doula, Twitter, 6/30/2019 9:26:46 PM, 201479


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doula_2019-06-30_10-21-52.xlsx
doula_2019-06-30_10-21-52.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 30, 2019
Short Description:
doula via NodeXL http://bit.ly/2YtIkA4
@doula_theou
@raicestexas
@urhighness_love
@mindykaling
@alyssa_milano
@ancientsong7
@doula_lisa
@neel_shah
@jamilsmith
@corybooker

Top hashtags:
#doula
#euapoiotheintercept
#renunciamoro
#birth
#doulas
#pregnancy
#birthdoula

Description:
Description
The graph represents a network of 4,127 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, 30 June 2019 at 17:23 UTC.

The requested start date was Sunday, 30 June 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 11-day, 8-hour, 10-minute period from Tuesday, 18 June 2019 at 15:50 UTC to Sunday, 30 June 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 : 4127
Unique Edges : 5789
Edges With Duplicates : 4537
Total Edges : 10326
Number of Edge Types : 3
Replies to : 1156
Mentions : 6734
Tweet : 2436
Self-Loops : 2436
Reciprocated Vertex Pair Ratio : 0.0599257557009015
Reciprocated Edge Ratio : 0.113075383589059
Connected Components : 1024
Single-Vertex Connected Components : 543
Maximum Vertices in a Connected Component : 1101
Maximum Edges in a Connected Component : 3607
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.805002
Graph Density : 0.000352125868906992
Modularity : 0.556606
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[30] https://www.marieclaire.com/politics/a28118712/cory-booker-reproductive-justice-doula-care/
[24] https://DoulasofTroy.as.me/
[19] https://www.wellandgood.com/good-advice/doula-certification-new-york-bill/
[13] https://www.weareplannedparenthood.org/onlineactions/K56if58t2EWQt39P77CalA2
[12] http://www.twittascope.com/?sign=7
[12] https://www.doulasoftroy.com/
[10] |
[10] https://www.essence.com/feature/things-black-women-know-about-finding-hiring-a-doula/
[10] http://PraeclarusPress.com
[10] http://www.marieclaire.com/politics/a28118712/cory-booker-reproductive-justice-doula-care/?utm_medium=social-media&src=socialflowTW&utm_source=twitter&utm_campaign=socialflowTWMAR

Top URLs in Tweet in G1:
[24] https://DoulasofTroy.as.me/
[12] https://www.doulasoftroy.com/
[12] http://www.twittascope.com/?sign=7
[10] http://PraeclarusPress.com
[10] |
[8] http://praeclaruspress.com
[6] https://twitter.com/takiaalexiaa/status/1144087817536102401
[6] https://www.facebook.com/heathermayerdoula/
[5] https://www.wellandgood.com/good-advice/doula-certification-new-york-bill/
[5] http://blacktradelines.com

Top URLs in Tweet in G2:
[2] https://sumall.com/performancetweet?utm_source=twitter&utm_medium=publishing&utm_campaign=performance_tweet&utm_content=text_and_media&utm_term=a5154758d3d3637d6efe4790
[2] https://twitter.com/ggreenwald/status/1141109997419618310
[2] https://twitter.com/uolnoticias/status/1143617911929659393
[2] https://noticias.uol.com.br/politica/eleicoes/2018/noticias/2018/10/18/general-heleno-ministro-bolsonaro-supersalario-recursos-publicos.htm
[2] https://oglobo.globo.com/brasil/forca-tarefa-de-curitiba-diz-que-nao-ha-como-recuperar-historico-de-mensagens-23751970
[2] https://www1.folha.uol.com.br/poder/2019/06/conteudo-obtido-ilegalmente-deve-ser-publicado-se-houver-interesse-publico-diz-ombudsman-da-folha.shtml?utm_source=twitter&utm_medium=social&utm_campaign=twfolha
[1] https://twitter.com/bancariatweet/status/1140377970202304512
[1] https://twitter.com/tonibulhoes/status/1140878302502117376
[1] https://twitter.com/alessandropt89/status/1140718922087448576
[1] https://twitter.com/pantaneiro380/status/1141023144981016576

Top URLs in Tweet in G3:
[26] https://www.marieclaire.com/politics/a28118712/cory-booker-reproductive-justice-doula-care/
[10] http://www.marieclaire.com/politics/a28118712/cory-booker-reproductive-justice-doula-care/?utm_medium=social-media&src=socialflowTW&utm_source=twitter&utm_campaign=socialflowTWMAR
[1] https://www.colorlines.com/articles/pleasure-activism-adrienne-maree-brown-dares-us-get-touch-our-needs
[1] https://www.marieclaire.com/politics/a28118712/cory-booker-reproductive-justice-doula-care/?fbclid=IwAR2Lpjf1NNna4GT9dl1_80IWxvnaPuJjFBZpO7EQrWT1H_i3lIHgfEIXvFw

Top URLs in Tweet in G4:
[4] https://www.england.nhs.uk/participation/get-involved/opportunities/
[2] http://nationalmaternityvoices.org.uk/find-an-mvp/
[2] https://twitter.com/ward05ward11/status/1141681483377270785
[1] https://www.instagram.com/p/BzT6WymAS7I/?igshid=1pm0fj93mbu7g
[1] https://www.instagram.com/p/BzNjR1BgWj0/?igshid=b5txqz5mljk2
[1] https://twitter.com/Doula_Lisa/status/1144566688295411712
[1] https://www.youtube.com/watch?v=FX6fbk8MRYg&feature=youtu.be&fbclid=IwAR0ABp3QywKgf-DybW0lF2NJ0oDCwGA1S2JSxI707wnshDQVLJLRxmYqdI8

[1] https://www.facebook.com/UniteInHealth/videos/2918825695009369/
[1] https://twitter.com/Midwife_Claire/status/1141634884118765568
[1] https://twitter.com/NHS_Holmes/status/1141003761302810626

Top URLs in Tweet in G5:
[2] https://twitter.com/jeffrey_camera/status/1141393283899428864
[2] https://twitter.com/DavidAFrench/status/1142258117440364545
[2] https://twitter.com/sarahcwestwood/status/1143936532920832003
[2] https://trib.al/pA9wGBm
[2] https://www.theatlantic.com/magazine/archive/2019/07/work-peak-professional-decline/590650/
[2] https://twitter.com/RepTedLieu/status/1141451459202080768
[2] https://twitter.com/RealPressSecBot/status/1141445809633808384
[2] https://www.vox.com/identities/2018/6/19/17476482/juneteenth-holiday-emancipation-african-american-celebration-history
[2] https://twitter.com/realdonaldtrump/status/1141349936044417024
[2] https://twitter.com/thehill/status/1144647899499958272

Top URLs in Tweet in G6:
[11] https://www.wellandgood.com/good-advice/doula-certification-new-york-bill/
[5] https://www.essence.com/feature/things-black-women-know-about-finding-hiring-a-doula/
[4] https://www.dona.org/wp-content/uploads/2019/06/DONA-International-Letter-to-Gov-Cuomo-061919.pdf
[3] https://www.dona.org/what-is-a-doula/benefits-of-a-doula/
[3] https://www.dona.org/become-a-doula/postpartum-doula-certification/
[2] https://www.inspiredbirthpro.com/client-attraction-doula-demetria-clark/?utm_sq=fohnc9pmhs&utm_source=Twitter&utm_medium=social&utm_campaign=DarleneMacAuley&utm_content=IBP+Blog+Tweets
[2] https://www.inspiredbirthpro.com/doula-business-marketing-activities/
[2] https://www.inspiredbirthpro.com/doula-clients-autoimmune-condition/
[2] https://www.inspiredbirthpro.com/sell-doula-services/
[2] https://www.inspiredbirthpro.com/blogging-marketing-doula-business/

Top URLs in Tweet in G7:
[4] https://twitter.com/Nabyleu/status/1141008368972251138
[2] https://twitter.com/waxalway/status/1141302627789148162
[1] https://twitter.com/latrodimendes/status/1144988496991576064

Top URLs in Tweet in G8:
[2] https://twitter.com/todayininfosec/status/1142443878991028224
[2] https://twitter.com/elonmusk/status/1142904294196178944
[1] https://twitter.com/mjgranger1/status/1141002739134148610
[1] https://twitter.com/JoeBiden/status/1124073115116605448
[1] https://twitter.com/thehill/status/1143619907172667392
[1] https://twitter.com/BrandonMagner/status/1143507347379298304
[1] https://twitter.com/amandadeibert/status/1144124696293601281
[1] https://www.theatlantic.com/politics/archive/2018/10/bernie-sanders-running-against-warren-president/573529/
[1] https://twitter.com/marwilliamson/status/953668818097901569
[1] https://twitter.com/nityalakshmi/status/1141033542354268160

Top URLs in Tweet in G9:
[4] https://www.huffingtonpost.co.uk/entry/terminally-ill-benefits-six-months-to-live-rule_uk_5d08f608e4b0e560b70966ec
[2] https://www.lifedeathwhatever.com/blog/2017/7/29/death-cafes-jon-underwood-has-died
[2] https://schoolsweek.co.uk/child-bereavement-plans-schools/
[2] https://www.lifedeathwhatever.com/five-things-blog/five-things-ive-learned-since-being-told-my-cancer-is-incurable-by-gaby-charing
[2] https://whichmeamitoday.wordpress.com/2019/06/19/have-you-ever-poem/
[1] https://twitter.com/thelonggoodby/status/1144550970325704704
[1] https://twitter.com/deathcafe/status/1144149423628443653
[1] https://twitter.com/anna_eol_doula/status/796833266900828162
[1] https://www.lifedeathwhatever.com/five-things-blog/five-things-ive-learnt-about-grief-by-charlotte-underwood
[1] https://www.theguardian.com/lifeandstyle/2017/jul/30/jon-underwood-obituary

Top URLs in Tweet in G10:
[2] https://twitter.com/alvarombedoya/status/1141940694149423104
[1] https://twitter.com/DeenieMcQueen/status/1144845125564039168
[1] http://spinningbabies.com
[1] https://twitter.com/GovLauraKelly/status/1143216367207886849
[1] https://twitter.com/_bbrriitnnaayy_/status/1143393324197449729
[1] https://twitter.com/moonchild_doula/status/1143646940858650625
[1] https://twitter.com/TylerHuckabee/status/1143954262298378240
[1] https://twitter.com/kylegriffin1/status/1142540367797116929
[1] https://twitter.com/takiaalexiaa/status/1144087817536102401
[1] https://www.youtube.com/watch?v=lxBDvdYWZ0A&feature=youtu.be


Top Domains
Top Domains in Tweet in Entire Graph:
[732] twitter.com
[170] instagram.com
[132] inspiredbirthpro.com
[46] facebook.com
[41] marieclaire.com
[24] rosewoodbirthconsulting.com
[24] as.me
[21] organizefor.org
[20] youtube.com
[20] praeclaruspress.com

Top Domains in Tweet in G1:
[108] instagram.com
[40] twitter.com
[28] facebook.com
[24] as.me
[20] praeclaruspress.com
[12] doulasoftroy.com
[12] twittascope.com
[11] saramadeleine.se
[8] consciousdyinginstitute.com
[7] essence.com

Top Domains in Tweet in G2:
[487] twitter.com
[9] com.br
[3] sumall.com
[3] globo.com
[2] youtube.com
[1] change.org
[1] instagram.com
[1] diariodobrasil.org

Top Domains in Tweet in G3:
[37] marieclaire.com
[1] colorlines.com

Top Domains in Tweet in G4:
[10] twitter.com
[4] nhs.uk
[4] org.uk
[4] facebook.com
[3] instagram.com
[1] youtube.com
[1] maternaljournal.org
[1] co.uk
[1] bit.ly
[1] motherboardbirth.com

Top Domains in Tweet in G5:
[60] twitter.com
[4] wapo.st
[4] washingtonpost.com
[4] nytimes.com
[4] newsweek.com
[3] trib.al
[3] vox.com
[3] medium.com
[3] bit.ly
[2] theatlantic.com

Top Domains in Tweet in G6:
[132] inspiredbirthpro.com
[18] dona.org
[13] twitter.com
[11] wellandgood.com
[7] facebook.com
[6] essence.com
[4] instagram.com
[3] gofundme.com
[3] nysenate.gov
[2] ancientsongdoulaservices.com

Top Domains in Tweet in G7:
[7] twitter.com

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

Top Domains in Tweet in G9:
[9] co.uk
[8] twitter.com
[6] lifedeathwhatever.com
[2] wordpress.com
[2] instagram.com
[1] theguardian.com
[1] trewfields.com
[1] org.uk
[1] youtu.be
[1] youtube.com

Top Domains in Tweet in G10:
[9] twitter.com
[1] spinningbabies.com
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[533] doula
[267] euapoiotheintercept
[117] renunciamoro
[107] birth
[76] doulas
[68] pregnancy
[66] birthdoula
[49] baby
[40] moromentiroso
[39] breastfeeding



Top Hashtags in Tweet in G1:
[152] doula
[55] birth
[31] pregnancy
[25] birthdoula
[25] doulalife
[21] baby
[20] childbirth
[18] labor
[16] troy
[16] troyny

Top Hashtags in Tweet in G2:
[266] euapoiotheintercept
[117] renunciamoro
[40] moromentiroso
[37] bolsonarcos
[28] moromentiu
[22] moromente
[20] euapoiotheintercep
[18] euapoiotheinterceptbr
[14] lulalivreurgente
[11] ratomorotamelindrado

Top Hashtags in Tweet in G3:
[2] iacaucus
[2] nhpolitics
[2] fitn
[1] demdebate
[1] cory2020

Top Hashtags in Tweet in G4:
[23] normalbirth19
[13] matvoices
[11] betterbirths
[9] matexp
[9] pregnancycircles
[8] oliviawiseman
[6] northsafety
[5] doula
[4] thankyoumidwives
[3] doulalife

Top Hashtags in Tweet in G5:
[6] thedailydon
[5] magaisformorons
[2] hopehicks
[2] dems
[2] iceraids
[2] mentalhealth
[2] shelbyvholder
[2] trumpcrimefamily
[2] doncentrationcamps
[2] closethecamps

Top Hashtags in Tweet in G6:
[175] doula
[22] doulas
[8] blackmaternalhealth
[5] beyondbirthwork
[5] birthdoula
[5] doulatraining
[4] medicaid
[4] postpartumdoula
[4] communitydoulas
[4] thebronxdoula

Top Hashtags in Tweet in G8:
[1] lavictoria
[1] democratdebate
[1] cabanforqueens

Top Hashtags in Tweet in G9:
[3] deathcafe
[2] eolc
[2] personalisedcare
[2] phd
[2] phdchat
[2] fivethings
[2] jonunderwood
[2] lifedeathwhatever
[1] endoflifedoulauk
[1] palliativecare

Top Hashtags in Tweet in G10:
[1] facebookdoulas
[1] actualscience
[1] zachdelarocha
[1] netflix
[1] pitchperfect
[1] fullhouse

Top Words
Top Words in Tweet in Entire Graph:
[3169] Words in Sentiment List#1: Positive
[1651] Words in Sentiment List#2: Negative
[25] Words in Sentiment List#3: Angry/Violent
[110968] Non-categorized Words
[115789] Total Words
[2309] doula
[533] #doula
[494] birth
[471] s
[366] t

Top Words in Tweet in G1:
[649] doula
[152] #doula
[149] birth
[77] s
[65] #birth
[56] more
[54] out
[53] baby
[53] having
[52] up

Top Words in Tweet in G2:
[266] #euapoiotheintercept
[213] e
[185] chris_doula
[161] não
[155] é
[117] #renunciamoro
[104] da
[93] esquerdelicia21
[85] moro
[73] em

Top Words in Tweet in G3:
[192] corybooker
[183] reproductive
[158] women
[157] care
[129] stop
[128] men
[128] let's
[128] using
[128] relationships
[128] reason

Top Words in Tweet in G4:
[102] doula_lisa
[77] natmatvoicesorg
[54] dunkleybent
[54] marynewburn1
[49] midwife_claire
[43] maternity
[39] jameslaja1
[31] yanarichens
[31] gibblejo
[29] birth

Top Words in Tweet in G5:
[122] trump
[114] s
[63] t
[44] president
[33] people
[30] children
[28] out
[28] over
[26] up
[20] old

Top Words in Tweet in G6:
[182] doula
[175] #doula
[89] darlenemacauley
[83] birth
[68] business
[49] support
[47] doulas
[43] ny
[38] help
[37] find

Top Words in Tweet in G7:
[134] kéne
[113] doula
[72] té
[69] nga
[69] tamite
[67] li
[67] wakh
[67] geumou
[67] soko
[67] waaté

Top Words in Tweet in G8:
[17] fiverr_doula
[15] lol
[10] vicvaiana
[10] white
[9] think
[9] time
[8] s
[8] anastasiakeeley
[7] people
[7] cabanforqueens

Top Words in Tweet in G9:
[28] lifedeathwhat
[21] death
[18] curryandcancer
[15] drkathrynmannix
[15] deathcafe
[14] life
[13] lizzie_doula
[13] beautiful
[13] end
[12] anna_eol_doula

Top Words in Tweet in G10:
[37] doula
[27] s
[22] thewitchydoula
[21] birth
[19] here
[18] t
[18] always
[15] friendly
[15] neighborhood
[15] totally

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[130] don,t
[130] care,reproductive
[130] reproductive,freedom
[129] men,let's
[129] let's,stop
[129] stop,using
[129] using,relationships
[129] relationships,women
[129] women,reason
[129] reason,care

Top Word Pairs in Tweet in G1:
[38] having,doula
[37] interested,having
[27] #doula,#birth
[25] pregnant,interested
[24] doula,set
[24] set,up
[24] up,interview
[22] postpartum,doula
[22] birth,doula
[22] give,birth

Top Word Pairs in Tweet in G2:
[68] ceellla,celiarnl
[68] celiarnl,celinasantoses1
[66] celinasantoses1,celinhocruzeiro
[66] celinhocruzeiro,cesar_sensei
[63] esquerdelicia21,ceellla
[52] porisso,#euapoiotheintercept
[48] #renunciamoro,porisso
[40] cesar_sensei,cesaraugfabbri
[40] claitonsuassun,clarinhalula
[39] chagas_aryanne,chico_rua

Top Word Pairs in Tweet in G3:
[128] men,let's
[128] let's,stop
[128] stop,using
[128] using,relationships
[128] relationships,women
[128] women,reason
[128] reason,care
[128] care,reproductive
[128] reproductive,freedom
[128] freedom,fight

Top Word Pairs in Tweet in G4:
[26] natmatvoicesorg,doula_lisa
[23] marynewburn1,berksmaternity
[23] berksmaternity,tpm_journal
[23] tpm_journal,aims_online
[21] jennythem,marynewburn1
[20] mvpcentrallancs,mvp_rosie
[20] mvp_rosie,bromleymvp
[20] bromleymvp,greenwichmslc
[20] greenwichmslc,kingstonmslc
[20] kingstonmslc,chelwestmvp

Top Word Pairs in Tweet in G5:
[17] don,t
[16] donald,trump
[14] u,s
[13] year,old
[12] doesn,t
[11] united,states
[10] trump,s
[8] men,guns
[7] national,security
[6] won,t

Top Word Pairs in Tweet in G6:
[29] #doula,business
[26] ny,bills
[25] certified,doula
[22] doula,business
[22] here,find
[22] find,recent
[22] recent,response
[22] response,ny
[22] bills,recently
[22] recently,passed

Top Word Pairs in Tweet in G7:
[67] li,nga
[67] nga,wakh
[67] wakh,té
[67] té,kéne
[67] kéne,geumou
[67] geumou,soko
[67] soko,waaté
[67] waaté,tamite
[67] tamite,kéne
[67] kéne,doula

Top Word Pairs in Tweet in G8:
[4] democratic,party
[4] white,guy
[3] mtsw,aoc
[3] justincharles,katearonoff
[3] need,learn
[3] still,think
[2] re,election
[2] nectarina12,mtsw
[2] dsa,members
[2] american,politics

Top Word Pairs in Tweet in G9:
[10] hosting,deathcafe
[9] jon,underwood
[8] end,life
[8] come,along
[7] really,excited
[7] excited,hosting
[7] deathcafe,over
[7] over,masalawalacafe
[7] masalawalacafe,anna_eol_doula
[7] anna_eol_doula,lifedeathwhat

Top Word Pairs in Tweet in G10:
[15] friendly,neighborhood
[15] neighborhood,doula
[15] doula,here
[15] here,s
[15] s,totally
[15] totally,normal
[15] normal,always
[15] always,harmful
[15] harmful,umbilical
[14] thewitchydoula,friendly

Top Replied-To
Top Replied-To in Entire Graph:
@chris_doula
@esquerdelicia21
@ggreenwald
@doula_lisa
@fiverr_doula
@eufabyvieira
@semritalina
@bmorebeloved
@followbrasil5
@janainadobrasil

Top Replied-To in G2:
@chris_doula
@esquerdelicia21
@ggreenwald
@eufabyvieira
@semritalina
@followbrasil5
@brunnosarttori
@_anatt_
@endeflaien
@profalfredob

Top Replied-To in G3:
@corybooker
@sabrinasingh24

Top Replied-To in G4:
@doula_lisa
@jamesfm55
@leschan68
@bugeyedcreature
@jameslaja1
@gibblejo
@midwife_claire
@marynewburn1
@bethgibbonsbg
@dunkleybent

Top Replied-To in G5:
@therickwilson
@party_doula
@975mornings
@ericswalwell
@billkristol
@realdonaldtrump
@clintsmithiii
@manners1miss
@nowthisnews
@gottalaff

Top Replied-To in G6:
@sassye
@bebomia
@water_flowz
@hollywoodamiraa
@anthrodoula
@jessicaramos
@mindykaling
@amyaddante
@iamn0tthe1
@joykuebler

Top Replied-To in G7:
@afia_hane
@seenyaharris
@nabyleu
@junior_ardo
@mamemoiselle

Top Replied-To in G8:
@fiverr_doula
@anastasiakeeley
@annevclark
@vicvaiana
@aptaube
@heathertwit
@melindakatz
@roryschreiber
@the_katbat
@ericshapiro3

Top Replied-To in G9:
@drkathrynmannix
@curryandcancer
@apartofmeapp
@emmadixon_eu
@livingwelldying
@anna_eol_doula

Top Replied-To in G10:
@moonchild_doula
@thewitchydoula
@mindykaling
@vegmamakay
@okayhollyy
@clevelandmomma
@melissa__x0xo
@beavis710
@drjengunter

Top Mentioned
Top Mentioned in Entire Graph:
@corybooker
@chris_doula
@doula_lisa
@darlenemacauley
@natmatvoicesorg
@cesaraugfabbri
@_joydoe
@ceellla
@celiarnl
@celinasantoses1

Top Mentioned in G1:
@doulasoftroy
@blacktradelines
@popstation
@strwberrycough
@womanist_philly
@nhigenbottam
@strongmomsadmom
@cecileshaniece_
@reclaimuinc

Top Mentioned in G2:
@chris_doula
@cesaraugfabbri
@ceellla
@celiarnl
@celinasantoses1
@cesar_sensei
@celinhocruzeiro
@esquerdelicia21
@chico_rua
@claitonsuassun

Top Mentioned in G3:
@corybooker
@chloeangyal
@marieclaire
@angryblacklady
@naral
@alexde_luca
@tess_seger
@tonyleys
@sashamichelle89
@sabrinasingh24

Top Mentioned in G4:
@doula_lisa
@natmatvoicesorg
@marynewburn1
@dunkleybent
@midwife_claire
@jameslaja1
@yanarichens
@gibblejo
@berksmaternity
@tpm_journal

Top Mentioned in G5:
@realdonaldtrump
@waltshaub
@therickwilson
@rwpusa
@tribelaw
@kamalaharris
@malcolmnance
@ewarren
@speakerpelosi
@joebiden

Top Mentioned in G6:
@darlenemacauley
@ancientsong7
@sassye
@urhighness_love
@iamwellandgood
@robinpregnancy
@donaintl
@blkmamasmatter
@nygovcuomo
@villagebirthint

Top Mentioned in G7:
@elhadjitouresn
@lycoebraheem
@waxalway
@coumbae_
@optimyste
@goumbalanarre
@0brienboye

Top Mentioned in G8:
@cabanforqueens
@aoc
@katearonoff
@vicvaiana
@mtsw
@melindakatz
@kamalaharris
@marwilliamson
@milanrtaylor
@newsbysmiley

Top Mentioned in G9:
@lifedeathwhat
@deathcafe
@drkathrynmannix
@curryandcancer
@lizzie_doula
@anna_eol_doula
@masalawalacafe
@livingwelldying
@dyingmatters
@thelonggoodby

Top Mentioned in G10:
@thewitchydoula
@raicestexas
@starlacochenour
@moonchild_doula
@doulasupportfnd
@facebook
@its_mariahyo
@jazminejanay
@saintknives
@realangeljr

Top Tweeters
Top Tweeters in Entire Graph:
@blacktradelines
@eyalfeed
@marceloacoelho1
@gottalaff
@mstoscimarie
@netminnow
@ch_cake
@_tamsey
@yayayarndiva
@indiaalmighty

Top Tweeters in G1:
@blacktradelines
@eyalfeed
@tchotchkele
@iamdaintyyposh
@kumparan
@sweetfacedinero
@bookgirl96
@holistiqueen
@planetpandax3
@karolabq

Top Tweeters in G2:
@marceloacoelho1
@turquim5
@frulanis
@adsump
@uolnoticias
@folha
@sorayabborges
@jornaloglobo
@estadao
@lciapontes1

Top Tweeters in G3:
@netminnow
@angryblacklady
@jayoung1892
@sandralhanlon
@nartist
@dunnclan
@all100senators
@glorialaw5
@annie5133
@peri_gisele

Top Tweeters in G4:
@jennythem
@sagefemmesb
@whoseshoes
@4adsthepoet
@heartmummy
@kennygibsonnhs
@emmajanesas
@borntoosoonkh
@careopinion
@leighakendall

Top Tweeters in G5:
@gottalaff
@politico
@therickwilson
@abc
@lolgop
@b52malmet
@cnn
@nbcnews
@maggienyt
@ragemichelle

Top Tweeters in G6:
@soualiganamazon
@teriamour
@sassye
@fireinfreetown
@kisstheecake
@javeauriel
@dn_charles
@capobianb
@essence
@ty_hotcommodity

Top Tweeters in G7:
@ventpire
@abdoulaye_ms
@mansa_penny
@seenyaharris
@rapwolof
@__seynabou
@nabyleu
@theplk
@coumbae_
@cheikhahmedfall

Top Tweeters in G8:
@stormhour
@spann
@aliceavizandum
@funder
@msnbc
@matttbastard
@zhouchauster
@sfpelosi
@mtsw
@matthewstoller

Top Tweeters in G9:
@blurtalerts
@anglesey42
@emmadixon_eu
@claireberlinski
@bmj_latest
@lgoodbu
@trishgreenhalgh
@dyingmatters
@hospiceuk
@anna_eol_doula

Top Tweeters in G10:
@drjengunter
@jazminejanay
@saintknives
@queersocialism
@wizmommma
@mepfuller
@streamblackbear
@heidi_walsh15
@profchrismjones
@wkamaubell


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