cesarean OR c-section, Twitter, 10/1/2021 1:32:43 PM, 263396


FAQ | Problem?

cesarean OR c-section_2021-10-01_06-14-38.xlsx
cesarean OR c-section_2021-10-01_06-14-38.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 01, 2021
Short Description:
cesarean OR c-section via NodeXL https://bit.ly/3AVw1Q5
@cadeyharrel
@varindersingh24
@alreprorightsad
@asgow3
@forgedinfire20
@brentburke230
@jencages
@emilymcgowin
@wendyorent
@thatsnotmine125

Top hashtags:
#tigray
#cesarean
#covid19
#birth
#obanes
#anaesthesia

Description:
Description
The graph represents a network of 8,336 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 October 2021 at 13:18 UTC.

The requested start date was Friday, 01 October 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 5-day, 2-hour, 3-minute period from Saturday, 25 September 2021 at 21:53 UTC to Thursday, 30 September 2021 at 23:57 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 : 8336
Unique Edges : 1834
Edges With Duplicates : 12859
Total Edges : 14693
Number of Edge Types : 5
Tweet : 558
Replies to : 677
Retweet : 6275
MentionsInRetweet : 6417
Mentions : 766
Self-Loops : 566
Reciprocated Vertex Pair Ratio : 0.00391083300743058
Reciprocated Edge Ratio : 0.00779119594857811
Connected Components : 869
Single-Vertex Connected Components : 390
Maximum Vertices in a Connected Component : 5719
Maximum Edges in a Connected Component : 11209
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 2.479636
Graph Density : 0.000110836757792395
Modularity : 0.412022
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 8,336 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 October 2021 at 13:18 UTC.

The requested start date was Friday, 01 October 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 5-day, 2-hour, 3-minute period from Saturday, 25 September 2021 at 21:53 UTC to Thursday, 30 September 2021 at 23:57 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:
[24] https://twitter.com/varindersingh24/status/1442511401323401223
[22] https://www.blackenterprise.com/31-year-old-mother-dies-of-covid-days-after-delivering-baby-via-c-section/
[15] https://twitter.com/akgilliann/status/1442731792876724227
[10] https://www.ajog.org/article/S0002-9378(21)00589-5/fulltext
[4] https://www.businessdailyafrica.com/bd/corporate/health/nhif-claims-for-c-section-births-hit-sh2-5bn-last-year-3563916
[3] https://www.health.com/condition/infectious-diseases/coronavirus/mom-dies-covid-after-giving-birth?utm_source=twitter.com&utm_medium=social&utm_campaign=social-share-article
[3] https://twitter.com/theleoji/status/1443077881853263875
[2] https://www.obgproject.com/2017/03/10/vasa-previa-diagnosis-management/
[2] https://www.obgproject.com/2021/09/26/meta-analysis-is-there-an-optimal-iv-oxytocin-dosing-regimen-for-pph-prevention-post-cesarean-a-meta-analysis/#GrandRounds
[2] https://nurseanesthesiology.aana.com/adverse-reaction-to-midazolam-following-c-section-a-case-study

Top URLs in Tweet in G2:
[21] https://twitter.com/varindersingh24/status/1442511401323401223
[14] https://twitter.com/akgilliann/status/1442731792876724227
[3] https://www.health.com/condition/infectious-diseases/coronavirus/mom-dies-covid-after-giving-birth?utm_source=twitter.com&utm_medium=social&utm_campaign=social-share-article
[3] https://twitter.com/theleoji/status/1443077881853263875
[2] https://www.anesthesiologynews.com/Clinical-Anesthesiology/Article/09-21/Ultrasound-Device-Enhances-Vision-Improves-Reliability-of-Epidural-Placement-for-Cesarean-Delivery-in-Obese-Parturients/64618?sub=A1C5F16D9D2EB0683BAAF5C77F93FB673E9A33C115344984C7CB1233BEED
[2] http://howtohaveababy.biz/cesarean-section-or-vaginal-birth/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://pubmed.ncbi.nlm.nih.gov/29912840/
[2] https://kenyanbulletin.com/2021/09/27/nhif-goes-after-c-section-births/
[2] https://www.blackenterprise.com/31-year-old-mother-dies-of-covid-days-after-delivering-baby-via-c-section/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.blackenterprise.com/31-year-old-mother-dies-of-covid-days-after-delivering-baby-via-c-section/

Top URLs in Tweet in G6:
[1] https://twitter.com/theSinghMan/status/1441415235298942985?s=20

Top URLs in Tweet in G9:
[1] http://www.google.com/url?sa=X&q=http://www.edmontonjournal.com/news/Salvadors%2Bhealth%2Bdepartment%2Binduced%2Blabour%2Bwoman%2Bdenied/8456850/story.html&ct=ga&cad=CAEQARgAIAAoATAAOABA1b6ijQVIAlAAWABiBWVuLVVT&cd=nEeka_aAIbY&usg=AFQjCNGfl9JZ3ekdLNrWUZq8E5CuatNaIA&utm_campaign=Health+news&utm_source=twitterfeed&utm_medium=twitter
[1] http://www.msn.com/en-us/news/us/31-year-old-dies-of-covid-after-delivering-baby-via-c-section-my-daughter-doesnt-get-to-know-her-mother/ar-AAOSESg?ocid=winp-st

Top URLs in Tweet in G10:
[1] https://www.youtube.com/watch?v=RMnQZUqQhjU&feature=youtu.be

[1] http://rest.HR

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[37] tigray
[18] cesarean
[12] covid19
[12] birth
[10] obanes
[8] anaesthesia
[8] rhoslc
[6] csection
[5] tdfisethical
[5] tdflifesaver



Top Hashtags in Tweet in G2:
[4] birth
[4] csection
[2] labouranalgesia
[2] painmanagement
[2] patientsafety
[2] albertacanada
[2] anesthesiologist
[2] rhoslc
[2] rhosl
[2] deltavariant

Top Hashtags in Tweet in G10:
[1] thankyoumodernmedicine

Top Words
Top Words in Tweet in Entire Graph:
[5463] cesarean
[5320] one
[5318] hospital
[5290] day
[5261] patients
[5231] away
[5221] large
[5220] folks
[5219] turning
[5217] retroperitoneal

Top Words in Tweet in G1:
[5190] day
[5189] cesarean
[5188] cadeyharrel
[5188] hospital
[5188] turning
[5188] folks
[5188] away
[5188] one
[5188] patients
[5188] large

Top Words in Tweet in G2:
[384] section
[72] baby
[62] cesarean
[50] birth
[34] emergency
[32] day
[32] know
[29] weeks
[26] born
[24] hospital

Top Words in Tweet in G3:
[479] untuk
[479] yang
[478] ada
[478] mana
[239] scar
[239] keloids
[239] camni
[239] tak
[239] kira
[239] kat

Top Words in Tweet in G4:
[125] section
[86] varindersingh24
[38] kaylachowshow
[29] pain
[26] emergency
[25] epidural
[23] labor
[19] anesthesia
[17] hours
[16] felt

Top Words in Tweet in G5:
[117] know
[116] stillbirth
[116] forgive
[116] shameless
[116] today
[116] begging
[116] asking
[116] help
[116] those
[115] brokeontwice

Top Words in Tweet in G6:
[24] section
[14] baby
[11] abortion
[11] birth
[8] meljonesladadee
[7] fetus
[7] naral
[6] one
[6] chronic_chels
[5] barb_frompa

Top Words in Tweet in G7:
[180] pray
[93] section
[92] theythems4god
[91] wife
[90] getting
[90] please
[90] part
[90] existence
[90] aside
[90] god

Top Words in Tweet in G8:
[64] family
[63] member
[63] died
[63] covid
[63] today
[63] emergency
[63] section
[63] required
[63] save
[63] unborn

Top Words in Tweet in G9:
[5] cesarean
[4] pregnant
[4] women
[4] coexisting
[4] illnesses
[4] such
[4] diabetes
[4] hypertension
[4] obesity
[4] recognized

Top Words in Tweet in G10:
[32] section
[16] mrspa_c
[10] baby
[10] doctorjenn
[9] birth
[9] plan
[8] drgruralmd
[7] cesarean
[7] one
[6] elective

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5219] cesarean,day
[5218] one,patients
[5217] hospital,turning
[5217] turning,folks
[5217] folks,away
[5217] away,one
[5217] patients,cesarean
[5217] day,large
[5217] large,retroperitoneal
[5214] cadeyharrel,hospital

Top Word Pairs in Tweet in G1:
[5188] hospital,turning
[5188] turning,folks
[5188] folks,away
[5188] away,one
[5188] one,patients
[5188] patients,cesarean
[5188] cesarean,day
[5188] day,large
[5188] large,retroperitoneal
[5187] cadeyharrel,hospital

Top Word Pairs in Tweet in G2:
[29] emergency,section
[24] cesarean,section
[19] section,scar
[14] baby,section
[14] year,old
[13] dies,covid
[12] cesarean,delivery
[12] 31,year
[12] delivering,baby
[10] section,baby

Top Word Pairs in Tweet in G3:
[239] untuk,yang
[239] yang,ada
[239] ada,scar
[239] scar,keloids
[239] keloids,camni
[239] camni,tak
[239] tak,kira
[239] kira,kat
[239] kat,tangan
[239] tangan,atau

Top Word Pairs in Tweet in G4:
[22] emergency,section
[11] varindersingh24,section
[7] section,anesthesia
[6] varindersingh24,emergency
[6] kaylachowshow,section
[5] anesthesist,drunk
[5] drunk,forgot
[5] section,without
[5] varindersingh24,childbirth
[5] varindersingh24,having

Top Word Pairs in Tweet in G5:
[116] stillbirth,forgive
[116] forgive,shameless
[116] shameless,today
[116] today,begging
[116] begging,asking
[116] asking,help
[116] help,those
[116] those,know
[115] brokeontwice,stillbirth
[115] know,wh

Top Word Pairs in Tweet in G6:
[5] ihatetwsupport,naral
[4] barb_frompa,incompleteocean
[4] incompleteocean,ihatetwsupport
[3] before,birth
[3] 24,weeks
[2] move,past
[2] past,being
[2] being,ok
[2] ok,forcing
[2] birth,baby

Top Word Pairs in Tweet in G7:
[90] theythems4god,wife
[90] wife,getting
[90] getting,section
[90] section,pray
[90] pray,please
[90] please,pray
[90] pray,part
[90] part,existence
[90] existence,aside
[90] aside,god

Top Word Pairs in Tweet in G8:
[63] family,member
[63] member,died
[63] died,covid
[63] covid,today
[63] today,emergency
[63] emergency,section
[63] section,required
[63] required,save
[63] save,unborn
[63] unborn,child

Top Word Pairs in Tweet in G9:
[4] pregnant,women
[4] women,coexisting
[4] coexisting,illnesses
[4] illnesses,such
[4] such,diabetes
[4] diabetes,hypertension
[4] hypertension,obesity
[4] obesity,recognized
[4] recognized,greater
[4] salvador's,health

Top Word Pairs in Tweet in G10:
[6] birth,plan
[5] emergency,section
[4] elective,section
[2] ashleygwinter,drgruralmd
[2] general,anesthesia
[2] plan,baby
[2] elective,one
[2] mrspa_c,one
[2] one,friends
[2] friends,typed

Top Replied-To
Top Replied-To in Entire Graph:
@varindersingh24
@kaylachowshow
@mrspa_c
@doctorjenn
@multiplebears
@buckleygkml
@drgruralmd
@sianushka
@thevavrosfamily
@akgilliann

Top Replied-To in G1:
@cadeyharrel

Top Replied-To in G4:
@varindersingh24
@kaylachowshow
@cinnygirlx
@lathdin
@marlene01367019
@sallybunnell1
@ericram72624080
@xdianax_
@marco_a_az
@cshamone

Top Replied-To in G6:
@barb_frompa
@questionbot1776
@quidrises
@meljonesladadee
@theabortiongirl
@kuntrella
@hergentlespirit
@hpnugent
@notabrokenthing
@raesean8

Top Replied-To in G7:
@theythems4god

Top Replied-To in G9:
@andylumm

Top Replied-To in G10:
@mrspa_c
@doctorjenn
@drgruralmd
@ashleygwinter
@kfb9999
@msblue18
@mdlizs
@shalerblake

Top Mentioned
Top Mentioned in Entire Graph:
@cadeyharrel
@dianahsmd
@brokeontwice
@theythems4god
@emilymcgowin
@theathleticuk
@bashadesta
@mjmoremi
@accpmj
@ashtonpittman

Top Mentioned in G1:
@cadeyharrel

Top Mentioned in G2:
@lizzzzzielogan
@lakeithiaa

Top Mentioned in G3:
@dianahsmd

Top Mentioned in G4:
@varindersingh24
@kaylachowshow
@tnirishlass
@cadeyharrel
@nicoleruth41
@johnwatson2004
@meunloveable
@darkwingduc_
@barryvictor5
@smartyshar50

Top Mentioned in G5:
@brokeontwice

Top Mentioned in G6:
@naral
@meljonesladadee
@chronic_chels
@ihatetwsupport
@incompleteocean
@vixmcintyre
@notabrokenthing
@medwoman1
@atriana
@maqart55

Top Mentioned in G7:
@theythems4god

Top Mentioned in G8:
@emilymcgowin
@cadeyharrel

Top Mentioned in G9:
@mahealthforkids
@cadeyharrel
@laurahbright
@mrdarcy1815
@jsaholmes
@wjack76995
@browningneelyn
@barryjohnreid21
@jamesgordon4th
@j_empyreangoals

Top Mentioned in G10:
@drgruralmd
@julianem33
@democraticjb
@mrspa_c
@lemon14021
@esgillispie
@macdoin
@drittermd
@fred_chu
@erica_dsw

Top Tweeters
Top Tweeters in Entire Graph:
@salvesayson
@wengcookie
@mariachonatabe1
@coramarcelo1
@averillanena
@cagney1991
@marichotabelina
@cpjayloni
@ellina_gen
@joni_looking

Top Tweeters in G1:
@cagney1991
@yarosisnancy
@mharvey816
@washumom
@backstorymom1
@lechatnoire4
@stockguy61
@dancas2
@cheezwitham
@b1e56df9ce6549f

Top Tweeters in G2:
@canisgallicus
@kupcakekami
@briasoboojie
@miamidecor
@dontcallmeshan
@kenyan_digest
@radioblackon
@benzkitty_
@platinumvoicepr
@clevelanddotcom

Top Tweeters in G3:
@thehawajaafar_
@fazillajazni_
@far____
@risy_min
@xadibramlix
@nadirahseri
@dmfhusaini
@ayie_syam
@rdllilyn
@azirahzulkifli

Top Tweeters in G4:
@nancysknotslace
@kchernecky
@smittycanada1
@helpforbear
@jeannehitchcoc2
@icarrollj
@pxljedi
@ebrownrochester
@gerrybombs
@betsybg

Top Tweeters in G5:
@mafiakimjisoo
@moonlitbabe
@rriahnlhyn
@yesitsjuls
@gelai_rwm
@radioactivsushi
@hanniechimssub
@hoo_eli
@juliacncpcn
@kynalat

Top Tweeters in G6:
@vickie627
@pattysmattyvt
@jencages
@vincegottalotta
@fight4women
@medwoman1
@katsimkhovitch
@nbrink77
@rainmc
@pixelprotectors

Top Tweeters in G7:
@nanamaryto8
@atlantaliberal
@yeast223
@kettlecorn1234
@brandon_boyett
@colleeneldrach1
@inceiie
@kathleenlessma3
@hdcdimithrip
@salfigurelli

Top Tweeters in G8:
@rosemariebrown3
@peterandann
@codienec
@viphires
@mariasammutmasc
@bamastephen
@suzlette333
@seezbeez
@augustadsays
@kkoix

Top Tweeters in G9:
@lizditz
@doritmi
@wjack76995
@takethatct
@mcfunny
@jsaholmes
@wendyorent
@carlsmythe
@rodfair2
@d_a_keldsen

Top Tweeters in G10:
@mgastorf
@drgruralmd
@itsmissisi
@alreprorightsad
@itosettimd_mba
@mrspa_c
@fred_chu
@rn_atheist
@squireforyou
@silverstars87