Maternal health, Twitter, 3/28/2022 4:34:55 AM, 273847


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Maternal health_2022-03-27_21-10-58.xlsx
Maternal health_2022-03-27_21-10-58.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 28, 2022
Short Description:
Maternal health via NodeXL https://bit.ly/3tHCjBK
@potus
@hpn4tigray
@tesfay3tesfay
@reverendwarnock
@leti_tade
@marchofdimes
@bmhcaucus
@blkmamasmatter
@youadey
@kassiemcclung

Top hashtags:
#500daysoftigraygenocide
#chad
#medicaid
#health
#maternalhealth

Description:
Description
The graph represents a network of 6,334 Twitter users whose tweets in the requested range contained "Maternal health", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 28 March 2022 at 04:16 UTC.

The requested start date was Monday, 28 March 2022 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, 24-minute period from Sunday, 20 March 2022 at 22:08 UTC to Saturday, 26 March 2022 at 04:32 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 : 6334
Unique Edges : 3178
Edges With Duplicates : 12841
Total Edges : 16019
Number of Edge Types : 5
Retweet : 6141
MentionsInRetweet : 7420
Mentions : 1536
Tweet : 744
Replies to : 178
Self-Loops : 766
Reciprocated Vertex Pair Ratio : 0.0170612813370474
Reciprocated Edge Ratio : 0.0335501540568299
Connected Components : 765
Single-Vertex Connected Components : 311
Maximum Vertices in a Connected Component : 2412
Maximum Edges in a Connected Component : 8663
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 7.209931
Graph Density : 0.000218456647536316
Modularity : 0.520401
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,334 Twitter users whose tweets in the requested range contained "Maternal health", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 28 March 2022 at 04:16 UTC.

The requested start date was Monday, 28 March 2022 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, 24-minute period from Sunday, 20 March 2022 at 22:08 UTC to Saturday, 26 March 2022 at 04:32 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 : Maternal health
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:
[14] https://twitter.com/i/broadcasts/1lPJqmyWLQmJb
[11] https://academicpositions.harvard.edu/postings/11104/print_preview?applicant=1
[11] https://www.browndailyherald.com/article/2022/03/black-motherhood-through-the-lens-documentary-raises-awareness-about-black-maternal-health-issues
[10] https://gothamist.com/news/adams-maternal-health-plan-aims-to-connect-500-expecting-parents-in-nyc-with-doulas-by-the-end-of-june
[9] https://www.rcm.org.uk/media-releases/2022/february/professor-of-maternal-and-infant-health-receives-rcm-fellowship/
[7] https://www.surveymonkey.com/r/MarchofDimes_Training_Registration
[7] https://sciencecenter.org/events/innovation-in-maternal-health
[6] https://www.parents.com/baby/health/postpartum-depression/inequity-in-maternal-health-care-left-me-with-undiagnosed-postpartum-ptsd/
[6] https://abc7ny.com/doula-midwife-maternal-health-care-pregnancy/11675528/?ex_cid=TA_WABC_TW&taid=623cb1cf6dfae00001478ca4&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[6] https://www1.nyc.gov/office-of-the-mayor/news/149-22/mayor-adams-takes-action-reduce-maternal-infant-health-inequities-expanding-access-to#/0

Top URLs in Tweet in G3:
[7] https://www.surveymonkey.com/r/MarchofDimes_Training_Registration
[4] https://www.browndailyherald.com/article/2022/03/black-motherhood-through-the-lens-documentary-raises-awareness-about-black-maternal-health-issues
[4] https://medium.com/anthemfoundation/anthem-foundation-commits-more-than-14-5-million-in-maternal-health-fade5f3d9c01
[4] https://www.eventbrite.com/e/black-maternal-health-awareness-5k-race-tickets-289892605587
[2] https://www.commonwealthfund.org/blog/2022/public-health-paradox-states-abortion-laws-maternal-child-health-outcomes
[2] https://twitter.com/Kwwdnetwork/status/1506522360257593348
[2] https://khn.org/news/article/abortion-training-options-medical-students-ob-gyn-maternal-care-match-day/
[2] http://www.votervoice.net/RESULTS/Campaigns/93319/Respond?vvsn=BYeclAZtACHyWAvqVzZ7EAA
[2] http://www.votervoice.net/RESULTS/Campaigns/93319/Respond?vvsn=B9kyMAZtACHyWA2jWzZ7EAA
[2] https://www.goredforwomen.org/en/know-your-risk/pregnancy-and-maternal-health/having-a-healthy-pregnancy

Top URLs in Tweet in G4:
[1] https://www.facebook.com/watch/?v=348683443857882&ref=sharing
[1] https://zoom.us/webinar/register/WN_Pu9IBMGVTBylV3MrsV2BLA
[1] https://abcnews-go-com.cdn.ampproject.org/v/s/abcnews.go.com/amp/Health/wireStory/20-states-south-carolina-law-create-abortion-desert-79916418?amp_gsa=1&_js_v=a9&usqp=mq331AQKKAFQArABIIACAw%3D%3D#amp_tf=From%20%251%24s&aoh=16478945620120&referrer=https%3A%2F%2Fwww.google.com&share=https%3A%2F%2Fabcnews.go.com%2FHealth%2FwireStory%2F20-states-south-carolina-law-create-abortion-desert-79916418

Top URLs in Tweet in G5:
[1] https://twitter.com/ReverendWarnock/status/1504838445558079490

Top URLs in Tweet in G6:
[4] https://bostonmedicalcenter.zoom.us/webinar/register/WN_Jjig4ljUQlWOo5akA3CNxw
[3] https://www.2020mom.org/2022-annual-forum
[3] https://www.aha.org/news/news/2022-03-23-cms-webinar-march-25-improving-maternal-health-after-childbirth?utm_source=twitter&utm_medium=organic&utm_term=&utm_content=maternalhealth&utm_campaign=ahanews-2022
[2] https://blackmamasmatter.org/connect
[2] https://www.washingtontimes.com/news/2022/mar/15/its-time-to-invest-in-maternal-health/
[1] https://twitter.com/NewsHour/status/1501508847168540680
[1] https://www.nytimes.com/2022/02/23/health/maternal-deaths-pandemic.html
[1] https://twitter.com/BMHCaucus/status/1502298305623212033
[1] https://blackmaternalhealthcaucus-underwood.house.gov/media/press-releases/black-maternal-health-caucus-celebrates-inclusion-nearly-1-billion-maternal
[1] https://ccf.georgetown.edu/2021/10/22/congressional-proposals-to-address-the-maternal-health-crisis-offer-a-promising-roadmap-for-change/

Top URLs in Tweet in G7:
[14] https://twitter.com/i/broadcasts/1lPJqmyWLQmJb
[5] https://www1.nyc.gov/office-of-the-mayor/news/149-22/mayor-adams-takes-action-reduce-maternal-infant-health-inequities-expanding-access-to#/0
[2] https://gothamist.com/news/adams-maternal-health-plan-aims-to-connect-500-expecting-parents-in-nyc-with-doulas-by-the-end-of-june
[1] https://longisland.news12.com/nyc-health-hospitals-systems-simulation-lab-fights-more-than-life-threatening-childbirth-situations
[1] https://www.healthsolutions.org/community-work/sexual-reproductive-health/reproductive-health-centers/
[1] https://advocate.nyc.gov/press/williams-statement-mayors-maternal-health-initiative-expanding-access-doula-and-midwifery-services/
[1] https://healthfirst.org/health-equity/
[1] https://twitter.com/NYCMayor/status/1506704594088439813
[1] https://www.communitysolutions.com/equitable-maternal-health-care-remains-priority-federal-state-governments/

Top URLs in Tweet in G8:
[1] https://www.youtube.com/watch?v=oxh4ci_JCI8


Top URLs in Tweet in G9:
[6] https://www.parents.com/baby/health/postpartum-depression/inequity-in-maternal-health-care-left-me-with-undiagnosed-postpartum-ptsd/
[4] https://gothamist.com/news/adams-maternal-health-plan-aims-to-connect-500-expecting-parents-in-nyc-with-doulas-by-the-end-of-june
[3] https://gothamist.com/news/adams-maternal-health-plan-aims-to-connect-500-expecting-parents-in-nyc-with-doulas-by-the-end-of-june?utm_medium=social&utm_source=twitter&utm_campaign=shared_twitter
[1] https://twitter.com/aclu/status/1506424223794962440
[1] https://gothamist.com/news/adams-maternal-health-plan-aims-to-connect-500-expecting-parents-in-nyc-with-doulas-by-the-end-of-june&utm_medium=social&utm_source=twitter&utm_campaign=shared_twitter?utm_medium=social&utm_source=twitter&utm_campaign=shared_twitter

Top URLs in Tweet in G10:
[1] http://us02web.zoom.us/webinar/register/WN_SGIjR4DDRgKBoXV0lJOgcg
[1] https://twitter.com/WHO/status/1504545032862416898?s=20&t=LEm8jKzHw3_VovdsvF4Heg
[1] https://www.sciencedirect.com/science/article/pii/S0313592622000327?dgcid=coauthor#!
[1] https://www.who.int/teams/maternal-newborn-child-adolescent-health-and-ageing/formula-milk-industry
[1] https://www.who.int/teams/maternal-newborn-child-adolescent-health-and-ageing/formula-milk-industry/endexploitativemarketing-of-formula-milk-products
[1] https://www.who.int/health-topics/maternal-health#tab=tab_1
[1] https://twitter.com/HarjitSajjan/status/1504905894944862208

Top Domains
Top Domains in Tweet in Entire Graph:
[95] twitter.com
[30] zoom.us
[18] abc7ny.com
[18] votervoice.net
[17] nih.gov
[16] eventbrite.com
[15] org.uk
[14] youtube.com
[14] gothamist.com
[12] browndailyherald.com

Top Domains in Tweet in G3:
[20] twitter.com
[15] votervoice.net
[7] eventbrite.com
[7] nih.gov
[7] google.com
[7] surveymonkey.com
[5] mailchi.mp
[5] instagram.com
[4] browndailyherald.com
[4] medium.com

Top Domains in Tweet in G4:
[1] facebook.com
[1] zoom.us
[1] ampproject.org

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

Top Domains in Tweet in G6:
[6] zoom.us
[5] 2020mom.org
[3] blackmamasmatter.org
[3] aha.org
[2] twitter.com
[2] washingtontimes.com
[1] nytimes.com
[1] house.gov
[1] georgetown.edu
[1] benbergmann.com

Top Domains in Tweet in G7:
[15] twitter.com
[6] nyc.gov
[2] gothamist.com
[1] news12.com
[1] healthsolutions.org
[1] healthfirst.org
[1] communitysolutions.com

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

Top Domains in Tweet in G9:
[8] gothamist.com
[6] parents.com
[1] twitter.com

Top Domains in Tweet in G10:
[3] who.int
[2] twitter.com
[1] zoom.us
[1] sciencedirect.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[89] 500daysoftigraygenocide
[70] chad
[56] medicaid
[55] health
[54] maternalhealth
[53] allowaccesstotigray
[30] pregnancy
[26] aca
[26] finland
[24] medtwitter



Top Hashtags in Tweet in G2:
[89] 500daysoftigraygenocide
[52] allowaccesstotigray
[21] justice4tigraywomen
[17] chad
[1] 505daysoftigraygenocide
[1] tigraygenocide
[1] mnh
[1] april22collective
[1] children

Top Hashtags in Tweet in G3:
[12] maternalhealth
[7] gburggh22
[5] pregnancy
[4] health
[4] maternal
[3] postpartum
[3] nyc
[3] birth
[3] maternalmhmatters
[3] worldmmhday

Top Hashtags in Tweet in G4:
[1] acaheretostay
[1] il14
[1] womenshistorymonth
[1] meetthemembers

Top Hashtags in Tweet in G5:
[1] onev1
[1] bluevoicesga
[1] demcastga
[1] dems4usa
[1] meievents
[1] iran

Top Hashtags in Tweet in G6:
[20] bmhw22
[10] momnibus
[8] maternalhealth
[5] bmhw2022
[4] dc4dward3
[4] mmhforum2022
[4] bmc
[4] foodjustice
[4] birthingjustice
[3] community

Top Hashtags in Tweet in G8:
[1] congressinparliament

Top Hashtags in Tweet in G10:
[52] chad
[9] comoros
[9] children
[6] cancer
[5] ethiopia
[4] covid19
[2] endexploitativemarketing
[1] defeatguineaworm
[1] ukraine
[1] vaccination

Top Words
Top Words in Tweet in Entire Graph:
[5895] health
[4114] maternal
[2634] women
[2039] services
[1514] over
[1514] diseases
[1509] communicable
[1486] facilities
[1464] dying
[1462] half

Top Words in Tweet in G1:
[2066] women
[1034] sanctions
[1033] special
[1033] place
[1033] hell
[1033] help
[1033] madeline
[1033] albright
[1033] iraq
[1033] led

Top Words in Tweet in G2:
[2299] health
[1832] services
[1502] communicable
[1501] diseases
[1451] over
[1451] half
[1451] facilities
[1451] tigray
[1451] operational
[1451] hundreds

Top Words in Tweet in G3:
[380] health
[323] maternal
[87] child
[73] care
[63] black
[59] women
[43] more
[42] mortality
[34] infant
[34] nutrition

Top Words in Tweet in G4:
[474] health
[285] maternal
[238] black
[235] laurenunderwood
[232] disparities
[231] congresswoman
[231] policy
[231] expert
[231] co
[231] founded

Top Words in Tweet in G5:
[247] health
[246] maternal
[243] reverendwarnock
[235] once
[234] bill
[234] law
[233] included
[233] government
[233] funding
[233] package

Top Words in Tweet in G6:
[169] health
[162] maternal
[65] black
[51] week
[38] women
[31] blkmamasmatter
[30] care
[25] community
[23] mental
[22] act

Top Words in Tweet in G7:
[109] midwifery
[102] today
[102] expansion
[102] doula
[102] program
[101] nychealthcmo
[101] citywide
[99] nycmayorsoffice
[97] nychealthy
[89] announced

Top Words in Tweet in G8:
[161] workers
[161] tea
[161] plantations
[161] live
[161] abject
[161] poverty
[161] rs
[161] 1000
[161] crores
[161] welcome

Top Words in Tweet in G9:
[122] maternal
[112] health
[110] people
[108] five
[107] reminder
[107] oklahoma
[107] ranks
[107] bottom
[107] outcomes
[107] means

Top Words in Tweet in G10:
[79] health
[58] very
[58] general
[57] support
[54] drtedros
[52] productive
[52] meeting
[52] ismael
[52] barh
[52] bachar

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1599] maternal,health
[1507] communicable,diseases
[1475] health,facilities
[1456] over,half
[1456] half,health
[1456] facilities,tigray
[1456] tigray,operational
[1456] operational,hundreds
[1455] hundreds,dying
[1455] dying,communicable

Top Word Pairs in Tweet in G1:
[1033] special,place
[1033] place,hell
[1033] hell,women
[1033] women,help
[1033] help,women
[1033] women,madeline
[1033] madeline,albright
[1033] albright,sanctions
[1033] sanctions,iraq
[1033] iraq,led

Top Word Pairs in Tweet in G2:
[1501] communicable,diseases
[1451] over,half
[1451] half,health
[1451] health,facilities
[1451] facilities,tigray
[1451] tigray,operational
[1451] operational,hundreds
[1450] hundreds,dying
[1450] dying,communicable
[1317] diseases,well

Top Word Pairs in Tweet in G3:
[112] maternal,health
[69] child,health
[65] maternal,child
[34] health,care
[30] maternal,mortality
[26] maternal,infant
[25] mental,health
[25] black,maternal
[18] health,nutrition
[17] infant,health

Top Word Pairs in Tweet in G4:
[242] maternal,health
[234] black,maternal
[231] congresswoman,laurenunderwood
[231] laurenunderwood,health
[231] health,policy
[231] policy,expert
[231] expert,co
[231] co,founded
[231] founded,black
[231] health,caucus

Top Word Pairs in Tweet in G5:
[245] maternal,health
[234] health,bill
[233] bill,included
[233] included,government
[233] government,funding
[233] funding,package
[233] package,means
[233] means,once
[233] once,signed
[233] signed,law

Top Word Pairs in Tweet in G6:
[83] maternal,health
[47] black,maternal
[31] health,week
[23] mental,health
[22] maternal,mental
[21] health,care
[19] maternal,child
[19] child,health
[18] maternal,mortality
[15] health,stillbirth

Top Word Pairs in Tweet in G7:
[102] doula,program
[89] nychealthy,nycmayorsoffice
[88] nycmayorsoffice,announced
[88] announced,expansion
[88] program,midwifery
[88] midwifery,initiative
[87] today,nychealthy
[87] expansion,citywide
[87] citywide,doula
[86] nychealthcmo,today

Top Word Pairs in Tweet in G8:
[161] workers,tea
[161] tea,plantations
[161] plantations,live
[161] live,abject
[161] abject,poverty
[161] poverty,rs
[161] rs,1000
[161] 1000,crores
[161] crores,welcome
[161] welcome,provided

Top Word Pairs in Tweet in G9:
[112] maternal,health
[107] reminder,oklahoma
[107] oklahoma,ranks
[107] ranks,bottom
[107] bottom,five
[107] five,maternal
[107] health,outcomes
[107] outcomes,means
[107] means,pregnant
[107] pregnant,people

Top Word Pairs in Tweet in G10:
[52] very,productive
[52] productive,meeting
[52] meeting,ismael
[52] ismael,barh
[52] barh,bachar
[52] bachar,#chad
[52] #chad,ministry
[52] ministry,health
[52] health,secretary
[52] secretary,general

Top Replied-To
Top Replied-To in Entire Graph:
@marshablackburn
@kwwdnetwork
@nychealthcmo
@kenyaprojectske
@lockerc18
@munyaophilip
@ivanomartin
@_mama_ke
@gopchairwoman
@nycmayor

Top Replied-To in G2:
@ungeneva

Top Replied-To in G4:
@tnovsa

Top Replied-To in G5:
@reverendwarnock

Top Replied-To in G6:
@vp
@mmhla2
@2020momproject
@hrsagov
@flynnkristina

Top Replied-To in G7:
@nychealthcmo
@nycmayor
@braedalibby
@nycmayorsoffice

Top Replied-To in G10:
@drtedros

Top Mentioned
Top Mentioned in Entire Graph:
@lowkey0nline
@reverendwarnock
@laurenunderwood
@teampelosi
@kafu__y
@youadey
@brhanene
@leti_tade
@incindia
@hibiyee

Top Mentioned in G1:
@lowkey0nline

Top Mentioned in G2:
@kafu__y
@youadey
@brhanene
@leti_tade
@hibiyee
@sarakidane7
@jeremycorbyn
@unicefchief
@netsanetasmare1
@tgngsti

Top Mentioned in G3:
@bosguyinatl

Top Mentioned in G4:
@laurenunderwood
@teampelosi
@aviflygirl
@tnovsa
@reverendwarnock
@nationalnowpac
@ohiobmhc
@ohhousedems
@kassiemcclung

Top Mentioned in G5:
@reverendwarnock
@cherylbluewave
@middleeastinst

Top Mentioned in G6:
@blkmamasmatter
@bmhcaucus
@marchformoms
@surgeon_general
@now_wellchild
@vital_village
@black_midwives
@potus
@2020momproject
@vp

Top Mentioned in G7:
@nychealthcmo
@nycmayorsoffice
@nychealthy
@nycmayor
@awilliamsisom
@katelsmart
@niaeducational
@fabien_levy
@qnsbprichards
@bronxbp

Top Mentioned in G8:
@incindia
@gauravgogoiasm

Top Mentioned in G9:
@kassiemcclung
@gothamist
@courtneylundo
@mrslisaewright
@econhardship
@lisquart
@clewisreports
@parentsmagazine
@deborahjianlee
@nycmayor

Top Mentioned in G10:
@drtedros
@who
@unicef
@1cinys
@mohamedfall
@drnonosimelela
@czacharopoulou
@spirhr
@whoethiopia
@un

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@dichristine
@andyvermaut
@stigmabasea
@cagney1991
@7b73f39b85e1415
@debilu2
@sddphoto
@bannerite
@john1966olsen

Top Tweeters in G1:
@johnjoechad
@thefabledaesop
@christinejameis
@senseof_outrage
@leocullen4
@hughjaeger
@socialistvoice
@lalitapetila
@carolehope2
@hopeeternall

Top Tweeters in G2:
@theeconomist
@ruftaraya
@letebrhangebre1
@ferwinib
@nigsti_tigray
@mussietesfaye4
@gebrihethg
@romhai_h
@great_tgray
@peacefromchrist

Top Tweeters in G3:
@andyvermaut
@stigmabasea
@sddphoto
@hagiwararyu11
@adabagcompany
@nadiasindi
@madhyamam
@newsfrombw
@deccanherald
@shonatiger

Top Tweeters in G4:
@cagney1991
@7b73f39b85e1415
@bannerite
@givemepie360
@meidas_damon
@paulstewartii
@joanisparkles
@straitarrow10
@lindacollins11
@jodotcom

Top Tweeters in G5:
@dichristine
@pink1963dsw
@tottenbill
@justice4all01
@fiyasturm
@mijomojo1
@enidlogan
@4tybin
@lesliejoan58
@johnastewart7

Top Tweeters in G6:
@thehill
@all435reps
@the3jsmom
@agitatorsneeded
@starcolombo
@washtimes
@minnesotamarys
@jrbaltmd57
@moughthere
@doesitfreeus

Top Tweeters in G7:
@uwesteiner
@arcange52536129
@buckysmiles
@_thegoodonesgo
@glamama
@juicydee1
@neckesjanice
@cards79
@cpo10za
@michael91693258

Top Tweeters in G8:
@shanmugam_18
@mangellife29
@rakeshk35974444
@arshadchishti_
@nksahu55
@hearthacker41
@adiravia
@incghogha
@nil_deshbhratar
@07eldho

Top Tweeters in G9:
@firstgentleman
@marypcbuk
@thatvdovault
@portraitse
@anildash
@zigged
@soldierdtruth
@kaiordiie
@sandymaxey
@kevinwardrop

Top Tweeters in G10:
@jornalistavitor
@paolo_r_2012
@theoneangels
@awtash4
@hephaistos_ai
@ur6dsoo9fmbeomy
@ezeonufo
@villanidia
@un
@who


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