cesarean OR c-section, Twitter, 8/19/2019 8:24:49 PM, 207343


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cesarean OR c-section_2019-08-19_10-43-29.xlsx
cesarean OR c-section_2019-08-19_10-43-29.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 19, 2019
Short Description:
cesarean OR c-section via NodeXL http://bit.ly/2Nhj8Kg
@drjengunter
@southernhomo
@truthagape
@rithcee
@darnea1232
@brittmchenry
@veebrigham1
@prochoiceforal1
@katharinecant
@ogskumm19

Top hashtags:
#cesarean
#90dayfiance
#birth
#c
#pregnancy
#us
#csection

Description:
Description
The graph represents a network of 6,785 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 Monday, 19 August 2019 at 17:45 UTC.

The requested start date was Sunday, 18 August 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 11-day, 21-hour, 30-minute period from Tuesday, 06 August 2019 at 02:30 UTC to Sunday, 18 August 2019 at 00:00 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 : 6785
Unique Edges : 6684
Edges With Duplicates : 1396
Total Edges : 8080
Number of Edge Types : 3
Tweet : 1493
Replies to : 1312
Mentions : 5275
Self-Loops : 1493
Reciprocated Vertex Pair Ratio : 0.0245345397598747
Reciprocated Edge Ratio : 0.0478940217391304
Connected Components : 2065
Single-Vertex Connected Components : 1012
Maximum Vertices in a Connected Component : 374
Maximum Edges in a Connected Component : 1174
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 3.623244
Graph Density : 0.000127918132395267
Modularity : 0.777325
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[19] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.ajog.org%2Farticle%2FS0002-9378%2819%2930615-5%2Ffulltext&rc=0
[15] https://www.scientificamerican.com/article/trials-test-if-c-section-babies-benefit-from-moms-microbes/?utm_medium=social&utm_content=organic&utm_source=twitter&utm_campaign=SciAm_&sf217687689=1
[15] https://twitter.com/veebrigham1/status/1161041792831295492
[12] http://shareasale.com/r.cfm?b=1044391&m=73374&u=19766&afftrack=pg
[12] swimwear&urllink=beachcandyswimwear%2Ecom%2Fshop%2Fswimwear%2Fno%2Dsqueeze%2Dhipster%2Dbikini%2Dbottom%2F&lplid=KRJCnp%2BbUeRCxqv499a10w%3D%3D
[12] https://www.planetgoldilocks.com/swimwear.htm
[12] https://www.vice.com/en_ca/article/ne8wg8/the-term-natural-birth-shames-moms-its-time-to-lose-it?utm_source=vicetwitterus
[10] of
[10] Four
[10] Benefits

Top URLs in Tweet in G1:
[12] http://shareasale.com/r.cfm?b=1044391&m=73374&u=19766&afftrack=pg
[12] swimwear&urllink=beachcandyswimwear%2Ecom%2Fshop%2Fswimwear%2Fno%2Dsqueeze%2Dhipster%2Dbikini%2Dbottom%2F&lplid=KRJCnp%2BbUeRCxqv499a10w%3D%3D
[12] https://www.planetgoldilocks.com/swimwear.htm
[9] https://twitter.com/veebrigham1/status/1161041792831295492
[6] https://www.scientificamerican.com/article/trials-test-if-c-section-babies-benefit-from-moms-microbes/
[6] https://www.scientificamerican.com/article/trials-test-if-c-section-babies-benefit-from-moms-microbes/?utm_source=dlvr.it&utm_medium=twitter
[4] http://ourchoicesmatter.us
[4] http://acthealthier.com/how-to-lose-belly-fat-after-pregnancy-c-section-and-normal/
[4] https://twitter.com/freeishmedia/status/1159455246873235458
[4] https://dressesanddinosaurs.com/having-a-c-section/

Top URLs in Tweet in G3:
[1] https://twitter.com/cheomitii/status/1137265106004275200?s=21
[1] http://www.gargaro.com/choices.html
[1] https://twitter.com/teamalpha3/status/1159669990183690240
[1] https://caldronpool.com/thousands-of-doctors-and-medical-experts-say-abortion-is-never-medically-necessary-to-save-a-womans-life/
[1] https://caldronpool.com/pro-choice-abortion-poviders-turn-pro-life-activists/
[1] https://www.washingtonexaminer.com/opinion/op-eds/abortion-is-never-medically-necessary

Top URLs in Tweet in G5:
[5] https://twitter.com/veebrigham1/status/1161041792831295492
[4] https://twitter.com/mrsbarrios/status/1160557178538921984

Top URLs in Tweet in G6:
[1] https://twitter.com/picardonhealth/status/1161612125607014401
[1] https://twitter.com/fionamattatall/status/1160571253389852677
[1] https://twitter.com/SteveScalise/status/1158367876459442176

Top URLs in Tweet in G7:
[1] https://twitter.com/ariwitdafatty/status/1157114608236187648

Top URLs in Tweet in G8:
[12] https://www.vice.com/en_ca/article/ne8wg8/the-term-natural-birth-shames-moms-its-time-to-lose-it?utm_source=vicetwitterus
[1] https://www.vice.com/en_ca/article/ne8wg8/the-term-natural-birth-shames-moms-its-time-to-lose-it?utm_campaign=sharebutton
[1] https://www.qxmd.com/r/31353177
[1] https://twitter.com/picardonhealth/status/1161612125607014401
[1] https://www.vice.com/en_ca/article/ne8wg8/the-term-natural-birth-shames-moms-its-time-to-lose-it?utm_source=vicetwitterca

Top URLs in Tweet in G9:
[1] https://vbacfacts.com/2019/08/15/rinat-dray-forced-cesarean-lawsuit/
[1] https://trialsjournal.biomedcentral.com/articles/10.1186/s13063-019-3552-8
[1] https://www.dona.org/six-reasons-why-you-may-want-a-postpartum-doula-after-your-cesarean-birth/

Top URLs in Tweet in G10:
[19] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.ajog.org%2Farticle%2FS0002-9378%2819%2930615-5%2Ffulltext&rc=0
[3] https://www.ajog.org/article/S0002-9378(19)30615-5/fulltext
[2] https://spotlight.kaiserpermanente.org/reducing-opioids-for-women-delivering-by-c-section/
[1] https://www.ajog.org/article/S0002-9378(19)30817-8/fulltext
[1] https://www.sciencedirect.com/science/article/pii/S2590161319300602?dgcid=STMJ_1559799022_STMJIN_OA
[1] https://www.sciencedirect.com/science/article/pii/S2590161319300687?dgcid=STMJ_1559799022_STMJIN_OA
[1] https://journals.lww.com/greenjournal/Fulltext/2019/08000/Tissue_Adhesive_Compared_With_Sterile_Strips_After.13.aspx
[1] https://journals.lww.com/greenjournal/Fulltext/2019/07000/Evaluation_of_Opioid_Use_With_Split_Doses_of_Oral.18.aspx
[1] https://journals.lww.com/greenjournal/Fulltext/2019/08000/Elective_Induction_of_Labor_in_the_39th_Week_of.11.aspx
[1] https://medicalxpress.com/news/2019-08-exposure-opioids-cesarean-delivery.html

Top Domains
Top Domains in Tweet in Entire Graph:
[193] twitter.com
[39] instagram.com
[29] scientificamerican.com
[23] nature.com
[19] elsevierhealth.com
[19] youtube.com
[17] inhalemama.com
[16] facebook.com
[16] vice.com
[14] huffpost.com

Top Domains in Tweet in G1:
[116] twitter.com
[30] instagram.com
[17] inhalemama.com
[15] scientificamerican.com
[12] facebook.com
[12] nature.com
[12] shareasale.com
[12] planetgoldilocks.com
[8] co.uk
[5] pinterest.com

Top Domains in Tweet in G3:
[2] twitter.com
[2] caldronpool.com
[1] gargaro.com
[1] washingtonexaminer.com

Top Domains in Tweet in G5:
[9] twitter.com

Top Domains in Tweet in G6:
[3] twitter.com

Top Domains in Tweet in G7:
[1] twitter.com

Top Domains in Tweet in G8:
[14] vice.com
[1] qxmd.com
[1] twitter.com

Top Domains in Tweet in G9:
[1] vbacfacts.com
[1] biomedcentral.com
[1] dona.org

Top Domains in Tweet in G10:
[19] elsevierhealth.com
[4] ajog.org
[4] lww.com
[3] kaiserpermanente.org
[2] sciencedirect.com
[2] nih.gov
[1] medicalxpress.com
[1] twitter.com
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[53] cesarean
[19] 90dayfiance
[19] birth
[18] c
[18] pregnancy
[17] us
[16] csection
[13] 90dayfiancetheotherway
[12] swimwear
[12] ad



Top Hashtags in Tweet in G1:
[18] c
[14] 90dayfiance
[13] csection
[12] birth
[12] swimwear
[12] ad
[12] madeincalifornia
[12] bikini
[12] fashions
[11] pregnancy

Top Hashtags in Tweet in G3:
[1] firstdonoharm

Top Hashtags in Tweet in G5:
[1] 6/9/2019 12:00:00 AM
[1] 0.5
[1] AM

Top Hashtags in Tweet in G6:
[1] wordsmatter
[1] ohcanada
[1] iamcanadian
[1] thankful
[1] demdebate2
[1] healthcare

Top Hashtags in Tweet in G8:
[3] cesarean
[2] sorrynotsorry
[1] pregnancy
[1] childbirth
[1] obanes
[1] qlb

Top Hashtags in Tweet in G9:
[3] cesarean
[3] postpartum
[3] postpartumdoula
[2] gbv
[1] paulbiya
[1] cameroun
[1] freesoutherncameroon
[1] microbiome
[1] antibiotics
[1] drcongo

Top Hashtags in Tweet in G10:
[15] cesarean
[9] obgyn
[7] ob
[7] opioid
[2] openaccess
[1] erac
[1] infographic
[1] opioiduse
[1] kpresearch
[1] eras

Top Words
Top Words in Tweet in Entire Graph:
[2948] Words in Sentiment List#1: Positive
[3735] Words in Sentiment List#2: Negative
[67] Words in Sentiment List#3: Angry/Violent
[131033] Non-categorized Words
[137716] Total Words
[4220] section
[4087] c
[717] birth
[686] t
[676] cesarean

Top Words in Tweet in G1:
[1027] section
[957] c
[214] cesarean
[179] birth
[178] baby
[170] s
[155] t
[114] emergency
[106] ðÿ
[101] out

Top Words in Tweet in G2:
[268] c
[268] section
[265] southernhomo
[227] without
[226] anesthesia
[225] husband
[225] request
[225] done
[224] wife's
[224] men

Top Words in Tweet in G3:
[79] c
[78] section
[43] abortion
[26] life
[21] mother
[20] downeyangel
[19] pregnancy
[18] steffenfinch
[17] birth
[16] sierradeciduous

Top Words in Tweet in G4:
[147] mama
[147] c
[147] section
[147] ain
[147] t
[147] nun
[147] pussy
[147] bout
[147] g
[146] ogskumm19

Top Words in Tweet in G5:
[225] c
[223] section
[96] mom
[80] t
[75] emergency
[62] veebrigham1
[59] unless
[56] anyone
[55] coming
[52] idk

Top Words in Tweet in G6:
[103] c
[78] section
[73] brittmchenry
[69] two
[36] births
[30] ob
[30] pregnancies
[30] disasterballet
[30] full
[30] term

Top Words in Tweet in G7:
[133] birth
[132] pregnant
[132] 15
[132] gave
[132] 16
[132] mum
[132] passed
[132] away
[132] literally
[132] one

Top Words in Tweet in G8:
[91] section
[89] c
[67] having
[66] epidural
[65] mean
[64] getting
[56] picardonhealth
[53] time
[51] term
[51] 'natural

Top Words in Tweet in G9:
[26] c
[25] section
[24] map
[23] guess
[23] looks
[23] dark
[23] blue
[23] deep
[23] south
[23] contrast

Top Words in Tweet in G10:
[48] cesarean
[32] women
[27] induction
[27] labor
[26] recovery
[25] enhanced
[22] better
[22] late
[22] never
[22] obstetricians

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3944] c,section
[442] emergency,c
[243] section,done
[233] wife's,c
[226] without,anesthesia
[225] done,without
[224] southernhomo,husband
[224] husband,request
[224] request,wife's
[224] anesthesia,men

Top Word Pairs in Tweet in G1:
[937] c,section
[98] emergency,c
[62] cesarean,section
[44] ðÿ,ðÿ
[40] section,scar
[40] having,c
[38] section,babies
[28] cesarean,delivery
[26] don,t
[23] years,ago

Top Word Pairs in Tweet in G2:
[268] c,section
[225] section,done
[225] done,without
[225] without,anesthesia
[224] southernhomo,husband
[224] husband,request
[224] request,wife's
[224] wife's,c
[224] anesthesia,men
[40] sir,know

Top Word Pairs in Tweet in G3:
[78] c,section
[10] third,trimester
[9] anderseigen,wallystummy
[9] caeser_pounce,monsieurmach
[9] lloomer80,troniestrannies
[9] dp06869322,sam_deloach
[9] danbinoz,happywife151
[8] janecaro,robstokesmp
[8] monsieurmach,lloomer80
[8] troniestrannies,downeyangel

Top Word Pairs in Tweet in G4:
[147] mama,c
[147] c,section
[147] section,ain
[147] ain,t
[147] t,nun
[147] nun,pussy
[147] pussy,bout
[147] bout,g
[146] ogskumm19,mama

Top Word Pairs in Tweet in G5:
[223] c,section
[74] emergency,c
[52] medically,necessary
[52] opt,c
[51] coming,emergency
[51] section,mom
[51] mom,idk
[51] idk,anyone
[51] anyone,unless
[51] unless,medically

Top Word Pairs in Tweet in G6:
[74] c,section
[30] disasterballet,brittmchenry
[30] brittmchenry,two
[30] full,term
[29] two,full
[29] term,pregnancies
[29] pregnancies,monthly
[29] monthly,biweekly
[29] biweekly,ob
[29] ob,appts

Top Word Pairs in Tweet in G7:
[132] pregnant,15
[132] 15,gave
[132] gave,birth
[132] birth,16
[132] 16,mum
[132] mum,passed
[132] passed,away
[132] away,literally
[132] literally,one
[132] one,help

Top Word Pairs in Tweet in G8:
[88] c,section
[66] having,c
[64] section,getting
[64] getting,epidural
[64] epidural,mean
[51] term,'natural
[51] 'natural,birth'
[51] birth',shames
[51] shames,moms
[51] moms,time

Top Word Pairs in Tweet in G9:
[24] c,section
[23] guess,c
[23] section,map
[23] map,looks
[23] looks,dark
[23] dark,blue
[23] blue,deep
[23] deep,south
[23] south,contrast
[23] contrast,pacific

Top Word Pairs in Tweet in G10:
[25] enhanced,recovery
[23] recovery,cesarean
[22] better,late
[22] late,never
[22] never,obstetricians
[22] obstetricians,implement
[22] implement,enhanced
[22] induction,labor
[17] ajog_thegray,better
[15] cesarean,delivery

Top Replied-To
Top Replied-To in Entire Graph:
@brittmchenry
@jo31161
@amil
@veebrigham1
@tipsywifey
@prochoiceforal1
@anaacristobal
@joy997fm
@drjengunter
@cheomitii

Top Replied-To in G2:
@southernhomo
@carriedandrea

Top Replied-To in G3:
@prochoiceforal1
@cheomitii
@panofseamen
@cybermom1999
@shrillandchill
@caldronpool
@vixmcintyre
@b_shaneika
@realsailorbob
@downeyangel

Top Replied-To in G5:
@veebrigham1
@tipsywifey
@__mama_bear__
@denisewtff
@clemplusone
@itsrobbywest
@menninnennin
@bananamuffinmaa
@miss_vee8
@kirsteyyyy

Top Replied-To in G6:
@brittmchenry
@drjengunter
@qperegrinatur
@ladyheatherlee
@ophelia_wolf
@fionamattatall
@joshehale
@omarhamada
@johnmceachern1
@melooley

Top Replied-To in G8:
@amil
@vice
@bcblais
@picardonhealth
@maggiekeresteci
@beth_jamesb
@oceansoulgrl
@blueravefinn
@j3blin
@kendallraeonyt

Top Replied-To in G10:
@atitapatterns
@ajog_thegray

Top Mentioned
Top Mentioned in Entire Graph:
@southernhomo
@ogskumm19
@senslyxo
@moranextdoor
@damiolatunjimd
@picardonhealth
@veebrigham1
@theboyjaemin
@animalplanet
@mrsbarrios

Top Mentioned in G1:
@inhalemama
@dressesdinosau1
@deliverydrug
@saintanthonyhos
@anesthetic_bio
@ryankleps
@horlasodex
@bipolar_bio

Top Mentioned in G2:
@southernhomo

Top Mentioned in G3:
@downeyangel
@steffenfinch
@sierradeciduous
@jvaghyjones
@caeser_pounce
@rithcee
@anderseigen
@bynamerose
@troniestrannies
@pro_life_ancap

Top Mentioned in G4:
@ogskumm19

Top Mentioned in G5:
@veebrigham1
@mrsbarrios
@cannahannahh
@clemplusone
@c_a_s_s_e_d_i
@xonancee_
@kimiemarieee
@marisaapunkin
@_kaygeex3
@sarabeth6399

Top Mentioned in G6:
@brittmchenry
@disasterballet
@drjengunter
@micaelamendlow
@lchanplays
@stevescalise
@pocgamer
@djlyons6
@ladyheatherlee
@amymcgrathky

Top Mentioned in G7:
@senslyxo

Top Mentioned in G8:
@picardonhealth
@vice
@amil
@trifectarn
@ron_george
@kendallraeonyt
@vicecanada
@ghn_news
@ijoa_journal
@maggiekeresteci

Top Mentioned in G9:
@gingerbreedlove
@shufai100
@meghanazad
@donaintl
@world_midwives
@who
@asstsecstateaf
@ukun_newyork
@usun
@ussenate

Top Mentioned in G10:
@ajog_thegray
@greenjrnl
@aboutkp
@kpdor
@sabramovitzmd
@mfmsperling
@doctorjcarvajal
@greggnelsoneras
@vojtechjiri
@jaimeaaronson

Top Tweeters
Top Tweeters in Entire Graph:
@the_news_diva
@alllibertynews
@askmenfess
@chris_1791
@medicinehelp
@drphildontehue
@innovativehindu
@alicmurray
@love_bug1016
@sddphoto

Top Tweeters in G1:
@the_news_diva
@medicinehelp
@4pawshop
@hautahbuhgee
@11alivenews
@9thhousemoon
@kangoryakugo
@detroitplair
@gypsydamnxtra
@augusteve2012

Top Tweeters in G2:
@feminixsm
@sokattastic
@glaudamasceno
@michaelmongee
@missofmichele
@_heyymal
@__xfranx__
@rimzzzeee
@elysian__
@itsroms

Top Tweeters in G3:
@lisawinslow
@janecaro
@fight4women
@deirdriu
@werthnear
@g_d_plorable
@davehluchy
@pabloofren
@mickers_au
@heidim_67

Top Tweeters in G4:
@jiggykeso
@asadoqueen
@robo_kushu
@mal_onda
@swankpatrone
@__kimberleigh
@tpsteez
@darienpineiro
@markisavirgin
@10miiestereo

Top Tweeters in G5:
@thatsmoni3__
@raisinggus
@bananamuffinmaa
@ashxemx
@paigeoverbee
@2cadenas_
@shesloked
@kaayniicoleee
@_vianeycanales
@kimtho__

Top Tweeters in G6:
@misskatsuragi
@beverlyfolkers
@chloepoliticat
@rosemariebrown3
@joeandy74611394
@drjengunter
@xjaeee
@glennlibby
@elastigirlvotes
@officiaired

Top Tweeters in G7:
@oetuazim
@_bannaaa
@joycevee_
@anjolalalala
@abz_hr
@lexxcherryx
@lglx_
@honeey_33
@fablebarz
@kwameaboagye_

Top Tweeters in G8:
@blueravefinn
@panthpnk
@vice
@picardonhealth
@thatcarterblunt
@vicecanada
@barbararother1
@cathyfarrow1
@micmicmic1
@retireathomebg

Top Tweeters in G9:
@nytimes
@ambapikin
@christi85573643
@beatriceijang
@arrianna_planey
@sonodoc99
@un_women
@lizmayessex
@who
@dora31943588

Top Tweeters in G10:
@evidencerobot
@drcesardip
@etyro
@medical_xpress
@asmatusmani
@solexitus
@drsuegross
@irenequinio
@susana_midwife
@ajog_thegray