cesarean OR c-section, Twitter, 11/30/2019 6:01:22 AM, 217662


FAQ | Problem?

cesarean OR c-section_2019-11-29_20-56-57.xlsx
cesarean OR c-section_2019-11-29_20-56-57.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 30, 2019
Short Description:
cesarean OR c-section via NodeXL http://bit.ly/2q0VlF0
@reenewills
@geetapia
@ellejkaye
@dolapoabideen
@subdeliveryzone
@earthdogelevena
@rn_atheist
@glisteningleer
@iammystq
@kerr_kiara

Top hashtags:
#cesarean
#sunway
#foamrad
#witness
#mothernotpatient

Description:
Description
The graph represents a network of 5,731 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 Saturday, 30 November 2019 at 04:58 UTC.

The requested start date was Saturday, 30 November 2019 at 01:01 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 6-day, 4-hour, 16-minute period from Saturday, 23 November 2019 at 05:24 UTC to Friday, 29 November 2019 at 09:40 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 : 5731
Unique Edges : 5871
Edges With Duplicates : 996
Total Edges : 6867
Number of Edge Types : 3
Mentions : 5196
Tweet : 957
Replies to : 714
Self-Loops : 957
Reciprocated Vertex Pair Ratio : 0.0127303819114573
Reciprocated Edge Ratio : 0.025140712945591
Connected Components : 1286
Single-Vertex Connected Components : 666
Maximum Vertices in a Connected Component : 2057
Maximum Edges in a Connected Component : 2205
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 2.277671
Graph Density : 0.000162308841751315
Modularity : 0.739809
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 5,731 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 Saturday, 30 November 2019 at 04:58 UTC.

The requested start date was Saturday, 30 November 2019 at 01:01 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 6-day, 4-hour, 16-minute period from Saturday, 23 November 2019 at 05:24 UTC to Friday, 29 November 2019 at 09:40 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:
[36] https://twitter.com/ellejkaye/status/1199392418984017921
[23] https://www.yahoo.com/news/baby-born-pregnant-her-own-171153027.html?.tsrc=fauxdal
[19] https://radiopaedia.org/cases/uterine-suture-dehiscence-with-endometritis-and-abscess-formation?lang=gb
[14] https://www.insider.com/baby-pregnant-with-sibling-needed-c-section-fetus-in-fetu-2019-11
[13] https://www.insider.com/baby-pregnant-with-sibling-needed-c-section-fetus-in-fetu-2019-11?utm_content=bufferf4741&utm_medium=social&utm_source=facebook.com&utm_campaign=buffer-insider-main
[12] https://twitter.com/mylifeischaos/status/1199497920996921344
[10] https://news.yahoo.com/baby-born-pregnant-her-own-171153027.html
[8] https://www.insider.com/baby-pregnant-with-sibling-needed-c-section-fetus-in-fetu-2019-11?utm_content=bufferf329b&utm_medium=social&utm_source=facebook.com&utm_campaign=buffer-ti
[8] https://twitter.com/shaunlintern/status/1197794231382884352
[8] https://news.yahoo.com/baby-born-pregnant-her-own-171153027.html?soc_src=community&soc_trk=tw

Top URLs in Tweet in G1:
[1] https://twitter.com/2019africa/status/1163883814285971461

Top URLs in Tweet in G2:
[24] https://twitter.com/ellejkaye/status/1199392418984017921
[18] https://www.yahoo.com/news/baby-born-pregnant-her-own-171153027.html?.tsrc=fauxdal
[12] https://twitter.com/mylifeischaos/status/1199497920996921344
[11] https://www.insider.com/baby-pregnant-with-sibling-needed-c-section-fetus-in-fetu-2019-11
[9] https://www.insider.com/baby-pregnant-with-sibling-needed-c-section-fetus-in-fetu-2019-11?utm_content=bufferf4741&utm_medium=social&utm_source=facebook.com&utm_campaign=buffer-insider-main
[8] https://news.yahoo.com/baby-born-pregnant-her-own-171153027.html
[8] https://www.insider.com/baby-pregnant-with-sibling-needed-c-section-fetus-in-fetu-2019-11?utm_content=bufferf329b&utm_medium=social&utm_source=facebook.com&utm_campaign=buffer-ti
[7] https://roaring.earth/sloth-born-c-section/?utm_source=ofb&utm_medium=pa&utm_campaign=7208
[3] https://twitter.com/_reneilwe_m/status/1197852265153015808
[3] https://twitter.com/DamnDRoseTweets/status/1196804341753139200

Top URLs in Tweet in G4:
[1] https://twitter.com/confusedmathem1/status/1199905901072662530
[1] https://twitter.com/Pro_life_ANCAP/status/1200074335324647424

Top URLs in Tweet in G5:
[5] https://twitter.com/ellejkaye/status/1199392418984017921

Top URLs in Tweet in G6:
[2] https://www.greatbigstory.com/stories/the-c-section-detective-dr-neel-shah-tries-to-solve-a-growing-problem
[1] http://bit.ly/1Z3A1TW
[1] https://www.youtube.com/watch?v=9-X-S8EHkFg

[1] https://jamanetwork.com/journals/jama/article-abstract/2755613?utm_source=facebook&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=112319
[1] https://twitter.com/candicepires/status/1198629275097714689

Top URLs in Tweet in G7:
[1] https://twitter.com/cnn/status/1200303192304750592

Top URLs in Tweet in G8:
[8] https://twitter.com/shaunlintern/status/1197794231382884352
[5] https://www.independent.co.uk/news/health/shrewsbury-maternity-scandal/shrewsbury-hospital-nhs-maternity-babies-caesarean-c-section-a9214236.html
[4] https://inews.co.uk/news/real-life/maternity-scandal-babies-shrewsbury-telford-hospital-nhs-trust-cesarean-1320344
[2] https://www.shropshirestar.com/news/2011/12/07/shropshire-caesarean-rate-is-the-lowest-in-england/
[2] https://www.thesun.co.uk/fabulous/10384282/couple-baby-girl-stillborn-ayrshire/
[1] https://www.dailymail.co.uk/health/article-7498417/Mothers-not-push-child-naturally-C-section-complications.html?ito=amp_twitter_share-top
[1] https://twitter.com/ShaunLintern/status/1197934081654345729
[1] https://www.independent.co.uk/news/health/shrewsbury-maternity-scandal/shrewsbury-maternity-scandal-nhs-babies-deaths-natural-birth-a9212636.html
[1] https://twitter.com/shaunlintern/status/1197935267115622401
[1] https://skystatement.com/shrewsbury-maternity-scandal-hospital-forced-to-backtrack-on-c-section-claim/

Top URLs in Tweet in G9:
[1] https://jamanetwork.com/journals/jama/article-abstract/2755613
[1] https://twitter.com/gasbugza/status/1198512158646116352
[1] https://twitter.com/mrsmaswime/status/1198667382132236288
[1] https://www.sciencedirect.com/science/article/abs/pii/S0952818019315843?via%3Dihub
[1] https://transfusionnews.com/2019/11/26/delayed-umbilical-cord-for-cesarean-deliveries-does-not-increase-maternal-blood-loss/
[1] https://twitter.com/ropivacaine/status/1199052089344831488
[1] https://www.thelancet.com/journals/langlo/article/PIIS2214-109X(19)30054-3/fulltext
[1] https://insights.ovid.com/crossref?an=00000539-201910000-00035

Top Domains
Top Domains in Tweet in Entire Graph:
[183] twitter.com
[54] yahoo.com
[41] insider.com
[28] co.uk
[20] radiopaedia.org
[16] instagram.com
[13] devdiscourse.com
[12] inhalemama.com
[11] nih.gov
[9] youtube.com

Top Domains in Tweet in G1:
[1] twitter.com

Top Domains in Tweet in G2:
[115] twitter.com
[31] insider.com
[31] yahoo.com
[12] instagram.com
[12] inhalemama.com
[11] co.uk
[7] roaring.earth
[5] facebook.com
[4] todaysparent.com
[3] msn.com

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

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

Top Domains in Tweet in G6:
[2] greatbigstory.com
[1] bit.ly
[1] youtube.com
[1] jamanetwork.com
[1] twitter.com

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

Top Domains in Tweet in G8:
[13] co.uk
[11] twitter.com
[2] shropshirestar.com
[1] skystatement.com
[1] theguardian.com

Top Domains in Tweet in G9:
[3] twitter.com
[1] jamanetwork.com
[1] sciencedirect.com
[1] transfusionnews.com
[1] thelancet.com
[1] ovid.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[34] cesarean
[28] sunway
[19] foamrad
[16] witness
[13] mothernotpatient
[13] scarylabourroomstories
[12] pregnancy
[11] c
[10] gleneagles
[10] pantai



Top Hashtags in Tweet in G2:
[11] c
[8] cesarean
[7] postnatal
[6] csection
[6] healing
[5] birth
[5] pregnancy
[4] scar
[3] baby
[3] hydration

Top Hashtags in Tweet in G4:
[1] birth

Top Hashtags in Tweet in G6:
[2] ptsafety
[1] birthstories
[1] midwives
[1] india

Top Hashtags in Tweet in G8:
[2] stillbirth
[2] caesarean
[1] mybirthmychoice

Top Hashtags in Tweet in G9:
[4] cesarean
[2] uhc
[1] obanes
[1] blooducation
[1] ptsafety
[1] obanaes2019
[1] everybirthisnatural
[1] labor
[1] obstetrics

Top Hashtags in Tweet in G10:
[28] sunway
[10] pantai
[10] gleneagles
[8] subang
[6] thomson

Top Words
Top Words in Tweet in Entire Graph:
[1493] Words in Sentiment List#1: Positive
[2737] Words in Sentiment List#2: Negative
[37] Words in Sentiment List#3: Angry/Violent
[130154] Non-categorized Words
[134384] Total Words
[2526] section
[2518] cesarean
[2338] birth
[2046] labour
[2014] during

Top Words in Tweet in G1:
[1915] found
[1915] during
[1915] pregnancy
[1915] boyfriend
[1915] married
[1915] went
[1915] labour
[1915] early
[1915] cesarean
[1915] birth

Top Words in Tweet in G2:
[655] section
[166] baby
[120] born
[115] emergency
[103] cesarean
[84] birth
[81] needed
[69] 'pregnant'
[64] remove
[61] sibling

Top Words in Tweet in G3:
[148] hanna_jameson
[148] meadwaj
[148] pregnant
[148] woman
[148] without
[148] insurance
[148] needing
[148] emergency
[148] section
[148] choice

Top Words in Tweet in G4:
[46] section
[23] ppact
[19] baby
[18] becccobain
[18] izzidabell
[16] bloodygeeker
[14] pregnancy
[14] abortion
[14] truth_thumper
[12] sam_deloach

Top Words in Tweet in G5:
[73] ellejkaye
[58] due
[57] rn_atheist
[57] earthdogelevena
[57] date
[55] weeks
[54] labour
[54] past
[53] doc
[53] decided

Top Words in Tweet in G6:
[52] cesarean
[39] effect
[39] delayed
[39] vs
[39] immediate
[39] umbilical
[39] cord
[39] clamping
[39] maternal
[39] blood

Top Words in Tweet in G7:
[76] dogs
[76] trouble
[76] breathing
[76] moving
[76] mating
[76] due
[76] being
[76] inbred
[76] more
[76] 90

Top Words in Tweet in G8:
[90] section
[44] rates
[32] trust
[24] low
[23] jamestitcombe
[23] bennett_c_
[19] saying
[18] shaunlintern
[15] emergency
[13] feel

Top Words in Tweet in G9:
[34] section
[25] opioid
[21] use
[20] world
[19] janetmartinwho
[16] value
[16] qlb
[14] anesthesia
[14] time
[14] first

Top Words in Tweet in G10:
[103] normal
[99] cesarean
[98] adnanizzuan
[91] delivery
[91] 000
[78] 500
[73] medical
[72] centre
[65] vaginal
[55] drugs

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1942] early,cesarean
[1929] cesarean,birth
[1925] during,pregnancy
[1921] went,labour
[1920] found,during
[1920] pregnancy,boyfriend
[1920] boyfriend,married
[1920] married,went
[1920] labour,early
[1919] reenewills,found

Top Word Pairs in Tweet in G1:
[1915] found,during
[1915] during,pregnancy
[1915] pregnancy,boyfriend
[1915] boyfriend,married
[1915] married,went
[1915] went,labour
[1915] labour,early
[1915] early,cesarean
[1915] cesarean,birth
[1914] reenewills,found

Top Word Pairs in Tweet in G2:
[108] emergency,section
[72] baby,born
[64] needed,emergency
[63] section,remove
[62] born,'pregnant'
[60] sibling,needed
[59] 'pregnant',sibling
[25] section,scar
[25] cesarean,section
[16] having,section

Top Word Pairs in Tweet in G3:
[148] hanna_jameson,meadwaj
[148] meadwaj,pregnant
[148] pregnant,woman
[148] woman,without
[148] without,insurance
[148] insurance,needing
[148] needing,emergency
[148] emergency,section
[148] section,choice
[148] choice,accept

Top Word Pairs in Tweet in G4:
[11] sam_deloach,happywife151
[11] happywife151,ppact
[9] izzidabell,truth_thumper
[9] izzidabell,pixelprotectors
[9] pixelprotectors,musiklpn
[9] musiklpn,remnantpodfan
[9] remnantpodfan,pro_life_ancap
[9] pro_life_ancap,terriplayshere
[9] terriplayshere,lilmotherhooker
[9] lilmotherhooker,firegoddessb

Top Word Pairs in Tweet in G5:
[57] rn_atheist,ellejkaye
[57] due,date
[52] ellejkaye,earthdogelevena
[52] earthdogelevena,doc
[52] doc,decided
[52] decided,induce
[52] induce,labour
[52] labour,cuz
[52] cuz,weeks
[52] weeks,past

Top Word Pairs in Tweet in G6:
[39] effect,delayed
[39] delayed,vs
[39] vs,immediate
[39] immediate,umbilical
[39] umbilical,cord
[39] cord,clamping
[39] clamping,maternal
[39] maternal,blood
[39] blood,loss
[39] loss,term

Top Word Pairs in Tweet in G7:
[76] dogs,trouble
[76] trouble,breathing
[76] breathing,moving
[76] moving,mating
[76] mating,due
[76] due,being
[76] being,inbred
[76] inbred,more
[76] more,90
[76] 90,delivered

Top Word Pairs in Tweet in G8:
[42] section,rates
[21] low,section
[15] emergency,section
[11] try,department
[11] department,wide
[11] wide,ethic
[10] yesterday,trust
[10] trust,claimed
[10] claimed,emergency
[10] rates,within

Top Word Pairs in Tweet in G9:
[20] opioid,use
[14] time,first
[12] safe,humane
[12] humane,section
[12] section,adequate
[12] adequate,anesthesia
[12] anesthesia,analgesia
[12] analgesia,one
[12] one,world
[12] world,significant

Top Word Pairs in Tweet in G10:
[72] medical,centre
[65] normal,vaginal
[52] centre,maternity
[52] maternity,package
[52] package,normal
[51] cesarean,section
[38] normal,delivery
[38] vaginal,rm
[34] cesarean,delivery
[32] 3d2n,single

Top Replied-To
Top Replied-To in Entire Graph:
@ellejkaye
@bennett_c_
@bloodygeeker
@readyforit1989
@angryaboutbikes
@cleclinicnews
@hayleysoraya
@beautyybird
@mylifeischaos
@ksserendipity

Top Replied-To in G3:
@hanna_jameson

Top Replied-To in G4:
@bloodygeeker
@prayingmrs
@judyhaggerty1
@confusedmathem1
@judcarp
@tymel0822
@manelneedsaname
@pastelmask
@libertyjen
@paulburns19a

Top Replied-To in G5:
@ellejkaye
@maie_lynn
@gmare18
@rn_atheist
@amyheckathorn
@sorry4theslay
@kevinsito_ny
@macandcheeks

Top Replied-To in G6:
@candicepires
@prossersnelling

Top Replied-To in G8:
@bennett_c_
@independent
@shaunlintern
@tvernostcarol
@radley_ms
@jamestitcombe
@sidibongo
@kayaburgess
@grrleastlikely2
@sue_haddon

Top Replied-To in G9:
@euklaas
@themillennialmd
@jeremyguemd
@janetmartinwho
@healthink

Top Mentioned
Top Mentioned in Entire Graph:
@reenewills
@meadwaj
@col13584420
@hanna_jameson
@adnanizzuan
@whitneycummings
@ellejkaye
@earthdogelevena
@rn_atheist
@captainasyraf

Top Mentioned in G1:
@reenewills

Top Mentioned in G2:
@inhalemama
@anxiety_bio
@badiiiac
@mo_meg
@mitigatepartner
@dressesdinosau1
@naijagists
@donatelifeaz

Top Mentioned in G3:
@meadwaj
@col13584420
@hanna_jameson

Top Mentioned in G4:
@ppact
@izzidabell
@becccobain
@truth_thumper
@happywife151
@nuria_amb_seny
@sam_deloach
@pixelprotectors
@jackivinson
@brasilmagic

Top Mentioned in G5:
@ellejkaye
@earthdogelevena
@rn_atheist
@drjengunter
@psycho_gypsy
@maie_lynn
@maniacalniah
@legaleagle88
@sincerelyyols
@leahhealth

Top Mentioned in G6:
@optimalclamping
@leapfroggroup
@donaintl
@neel_shah
@sagefemmesb
@dianethemidwife
@hannahdahlen
@godfrey_isaacs
@sarahdavies56
@sarahjbuckley

Top Mentioned in G7:
@whitneycummings

Top Mentioned in G8:
@jamestitcombe
@shaunlintern
@sue_haddon
@bennett_c_
@nadinemontgmery
@birthtrauma
@sathnhs
@independent
@dodobat
@rebeccacnreid

Top Mentioned in G9:
@janetmartinwho
@ropivacaine
@ruthi_landau
@pervezsultanmd
@emarianomd
@jama_current
@nkaseje
@rdrbme
@dolores_mckeen
@dal_anesthesia

Top Mentioned in G10:
@adnanizzuan

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@wengcookie
@alllibertynews
@koltovskoyyakov
@mlnangalama
@zerglinator
@derick04kt1772
@marciojmsilva
@leratomannya
@ellina_gen

Top Tweeters in G1:
@mohaz254
@tifethebawse
@prettyinharlem
@basedbrooke
@_deardiaryyy
@whyumadthough
@zintle_mkwela
@cieranicole____
@sofie_lovee
@hermescash

Top Tweeters in G2:
@koltovskoyyakov
@marciojmsilva
@56perumal
@watsupafrica
@israelnewslinks
@viportalinc
@___charlieb
@jcomm_newsfeeds
@sarcasmliving
@bitchimmikeb

Top Tweeters in G3:
@eddarrell
@sandradunn1955
@euethnic
@tbher_
@mitsawokett_uk
@mickster_1
@rajahtavares
@joandevizes
@solange_lebourg
@bcb2294

Top Tweeters in G4:
@solusnan1
@alerriebucky
@brasilmagic
@thedotp
@musiklpn
@42gnome
@bleudawn7
@katpa73
@tundrawolfqueen
@firegoddessb

Top Tweeters in G5:
@macandcheeks
@playm8z
@slaylongloveyou
@sokattastic
@cust3rd
@vintageswank
@queenoftacos
@bamaintrovert
@drjengunter
@atlpartycrasher

Top Tweeters in G6:
@sagefemmesb
@christi85573643
@lizmayessex
@evanteijlingen
@castrocloud
@robinpregnancy
@hhask
@fwmaternity
@joannestark6
@flowepower66

Top Tweeters in G7:
@cahbuzelim
@writer6
@msheatherbeaver
@19000usman
@tylertas
@kalekemo
@diialexandria
@richardweiner
@telemanndobie
@simplymariac

Top Tweeters in G8:
@independent
@ms_peaceweaver
@mailonline
@joinedu1
@kenzeroharm
@drpetra
@shaunlintern
@hagenilda
@rebeccacnreid
@carriemaisie

Top Tweeters in G9:
@ron_george
@amit_pawa
@gonggasgirl
@jama_current
@emarianomd
@johnmeara
@drromanzi
@alexandersonmd
@rosshofmeyr
@dr_rajgupta

Top Tweeters in G10:
@mistaaimanvevo
@liyanalunia
@ansfdzl
@l0unzl
@nughulatigha
@husnazolkifli
@_shrnaa
@nazierah_azhar
@azzalinaazpah
@gebarputih


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.