cesarean OR c-section, Twitter, 11/15/2020 3:25:52 PM, 241487


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cesarean OR c-section_2020-11-15_06-29-01.xlsx
cesarean OR c-section_2020-11-15_06-29-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 15, 2020
Short Description:
cesarean OR c-section via NodeXL https://bit.ly/2UABB6J
@niggazwilin
@olemohale
@mdubkrazy
@scarymommy
@viviprudence
@ceoofsurprises
@xanloverbby21
@cytokineboy
@camilojpardo
@greenjrnl

Top hashtags:
#covid19
#cesarean
#birth
#kpsehatplus
#csection
#onthisday
#rexis

Description:
Description
The graph represents a network of 8,688 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, 15 November 2020 at 14:34 UTC.

The requested start date was Friday, 13 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 9-day, 17-hour, 53-minute period from Tuesday, 03 November 2020 at 07:04 UTC to Friday, 13 November 2020 at 00:58 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 : 8688
Unique Edges : 3049
Edges With Duplicates : 10712
Total Edges : 13761
Number of Edge Types : 5
Retweet : 5140
MentionsInRetweet : 5254
Replies to : 1072
Mentions : 1050
Tweet : 1245
Self-Loops : 1285
Reciprocated Vertex Pair Ratio : 0.00825405707890319
Reciprocated Edge Ratio : 0.0163729707229083
Connected Components : 1822
Single-Vertex Connected Components : 821
Maximum Vertices in a Connected Component : 3117
Maximum Edges in a Connected Component : 6232
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 2.037489
Graph Density : 9.54915380213994E-05
Modularity : 0.507374
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 8,688 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, 15 November 2020 at 14:34 UTC.

The requested start date was Friday, 13 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 9-day, 17-hour, 53-minute period from Tuesday, 03 November 2020 at 07:04 UTC to Friday, 13 November 2020 at 00:58 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".

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:
[33] https://www.parents.com/pregnancy/giving-birth/stories/photos-that-prove-c-section-moms-are-incredibly-brave/?utm_campaign=parents_parentsmagazine&utm_content=bestofevergreen&utm_medium=social&utm_source=twitter.com&utm_term=5fa4675a658bce0001551274
[30] https://twitter.com/jimmykimmel/status/1323814421488037888
[18] https://www.ncbi.nlm.nih.gov/pubmed/20478942
[11] https://www.dailymail.co.uk/news/article-8942281/Belgian-medic-jailed-killing-British-mother-Caesarean-section-drunk.html
[10] https://philadelphia.cbslocal.com/2020/11/11/9-month-pregnant-woman-fighting-for-life-shot-in-kensington-police-say/
[8] https://twitter.com/JBI_EI/status/1323726906219393024
[7] https://twitter.com/driannaaaa/status/1326402476032004099
[7] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.annemergmed.com%2Farticle%2FS0196-0644%2816%2930184-6%2Ffulltext&rc=0
[5] https://www.thelocal.fr/20201112/french-court-jails-drunk-anaesthetist-over-death-of-british-woman-during-c-section?utm_source=dlvr.it&utm_medium=twitter
[5] https://www.ctvnews.ca/health/french-court-sentences-drunken-anesthetist-to-jail-over-c-section-death-1.5186014?taid=5fad5f95c2578a0001c778f4&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter

Top URLs in Tweet in G1:
[1] https://thatcan.be/my/next/tweet/

Top URLs in Tweet in G2:
[23] https://twitter.com/jimmykimmel/status/1323814421488037888
[7] https://www.dailymail.co.uk/news/article-8942281/Belgian-medic-jailed-killing-British-mother-Caesarean-section-drunk.html
[5] https://twitter.com/driannaaaa/status/1326402476032004099
[4] https://www.thehollywoodgossip.com/2020/11/ariela-weinberg-how-much-did-her-emergency-c-section-in-ethiopia/?utm_source=dlvr.it&utm_medium=twitter
[3] http://www.inhalemama.com/recover-recovery-pregnancy-c-section/
[2] https://styleupnow.com/ariela-weinberg-how-much-did-her-emergency-c-section-in-ethiopia-cost/
[2] https://twitter.com/andizeisler/status/1323790021103546368
[2] https://podcastatlantic.com/podcast/she-quest-podcast/
[2] https://www.huffpost.com/entry/moms-c-section-recovery_l_5c5891f7e4b00187b554020b
[2] https://www.smfm.org/publications/332-smfm-special-statement-checklist-for-thromboembolism-prophylaxis-after-cesarean-delivery

Top URLs in Tweet in G5:
[4] https://www.obgproject.com/2020/05/21/smfm-guidance-vte-prophylaxis-and-cesarean-delivery/
[3] https://www.obgproject.com/2017/02/07/macrosomia-role-early-delivery/
[3] https://www.womenshealthmag.com/health/a34618144/lindsay-arnold-cesarean-section-video/?utm_campaign=socialflowTWWH&utm_source=twitter&utm_medium=social-media
[2] https://pubmed.ncbi.nlm.nih.gov/33156182/
[2] https://twitter.com/greenjrnl/status/1325816220210356226
[2] https://link.springer.com/article/10.1007/s12630-020-01779-1
[1] https://www.obgproject.com/2020/11/09/who-action-rct-outcomes-dexamethasone-decreases-risk-of-neonatal-death-in-women-from-low-income-countries-at-risk-of-early-preterm-birth/
[1] https://www.obgproject.com/2019/01/21/obg-insider-latest-clinical-highlights/
[1] https://www.obgproject.com/get-first/?utm_source=obgproject&utm_medium=internal%20links&utm_campaign=obgfirst&utm_term=bugmebar&utm_content=obgfirst
[1] https://www.ajog.org/article/S0002-9378(20)30518-4/fulltext

Top URLs in Tweet in G7:
[1] https://twitter.com/jimmykimmel/status/1323814421488037888

Top URLs in Tweet in G8:
[4] https://thesupermomlife.com/c-section-birth-story/
[1] https://thesupermomlife.com/c-section-birth-story/?fbclid=IwAR1B8Dm2WjVig_BHF_Ls5cAIm-jZYVcp_3wnd87_y6U2tBd04OeWK-VQ0zQ
[1] https://thesupermomlife.com/c-section-birth-story/?fbclid=IwAR2v0TZpcN2FatI1xXFJZ_4IjQJXFvSQPJd1XduauOW-CByqRgXJgb_pl3I
[1] https://thesupermomlife.com/c-section-birth-story/?fbclid=IwAR1b07t_eLFuukYnTwAWktFxBbb2-IiAQ1uqHdulp1MqKzHDpH5yaa1qV68
[1] https://thesupermomlife.com/c-section-birth-story/?fbclid=IwAR0dDUkCj_nGYWPsrcP4Ouq_8ymVmlq2VgKaAJW6sJn6FC7k4MLZno1hAAY
[1] https://thesupermomlife.com/c-section-birth-story/?fbclid=IwAR1uXxRJO6G_QDWbS6b0Im-KtLNlVDs6R5eX9YyMlnl_vyH2TvwedLDNHcA
[1] https://thesupermomlife.com/c-section-birth-story/?fbclid=IwAR18bTixFbtg49bu2QIfgZHTdHLeidHoJO07TxLtwaGYE8QapNPA0TDIZUk
[1] https://thesupermomlife.com/c-section-birth-story/?fbclid=IwAR219cIfmLCStPlKblByDA-qoy5Y6kxYLwdhkop3sQmMJo-bJiLufSxSpIs

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[54] covid19
[39] cesarean
[34] birth
[33] kpsehatplus
[25] csection
[23] onthisday
[23] rexis
[23] gh
[23] generalhospital
[18] study



Top Hashtags in Tweet in G2:
[15] c
[13] gucci
[7] postnatal
[6] csection
[6] birth
[6] healing
[5] birthdoula
[5] surgery
[4] doulas
[4] blackdoula

Top Hashtags in Tweet in G3:
[1] destinationrural

Top Hashtags in Tweet in G5:
[8] cesarean
[6] systematicreview
[5] womenshealth
[5] obgyn
[4] vte
[3] meded
[3] foamed
[3] foamob
[3] obstetrics
[3] pregnancy

Top Words
Top Words in Tweet in Entire Graph:
[6487] section
[3523] born
[3399] call
[3248] birthday
[3237] date
[3227] nah
[3224] release
[3218] bro
[3208] ur
[3207] nerve

Top Words in Tweet in G1:
[3087] mfs
[3087] section
[3085] niggazwilin
[3085] born
[3084] nerve
[3084] call
[3084] birthday
[3084] nah
[3084] bro
[3084] ur

Top Words in Tweet in G2:
[825] section
[168] cesarean
[122] baby
[105] birth
[96] born
[67] emergency
[63] need
[56] delivery
[52] having
[49] first

Top Words in Tweet in G3:
[303] section
[297] wearing
[297] maternity
[296] women
[295] go
[295] back
[295] work
[295] engorged
[295] nursing
[295] bras

Top Words in Tweet in G4:
[520] read
[261] viviprudence
[260] share
[260] thoughts
[260] yesterday
[260] employer
[260] staff
[260] left
[260] crying
[150] loâ

Top Words in Tweet in G5:
[95] cesarean
[77] delivery
[37] technique
[35] standardizing
[33] greenjrnl
[30] free
[30] case
[29] section
[29] seeing
[29] forest

Top Words in Tweet in G6:
[88] accident
[88] mum
[87] family
[87] zoom
[87] quiz
[87] returns
[87] dad
[87] call
[87] stitches
[87] section

Top Words in Tweet in G7:
[57] section
[55] jimmykimmel
[15] worse
[11] during
[7] cut
[7] before
[7] awake
[6] way
[6] much
[6] mollyjongfast

Top Words in Tweet in G8:
[112] doctor
[67] section
[66] birth
[65] thesupermomlife
[57] plan
[56] 15
[56] years
[56] ago
[56] solid
[56] different

Top Words in Tweet in G9:
[2] covered

Top Words in Tweet in G10:
[2] mother

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3382] born,section
[3223] call,birthday
[3220] birthday,nah
[3212] release,date
[3210] nah,bro
[3205] section,nerve
[3205] nerve,call
[3195] bro,ur
[3190] mfs,born
[3186] ur,release

Top Word Pairs in Tweet in G1:
[3085] mfs,born
[3085] born,section
[3084] section,nerve
[3084] nerve,call
[3084] call,birthday
[3084] birthday,nah
[3084] nah,bro
[3084] bro,ur
[3084] ur,release
[3084] release,date

Top Word Pairs in Tweet in G2:
[55] born,section
[54] emergency,section
[44] cesarean,section
[42] need,section
[40] learn,anything
[40] anything,youtube
[34] youtube,hmu
[33] section,scar
[33] hmu,need
[32] release,date

Top Word Pairs in Tweet in G3:
[295] women,go
[295] go,back
[295] back,work
[295] work,engorged
[295] engorged,nursing
[295] nursing,bras
[295] bras,wearing
[295] wearing,adult
[295] adult,diapers
[295] diapers,maternity

Top Word Pairs in Tweet in G4:
[260] read,share
[260] share,thoughts
[260] thoughts,yesterday
[260] yesterday,read
[260] read,employer
[260] employer,staff
[260] staff,left
[260] left,crying
[259] viviprudence,read
[150] crying,loâ

Top Word Pairs in Tweet in G5:
[65] cesarean,delivery
[37] delivery,technique
[35] standardizing,cesarean
[29] free,case
[29] case,standardizing
[29] technique,seeing
[29] seeing,forest
[29] forest,trees
[29] trees,informed
[29] informed,400

Top Word Pairs in Tweet in G6:
[88] accident,mum
[87] family,zoom
[87] zoom,quiz
[87] quiz,returns
[87] returns,dad
[87] dad,call
[87] call,stitches
[87] stitches,accident
[87] mum,section
[86] _billiebelieves,family

Top Word Pairs in Tweet in G7:
[6] mollyjongfast,jimmykimmel
[6] jimmykimmel,tanvim
[6] emergency,section
[4] having,section
[4] section,before
[4] jimmykimmel,phyll_indablank
[4] jimmykimmel,section
[3] section,way
[3] much,worse
[3] section,much

Top Word Pairs in Tweet in G8:
[56] 15,years
[56] years,ago
[56] ago,solid
[56] solid,birth
[56] birth,plan
[56] plan,different
[56] different,doctor
[56] doctor,call
[56] call,doctor
[56] doctor,called

Top Replied-To
Top Replied-To in Entire Graph:
@jimmykimmel
@mminsc2
@resisterdude
@emilyvanduyne
@l_aitken
@chelseahandler
@mollymcnearney
@lindaviking77
@shayla_who
@hellen_mathibe

Top Replied-To in G1:
@niggazwilin

Top Replied-To in G2:

Top Replied-To in G3:
@comfortweight
@pho2geek
@cactusantics
@jillcollier16

Top Replied-To in G4:
@viviprudence

Top Replied-To in G5:
@drleslea
@ajog_thegray
@amarshallmd
@himes_kata

Top Replied-To in G7:
@jimmykimmel
@mollyjongfast
@karriehiggins
@johnrjohnson
@micheleone_elle
@embersfromashes
@katypang
@sasyecat

Top Replied-To in G9:
@sureshseshadri1

Top Replied-To in G10:
@medwoman1

Top Mentioned
Top Mentioned in Entire Graph:
@niggazwilin
@scarymommy
@viviprudence
@_billiebelieves
@thesupermomlife
@lindaviking77
@coleeetayagg
@tobi_is_fab
@greenjrnl
@parentsmagazine

Top Mentioned in G1:
@niggazwilin
@buginq

Top Mentioned in G2:
@inhalemama
@serendipityriri
@lifeandthelords
@dennism99522025
@rutgerscabm
@clinrep
@drop_it_baby

Top Mentioned in G3:
@scarymommy
@dovermarian
@cardiwithpearls
@cube_girl
@bunandleggings
@cactusantics

Top Mentioned in G4:
@viviprudence
@d_timilehin

Top Mentioned in G5:
@greenjrnl
@theobgproject
@mysmfm
@isuog
@emilysharpe
@gndoulaveris
@mfmsperling
@drleslea
@uptotate
@acog

Top Mentioned in G6:
@_billiebelieves

Top Mentioned in G7:
@jimmykimmel
@tanvim
@phyll_indablank
@mollyjongfast
@weareallother
@micheleone_elle
@taikawaititi
@elizabethswartz
@chuckwendig
@joeybagovdonuts

Top Mentioned in G8:
@thesupermomlife

Top Mentioned in G9:
@nair_hena
@priyakhi2
@sbk1963
@murali76133156
@rameshs0007
@arundeshpande20
@gogot2017
@diptang01274703
@am_dilip1
@schauha72553505

Top Mentioned in G10:
@emma34770971
@kent_nye
@trumpsugar
@politicspot
@laylow88861429
@mathmomma24
@lovestr50361283
@brian_alford
@janinevorr
@atumpkins11

Top Tweeters
Top Tweeters in Entire Graph:
@tesco
@dichristine
@chris_1791
@bridgittelesley
@barbarapunzala1
@prpnews
@irmaroxas3
@arasaucedo24
@girl4music
@pairsonnalitesn

Top Tweeters in G1:
@fiqfiqkutcher
@culiraj
@medellinblue
@terrikibiriti
@itsemmelex
@timberwolf___
@roshie_99
@kylektl99
@iamjoseh_
@childishaaliyah

Top Tweeters in G2:
@prpnews
@girl4music
@pairsonnalitesn
@_globalcareers
@lianabrooks
@dubvnow
@rosenthalellery
@kissmyybeauty_
@richardgearl
@livechonews

Top Tweeters in G3:
@ketaminh
@leel06lee
@blueravefinn
@portraitinflesh
@wrap02
@yatpundit
@crawlieswithcri
@sam201810
@ayugiwendy
@reflectingman

Top Tweeters in G4:
@deeva4dlord
@okt_ranking
@switflav
@watluvutluvu
@unclebeeola
@blvckdotun
@baddestcash_
@mawunya_
@mizcazorla1
@hayomide_

Top Tweeters in G5:
@njmike731
@tomvarghesejr
@evidencerobot
@pulsenigeria247
@epidatageek
@channelstv
@jennarndt
@womenshealthmag
@bbcafrica
@hotfm976

Top Tweeters in G6:
@desselebrada
@greycells
@funsoph
@mister_woodo
@eddierobson
@idsharman
@simonfrcox
@drstip
@regis_alenda
@norienmajere

Top Tweeters in G7:
@joeybagovdonuts
@sasyecat
@mollyjongfast
@chuckwendig
@juliadavisnews
@johnrjohnson
@joshuarog3rs
@louise_q10
@phyll_indablank
@andrewzimmern

Top Tweeters in G8:
@bridgittelesley
@discoverself
@mikihope
@g_kohls
@gaynycdad
@askchefdennis
@goodbuysalltime
@spaceshipslb
@obviouslymar
@disneydream717

Top Tweeters in G9:
@nair_hena
@_ankahi
@bharatwashi1
@bdutt
@ksmann
@neerangautam
@genpanwar
@rajendrap1078
@savitritvs
@sardesairajdeep

Top Tweeters in G10:
@kattmist
@vickie627
@ladyoftheocean1
@medwoman1
@politicspot
@misshellca
@robcarlson20
@ziggystardad
@trumpsugar
@qdecoder