cesarean OR c-section, Twitter, 1/7/2022 3:05:06 PM, 269636


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cesarean OR c-section_2022-01-07_06-14-38.xlsx
cesarean OR c-section_2022-01-07_06-14-38.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 07, 2022
Short Description:
cesarean OR c-section via NodeXL https://bit.ly/3n5xONr
@womensart1
@amirull_azhr
@wildwillow65
@network_gal
@ors_thinz
@th1rt3en_tm
@politicspot
@oneiorosgrip
@you_guess666
@amanda_pompili

Top hashtags:
#womensart
#cesarean
#صحت_کارڈ_کپتان_کا_تحفہ
#soulslosttocovid

Description:
Description
The graph represents a network of 7,922 Twitter users whose tweets in the requested range contained "cesarean OR c-section", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 07 January 2022 at 14:22 UTC.

The requested start date was Friday, 07 January 2022 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 13-day, 23-hour, 57-minute period from Friday, 24 December 2021 at 01:02 UTC to Friday, 07 January 2022 at 01:00 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 : 7922
Unique Edges : 4323
Edges With Duplicates : 7831
Total Edges : 12154
Number of Edge Types : 5
Replies to : 1468
Mentions : 1910
Retweet : 3463
MentionsInRetweet : 3937
Tweet : 1376
Self-Loops : 1397
Reciprocated Vertex Pair Ratio : 0.0121158392434988
Reciprocated Edge Ratio : 0.0239416058394161
Connected Components : 2065
Single-Vertex Connected Components : 930
Maximum Vertices in a Connected Component : 1104
Maximum Edges in a Connected Component : 2268
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 2.499849
Graph Density : 0.000109163064790175
Modularity : 0.591553
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,922 Twitter users whose tweets in the requested range contained "cesarean OR c-section", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 07 January 2022 at 14:22 UTC.

The requested start date was Friday, 07 January 2022 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 13-day, 23-hour, 57-minute period from Friday, 24 December 2021 at 01:02 UTC to Friday, 07 January 2022 at 01:00 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : cesarean OR c-section
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:
[46] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.ajog.org%2Farticle%2FS0002-9378%2821%2900834-6%2Ffulltext&rc=0
[29] https://becomingamommy.com/my-c-section-recovery-10-things-i-wish-i-knew/
[24] https://www.mirror.co.uk/news/uk-news/two-new-mums-who-died-25819286?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[10] https://people.com/human-interest/pregnant-woman-dies-car-crash-doctors-save-baby-by-performing-emergency-c-section/?utm_campaign=peoplemagazine&utm_content=new&utm_medium=social&utm_source=twitter.com&utm_term=61ce2376ef2b770001e474e3
[10] https://pubmed.ncbi.nlm.nih.gov/27583685/
[7] https://twitter.com/archeohistories/status/1478289827204239363
[6] https://www.euroweeklynews.com/2021/12/31/double-miracle-as-woman-has-c-section-and-brain-surgery-at-the-same-time/?utm_source=dlvr.it&utm_medium=twitter
[5] https://spitupandsitups.com/c-section-recovery-must-haves/
[4] https://www.nlm.nih.gov/exhibition/cesarean/part1.html
[4] https://www.wric.com/news/local-news/richmond/pregnant-bulldog-in-need-of-c-section-abandoned-in-baby-pool-beside-dumpster-in-richmond/

Top URLs in Tweet in G2:
[6] https://twitter.com/archeohistories/status/1478289827204239363
[5] https://spitupandsitups.com/c-section-recovery-must-haves/
[3] https://twitter.com/blessingdesiyan/status/1475541717331943431
[3] https://twitter.com/christapeterso/status/1469238020377174019
[3] https://twitter.com/PepperOceanna/status/1476012196345884678
[3] http://www.msn.com/en-us/news/crime/pregnant-woman-25-dies-in-car-crash-doctors-save-her-baby-by-performing-emergency-c-section/ar-AAShT8j?ocid=winp-st
[3] https://www.mirror.co.uk/news/uk-news/two-new-mums-who-died-25819286
[3] https://health.usnews.com/health-care/patient-advice/articles/what-to-know-about-vbac?utm_source=usn_tw
[3] https://www.pregnancymagazine.com/the-big-day/c-sections-a-crash-course
[3] https://twitter.com/onikasmajestyyy/status/1478098993615880192

Top URLs in Tweet in G5:
[1] https://www.hollywoodreporter.com/tv/tv-news/wanda-sykes-discusses-cancer-scare-239821/

Top URLs in Tweet in G6:
[4] https://twitter.com/m_scribe/status/1476256518689509380
[1] https://www.ktsm.com/news/22-year-old-woman-dies-from-covid-19-after-giving-birth-to-baby-girl/
[1] https://www.theguardian.com/world/2020/nov/13/mary-agyeiwaa-agyapong-bereaved-ernest-boateng-pregnant-women-covid
[1] https://noticias.canaltro.com/tristeza-en-el-hospital-de-malaga-trabajadora-embarazada-murio-por-covid-19/
[1] https://cnn.iprima.cz/lenka-byla-vzdy-velmi-zdrava-stale-nemohu-uverit-ze-zemrela-popsal-jeji-manzel-19346
[1] https://observatorio3setor.org.br/noticias/tragedia-cantor-morre-de-covid-apos-perder-esposa-gravida-para-a-doenca/
[1] https://www.gp1.com.br/pi/piaui/noticia/2021/5/16/filha-recem-nascida-da-vereadora-diana-neris-passa-bem-diz-maternidade-501840.html
[1] https://teleantillas.com.do/nacionales/fallece-la-mujer-embarazada-que-estaba-afectada-por-covid-19-en-pimentel-provincia-duarte/
[1] https://caracol.com.co/emisora/2021/05/26/cartagena/1622049921_924057.html
[1] https://www.olhardireto.com.br/noticias/exibir.asp?id=485628¬icia=sexto-membro-da-familia-haddad-morre-em-decorrencia-da-covid-19

Top URLs in Tweet in G7:
[2] https://twitter.com/houndsinpounds/status/1478105306827988992
[1] http://houndsinpounds.com
[1] http://PayPal.com/us/fundraiser/charity/1289792
[1] https://venmo.com/u/houndsinpounds
[1] https://twitter.com/HoundsInPounds/status/1477086749444784134
[1] https://twitter.com/HoundsInPounds/status/1477105010399981570
[1] https://www.instagram.com/p/CX2b1xmrn6U/
[1] https://www.instagram.com/p/CX2BpqjrQAR/
[1] https://www.instagram.com/p/CX1F2nxrpk1/

Top URLs in Tweet in G10:
[45] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.ajog.org%2Farticle%2FS0002-9378%2821%2900834-6%2Ffulltext&rc=0
[2] https://www.obgproject.com/2021/12/23/cesarean-and-morbid-obesity-pfannenstiel-or-vertical-skin-incision/
[2] https://www.tripdatabase.com/r/11845193
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.ajog.org%2Farticle%2FS0002-9378%2820%2931131-5%2Ffulltext&rc=0
[1] https://www.ajog.org/article/S0002-9378(21)00589-5/fulltext
[1] https://www.ajog.org/article/S0002-9378(21)02655-7/fulltext?dgcid=raven_jbs_aip_email
[1] https://www.mdedge.com/obgyn/article/249610/obstetrics/fever-following-cesarean-delivery-what-are-your-steps-management
[1] https://www.mdedge.com/obgyn/article/249609/obstetrics/does-prophylactic-manual-rotation-op-and-ot-positions-early-second
[1] https://www.obgproject.com/2021/07/08/2021-cochrane-review-oral-misoprostol-vs-other-labor-induction-methods/
[1] https://journals.lww.com/greenjournal/Abstract/2022/01000/Racial_and_Ethnic_Inequities_in_Cesarean_Birth_and.10.aspx

Top Domains
Top Domains in Tweet in Entire Graph:
[200] twitter.com
[49] co.uk
[48] elsevierhealth.com
[30] nih.gov
[29] becomingamommy.com
[12] people.com
[10] youtube.com
[10] iweller.com
[6] wric.com
[6] euroweeklynews.com

Top Domains in Tweet in G2:
[146] twitter.com
[19] co.uk
[13] nih.gov
[10] iweller.com
[5] msn.com
[5] theasianparent.com
[5] spitupandsitups.com
[4] youtube.com
[3] the-sun.com
[3] newsweek.com

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

Top Domains in Tweet in G6:
[4] twitter.com
[2] theguardian.com
[2] com.br
[1] ktsm.com
[1] canaltro.com
[1] iprima.cz
[1] org.br
[1] com.do
[1] com.co
[1] haberdairesi.com

Top Domains in Tweet in G7:
[4] twitter.com
[3] instagram.com
[1] houndsinpounds.com
[1] paypal.com
[1] venmo.com

Top Domains in Tweet in G10:
[46] elsevierhealth.com
[3] obgproject.com
[2] ajog.org
[2] mdedge.com
[2] lww.com
[2] tripdatabase.com
[1] sciencedirect.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[995] womensart
[20] cesarean
[16] صحت_کارڈ_کپتان_کا_تحفہ
[15] soulslosttocovid
[14] csection
[13] moan
[12] tigray
[12] sellingsunset
[11] birth
[11] anesthesia



Top Hashtags in Tweet in G1:
[986] womensart
[1] growupfast
[1] timeflies
[1] babies

Top Hashtags in Tweet in G2:
[10] birth
[10] csection
[6] sellingsunset
[6] momlife
[6] cesarean
[5] pregnancy
[4] bhartisingh
[3] smartnews
[2] pullingcurls
[2] hospitals

Top Hashtags in Tweet in G3:
[1] hartaldoktorkontrak

Top Hashtags in Tweet in G6:
[15] soulslosttocovid
[11] texas
[6] brazil
[6] turkey
[4] england
[2] colombia
[2] slovakia
[2] dominicanrepublic
[2] westvirginia
[2] argentina

Top Hashtags in Tweet in G7:
[2] pledges

Top Hashtags in Tweet in G10:
[6] grandrounds
[4] greatesthits
[4] cesarean
[3] obgyn
[2] obgmanagement
[2] occiput
[2] pregnancy
[2] wound
[2] opioid
[1] obgyntwitter

Top Words
Top Words in Tweet in Entire Graph:
[5459] section
[1601] baby
[1468] scar
[1122] mother
[1039] next
[1019] newborn
[1008] womensart1
[995] helen
[995] aller's
[995] photograph

Top Words in Tweet in G1:
[1007] section
[999] womensart1
[997] scar
[991] mother
[990] baby
[986] helen
[986] aller's
[986] photograph
[986] newborn
[986] next

Top Words in Tweet in G2:
[960] section
[206] baby
[175] cesarean
[137] birth
[115] emergency
[73] weeks
[65] scar
[65] pregnant
[60] one
[59] hospital

Top Words in Tweet in G3:
[521] section
[519] amirull_azhr
[519] aku
[519] berhenti
[519] kerja
[519] dia
[518] seorang
[518] lagi
[518] kawan
[518] sebelum

Top Words in Tweet in G4:
[309] section
[307] ors_thinz
[307] nice
[307] scar
[307] beautiful
[307] pen

Top Words in Tweet in G5:
[74] section
[31] birth
[22] fetus
[16] oneiorosgrip
[14] numbersdelight
[14] sexdrugnrnr
[12] abortion
[11] pregnancy
[11] notlloomer80
[11] murphyyuiko

Top Words in Tweet in G6:
[143] section
[140] covid
[116] mom
[101] hell
[101] earth
[101] attending
[101] crash
[101] icu
[101] dying
[100] eiramhpets

Top Words in Tweet in G7:
[114] houndsinpounds
[79] alive
[78] full
[63] babies
[60] celestial
[55] dr
[43] section
[41] pregnant
[40] rays
[39] blood

Top Words in Tweet in G8:
[94] please
[94] prayers
[84] section
[83] twitter
[83] friends
[83] storm
[83] heaven
[83] friend
[83] having
[83] much

Top Words in Tweet in G9:
[2] murphyyuiko
[2] mucusmucous
[2] brad_feinman
[2] bumpus_lumpus
[2] tjmair
[2] tgeorgiao
[2] slorddampnut
[2] wisemanryder
[2] drlazerkitty
[2] heathenwombat

Top Words in Tweet in G10:
[122] cesarean
[72] delivery
[63] ajog_thegray
[50] previous
[46] women
[45] timing
[45] deliveries
[18] study
[11] risk
[11] prospective

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1073] section,scar
[1003] mother,section
[995] helen,aller's
[995] aller's,photograph
[995] photograph,newborn
[995] newborn,baby
[995] baby,next
[995] next,mother
[995] scar,#womensart
[994] womensart1,helen

Top Word Pairs in Tweet in G1:
[988] section,scar
[986] helen,aller's
[986] aller's,photograph
[986] photograph,newborn
[986] newborn,baby
[986] baby,next
[986] next,mother
[986] mother,section
[986] scar,#womensart
[985] womensart1,helen

Top Word Pairs in Tweet in G2:
[104] emergency,section
[48] cesarean,section
[37] section,scar
[24] section,baby
[19] section,recovery
[19] section,abandoned
[19] abandoned,baby
[19] baby,pool
[18] gave,birth
[18] birth,section

Top Word Pairs in Tweet in G3:
[519] berhenti,kerja
[518] seorang,lagi
[518] lagi,kawan
[518] kawan,aku
[518] aku,berhenti
[518] kerja,sebelum
[518] sebelum,jabatan
[518] jabatan,dia
[518] dia,dah
[518] dah,boleh

Top Word Pairs in Tweet in G4:
[307] nice,scar
[307] scar,beautiful
[307] beautiful,section
[307] section,pen
[306] ors_thinz,nice

Top Word Pairs in Tweet in G5:
[11] sexdrugnrnr,dadof315
[10] notlloomer80,murphyyuiko
[9] bigg17507257,sexdrugnrnr
[7] dadof315,oneiorosgrip
[7] smashli1228,naral
[7] murphyyuiko,numbersdelight
[7] numbersdelight,bigg17507257
[6] vaginal,birth
[6] delivered,section
[6] zyxgt1,smashli1228

Top Word Pairs in Tweet in G6:
[101] hell,earth
[101] earth,attending
[101] attending,crash
[101] crash,section
[101] section,icu
[101] icu,covid
[101] covid,mom
[101] mom,dying
[100] eiramhpets,hell
[33] emergency,section

Top Word Pairs in Tweet in G7:
[39] full,blood
[39] blood,rays
[39] rays,revealed
[39] revealed,pregnant
[39] pregnant,babies
[39] babies,alive
[39] alive,alive
[39] alive,full
[39] full,term
[38] houndsinpounds,full

Top Word Pairs in Tweet in G8:
[83] twitter,friends
[83] friends,please
[83] please,storm
[83] storm,heaven
[83] heaven,prayers
[83] prayers,friend
[83] friend,having
[83] having,much
[83] much,early
[83] early,emergency

Top Word Pairs in Tweet in G9:
[2] mucusmucous,brad_feinman
[2] hours,name
[2] name,baby
[2] discharged,home

Top Word Pairs in Tweet in G10:
[64] cesarean,delivery
[45] timing,cesarean
[45] delivery,women
[45] women,previous
[45] previous,cesarean
[45] cesarean,deliveries
[43] ajog_thegray,timing
[11] prospective,study
[9] conservative,management
[9] management,cesarean

Top Replied-To
Top Replied-To in Entire Graph:
@varindersingh24
@vladimirmpetrov
@hatinhate
@pepperoceanna
@chuckcjmmn
@groenlachen
@jennsedlermd
@timmytwoshirts
@realxavier011
@homeoffree61

Top Replied-To in G1:
@womensart1
@berry1_mp
@indieanabones
@anjacastensson
@linda_w96

Top Replied-To in G3:
@syeerainoue
@amirull_azhr
@mrdwarfgrey

Top Replied-To in G4:
@anelekh84
@phindykm

Top Replied-To in G5:
@johndavisjdllm
@rlmoszum
@crimerates_edu
@gabrielacerra
@ronduncan7
@lowinfojoe1
@1dratbil
@abortionchat
@bludoganchorite
@juliaswart3

Top Replied-To in G6:
@cleavon_md
@allisonpearson

Top Replied-To in G7:
@abcagny
@houndsinpounds

Top Replied-To in G9:
@murphyyuiko
@heathenwombat

Top Mentioned
Top Mentioned in Entire Graph:
@womensart1
@amirull_azhr
@ors_thinz
@houndsinpounds
@eiramhpets
@k_yoder
@ajog_thegray
@archeohistories
@bunny_mcgee
@cleavon_md

Top Mentioned in G1:
@womensart1
@rockymountviews
@berry1_mp
@ebellowed
@cjg917
@whiny_bimbo
@holly_char_

Top Mentioned in G2:
@black__elvis
@southerngemgal
@frvrfranco
@hybridsscream
@amredhealthcare
@clinrep
@diana_money1

Top Mentioned in G3:
@amirull_azhr

Top Mentioned in G4:
@ors_thinz
@mzolo_sam
@ribz_rb

Top Mentioned in G5:
@oneiorosgrip
@numbersdelight
@sexdrugnrnr
@murphyyuiko
@bigg17507257
@dadof315
@meljsaysso
@notlloomer80
@rainmc
@smashli1228

Top Mentioned in G6:
@eiramhpets
@cleavon_md
@azdevil88
@allisonpearson

Top Mentioned in G7:
@houndsinpounds
@mum2mrs
@countryroadsokc
@candlelyns_cry
@karenmi49281824
@keitholbermann
@deeturmned
@do
@dogs4rescue
@pitofoursouls

Top Mentioned in G8:
@k_yoder
@formertaxman

Top Mentioned in G9:
@mucusmucous
@brad_feinman
@bumpus_lumpus
@tjmair
@tgeorgiao
@slorddampnut
@wisemanryder
@drlazerkitty
@aprilligeia
@mirandaisrisen

Top Mentioned in G10:
@ajog_thegray
@theobgproject
@greenjr
@greenjrnl
@mdedgeobgyn
@pregnancyall
@tripdatabase
@greenj

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@thebookofginko
@knewz_currently
@victormanuelje1
@rk70534
@zerglinator
@theboydp
@iwd12
@yarosisnancy
@wtul_playlist

Top Tweeters in G1:
@cuchacucha
@sallyrmelb
@estacadebares
@camz99
@jot_au
@ketaminh
@clia_g
@bad_woof
@paulsorrentino3
@myloc_tracker

Top Tweeters in G2:
@knewz_currently
@wtul_playlist
@_globalcareers
@curiouskd2000
@southerngemgal
@mile_by_mile
@adabagcompany
@mcnejames
@g_orl
@natashamonique_

Top Tweeters in G3:
@syahidarzzz
@farraaaron
@achik_ezam
@pidutdin
@nabilhussein
@pinkyanasui
@maknaemarch
@azamjauhari_
@amirulhaziqqq
@nurfadwah

Top Tweeters in G4:
@doshdmw
@babajide777
@tharealbello
@kofi_kwarteng
@martin_ez_gh
@omo_west12
@keithpius
@kingston_eze
@funny_dagreat
@dianagenius_

Top Tweeters in G5:
@tamzilla_52
@vickie627
@jencages
@lisawinslow
@politicspot
@medwoman1
@atheistengineer
@trumppuppy9
@ebatterson
@hedwiggraymalk

Top Tweeters in G6:
@vedehimajumdar
@mastaofmp3s
@suekhi
@redboybroken
@daffi515
@chickilopiccolo
@iloveautumn2
@heather63262308
@deb_tiva
@baluch_h1

Top Tweeters in G7:
@victormanuelje1
@rk70534
@yarosisnancy
@awkward_1110
@sachikoko
@arcticfox_am_i
@judysale23
@patrici04278024
@ken_ragsdale
@raluca_florea

Top Tweeters in G8:
@catholiclisa
@weldtowrite
@arbara0728b
@atlantaliberal
@pmatons
@causeofourjoy
@christi93673854
@mcgreevycc
@lj2lj2
@javiervasquez85

Top Tweeters in G9:
@hillbeverlyhill
@vincegottalotta
@thegod_particle
@benusa567
@imkimaaron
@nosciencedenial
@tjmair
@nuckchorris16
@th1rt3en_tm
@shrekthepunk

Top Tweeters in G10:
@evidencerobot
@greenj
@globalhealthbot
@tripdatabase
@mustylusi
@medstudent_bot
@wilgafi
@drsuegross
@theobgproject
@conchitasaori


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