Maternal health, Twitter, 3/21/2022 4:33:43 AM, 273360


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Maternal health_2022-03-20_21-10-58.xlsx
Maternal health_2022-03-20_21-10-58.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 21, 2022
Short Description:
Maternal health via NodeXL https://bit.ly/36xKbg6
@all435reps
@azeb_ea
@tsigetigray
@repkirkpatrick
@potus
@jeremycorbyn
@unicefchief
@unfpa
@voiceoftigray21
@hafen18293686

Top hashtags:
#500daysoftigraygenocide
#maternalhealth
#justice4tigraywomen
#health

Description:
Description
The graph represents a network of 4,221 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, 21 March 2022 at 04:14 UTC.

The requested start date was Monday, 21 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 4-day, 11-hour, 50-minute period from Tuesday, 15 March 2022 at 17:03 UTC to Sunday, 20 March 2022 at 04:53 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 : 4221
Unique Edges : 3320
Edges With Duplicates : 12997
Total Edges : 16317
Number of Edge Types : 5
Retweet : 6157
MentionsInRetweet : 7109
Tweet : 508
Mentions : 2419
Replies to : 124
Self-Loops : 560
Reciprocated Vertex Pair Ratio : 0.0128656256872663
Reciprocated Edge Ratio : 0.0254044077733145
Connected Components : 604
Single-Vertex Connected Components : 212
Maximum Vertices in a Connected Component : 1910
Maximum Edges in a Connected Component : 12210
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.76325
Graph Density : 0.000517105288273146
Modularity : 0.428418
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,221 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, 21 March 2022 at 04:14 UTC.

The requested start date was Monday, 21 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 4-day, 11-hour, 50-minute period from Tuesday, 15 March 2022 at 17:03 UTC to Sunday, 20 March 2022 at 04:53 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:
[22] https://www.thenation.com/article/environment/climate-change-maternal-health/
[7] https://ncpolicywatch.com/2022/03/18/pw-special-report-a-program-for-black-doulas-and-black-mothers-at-unc-aims-to-improve-maternal-health-and-create-a-workforce-pipeline/
[7] https://us02web.zoom.us/meeting/register/tZMvc-ytqj0vHdbZWB62NbnAC9s02GS_OlZb
[5] https://blackmamasmatter.org/bmhw/?msclkid=e4be0fdba6ce11ec85ab2eca04868937
[5] https://tcf.org/content/commentary/worsening-u-s-maternal-health-crisis-three-graphs/
[5] https://globalcommunities.org/effects/
[5] https://www.telegraph.co.uk/global-health/women-and-girls/indias-maternal-mortality-rates-decline-rural-communities/?utm_content=telegraph&utm_medium=Social&utm_campaign=Echobox&utm_source=Twitter#Echobox=1647514544-1
[5] https://www.healthaffairs.org/doi/10.1377/hlthaff.2022.00036?cookieSet=1
[5] https://www.2020mom.org/2022-annual-forum
[4] https://www.who.int/teams/maternal-newborn-child-adolescent-health-and-ageing/formula-milk-industry

Top URLs in Tweet in G2:
[1] https://twitter.com/iambrattyb/status/1351783624165744640

Top URLs in Tweet in G3:
[5] https://www.2020mom.org/2022-annual-forum
[5] https://tcf.org/content/commentary/worsening-u-s-maternal-health-crisis-three-graphs/
[3] https://hrsa-gov.zoomgov.com/meeting/register/vJIsc-ihqzktHEfBhkyyqVlMSvOQiv1-9L8
[2] https://www.nytimes.com/2022/02/23/health/maternal-deaths-pandemic.html
[2] https://www.washingtontimes.com/news/2022/mar/15/its-time-to-invest-in-maternal-health/
[2] https://p2a.co/leHXdrx?iframe=1
[2] https://alignmnh.org/2022/03/02/how-are-gender-based-violence-and-maternal-and-newborn-health-outcomes-linked-insights-from-chad-south-sudan-and-uganda/
[2] https://pbghpa.org/health-equity/
[1] https://blackmamasmatter.org/bmhw
[1] http://balckmamasmatter.org/BMHW

Top URLs in Tweet in G4:
[5] https://www.thenation.com/article/environment/climate-change-maternal-health/
[4] https://ncpolicywatch.com/2022/03/18/pw-special-report-a-program-for-black-doulas-and-black-mothers-at-unc-aims-to-improve-maternal-health-and-create-a-workforce-pipeline/
[3] https://twitter.com/mrs_g_rider/status/1504105121554309132
[3] https://www.govinfo.gov/app/details/BILLS-117s3824is
[2] https://www.insidephilanthropy.com/home/2022/3/15/to-address-sharp-disparities-in-maternal-health-a-foundation-turns-to-local-groups-for-solutions
[2] https://ashenewsdaily.com/health-healthy-living/unicef-wants-investment-in-primary-healthcare-to-prevent-maternal-death/
[2] https://www.jobinformant.com/2022/03/senior-technical-officer-maternal-neonatal-health-at-the-achieving-health-nigeria-initiative-ahni.html
[2] https://www.wired.com/story/the-war-in-ukraine-is-a-reproductive-health-crisis-for-millions/
[2] https://in.pairsonnalites.org/2022/03/indias-maternal-mortality-rates-are-in.html?utm_source=dlvr.it&utm_medium=twitter
[2] https://us02web.zoom.us/meeting/register/tZEkcOutrj0iH9zhRh2I6ZitRf08Yw_YTs14

Top URLs in Tweet in G5:
[2] https://twitter.com/WHO/status/1504545032862416898?s=20&t=LEm8jKzHw3_VovdsvF4Heg
[1] https://www.unfpa.org/news/maternal-and-reproductive-health-care-crisis-ethiopia
[1] https://www.unfpa.org/ukraine-conflict
[1] https://www.ukraine.who.foundation/
[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/
[1] https://www.unfpa.org/afghanistan-ground-delivering-women-and-girls
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanepe%2Farticle%2FPIIS2666-7762%2822%2900055-2%2Ffulltext&rc=0

Top URLs in Tweet in G6:
[1] https://twitter.com/Rizwow/status/1504545907815194630

Top URLs in Tweet in G7:
[2] https://pubmed.ncbi.nlm.nih.gov/34200387/
[1] https://link.springer.com/epdf/10.1007/s10995-022-03382-w?sharing_token=THOtHU9bQZ-xoINnKaS4tfe4RwlQNchNByi7wbcMAY7yu_a1yClzH5TgTDeRfySoqnzRa3WUzPj6EAZ4o4es4XdtG3YjdDThLbD6qGKsJrCsS8wxjWFlZifY5vw_7-qZWkZkSQPSaL3CrYiE8uI9YZ1HSsnZ9-6y562IFcKnO1U%3D
[1] https://maternalhealthlearning.org/2022-nmhis-call-for-proposals/
[1] https://www.medicaidinnovation.org/news/item/imi-awarded-new-grant-to-lead-national-maternal-health-learning-collaborative
[1] https://twitter.com/mommasvoices/status/1504433127443374085
[1] https://www.njspotlightnews.org/video/hopes-of-improved-care-now-that-trenton-is-to-get-maternal-and-infant-health-center/?fbclid=IwAR3Mk7clU_BAOEiilsD3AMFecqPXcpVFqNGJEZ20KfKTeos9S3wNVDyYTJs
[1] https://blackmaternalhealthcaucus-underwood.house.gov/media/press-releases/black-maternal-health-caucus-celebrates-inclusion-nearly-1-billion-maternal

Top URLs in Tweet in G9:
[3] https://www.healthaffairs.org/doi/10.1377/hlthaff.2022.00036?cookieSet=1
[3] https://www.njspotlightnews.org/video/hopes-of-improved-care-now-that-trenton-is-to-get-maternal-and-infant-health-center/
[1] https://www.healthdata.org/research-article/progress-health-among-regions-ethiopia-1990%E2%80%932019-subnational-country-analysis
[1] https://www.healthaffairs.org/doi/full/10.1377/hlthaff.2022.00036?utm_medium=social&utm_source=twitter&utm_campaign=march2022issue&utm_content=marill&cookieSet=1
[1] https://www.rwjf.org/birthjustice
[1] https://www.healthaffairs.org/doi/full/10.1377/hlthaff.2022.00173?cookieSet=1
[1] https://twitter.com/Health_Affairs/status/1501603728285220867
[1] https://twitter.com/newjerseyeda/status/1501992796357545987
[1] https://www.healthaffairs.org/doi/10.1377/hlthaff.2022.00036
[1] https://aamc-org.zoom.us/meeting/register/tJwrdeqrqjkrGtPO09EFHYq-shQm74Ee-Ras?j=868117&utm_source=twitter&utm_medium=aamcjustice&utm_content=24225b6b-65da-4718-a7f5-9d5c85dd05d5

Top URLs in Tweet in G10:
[1] https://www.gatesfoundation.org/our-work/programs/global-development/maternal-newborn-and-child-health

Top Domains
Top Domains in Tweet in Entire Graph:
[74] twitter.com
[26] thenation.com
[14] zoom.us
[14] nih.gov
[13] co.uk
[9] healthaffairs.org
[8] ncpolicywatch.com
[8] p2a.co
[7] youtube.com
[7] 2020mom.org

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

Top Domains in Tweet in G3:
[11] twitter.com
[7] 2020mom.org
[6] tcf.org
[3] zoomgov.com
[2] nytimes.com
[2] washingtontimes.com
[2] govtrack.us
[2] jotform.com
[2] p2a.co
[2] alignmnh.org

Top Domains in Tweet in G4:
[17] twitter.com
[6] nih.gov
[6] thenation.com
[5] p2a.co
[5] google.com
[5] ncpolicywatch.com
[4] govinfo.gov
[3] bah.com
[3] co.uk
[3] blogspot.com

Top Domains in Tweet in G5:
[3] unfpa.org
[2] twitter.com
[2] who.int
[1] who.foundation
[1] elsevierhealth.com

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G7:
[2] nih.gov
[1] springer.com
[1] maternalhealthlearning.org
[1] medicaidinnovation.org
[1] twitter.com
[1] njspotlightnews.org
[1] house.gov

Top Domains in Tweet in G9:
[6] healthaffairs.org
[4] njspotlightnews.org
[2] twitter.com
[2] zoom.us
[1] healthdata.org
[1] rwjf.org
[1] mhtf.org
[1] njeda.com
[1] apha.org

Top Domains in Tweet in G10:
[1] gatesfoundation.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[554] 500daysoftigraygenocide
[59] maternalhealth
[41] justice4tigraywomen
[24] health
[22] mmhadvocacy
[19] maternal
[14] maternalmentalhealth
[13] momnibus
[13] himss22
[12] healthequity



Top Hashtags in Tweet in G1:
[248] 500daysoftigraygenocide
[4] justice4tigraywomen
[2] justice4tigray

Top Hashtags in Tweet in G2:
[298] 500daysoftigraygenocide
[37] justice4tigraywomen
[4] children
[1] supporthr6600

Top Hashtags in Tweet in G3:
[28] maternalhealth
[15] mmhadvocacy
[13] momnibus
[9] maternalmentalhealth
[8] acog2022
[7] gbv
[5] intothelight
[5] advocacy
[5] policy
[5] c4tc

Top Hashtags in Tweet in G4:
[8] health
[7] pregnancy
[5] blanketchange
[4] maternalhealth
[4] birth
[3] maternalmentalhealth
[3] maternity
[3] womenshealth
[3] maternal
[3] midwife

Top Hashtags in Tweet in G5:
[4] ukraine
[1] ethiopia
[1] covid19
[1] endexploitativemarketing
[1] srhr
[1] afghanistan
[1] healthforall

Top Hashtags in Tweet in G7:
[4] childopportunityindex
[3] maternalhealthmoves
[2] maternalhealthinnovation
[2] maternalhealth
[2] psaw22
[1] mhlic
[1] medicaid
[1] prenatal
[1] peds

Top Hashtags in Tweet in G9:
[7] healthequity
[5] leadingtohealth
[4] gbdstudy
[4] ethiopia
[4] nurturenj
[2] maternalhealth
[1] ncds
[1] innovation
[1] socialimpact
[1] healthdisparities

Top Words
Top Words in Tweet in Entire Graph:
[11685] services
[7530] maternal
[6987] health
[5837] providing
[5228] children
[5212] 16
[5211] less
[5207] drastically
[5207] disrupted
[3641] vaccination

Top Words in Tweet in G1:
[9666] services
[4833] maternal
[4833] providing
[4581] children
[4581] drastically
[4581] disrupted
[4581] less
[4581] 16
[4581] health
[3071] vaccination

Top Words in Tweet in G2:
[1847] services
[924] providing
[922] maternal
[588] drastically
[588] disrupted
[588] less
[588] 16
[588] health
[584] children
[535] vaccination

Top Words in Tweet in G3:
[250] maternal
[218] health
[92] mental
[66] women
[61] today
[56] black
[48] act
[42] join
[40] potus
[36] law

Top Words in Tweet in G4:
[282] health
[243] maternal
[53] child
[42] mortality
[35] women
[34] black
[31] care
[30] mental
[24] pregnancy
[23] more

Top Words in Tweet in G5:
[58] health
[44] maternal
[34] those
[25] needs
[24] unfpa
[23] well
[23] women
[21] care
[19] jabalpur
[19] more

Top Words in Tweet in G6:
[162] yasmin
[81] someone
[81] campaigned
[81] rashid
[81] twice
[81] tell
[81] farthest
[81] thing
[81] truth
[81] dr

Top Words in Tweet in G7:
[93] health
[76] maternal
[38] dental
[38] during
[38] pregnancy
[36] sassye
[36] total
[36] blind
[36] spot
[36] critically

Top Words in Tweet in G8:
[6] health
[4] maternal
[3] kristanhawkins
[3] lower
[2] universal
[2] care
[2] rates
[2] death
[2] provide

Top Words in Tweet in G9:
[47] maternal
[44] health
[21] black
[18] equity
[17] advance
[14] health_affairs
[13] highlights
[13] center
[12] infant
[11] efforts

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5801] maternal,services
[5247] health,services
[5207] services,drastically
[5207] drastically,disrupted
[5207] disrupted,less
[5207] less,16
[5207] 16,health
[5207] services,providing
[5202] children,maternal
[3636] providing,vaccination

Top Word Pairs in Tweet in G1:
[4833] maternal,services
[4581] children,maternal
[4581] services,drastically
[4581] drastically,disrupted
[4581] disrupted,less
[4581] less,16
[4581] 16,health
[4581] health,services
[4581] services,providing
[3071] providing,vaccination

Top Word Pairs in Tweet in G2:
[922] maternal,services
[589] services,providing
[588] services,drastically
[588] drastically,disrupted
[588] disrupted,less
[588] less,16
[588] 16,health
[588] health,services
[583] children,maternal
[535] providing,vaccination

Top Word Pairs in Tweet in G3:
[91] maternal,health
[88] maternal,mental
[82] mental,health
[35] potus,signed
[27] quality,improvement
[27] improvement,act
[26] maternal,mortality
[26] black,maternal
[24] black,women
[20] #maternalhealth,quality

Top Word Pairs in Tweet in G4:
[81] maternal,health
[37] maternal,child
[30] child,health
[30] maternal,mortality
[29] mental,health
[23] maternal,mental
[18] maternal,infant
[16] health,care
[15] black,maternal
[15] infant,health

Top Word Pairs in Tweet in G5:
[28] maternal,health
[17] drtedros,moh_ukraine
[17] moh_ukraine,those
[17] those,needs
[17] needs,immense
[17] immense,include
[17] include,continuity
[17] continuity,care
[17] care,basic
[17] basic,illnesses

Top Word Pairs in Tweet in G6:
[81] someone,campaigned
[81] campaigned,yasmin
[81] yasmin,rashid
[81] rashid,twice
[81] twice,tell
[81] tell,farthest
[81] farthest,thing
[81] thing,truth
[81] truth,dr
[81] dr,yasmin

Top Word Pairs in Tweet in G7:
[55] maternal,health
[38] dental,health
[38] during,pregnancy
[36] sassye,total
[36] total,blind
[36] blind,spot
[36] spot,maternal
[36] health,dental
[36] health,critically
[36] critically,important

Top Word Pairs in Tweet in G8:
[2] universal,health
[2] health,care
[2] maternal,health

Top Word Pairs in Tweet in G9:
[20] maternal,health
[15] black,maternal
[12] advance,equity
[12] equity,black
[12] maternal,infant
[11] efforts,advance
[8] highlights,pennmedicine's
[8] infant,health
[7] health,innovation
[7] innovation,center

Top Replied-To
Top Replied-To in Entire Graph:
@waci_tweets
@drtedros
@hmdoppelganger
@potus
@bearcatmta
@gregabbott_tx
@davidliberty311
@ivy_llynn
@ztoobin
@chipatitijuana

Top Replied-To in G3:
@potus
@hmdoppelganger
@lbkirsop
@fleroy1974
@positivelymyeek
@repunderwood
@latinjessica
@jackiepalmer46

Top Replied-To in G5:
@drtedros

Top Replied-To in G7:
@sassye

Top Replied-To in G8:
@ivy_llynn
@shadow_cat_81
@kristanhawkins
@mdmatthewskc

Top Replied-To in G9:
@health_affairs

Top Replied-To in G10:
@georgeg93021521

Top Mentioned
Top Mentioned in Entire Graph:
@jeremycorbyn
@unicefchief
@tigray72623712
@hafen18293686
@letush05907142
@eyerus16082101
@freweynibekele5
@meleytesfamari1
@mlat33679688
@tite56012815

Top Mentioned in G1:
@tigray72623712
@jeremycorbyn
@unicefchief
@hafen18293686
@letush05907142
@eyerus16082101
@meleytesfamari1
@freweynibekele5
@mlat33679688
@tite56012815

Top Mentioned in G2:
@jeremycorbyn
@unicefchief
@asteiner
@winnie_byanyima
@keir_starmer
@fcdogovuk
@hafen18293686
@hewan27
@tdf1515
@asefakalayu5

Top Mentioned in G3:
@potus
@reprobinkelly
@2020momproject
@vp
@hhs_iea
@shadesofblueprj
@marchofdimesceo
@mmhla2
@blkmamasmatter
@hrsagov

Top Mentioned in G4:
@freehealth9ja
@sueh731
@bosguyinatl
@healthypinellas
@medicalworldnig
@genusfamily
@medtrans_go
@maxayoti
@stigmabasea

Top Mentioned in G5:
@who
@unfpa
@un
@moh_ukraine
@whofoundation
@usaid_nishtha
@abhwc_mp
@drtedros
@unicef
@usaid_india

Top Mentioned in G6:
@haleemak_

Top Mentioned in G7:
@ecugrad2010
@sassye
@innov8medicaid
@tjcommission
@diversitydataki
@mhlic_org
@ualbanysph
@wk_kellogg_fdn
@npicperinatal
@mommasvoices

Top Mentioned in G8:
@kristanhawkins
@barrennessblack
@picklemrs
@stevecraig5150
@sapienwoman
@badams820
@wanderinglord
@murphyyuiko
@mjb24681
@sw_hi_coo

Top Mentioned in G9:
@pennmedicine
@health_affairs
@firstladynj
@keanuniversity
@maternal_hub
@michelecmarill
@newjerseyeda
@ephiethiopia
@kevinbmahoney
@florenciapolite

Top Mentioned in G10:
@provaxtexan
@frankdelia7
@volpiranyas
@callmeeonly
@slemar_
@estespga
@_mamadeb
@crabb_vicki
@agoldsmithesq
@andrewlazarus4

Top Tweeters
Top Tweeters in Entire Graph:
@falconhamada_90
@stigmabaseu
@stigmabasea
@monicasloves
@mobiquotes
@7b73f39b85e1415
@inquirerdotnet
@prpnews
@thehill
@dgendvil

Top Tweeters in G1:
@ruftaraya
@ferwinib
@mussietesfaye4
@nigsti_tigray
@gebrihethg
@peacefromchrist
@great_tgray
@romhai_h
@setitag
@tsegumeli

Top Tweeters in G2:
@aksumhager
@andomberhe5
@zufan158327321
@abokazhanova
@tigrayprevail21
@hantawedi
@abpf14
@daniel_kahssay
@aaropm
@hailetsigab

Top Tweeters in G3:
@thehill
@all435reps
@vernellgordon
@sundene
@washtimes
@pragobots
@dancygeorgia
@hiringcare
@gunderwood3
@roadkingrider2

Top Tweeters in G4:
@stigmabaseu
@stigmabasea
@mobiquotes
@prpnews
@quorumcall
@yombe
@politicallylib
@_woman_health
@nazmulmarketer1
@keenessays

Top Tweeters in G5:
@yayayarndiva
@onomsalam2pas
@scratchinpro
@jdignum
@ow_my_back_
@andyanderson30
@skel531
@maureen_oesch
@chrislancashir3
@toymom303

Top Tweeters in G6:
@fahad_pti
@gul5waqas
@sraza381
@einstonerrr
@salmanjpt
@abbasitahir43
@thisharoon
@lmbisaat
@ssarfraz001
@imyrathore

Top Tweeters in G7:
@radseed
@galacticphobos
@princesseva43
@thomasahester2
@enbysousa
@curiousgeorgee7
@grumpyduchess_
@wild_wanderer
@hristogambostin
@yaardiiee

Top Tweeters in G8:
@vincegottalotta
@medwoman1
@viktor_renquist
@murphyyuiko
@feloneouscat
@stevieanntas
@photoartist9
@thelivingkira
@bitterclingerpa
@raginxcajun

Top Tweeters in G9:
@monitor_ph
@benhaygood
@onijoseph
@njspotlightnews
@sbc111
@penn
@drfaniel
@health_affairs
@publichealth
@mhtf

Top Tweeters in G10:
@doritmi
@_mamadeb
@monstercoyliar
@takethatct
@mcfunny
@frankdelia7
@carlsmythe
@andrewlazarus4
@skepticalmutant
@tonybaduy


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