cesarean OR c-section, Twitter, 4/1/2022 1:32:30 PM, 274131


FAQ | Problem?

cesarean OR c-section_2022-04-01_06-14-38.xlsx
cesarean OR c-section_2022-04-01_06-14-38.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 01, 2022
Short Description:
cesarean OR c-section via NodeXL https://bit.ly/3DJNZYd
@bessbell
@allisonpearson
@thriftyhedgehog
@johnsmi91244570
@sal_robins
@stinkshovel
@eternal_mother
@kirstiemallsopp
@knownheretic
@shaunlintern

Top hashtags:
#tigraygenocide
#tigray
#pregnancy
#covidvaccine

Description:
Description
The graph represents a network of 8,491 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, 01 April 2022 at 13:19 UTC.

The requested start date was Friday, 01 April 2022 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 7-day, 6-hour, 3-minute period from Thursday, 24 March 2022 at 17:47 UTC to Thursday, 31 March 2022 at 23:51 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 : 8491
Unique Edges : 4262
Edges With Duplicates : 11567
Total Edges : 15829
Number of Edge Types : 5
Tweet : 864
Replies to : 1149
Mentions : 1125
Retweet : 5472
MentionsInRetweet : 7219
Self-Loops : 878
Reciprocated Vertex Pair Ratio : 0.0068988173455979
Reciprocated Edge Ratio : 0.0137030995106036
Connected Components : 1309
Single-Vertex Connected Components : 572
Maximum Vertices in a Connected Component : 3897
Maximum Edges in a Connected Component : 7849
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 3.303935
Graph Density : 0.000127551391974791
Modularity : 0.555507
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 8,491 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, 01 April 2022 at 13:19 UTC.

The requested start date was Friday, 01 April 2022 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 7-day, 6-hour, 3-minute period from Thursday, 24 March 2022 at 17:47 UTC to Thursday, 31 March 2022 at 23:51 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:
[18] https://www.ajog.org/article/S0002-9378(21)01216-3/fulltext
[17] https://twitter.com/bessbell/status/1506734704187219975
[7] https://twitter.com/flashszn_/status/1508496875288211456
[5] https://www.wwltv.com/article/news/crime/kermit-ruffins-girlfriend-recovering-baby-stable-after-shooting-emergency-c-section/289-2903a241-0b6f-4aa1-b60f-394357ba2464
[5] https://twitter.com/goldshift_/status/1507213422491947013
[5] https://jamanetwork.com/journals/jama/fullarticle/2790607
[4] https://www.news-medical.net/news/20220329/Is-COVID-19-vaccination-during-pregnancy-safe.aspx
[4] https://www.hindustantimes.com/lifestyle/health/yoga-for-post-pregnancy-7-exercises-to-strengthen-core-after-c-section-delivery-101648192253190.html
[4] https://www.pregnancymagazine.com/the-big-day/c-sections-a-crash-course
[3] https://www.jpost.com/health-and-wellness/pregnancy-and-birth/article-702899

Top URLs in Tweet in G1:
[1] https://www.jwatch.org/na51403/2020/04/23/situ-or-exteriorized-uterine-repair-after-cesarean

Top URLs in Tweet in G2:
[1] https://twitter.com/talkradio/status/1509075543563640837

Top URLs in Tweet in G3:
[10] https://twitter.com/bessbell/status/1506734704187219975
[7] https://twitter.com/flashszn_/status/1508496875288211456
[5] https://twitter.com/goldshift_/status/1507213422491947013
[3] https://spitupandsitups.com/c-section-recovery-must-haves/
[2] https://www.wwltv.com/article/news/crime/kermit-ruffins-girlfriend-recovering-baby-stable-after-shooting-emergency-c-section/289-2903a241-0b6f-4aa1-b60f-394357ba2464
[2] https://234radio.com/malin-andersson-reveals-she-suffered-panic-attacks-as-she-underwent-emergency-c-section-with-xaya/
[2] https://twitter.com/ShaunLintern/status/1507786599593095168
[2] https://onlinelibrary.wiley.com/doi/10.1111/birt.12609
[2] https://petrescuereport.com/2022/tiny-and-defenseless-stray-pups-left-to-fend-for-themselves-one-rushed-for-emergency-c-section/
[2] https://twitter.com/davidgallaher/status/1508476326461808653

Top URLs in Tweet in G4:
[1] https://twitter.com/tigvoice/status/1509161020169797633

Top URLs in Tweet in G5:
[3] https://twitter.com/bessbell/status/1506734704187219975
[1] https://twitter.com/louiseofpotato/status/1508529213435002891
[1] https://www.bbc.com/news/uk-scotland-scotland-politics-46803359#amp_tf=From%20%251%24s&aoh=16483788819261&referrer=https%3A%2F%2Fwww.google.com
[1] https://twitter.com/shaunlintern/status/1507786599593095168
[1] https://twitter.com/thesundaytimes/status/1507790971785908230
[1] https://www.bailii.org/cgi-bin/format.cgi?doc=/uk/cases/UKSC/2015/11.html
[1] https://bit.ly/3C8bEjY
[1] https://twitter.com/RCARMITAGE10/status/1508174263748079627
[1] https://www.nice.org.uk/guidance/ng192/evidence/a-the-benefits-and-risks-of-planned-caesarean-birth-pdf-9071941646
[1] https://www.babycenter.com/pregnancy/your-body/is-it-true-that-some-of-my-organs-will-be-moved-outside-my-b_10366572

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[412] tigraygenocide
[137] tigray
[55] pregnancy
[40] covidvaccine
[26] pathology
[26] gynpath
[26] dermpath
[26] beautyinthebenign
[22] cesarean
[19] palliativecare



Top Hashtags in Tweet in G1:
[1] jkrowling

Top Hashtags in Tweet in G3:
[8] csection
[7] neopapers
[7] neotwitter
[5] pregnancy
[5] cesarean
[3] closure
[3] news
[3] shorts
[3] cutebaby
[3] babyborn

Top Hashtags in Tweet in G4:
[412] tigraygenocide
[135] tigray

Top Hashtags in Tweet in G5:
[1] trysupportingwomennotdenigratingthem
[1] brainless
[1] istandwithjkrowling
[1] womenwontwheesht
[1] investigation
[1] mothers
[1] cesarean
[1] sections
[1] traumatic
[1] births

Top Words
Top Words in Tweet in Entire Graph:
[5387] section
[2619] time
[2562] having
[2526] during
[2482] uterus
[2457] body
[2448] bessbell
[2378] part
[2369] lifted
[2365] far

Top Words in Tweet in G1:
[2410] section
[2409] bessbell
[2377] uterus
[2351] body
[2349] during
[2340] lifted
[2337] having
[2331] part
[2331] time
[2329] disconcerting

Top Words in Tweet in G2:
[854] allisonpearson
[841] babies
[835] trust
[834] shrewsbury
[834] telford
[834] hospital
[834] damage
[834] between
[833] managed
[833] kill

Top Words in Tweet in G3:
[556] section
[123] cesarean
[94] birth
[89] baby
[70] emergency
[55] having
[42] delivery
[37] more
[37] scar
[37] know

Top Words in Tweet in G4:
[412] #tigraygenocide
[412] designed
[412] eritrea
[412] facilitated
[412] abiyahmedali
[412] signed
[412] mohamedbinzayed's
[412] office
[410] covered
[395] tigvoice

Top Words in Tweet in G5:
[202] section
[163] sections
[160] women
[158] don
[152] remove
[151] sal_robins
[151] witnessed
[144] myself
[143] rn
[142] floored

Top Words in Tweet in G6:
[670] ค
[336] gp
[336] ไม
[336] ย
[336] ยกว
[336] า
[335] ให
[335] กล
[335] บมาทำ
[335] appendectomy

Top Words in Tweet in G7:
[250] saya
[153] section
[153] baby
[151] bellakhann
[126] terpaksa
[126] boleh
[125] kali
[125] klu
[125] tau
[125] czer

Top Words in Tweet in G8:
[10] section
[6] list
[4] listed
[4] side
[3] mcfunny
[3] effect
[3] things
[3] reports
[2] mers
[2] getting

Top Words in Tweet in G9:
[39] mariana057
[39] didn
[39] know
[39] spell
[39] cesarean
[39] trying
[39] find
[39] dictionary
[39] looking
[39] longest

Top Words in Tweet in G10:
[2] chattyknana
[2] mommajacy
[2] ccontrarus
[2] spicypurritos
[2] lea_dahkotah69
[2] yahoocyd
[2] _anonym0us_fl_
[2] katmelcher
[2] hope411adcock
[2] before

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2429] during,section
[2355] uterus,lifted
[2355] lifted,body
[2353] body,during
[2348] far,disconcerting
[2348] disconcerting,part
[2348] section,knowing
[2347] having,uterus
[2346] part,having
[2346] knowing,brief

Top Word Pairs in Tweet in G1:
[2347] during,section
[2332] uterus,lifted
[2332] lifted,body
[2332] body,during
[2328] far,disconcerting
[2328] disconcerting,part
[2328] part,having
[2328] having,uterus
[2328] section,knowing
[2328] knowing,brief

Top Word Pairs in Tweet in G2:
[834] shrewsbury,telford
[833] telford,hospital
[833] hospital,trust
[833] trust,managed
[833] managed,kill
[833] kill,brain
[833] brain,damage
[833] damage,300
[833] 300,babies
[833] babies,between

Top Word Pairs in Tweet in G3:
[49] emergency,section
[25] cesarean,section
[25] section,scar
[23] cesarean,delivery
[21] having,section
[18] during,section
[16] giving,birth
[13] section,baby
[13] birth,section
[12] natural,birth

Top Word Pairs in Tweet in G4:
[412] #tigraygenocide,designed
[412] designed,eritrea
[412] eritrea,facilitated
[412] facilitated,abiyahmedali
[412] abiyahmedali,signed
[412] signed,mohamedbinzayed's
[412] mohamedbinzayed's,office
[410] office,covered
[395] tigvoice,#tigraygenocide
[395] covered,antoniog

Top Word Pairs in Tweet in G5:
[152] don,remove
[142] floored,stupidity
[142] stupidity,women
[142] women,rn
[142] rn,witnessed
[142] witnessed,sections
[142] sections,myself
[142] myself,don
[141] sal_robins,floored
[30] experiencing,section

Top Word Pairs in Tweet in G6:
[336] ยกว,า
[335] ให,gp
[335] gp,กล
[335] กล,บมาทำ
[335] บมาทำ,appendectomy
[335] appendectomy,cesarean
[335] cesarean,section
[335] section,ไม
[335] ไม,ค
[335] ค,อยเห

Top Word Pairs in Tweet in G7:
[125] bellakhann,saya
[125] saya,kali
[125] kali,terpaksa
[125] terpaksa,section
[125] section,klu
[125] klu,tau
[125] tau,czer
[125] czer,boleh
[125] boleh,merosakkan
[125] merosakkan,badan

Top Word Pairs in Tweet in G8:
[3] side,effect
[3] list,things
[2] section,listed
[2] listed,getting
[2] pre,determined
[2] cesarean,section

Top Word Pairs in Tweet in G9:
[39] didn,know
[39] know,spell
[39] spell,cesarean
[39] cesarean,trying
[39] trying,find
[39] find,dictionary
[39] dictionary,looking
[39] looking,longest
[39] longest,time
[38] mariana057,didn

Top Word Pairs in Tweet in G10:
[2] chattyknana,mommajacy
[2] mommajacy,ccontrarus
[2] ccontrarus,spicypurritos
[2] spicypurritos,lea_dahkotah69
[2] lea_dahkotah69,yahoocyd
[2] yahoocyd,_anonym0us_fl_
[2] _anonym0us_fl_,katmelcher
[2] katmelcher,hope411adcock

Top Replied-To
Top Replied-To in Entire Graph:
@bessbell
@kirstiemallsopp
@saimamir
@sophgermain
@shaunlintern
@tmprowell
@tarayummy
@amelieintokyo
@drlongissimus
@rcarmitage10

Top Replied-To in G1:
@bessbell
@beleno
@seanwilkenqc
@franklincrick
@thatvan_rijkom
@katamabob
@sschaaf28
@notcursede
@vivaciousvandal
@eastaquarian

Top Replied-To in G2:
@allisonpearson
@greyfriartony
@ajollyholiday17
@humblepie_cl85
@fierybernard
@wigglepidgeon
@henrywalkersmi1
@kirstiemallsopp
@diagramism
@sailawayonblue

Top Replied-To in G4:
@s_m_hunter
@hermelatv

Top Replied-To in G5:
@kirstiemallsopp
@shaunlintern
@bessbell
@rmatthewspsyedu
@dr_musgrave
@doulamaddie
@paulwaugh
@lizsaunders4
@janeclarejones
@sparklyjuliette

Top Replied-To in G7:
@bellakhann

Top Replied-To in G8:
@diar380
@tpatriot911
@bgame1367
@ukus003
@9633tm
@taylordiermaigh
@morrismajor
@mcfunny
@badboyntx

Top Replied-To in G9:
@mariana057

Top Replied-To in G10:
@chattyknana
@life_is_art___

Top Mentioned
Top Mentioned in Entire Graph:
@bessbell
@allisonpearson
@abiyahmedali
@mohamedbinzayed
@tigvoice
@antoniog
@mengiimdcu
@sal_robins
@gebremeskelgeb
@bellakhann

Top Mentioned in G1:
@bessbell
@beleno
@anylaurie16
@sal_robins
@knownheretic
@franklincrick
@anadastoli_
@shatterface
@allisonpearson
@mandigana

Top Mentioned in G2:
@allisonpearson
@jo_bartosch
@janewilliams_0
@sal_robins
@sailawayonblue
@loves_cake20
@henrywalkersmi1
@bessbell

Top Mentioned in G3:
@stayseej_
@_adedoyin_ade
@esosa_ca_films

Top Mentioned in G4:
@abiyahmedali
@mohamedbinzayed
@tigvoice
@antoniog
@gebremeskelgeb
@antonioguterres
@secblinken
@powerusaid
@josepborrellf
@ozlem27531878

Top Mentioned in G5:
@sal_robins
@glosswitch
@thesundaytimes
@birthtrauma
@shaunlintern
@bessbell
@jk_rowling
@kirstiemallsopp
@rmatthewspsyedu
@paulwaugh

Top Mentioned in G6:
@mengiimdcu

Top Mentioned in G7:
@bellakhann
@tini_413

Top Mentioned in G8:
@mcfunny
@raouldukeerik
@jimeeliberty
@premierimproves
@andrewlazarus4
@skepticalprune
@piattpicks
@fannyi5
@ogilville1
@andylumm

Top Mentioned in G9:
@mariana057
@docatcdi

Top Mentioned in G10:
@mommajacy
@ccontrarus
@spicypurritos
@lea_dahkotah69
@yahoocyd
@_anonym0us_fl_
@katmelcher
@hope411adcock
@jsg_54
@chattyknana

Top Tweeters
Top Tweeters in Entire Graph:
@berkleybearnews
@britpoptarts
@lizditz
@kenkircher1
@inquirerdotnet
@mharvey816
@httweets
@wardj15
@lesleygsmith3
@thehill

Top Tweeters in G1:
@britpoptarts
@mharvey816
@dancas2
@n7irl
@missnisha6849
@asher_wolf
@estarianne
@squirrel1110
@aprylsmithts
@tenoq

Top Tweeters in G2:
@wardj15
@heidiec5
@mgt_coull26
@princessofwails
@lewtonserena5
@rospay15
@allanholloway
@rf_jenkins
@grancake
@richlin11a

Top Tweeters in G3:
@berkleybearnews
@dailystar
@syssecserv
@my234radio
@_globalcareers
@adabagcompany
@marketscafe
@hephaestus7
@melissasweetdr
@newsfeedsmedia

Top Tweeters in G4:
@letebrhangebre1
@adilg
@protect_tigray
@gebrihethg
@romhai_h
@awtash4
@setitag
@aynalem_fantu
@hafti_hagos
@tekian_keshi

Top Tweeters in G5:
@lesleygsmith3
@netminnow
@estacadebares
@radlein
@mrmalky
@nvania
@treekahlo
@anacum3
@sound_of_sirens
@3pennymovies

Top Tweeters in G6:
@mpcmymy
@macooz
@gnadarling_
@_fahchuti
@92line_s
@caoladefe
@sincereisscary
@parkbyun_461
@pichamon01
@boyluver

Top Tweeters in G7:
@pinkyanasui
@unnoticebleme
@ryconize
@farahhnyy
@aqilahilyana_
@acadwahid
@markfiq_
@asyiqinbasri
@alysa3437
@nisahohnisah

Top Tweeters in G8:
@doritmi
@monstercoyliar
@kath2cats
@mcfunny
@chimera414
@9633tm
@nockit1
@georgetakei
@alex_on_a14
@bacchaus351

Top Tweeters in G9:
@straitarrow10
@stacymichelleb
@smilan317
@demuromarquez
@mchastang84
@heatherthomasaf
@eathbound420
@worldflood1
@jojonyc45
@rhugh4791

Top Tweeters in G10:
@cmargaronis
@spicypurritos
@lea_dahkotah69
@younggrady5k
@elizabe50286054
@irishbrat1966
@d321debbie
@eileendove910
@hope411adcock
@mary86802059


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.