cesarean OR c-section, Twitter, 8/7/2020 1:32:11 PM, 232088


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cesarean OR c-section_2020-08-07_06-04-49.xlsx
cesarean OR c-section_2020-08-07_06-04-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 07, 2020
Short Description:
cesarean OR c-section via NodeXL https://bit.ly/3kg9NjM
@some_ka_chick
@mythandfact
@extraaudrey1
@ugleh_i
@tonnie_montana
@misskue_angie
@motiv28
@thetwistedfay
@rainmc
@sparkles_05

Top hashtags:
#cesarean
#noremorse
#whenthewomentakeover
#obanes
#uterus
#covid

Description:
Description
The graph represents a network of 9,220 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, 07 August 2020 at 13:09 UTC.

The requested start date was Friday, 07 August 2020 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 11-day, 21-hour, 15-minute period from Saturday, 25 July 2020 at 11:02 UTC to Thursday, 06 August 2020 at 08:18 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 : 9220
Unique Edges : 5014
Edges With Duplicates : 9344
Total Edges : 14358
Number of Edge Types : 5
Tweet : 1587
Retweet : 4187
MentionsInRetweet : 4653
Replies to : 1709
Mentions : 2222
Self-Loops : 1618
Reciprocated Vertex Pair Ratio : 0.0185766285929459
Reciprocated Edge Ratio : 0.0364756623536661
Connected Components : 2292
Single-Vertex Connected Components : 1032
Maximum Vertices in a Connected Component : 1497
Maximum Edges in a Connected Component : 3012
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.586062
Graph Density : 9.54715092545599E-05
Modularity : 0.59467
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 9,220 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, 07 August 2020 at 13:09 UTC.

The requested start date was Friday, 07 August 2020 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 11-day, 21-hour, 15-minute period from Saturday, 25 July 2020 at 11:02 UTC to Thursday, 06 August 2020 at 08:18 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:
[47] https://twitter.com/jiggyjayy2/status/1287415480874078208
[21] https://yukonishiyama.com/cesarean-age-safety/
[14] https://www.monitor.co.ug/OpEd/Commentary/Why-are-C-section-births-increasing-in-Uganda/689364-5603112-gxfs4oz/index.html
[10] https://thesource.com/2020/05/03/26-year-old-bronx-mom-dies-during-c-section-after-threatening-to-expose-hospital/
[9] https://twitter.com/j_motoki/status/1288203842635669504
[8] https://twitter.com/_merceey/status/1286812263479939072
[6] https://www.kentonline.co.uk/herne-bay/news/mum-20-died-after-c-section-231631/
[6] https://www.obstetanesthesia.com/
[5] https://www.devdiscourse.com/article/health/713070-c-section-brings-many-complications-says-dr-saloni-gupta-ob-gyn-abhishek-hospital
[5] https://twitter.com/J_Motoki/status/1288203842635669504

Top URLs in Tweet in G1:
[40] https://twitter.com/jiggyjayy2/status/1287415480874078208
[8] https://twitter.com/_merceey/status/1286812263479939072
[8] https://twitter.com/j_motoki/status/1288203842635669504
[5] https://twitter.com/J_Motoki/status/1288203842635669504
[4] https://timesofindia.indiatimes.com/india/excessive-c-sections-cost-rs-5000crore/year/articleshow/77273695.cms
[4] https://spitupandsitups.com/c-section-recovery-must-haves/
[3] https://twitter.com/AhmedBuehlerMD/status/1287446669592682496
[3] https://twitter.com/darriannahs/status/1288607096376893440
[3] https://twitter.com/roytheleekage/status/1290020096878866432
[3] http://www.inhalemama.com/c-section-scar-pain-one-side/

Top URLs in Tweet in G4:
[1] https://twitter.com/sierradeciduous/status/1286746951023759360?s=21
[1] https://twitter.com/sierradeciduous/status/1286746951023759360
[1] https://www.motherjones.com/politics/2017/01/childbirth-injuries-prolapse-cesarean-section-natural-childbirth/
[1] https://www.nytimes.com/2018/05/27/world/europe/savita-halappanavar-ireland-abortion.html
[1] https://twitter.com/Askewtie666/status/1289385147414937600

Top URLs in Tweet in G6:
[3] https://twitter.com/dontrellchillis/status/1287806652079583232
[1] https://twitter.com/tiairraaaa/status/1287797866375847942
[1] https://twitter.com/eyehatechupeeps/status/1287823165205471234
[1] https://twitter.com/puemalol/status/1287794380707946504
[1] https://twitter.com/1970_Somethin/status/1287126764469334016
[1] https://twitter.com/_itsmarisworld_/status/1287143375578300417
[1] https://twitter.com/flyer_thanu2/status/1287781363278655492
[1] https://twitter.com/puemalol/status/1287795063439986688

Top URLs in Tweet in G9:
[1] https://twitter.com/bluegirlolu/status/1288567379316879361

Top URLs in Tweet in G10:
[1] https://timesofindia.indiatimes.com/home/sunday-times/how-this-hospital-managed-to-cut-c-sections-and-go-natural/articleshow/65738462.cms
[1] https://timesofindia.indiatimes.com/india/excessive-c-sections-cost-rs-5000crore/year/articleshow/77273695.cms?utm_source=twitter.com&utm_medium=social&utm_campaign=TOIMobile
[1] https://twitter.com/doc_kul/status/1289135170960814080
[1] https://twitter.com/doc_kul/status/1289156249624252416
[1] https://twitter.com/doc_kul/status/1289157642460336129
[1] https://twitter.com/AnarchistIndian/status/1289164791164973057
[1] https://twitter.com/nileshgprabhu/status/1289193968266182657
[1] https://twitter.com/netshrink/status/1289196171403988993
[1] https://twitter.com/PrasadMadhva/status/1289194801372344321
[1] https://twitter.com/mohitbhagwati/status/1289202476931940352

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[56] cesarean
[50] noremorse
[30] whenthewomentakeover
[28] obanes
[23] uterus
[21] covid
[20] casting
[18] pregnancy
[16] pregnant
[16] c



Top Hashtags in Tweet in G1:
[16] c
[11] csection
[9] postnatal
[8] birth
[8] healing
[7] cesarean
[6] scar
[5] pregnancy
[5] momlife
[3] covid19

Top Hashtags in Tweet in G3:
[1] zimbabweanlivesmatter
[1] babieslivesmatter
[1] zimbabweanslivesmatter
[1] zanupfmustgo
[1] zanupfmustfall

Top Hashtags in Tweet in G7:
[1] mythandfact

Top Hashtags in Tweet in G9:
[1] convoswithdrzobo
[1] maternalhealth

Top Hashtags in Tweet in G10:
[1] obgyn
[1] autismawareness

Top Words
Top Words in Tweet in Entire Graph:
[5960] section
[1767] school
[1127] pregnant
[1064] 23
[1016] back
[977] cesarean
[959] 19
[947] baby
[944] whole
[924] 20

Top Words in Tweet in G1:
[1047] section
[195] cesarean
[161] baby
[150] birth
[92] emergency
[82] having
[80] scar
[76] one
[70] born
[62] pain

Top Words in Tweet in G2:
[1752] school
[877] 19
[877] section
[877] 20
[876] some_ka_chick
[876] pregnant
[876] dropped
[876] law
[876] jobless
[876] whole

Top Words in Tweet in G3:
[440] section
[407] remember
[407] sister
[407] take
[407] water
[407] visit
[407] bath
[407] use
[407] toilet
[406] extraaudrey1

Top Words in Tweet in G4:
[57] section
[23] abortion
[16] bradleycgibbs
[16] kanyewest
[15] maqart55
[14] shanoawarrior
[14] fetus
[14] maestra_momma
[13] heather4amazon
[13] leo97894180

Top Words in Tweet in G5:
[194] sweet
[194] fucking
[194] lucifer
[194] look
[194] tomi
[194] lahren
[194] talk
[194] pussification
[194] men
[194] rich

Top Words in Tweet in G6:
[158] section
[100] easy
[78] cesarean
[60] man
[44] georgefoster72
[44] girl
[42] puemalol
[33] don
[31] know
[30] ve

Top Words in Tweet in G7:
[176] weeks
[153] baby
[153] womb
[153] 23
[152] nigerian
[152] surgeon
[152] once
[152] cut
[152] mother's
[152] removed

Top Words in Tweet in G8:
[294] fè
[147] résidents
[147] pratiquant
[147] césarienne
[147] urgence
[147] noir
[147] rezidan
[147] ap
[147] sezaryèn
[147] ijans

Top Words in Tweet in G9:
[172] friend
[105] section
[94] cesarean
[89] money
[87] save
[87] pregnant
[86] drlilyluv
[86] advising
[86] need
[86] wife

Top Words in Tweet in G10:
[138] section
[134] remanagarajan
[106] hospitals
[104] one
[102] private
[102] sections
[100] people
[98] excessive
[98] 28
[98] lakh

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[882] 19,section
[881] section,20
[880] back,school
[879] pregnant,19
[879] 20,dropped
[879] dropped,law
[879] law,school
[879] school,jobless
[879] jobless,whole
[879] whole,series

Top Word Pairs in Tweet in G1:
[73] emergency,section
[60] section,scar
[48] cesarean,section
[30] having,section
[24] section,baby
[21] born,section
[18] cesarean,delivery
[16] giving,birth
[16] vaginal,birth
[16] #c,section

Top Word Pairs in Tweet in G2:
[877] 19,section
[877] section,20
[876] pregnant,19
[876] 20,dropped
[876] dropped,law
[876] law,school
[876] school,jobless
[876] jobless,whole
[876] whole,series
[876] series,tears

Top Word Pairs in Tweet in G3:
[407] remember,sister
[407] sister,section
[407] section,take
[407] take,water
[407] water,visit
[407] visit,bath
[407] bath,use
[407] use,toilet
[406] extraaudrey1,remember
[406] toilet,becaus

Top Word Pairs in Tweet in G4:
[8] philosophyseel,chenziean
[8] ppercussionist,bynamerose
[8] bynamerose,maestra_momma
[8] maestra_momma,asouthernpenny
[8] asouthernpenny,decisionuterus
[8] decisionuterus,deepdownimnot
[8] momoascrunchie,mrspinkston85
[8] mrspinkston85,dp21316899
[8] dp21316899,mouthym0m
[8] vixen95trish,ladyfey12

Top Word Pairs in Tweet in G5:
[194] sweet,fucking
[194] fucking,lucifer
[194] lucifer,look
[194] look,tomi
[194] tomi,lahren
[194] lahren,talk
[194] talk,pussification
[194] pussification,men
[194] men,rich
[194] rich,considering

Top Word Pairs in Tweet in G6:
[44] easy,man
[43] section,girl
[43] girl,easy
[42] puemalol,section
[28] ve,watched
[28] watched,section
[28] section,close
[28] close,cuz
[28] cuz,blood
[28] blood,guts

Top Word Pairs in Tweet in G7:
[152] nigerian,surgeon
[152] surgeon,once
[152] once,cut
[152] cut,baby
[152] baby,mother's
[152] mother's,womb
[152] womb,23
[152] 23,weeks
[152] weeks,removed
[152] removed,large

Top Word Pairs in Tweet in G8:
[147] résidents,pratiquant
[147] pratiquant,césarienne
[147] césarienne,urgence
[147] urgence,noir
[147] noir,rezidan
[147] rezidan,ap
[147] ap,fè
[147] fè,sezaryèn
[147] sezaryèn,ijans
[147] ijans,nan

Top Word Pairs in Tweet in G9:
[93] cesarean,section
[86] advising,friend
[86] friend,need
[86] need,save
[86] save,money
[86] money,cesarean
[86] section,wife
[86] wife,pregnant
[86] pregnant,friend
[85] drlilyluv,advising

Top Word Pairs in Tweet in G10:
[98] 28,lakh
[98] private,hospitals
[97] excessive,section
[97] section,28
[97] lakh,sections
[97] sections,private
[97] hospitals,forced
[97] forced,people
[97] people,spend
[97] spend,rs

Top Replied-To
Top Replied-To in Entire Graph:
@j_motoki
@jeenforcers
@jiggyjayy2
@ms_nobby
@ahmedbuehlermd
@warriormama1019
@rawbeautykristi
@itspkav
@thefaerth
@rica_bee

Top Replied-To in G2:
@ruthest09685369

Top Replied-To in G3:
@dmagombeyi

Top Replied-To in G4:
@bnuckols
@gohanprolife
@lynneschmidt
@to_discussion
@dazzledhazz
@itschuckjohnson
@dmuiri
@michaelkaitano
@leo97894180
@robertgknowlton

Top Replied-To in G5:
@frank_furter1
@0802_lillith

Top Replied-To in G6:
@tiairraaaa
@senkamalaharris
@freeblackgirl
@eyehatechupeeps
@georgefoster72
@ty_hotcommodity
@glamazon1026
@basedjane
@bonafidesage
@insotrill

Top Replied-To in G7:
@king_soko_zw

Top Replied-To in G9:
@ihuezemd
@drzobo
@doctorr_bright
@annjolaoluwa
@kelvinossai
@naijaobgyn

Top Replied-To in G10:
@remanagarajan
@doc_kul
@imacuriosguy
@drngupta75
@amitguptabliss
@netflixindia
@netshrink
@nutstwisted

Top Mentioned
Top Mentioned in Entire Graph:
@some_ka_chick
@extraaudrey1
@aidenwolfe
@mythandfact
@docjomichel
@remanagarajan
@thisdayirish
@drlilyluv
@jessica_salfia
@cesck_ozil

Top Mentioned in G1:
@inhalemama
@janvarta
@spookybri1
@rowenmd2
@abhishek848101
@iambumblebee

Top Mentioned in G2:
@some_ka_chick

Top Mentioned in G3:
@extraaudrey1
@sparkles_05
@taleh_mas
@dmagombeyi

Top Mentioned in G4:
@bradleycgibbs
@maqart55
@kanyewest
@shanoawarrior
@maestra_momma
@heather4amazon
@leo97894180
@ladyoutrage_
@ppercussionist
@aly_dar8

Top Mentioned in G5:
@aidenwolfe

Top Mentioned in G6:
@georgefoster72
@puemalol
@_itsmarisworld_
@danielseahorn
@ad_renaissance
@kat_lynd
@jacknfortweeets
@leratomannya
@tiairraaaa
@1970_somethin

Top Mentioned in G7:
@mythandfact
@tonnie_montana
@extraaudrey1
@some_ka_chick

Top Mentioned in G8:
@docjomichel

Top Mentioned in G9:
@drlilyluv
@ihuezemd
@doctorr_bright
@dratangwho
@janemichfitness
@10pm
@naijaobgyn
@diabetescarein3
@drolufunmilayo
@thesanasi

Top Mentioned in G10:
@remanagarajan
@prasadmadhva
@imacuriosguy
@nvvarsha
@pariktank
@nayanikaaa
@healed_warrior
@drvyomika
@durgeshdwivedi
@doc_kul

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@pairsonnalitesa
@cagney1991
@leratomannya
@flyer_thanu2
@chantelldawnsny
@life_sciences_
@cruzanchoklate
@meisafairy
@joni_looking

Top Tweeters in G1:
@pairsonnalitesa
@mediaboxstore
@_globalcareers
@dailymirror
@timesnow
@emccoy_writer
@charlee_buns
@menkaurab
@thebaddestmitch
@kompahontas

Top Tweeters in G2:
@solomonkibz
@rachel___ayg
@bwahadenise
@thebossgent
@leecyles
@philkajo
@gloria_imodia
@aupalemmanuel
@_neeeeeccceee_
@inno_inn0

Top Tweeters in G3:
@gracaofdeus
@mavellahh
@wanehanda
@les_thegreat
@miss__hove
@the_mixologist_
@jayjaej_
@uzomariano
@shonachakrahun
@arumlily92

Top Tweeters in G4:
@davequast
@lisawinslow
@mozziesmom
@atheistengineer
@fight4women
@carsperi
@cynical_tutu
@godlesswh_re
@hedwiggraymalk
@kirindave

Top Tweeters in G5:
@sar_oso
@markfromhalsey
@amor_vuelvetx
@cheryl_marlin
@rockyintx
@mikereesem
@rosiem1919
@aplemkseriously
@ridim_luv
@moscow_a_lago

Top Tweeters in G6:
@leratomannya
@misszindzi
@_tamsey
@kat_lynd
@espnfrankie
@pbs_impulse9
@libsuperstar
@taa_stee
@beetaylora
@covingtonq

Top Tweeters in G7:
@officialudiboy
@lpn117
@essossa_
@ohiiiiiiiii
@me_tunechi
@carmelo_yoko
@impulsiveoso
@nelsonstephane
@oladhapo_17
@rre_malabola

Top Tweeters in G8:
@lafaarah
@sergior509
@mario_nation
@noneofthatns
@apkido
@tisaksuk
@akyekotoko
@kawooo_a
@francois_luigi
@bdalencour

Top Tweeters in G9:
@style_overlord
@allezamani
@drolufunmilayo
@thetosinolaniyi
@doctoremto
@__ifunanya_
@akaebube
@iam_mustyk007
@bemi_a
@reet_a_tweet

Top Tweeters in G10:
@ikaveri
@d33p_crj
@samyagdrsti
@thelonelykore
@bremsstrahlunng
@grumpeoldman
@daaktardush
@nayanikaaa
@sinamocha_
@anshsharma


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