doula, Twitter, 4/21/2019 7:36:37 PM, 194466


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doula_2019-04-21_10-21-51.xlsx
doula_2019-04-21_10-21-51.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 21, 2019
Short Description:
doula via NodeXL http://bit.ly/2KRGtCx
@chris_doula
@doula_lisa
@kathevans2
@blkmamasmatter
@livingwelldying
@lucyalexandria
@natalievelement
@anna_eol_doula
@dyingmatters
@lifedeathwhat

Top hashtags:
#doula
#fivethings
#blackmaternalhealthweek
#bmhw19
#birth

Description:
Description
The graph represents a network of 4,369 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 Sunday, 21 April 2019 at 17:23 UTC.

The requested start date was Sunday, 21 April 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 10-day, 4-hour, 3-minute period from Wednesday, 10 April 2019 at 19:57 UTC to Sunday, 21 April 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 : 4369
Unique Edges : 5364
Edges With Duplicates : 4060
Total Edges : 9424
Number of Edge Types : 3
Mentions : 5938
Tweet : 2586
Replies to : 900
Self-Loops : 2586
Reciprocated Vertex Pair Ratio : 0.0509633312616532
Reciprocated Edge Ratio : 0.0969840331164991
Connected Components : 991
Single-Vertex Connected Components : 539
Maximum Vertices in a Connected Component : 874
Maximum Edges in a Connected Component : 2942
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.583868
Graph Density : 0.000265827671984687
Modularity : 0.55358
NodeXL Version : 1.0.1.410

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[33] https://DoulasofTroy.as.me/
[19] https://swarajyamag.com/insta/bangladesh-burqa-clad-men-murder-sexual-abuse-victim-for-not-withdrawing-case-against-madrasa-principal
[18] https://www.doulasoftroy.com/
[11] https://fabnhsstuff.net/fab-stuff/new-midwifery-team-developed-to-improve-continuity-of-carer
[11] https://www.facebook.com/heathermayerdoula/
[11] https://upriseri.com/2019-03-15-doulas/?platform=hootsuite
[10] https://twitter.com/lifedeathwhat/status/1118085944664580096
[10] http://www.twittascope.com/?sign=7
[10] https://www.amazon.com/Birth-Ambassadors-Re-Emergence-Woman-Supported-America/dp/1939807069
[10] https://www.bbc.co.uk/news/uk-england-47115305

Top URLs in Tweet in G1:
[4] https://blogdosakamoto.blogosfera.uol.com.br/2019/04/12/perdao-bilionario-a-fazendeiros-desmoralizaria-reforma-da-previdencia/
[4] https://twitter.com/jairbolsonaro/status/1116328402133422080
[3] https://theintercept.com/2019/04/15/danilo-gentili-processa-criticos/
[3] https://www.haaretz.com/israel-news/israel-s-yad-vashem-rebukes-bolsonaro-for-saying-holocaust-crimes-can-be-forgiven-1.7111990
[3] https://twitter.com/folha/status/1116759395193499648
[3] https://twitter.com/raullsantiago/status/1117920230867648514
[3] https://www1.folha.uol.com.br/colunas/monicabergamo/2019/04/stf-deve-revogar-decisao-de-fux-de-censurar-entrevista-de-lula.shtml
[2] https://www.instagram.com/_midiamor/p/BwQF1Nugx0Y/?utm_source=ig_share_sheet&igshid=18behkox7z1kg
[2] https://outline.com/fdUdqg?utm_content=buffer54fbf&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.metropoles.com/distrito-federal/moro-autoriza-uso-da-forca-nacional-em-manifestacoes-na-esplanada?utm_content=buffera6eba&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G2:
[33] https://DoulasofTroy.as.me/
[18] https://www.doulasoftroy.com/
[10] https://upriseri.com/2019-03-15-doulas/?platform=hootsuite
[10] https://www.amazon.com/Birth-Ambassadors-Re-Emergence-Woman-Supported-America/dp/1939807069
[10] http://www.twittascope.com/?sign=7
[6] https://www.youtube.com/watch?v=nggENLhUnfw&feature=youtu.be

[3] https://myprivacy.persgroep.net/?siteKey=Uqxf9TXhjmaG4pbQ&callbackUrl=https%3a%2f%2fwww.hln.be%2fprivacy-wall%2faccept%3fredirectUri%3d%2fnina%2ffamilie%2fmeghan-markle-wil-bevallen-met-een-doula-en-hypnobirthing-maar-wat-is-dat-precies%7ea274c5c6%2f
[3] https://sb24horas.com.br/programa-olhar-feminino-recebe-a-fisioterapeuta-e-doula-mariana-majolli/
[3] https://doula-yourlife.jimdofree.com/
[3] http://blacktradelines.com

Top URLs in Tweet in G3:
[10] https://twitter.com/lifedeathwhat/status/1118085944664580096
[7] https://twitter.com/lifedeathwhat/status/1116934982642163712
[7] http://www.lifedeathwhatever.com/five-things-blog/five-things-i-didnt-realise-would-happen-when-you-lose-someone-suddenly-until-it-happened-to-me-by-jools-barsky
[6] https://twitter.com/LifeDeathWhat/status/1116262025104101376
[6] https://twitter.com/lifedeathwhat/status/1116668694971723779
[6] http://www.lifedeathwhatever.com/five-things-blog/five-things-that-helped-us-to-support-two-young-children-when-their-mum-died-by-not-your-average-family
[6] https://www.eventbrite.co.uk/e/the-role-of-a-death-doula-the-big-conversation-tickets-58850643860
[5] https://twitter.com/LifeDeathWhat/status/1117680376816783360
[5] http://www.lifedeathwhatever.com/five-things-blog/five-things-ive-learnt-about-supporting-traumatised-people-after-the-traumatic-loss-of-almost-all-of-my-family-by-the-fandangoe-kid
[4] https://twitter.com/louisehead18/status/1117851262081490944

Top URLs in Tweet in G4:
[11] https://fabnhsstuff.net/fab-stuff/new-midwifery-team-developed-to-improve-continuity-of-carer
[10] https://www.bbc.co.uk/news/uk-england-47115305
[7] https://globaldoula.com/doula-blog-racial-disparities-in-childbirth
[4] https://podcasts.apple.com/gb/podcast/the-kings-fund-podcast/id1363947403?i=1000433903115
[4] http://catalysta.net/the-beautiful-work-challenge/
[2] https://twitter.com/nhsswft/status/1113375200161206272
[1] https://twitter.com/BfBerkshire/status/1119629736119033856
[1] https://www.independent.co.uk/life-style/women/home-births-royal-baby-meghan-markle-windsor-pregnancy-a8872641.html?amp
[1] https://twitter.com/swftmatpship/status/1116466687258312709
[1] https://twitter.com/SMH_GynMatNicu/status/1116426429833601024

Top URLs in Tweet in G5:
[4] https://www.huffpost.com/entry/why-we-need-more-black-doulas_l_5c6aff56e4b0b9cc78ff2b3f?ncid=tweetlnkushpmg00000041&ncid=tweetlnkushpmg00000051&utm_campaign=hp_fb_pages&ncid=fcbklnkushpmg00000047&utm_medium=facebook&utm_source=bv_fb
[3] https://www.doulachronicles.com/blog/2017/11/1/top-25-books-every-doula-should-read
[2] https://www.rosewoodbirthconsulting.com/doula-trainings
[2] https://twitter.com/BlkMamasMatter/status/1116059560828186629
[2] https://twitter.com/sciam/status/1118257817276887040
[2] https://healthlaw.org/the-doula-difference-state-and-federal-bills-aim-at-reducing-maternal-health-disparities-through-doula-services/
[1] https://www.eventbrite.com/e/contract-writing-workshop-for-birth-doulas-tickets-59790722661
[1] https://www.eventbrite.com/e/contract-writing-workshop-for-postpartum-doulas-tickets-59790744727
[1] https://twitter.com/birthpositive/status/1113719058661355520
[1] https://www.linkedin.com/pulse/why-do-doulas-cost-so-much-emily-flynn/

Top URLs in Tweet in G6:
[2] https://slate.com/business/2019/04/republicans-kill-herman-cain-fed-nomination-stephen-moores.html?via=rss_socialflow_twitter
[2] https://twitter.com/dyllyp/status/1117283468126212096
[2] https://twitter.com/aclu/status/1116428790312390658
[2] https://twitter.com/thehill/status/1116634813576835072
[2] https://twitter.com/i/broadcasts/1BRJjvbqvPNJw
[2] https://www.washingtonpost.com/news/politics/wp/2019/04/10/treasury-denies-democrats-request-to-hand-over-trumps-tax-returns-by-the-end-of-wednesday-says-it-will-confer-with-justice/?tid=ss_tw&utm_term=.a23af185b22c
[2] https://twitter.com/eucopresident/status/1117848950742978560
[2] https://twitter.com/annalecta/status/1117920751565385731
[2] https://www.justsecurity.org/63635/barrs-playbook-he-misled-congress-when-omitting-parts-of-justice-dept-memo-in-1989/
[2] https://twitter.com/timothydsnyder/status/1117433517691015168

Top URLs in Tweet in G8:
[2] https://twitter.com/SR4capitaine/status/1116326985083564033
[1] https://twitter.com/biibaa_T/status/1117537259388059649

Top URLs in Tweet in G10:
[2] https://www.nytimes.com/2019/04/10/science/black-hole-picture.html
[1] https://www.scribd.com/document/406729844/Mueller-Report
[1] https://twitter.com/ShaneGoldmacher/status/1118176763526434817
[1] https://twitter.com/MsMaheenAhmed/status/1117084384614473729
[1] https://twitter.com/cum_goblin69/status/1116103661267161089?s=21

Top Domains
Top Domains in Tweet in Entire Graph:
[583] twitter.com
[155] com.br
[131] instagram.com
[114] inspiredbirthpro.com
[105] facebook.com
[80] co.uk
[60] lifedeathwhatever.com
[33] as.me
[30] globo.com
[22] brasil247.com

Top Domains in Tweet in G1:
[240] twitter.com
[150] com.br
[30] globo.com
[22] brasil247.com
[10] theintercept.com
[7] bit.ly
[5] jornalistaslivres.org
[4] youtube.com
[4] org.br
[3] haaretz.com

Top Domains in Tweet in G2:
[86] instagram.com
[67] facebook.com
[33] as.me
[30] twitter.com
[18] doulasoftroy.com
[18] ameblo.jp
[15] co.uk
[14] saramadeleine.se
[11] youtube.com
[11] amazon.com

Top Domains in Tweet in G3:
[154] twitter.com
[60] lifedeathwhatever.com
[11] co.uk
[6] nytimes.com
[6] bit.ly
[5] instagram.com
[4] org.uk
[2] cbc.ca
[2] wordpress.com
[2] motherofalllists.com

Top Domains in Tweet in G4:
[16] twitter.com
[14] co.uk
[11] fabnhsstuff.net
[7] globaldoula.com
[4] apple.com
[4] catalysta.net
[1] torontodoulagroup.com
[1] facebook.com
[1] instagram.com
[1] maternalmentalhealthalliance.org

Top Domains in Tweet in G5:
[12] twitter.com
[11] facebook.com
[6] instagram.com
[4] huffpost.com
[3] rosewoodbirthconsulting.com
[3] jhu.edu
[3] blogtalkradio.com
[3] doulachronicles.com
[2] eventbrite.com
[2] everymothercounts.org

Top Domains in Tweet in G6:
[52] twitter.com
[9] washingtonpost.com
[3] wapo.st
[2] slate.com
[2] justsecurity.org
[2] theweek.com
[2] politico.com
[2] thebulwark.com
[2] cnn.com
[2] thedailybeast.com

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

Top Domains in Tweet in G10:
[3] twitter.com
[2] nytimes.com
[1] scribd.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[475] doula
[223] fivethings
[134] blackmaternalhealthweek
[121] bmhw19
[93] birth
[58] pregnancy
[54] blackmamasmatter
[44] lifedeathwhatever
[37] birthdoula
[37] midwife



Top Hashtags in Tweet in G1:
[18] lulalivresextasdv
[11] lulalivresegundasdv
[11] lulalivretercasdv
[11] falalula
[10] lulalivrequintasdv
[10] lulalivre
[10] lulalivresabadosdv
[6] bolsonaroenvergonhaobrasil
[4] lulalivrequartasdv
[4] 100nada

Top Hashtags in Tweet in G2:
[142] doula
[51] birth
[27] pregnancy
[27] birthdoula
[24] doulalife
[16] troy
[16] troyny
[14] baby
[14] pregnancysupport
[14] albany

Top Hashtags in Tweet in G3:
[221] fivethings
[44] lifedeathwhatever
[24] grief
[12] death
[12] doula
[11] eol
[8] life
[8] dying
[8] palliativecare
[7] cancer

Top Hashtags in Tweet in G4:
[20] bmhw19
[10] betterbirths
[9] coproduction
[8] cocreation
[8] doula
[7] matvoices
[6] continuityofcarer
[6] pregnancy
[6] whoseshoes
[6] catalysta

Top Hashtags in Tweet in G5:
[94] blackmaternalhealthweek
[78] bmhw19
[38] blackmamasmatter
[33] doula
[18] savingourmamas
[18] tag
[18] repost
[18] share
[7] maternalhealth
[5] doulas

Top Hashtags in Tweet in G6:
[3] taxday
[3] muellerreport
[2] slothstream
[2] mullerreport
[2] barrpresser
[2] slowmovingcoup
[1] midwives
[1] doula
[1] lifestyle
[1] ma

Top Hashtags in Tweet in G10:
[2] taxday
[2] berniestaxes
[2] irs
[1] blessed
[1] underculture

Top Words
Top Words in Tweet in Entire Graph:
[3530] Words in Sentiment List#1: Positive
[2420] Words in Sentiment List#2: Negative
[17] Words in Sentiment List#3: Angry/Violent
[138857] Non-categorized Words
[144811] Total Words
[2118] doula
[974] e
[726] é
[611] não
[538] da

Top Words in Tweet in G1:
[875] e
[673] é
[580] não
[501] da
[413] bolsonaro
[394] com
[339] em
[296] os
[296] uma
[283] na

Top Words in Tweet in G2:
[687] doula
[142] #doula
[120] birth
[67] #birth
[62] s
[61] baby
[61] having
[60] more
[56] out
[56] up

Top Words in Tweet in G3:
[221] #fivethings
[209] lifedeathwhat
[133] death
[106] life
[103] anna_eol_doula
[83] poetic_endings
[69] s
[69] thank
[64] things
[61] people

Top Words in Tweet in G4:
[51] doula_lisa
[34] natmatvoicesorg
[32] new
[25] women
[25] birth
[25] white
[24] dunkleybent
[22] creating
[22] day
[20] doula

Top Words in Tweet in G5:
[162] doula
[156] blkmamasmatter
[96] official
[94] #blackmaternalhealthweek
[90] page
[86] today
[85] s
[82] est
[81] day
[81] 1pm

Top Words in Tweet in G6:
[117] trump
[104] s
[94] mueller
[82] barr
[81] report
[66] president
[44] t
[40] now
[33] obstruction
[31] law

Top Words in Tweet in G7:
[151] eine
[150] kennt
[150] jemand
[150] therapeutin
[150] hebamme
[150] doula
[150] ludwigsburg
[150] stuttgart
[150] schwangerschaftsdepressionen
[149] frausonnefeld

Top Words in Tweet in G8:
[87] rek
[84] yi
[83] même
[83] goor
[83] dokhane
[83] c'est
[82] séne
[82] toujours
[81] sr4capitaine
[81] guel

Top Words in Tweet in G9:
[3] emmagpaley
[3] stopvaxxedlies
[3] veritasever
[3] plasticdoe
[3] kidoctr
[3] laurast30381821
[3] mcfunny
[3] geoffschuler
[3] doritmi
[3] doula

Top Words in Tweet in G10:
[12] lol
[12] fiverr_doula
[9] up
[6] s
[6] absolutely
[6] out
[5] here
[5] aoc
[5] ilhanmn
[5] trillburne

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[150] kennt,jemand
[150] jemand,eine
[150] eine,therapeutin
[150] therapeutin,hebamme
[150] hebamme,doula
[150] doula,ludwigsburg
[150] ludwigsburg,stuttgart
[150] stuttgart,schwangerschaftsdepressionen
[149] frausonnefeld,kennt
[149] schwangerschaftsdepressionen,spezialisie

Top Word Pairs in Tweet in G1:
[80] não,é
[43] da,previdência
[36] danilo,gentili
[34] jair,bolsonaro
[34] reforma,da
[32] 80,tiros
[29] governo,bolsonaro
[26] é,uma
[26] não,pode
[25] bolsonaro,e

Top Word Pairs in Tweet in G2:
[55] having,doula
[51] interested,having
[34] set,up
[33] pregnant,interested
[33] doula,set
[33] up,interview
[31] #doula,#birth
[29] doula,terapeuta
[24] interview,#doula
[23] doulasoftroy,pregnant

Top Word Pairs in Tweet in G3:
[54] five,things
[49] anna_eol_doula,poetic_endings
[32] wenurses,weeolc
[30] life,death
[30] poetic_endings,wenurses
[27] death,dying
[23] palliative,care
[23] death,whatever
[21] lifedeathwhat,anna_eol_doula
[20] weeolc,drkathrynmannix

Top Word Pairs in Tweet in G4:
[20] last,day
[20] day,#bmhw19
[17] creating,solutions
[15] bbclancashire,juliacumberlege
[15] juliacumberlege,natmatvoicesorg
[13] s,last
[13] #bmhw19,listening
[13] listening,learning
[13] learning,continue
[13] continue,women

Top Word Pairs in Tweet in G5:
[81] 1pm,est
[79] s,official
[79] official,today
[79] today,day
[79] day,1
[79] 1,#blackmaternalhealthweek
[79] #blackmaternalhealthweek,head
[79] head,ig
[79] ig,page
[79] page,blackmamasmatter

Top Word Pairs in Tweet in G6:
[30] mueller,report
[18] attorney,general
[17] white,house
[14] trump,s
[12] united,states
[11] don,t
[10] barr,s
[8] mueller,s
[8] didn,t
[8] richard,m

Top Word Pairs in Tweet in G7:
[150] kennt,jemand
[150] jemand,eine
[150] eine,therapeutin
[150] therapeutin,hebamme
[150] hebamme,doula
[150] doula,ludwigsburg
[150] ludwigsburg,stuttgart
[150] stuttgart,schwangerschaftsdepressionen
[149] frausonnefeld,kennt
[149] schwangerschaftsdepressionen,spezialisie

Top Word Pairs in Tweet in G8:
[81] guel,niaaw
[81] niaaw,yi
[81] yi,gnofi
[81] gnofi,eupe
[81] eupe,problème
[81] problème,sétlouléne
[81] sétlouléne,rek
[81] rek,même
[81] même,sou
[81] sou,goor

Top Word Pairs in Tweet in G9:
[2] jamieconner8,mmelgar09
[2] mmelgar09,mileystan3
[2] mileystan3,catarinascats1
[2] catarinascats1,monstercoyliar
[2] monstercoyliar,mahealthforkids
[2] mahealthforkids,boxmenot
[2] boxmenot,chrisjohnsonmd
[2] chrisjohnsonmd,emmagpaley
[2] emmagpaley,alc_anthro
[2] alc_anthro,joshua1_5

Top Word Pairs in Tweet in G10:
[4] notre,dame
[3] nihilistlessly,candiceaiston
[3] aoc,ilhanmn
[3] ilhanmn,holocaustmuseum
[3] hombrewrecker,aptaube
[3] fiverr_doula,trillburne
[2] goldentail,moray
[2] moray,gymnothorax
[2] gymnothorax,miliaris
[2] miliaris,knows

Top Replied-To
Top Replied-To in Entire Graph:
@chris_doula
@lifedeathwhat
@nicole_cliffe
@fisesp
@mtkrawczyk_42
@blkmamasmatter
@fiverr_doula
@mmepapyraceus
@lolaescreva
@anna_eol_doula

Top Replied-To in G1:
@chris_doula
@fisesp
@lolaescreva
@jairbolsonaro
@rguilhermeds
@pappifigliollo
@zehdeabreu
@marcusjmcarval1
@jornaloglobo
@rei_da_selfie

Top Replied-To in G3:
@lifedeathwhat
@mtkrawczyk_42
@liz_oriordan
@anna_eol_doula
@philipraball
@lizzie_doula
@pollynor
@drkathrynmannix
@learnhospice
@annettamallon

Top Replied-To in G4:
@doula_lisa
@kathevans2
@dunkleybent
@whoseshoes
@betterbirthlinc
@sandra_sjp
@marynewburn1
@natalievelement
@crouchendtiger7
@nhsswft

Top Replied-To in G5:
@blkmamasmatter
@bmoreforbabies
@midianitemanna
@quickbooks
@nygovcuomo
@tewawomenunited
@yourdoulaliz

Top Replied-To in G6:
@repmarkmeadows
@brithume
@realdonaldtrump
@rvawonk
@matthewamiller
@lauralyon451
@msnbc
@becyea
@assembledatoms
@slate

Top Replied-To in G8:
@oumarnd96
@piibouund
@momo__wade
@peindafall
@queenserere
@esotoure
@mrskarmeel
@aerial_boy
@actualitebarca
@xxvvimmxvi

Top Replied-To in G9:
@tiochango_
@seaglass34
@pyewhackett02

Top Replied-To in G10:
@fiverr_doula
@hombrewrecker
@aspertierra
@solano_law
@trillburne
@sportstalkbarry
@vicvaiana
@sotomaeva
@laurenunderwood
@corybooker

Top Mentioned
Top Mentioned in Entire Graph:
@lifedeathwhat
@frausonnefeld
@blkmamasmatter
@anna_eol_doula
@poetic_endings
@sr4capitaine
@darlenemacauley
@midianinja
@doula_lisa
@chris_doula

Top Mentioned in G1:
@chris_doula
@mariadorosario
@danilogentili
@zehdeabreu
@lolaescreva
@jairbolsonaro
@pappifigliollo
@fisesp
@paulojegues
@dcm_online

Top Mentioned in G2:
@doulasoftroy
@stopiccnow
@blacktradelines
@javidedomingo
@yourdoulaemily
@popstation
@strongmomsadmom

Top Mentioned in G3:
@lifedeathwhat
@anna_eol_doula
@poetic_endings
@drkathrynmannix
@dyingmatters
@weeolc
@lizzie_doula
@wenurses
@u_n_s_a_i_d_
@philballrn

Top Mentioned in G4:
@doula_lisa
@natmatvoicesorg
@dunkleybent
@juliacumberlege
@birthrightsorg
@globaldoula
@bbclancashire
@marynewburn1
@dadpaduk
@yanarichens

Top Mentioned in G5:
@blkmamasmatter
@ericachidicohen
@shadesofblueprj
@urhighness_love
@mclemoremr
@jhunursing
@ancientsong7
@bmoreforbabies
@everymomcounts
@melanatedmoney

Top Mentioned in G6:
@billkristol
@therickwilson
@tribelaw
@realdonaldtrump
@renato_mariotti
@djrothkopf
@jrubinblogger
@maxboot
@presssec
@joycewhitevance

Top Mentioned in G7:
@frausonnefeld

Top Mentioned in G8:
@sr4capitaine
@youngdoujr
@actualitebarca
@adjibelle
@mcccisse
@kmrnvty
@piibouund
@wettanaam
@soninke__
@mleugs___

Top Mentioned in G9:
@emmagpaley
@stopvaxxedlies
@veritasever
@plasticdoe
@kidoctr
@laurast30381821
@mcfunny
@geoffschuler
@doritmi
@jamieconner8

Top Mentioned in G10:
@aoc
@ilhanmn
@aptaube
@fiverr_doula
@nihilistlessly
@candiceaiston
@holocaustmuseum
@trillburne
@natesilver538
@jadomian

Top Tweeters
Top Tweeters in Entire Graph:
@blacktradelines
@lopezgovlaw
@marceloacoelho1
@independent
@rocketnews1
@cruzanchoklate
@g1
@ligayaloyola
@alexsandraponce
@soupa_sewedo

Top Tweeters in G1:
@marceloacoelho1
@g1
@alexsandraponce
@liamabat
@lobaoeletrico
@uolnoticias
@folha
@blogdopepe
@zehdeabreu
@jornaloglobo

Top Tweeters in G2:
@blacktradelines
@rocketnews1
@soupa_sewedo
@jasonjournalist
@money_lets_make
@countybrwnie
@lyndakelly
@skeeerra
@shanno22
@ladh

Top Tweeters in G3:
@jmcefalas
@abcdiagnosis
@raphaelite_girl
@wenurses
@sectioned_
@trisha_the_doc
@debhazeldine
@doctorcaldwell
@libertygal72
@huffpostuklife

Top Tweeters in G4:
@guardian
@positiveimagep
@jennythem
@allyc375
@sagefemmesb
@kathevans2
@anniecoops
@whoseshoes
@bbclancashire
@shaunlintern

Top Tweeters in G5:
@huffpost
@the3jsmom
@theangryindian
@momsrising
@sassye
@chloepoliticat
@kisstheecake
@ntdbfsc
@christi85573643
@marsisbored

Top Tweeters in G6:
@thehill
@slate
@therickwilson
@thedailybeast
@radiofreetom
@emptywheel
@b52malmet
@cnn
@waltb31
@blakehounshell

Top Tweeters in G7:
@annnnemariechen
@eddiotos
@_phoeni
@vmercedes
@bullith_
@goettergatte42
@_poppler
@mupfmama
@biarka_biak
@harbach2000

Top Tweeters in G8:
@oumar_sarr
@renesdiouf
@rapwolof
@lamtoro95
@papoamadou
@wettanaam
@xxvvimmxvi
@queenserere
@smuhammad__
@soninke__

Top Tweeters in G9:
@veritasever
@itsmepanda1
@henjam48
@beckyjohnson222
@doritmi
@elle_franks
@kidoctr
@emmagpaley
@monstercoyliar
@work4trumpster

Top Tweeters in G10:
@vabvox
@leahmcelrath
@louisemensch
@chick_in_kiev
@tinybaby
@ryanlcooper
@lukeoneil47
@nufc_ourclub
@moderatemama
@neeratanden


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