cesarean OR c-section, Twitter, 5/26/2019 7:16:43 PM, 198126


FAQ | Problem?

cesarean OR c-section_2019-05-26_10-04-05.xlsx
cesarean OR c-section_2019-05-26_10-04-05.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 26, 2019
Short Description:
cesarean OR c-section via NodeXL http://bit.ly/2HZrCBf
@thehill
@drjengunter
@de_eramos
@michael40886405
@liveaction
@realdonaldtrump
@col314
@realjohnrcarter
@ladybleach
@rithcee

Top hashtags:
#cesarean
#uganda
#iars2019
#srilanka
#cowfold
#fox
#sussex
#c
#pregnancy

Description:
Description
The graph represents a network of 7,205 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, 26 May 2019 at 17:08 UTC.

The requested start date was Sunday, 26 May 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 8-day, 16-hour, 37-minute period from Thursday, 16 May 2019 at 12:46 UTC to Saturday, 25 May 2019 at 05:24 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 : 7205
Unique Edges : 7095
Edges With Duplicates : 1439
Total Edges : 8534
Number of Edge Types : 3
Mentions : 5703
Tweet : 1242
Replies to : 1589
Self-Loops : 1242
Reciprocated Vertex Pair Ratio : 0.015500306936771
Reciprocated Edge Ratio : 0.0305274293486474
Connected Components : 1743
Single-Vertex Connected Components : 812
Maximum Vertices in a Connected Component : 1978
Maximum Edges in a Connected Component : 3138
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 9.00556
Graph Density : 0.000127483343550753
Modularity : 0.810482
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[68] https://www.dailymail.co.uk/news/article-7027251/Cowfold-farmer-West-Sussex-stops-car-carry-emergency-c-section-dead-fox-rescue-four-cubs.html
[19] https://www.independent.co.uk/news/uk/home-news/fox-cubs-caesarean-mother-wessex-sussex-cowfold-vixen-road-a8916306.html
[14] https://twitter.com/brithume/status/1128704294394433537
[9] https://olympics.nbcsports.com/2019/05/16/allyson-felix-preeclampsia-pregnancy-c-section/
[9] https://www.dailymail.co.uk/news/article-7027251/Cowfold-farmer-West-Sussex-stops-car-carry-emergency-c-section-dead-fox-rescue-four-cubs.html?fbclid=IwAR1cE1qPoBlfsraEyoPjd1BNGHgN4ohmpYzF-rU6bpQufu2H2MY0Ej23iIs
[6] https://www.goodnewsnetwork.org/farmer-saved-cubs-by-performing-c-section-on-dead-fox/
[6] https://lifenhealth101.com/how-to-reduce-tummy-fat-after-c-section-delivery/
[5] https://katu.com/news/local/study-alternative-pain-management-curbs-opioid-dependency-after-c-section-birth
[5] https://www.independent.co.uk/news/uk/home-news/fox-cubs-caesarean-mother-wessex-sussex-cowfold-vixen-road-a8916306.html?utm_medium=Social&utm_source=Twitter#Echobox=1558007454
[4] https://musingsofawinsomeheart.blogspot.com/2019/03/manasseh-cesarean-sections-abortion.html

Top URLs in Tweet in G1:
[10] https://www.dailymail.co.uk/news/article-7027251/Cowfold-farmer-West-Sussex-stops-car-carry-emergency-c-section-dead-fox-rescue-four-cubs.html
[9] https://www.dailymail.co.uk/news/article-7027251/Cowfold-farmer-West-Sussex-stops-car-carry-emergency-c-section-dead-fox-rescue-four-cubs.html?fbclid=IwAR1cE1qPoBlfsraEyoPjd1BNGHgN4ohmpYzF-rU6bpQufu2H2MY0Ej23iIs
[5] https://www.independent.co.uk/news/uk/home-news/fox-cubs-caesarean-mother-wessex-sussex-cowfold-vixen-road-a8916306.html
[5] https://www.goodnewsnetwork.org/farmer-saved-cubs-by-performing-c-section-on-dead-fox/
[4] https://lifenhealth101.com/how-to-reduce-tummy-fat-after-c-section-delivery/
[4] https://musingsofawinsomeheart.blogspot.com/2019/03/manasseh-cesarean-sections-abortion.html
[3] https://www.techexplorist.com/infants-exposed-to-anesthesia-during-c-section-raises-autism-risk/23185?utm_campaign=2019
[3] May
[3] Social
[3] Media&utm_content=92196173&utm_medium=social&utm_source=facebook&hss_channel=fbp-135773326439652&sfns=mo

Top URLs in Tweet in G2:
[1] https://thefederalist.com/2019/02/26/fact-late-term-abortions-never-medically-necessary/

Top URLs in Tweet in G3:
[14] https://twitter.com/brithume/status/1128704294394433537
[1] https://twitter.com/espinsegall/status/1129055959874265093

Top URLs in Tweet in G4:
[7] https://olympics.nbcsports.com/2019/05/16/allyson-felix-preeclampsia-pregnancy-c-section/
[3] https://olympics.nbcsports.com/2019/05/13/allyson-felix-pregnancy/
[1] https://trib.al/I2Sydc5
[1] https://twitter.com/nzaccardi/status/1129037635169726467
[1] https://theundefeated.com/whhw/olympic-medalist-allyson-felix-tells-congress-about-the-black-maternal-health-crisis/
[1] https://olympics.nbcsports.com/2019/05/13/ibtihaj-muhammad-fencing-retire/
[1] https://olympics.nbcsports.com/2019/05/15/nathan-adrian-testicular-cancer-comeback/
[1] https://olympics.nbcsports.com/2019/05/14/rory-mcilroy-golf-ireland/

Top URLs in Tweet in G5:
[1] https://www.nytimes.com/1990/12/08/opinion/the-fruit-of-angela-carder-s-agony.html
[1] https://medium.com/s/jessica-valenti/anti-abortion-extremism-is-the-new-normal-1966f99ac47f
[1] https://www.cbsnews.com/news/mom-arrested-after-utah-stillbirth/
[1] https://www.facebook.com/story.php?story_fbid=10220613142425237&id=1435003489
[1] https://twitter.com/jessicavalenti/status/1126590200463990790

Top URLs in Tweet in G6:
[1] https://twitter.com/drcollins10/status/1131891312574246912
[1] https://twitter.com/TXConsvMama/status/1130849638968283138
[1] https://tiny.cc/ew116y

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[108] cesarean
[100] uganda
[62] iars2019
[36] srilanka
[33] cowfold
[33] fox
[33] sussex
[15] c
[15] pregnancy
[15] fistula



Top Hashtags in Tweet in G1:
[15] cesarean
[15] c
[9] pregnancy
[8] birth
[7] csection
[7] healing
[7] postnatal
[5] scar
[4] surgery
[3] alabamaabortionban

Top Hashtags in Tweet in G2:
[1] widow
[1] liveactionliars
[1] abortionishealthcare

Top Hashtags in Tweet in G4:
[1] everydayhero
[1] africa

Top Hashtags in Tweet in G6:
[2] prolife

Top Hashtags in Tweet in G10:
[1] abortionisracist

Top Words
Top Words in Tweet in Entire Graph:
[2911] Words in Sentiment List#1: Positive
[4989] Words in Sentiment List#2: Negative
[155] Words in Sentiment List#3: Angry/Violent
[142376] Non-categorized Words
[150275] Total Words
[3949] c
[3902] section
[852] baby
[817] t
[665] cesarean

Top Words in Tweet in G1:
[828] section
[706] c
[229] cesarean
[170] baby
[111] t
[105] birth
[90] emergency
[87] s
[86] out
[85] due

Top Words in Tweet in G2:
[60] section
[58] c
[30] abortion
[27] realdonaldtrump
[24] baby
[21] life
[18] liveaction
[17] mother
[15] term
[13] s

Top Words in Tweet in G3:
[254] c
[240] pro
[165] section
[146] drjengunter
[124] t
[116] doesn
[115] mean
[92] sections
[91] women
[90] being

Top Words in Tweet in G4:
[146] c
[146] section
[146] weeks
[135] emergency
[135] allyson
[135] felix
[131] 32
[123] life
[123] risk
[123] before

Top Words in Tweet in G5:
[219] c
[212] jessicavalenti
[123] section
[111] carder
[111] pregnant
[109] angela
[109] 27
[109] years
[109] old
[109] 26

Top Words in Tweet in G6:
[82] section
[81] c
[47] mattwalshblog
[35] baby
[27] life
[27] abortion
[25] emergency
[24] mother
[22] t
[19] weeks

Top Words in Tweet in G7:
[3] resista_babs
[3] c
[3] section
[2] kokomothegreat
[2] perfumeflogger
[2] nhojhpesoj
[2] luciarendn4
[2] og_dbl_lo_g
[2] michelle_spenc
[2] claudiadiazxoxo

Top Words in Tweet in G8:
[3] wiguy45
[3] save
[3] child
[3] section
[3] birth
[2] garfshout
[2] awayfromthekeys
[2] caitanyadas1
[2] agatheist_
[2] friendof_darwin

Top Words in Tweet in G9:
[124] c
[124] section
[120] help
[120] during
[120] two
[119] due
[119] wasn
[119] t
[119] wife
[119] labor

Top Words in Tweet in G10:
[54] section
[51] c
[24] benshapiro
[24] baby
[18] abortion
[16] conservmillen
[14] pregnancy
[14] cesarean
[12] life
[12] born

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3631] c,section
[475] emergency,c
[240] cesarean,section
[155] doesn,t
[153] c,sections
[148] angela,carder
[147] wasn,t
[141] undergo,c
[141] 32,weeks
[139] allyson,felix

Top Word Pairs in Tweet in G1:
[686] c,section
[119] cesarean,section
[75] emergency,c
[73] section,deliveries
[70] laparotomy,sponge
[70] sponge,market
[70] market,witness
[70] witness,substantial
[70] substantial,growth
[70] growth,due

Top Word Pairs in Tweet in G2:
[57] c,section
[10] liveaction,realdonaldtrump
[8] emergency,c
[6] distincttrinata,liveaction
[6] 37,weeks
[5] life,mother
[4] s,life
[4] full,term
[4] term,abortion
[4] late,term

Top Word Pairs in Tweet in G3:
[164] c,section
[131] pro,c
[116] doesn,t
[115] t,mean
[89] being,pro
[89] section,doesn
[89] mean,holding
[89] holding,women
[89] women,down
[89] down,forcing

Top Word Pairs in Tweet in G4:
[146] c,section
[135] emergency,c
[135] allyson,felix
[131] section,32
[131] 32,weeks
[123] felix,life
[116] life,being
[116] being,risk
[116] risk,severe
[116] severe,preeclampsia

Top Word Pairs in Tweet in G5:
[123] c,section
[109] angela,carder
[109] carder,27
[109] 27,years
[109] years,old
[109] old,26
[109] 26,weeks
[109] weeks,pregnant
[109] pregnant,cancer
[109] cancer,forced

Top Word Pairs in Tweet in G6:
[80] c,section
[20] emergency,c
[13] delivered,c
[12] late,term
[10] didn,t
[9] ve,epiphany
[9] epiphany,children
[9] children,delivered
[9] section,didn
[9] t,come

Top Word Pairs in Tweet in G7:
[3] c,section

Top Word Pairs in Tweet in G8:
[2] wiguy45,garfshout
[2] garfshout,awayfromthekeys
[2] awayfromthekeys,caitanyadas1
[2] caitanyadas1,agatheist_
[2] agatheist_,friendof_darwin
[2] friendof_darwin,deanomartino1
[2] deanomartino1,pauldubuisson
[2] pauldubuisson,david19531501
[2] save,both
[2] zalphaprime,nancyconner42

Top Word Pairs in Tweet in G9:
[124] c,section
[119] due,c
[119] section,wasn
[119] wasn,t
[119] t,help
[119] help,wife
[119] wife,during
[119] during,labor
[119] labor,practice
[119] practice,planning

Top Word Pairs in Tweet in G10:
[49] c,section
[10] emergency,c
[5] abort,baby
[5] cesarean,section
[5] born,c
[5] full,term
[4] 3rd,trimester
[4] shanetrain,nadoodles
[4] late,term
[4] induce,labor

Top Replied-To
Top Replied-To in Entire Graph:
@brownandbella
@benshapiro
@conservmillen
@mattwalshblog
@lymanstoneky
@yemiefash
@realdonaldtrump
@mortalcassie
@jasonbryantweet
@tomselliott

Top Replied-To in G2:
@realdonaldtrump
@abbyjohnson
@liveaction
@bulllmarket12
@tcm_angel
@merlinspants07
@velarde682
@bigbluelake1
@reneekakos
@trrantrron

Top Replied-To in G3:
@jasonbryantweet
@_celia_bedelia_
@lovebamafb
@drjengunter
@jimbobgraholski
@jeanderson7473
@hardtru64414273
@shahn_26
@mwithoutfilter
@palitato

Top Replied-To in G4:
@fibroidsupport

Top Replied-To in G5:
@tesslantos
@coffeeisvida
@hwoodbery
@thefan2000
@lynn_rose1
@jessicavalenti
@kmckee7

Top Replied-To in G6:
@mattwalshblog
@jpalmer79
@braylennapier
@rokerr2
@xferz95
@nicolaj_gericke
@theview
@soopervillain
@posharmyband
@kevinlh1975

Top Replied-To in G7:
@kokomothegreat
@victorialalbers
@cornish1969
@impeachshitler

Top Replied-To in G8:
@wiguy45
@zalphaprime
@thewestonmike

Top Replied-To in G9:
@wokeempath
@beetrues

Top Replied-To in G10:
@benshapiro
@conservmillen
@realsaavedra
@shanetrain
@jlyda
@meggles4111
@beaumattlafave
@draghris
@mrandyngo
@lsleblanc1

Top Mentioned
Top Mentioned in Entire Graph:
@jessicavalenti
@drjengunter
@ericac1970
@daddydoubts
@nzaccardi
@rugyendoquotes
@_aphmau_
@designmom
@seneca242
@cnn

Top Mentioned in G1:
@inhalemama
@sujeliahnigga
@reddpups
@deliverydrug
@theaustinmonk
@pilnok
@itsme_amyjayee
@fiona7689fiona
@debugliesnews
@obstetrics_bio

Top Mentioned in G2:
@realdonaldtrump
@liveaction
@abbyjohnson
@distincttrinata
@amberbobamber
@icecreamkohn2
@mark1957
@matthewqueen717
@dineshdsouza
@yaf

Top Mentioned in G3:
@drjengunter
@_celia_bedelia_
@darakass
@cecilerichards
@supermajority
@rocza
@nessa90291
@fakedavehageman
@sharilea68
@everywhereist

Top Mentioned in G4:
@nzaccardi
@profblmkelley
@chinadaily
@michaeleaves
@nbcolympictalk
@rell_silient
@gocosmicninja
@yorklawlondon
@drvidali
@fmigs1

Top Mentioned in G5:
@jessicavalenti
@miguel805__
@antarianrani
@ohdohz
@kloss_tiffany
@no1realwolfy
@coffeeisvida
@bunrab
@karencollinsnyc
@kmckee7

Top Mentioned in G6:
@mattwalshblog
@scrowder
@_redhen_
@meghanmccain
@calebjhull
@battchief14b
@terrymatier
@emrazz
@mariamakenna
@drcollins10

Top Mentioned in G7:
@resista_babs
@perfumeflogger
@nhojhpesoj
@luciarendn4
@og_dbl_lo_g
@michelle_spenc
@claudiadiazxoxo
@gskh1237
@jarmosalainen
@mdrc76maia

Top Mentioned in G8:
@wiguy45
@garfshout
@awayfromthekeys
@caitanyadas1
@agatheist_
@friendof_darwin
@deanomartino1
@pauldubuisson
@david19531501
@jools6691

Top Mentioned in G9:
@daddydoubts
@grillinchillin9
@wonderparent007

Top Mentioned in G10:
@benshapiro
@conservmillen
@blackhawk442
@realsaavedra
@nadoodles
@charliekirk11
@jimcarrey
@liz_wheeler
@shanetrain
@amywestervelt

Top Tweeters
Top Tweeters in Entire Graph:
@the_news_diva
@rarebre3d
@jude_mugabi
@lifetechnology1
@independent
@sharneal
@love_bug1016
@fact
@sherrilee7
@akuma_river

Top Tweeters in G1:
@the_news_diva
@lifetechnology1
@droolindog
@positivelyjoan
@firstpressng
@kangoryakugo
@abnewswire
@remosdrive
@mzyummydread
@itsthebrandi

Top Tweeters in G2:
@kchernecky
@i_womb
@ixtumea
@tomcoates
@thevaluesvoter
@wkpixley1
@ozgoofyprincess
@mattwoodnyc3
@stevemcrae_
@pixelprotectors

Top Tweeters in G3:
@sherrilee7
@letat_lechat
@alexandraerin
@schenck
@drpaulmorgan
@rocza
@drjengunter
@lisawinslow
@sox_morgan
@davequast

Top Tweeters in G4:
@cece_23spalding
@avocalistsrival
@robirdie23
@kemet2000
@whyy_rochhh
@4allsurfaces
@clarencehilljr
@_hurdlefloww
@activistbowen2
@living400lbs

Top Tweeters in G5:
@antarianrani
@thenumeroocho
@lanikaiduck
@lynn_rose1
@mishaalnaeem
@grrrr_shark
@maaikefest
@bxntou
@no1realwolfy
@meghanadkinson

Top Tweeters in G6:
@akuma_river
@aprilhunter
@threepintsplea3
@april_kellinger
@springsteps
@falconer084
@bluesingincat
@mellomelsko
@theview
@scrowder

Top Tweeters in G7:
@morgfair
@co_rapunzel4
@mrsopie88
@peconiclady
@kikiadine
@myserenity69
@frakermonica
@perfumeflogger
@small1ldy1
@tarynstanford

Top Tweeters in G8:
@mwforhr
@cherokee_autumn
@takethatdarwin
@kkatmiss
@gregcampnc
@michellmybell1
@ebatterson
@atyhans
@s_a_malcolm
@deanomartino1

Top Tweeters in G9:
@love_bug1016
@gildermike
@shellhasdragons
@junejuly12
@lostgirl2323
@better_off_dad
@gupton68
@riverthistle
@grillinchillin9
@desert_musings

Top Tweeters in G10:
@sharneal
@benshapiro
@browofjustice
@radicalgoats
@shauna_kuhn
@mermaz
@thepeteraymond
@ksprior
@tulipgrrl
@lsleblanc1