doula, Twitter, 2/23/2021 1:07:42 AM, 249398


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doula_2021-02-22_06-48-28.xlsx
doula_2021-02-22_06-48-28.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 23, 2021
Short Description:
doula via NodeXL https://bit.ly/2ZIfTAC
@mayaspoken
@thefemmemidwife
@patinkinmandy
@jordanctobias
@angeliquedoula
@aprylsmithts
@doula_lisa
@mamemaodo1
@sheena_byrom
@howardtelika

Top hashtags:
#doula
#birth
#pregnancy
#blacktationdiaries
#midwife
#goldmidwifery2021

Description:
Description
The graph represents a network of 5,721 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 Monday, 22 February 2021 at 14:55 UTC.

The requested start date was Friday, 19 February 2021 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, 52-minute period from Friday, 05 February 2021 at 01:02 UTC to Friday, 19 February 2021 at 00:55 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 : 5721
Unique Edges : 3999
Edges With Duplicates : 7053
Total Edges : 11052
Number of Edge Types : 5
Retweet : 2835
MentionsInRetweet : 3309
Tweet : 2211
Mentions : 1398
Replies to : 1299
Self-Loops : 2339
Reciprocated Vertex Pair Ratio : 0.0396196513470681
Reciprocated Edge Ratio : 0.0762195121951219
Connected Components : 1587
Single-Vertex Connected Components : 817
Maximum Vertices in a Connected Component : 987
Maximum Edges in a Connected Component : 2862
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.043207
Graph Density : 0.000160371004629001
Modularity : 0.511583
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 5,721 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 Monday, 22 February 2021 at 14:55 UTC.

The requested start date was Friday, 19 February 2021 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, 52-minute period from Friday, 05 February 2021 at 01:02 UTC to Friday, 19 February 2021 at 00:55 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:
[89] https://www.amagiascend.com/
[47] https://www.gofundme.com/f/survival-for-black-doula?utm_campaign=p_cp+share-sheet&utm_medium=copy_link_all&utm_source=customer
[38] https://www.instagram.com/accounts/login/
[17] https://dt51.net/c/?si=15259&li=1662683&wi=204627&ws=
[15] https://www.middleeasteye.net/fr/actu-et-enquetes/doula-mort-accompagnement-soins-fin-vie-musulmans-thanadoula
[14] http://www.twittascope.com/?sign=7
[12] https://www.shutterstock.com/g/KenTackett?rid=178334466&utm_medium=email&utm_source=ctrbreferral-link
[11] https://moneyyy.me/$afrodykediaries
[10] https://twitter.com/bdrizzlet/status/1358805072843571201
[7] https://pregnancyjournal.com/

Top URLs in Tweet in G1:
[27] https://www.instagram.com/accounts/login/
[17] https://dt51.net/c/?si=15259&li=1662683&wi=204627&ws=
[14] http://www.twittascope.com/?sign=7
[8] https://twitter.com/bdrizzlet/status/1358805072843571201
[7] https://pregnancyjournal.com/
[5] https://twitter.com/mayaspoken/status/1359329642864328704
[4] https://www.facebook.com/heathermayerdoula/
[3] https://twitter.com/hoodhealer/status/1358177776059125760
[3] https://gf.me/u/y4762j
[3] https://www.gofundme.com/f/survival-for-black-doula?utm_source=twitter&utm_medium=social&utm_campaign=p_cp+share-sheet

Top URLs in Tweet in G2:
[2] https://twitter.com/PreciousEva14/status/1358948664308359170
[1] https://twitter.com/Khalil_OG1/status/1291714664041259009
[1] https://twitter.com/brahim_7_/status/1358059482580979713
[1] https://twitter.com/choupompom/status/1361365831444287491
[1] https://twitter.com/kakeshopdk/status/1360741249888772097
[1] https://twitter.com/mc_evah/status/1358970473250488321
[1] https://twitter.com/Laye_touree/status/1358578468494139393
[1] https://twitter.com/its__malick/status/1358789276364918796
[1] https://twitter.com/Les_Merengues/status/1358160649810030592

Top URLs in Tweet in G3:
[5] https://wapo.st/2LQUuBI
[2] https://twitter.com/mattnegrin/status/1361729831243776012
[2] https://twitter.com/CNNSotu/status/1358912133455609856
[2] https://twitter.com/atrupar/status/1358175294125973506
[2] https://twitter.com/ariberman/status/1360602838079053824
[2] https://twitter.com/SilverAgeTV/status/1359176977484312583
[2] https://twitter.com/naveedajamali/status/1360619894497189890
[2] https://twitter.com/KaplanABC11/status/1361140562456420353
[2] https://www.politico.com/news/2021/02/13/mcconnell-reveals-he-will-vote-to-acquit-trump-468988
[2] https://twitter.com/derekmross/status/1361192843008737281

Top URLs in Tweet in G4:
[2] https://www.myregistry.com/baby-registry/maya-b-and-caleb-c-ottawa-on/2466617
[1] https://twitter.com/mayaspoken/status/1359329642864328704
[1] https://twitter.com/bdrizzlet/status/1358805072843571201

Top URLs in Tweet in G5:
[4] https://www.gofundme.com/f/help-black-doula-return-to-school-for-midwifery?utm_campaign=p_cp+share-sheet&utm_medium=copy_link_all&utm_source=customer
[3] https://twitter.com/kindralevonne/status/1358160649759694852
[3] https://www.t3doulaservices.com/
[2] https://twitter.com/poisewellness/status/1358468985092726792
[2] https://gf.me/u/yi7gbh?fbclid=IwAR0MjXH2cVahtB_i5T6DtBCBctPc3-kOItrsjuhSAbmvzh8-Mt3dxJ27TTw
[2] https://anchor.fm/herbadoula
[1] https://twitter.com/thefemmemidwife/status/1359310883617468419
[1] https://www.t3helps.org/doula
[1] https://www.t3doulaservices.com/tees
[1] https://www.rootedinfemmepower.com/birthworkertraining

Top URLs in Tweet in G6:
[3] https://theconversation.com/lockdown-study-finds-undiagnosed-mental-health-crisis-among-new-mothers-154529?utm_source=twitter&utm_medium=bylinetwitterbutton
[1] https://www.spreaker.com/user/all4maternity/all4maternity-podcast-28
[1] https://www.everydaycourageiwd21.co.uk/
[1] https://twitter.com/drmbrady/status/1358742714360213505
[1] https://doula.ie/what-is-a-doula-2/
[1] https://www.tg4.ie/en/information/press/press-releases/2021-2/fertility-series-on-tg4-follows-the-sometimes-complex-journey-to-parenthood/
[1] http://www.rosybirths.com/rosybirths-blog/informational-support
[1] https://twitter.com/peepshie/status/1359522188957777920
[1] https://www.birthrights.org.uk/2020/01/30/idecide-a-new-consent-tool-is-on-its-way/
[1] https://twitter.com/birthrightsorg/status/1359564231151091712

Top URLs in Tweet in G7:
[3] https://twitter.com/eilish_zapata/status/1358478278588309506
[1] https://twitter.com/jramonfernandez/status/1099724271172104192
[1] https://www.enfermeria21.com/diario-dicen/q/

Top URLs in Tweet in G8:
[89] https://www.amagiascend.com/

Top URLs in Tweet in G9:
[2] https://doulaschool.ca/exclusive-report/
[2] https://doulaschool.ca/product/postpartum-training/
[2] https://www.cash.me/$NeSiwanawal3
[2] https://www.venmo.com/ne_siwanawal3
[2] http://ne.kwika.ne
[1] https://www.ted.com/talks/miriam_zoila_perez_how_racism_harms_pregnant_women_and_what_can_help/footnotes?referrer=playlist-talks_for_when_you_re_expectin&language=en
[1] https://doulaschool.ca/product/tens-training/
[1] https://www.youtube.com/channel/UCgzWMD2VTm1CfG1duOT6EQQ
[1] https://doulaschool.ca/video-landing-page/
[1] https://www.linkedin.com/jobs/view/2370186381/?refId=TtC4OrmH9cExw2yuZy16/Q%3D%3D&trackingId=87jsYj0J%2Bliz/09jGIbTPA%3D%3D

Top URLs in Tweet in G10:
[2] https://theintercept.com/2021/02/09/namoro-lava-jato-rede-globo/
[2] https://www.brasil247.com/
[1] https://twitter.com/davidmirandario/status/1357078617533087749
[1] https://twitter.com/adsump/status/1358676920783810561
[1] https://twitter.com/estevamreboucas/status/1357776320818786309
[1] https://twitter.com/psilasmalacheia/status/1359078980910010370
[1] https://twitter.com/theinterceptbr/status/1360230532571934726
[1] https://twitter.com/dcm_online/status/1360421452160368644
[1] https://twitter.com/lolaescreva/status/1360938978648678401
[1] https://twitter.com/nave1964/status/1361308835642822660

Top Domains
Top Domains in Tweet in Entire Graph:
[306] twitter.com
[132] inspiredbirthpro.com
[89] amagiascend.com
[63] instagram.com
[62] gofundme.com
[23] youtube.com
[17] dt51.net
[16] facebook.com
[15] middleeasteye.net
[15] moneyyy.me

Top Domains in Tweet in G1:
[99] twitter.com
[29] instagram.com
[17] dt51.net
[14] twittascope.com
[8] facebook.com
[8] pregnancyjournal.com
[5] co.uk
[5] etsy.com
[5] libbybusyby.com
[4] upflow.co

Top Domains in Tweet in G2:
[10] twitter.com

Top Domains in Tweet in G3:
[66] twitter.com
[11] washingtonpost.com
[8] wapo.st
[2] politico.com
[2] businessinsider.com
[2] thebulwark.com
[2] cnn.com
[2] theatlantic.com
[2] thedailybeast.com
[1] nydailynews.com

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

Top Domains in Tweet in G5:
[16] twitter.com
[4] t3doulaservices.com
[4] gofundme.com
[2] rootedinfemmepower.com
[2] gf.me
[2] anchor.fm
[1] t3helps.org
[1] mahabaduabirthvillage.org
[1] thecannabisdoula.com
[1] wix.com

Top Domains in Tweet in G6:
[11] twitter.com
[3] theconversation.com
[2] org.uk
[1] spreaker.com
[1] co.uk
[1] doula.ie
[1] tg4.ie
[1] rosybirths.com
[1] uzazivillage.org
[1] buzzsprout.com

Top Domains in Tweet in G7:
[4] twitter.com
[1] enfermeria21.com

Top Domains in Tweet in G8:
[89] amagiascend.com

Top Domains in Tweet in G9:
[7] doulaschool.ca
[3] cash.me
[3] venmo.com
[2] kwika.ne
[1] ted.com
[1] youtube.com
[1] linkedin.com
[1] childbirtheducators.ca
[1] paypal.me
[1] mother.ly

Top Domains in Tweet in G10:
[13] twitter.com
[4] com.br
[2] theintercept.com
[2] brasil247.com
[1] change.org
[1] globo.com
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[400] doula
[96] birth
[89] pregnancy
[77] blacktationdiaries
[67] midwife
[66] goldmidwifery2021
[64] goldlearning
[63] perinatal
[62] iamgold
[51] birthworker



Top Hashtags in Tweet in G1:
[102] doula
[35] midwife
[28] pregnancy
[17] pregnant
[17] birth
[17] sewityourself
[17] mondmasker
[17] midwifes
[17] kraamverzorging
[17] kraamverzorgende

Top Hashtags in Tweet in G2:
[2] rt
[1] nouvellephotodeprofil
[1] waly
[1] jummahmubarak
[1] lebou

Top Hashtags in Tweet in G3:
[8] saveamerica
[4] impeachmenttrial
[4] thereidout
[4] justicematters
[2] gqp
[2] rwnj
[2] auntiesdailyprayer
[2] maga
[2] presidentsday
[2] gop

Top Hashtags in Tweet in G4:
[1] letsdoulathis
[1] blackhistory365
[1] blackwomen
[1] supportblackwomen
[1] doula
[1] thread

Top Hashtags in Tweet in G5:
[75] blacktationdiaries
[6] blackhistorymonth
[4] doulas
[3] blackdoula
[2] doula
[2] nonprofits
[2] pregnantinatl
[2] pregnantinatlanta
[2] pregnantinthea
[2] blackbirthdoulas

Top Hashtags in Tweet in G6:
[11] doula
[6] birth
[4] babyfriendly
[4] translator
[4] goldmidwifery2021
[4] goldlearning
[4] iamgold
[3] doulasupportmatters
[2] covidvaccine
[2] lgbthm21

Top Hashtags in Tweet in G7:
[1] hiloytal

Top Hashtags in Tweet in G9:
[24] doula
[5] career
[4] marketing
[3] doulalove
[2] blackhistorymonth
[1] fridaymotivation
[1] doulas
[1] transwoman
[1] partnerdoula
[1] support

Top Hashtags in Tweet in G10:
[2] impeachmentbolsonarourgente
[2] covid19
[1] haddad2022
[1] golpedeestado
[1] forapazuello
[1] bolsonarocadeasvacinas
[1] forabolsonaro
[1] golulamundial

Top Words
Top Words in Tweet in Entire Graph:
[4404] doula
[607] birth
[545] sa
[487] black
[400] #doula
[399] mayaspoken
[330] support
[328] ngor
[301] care
[296] trump

Top Words in Tweet in G1:
[868] doula
[139] birth
[102] #doula
[74] black
[57] more
[54] support
[50] death
[50] eu
[46] one
[43] baby

Top Words in Tweet in G2:
[505] sa
[322] ngor
[211] doula
[208] bi
[197] ak
[185] tl
[169] dangay
[165] sen
[165] wakh
[164] bo

Top Words in Tweet in G3:
[296] trump
[77] president
[76] gop
[69] trial
[65] senate
[64] republican
[64] people
[62] impeachment
[60] republicans
[60] democracy

Top Words in Tweet in G4:
[416] doula
[393] mayaspoken
[192] make
[190] financially
[190] affected
[190] fear
[190] caused
[190] racial
[190] bias
[190] sure

Top Words in Tweet in G5:
[516] doula
[115] birth
[105] doulas
[94] babies
[88] catch
[83] thefemmemidwife
[80] day
[76] community
[75] #blacktationdiaries
[68] blkinlactation

Top Words in Tweet in G6:
[62] doula_lisa
[39] doula
[23] sheena_byrom
[20] teamcmido
[20] people
[19] care
[16] sarahnoble02
[15] midwife
[15] support
[13] women

Top Words in Tweet in G7:
[88] doula
[78] eilish_zapata
[59] jramonfernandez
[32] vecina
[32] acaba
[32] pedir
[32] chat
[32] vecinos
[31] disculpas
[31] antemano

Top Words in Tweet in G8:
[139] amagiascensions
[114] peace
[114] love
[114] ama
[114] owner
[114] specialize
[114] helping
[114] communities
[105] things
[89] health

Top Words in Tweet in G9:
[111] doula
[26] patinkinmandy
[24] #doula
[23] support
[14] birth
[13] important
[11] love
[11] experience
[11] more
[11] postpartum

Top Words in Tweet in G10:
[23] em
[23] não
[20] bolsonaro
[13] mais
[11] uma
[11] os
[10] ele
[10] foi
[10] pelo
[9] quando

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[328] sa,ngor
[210] make,sure
[200] sure,doula
[194] financially,affected
[194] affected,fear
[194] fear,caused
[194] caused,racial
[194] racial,bias
[194] bias,make
[193] mayaspoken,financially

Top Word Pairs in Tweet in G1:
[39] death,doula
[28] birth,doula
[25] doula,training
[25] #doula,#midwife
[20] become,doula
[20] black,doula
[19] midwife,doula
[19] end,life
[17] uma,doula
[17] #sewityourself,#mondmasker

Top Word Pairs in Tweet in G2:
[322] sa,ngor
[185] tl,bi
[161] bo,nèkè
[161] nèkè,ci
[161] ci,tl
[161] bi,dangay
[161] dangay,moytou
[161] moytou,gni
[161] gni,sen
[161] sen,lamigne

Top Word Pairs in Tweet in G3:
[51] donald,trump
[26] mitch,mcconnell
[25] impeachment,trial
[19] republican,senators
[17] united,states
[16] republican,party
[15] left,office
[12] convict,trump
[11] ted,cruz
[10] incited,insurrection

Top Word Pairs in Tweet in G4:
[190] financially,affected
[190] affected,fear
[190] fear,caused
[190] caused,racial
[190] racial,bias
[190] bias,make
[190] make,sure
[190] sure,doula
[189] mayaspoken,financially
[154] folks,asking

Top Word Pairs in Tweet in G5:
[88] doulas,catch
[88] catch,babies
[74] #blacktationdiaries,day
[68] blkinlactation,#blacktationdiaries
[66] babies,doulas
[52] doula,training
[44] doula,program
[40] doula,support
[38] black,brown
[38] community,doula

Top Word Pairs in Tweet in G6:
[14] midwife,doula
[10] birthjoykemi,sheena_byrom
[10] sheena_byrom,teamcmido
[10] teamcmido,sarahnoble02
[10] sarahnoble02,aliwrightobgyn
[10] aliwrightobgyn,nadinedorries
[8] nadinedorries,mariacbooker
[8] doula_lisa,birthjoykemi
[7] mariacbooker,amylwgibbs
[7] amylwgibbs,aims_online

Top Word Pairs in Tweet in G7:
[32] chat,vecinos
[31] vecina,acaba
[31] acaba,pedir
[31] pedir,disculpas
[31] disculpas,antemano
[31] antemano,chat
[31] vecinos,oímos
[31] oímos,gritar
[31] gritar,40
[31] 40,semanas

Top Word Pairs in Tweet in G8:
[114] peace,love
[114] love,ama
[114] ama,owner
[114] owner,amagiascensions
[114] amagiascensions,specialize
[114] specialize,helping
[114] helping,communities
[105] communities,things
[89] things,health
[89] health,wellness

Top Word Pairs in Tweet in G9:
[9] postpartum,doula
[8] doula,cross
[8] cross,road
[8] road,important
[8] important,appointment
[8] appointment,obviously
[8] obviously,re
[8] re,doula
[8] doula,ve
[8] ve,places

Top Word Pairs in Tweet in G10:
[6] lava,jato
[4] daniel,silveira
[3] flávio,bolsonaro
[2] jefersondspg,chris_doula
[2] chris_doula,quando
[2] quando,deputado
[2] deputado,homenageia
[2] homenageia,ustra
[2] ustra,tem
[2] tem,conluio

Top Replied-To
Top Replied-To in Entire Graph:
@doula_lisa
@eilish_zapata
@mayaspoken
@carmen_lojo
@bigballslyrics
@thefemmemidwife
@ampaquismondo
@patinkinmandy
@allergyphd
@jennyapparatus

Top Replied-To in G1:

Top Replied-To in G2:
@ndiayeouz11
@elhadjikandji1
@baaymobreezy
@doudoutech44
@talibndiolfuta
@mdiankha_
@benemelo98
@ssaaliou_g
@ohcnafi
@awa_y8

Top Replied-To in G3:
@fbi
@kylegriffin1
@dearauntcrabby
@joncoopertweets
@judywoodruff
@therickwilson
@andrewfeinberg
@abihall_
@michaelcohen212
@asharangappa_

Top Replied-To in G4:
@mayaspoken
@mariasolis365
@aliciasanchez
@thefemmemidwife
@doooritochip

Top Replied-To in G5:
@thefemmemidwife
@_tynece
@hoodhealer
@allinmy_stef
@shessydlove
@celestialbeinq
@mssimona76
@herbadoula
@sayitvalencia
@tha1withdimples

Top Replied-To in G6:
@doula_lisa
@sheena_byrom
@gibblejo
@quashiemichelle
@rmorganbentley
@birthrightsorg
@butnotmaternity
@faizathemidwife
@doulamaddie
@drrchadwick

Top Replied-To in G7:
@eilish_zapata
@carmen_lojo
@rotoledoc
@verona5ber
@madredetragonas
@jramonfernandez
@youenna
@nannapatch
@pabloencanaria1
@cristinekwon

Top Replied-To in G8:
@welllitcandles
@jadaaunique
@myabadass8
@_iamtiredlord
@mariahfoxxx
@afrobruja
@crimsonwiccantv
@jessys_room
@jerseyqueen201
@powamowinstarot

Top Replied-To in G9:
@patinkinmandy
@brookesavagew
@viabrittney
@drop_it_baby
@xeminesiwayul
@francesss_3
@mindbodystreet
@myflorevolution
@kevinsdogmom
@moonbabycass

Top Replied-To in G10:
@chris_doula
@laertecoutinho1
@beruta
@jefersondspg
@lolaescreva
@davidmirandario
@isentaoraiz
@slpng_giants_pt
@danivictorious
@reinaldoazevedo

Top Mentioned
Top Mentioned in Entire Graph:
@mayaspoken
@mamemaodo1
@darlenemacauley
@thefemmemidwife
@blkinlactation
@eilish_zapata
@jramonfernandez
@upsidedownmama
@jordanctobias
@kashievans

Top Mentioned in G1:
@whenshove
@diasporafarms
@podscribeai
@omn1ra
@mizanzika

Top Mentioned in G2:
@mamemaodo1
@mamidia5
@niina_queenn
@usmannjaay
@xalilmbacke
@mohamed79419743
@serigne_fallouu
@morreal14
@daiivegalseiin
@atoumanee

Top Mentioned in G3:
@kylegriffin1
@dearauntcrabby
@projectlincoln
@maxboot
@joebiden
@nicolledwallace
@beschlossdc
@jrubinblogger
@tribelaw
@aweissmann_

Top Mentioned in G4:
@mayaspoken
@xoxorubenangel
@thefemmemidwife
@doooritochip
@aliciasanchez
@kelechnekoff
@hvillealrailfan

Top Mentioned in G5:
@thefemmemidwife
@blkinlactation
@jordanctobias
@doula4aqueen
@piscaprio
@francesss_3
@saryazen
@kindralevonne
@bellashanda
@uptownvillageny

Top Mentioned in G6:
@doula_lisa
@teamcmido
@sheena_byrom
@sarahnoble02
@aliwrightobgyn
@birthjoykemi
@natmatvoicesorg
@nadinedorries
@aims_online
@mariacbooker

Top Mentioned in G7:
@eilish_zapata
@jramonfernandez
@sonia_sanchez80
@carmen_lojo
@nopanaden
@abc_es
@helen_cor
@glo_fc
@ta121618
@esanga84esther

Top Mentioned in G8:
@amagiascensions
@afrobruja
@yourtime2mend
@nnlather
@nanimill21
@mariahfoxxx
@almosttasteful
@mrcplushies
@riverscidehb
@_ayd92

Top Mentioned in G9:
@patinkinmandy
@doulaschool
@swampgoop
@xeminesiwayul
@lordrih_
@wh0r3chacha
@mommysama
@txchildrenspr
@thewomanshosptx
@mayaspoken

Top Mentioned in G10:
@chris_doula
@beruta
@adsump
@jefersondspg
@davidmirandario
@theinterceptbr
@medicina_cfm
@twitterbrasil
@twitter
@direitasiqueira

Top Tweeters
Top Tweeters in Entire Graph:
@filafresh
@britpoptarts
@wnmcradio
@bloggedbyrain
@russelltim151
@brontyman
@armywrn
@businessinsider
@zeinobia
@diapermakeovers

Top Tweeters in G1:
@wnmcradio
@kompahontas
@atom_kane_
@ensbot
@pashapeculiar
@slapmydinosaur
@demorgen
@laranaoclara
@fantantonio
@capetalk

Top Tweeters in G2:
@juniorjoop
@gadiooumoul
@hashiimgueye1
@zahraaaaa_d
@thiessifall
@lamtoro95
@mc_evah
@momo_ndawi
@mouhamed__sylla
@khalil_og1

Top Tweeters in G3:
@brontyman
@businessinsider
@only4rm
@rolandsmartin
@lrozen
@demfromct
@foxnews
@radiofreetom
@thedailybeast
@abc

Top Tweeters in G4:
@britpoptarts
@armywrn
@gyalkapone
@cindyceemerson
@qweeniey
@jewelnotjule
@mavellahh
@bandobritt
@kingdavid23
@moniquedhooghe

Top Tweeters in G5:
@loofycat
@cashonthealtar
@brownandbella
@sheabutterbelle
@westcoastsuma
@muvaxxtei
@pmkfae
@c3lestialmuva
@tylasade
@ohny_

Top Tweeters in G6:
@jennythem
@kathevans2
@sheena_byrom
@whoseshoes
@desirreandrews
@conversationuk
@lizmayessex
@thelovelymaeve
@tg4tv
@nhsengland

Top Tweeters in G7:
@anaperezmartin
@abc_es
@johncanet
@raquelgarciade2
@madredetragonas
@cescept
@txellblanxer
@jramonfernandez
@desireesanz
@fguzon

Top Tweeters in G8:
@dahunnitoya
@jerseyqueen201
@taylormadee22
@dm0n3yy
@mrcplushies
@prettyoljam_
@jessys_room
@kayrenee1997
@flowersforamb
@_promise_marie

Top Tweeters in G9:
@aprylsmithts
@binkytoes
@77deedd
@sararose2480
@heavyonthetrack
@joannmom2
@readercatme
@jnaneswari1
@galia
@helengrayibclc

Top Tweeters in G10:
@adsump
@turquim5
@zehdeabreu
@uol
@lolaescreva
@brasil247
@ro_lustosa
@jjoaortt
@mdenser
@rafucko