doula, Twitter, 7/15/2019 7:56:03 PM, 203209


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doula_2019-07-15_10-21-51.xlsx
doula_2019-07-15_10-21-51.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 15, 2019
Short Description:
doula via NodeXL http://bit.ly/2k5DqtN
@doula_lisa
@doula_theou
@aoc
@gibblejo
@doula_mother
@tpm_journal
@essence
@guelphdoulas
@momandnewborn
@chris_doula

Top hashtags:
#doula
#birth
#mother
#breastfeeding
#baby
#ibclc
#doulas
#childbirth
#postpartum
#pregnancy

Description:
Description
The graph represents a network of 4,452 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, 15 July 2019 at 17:23 UTC.

The requested start date was Sunday, 14 July 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 23-hour, 51-minute period from Sunday, 30 June 2019 at 00:09 UTC to Sunday, 14 July 2019 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 : 4452
Unique Edges : 5555
Edges With Duplicates : 3138
Total Edges : 8693
Number of Edge Types : 3
Replies to : 1022
Tweet : 2351
Mentions : 5320
Self-Loops : 2351
Reciprocated Vertex Pair Ratio : 0.0622837370242215
Reciprocated Edge Ratio : 0.117263843648208
Connected Components : 1171
Single-Vertex Connected Components : 647
Maximum Vertices in a Connected Component : 921
Maximum Edges in a Connected Component : 3054
Maximum Geodesic Distance (Diameter) : 27
Average Geodesic Distance : 6.539933
Graph Density : 0.000263374998965475
Modularity : 0.597055
NodeXL Version : 1.0.1.415

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[25] https://pjmedia.com/parenting/colorado-doula-and-assault-survivor-investigated-by-dhs-for-refusing-male-nurse-during-birth/
[19] https://www.fastcompany.com/90371991/end-of-life-doula-on-work-life-balance?partner=rss&utm_source=twitter.com&utm_medium=social&utm_campaign=rss+fastcompany&utm_content=rss
[19] https://soundcloud.com/user-570908584/lets-affirm-pleasure-w-evyan-whitney
[19] https://podcasts.apple.com/us/podcast/ms-vixen-the-podcast/id1466581080?i=1000442521670
[16] https://twitter.com/ITVTonight/status/1118839097601118209
[15] https://www.youtube.com/watch?v=08-uHZA02-g&feature=youtu.be

[14] http://www.twittascope.com/?sign=7
[14] http://praeclaruspress.com
[13] https://www.fastcompany.com/90371991/end-of-life-doula-on-work-life-balance
[13] https://www.bustle.com/p/how-the-fetal-personhood-movement-affects-pregnant-people-according-to-a-doula-18183178

Top URLs in Tweet in G1:
[14] http://www.twittascope.com/?sign=7
[10] |
[9] https://www.bustle.com/p/how-the-fetal-personhood-movement-affects-pregnant-people-according-to-a-doula-18183178
[8] https://www.fastcompany.com/90371991/end-of-life-doula-on-work-life-balance?partner=feedburner&utm_source=dlvr.it&utm_medium=twitter&utm_campaign=feedburner%20fastcompany&utm_content=feedburner
[8] https://www.fastcompany.com/90371991/end-of-life-doula-on-work-life-balance
[7] https://www.thesocial.me/side-hustle-erykah-badu-has-birthed-over-40-babies-as-a-doula/?utm_source=ref&utm_medium=me&utm_campaign=1epps
[7] http://blacktradelines.com
[6] https://www.facebook.com/heathermayerdoula/
[5] https://www.youtube.com/watch?v=nggENLhUnfw&feature=youtu.be

[5] Sacred

Top URLs in Tweet in G2:
[2] https://twitter.com/j_livres/status/1146228736116842499
[2] https://veja.abril.com.br/brasil/para-lula-moro-deve-abrir-celular-a-pf-e-um-dia-tera-que-pedir-perdao/
[2] https://cbn.globoradio.globo.com/media/audio/79383/delacoes-mostram-que-dilma-sofreu-impeachment-porq.htm
[2] https://www.correiobraziliense.com.br/app/noticia/politica/2019/06/29/interna_politica,766779/procuradores-defendem-moro.shtml
[2] https://www1.folha.uol.com.br/poder/2019/07/familia-de-petra-costa-de-democracia-em-vertigem-tem-elo-antigo-com-a-de-lula.shtml?utm_source=twitter&utm_medium=social&utm_campaign=twfolha
[2] https://noticias.uol.com.br/meio-ambiente/ultimas-noticias/reporter-brasil/2019/07/03/vetado-na-europa-frango-contaminado-por-salmonela-e-revendido-no-brasil.htm
[2] https://noticias.uol.com.br/politica/ultimas-noticias/2019/07/08/stf-tolerou-abusos-cometidos-pela-lava-jato-diz-ex-presidente-do-supremo.htm?utm_source=twitter&utm_medium=social-media&utm_content=geral&utm_campaign=noticias
[2] https://blogs.oglobo.globo.com/ancelmo/post/empresario-preso-na-lava-jato-e-mais-um-que-mora-no-mesmo-condominio-que-bolsonaro.html
[2] https://exame.abril.com.br/estilo-de-vida/bono-do-u2-compara-bolsonaro-a-diabo-em-show-na-irlanda/
[2] https://veja.abril.com.br/politica/sergio-moro-combinava-com-o-mpf-datas-de-operacoes-da-lava-jato/

Top URLs in Tweet in G3:
[15] https://www.youtube.com/watch?v=08-uHZA02-g&feature=youtu.be

[2] https://ihv.org.uk/news-and-views/voices/reflecting-on-a-personal-journey-into-involving-women-in-creating-maternity-care/
[2] https://metro.co.uk/2019/06/29/stormzy-is-the-leader-this-country-needs-10089924/amp/
[2] https://twitter.com/clarellaw/status/1148962091845529601
[2] https://www.nickiburnett.co.uk/blog/doulas-and-caesarean-birth
[1] https://twitter.com/NatMatVoicesorg/status/1146671025985335297
[1] https://twitter.com/CLAHRC_SL/status/1149228776930381824
[1] https://twitter.com/sandra_sjp/status/1148735490205671424
[1] https://twitter.com/birthrightsorg/status/1148947796411723776
[1] https://www.england.nhs.uk/participation/get-involved/opportunities/

Top URLs in Tweet in G4:
[3] https://twitter.com/nbcnews/status/1145231925369593856
[3] https://twitter.com/eorden/status/1148606992308670464
[2] https://newrepublic.com/minutes/143447/major-asthma-drugmaker-quietly-investing-coal-side
[2] https://twitter.com/THR/status/722464663095476224
[2] https://twitter.com/HouseDemocrats/status/1149856308801286148
[2] https://www.dona.org/hipaa-doula/
[2] https://www.essence.com/feature/things-black-women-know-about-finding-hiring-a-doula/
[2] https://www.essence.com/news/pete-buttigieg-douglass-plan/
[2] https://twitter.com/parhamghobadi/status/1145074623035449357
[2] https://twitter.com/thehill/status/1145389032886681601

Top URLs in Tweet in G5:
[1] https://www.gofundme.com/f/help-june-train-as-a-birth-and-postpartum-doula&rcid=r01-156269930531-90d793005e9e4e23&pc=ot_co_campmgmt_w
[1] https://twitter.com/auntieeva7/status/1147141602919571456
[1] https://twitter.com/lovestephgee/status/1146130988176728064
[1] https://twitter.com/juneericudorie/status/1148670730231373824

Top URLs in Tweet in G6:
[14] http://praeclaruspress.com
[11] http://www.vdh.virginia.gov/content/uploads/sites/116/2016/11/BreastfeedingCoordinatorList.pdf
[9] https://www.amazon.com/Birth-Ambassadors-Re-Emergence-Woman-Supported-America/dp/1939807069
[8] https://www.shutterstock.com/g/KenTackett?sort=newest
[8] https://www.shutterstock.com/g/KenTackett?rid=178334466&utm_medium=email&utm_source=ctrbreferral-link
[7] https://www.saltystork.com
[6] https://www.facebook.com/BreastfeedingSupportSingapore/
[6] https://www.lluvialuna.com/
[5] https://www.ashleypickett.com/
[4] http://gonneke/

Top URLs in Tweet in G8:
[15] https://twitter.com/ITVTonight/status/1118839097601118209
[2] https://www.independent.co.uk/life-style/women/doula-meghan-markle-royal-baby-lauren-mischcon-prince-harry-a8876786.html?amp&__twitter_impression=true
[2] https://twitter.com/itvtonight/status/1118839097601118209

Top URLs in Tweet in G9:
[2] https://twitter.com/elmo_27/status/1148463756617375744
[2] https://twitter.com/Sobhey001/status/1145377640368562176
[2] https://www.facebook.com/100000681662167/posts/2507595879273110/
[2] https://m.facebook.com/story.php?story_fbid=2607591312586946&id=100000083075561
[1] https://twitter.com/FilGoal/status/1145052360722571265
[1] https://twitter.com/FilGoal/status/1145443387207835648
[1] https://twitter.com/HebaShabasy/status/1145839925746634752
[1] https://twitter.com/yasmin_fared/status/1145827004144635904
[1] https://twitter.com/Maiisayd/status/1145931883173339136
[1] https://twitter.com/mohamadyasserMo/status/1146021270989004800

Top URLs in Tweet in G10:
[1] https://twitter.com/MehdiAlioui/status/1149626418877198337
[1] https://twitter.com/bouzidichalalen/status/1149649266803011584
[1] https://twitter.com/radioalgerie_ar/status/1149994359410110466

Top Domains
Top Domains in Tweet in Entire Graph:
[460] twitter.com
[167] instagram.com
[143] inspiredbirthpro.com
[76] facebook.com
[53] fastcompany.com
[34] com.br
[26] pjmedia.com
[26] youtube.com
[26] etsy.com
[22] praeclaruspress.com

Top Domains in Tweet in G1:
[105] instagram.com
[49] facebook.com
[35] twitter.com
[26] fastcompany.com
[21] saramadeleine.se
[14] twittascope.com
[13] thesocial.me
[12] consciousdyinginstitute.com
[10] mailchi.mp
[9] bustle.com

Top Domains in Tweet in G2:
[208] twitter.com
[32] com.br
[8] globo.com
[6] bit.ly
[2] youtube.com
[2] brasil247.com
[2] change.org
[2] tijolaco.net
[1] outline.com
[1] luizmuller.com

Top Domains in Tweet in G3:
[25] twitter.com
[16] youtube.com
[6] co.uk
[5] org.uk
[2] nhs.uk
[1] mailchi.mp
[1] mit.edu
[1] wordpress.com

Top Domains in Tweet in G4:
[79] twitter.com
[7] washingtonpost.com
[4] essence.com
[4] thebirthgeeks.com
[3] dona.org
[3] forbes.com
[3] slate.com
[2] newrepublic.com
[2] theguardian.com
[2] trib.al

Top Domains in Tweet in G5:
[3] twitter.com
[1] gofundme.com

Top Domains in Tweet in G6:
[22] praeclaruspress.com
[16] shutterstock.com
[11] virginia.gov
[9] amazon.com
[9] twitter.com
[8] instagram.com
[7] saltystork.com
[7] facebook.com
[7] lifedeathwhatever.com
[6] constantcontact.com

Top Domains in Tweet in G8:
[17] twitter.com
[2] co.uk

Top Domains in Tweet in G9:
[16] twitter.com
[6] facebook.com
[1] cies.org
[1] bit.ly
[1] reuters.com
[1] ecesr.org
[1] trib.al

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[585] doula
[139] birth
[83] mother
[73] breastfeeding
[73] baby
[72] ibclc
[64] doulas
[52] childbirth
[51] postpartum
[45] pregnancy



Top Hashtags in Tweet in G1:
[146] doula
[44] birth
[22] birthdoula
[21] pregnancy
[20] postpartum
[15] deathdoula
[14] support
[14] birthworker
[14] motherhood
[13] baby

Top Hashtags in Tweet in G2:
[37] euapoiotheintercept
[27] morocorrupto
[13] euapoiotheinterceptbr
[11] vazajato
[8] morotraidordapatria
[6] lulalivreurgente
[6] bolsonaroenvergonhaobrasil
[6] reformainjusta
[5] morojuizladrao
[5] lulalivrequintasdv

Top Hashtags in Tweet in G3:
[41] cocreatingwelfare
[30] betterbirths
[26] continuityofcare
[12] matvoices
[9] hannahraymentjones
[9] digitalmaternity
[8] maternity
[8] doula
[7] birth
[6] coproweek

Top Hashtags in Tweet in G4:
[17] doula
[4] postpartum
[3] closethecamps
[3] doulalife
[2] moms
[2] impeachmentinquirynow
[2] hisnamewasottowarmbier
[2] trumpparade
[2] impeachmentinquiry
[2] salutetoamerica

Top Hashtags in Tweet in G5:
[1] blackbirthsmatter
[1] productivityishowimeasuremyselfworth
[1] needanap

Top Hashtags in Tweet in G6:
[78] doula
[71] ibclc
[67] mother
[54] breastfeeding
[53] birth
[50] baby
[29] childbirth
[15] art
[7] womenshealth
[7] labor

Top Hashtags in Tweet in G7:
[1] celibatairedouniit
[1] mindset
[1] espritgagnant
[1] dieulsounioubacgnibi

Top Hashtags in Tweet in G8:
[2] meghanmarkle
[1] itvtonight

Top Hashtags in Tweet in G9:
[4] legacy
[3] الحرية_لمعتقلي_الامل
[3] اربعينيه_مجزره_القياده
[2] تكتكها_يا_كريم
[2] heritage
[2] aswan
[2] أسوان
[2] ابواب_الخير
[2] مصر_جنوب_افريقيا
[2] اتحاد_الكوره

Top Hashtags in Tweet in G10:
[13] doula_madania_machi_3asskaria
[11] alger
[2] yetna7aw_ga3
[2] hirak
[1] دولة_مدنية_ماشي_عسكرية
[1] حراك_12_جويلية
[1] ihaveadream
[1] auxcasernes

Top Words
Top Words in Tweet in Entire Graph:
[2989] Words in Sentiment List#1: Positive
[1964] Words in Sentiment List#2: Negative
[22] Words in Sentiment List#3: Angry/Violent
[118063] Non-categorized Words
[123017] Total Words
[2440] doula
[791] ø
[588] ã
[581] #doula
[521] ù

Top Words in Tweet in G1:
[693] doula
[145] #doula
[135] birth
[96] s
[86] â
[67] ðÿ
[62] e
[58] more
[55] ã
[47] one

Top Words in Tweet in G2:
[239] e
[196] ðÿ
[147] da
[139] ã
[133] é
[123] não
[120] chris_doula
[95] moro
[82] em
[81] os

Top Words in Tweet in G3:
[136] doula_lisa
[55] cocreatewelfare
[51] dunkleybent
[49] natmatvoicesorg
[41] marynewburn1
[41] #cocreatingwelfare
[40] co
[31] see
[31] kate
[30] ðÿ

Top Words in Tweet in G4:
[117] trump
[97] s
[51] t
[47] more
[42] people
[32] president
[30] now
[27] out
[27] epstein
[26] â

Top Words in Tweet in G5:
[154] juneericudorie
[153] black
[150] restless
[150] learning
[150] fatal
[150] maternal
[150] mortality
[150] deaths
[150] women
[20] doula

Top Words in Tweet in G6:
[113] doula
[80] ibclc
[78] #doula
[71] praeclarus
[71] press
[71] #ibclc
[67] #mother
[61] com
[60] up
[60] ken

Top Words in Tweet in G7:
[215] na
[172] meune
[86] ay
[58] bi
[57] wax
[47] li
[46] à
[44] mouride
[44] serigne
[43] bimou

Top Words in Tweet in G8:
[69] doula
[46] meghan
[45] media
[39] godparents
[36] meghan's
[34] press
[25] lauren
[24] private
[24] woman
[23] mishcon

Top Words in Tweet in G9:
[725] ø
[477] ù
[66] و
[61] من
[48] ùšø
[45] ùš
[39] في
[32] ùšù
[25] ðÿ
[24] ùˆø

Top Words in Tweet in G10:
[75] doula
[49] machi
[44] qui
[34] les
[31] madania
[24] vendredi
[23] medtaha44527981
[22] pour
[22] madaniya
[22] et

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[353] ø,ø
[284] ø,ù
[245] ù,ø
[207] ðÿ,ðÿ
[197] ã,ã
[176] meune,na
[171] black,women
[156] maternal,mortality
[152] restless,learning
[152] learning,fatal

Top Word Pairs in Tweet in G1:
[33] death,doula
[28] â,â
[24] ðÿ,ðÿ
[23] doula,training
[23] postpartum,doula
[22] birth,doula
[21] s,death
[21] orsakullan,som
[21] som,blev
[21] blev,mamma

Top Word Pairs in Tweet in G2:
[93] ðÿ,ðÿ
[24] lava,jato
[22] #euapoiotheintercept,ðÿ
[13] bandido,bom
[13] bom,é
[12] é,bandido
[11] nã,ã
[11] reforma,da
[11] não,é
[10] #morocorrupto,ðÿ

Top Word Pairs in Tweet in G3:
[23] co,creation
[22] doula_lisa,talking
[21] gemmaspearce,paul_idtu
[17] ðÿ,ðÿ
[17] cocreatewelfare,doula_lisa
[15] highlights,uk
[15] uk,#cocreatingwelfare
[15] #cocreatingwelfare,event
[15] event,more
[15] more,films

Top Word Pairs in Tweet in G4:
[13] jeffrey,epstein
[11] north,korea
[11] don,t
[10] trump,s
[9] border,patrol
[8] itâ,s
[8] president,trump
[8] foreign,policy
[7] supreme,court
[7] revolutionary,war

Top Word Pairs in Tweet in G5:
[150] restless,learning
[150] learning,fatal
[150] fatal,maternal
[150] maternal,mortality
[150] mortality,deaths
[150] deaths,black
[150] black,women
[149] juneericudorie,restless
[6] doula,training
[4] honor,helping

Top Word Pairs in Tweet in G6:
[71] praeclarus,press
[54] round,up
[54] ken,praeclaruspress
[54] praeclaruspress,com
[48] community,round
[44] com,share
[44] share,info
[42] #mother,#baby
[42] press,community
[38] contact,ken

Top Word Pairs in Tweet in G7:
[172] meune,na
[44] serigne,bi
[43] bimou,amei
[43] amei,ay
[43] ay,mouride
[43] mouride,younane
[43] younane,li
[43] li,serigne
[43] bi,wax
[43] wax,noko

Top Word Pairs in Tweet in G8:
[33] meghan's,doula
[22] lauren,mishcon
[19] uk,media
[17] mishcon,words
[17] words,falsely
[17] falsely,identified
[17] identified,press
[17] press,meghan's
[16] wayaheaduk,lauren
[15] godparents,wish

Top Word Pairs in Tweet in G9:
[320] ø,ø
[265] ø,ù
[231] ù,ø
[116] ù,ù
[29] ù,ùš
[25] ø,ùšø
[21] ùš,ø
[20] ùšø,ø
[17] øªø,ø
[16] ù,ùšù

Top Word Pairs in Tweet in G10:
[31] doula,madania
[22] doula,madaniya
[21] madaniya,machi
[19] je,rêve
[19] rêve,d
[19] d,joueur
[19] joueur,qui
[19] qui,plante
[19] plante,triplé
[19] triplé,ce

Top Replied-To
Top Replied-To in Entire Graph:
@chris_doula
@doula_lisa
@lolalow6
@_doula__
@moonchild_doula
@mummytales
@sagefemmesb
@lg_rdt
@doula__92
@alessandropt89

Top Replied-To in G2:
@chris_doula
@alessandropt89
@_lavoisier
@vichinacresh
@zehdeabreu
@theinterceptbr
@flaviodino
@semritalina
@com_kryz
@jandira_feghali

Top Replied-To in G3:
@doula_lisa
@cocreatewelfare
@dunkleybent
@jameslaja1
@juliette_ward
@natalieshamash
@daddyrog
@midwife_claire
@ihealthvisiting
@godfrey_isaacs

Top Replied-To in G4:
@fiverr_doula
@thehill
@petebuttigieg
@aptaube
@wiki_socialist
@mags_mclaugh
@billkristol
@ewarren
@femmist
@radiofreetom

Top Replied-To in G5:
@juneericudorie
@tamakloeee
@embodiedtales
@blewyn

Top Replied-To in G6:
@sagefemmesb
@millihill
@philballrn
@lifedeathwhat
@livingwelldying
@drtraceyc
@hannahdahlen
@ellamaclictor
@wendypmitchell
@anna_eol_doula

Top Replied-To in G7:
@piibouund
@baabsdia
@mamouubee
@mou_nass
@ramakb2_0
@amadoualydiop
@mrskarmeel
@mlle_maal
@xxvvimmxvi
@doctorlove475

Top Replied-To in G8:
@royalreporter
@royalarjan
@larissabona
@katemcambridge
@chrisshipitv
@susiej7567
@piersmorgan
@cmgarner_garner
@queenofthroness
@mirrorroyal

Top Replied-To in G9:
@doula__92
@monznomad
@emanabdelghanyy
@maiisayd
@2247roza
@ferjanisassi
@elmo_27
@knkfanyeen
@doula_bnt_eissa

Top Replied-To in G10:
@so_f_i_a_
@mzr_islem
@sacha89953298

Top Mentioned
Top Mentioned in Entire Graph:
@juneericudorie
@doula_lisa
@darlenemacauley
@chris_doula
@_joydoe
@cocreatewelfare
@naral
@natmatvoicesorg
@dunkleybent
@marynewburn1

Top Mentioned in G1:
@blacktradelines
@roaming_mommy
@mainedoula
@irisanya
@ecoledoula

Top Mentioned in G2:
@chris_doula
@ggreenwald
@sf_moro
@delucca
@haddaddebochado
@veja
@zehdeabreu
@depjoaodanielpt
@lucia_isaura
@theinterceptbr

Top Mentioned in G3:
@doula_lisa
@cocreatewelfare
@natmatvoicesorg
@dunkleybent
@marynewburn1
@sandalljane
@victoriarm6
@gemmaspearce
@paul_idtu
@clahrc_sl

Top Mentioned in G4:
@speakerpelosi
@aoc
@realdonaldtrump
@tribelaw
@donaintl
@joycewhitevance
@postopinions
@repjerrynadler
@senschumer
@robinpregnancy

Top Mentioned in G5:
@juneericudorie
@lovestephgee
@pennyred
@tamakloeee
@sslonewriter

Top Mentioned in G6:
@millihill
@jennythem
@doula_lisa
@frankacadee
@francesca343
@thelovelymaeve
@sagefemmesb
@hannahdahlen
@drtraceyc
@jacquegerrard

Top Mentioned in G7:
@skskhadija
@kyaabae
@piibouund
@mou_nass
@hmouride
@miissdembouz
@latyrdiouff
@lemouridepost
@ramakb2_0
@tidianebousso

Top Mentioned in G8:
@wayaheaduk
@connie19901
@itvtonight
@re_dailymail
@royalreporter
@byqueenvic
@royalfamily
@royalobsessed
@tymemiss
@scobie

Top Mentioned in G9:
@yadaweya
@filgoal
@doula__92
@khaledelbalshy
@haithamtabei
@omdae75
@monasosh
@bassant_maximus
@dina_eltorky
@musarhan_

Top Mentioned in G10:
@medtaha44527981
@sabribac
@o_olamia
@leilaberatto
@so_f_i_a_
@nabilmellah
@mujahind
@mbv_77

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@blacktradelines
@scarfizal
@jim_peoples_
@leratomannya
@joefreedomlove
@carmillalusta
@bannerite
@safaricomplc
@daily_express

Top Tweeters in G1:
@occuworld
@blacktradelines
@joefreedomlove
@lucas_wyrsch
@kstexwart
@yourhoodlawyer
@chandachacon
@drfeelgoodjobs
@pixelfish
@xonnadivine

Top Tweeters in G2:
@uolnoticias
@folha
@zehdeabreu
@jornaloglobo
@estadao
@correio
@uol
@veja
@mariluparreiras
@mendesonca

Top Tweeters in G3:
@kathevans2
@whoseshoes
@iangould5
@christi85573643
@davidleanleano
@kennygibsonnhs
@borntoosoonkh
@leighakendall
@warnetony
@irisbenson100

Top Tweeters in G4:
@thehill
@new_narrative
@huffpostpol
@therickwilson
@wsj
@radiofreetom
@b52malmet
@leahmcelrath
@cbsnews
@nbcnews

Top Tweeters in G5:
@leratomannya
@flotuk
@ms_peaceweaver
@avocalistsrival
@hisfanatic
@shannonaber
@murjanian
@ragnell
@sunrainsunrain
@afrojediii

Top Tweeters in G6:
@nytimes
@nembotavy_0101
@abcnews
@wenurses
@jennythem
@sagefemmesb
@anniecoops
@agencynurse
@4adsthepoet
@emmadixon_eu

Top Tweeters in G7:
@bambakhadiim_
@smuhammad__
@xxvvimmxvi
@doctorlove475
@seydinaseye
@piibouund
@mouhamed__sylla
@mlle_maal
@aminaa_ba
@mahometmdiop

Top Tweeters in G8:
@daily_express
@dailymirror
@thesun
@rebelliousval
@dailymail
@piersmorgan
@dazzlegal
@theroyalcrabbit
@royallypetite
@itv

Top Tweeters in G9:
@3arabawy
@kazakhelo
@etshhh
@filgoal
@sobhey001
@yosefahmed11
@themiica
@cnnarabic
@fondo81
@omdae75

Top Tweeters in G10:
@libreverbe
@so_f_i_a_
@lyesdah
@yousrsharawy
@leilaberatto
@arezki_iv
@o_olamia
@gaia__317
@massinissa1973
@lordz08


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