cesarean OR c-section, Twitter, 4/8/2022 2:07:10 PM, 274507


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cesarean OR c-section_2022-04-08_06-14-38.xlsx
cesarean OR c-section_2022-04-08_06-14-38.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 08, 2022
Short Description:
cesarean OR c-section via NodeXL https://bit.ly/3LSA84i
@allisonpearson
@kirstiemallsopp
@eternal_mother
@bessbell
@rmatthewspsyedu
@sal_robins
@fibroidnetwork
@birthtrauma
@eclair_voyance
@shaunlintern

Top hashtags:
#tigraygenocide
#edinburgtx
#tigray
#cesarean

Description:
Description
The graph represents a network of 9,064 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, 08 April 2022 at 13:42 UTC.

The requested start date was Friday, 08 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 12-day, 1-hour, 47-minute period from Saturday, 26 March 2022 at 02:39 UTC to Thursday, 07 April 2022 at 04:26 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 : 9064
Unique Edges : 5877
Edges With Duplicates : 9471
Total Edges : 15348
Number of Edge Types : 5
Retweet : 4274
MentionsInRetweet : 6170
Tweet : 1583
Mentions : 1716
Replies to : 1605
Self-Loops : 1604
Reciprocated Vertex Pair Ratio : 0.0106607440310938
Reciprocated Edge Ratio : 0.0210965827930997
Connected Components : 2158
Single-Vertex Connected Components : 1058
Maximum Vertices in a Connected Component : 1886
Maximum Edges in a Connected Component : 3769
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 5.900007
Graph Density : 0.000110789151822308
Modularity : 0.609194
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 9,064 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, 08 April 2022 at 13:42 UTC.

The requested start date was Friday, 08 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 12-day, 1-hour, 47-minute period from Saturday, 26 March 2022 at 02:39 UTC to Thursday, 07 April 2022 at 04:26 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:
[16] https://www.ajog.org/article/S0002-9378(21)01216-3/fulltext
[10] https://petrescuereport.com/2022/update-stray-pregnant-pup-rushed-to-vet-for-emergency-c-section/
[7] https://twitter.com/ashleyyhickmann/status/1510416035408748547
[7] https://twitter.com/flashszn_/status/1508496875288211456
[5] https://www.huffpost.com/entry/serena-williams-writes-powerful-essay-on-how-she-almost-died-after-giving-birth_n_624dfff2e4b0587dee722a8e?utm_campaign=share_twitter&ncid=engmodushpmg00000004
[4] https://spitupandsitups.com/c-section-recovery-must-haves/
[4] https://twitter.com/katie_montes_/status/1510713462707609605
[4] https://www.marchofdimes.org/
[4] https://www.instyle.com/celebrity/serena-williams/serena-williams-c-section-fridamom-panel?utm_campaign=instyle_instyle&utm_content=manual&utm_medium=social&utm_source=twitter.com&utm_term=62477b5bc4e2da0001c20415
[4] https://www.naijanews.com/2022/04/01/el-rufais-daughter-in-law-halima-issues-warning-to-those-mocking-her-for-delivering-twins-via-c-section/

Top URLs in Tweet in G1:
[7] https://twitter.com/flashszn_/status/1508496875288211456
[6] https://twitter.com/ashleyyhickmann/status/1510416035408748547
[4] https://www.naijanews.com/2022/04/01/el-rufais-daughter-in-law-halima-issues-warning-to-those-mocking-her-for-delivering-twins-via-c-section/
[4] https://spitupandsitups.com/c-section-recovery-must-haves/
[3] https://appurl.io/t3rKW0HLih
[3] https://47vibez.com.ng/news/its-very-stupid-to-tell-me-i-didnt-give-birth-on-my-own-because-i-got-a-c-section-bashir-el-rufais-wife-halima-says/
[3] https://www.pregnancymagazine.com/the-big-day/c-sections-a-crash-course
[3] https://www.tripdatabase.com/r/11889705
[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/

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

Top URLs in Tweet in G3:
[1] https://twitter.com/tigvoice/status/1509161020169797633

Top URLs in Tweet in G4:
[1] https://www.jpost.com/health-and-wellness/pregnancy-and-birth/article-702899
[1] https://www.jpost.com/health-and-wellness/pregnancy-and-birth/article-703064

Top URLs in Tweet in G6:
[6] https://petrescuereport.com/2022/update-stray-pregnant-pup-rushed-to-vet-for-emergency-c-section/
[2] https://www.charlotteowenphysiotherapy.com/
[1] https://www.facebook.com/groups/471530777159307/posts/797353347910380/
[1] https://cuddly.com/donate/4904847/patty/?utm_source=twitter&utm_medium=social&utm_campaign=twitter_post

Top URLs in Tweet in G7:
[2] https://devonshiresclaims.co.uk/services/surgical-error-compensation-claims/bladder-cut-during-a-c-section/
[2] https://www.gov.scot/publications/best-start-review-caesarean-section-rates-scotland/
[1] https://twitter.com/nnchoiceproject/status/1435513242508480513
[1] https://www.thetimes.co.uk/article/my-painful-battle-unnatural-birth-caesarean-s02mgtjv6
[1] https://www.theguardian.com/society/2022/apr/01/what-is-the-normal-birth-movement-and-why-can-it-be-harmful
[1] https://twitter.com/RCObsGyn/status/1508054596530409478
[1] https://twitter.com/micmicmic1/status/1510596814411554817
[1] https://www.lbc.co.uk/news/govt-minister-left-damaged-birth-son-denied-c-section/
[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/louiseofpotato/status/1508529213435002891

Top URLs in Tweet in G10:
[3] https://www.hopkinsmedicine.org/health/treatment-tests-and-therapies/cesarean-section

Top Domains
Top Domains in Tweet in Entire Graph:
[200] twitter.com
[30] co.uk
[24] youtube.com
[20] nih.gov
[20] ajog.org
[13] petrescuereport.com
[12] loulougirls.com
[12] theguardian.com
[9] bit.ly
[9] com.ng

Top Domains in Tweet in G1:
[131] twitter.com
[14] nih.gov
[13] co.uk
[8] com.ng
[8] bit.ly
[7] youtube.com
[7] theguardian.com
[6] instagram.com
[6] loulougirls.com
[6] cupidshealth.com

Top Domains in Tweet in G2:
[1] twitter.com

Top Domains in Tweet in G3:
[1] twitter.com

Top Domains in Tweet in G4:
[2] jpost.com

Top Domains in Tweet in G6:
[6] petrescuereport.com
[2] charlotteowenphysiotherapy.com
[1] facebook.com
[1] cuddly.com

Top Domains in Tweet in G7:
[4] twitter.com
[4] co.uk
[2] gov.scot
[1] theguardian.com
[1] bbc.com
[1] bailii.org
[1] bit.ly
[1] org.uk

Top Domains in Tweet in G10:
[3] hopkinsmedicine.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[443] tigraygenocide
[320] edinburgtx
[64] tigray
[38] cesarean
[26] csection
[25] carelikefamily
[21] pregnancy
[20] cesareanawarenessmonth
[12] pathology
[12] gynpath



Top Hashtags in Tweet in G1:
[24] carelikefamily
[16] csection
[10] cesarean
[9] cesareanawarenessmonth
[8] neopapers
[8] neotwitter
[7] pregnancy
[7] birth
[5] csectionawarenessmonth
[4] momlife

Top Hashtags in Tweet in G3:
[443] tigraygenocide
[64] tigray

Top Hashtags in Tweet in G4:
[1] jkrowling

Top Hashtags in Tweet in G6:
[318] edinburgtx
[1] botched
[1] worcestershirehour
[1] brumhour

Top Hashtags in Tweet in G7:
[2] ockendenreport
[2] csection
[2] caesareansection
[2] birthinjuries
[1] normal
[1] nhs
[1] trysupportingwomennotdenigratingthem

Top Words
Top Words in Tweet in Entire Graph:
[4890] section
[1278] cesarean
[1231] hospital
[1145] birth
[992] babies
[893] shrewsbury
[881] between
[872] trust
[871] allisonpearson
[869] kill

Top Words in Tweet in G1:
[1076] section
[252] cesarean
[206] baby
[185] birth
[143] delivery
[120] emergency
[94] one
[89] having
[78] month
[73] during

Top Words in Tweet in G2:
[869] allisonpearson
[857] babies
[850] trust
[849] shrewsbury
[849] telford
[849] hospital
[849] damage
[849] between
[848] managed
[848] kill

Top Words in Tweet in G3:
[443] #tigraygenocide
[443] designed
[443] eritrea
[443] facilitated
[443] abiyahmedali
[443] signed
[443] mohamedbinzayed's
[443] office
[441] covered
[425] tigvoice

Top Words in Tweet in G4:
[337] section
[332] bessbell
[208] time
[207] during
[206] uterus
[205] part
[204] body
[203] having
[201] lifted
[200] far

Top Words in Tweet in G5:
[682] ค
[343] gp
[342] appendectomy
[342] cesarean
[342] section
[342] node
[342] risk
[342] ไม
[342] ย
[342] ยกว

Top Words in Tweet in G6:
[323] twinkie
[322] peteraskin1
[318] poor
[318] dilute
[318] calico
[318] kitty
[318] 153417
[318] palm
[318] valley
[318] animal

Top Words in Tweet in G7:
[174] section
[48] cesarean
[42] birth
[41] women
[35] maternal
[31] kirstiemallsopp
[30] nadinemontgmery
[27] choice
[27] birthtrauma
[25] always

Top Words in Tweet in G8:
[243] month
[152] section
[130] cesarean
[130] awareness
[116] april
[114] recovery
[112] women
[112] difficult
[112] dedicated
[112] trying

Top Words in Tweet in G9:
[250] saya
[154] section
[154] baby
[152] bellakhann
[126] terpaksa
[126] boleh
[125] kali
[125] klu
[125] tau
[125] czer

Top Words in Tweet in G10:
[46] section
[20] abortion
[20] birth
[19] lilagracerose
[12] pregnancy
[11] life
[11] ellies2ndaccnt
[10] baby
[10] beastoforem
[9] rights

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[852] shrewsbury,telford
[852] brain,damage
[851] telford,hospital
[850] hospital,trust
[850] trust,managed
[850] managed,kill
[850] kill,brain
[850] damage,300
[850] 300,babies
[850] babies,between

Top Word Pairs in Tweet in G1:
[95] emergency,section
[66] cesarean,delivery
[63] awareness,month
[50] cesarean,section
[47] section,awareness
[40] birth,section
[38] section,scar
[36] delivery,baby
[34] births,happen
[34] happen,cesarean

Top Word Pairs in Tweet in G2:
[849] shrewsbury,telford
[848] telford,hospital
[848] hospital,trust
[848] trust,managed
[848] managed,kill
[848] kill,brain
[848] brain,damage
[848] damage,300
[848] 300,babies
[848] babies,between

Top Word Pairs in Tweet in G3:
[443] #tigraygenocide,designed
[443] designed,eritrea
[443] eritrea,facilitated
[443] facilitated,abiyahmedali
[443] abiyahmedali,signed
[443] signed,mohamedbinzayed's
[443] mohamedbinzayed's,office
[441] office,covered
[425] tigvoice,#tigraygenocide
[409] covered,antoniog

Top Word Pairs in Tweet in G4:
[204] during,section
[201] uterus,lifted
[200] far,disconcerting
[200] disconcerting,part
[200] part,having
[200] having,uterus
[200] lifted,body
[200] body,during
[200] section,knowing
[200] knowing,brief

Top Word Pairs in Tweet in G5:
[342] appendectomy,cesarean
[342] cesarean,section
[342] ยกว,า
[341] ให,gp
[341] gp,กล
[341] กล,บมาทำ
[341] บมาทำ,appendectomy
[341] section,ไม
[341] ไม,ค
[341] ค,อยเห

Top Word Pairs in Tweet in G6:
[318] poor,dilute
[318] dilute,calico
[318] calico,kitty
[318] kitty,twinkie
[318] twinkie,153417
[318] 153417,palm
[318] palm,valley
[318] valley,animal
[318] animal,society
[318] society,#edinburgtx

Top Word Pairs in Tweet in G7:
[20] informed,consent
[20] consent,essential
[20] essential,action
[20] action,œ
[20] œ,including
[20] including,maternal
[20] maternal,choice
[20] choice,cesarean
[20] cesarean,deliveryâ
[20] deliveryâ,law

Top Word Pairs in Tweet in G8:
[130] awareness,month
[117] section,awareness
[112] april,cesarean
[112] cesarean,section
[112] month,women
[112] women,recovery
[112] recovery,difficult
[112] difficult,month
[112] month,dedicated
[112] dedicated,trying

Top Word Pairs in Tweet in G9:
[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 G10:
[9] beastoforem,ellies2ndaccnt
[7] major,surgery
[4] section,major
[4] section,birth
[3] womanâ,life
[3] emergency,section
[3] bethmoorelpm,pastordmack
[3] pastordmack,lilagracerose
[3] late,term
[3] term,pregnancies

Top Replied-To
Top Replied-To in Entire Graph:
@bessbell
@kirstiemallsopp
@saimamir
@shaunlintern
@sophgermain
@tmprowell
@katiepmcgrady
@beastoforem
@ashleyyhickmann
@roshanamn

Top Replied-To in G1:

Top Replied-To in G2:
@allisonpearson
@_harriet90
@greyfriartony
@ajollyholiday17
@richardintheuk
@humblepie_cl85
@fierybernard
@wigglepidgeon
@henrywalkersmi1
@kirstiemallsopp

Top Replied-To in G3:
@s_m_hunter
@hermelatv

Top Replied-To in G4:
@bessbell
@goodolrocknroll
@kisswithah
@jc_tomlinson
@mooneychan
@alanaxteal
@jodyleetweet
@jacling3
@megsinla
@voidcrittermon

Top Replied-To in G6:
@peteraskin1

Top Replied-To in G7:
@kirstiemallsopp
@rmatthewspsyedu
@lbc
@aliceazania
@catherineroyuk
@shelaghfogarty
@paulwaugh
@rosiekinchen
@rhiannonlucyc
@harritheking

Top Replied-To in G8:
@ashleyyhickmann
@agraciek
@hellanddespair
@kirstymarkus
@kswizzlie
@idi0tgirllor
@onetiredmama98
@genevievemitch
@estyinthecity
@mamamorgann

Top Replied-To in G9:
@bellakhann

Top Replied-To in G10:
@beastoforem
@jk_searl
@b_bolshevik100
@bajanbrowncow
@revoxley
@barbhrmn
@exacerbater1
@dukeblued4
@trumpforusa
@gte510i

Top Mentioned
Top Mentioned in Entire Graph:
@allisonpearson
@abiyahmedali
@mohamedbinzayed
@tigvoice
@antoniog
@mengiimdcu
@peteraskin1
@bessbell
@bellakhann
@tini_413

Top Mentioned in G1:
@stayseej_
@_adedoyin_ade
@esosa_ca_films
@southerngemgal
@sbsyang
@naijanews
@genusfamily
@kaboutjie

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

Top Mentioned in G3:
@abiyahmedali
@mohamedbinzayed
@tigvoice
@antoniog
@gebremeskelgeb
@antonioguterres
@secblinken
@powerusaid
@josepborrellf

Top Mentioned in G4:
@bessbell
@jerusalem_post
@vexwerewolf
@anylaurie16
@beleno
@goodolrocknroll
@sal_robins
@shirasilkoff
@witchslvt
@alanaxteal

Top Mentioned in G5:
@mengiimdcu

Top Mentioned in G6:
@peteraskin1
@charlotteowenp1
@pvastx
@thofafor
@rollca49
@welovecuddly

Top Mentioned in G7:
@nadinemontgmery
@birthtrauma
@rosiekinchen
@nnchoiceproject
@kirstiemallsopp
@teamcmido
@jamestitcombe
@nhsengland
@paulwaugh
@rmatthewspsyedu

Top Mentioned in G8:
@idekariel
@hellokerensa
@yergirlheidi
@topshapecourt
@kierstenbrunn
@mamamorgann

Top Mentioned in G9:
@bellakhann
@tini_413

Top Mentioned in G10:
@lilagracerose
@ellies2ndaccnt
@kristanhawkins
@coxeanne
@dermotkearney3
@theladykatie
@bethmoorelpm
@pastordmack
@chronic_chels
@notabrokenthing

Top Tweeters
Top Tweeters in Entire Graph:
@soldier_777
@victormanuelje1
@berkleybearnews
@yuuji_k1
@kattavernd
@animalsbelize
@iwd12
@yarosisnancy
@thepoliticalcat
@jijmpel

Top Tweeters in G1:
@berkleybearnews
@dailystar
@syssecserv
@my234radio
@_globalcareers
@isearch247
@adabagcompany
@southerngemgal
@hindustantimes
@eclectelectric

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

Top Tweeters in G3:
@adilg
@protect_tigray
@gebrihethg
@romhai_h
@awtash4
@setitag
@aynalem_fantu
@hafti_hagos
@tekian_keshi
@netsigual

Top Tweeters in G4:
@berlinsandra78
@jaydestarlight
@bastiongray
@siadasha
@absalomedia
@jerusalem_post
@lauren_808
@chromesthesia
@vexwerewolf
@amarilis439

Top Tweeters in G5:
@mpcmymy
@macooz
@gnadarling_
@_fahchuti
@92line_s
@caoladefe
@sincereisscary
@parkbyun_461
@pichamon01
@boyluver

Top Tweeters in G6:
@soldier_777
@victormanuelje1
@kattavernd
@animalsbelize
@iwd12
@yarosisnancy
@jijmpel
@trackingpaws
@kattavinir
@cotey_mary

Top Tweeters in G7:
@bbcnews
@thetimes
@kenzeroharm
@lmcjury
@lbc
@arnoldlayne1882
@dookist
@joanhenry7
@andrew_lilico
@iaindale

Top Tweeters in G8:
@mrsperlaaaa
@mo_baldwin999
@_cxrina
@ruthlesse_
@cosmiclyss
@riahnslay
@brianee_4
@amayaaaaa__
@niicoleee_11
@yergirlheidi

Top Tweeters in G9:
@pinkyanasui
@unnoticebleme
@ryconize
@farahhnyy
@aqilahilyana_
@acadwahid
@markfiq_
@asyiqinbasri
@alysa3437
@nisahohnisah

Top Tweeters in G10:
@stillgray
@thefreerifleman
@gregcampnc
@benshapiro
@feloneouscat
@anderseigen
@ktkeith
@lucariodot
@kitemanargues
@prochoiceforal1


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