Maternal health, Twitter, 11/3/2020 7:58:23 PM, 239380


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Maternal health_2020-11-01_19-44-50.xlsx
Maternal health_2020-11-01_19-44-50.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 03, 2020
Short Description:
Maternal health via NodeXL https://bit.ly/2HXLqsG
@senschumer
@attorneycrump
@shawntejamesmd
@artsakhombuds
@jacquel73189742
@dianabaghdasar8
@whereismyvote_
@tatev74314536
@hulagirl05
@vickiringer

Top hashtags:
#azerbaijan
#stepanakert
#covid19
#nuamaa
#transgenders

Description:
Description
The graph represents a network of 7,949 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, 02 November 2020 at 03:52 UTC.

The requested start date was Monday, 02 November 2020 at 01:01 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 11-day, 4-hour, 7-minute period from Wednesday, 21 October 2020 at 07:23 UTC to Sunday, 01 November 2020 at 11:30 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 : 7949
Unique Edges : 4680
Edges With Duplicates : 11902
Total Edges : 16582
Number of Edge Types : 5
Retweet : 5504
MentionsInRetweet : 7601
Replies to : 368
Mentions : 1980
Tweet : 1129
Self-Loops : 1167
Reciprocated Vertex Pair Ratio : 0.0214937038645245
Reciprocated Edge Ratio : 0.0420828905419766
Connected Components : 1089
Single-Vertex Connected Components : 497
Maximum Vertices in a Connected Component : 4209
Maximum Edges in a Connected Component : 10326
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 11.314654
Graph Density : 0.000148942715650217
Modularity : 0.569859
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 7,949 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, 02 November 2020 at 03:52 UTC.

The requested start date was Monday, 02 November 2020 at 01:01 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 11-day, 4-hour, 7-minute period from Wednesday, 21 October 2020 at 07:23 UTC to Sunday, 01 November 2020 at 11:30 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:
[39] https://disrupt-africa.com/2020/10/kenyas-ilara-health-secures-1-1m-gates-foundation-grant-to-improve-maternal-health-outcomes/
[17] https://twitter.com/drlindaobgyn/status/1321220767615459328
[15] https://www.forbes.com/sites/tommywilliams1/2020/10/28/meet-ilara-health-health-tech-company-improving-maternal-health-backed-by-bill--melinda-gates-foundation/?utm_source=dlvr.it&utm_medium=twitter
[14] https://www.mobihealthnews.com/news/himss-announces-global-tech-challenge-improve-maternal-health-outcomes-worldwide
[13] https://www.eventbrite.com/e/maternal-health-and-family-planning-in-nj-working-toward-better-outcomes-tickets-126175282667
[12] https://www.forbes.com/sites/tommywilliams1/2020/10/28/meet-ilara-health-health-tech-company-improving-maternal-health-backed-by-bill--melinda-gates-foundation/
[11] https://usaidmomentum.org/?utm_source=toolkit&utm_medium=twitter&utm_campaign=launch
[10] https://www.medicalnewstoday.com/articles/what-will-the-us-election-mean-for-black-white-disparities-in-maternal-and-child-health
[9] https://www.reprosfightback.com/episodes-blog/waittrump-is-expanding-the-global-gag-rule-again
[8] https://www.urban.org/events/addressing-maternal-health-inequity-during-covid-19-pandemic

Top URLs in Tweet in G2:
[15] https://www.forbes.com/sites/tommywilliams1/2020/10/28/meet-ilara-health-health-tech-company-improving-maternal-health-backed-by-bill--melinda-gates-foundation/?utm_source=dlvr.it&utm_medium=twitter
[5] https://www.instyle.com/beauty/health-fitness/maternal-suicide-postpartum-depression?fbclid=IwAR0KIYWrf_EB5HsaC6yz84FQitQSMJ0ravtRApGrmHIuU5VKga3w0GzKEsI
[5] https://twitter.com/drlindaobgyn/status/1321220767615459328
[5] https://www.forbes.com/sites/tommywilliams1/2020/10/28/meet-ilara-health-health-tech-company-improving-maternal-health-backed-by-bill--melinda-gates-foundation/
[4] https://disrupt-africa.com/2020/10/kenyas-ilara-health-secures-1-1m-gates-foundation-grant-to-improve-maternal-health-outcomes/
[4] https://twitter.com/ecruoseR/status/1321419351535341568
[4] https://www.epw.in/journal/2020/43/special-articles/multiple-vulnerabilities-utilising-maternal-and.html
[3] https://www.medicalnewstoday.com/articles/what-will-the-us-election-mean-for-black-white-disparities-in-maternal-and-child-health
[3] https://www.mobihealthnews.com/news/himss-announces-global-tech-challenge-improve-maternal-health-outcomes-worldwide
[3] https://www.ucanews.com/news/nigerian-nuns-provide-free-maternal-care-for-women-with-fistula/90051

Top URLs in Tweet in G3:
[2] https://twitter.com/artsakhombuds/status/1321418084951957507
[1] https://twitter.com/armenianunified/status/1321436985291116546

Top URLs in Tweet in G4:
[1] https://twitter.com/henrymcmaster/status/1319474714209902592
[1] https://share.demcastusa.com/campaign/C195A143-0191-4753-926F-1A9FCF7DFB01/static?url=aHR0cHM6Ly9zZWN1cmUuYWN0Ymx1ZS5jb20vZG9uYXRlL2dhYmx1ZTIwMjA=&image_id=45A5CEE4-B6C3-42C9-9C15-1CAAABF37B7D&social_network=twitter

Top URLs in Tweet in G5:
[1] https://twitter.com/ecruoser/status/1321419351535341568
[1] https://twitter.com/ecruoseR/status/1321419351535341568

Top URLs in Tweet in G6:
[3] https://www.centreformentalhealth.org.uk/call-evidence-impact-covid-19-maternal-mental-health
[2] https://www.change.org/p/world-health-organisation-to-include-information-on-paternal-mental-health-on-world-health-organisation-website?recruiter=857258885&utm_source=share_petition&utm_medium=twitter&utm_campaign=share_petition&utm_term=G%3ESearch%3ESAP%3EUK%3ENonBrand%3EExact&recruited_by_id=e5eca7d0-1330-11e8-8d65-1b650c04f468&use_react=false
[1] https://www.crowdfunder.co.uk/blackmumsupportfund
[1] https://twitter.com/thebeansmum/status/1322660359220637696
[1] https://twitter.com/Robinson_Linds/status/1322141534897188865
[1] https://www.facebook.com/haveyouseenthatgirl/posts/2720288211570954
[1] https://maternalmentalhealthalliance.org/projects/specialist-maternal-mental-health-midwives/
[1] https://maternalmentalhealthalliance.org/wp-content/uploads/Survey-of-Heads-of-Midwifery-Specalist-Maternal-Mental-Health-Midwives.pdf
[1] https://twitter.com/WHO/status/1301613909930115072/photo/1
[1] https://www.who.int/activities/identifying-common-areas-of-progress-with-the-every-newborn-action-plan

Top URLs in Tweet in G7:
[6] https://www.eventbrite.com/e/racism-pre-conference-session-birthing-while-black-tickets-119437232979
[5] https://www.wnyc.org/story/30-issues-maternal-and-other-health-disparities/
[3] http://www.publichealthnewswire.org/?p=obstetric-violence
[3] https://www.nationalpartnership.org/about-us/join-our-team/senior-manager-maternal-health.html
[3] https://www.beccarausch.com/
[2] https://twitter.com/MOTHERLAB20/status/1321927321167798276
[2] https://covidadaptations.org:443/
[2] https://twitter.com/SRHgroup_ITM/status/1321432741255221248
[2] https://confrontinginequality.splashthat.com/twitter
[2] https://www.beccarausch.com/connect

Top URLs in Tweet in G9:
[3] https://docs.google.com/forms/d/e/1FAIpQLSfh6nmoif7sjUDgJO0k0zrSRhEMTCUMWGzd_QUEZFBo85rJ8Q/viewform?usp=send_form
[2] https://docs.google.com/forms/d/e/1FAIpQLSfh6nmoif7sjUDgJO0k0zrSRhEMTCUMWGzd_QUEZFBo85rJ8Q/viewform
[2] https://amref.org/kenya/news/unusual-partnerships-rangers-scouts-frontline-improving-maternal-child-health-rangelands/
[1] https://en.vietnamplus.vn/unfpa-assists-women-girls-affected-by-floods-in-central-region/189588.vnp
[1] https://www.vietnamplus.vn/unfpa-ho-tro-phu-nu-tre-em-gai-bi-anh-huong-boi-lu-lut-tai-mien-trung/674516.vnp
[1] https://qualityhealthcareawards.com/awards/
[1] https://www.newtonfund.ac.uk/news/latest-news/newton-prize-2020-shortlist-announced/
[1] https://twitter.com/angienguku/status/1321655706378997762
[1] https://www.unfpa.org/updates/testing-innovations-break-through-maternal-health-bottlenecks-during-covid19-and-beyond
[1] https://www.idrc.ca/en/program/maternal-and-child-health

Top URLs in Tweet in G10:
[6] https://twitter.com/drlindaobgyn/status/1321220767615459328

Top Domains
Top Domains in Tweet in Entire Graph:
[240] twitter.com
[39] disrupt-africa.com
[33] eventbrite.com
[27] forbes.com
[27] mobihealthnews.com
[25] nih.gov
[21] youtube.com
[17] google.com
[17] usaidmomentum.org
[16] co.uk

Top Domains in Tweet in G2:
[68] twitter.com
[20] nih.gov
[20] forbes.com
[9] linkedin.com
[8] youtube.com
[8] mobihealthnews.com
[6] google.com
[5] zoom.us
[5] instyle.com
[4] disrupt-africa.com

Top Domains in Tweet in G3:
[3] twitter.com

Top Domains in Tweet in G4:
[1] twitter.com
[1] demcastusa.com

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

Top Domains in Tweet in G6:
[5] twitter.com
[3] org.uk
[2] maternalmentalhealthalliance.org
[2] change.org
[2] who.int
[1] co.uk
[1] facebook.com
[1] surveymonkey.com
[1] biomedcentral.com

Top Domains in Tweet in G7:
[21] twitter.com
[6] eventbrite.com
[5] wnyc.org
[5] beccarausch.com
[4] publichealthnewswire.org
[3] nationalpartnership.org
[3] splashthat.com
[2] confex.com
[2] marchformoms.org
[2] colloq2020.com

Top Domains in Tweet in G9:
[5] google.com
[2] vietnamplus.vn
[2] amref.org
[2] unfpa.org
[1] qualityhealthcareawards.com
[1] ac.uk
[1] twitter.com
[1] idrc.ca
[1] usaidmomentum.org
[1] donortracker.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[601] azerbaijan
[368] stepanakert
[120] covid19
[105] nuamaa
[105] transgenders
[91] maternal
[91] maternalhealth
[73] artsakh
[72] shushi
[61] apha2020



Top Hashtags in Tweet in G2:
[18] maternalhealth
[13] stopazerbaijaniaggression
[12] covid19
[12] stepanakert
[10] health
[10] maternal
[10] azerbaijan
[6] mentalhealth
[6] azerbaijani
[6] shushi

Top Hashtags in Tweet in G3:
[290] azerbaijan
[74] stepanakert
[52] artsakh
[51] shushi
[50] breaking
[17] humanist
[8] stopazerbaijaniaggression
[2] boycottturquie
[2] recognizeartsakh
[2] artsakhstrong

Top Hashtags in Tweet in G4:
[8] covid19
[1] ingov
[1] gasen
[1] demcastga

Top Hashtags in Tweet in G5:
[272] azerbaijan
[254] stepanakert
[7] artsakh
[2] shushi
[1] breaking
[1] stopazerbaijaniaggression
[1] peaceforarmenians

Top Hashtags in Tweet in G6:
[11] covid19
[10] mentalhealth
[4] maternalmentalhealth
[2] everynewborn
[1] bmmhw20
[1] babyweekbradford
[1] butnotmaternity
[1] postnataldepression
[1] perinatalmentalhealth
[1] covid19uk

Top Hashtags in Tweet in G7:
[53] apha2020
[39] maternal
[33] racism
[31] newborn
[18] covid19
[8] colloq20
[7] colloq2020
[6] maternalhealth
[5] breastfeeding
[5] antwerp

Top Hashtags in Tweet in G9:
[8] onehealth
[6] covid19
[5] qualityhealth_ke
[4] buildbackbetter
[4] srmnia
[3] whatwomenwant
[3] top
[2] unfpa
[2] vaw
[2] qhkawards

Top Words
Top Words in Tweet in Entire Graph:
[5970] health
[5271] maternal
[1709] act
[1222] care
[1168] black
[1065] more
[1008] women
[964] child
[920] quality
[853] different

Top Words in Tweet in G1:
[1537] act
[764] sen
[764] durbin
[764] took
[764] floor
[764] demand
[764] action
[764] american
[764] dream
[764] promise

Top Words in Tweet in G2:
[666] health
[525] maternal
[150] child
[87] women
[82] care
[76] more
[66] mortality
[55] black
[51] mental
[47] infant

Top Words in Tweet in G3:
[305] more
[305] 15
[305] times
[304] 28
[304] struck
[304] capital
[302] different
[302] parts
[290] oct
[260] stepanakert

Top Words in Tweet in G4:
[292] health
[271] maternal
[267] ranks
[266] sc
[266] worst
[266] 10
[266] states
[266] income
[266] wages
[266] education

Top Words in Tweet in G5:
[272] struck
[272] more
[272] 15
[272] times
[272] different
[272] parts
[271] armed
[271] forces
[269] capital
[256] #azerbaijan

Top Words in Tweet in G6:
[107] health
[85] maternal
[84] care
[74] mental
[62] impact
[60] pndandme
[58] mothers
[56] support
[55] katelawler
[53] given

Top Words in Tweet in G7:
[273] health
[150] maternal
[77] black
[71] session
[65] join
[61] women
[60] aphaphn
[53] #apha2020
[44] public
[43] phdiva0618

Top Words in Tweet in G8:
[201] health
[199] care
[198] racial
[198] inequality
[198] everywhere
[198] different
[198] many
[198] black
[198] women
[198] neglected

Top Words in Tweet in G9:
[112] maternal
[102] health
[67] unfpa
[55] unfpaken
[52] people
[37] healthcare
[37] centered
[34] systems
[31] better
[31] today

Top Words in Tweet in G10:
[158] maternal
[158] health
[157] black
[155] mortality
[155] rate
[155] public
[155] crisis
[154] _wytieceeee
[2] honestly
[2] believe

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2168] maternal,health
[790] health,quality
[776] sen,durbin
[776] durbin,took
[776] took,floor
[776] floor,demand
[776] demand,action
[776] action,american
[776] american,dream
[776] dream,promise

Top Word Pairs in Tweet in G1:
[764] sen,durbin
[764] durbin,took
[764] took,floor
[764] floor,demand
[764] demand,action
[764] action,american
[764] american,dream
[764] dream,promise
[764] promise,act
[764] act,shield

Top Word Pairs in Tweet in G2:
[203] maternal,health
[108] child,health
[106] maternal,child
[48] mental,health
[41] maternal,mortality
[38] ilara,health
[36] health,care
[35] health,center
[31] maternal,mental
[28] health,outcomes

Top Word Pairs in Tweet in G3:
[305] more,15
[305] 15,times
[302] struck,more
[302] times,different
[302] different,parts
[290] oct,28
[256] armed,forces
[252] forces,struck
[252] parts,capital
[246] capital,stepanakert

Top Word Pairs in Tweet in G4:
[266] sc,ranks
[266] ranks,worst
[266] worst,10
[266] 10,states
[266] states,income
[266] income,wages
[266] wages,education
[266] education,healthcare
[266] healthcare,overall
[266] overall,health

Top Word Pairs in Tweet in G5:
[272] struck,more
[272] more,15
[272] 15,times
[272] times,different
[272] different,parts
[271] armed,forces
[271] forces,struck
[268] parts,capital
[253] capital,#stepanakert
[252] #azerbaijan,armed

Top Word Pairs in Tweet in G6:
[74] mental,health
[61] maternal,mental
[54] pndandme,katelawler
[52] katelawler,everything
[52] everything,expectant
[52] expectant,mothers
[52] mothers,given
[52] given,right
[52] right,care
[52] care,support

Top Word Pairs in Tweet in G7:
[102] maternal,health
[43] public,health
[38] black,women
[37] 5th,annual
[35] please,join
[33] health,equity
[33] aphaphn,aphasrh
[33] free,virtual
[33] virtual,5th
[33] annual,pre

Top Word Pairs in Tweet in G8:
[198] racial,inequality
[198] inequality,everywhere
[198] everywhere,health
[198] health,care
[198] care,different
[198] different,many
[198] many,black
[198] black,women
[198] women,neglected
[198] neglected,ignored

Top Word Pairs in Tweet in G9:
[37] people,centered
[31] better,maternal
[30] maternal,health
[30] centered,healthcare
[28] unfpa,qhkawards
[28] qhkawards,webinar
[28] webinar,building
[28] building,people
[28] healthcare,systems
[28] systems,better

Top Word Pairs in Tweet in G10:
[157] black,maternal
[155] maternal,mortality
[155] mortality,rate
[155] rate,public
[155] public,health
[155] health,crisis
[154] _wytieceeee,black
[2] honestly,believe
[2] believe,black
[2] maternal,health

Top Replied-To
Top Replied-To in Entire Graph:
@jmekaofficial
@enock_kiptanui
@realdonaldtrump
@lindseygrahamsc
@mikemarshallke
@bbcworld
@gimacampaign
@jiminhofe
@thoughtsofaphd
@whereismyvote_

Top Replied-To in G1:
@senschumer

Top Replied-To in G3:
@whereismyvote_
@artsakhombuds

Top Replied-To in G4:
@holtforscsenate

Top Replied-To in G6:
@cooksferryqueen
@whoseshoes
@who
@robvcohen
@warrenconey
@davidda80731355
@aliciakearns
@nursingpunc18
@cheryllma
@pndandme

Top Replied-To in G7:
@thoughtsofaphd
@publichealth

Top Replied-To in G9:
@moh_kenya
@unfpa
@unfpaken
@kandelnirmal
@ntakenya

Top Mentioned
Top Mentioned in Entire Graph:
@senschumer
@vickiringer
@artsakhombuds
@ecruoser
@attorneycrump
@_wytieceeee
@ladygrasha
@kissfoundation
@achyuta_samanta
@montyboa99

Top Mentioned in G1:
@senschumer

Top Mentioned in G2:
@judsontelemed
@healingsoundstx
@womenprobono
@catalyst4fitnes
@jbklutsemedia
@crageshri
@mitigatepartner

Top Mentioned in G3:
@artsakhombuds
@ancc_cnac
@anzhela_yan
@artsakhlive
@raymondkh
@tatev74314536
@anush_arsh
@fp_champagne
@michaelchongmp
@sbergeron

Top Mentioned in G4:
@vickiringer
@ossoff
@aviflygirl
@holtforscsenate
@ppadvocatesinky
@tizzywoman
@henrymcmaster

Top Mentioned in G5:
@ecruoser
@artsakhombuds
@artak_beglaryan
@onceificouldfly
@ancc_cnac

Top Mentioned in G6:
@pndandme
@katelawler
@mmhalliance
@sheena_byrom
@ptenh
@pmhpuk
@centreformh
@drandymayers
@robinson_linds
@centreform

Top Mentioned in G7:
@phdiva0618
@aphaphn
@aphasrh
@motherlab20
@aphaannualmtg
@becca_rausch
@drtaylor09
@publichealth
@ucsf_ihps
@srhgroup_itm

Top Mentioned in G8:
@attorneycrump
@senschumer

Top Mentioned in G9:
@unfpa
@unfpaken
@qhkawards
@unfpanigeria
@un
@unfpa_vietnam
@smohsokoto
@angienguku
@morrogee
@newtonfund

Top Mentioned in G10:
@_wytieceeee
@vickiringer
@charmingchinny

Top Tweeters
Top Tweeters in Entire Graph:
@pairsonnalitesu
@hrblock_21
@pairsonnalitesa
@cloudwanderer3
@jude_mugabi
@gottalaff
@thereal_rebel
@inspiteoftrump
@agenparl
@prpnews

Top Tweeters in G1:
@cloudwanderer3
@thereal_rebel
@sheiladecker19
@micjojd
@purplegarter1
@davidpsdem
@trumpwatchnews
@noybsk2017
@colourbars
@artallks

Top Tweeters in G2:
@pairsonnalitesu
@pairsonnalitesa
@agenparl
@prpnews
@backstorymom1
@eraser
@yasu_yasuno_sa
@_deardiaryyy
@catalyst4fitnes
@topgovtgrant

Top Tweeters in G3:
@marinochka_san
@ajaysingh_sp
@rostomzavarian
@blairvacqlouis
@donnvahratian
@mixedbylana
@sarkisk11
@jimmymar2
@boseavinandan
@rn2nps

Top Tweeters in G4:
@joni_looking
@beatsbyju
@justwhatnowwhy
@briangrnotabot
@aquarius1049
@aceredband1t
@uscgamecockboy
@jesuisjai
@msdixiediva8253
@mbibs

Top Tweeters in G5:
@khangeldian_
@foryoufearless
@onceificouldfly
@finewxiis
@iren_sahakyan
@artak_beglaryan
@shirag6
@mariannabrazil
@mariamavagyan8
@yanasmith55

Top Tweeters in G6:
@butterflymum83
@kathevans2
@sheena_byrom
@whoseshoes
@jolyonmaugham
@delilahveronese
@drsdeg
@thelovelymaeve
@boudledidge
@ashcurryocd

Top Tweeters in G7:
@wnyc
@nursingdean
@brianlehrer
@publichealthrts
@grbusinaro
@mclemoremr
@profamye
@al_richards_786
@npwf
@petecoolboy

Top Tweeters in G8:
@uniqueloves
@querre1
@youranonriots
@dudette9t9
@anne_tappe
@coreybking
@denali99
@linda_wed1
@bovaryscomplnt
@bameado1

Top Tweeters in G9:
@syawal
@bagaluesunab
@japantimes
@salhaj
@joykwendo
@faryus88
@un
@maxivanke
@serahkatusya
@morrogee

Top Tweeters in G10:
@shandiditbetter
@graceism_
@_abenii
@geemilan
@syd_naynay
@karenochuwa
@starringche
@zariaalioness
@neshascooking
@taytwelve


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