
@anichols_17
@_moetmakeemsay
@ambreint
@noahnextdoor__
@2daywithjj
@journeediauvyan
@d_sassyness