cesarean OR c-section, Twitter, 7/30/2021 2:07:14 PM, 259169


FAQ | Problem?

cesarean OR c-section_2021-07-30_06-14-38.xlsx
cesarean OR c-section_2021-07-30_06-14-38.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 30, 2021
Short Description:
cesarean OR c-section via NodeXL https://bit.ly/2V4cBJ6
@skusskus
@taymoneyxxx
@sportscenter
@oluwateniola__
@nadalchukwu
@iamthecreatress
@myspecialname1
@komungaro3
@whymaja
@vickie627

Top hashtags:
#dadjokes
#england
#brazil
#turkey
#birth
#cesarean
#csection

Description:
Description
The graph represents a network of 8,934 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, 30 July 2021 at 13:25 UTC.

The requested start date was Friday, 30 July 2021 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 13-day, 23-hour, 54-minute period from Friday, 16 July 2021 at 00:01 UTC to Thursday, 29 July 2021 at 23:56 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 : 8934
Unique Edges : 5211
Edges With Duplicates : 9897
Total Edges : 15108
Number of Edge Types : 5
Tweet : 1659
Replies to : 1757
Retweet : 4009
MentionsInRetweet : 4867
Mentions : 2816
Self-Loops : 1688
Reciprocated Vertex Pair Ratio : 0.0151214675260288
Reciprocated Edge Ratio : 0.0297924297924298
Connected Components : 2304
Single-Vertex Connected Components : 1106
Maximum Vertices in a Connected Component : 1903
Maximum Edges in a Connected Component : 5085
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 4.992216
Graph Density : 0.000102622034326582
Modularity : 0.569799
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 8,934 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, 30 July 2021 at 13:25 UTC.

The requested start date was Friday, 30 July 2021 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 13-day, 23-hour, 54-minute period from Friday, 16 July 2021 at 00:01 UTC to Thursday, 29 July 2021 at 23:56 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:
[26] https://twitter.com/Arielle_Ivy/status/1416419168572821504
[21] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.ajog.org%2Farticle%2FS0002-9378%2820%2930038-7%2Ffulltext&rc=0
[18] https://www.nytimes.com/2021/07/21/magazine/c-section.html?smid=tw-share
[16] https://www.nytimes.com/2021/07/21/magazine/c-section.html
[15] https://www.nytimes.com/2021/07/21/magazine/c-section.html?utm_source=dlvr.it&utm_medium=twitter
[15] https://twitter.com/taymoneyxxx/status/1416863199975124997
[14] https://twitter.com/arielle_ivy/status/1416419168572821504
[13] https://www.indiatoday.in/india/story/up-woman-dies-after-doctors-leave-piece-of-cloth-in-stomach-during-csection-1833950-2021-07-29
[9] https://www.ajog.org/article/S0002-9378(21)00797-3/fulltext
[9] https://www.amazon.com/hz/wishlist/ls/23QM3AS561H82?ref_=wl_share

Top URLs in Tweet in G1:
[23] https://twitter.com/Arielle_Ivy/status/1416419168572821504
[14] https://www.nytimes.com/2021/07/21/magazine/c-section.html?smid=tw-share
[11] https://twitter.com/arielle_ivy/status/1416419168572821504
[11] https://www.nytimes.com/2021/07/21/magazine/c-section.html?utm_source=dlvr.it&utm_medium=twitter
[10] https://twitter.com/taymoneyxxx/status/1416863199975124997
[7] https://twitter.com/xxdbreezyxx/status/1416223398238298113
[7] https://www.nytimes.com/2021/07/21/magazine/c-section.html
[6] https://www.youtube.com/watch?v=r_eMkiSMu24&feature=youtu.be

[5] https://www.nytimes.com/2021/07/21/magazine/c-section.html?partner=IFTTT
[5] https://livedezign.com/youtube-dump/the-anatomy-of-a-c-section/

Top URLs in Tweet in G3:
[1] https://twitter.com/nataliebritton4/status/1419959835622248449
[1] https://onlinelibrary.wiley.com/doi/epdf/10.1111/birt.12571?cookieSet=1

Top URLs in Tweet in G5:
[3] https://twitter.com/taymoneyxxx/status/1416863199975124997

Top URLs in Tweet in G6:
[6] https://oneonline.mv/50194
[1] https://www.newsnationnow.com/health/coronavirus/texas-mom-delivers-baby-after-losing-husband-to-covid-19-it-was-so-bittersweet/?utm_source=t.co&utm_campaign=socialflow&utm_medium=referral
[1] https://oneonline.mv/50213

Top URLs in Tweet in G7:
[1] https://twitter.com/mamaanxiety_/status/1416779725373063168
[1] https://twitter.com/remremxx/status/1416377052622622720
[1] https://www.marketwatch.com/story/surprise-medical-bills-often-strike-after-childbirth-but-help-is-on-the-way-11625594015
[1] https://twitter.com/allysonfelix/status/1409927836928921600

Top URLs in Tweet in G8:
[8] https://www.nytimes.com/2021/07/21/magazine/c-section.html
[4] https://twitter.com/lsjamison/status/1417865255414292486
[2] https://www.nytimes.com/2021/07/21/magazine/c-section.html?referringSource=articleShare
[1] https://trib.al/JQVQQAy
[1] https://trib.al/junRi3D
[1] https://trib.al/YBLF73N
[1] https://twitter.com/longreads/status/1418376821956038656
[1] https://www.hemeltoday.co.uk/news/people/first-time-hemel-hempstead-mum-gives-birth-naturally-to-11lb-5oz-baby-boy-3310243?amp
[1] https://gbss.org.uk/stories/noah/

Top URLs in Tweet in G10:
[3] https://www.motherjones.com/politics/2017/01/childbirth-injuries-prolapse-cesarean-section-natural-childbirth/
[2] https://www.youtube.com/watch?v=HeSZURwAOFw


Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[172] dadjokes
[57] england
[32] brazil
[27] turkey
[23] birth
[21] cesarean
[19] csection
[17] cardioobstetrics
[16] uttarpradesh
[15] soulslosttocovid



Top Hashtags in Tweet in G1:
[15] csection
[8] pregnancy
[6] birth
[6] fertility
[5] momlife
[4] cesarean
[3] obgyntwitter
[3] medtwitter
[3] cesareansection
[3] csectionrecovery

Top Hashtags in Tweet in G3:
[1] mindfulpregnancy
[1] mindfulbirth
[1] mindfulness

Top Hashtags in Tweet in G6:
[172] dadjokes

Top Hashtags in Tweet in G7:
[1] birthtraumaawarenessweek

Top Hashtags in Tweet in G8:
[4] groupbstrep
[2] longreads
[1] cesarean
[1] gbsam2021

Top Words
Top Words in Tweet in Entire Graph:
[5888] section
[1281] birth
[1049] cesarean
[917] hospital
[907] first
[852] baby
[845] mom
[804] having
[766] know
[695] need

Top Words in Tweet in G1:
[1122] section
[201] birth
[192] cesarean
[178] baby
[105] emergency
[80] delivery
[73] during
[70] born
[64] having
[62] weeks

Top Words in Tweet in G2:
[571] mom
[571] know
[571] stranded
[571] hospital
[571] over
[571] unpaid
[571] section
[571] bills
[571] total
[571] need

Top Words in Tweet in G3:
[542] section
[538] nataliebritton4
[538] donnellystephen
[534] husband
[532] hi
[530] having
[530] aug
[530] 19th
[530] vaccinated
[530] pcr

Top Words in Tweet in G4:
[404] olympics
[403] sportscenter
[403] birth
[402] allyson
[402] felix's
[402] fifth
[402] it'll
[402] first
[402] mother
[402] gave

Top Words in Tweet in G5:
[405] section
[328] love
[322] taymoneyxxx
[293] moms
[291] people
[289] child
[288] much
[287] re
[287] shitting
[287] literally

Top Words in Tweet in G6:
[344] orange
[177] section
[172] qasimrashid
[172] reflecting
[172] day
[172] found
[172] inside
[172] first
[172] successful
[172] vitamin

Top Words in Tweet in G7:
[139] baby
[136] iamthecreatress
[134] rly
[127] cesarean
[99] breech
[98] hospital
[96] client
[96] position
[96] decided
[55] section

Top Words in Tweet in G8:
[124] section
[57] birth
[56] nytimes
[52] women
[51] lsjamison
[39] feel
[37] history
[35] babies
[35] hours
[34] still

Top Words in Tweet in G9:
[154] niggas
[154] born
[154] section
[154] talking
[154] bout
[154] birthday
[154] naw
[154] release
[154] date
[154] bro

Top Words in Tweet in G10:
[34] section
[16] incompleteocean
[16] shanoawarrior
[14] lynnia00721169
[13] folkcherry33
[13] monsieurmach
[13] maqart55
[13] fatherjosh6
[13] suctioneel
[13] dankprolifememe

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[650] having,section
[626] gave,birth
[578] hospital,over
[577] section,bills
[576] mom,know
[576] know,stranded
[576] stranded,hospital
[576] over,unpaid
[576] unpaid,section
[576] bills,total

Top Word Pairs in Tweet in G1:
[92] emergency,section
[55] cesarean,section
[44] personal,history
[44] history,section
[35] section,scar
[31] during,section
[28] section,baby
[26] cesarean,delivery
[25] born,section
[23] having,section

Top Word Pairs in Tweet in G2:
[571] mom,know
[571] know,stranded
[571] stranded,hospital
[571] hospital,over
[571] over,unpaid
[571] unpaid,section
[571] section,bills
[571] bills,total
[571] total,need
[571] need,200k

Top Word Pairs in Tweet in G3:
[530] hi,donnellystephen
[530] donnellystephen,having
[530] having,section
[530] section,aug
[530] aug,19th
[530] 19th,husband
[530] husband,vaccinated
[530] vaccinated,pcr
[530] pcr,test
[530] test,17th

Top Word Pairs in Tweet in G4:
[402] allyson,felix's
[402] felix's,fifth
[402] fifth,olympics
[402] olympics,it'll
[402] it'll,first
[402] first,mother
[402] mother,gave
[402] gave,birth
[402] birth,daughter
[401] sportscenter,allyson

Top Word Pairs in Tweet in G5:
[291] section,moms
[286] shitting,section
[285] people,shitting
[285] moms,literally
[285] literally,love
[285] love,unborn
[285] unborn,child
[285] child,much
[285] much,re
[285] re,risking

Top Word Pairs in Tweet in G6:
[172] reflecting,day
[172] day,found
[172] found,orange
[172] orange,inside
[172] inside,orange
[172] orange,first
[172] first,successful
[172] successful,vitamin
[172] vitamin,section
[172] section,#dadjokes

Top Word Pairs in Tweet in G7:
[96] client,baby
[96] baby,breech
[96] breech,position
[96] position,hospital
[96] hospital,decided
[96] decided,cesarean
[96] cesarean,rly
[95] iamthecreatress,client
[38] birthing,breeched
[38] breeched,baby

Top Word Pairs in Tweet in G8:
[37] history,section
[32] still,feel
[32] feel,pang
[32] pang,hear
[32] hear,women
[32] women,use
[32] use,phrase
[32] phrase,'natural
[32] 'natural,childbirth'
[32] childbirth',describe

Top Word Pairs in Tweet in G9:
[154] niggas,born
[154] born,section
[154] section,talking
[154] talking,bout
[154] bout,birthday
[154] birthday,naw
[154] naw,release
[154] release,date
[154] date,bro
[153] niggazwilln,niggas

Top Word Pairs in Tweet in G10:
[13] suctioneel,dankprolifememe
[13] dankprolifememe,samantha4blue
[13] samantha4blue,naral
[11] folkcherry33,maqart55
[10] monsieurmach,folkcherry33
[10] maqart55,suctioneel
[9] nerdgirldv,fatherjosh6
[9] fatherjosh6,chronic_chels
[9] chronic_chels,mandamichaelss
[8] incompleteocean,shanoawarrior

Top Replied-To
Top Replied-To in Entire Graph:
@arielle_ivy
@racheljwelcher
@taymoneyxxx
@moralesmeldrich
@revsarahlocke
@empressatlantis
@nytimes
@emsops
@mamainaugust
@nataliebritton4

Top Replied-To in G3:
@nataliebritton4
@paddykgriffin
@thelovelymaeve
@deirdreflannell

Top Replied-To in G4:
@sportscenter
@jephtecesar_

Top Replied-To in G5:
@taymoneyxxx
@shelb_gutierrez
@devonleighs
@tammies81268743
@czljp
@kittyandloo
@jenny1more
@ruthhammick12
@upsydai08338861
@itsblair95

Top Replied-To in G6:
@lorenzomagnif11
@trulytafakari

Top Replied-To in G7:
@daysabloom
@thepylesco
@iamthecreatress
@doscadenasx
@urboymamax2
@mamawiki_
@sab3ich
@hannahfelise
@kaiiittteee
@hannah_soto_

Top Replied-To in G8:
@nytimes
@lsjamison
@rmatthewspsyedu
@kathykattenburg
@jaimealyse
@colleen_kelsey
@ladyclin
@agrenell
@zinouwastaken
@ethologopathos

Top Replied-To in G10:
@incompleteocean
@shanoawarrior
@lynnia00721169
@gabrielacerra
@problem_solvent
@quackquuaack
@taymoneyxxx
@feloneouscat
@charlot44069646
@folkcherry33

Top Mentioned
Top Mentioned in Entire Graph:
@skusskus
@donnellystephen
@nataliebritton4
@sportscenter
@taymoneyxxx
@qasimrashid
@niggazwilln
@iamthecreatress
@cleavon_md
@rbunceanu

Top Mentioned in G1:
@getparentology
@infosafe3
@barbararoscoe7
@lawstreetj
@plusmommy
@freeekiki
@murk361
@whoagurtt
@sameepshastri

Top Mentioned in G2:
@skusskus

Top Mentioned in G3:
@donnellystephen
@nataliebritton4
@brendanjoseph_
@wemidwives
@eimshoopz
@ali_kie
@carolin99864298
@whitmorejen

Top Mentioned in G4:
@sportscenter
@allysonfelix
@whattoexpect
@skusskus

Top Mentioned in G5:
@taymoneyxxx
@shelb_gutierrez
@rebeccamadison_
@jasrobertson611
@warriormama1019
@skusskus
@iamthecreatress
@edwin_r_c
@chaoticdm
@after25podcast

Top Mentioned in G6:
@qasimrashid
@oneonlinemv
@adgarrio
@johnmbusher
@newsnationnow

Top Mentioned in G7:
@iamthecreatress
@thewitchydoula
@maykathleen_
@pnwmama2
@anotherboymama
@hannahfelise
@mamaanxiety_
@taymoneyxxx
@daysabloom
@doscadenasx

Top Mentioned in G8:
@nytimes
@lsjamison
@longreads
@benharder
@nyamnyc
@nytmag
@gbssupport
@borisjohnson
@xan_desanctis
@hannahmsays

Top Mentioned in G9:
@niggazwilln

Top Mentioned in G10:
@shanoawarrior
@maqart55
@fatherjosh6
@suctioneel
@dankprolifememe
@samantha4blue
@naral
@chronic_chels
@monsieurmach
@folkcherry33

Top Tweeters
Top Tweeters in Entire Graph:
@knewz_currently
@dichristine
@eazeee2004
@raejeanhightow8
@andyvermaut
@jude_mugabi
@joleonbusby
@baarahk
@ginalawriw
@jenkers_en

Top Tweeters in G1:
@knewz_currently
@andyvermaut
@ginalawriw
@jenkers_en
@toicitiesnews
@pairsonnalitesn
@hipeoplebiz
@ahmadnormaulana
@_globalcareers
@stop1984

Top Tweeters in G2:
@esnesy
@marrgarritah
@theayoodekunle
@ovie52009
@adetigerr
@aschiwassayin
@still_maryam
@getmebayo
@olukayblark
@nerdy_dami

Top Tweeters in G3:
@adunlea
@mariebrod
@wickedfairysad
@sharrow_irl
@brianypaulbria1
@siobhanryan26
@janeruffino
@claredaisy
@okeeffelynn
@wellnowuniverse

Top Tweeters in G4:
@eazeee2004
@raejeanhightow8
@morgandavii
@its_coachb
@nadalchukwu
@juliocmoreno14
@juju_da_gamer
@maadihotti
@cleopatrashoney
@almightylott

Top Tweeters in G5:
@hafizatulnasuha
@johniky5
@dauhreen
@nxdif
@_sxnya
@kpakpando_jah
@jennethegreat
@ansfdzl
@ambrosebucks
@raesmama_

Top Tweeters in G6:
@baarahk
@ishagshafeeg
@ayshamoolla
@argusc
@charlesexsavior
@tamatron
@murjanian
@sngitau
@kaibutsu
@kaysey17

Top Tweeters in G7:
@cashonthealtar
@tamtamsworld
@fowlazule
@sokattastic
@jaykashilocdin
@actsoffaithblog
@blakpwrites
@komungaro3
@jessiexjo
@darlinsincerest

Top Tweeters in G8:
@joleonbusby
@nytimes
@loudmouthkid62
@hilarieashton
@nekoya_3
@deduped_nytimes
@blessingsdigha
@jeffreyjdean
@bimadew
@shantaclair

Top Tweeters in G9:
@videoneonr
@_anthonytheking
@mandengo_xo
@mendezjubril
@_jaggajatt
@eduaaah
@whotfisarmani
@tovie_love
@tristingilly
@vincevalley

Top Tweeters in G10:
@fight4women
@atheistengineer
@slim_mirokujin
@laurawhitt32
@lusciouslani
@ozgoofyprincess
@cobraeldiablo
@unite_and_fight
@feloneouscat
@laikaandyuri


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.