cesarean OR c-section, Twitter, 8/11/2019 7:24:08 PM, 206426


FAQ | Problem?

cesarean OR c-section_2019-08-11_10-43-30.xlsx
cesarean OR c-section_2019-08-11_10-43-30.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 11, 2019
Short Description:
cesarean OR c-section via NodeXL http://bit.ly/2N1jswi
@jennispangler1
@tonimcphersonx
@chessmartinez
@rithcee
@owlztwit
@drjengunter
@icky_84
@illi4141
@suzyflipp
@katharinecant

Top hashtags:
#cesarean
#c
#pregnancy
#birth
#bikini
#midwives

Description:
Description
The graph represents a network of 6,609 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 Sunday, 11 August 2019 at 17:45 UTC.

The requested start date was Sunday, 11 August 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 13-day, 8-hour, 32-minute period from Sunday, 28 July 2019 at 15:25 UTC to Saturday, 10 August 2019 at 23:58 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 : 6609
Unique Edges : 6556
Edges With Duplicates : 1426
Total Edges : 7982
Number of Edge Types : 3
Replies to : 1166
Mentions : 5490
Tweet : 1326
Self-Loops : 1326
Reciprocated Vertex Pair Ratio : 0.0253098271949729
Reciprocated Edge Ratio : 0.0493701055498808
Connected Components : 1855
Single-Vertex Connected Components : 870
Maximum Vertices in a Connected Component : 1142
Maximum Edges in a Connected Component : 1319
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 2.551319
Graph Density : 0.000134501818453595
Modularity : 0.759663
NodeXL Version : 1.0.1.418

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[15] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.ajog.org%2Farticle%2FS0002-9378%2819%2930615-5%2Ffulltext&rc=0
[15] http://toi.in/micron/redirect.html?str=BWRQlb21/a24gk
[12] http://shareasale.com/r.cfm?b=1044391&m=73374&u=19766&afftrack=pg
[12] swimwear&urllink=beachcandyswimwear%2Ecom%2Fshop%2Fswimwear%2Fno%2Dsqueeze%2Dhipster%2Dbikini%2Dbottom%2F&lplid=KRJCnp%2BbUeRCxqv499a10w%3D%3D
[12] https://www.planetgoldilocks.com/swimwear.htm
[10] https://m.huffpost.com/us/entry/us_5d4d985ee4b01e44e479ad10?ncid=tweetlnkushpmg00000067
[10] https://dailycaller.com/2019/08/08/adam-gase-wife-c-section/
[8] https://twitter.com/nhsmillion/status/1155412639411036161
[6] https://zeenews.india.com/marathi/maharashtra/women-died-due-to-cotton-remains-in-stomach-while-doing-cesarean-delivery/483245
[6] https://www.kron4.com/news/shelter-dog-in-texas-gives-birth-to-20-puppies-in-emergency-c-section/

Top URLs in Tweet in G1:
[1] https://twitter.com/NHSMillion/status/1155412639411036161

Top URLs in Tweet in G2:
[12] http://shareasale.com/r.cfm?b=1044391&m=73374&u=19766&afftrack=pg
[12] swimwear&urllink=beachcandyswimwear%2Ecom%2Fshop%2Fswimwear%2Fno%2Dsqueeze%2Dhipster%2Dbikini%2Dbottom%2F&lplid=KRJCnp%2BbUeRCxqv499a10w%3D%3D
[12] https://www.planetgoldilocks.com/swimwear.htm
[6] https://twitter.com/nhsmillion/status/1155412639411036161
[5] https://twitter.com/kalifromdavalli/status/1155335741603364865
[4] http://acthealthier.com/how-to-lose-belly-fat-after-pregnancy-c-section-and-normal/
[3] https://twitter.com/NHSMillion/status/1155412639411036161
[3] https://twitter.com/ValeriaBrownEdu/status/1156361029955313664
[3] https://twitter.com/ladygaga/status/1105619299572432897
[3] https://timesofindia.indiatimes.com/city/aurangabad/woman-dies-as-doc-leaves-cotton-mop-inside/articleshow/70516645.cms

Top URLs in Tweet in G3:
[1] https://twitter.com/teamalpha3/status/1159669990183690240
[1] https://americanpregnancy.org/labor-and-birth/reasons-for-a-cesarean/
[1] https://twitter.com/grrnow/status/1155630280251715584
[1] https://www.livescience.com/45681-vaginal-birth-vs-c-section.html

Top URLs in Tweet in G4:
[1] https://twitter.com/laura_kate1115/status/1156748137794560000

Top URLs in Tweet in G5:
[1] https://twitter.com/nhsmillion/status/1155412639411036161
[1] https://twitter.com/NHSMillion/status/1155067356084887552

Top URLs in Tweet in G6:
[15] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.ajog.org%2Farticle%2FS0002-9378%2819%2930615-5%2Ffulltext&rc=0
[4] https://yourwomensclinic.com/birth
[4] https://www.ajog.org/article/S0002-9378(19)30911-1/fulltext
[4] https://www.ajog.org/article/S0002-9378(19)30817-8/fulltext
[3] https://www.nytimes.com/2019/07/31/opinion/home-births.html
[2] https://www.ajog.org/article/S0002-9378(19)30615-5/fulltext
[1] https://www.youtube.com/watch?v=CMKlwdlM2Is&t=1s

[1] https://atlantablackstar.com/2018/12/12/its-all-been-so-worth-it-kenya-moore-finally-shares-full-photo-of-baby-brooklyn-discloses-more-harrowing-details-about-delivering-miracle-baby/
[1] http://downloads.hindawi.com/journals/bmri/2018/8367068.pdf
[1] https://www.propublica.org/article/nothing-protects-black-women-from-dying-in-pregnancy-and-childbirth

Top URLs in Tweet in G8:
[1] https://www.google.com/search?ei=uRlIXfHxIZ_6z7sPs8imqAU&q=caesarean+pronounce&oq=caesarean+pronounce&gs_l=psy-ab.3..0i7i30l2j0i8i30l5.223643.224086..224294...0.0..0.89.163.2......0....2j1..gws-wiz.......0i13j0i8i7i30j0i8i13i30..12%3A0j13%3A0.WBiBgxNOShk&ved=0ahUKEwixsp7U1uvjAhUf_XMBHTOkCVUQ4dUDCAo&uact=5

Top URLs in Tweet in G10:
[1] https://fistulacare.org/resources/program-reports/cesarean-section-technical-consultation/
[1] https://twitter.com/incisionSomland/status/1158018594351079425
[1] https://journals.lww.com/anesthesia-analgesia/Fulltext/2019/08000/Society_for_Obstetric_Anesthesia_and_Perinatology.27.aspx
[1] https://buff.ly/2yrPnAw
[1] https://www.qxmd.com/r/31353177

Top Domains
Top Domains in Tweet in Entire Graph:
[162] twitter.com
[40] instagram.com
[23] co.uk
[20] facebook.com
[17] inhalemama.com
[17] toi.in
[15] elsevierhealth.com
[14] huffpost.com
[12] shareasale.com
[12] planetgoldilocks.com

Top Domains in Tweet in G1:
[1] twitter.com

Top Domains in Tweet in G2:
[99] twitter.com
[33] instagram.com
[17] inhalemama.com
[13] facebook.com
[12] shareasale.com
[12] planetgoldilocks.com
[10] co.uk
[6] curiouscat.me
[6] romper.com
[5] pinterest.com

Top Domains in Tweet in G3:
[2] twitter.com
[1] americanpregnancy.org
[1] livescience.com

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

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

Top Domains in Tweet in G6:
[15] elsevierhealth.com
[10] ajog.org
[4] yourwomensclinic.com
[4] lww.com
[3] nytimes.com
[2] nih.gov
[2] sciencedirect.com
[1] youtube.com
[1] atlantablackstar.com
[1] hindawi.com

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

Top Domains in Tweet in G10:
[1] fistulacare.org
[1] twitter.com
[1] lww.com
[1] buff.ly
[1] qxmd.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[42] cesarean
[17] c
[16] pregnancy
[14] birth
[13] bikini
[13] midwives
[13] realisticvirtualearthforsurgery
[12] csection
[12] swimwear
[12] ad



Top Hashtags in Tweet in G1:
[1] ivf
[1] testtubebaby

Top Hashtags in Tweet in G2:
[17] c
[13] bikini
[12] swimwear
[12] ad
[12] madeincalifornia
[12] fashions
[11] pregnancy
[11] cesarean
[11] csection
[9] birth

Top Hashtags in Tweet in G3:
[2] prochoice
[2] prolife

Top Hashtags in Tweet in G4:
[1] iamcanadian
[1] thankful
[1] demdebate2
[1] healthcare
[1] medicareforall
[1] lovenhs
[1] freehealthcare
[1] godblesscanada
[1] youcandoit
[1] pharmacare

Top Hashtags in Tweet in G6:
[10] cesarean
[5] opioid
[3] fibroids
[3] obgyn
[3] induction
[3] labor
[3] breech
[3] neonatal
[2] pregnancy
[2] birth

Top Hashtags in Tweet in G10:
[6] cesarean
[4] obanes
[1] globalsurgery
[1] maternalmortality
[1] qlb

Top Words
Top Words in Tweet in Entire Graph:
[2678] Words in Sentiment List#1: Positive
[6427] Words in Sentiment List#2: Negative
[62] Words in Sentiment List#3: Angry/Violent
[141390] Non-categorized Words
[150495] Total Words
[4816] à
[4191] section
[4105] c
[3443] s
[1509] emergency

Top Words in Tweet in G1:
[2976] s
[994] c
[994] section
[993] emergency
[993] brain
[992] jennispangler1
[992] insulin
[992] tumor
[992] scarlet
[992] fever

Top Words in Tweet in G2:
[899] section
[841] c
[475] à
[213] ðÿ
[153] baby
[150] cesarean
[140] birth
[134] t
[126] s
[105] emergency

Top Words in Tweet in G3:
[61] c
[57] section
[33] downeyangel
[32] abortion
[30] sam_deloach
[29] steffenfinch
[29] lloomer80
[24] vixmcintyre
[22] life
[21] rithcee

Top Words in Tweet in G4:
[123] c
[92] section
[80] two
[73] brittmchenry
[56] valeriabrownedu
[41] births
[39] hospital
[38] multiple
[32] disasterballet
[32] full

Top Words in Tweet in G5:
[113] c
[113] section
[111] emergency
[97] very
[97] keeping
[96] dads
[96] 18
[96] year
[96] battle
[96] cancer

Top Words in Tweet in G6:
[74] cesarean
[30] section
[30] delivery
[28] enhanced
[28] recovery
[26] ajog_thegray
[25] labor
[22] induction
[19] women
[19] hysteronews

Top Words in Tweet in G7:
[8] c
[6] section
[5] oohlalarouge1
[5] jenniewrennnn
[5] purplemartin77
[5] kjerstinsommer
[5] peteyr13
[5] janeth00711464
[5] jadebell805
[5] jenniferritche6

Top Words in Tweet in G8:
[3959] à
[359] ˆà
[129] n
[121] µà
[119] œ
[119] šà
[64] miscarriage
[64] stillbirth
[63] vocabaday
[59] 'à

Top Words in Tweet in G9:
[63] multi
[63] day
[63] hospital
[62] time
[62] see
[62] someone
[62] defend
[62] private
[62] insurance
[62] saying

Top Words in Tweet in G10:
[26] section
[21] incisionsomland
[17] mothers
[17] due
[16] mom
[16] take
[16] decision
[16] herself
[16] child
[16] losing

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3984] c,section
[3905] à,à
[1453] emergency,c
[1063] don,t
[1036] t,know
[1009] brain,tumor
[1008] jennispangler1,emergency
[1008] section,husband
[1008] husband,s
[1008] s,insulin

Top Word Pairs in Tweet in G1:
[994] c,section
[993] emergency,c
[992] jennispangler1,emergency
[992] s,insulin
[992] s,brain
[992] brain,tumor
[992] s,scarlet
[992] scarlet,fever
[992] t,know
[992] d,dead

Top Word Pairs in Tweet in G2:
[831] c,section
[403] à,à
[90] emergency,c
[90] ðÿ,ðÿ
[48] cesarean,section
[34] section,scar
[33] having,c
[29] iâ,m
[23] birth,c
[22] donâ,t

Top Word Pairs in Tweet in G3:
[57] c,section
[16] dp06869322,sam_deloach
[12] lillybear,christielea
[12] abloomfield1971,lloomer80
[12] kstraniere,godisgood1836
[12] aristotelico384,sam_deloach
[12] downeyangel,dtomatx
[12] williamsa2431,stevenwc_
[12] stevenwc_,frankmarro
[12] frankmarro,pro_life_ancap

Top Word Pairs in Tweet in G4:
[91] c,section
[32] disasterballet,brittmchenry
[32] two,births
[31] brittmchenry,two
[31] full,term
[30] two,full
[30] term,pregnancies
[30] pregnancies,monthly
[30] monthly,biweekly
[30] biweekly,ob

Top Word Pairs in Tweet in G5:
[113] c,section
[111] emergency,c
[96] dads,18
[96] 18,year
[96] year,battle
[96] battle,cancer
[96] cancer,very
[96] very,end
[96] end,done
[96] done,more

Top Word Pairs in Tweet in G6:
[28] enhanced,recovery
[25] cesarean,delivery
[20] cesarean,section
[17] better,late
[17] late,never
[17] never,obstetricians
[17] obstetricians,implement
[17] implement,enhanced
[17] recovery,cesarean
[16] induction,labor

Top Word Pairs in Tweet in G7:
[6] c,section
[4] handmaiden61,oohlalarouge1
[4] oohlalarouge1,miowse22734721
[4] miowse22734721,springbrad1
[4] springbrad1,sandie31815899
[4] sandie31815899,royalfanforever
[4] royalfanforever,marklesammy64
[4] marklesammy64,hillshypno
[4] hillshypno,kitkat2cats
[4] kitkat2cats,jenniewrennnn

Top Word Pairs in Tweet in G8:
[3182] à,à
[240] à,ˆà
[240] ˆà,à
[120] à,µà
[119] n,à
[118] µà,ˆà
[118] œ,à
[64] miscarriage,n
[64] stillbirth,n
[60] à,œ

Top Word Pairs in Tweet in G9:
[63] multi,day
[63] day,hospital
[62] time,see
[62] see,someone
[62] someone,defend
[62] defend,private
[62] private,insurance
[62] insurance,saying
[62] saying,yeah
[62] yeah,pay

Top Word Pairs in Tweet in G10:
[16] mom,take
[16] take,decision
[16] decision,herself
[16] herself,child
[16] child,losing
[16] losing,mothers
[16] mothers,everyday
[16] everyday,due
[15] incisionsomland,mom
[14] c,section

Top Replied-To
Top Replied-To in Entire Graph:
@valeriabrownedu
@brittmchenry
@pinkkatydid
@ioncurbish
@joy997fm
@cheomitii
@stefanmolyneux
@miles_commodore
@pulte
@laurakconnell

Top Replied-To in G1:
@jennispangler1

Top Replied-To in G2:

Top Replied-To in G3:
@pinkkatydid
@christi35639485
@caeser_pounce
@ntlsheresisted
@stacy_g52
@truthagape
@womenschoicean1
@omnicronos
@cybermom1999
@jimmy01824

Top Replied-To in G4:
@valeriabrownedu
@brittmchenry
@disasterballet
@terraphim
@spencerinnl
@davidhknapp
@laurajeandawe
@qtjaybee
@garossino
@mcstorygal

Top Replied-To in G5:
@nhsmillion

Top Replied-To in G6:
@ariana_erbon
@alisharai
@jenstrange
@atitapatterns
@melindagates
@marieobra21
@ajog_thegray
@rossfh

Top Replied-To in G7:
@saralyn38196761
@arunner300
@kjerstinsommer

Top Replied-To in G10:
@soaphq

Top Mentioned
Top Mentioned in Entire Graph:
@jennispangler1
@tonimcphersonx
@vocabaday
@hilaryagro
@brittmchenry
@drjengunter
@sisi_yemmie
@chessmartinez
@wzahaa
@downeyangel

Top Mentioned in G1:
@jennispangler1
@coresciencesuk

Top Mentioned in G2:
@inhalemama
@dressesdinosau1
@pain_bio
@usman_nyc
@babiesafter35
@deliverydrug
@saintanthonyhos

Top Mentioned in G3:
@downeyangel
@sam_deloach
@lloomer80
@steffenfinch
@vixmcintyre
@rithcee
@sierradeciduous
@leo97894180
@jvaghyjones
@troniestrannies

Top Mentioned in G4:
@brittmchenry
@disasterballet
@valeriabrownedu
@selinarobinson
@pocgamer
@marinaendicott
@canteach
@sylviewood
@misskatsuragi
@bolisa3

Top Mentioned in G5:
@tonimcphersonx
@jennispangler1
@nhsmillion
@watforded
@missusjipperz
@mrjakehumphrey
@jakebugg
@amirkingkhan
@rudimental
@dralexgeorge

Top Mentioned in G6:
@ajog_thegray
@hysteronews
@greenjrnl
@serenawilliams
@sherryrothwell
@kpdor
@adriaboo
@truthout
@getmahmee
@doctorjcarvajal

Top Mentioned in G7:
@oohlalarouge1
@jenniewrennnn
@purplemartin77
@peteyr13
@janeth00711464
@jadebell805
@jenniferritche6
@moley_russell
@the_cling_on
@wateenhond

Top Mentioned in G8:
@vocabaday

Top Mentioned in G9:
@hilaryagro

Top Mentioned in G10:
@incisionsomland
@iars_journals
@zeyitali
@soaphq
@ron_george
@incisionglobal
@kharashh
@drdahir
@ednaadan

Top Tweeters
Top Tweeters in Entire Graph:
@the_news_diva
@chris_1791
@medicinehelp
@virgintrains
@ez4u2say_janis
@carmillalusta
@love_bug1016
@citrus_kyoto
@iheretanqmo
@sddphoto

Top Tweeters in G1:
@citrus_kyoto
@susan_bell1212
@otivar55
@caravaggio12
@willshome
@irisstylosa
@lopcute
@magapanthus
@catherinemginn
@natalie91231732

Top Tweeters in G2:
@the_news_diva
@medicinehelp
@toicitiesnews
@hautahbuhgee
@baronianconsult
@luca_forzin
@detroitplair
@gypsydamnxtra
@iii_means_free
@hipechik

Top Tweeters in G3:
@lisawinslow
@fight4women
@deirdriu
@loud_lass
@g_d_plorable
@davehluchy
@werthnear
@heidim_67
@labreagal
@dstluke

Top Tweeters in G4:
@pattyolimerick
@misskatsuragi
@beverlyfolkers
@jsinvr
@rosemariebrown3
@joeandy74611394
@thinwhitedork
@xjaeee
@glennlibby
@officiaired

Top Tweeters in G5:
@martikhiyan
@sybalan
@alanpdx
@sunshineonleith
@mcbuddah
@_penguinflight
@redeader
@therebeledin
@jenniharris4
@walinazar1

Top Tweeters in G6:
@evidencerobot
@alisharai
@mrcuteanish
@privatecarfree
@propublica
@truthout
@atlblackstar
@fibroidsupport
@girishntl
@amateursuman

Top Tweeters in G7:
@danigirld1
@jackaranian
@joyousb90
@lemonysnick111
@nash4trump
@arunner200
@tdanevirke
@sloaneranger_
@eleishharvey1
@jadebell805

Top Tweeters in G8:
@iheretanqmo
@xxwtq
@ernydeffn_
@soso_ls
@q_bkieaw
@augustgrazia
@prarumpra
@pw03110116
@khanaxxk
@miehcho2n

Top Tweeters in G9:
@fcukign
@idreamin4d
@detachment_red
@aoirann
@secitsuj51
@leslieleeiii
@softmossdog
@speilthief
@r6rider
@noahtsika

Top Tweeters in G10:
@juliomayol
@ron_george
@theg4alliance
@acog
@drromanzi
@zeyitali
@figohq
@incisionglobal
@aljabut
@drdahir


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.