cesarean OR c-section, Twitter, 8/25/2019 9:22:27 PM, 207738


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cesarean OR c-section_2019-08-25_10-43-30.xlsx
cesarean OR c-section_2019-08-25_10-43-30.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 25, 2019
Short Description:
cesarean OR c-section via NodeXL http://bit.ly/2NC67v3
@ogskumm19
@capdtofficial
@moraaaaaa__
@mommyparrie
@raisingkx2
@ashhxle_
@__ayirem
@katiesws
@veebrigham1
@lexieim_

Top hashtags:
#ad
#ourchoicesmatter
#cesarean
#csection
#c
#alert
#foamed
#pregnancy
#birth

Description:
Description
The graph represents a network of 5,850 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 Sunday, 25 August 2019 at 17:44 UTC.

The requested start date was Sunday, 25 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 4-day, 21-hour, 25-minute period from Tuesday, 20 August 2019 at 02:33 UTC to Saturday, 24 August 2019 at 23:58 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 : 5850
Unique Edges : 5888
Edges With Duplicates : 384
Total Edges : 6272
Number of Edge Types : 3
Replies to : 528
Mentions : 5006
Tweet : 738
Self-Loops : 738
Reciprocated Vertex Pair Ratio : 0.0112233445566779
Reciprocated Edge Ratio : 0.0221975582685905
Connected Components : 991
Single-Vertex Connected Components : 476
Maximum Vertices in a Connected Component : 2383
Maximum Edges in a Connected Component : 2384
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.016906
Graph Density : 0.000157993257668416
Modularity : 0.749134
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[37] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-019-02348-3
[15] https://twitter.com/moraaaaaa__/status/1164676514048335873
[14] http://ourchoicesmatter.us
[7] https://id.elsevier.com/as/authorization.oauth2?platSite=SD%2Fscience&scope=openid+email+profile+els_auth_info+urn%3Acom%3Aelsevier%3Aidp%3Apolicy%3Aproduct%3Ainst_assoc&response_type=code&redirect_uri=https%3A%2F%2Fwww.sciencedirect.com%2Fuser%2Fidentity%2Flanding&authType=SINGLE_SIGN_IN&prompt=none&client_id=SDFE-v2&state=retryCounter%3D0%26csrfToken%3Dd7f3e273-62ff-4286-925e-efb7053f5960%26idpPolicy%3Durn%253Acom%253Aelsevier%253Aidp%253Apolicy%253Aproduct%253Ainst_assoc%26returnUrl%3D%252Fscience%252Farticle%252Fpii%252FS0022480419305645%26prompt%3Dnone%26cid%3Darp-e85cfa20-58e9-45d1-a862-0f6e8e97ca81
[6] https://www.manchestereveningnews.co.uk/news/showbiz-news/gemma-atkinson-defended-having-cesarean-16812182
[6] https://www.up.ac.za/faculty-of-veterinary-science/news/post_2833484-faculty-vets-rescue-female-black-footed-cat-and-her-kittens-with-cesarean-section
[6] https://nypost.com/2019/08/19/mom-believes-baby-was-slashed-with-scalpel-during-c-section/?utm_medium=SocialFlow&utm_campaign=SocialFlow&utm_source=NYPTwitter
[5] http://acthealthier.com/postpartum-workout-5-exercises-for-after-a-c-section/
[5] https://thetraumapro.com/2019/08/20/trauma-in-pregnancy-5-c-section-when-2/
[4] https://www.christiancentury.org/article/first-person/seeing-crucified-christ-my-wife-s-c-section

Top URLs in Tweet in G2:
[21] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-019-02348-3
[14] http://ourchoicesmatter.us
[13] https://twitter.com/moraaaaaa__/status/1164676514048335873
[5] http://acthealthier.com/postpartum-workout-5-exercises-for-after-a-c-section/
[4] https://www.foxnews.com/health/baby-c-section-car-accident
[4] https://musingsofawinsomeheart.blogspot.com/2019/03/manasseh-cesarean-sections-abortion.html
[3] https://www.news.com.au/lifestyle/parenting/pregnancy/pregnant-mums-csection-birth-leaves-baby-with-scar-on-face/news-story/ef752f164d0218c63396827db8435c2c?from=rss-basic
[3] https://gobnewsonline.com/2019/08/21/shropshire-baby-delivered-by-emergency-cesarean-four-weeks-early-after-parents-were-in-horror-crash/
[3] https://foxnews.com/health/baby-c-section-car-accident
[3] https://twitter.com/mariareveron_/status/1163990846921986048

Top URLs in Tweet in G4:
[1] https://twitter.com/moraaaaaa__/status/1164676514048335873
[1] https://twitter.com/raisingjaxon/status/1163951653571190784

Top URLs in Tweet in G5:
[1] https://www.whattoexpect.com/pregnancy/pregnancy-costs/

Top URLs in Tweet in G7:
[1] https://twitter.com/moraaaaaa__/status/1164676514048335873

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[14] ad
[14] ourchoicesmatter
[12] cesarean
[8] csection
[8] c
[8] alert
[6] foamed
[5] pregnancy
[5] birth
[4] pregnant



Top Hashtags in Tweet in G2:
[14] ad
[14] ourchoicesmatter
[8] c
[5] csection
[4] deliveringbabies
[4] cesarean
[4] pregnant
[4] healing
[3] birth
[3] momlife

Top Hashtags in Tweet in G10:
[1] abortionsnothealthcare
[1] prolife
[1] stopinfanticide
[1] istandwithpp

Top Words
Top Words in Tweet in Entire Graph:
[1358] Words in Sentiment List#1: Positive
[1847] Words in Sentiment List#2: Negative
[34] Words in Sentiment List#3: Angry/Violent
[102115] Non-categorized Words
[105320] Total Words
[4614] section
[4396] c
[2977] t
[2501] pussy
[2497] mama

Top Words in Tweet in G1:
[2384] mama
[2384] c
[2384] section
[2384] ain
[2384] t
[2384] nun
[2384] pussy
[2384] bout
[2384] g
[2383] ogskumm19

Top Words in Tweet in G2:
[487] section
[459] c
[96] s
[93] cesarean
[90] baby
[66] t
[56] birth
[47] having
[46] born
[44] babies

Top Words in Tweet in G3:
[377] hospital
[374] requirement
[374] ab
[374] ve
[374] sub
[374] 2
[374] group
[374] pregnant
[374] woman
[374] durga

Top Words in Tweet in G4:
[408] girl
[235] another
[224] moraaaaaa__
[217] birth
[216] t
[207] kids
[205] giving
[204] ok
[204] saw
[204] nervous

Top Words in Tweet in G5:
[14] c
[14] section
[8] lourdesoverall
[8] troniestrannies
[8] sexxxtinaaqua
[7] lifeinthegaps
[7] anderseigen
[6] leo97894180
[6] katehanson
[5] tofurkey7

Top Words in Tweet in G6:
[77] mama
[77] c
[77] section
[77] ain
[77] t
[77] nun
[77] pussy
[77] bout
[76] sukemeoff

Top Words in Tweet in G7:
[76] c
[76] section
[71] t
[68] vaginal
[65] painful
[65] didn
[65] completely
[64] moms
[64] fighting
[64] whether

Top Words in Tweet in G8:
[122] wife
[61] man
[61] starved
[61] sex
[61] newly
[61] baby
[61] through
[61] cesarean
[61] section
[61] one

Top Words in Tweet in G9:
[124] gay
[62] never
[61] recently
[61] heard
[61] greatest
[61] term
[61] familiar
[61] golden
[61] man
[61] sex

Top Words in Tweet in G10:
[14] c
[14] section
[6] ppact
[5] t
[5] s
[4] hmschuldt
[4] abortion
[3] pregnant
[3] care
[3] ppfa

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4358] c,section
[2496] ain,t
[2489] section,ain
[2483] pussy,bout
[2482] mama,c
[2482] t,nun
[2482] nun,pussy
[2404] bout,g
[2383] ogskumm19,mama
[382] planned,c

Top Word Pairs in Tweet in G1:
[2384] mama,c
[2384] c,section
[2384] section,ain
[2384] ain,t
[2384] t,nun
[2384] nun,pussy
[2384] pussy,bout
[2384] bout,g
[2383] ogskumm19,mama

Top Word Pairs in Tweet in G2:
[450] c,section
[36] emergency,c
[29] section,babies
[28] mum,s
[26] born,c
[26] babies,need
[25] need,mum
[24] s,microbes
[24] microbes,trials
[24] trials,tackle

Top Word Pairs in Tweet in G3:
[374] requirement,ab
[374] ab,ve
[374] ve,sub
[374] sub,2
[374] 2,group
[374] group,pregnant
[374] pregnant,woman
[374] woman,durga
[374] durga,planned
[374] planned,c

Top Word Pairs in Tweet in G4:
[204] ok,saw
[204] saw,girl
[204] girl,nervous
[204] nervous,giving
[204] giving,birth
[204] birth,another
[204] another,girl
[204] girl,commented
[204] commented,doesn
[204] doesn,t

Top Word Pairs in Tweet in G5:
[14] c,section
[5] bobmadia1,philosophyseel
[5] philosophyseel,astrahlgems
[5] astrahlgems,pixelprotectors
[4] pro_life_ancap,justifiablewtf
[4] justifiablewtf,anderseigen
[4] womenschoicean1,tofurkey4
[4] tofurkey4,cheomitii
[4] cheomitii,troniestrannies
[4] 4th31st,ally_unfiltered

Top Word Pairs in Tweet in G6:
[77] mama,c
[77] c,section
[77] section,ain
[77] ain,t
[77] t,nun
[77] nun,pussy
[77] pussy,bout
[76] sukemeoff,mama

Top Word Pairs in Tweet in G7:
[76] c,section
[65] didn,t
[64] moms,fighting
[64] fighting,whether
[64] whether,c
[64] section,vs
[64] vs,vaginal
[64] vaginal,delivery
[64] delivery,more
[64] more,painful

Top Word Pairs in Tweet in G8:
[61] man,starved
[61] starved,sex
[61] sex,wife
[61] wife,newly
[61] newly,baby
[61] baby,through
[61] through,cesarean
[61] cesarean,section
[61] section,one
[61] one,day

Top Word Pairs in Tweet in G9:
[62] gay,gay
[61] recently,heard
[61] heard,greatest
[61] greatest,term
[61] term,familiar
[61] familiar,golden
[61] golden,gay
[61] gay,man
[61] man,never
[61] never,sex

Top Word Pairs in Tweet in G10:
[13] c,section
[2] chowdallas,codeofvets
[2] codeofvets,trumpgirlonfire
[2] trumpgirlonfire,laylaalisha11
[2] laylaalisha11,magastorybook
[2] magastorybook,truthseeker126
[2] truthseeker126,daviddcarpenter
[2] daviddcarpenter,paulied55
[2] paulied55,qmagamike
[2] qmagamike,covfefegun

Top Replied-To
Top Replied-To in Entire Graph:
@moraaaaaa__
@lexieim_
@leftyjennyc
@smalltownwife
@squarepegmommy
@jeanhatchet
@public_citizen
@mollyknefel
@askyourhusband
@pulte

Top Replied-To in G3:
@blooddonorsin

Top Replied-To in G4:
@moraaaaaa__
@bbeeebbs
@veebrigham1

Top Replied-To in G5:
@dtomatx
@mightyquinnusa
@anglofalcon
@james_warrior
@tofurkey7
@lourdesoverall
@prolifecouple
@de_eramos
@leo97894180
@scottwalker

Top Replied-To in G7:
@mrsbarrios
@marlene_jayy
@carmsss26
@moraaaaaa__

Top Replied-To in G10:
@goodheartmommy
@imalibtard
@hmschuldt
@leviticus2131
@patriciaahenso1
@lillianteresa
@allieadeux
@neverone10
@jiffenuh1

Top Mentioned
Top Mentioned in Entire Graph:
@ogskumm19
@capdtofficial
@moraaaaaa__
@sukemeoff
@mommyparrie
@habibajala
@jaimsvanderbeek
@akinolokun
@princeshanghaii
@sadearh

Top Mentioned in G1:
@ogskumm19

Top Mentioned in G2:
@inhalemama
@deliverydrug
@plasticsurgnews
@gsu
@patientmonitor
@mybabylady99
@dressesdinosau1
@nrev02
@nurses_tips

Top Mentioned in G3:
@capdtofficial
@blooddonorsin
@srihari430

Top Mentioned in G4:
@moraaaaaa__
@veebrigham1
@cbennett9819
@mmmmaggles
@shan_mixhelle
@raisingkx2
@mommyparrie
@tayymatheson
@hodges_daneisha

Top Mentioned in G5:
@troniestrannies
@sexxxtinaaqua
@lourdesoverall
@lifeinthegaps
@anderseigen
@katehanson
@leo97894180
@random_phantom_
@nerdgirldv
@rcasonr

Top Mentioned in G6:
@sukemeoff

Top Mentioned in G7:
@mommyparrie
@andreeuhrios
@moraaaaaa__
@reaghan_copas
@momosphere_

Top Mentioned in G8:
@habibajala

Top Mentioned in G9:
@jaimsvanderbeek

Top Mentioned in G10:
@ppact
@hmschuldt
@ppfa
@chowdallas
@codeofvets
@trumpgirlonfire
@laylaalisha11
@magastorybook
@truthseeker126
@daviddcarpenter

Top Tweeters
Top Tweeters in Entire Graph:
@lovtoridemytrek
@life_sciences_
@raybae689
@courtneehendrix
@eurekamag
@realblack212
@dianabialkowski
@blogdiva
@showtimerick
@patnspankme

Top Tweeters in G1:
@courtneehendrix
@showtimerick
@yungeateat
@hitlers_homeboy
@hookzilla
@shooobz
@youngjazzyho
@devanexlove
@kingcoonta
@witthatnina

Top Tweeters in G2:
@shropsnews4u
@geoffkernow
@analyticaglobal
@ugdhar
@breaking144
@keepbelievin_23
@giveaway_plus
@heatherswifty
@show_no_lovexx
@mirrorceleb

Top Tweeters in G3:
@dheerajpspkfan
@ravi_ssmbfan
@kaihiwatarijsp
@bhanuteja9866
@pawankaly4n
@tvsprakash
@nareshchandrac
@harinani_
@gowthamace
@vtarak999

Top Tweeters in G4:
@thatsmoni3__
@tracymayy
@frenchy_kins
@godofshuffles
@krismichelle_
@krysta_babey
@khariahc
@itsjosce
@ninaashleeey
@lupe_delacruz

Top Tweeters in G5:
@lisawinslow
@fight4women
@auntbec15
@buffsblg
@heather4amazon
@pixelprotectors
@amberbobamber
@anderseigen
@rcasonr
@wallystummy

Top Tweeters in G6:
@azlannister
@jackystuntin773
@erectpanini
@sourbutthole
@fastspermcell
@astralprojx
@3for2i
@stupidcumbitch
@fartzann
@onlyfanobtainer

Top Tweeters in G7:
@kathalyn1
@ashl3ybrookee
@asvpraqui
@kweennicolee
@lilkahlo
@mellayy_
@andreeuhrios
@kyliemxrie
@xjamiemartinez
@ghisolm

Top Tweeters in G8:
@deejayfaremi
@epaphroditus14
@lordmcpherson
@2019africa
@teejaybaba
@tinikon
@juniorebong
@crisp_blog
@habibajala
@martial_otis

Top Tweeters in G9:
@blue70517
@soaprookie
@jaimsvanderbeek
@loubowski_
@vilejinx
@heeljulesy
@angelal3xander
@lilpowers1985
@templeovdoom
@dextresen

Top Tweeters in G10:
@pookietooth
@patriciaahenso1
@laylaalisha11
@daviddcarpenter
@chowdallas
@truthseeker126
@covfefegun
@donna_jacobsen
@currie14_kelly
@codeofvets


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