cesarean OR c-section, Twitter, 6/23/2019 7:20:02 PM, 200814


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cesarean OR c-section_2019-06-23_10-04-05.xlsx
cesarean OR c-section_2019-06-23_10-04-05.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 23, 2019
Short Description:
cesarean OR c-section via NodeXL http://bit.ly/2ZHNQip
@locuta
@aptninfocus
@sesmith
@roseperson
@tejasaivalli
@abigailstrom
@midnightmarey
@fight4women
@davidlambex
@ppact

Top hashtags:
#kashmir
#mahilautthanmandal_bringingchangeinsociety
#stolen
#neverforget

Description:
Description
The graph represents a network of 6,136 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, 23 June 2019 at 17:07 UTC.

The requested start date was Sunday, 23 June 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 6-day, 18-hour, 15-minute period from Sunday, 16 June 2019 at 05:45 UTC to Sunday, 23 June 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 : 6136
Unique Edges : 5920
Edges With Duplicates : 778
Total Edges : 6698
Number of Edge Types : 3
Mentions : 4905
Replies to : 784
Tweet : 1009
Self-Loops : 1009
Reciprocated Vertex Pair Ratio : 0.0134955331685991
Reciprocated Edge Ratio : 0.0266316579144786
Connected Components : 1397
Single-Vertex Connected Components : 732
Maximum Vertices in a Connected Component : 1542
Maximum Edges in a Connected Component : 1717
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.544059
Graph Density : 0.000141641403918143
Modularity : 0.825483
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[54] https://www.youtube.com/watch?v=Uox8ZOSXL44&feature=youtu.be

[45] https://www.independent.co.uk/news/uk/home-news/fox-cubs-caesarean-mother-wessex-sussex-cowfold-vixen-road-a8916306.html
[33] http://medicalkidnap.com/2019/06/14/parents-of-baby-kidnapped-after-forced-cesarean-in-connecticut-hospital-call-on-public-to-attend-hearing-to-remove-parental-rights/
[13] https://www.nytimes.com/2019/06/21/us/migrant-children-border-soap.html
[10] https://jezebel.com/c-section-stigma-is-contributing-to-maternal-mortality-1835649984?utm_medium=socialflow&utm_campaign=socialfow_jezebel_twitter&utm_source=jezebel_twitter
[8] https://www.youtube.com/watch?v=ZbKEj7Vv6xQ&feature=youtu.be

[7] https://link.springer.com/article/10.1007/s12630-019-01355-2
[6] https://irishtwinsmomma.com/c-section/
[6] https://medicalkidnap.com/2019/06/14/parents-of-baby-kidnapped-after-forced-cesarean-in-connecticut-hospital-call-on-public-to-attend-hearing-to-remove-parental-rights/
[6] https://twitter.com/ullahi_/status/1140552110649552896

Top URLs in Tweet in G1:
[30] https://www.youtube.com/watch?v=Uox8ZOSXL44&feature=youtu.be

[17] http://medicalkidnap.com/2019/06/14/parents-of-baby-kidnapped-after-forced-cesarean-in-connecticut-hospital-call-on-public-to-attend-hearing-to-remove-parental-rights/
[6] https://www.nytimes.com/2019/06/21/us/migrant-children-border-soap.html
[5] https://www.historyextra.com/period/ancient-egypt/facts-history-medicine-weird-medieval/
[4] https://twitter.com/ullahi_/status/1140552110649552896
[3] https://twitter.com/nhsmillion/status/1139815126020829184
[3] https://www.allure.com/story/brazil-c-section-parties?utm_source=dlvr.it&utm_medium=twitter
[3] https://twitter.com/naomibobier/status/1141184833277722624
[3] https://twitter.com/cleclinicnews/status/1141262089115381764
[3] https://irishtwinsmomma.com/c-section/

Top URLs in Tweet in G4:
[1] https://www.nytimes.com/2019/06/21/us/migrant-children-border-soap.html

Top URLs in Tweet in G5:
[1] https://www.nytimes.com/2019/06/21/us/migrant-children-border-soap.html

Top URLs in Tweet in G8:
[1] https://twitter.com/APTNNews/status/1141846274666311681
[1] https://aptnnews.ca/2019/06/20/b-c-cfs-moves-in-to-seize-90-minute-old-baby-on-report-of-neglect/

Top URLs in Tweet in G9:
[3] https://www.nytimes.com/2019/06/05/opinion/hospital-cesarean-section.html
[2] https://www.ncbi.nlm.nih.gov/m/pubmed/17011397/?i=44&from=fecal%20AND%20incontinence%20AND%20childbirth%20AND%20cesarean%20AND%20section
[1] https://www.mirror.co.uk/news/uk-news/mum-who-wanted-more-children-16780720?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[1] https://www.semanticscholar.org/paper/Successful-vaginal-birth-after-prior-cesarean-in-a-Park-Lee/d3260340864205fd43355b42e81c614f2fe68bef
[1] https://twitter.com/SepandAlavi/status/1140636828103577601
[1] https://www.grbj.com/articles/93615-hospitals-honored-for-maternity-care
[1] https://www.smh.com.au/lifestyle/gender/should-women-need-to-consent-to-a-natural-birth-20190613-p51xdg.html
[1] https://twitter.com/ukgsosa/status/1140662797946281985
[1] https://obgyn.onlinelibrary.wiley.com/doi/full/10.1111/aogs.12582#.XQdXNnq01_k.twitter
[1] https://onlinelibrary.wiley.com/doi/full/10.1111/birt.12348#

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[185] kashmir
[81] mahilautthanmandal_bringingchangeinsociety
[57] stolen
[57] neverforget
[57] longtimemissing
[57] terrier
[34] ohio
[30] cesarean
[19] rcog2019
[17] normalbirth19



Top Hashtags in Tweet in G1:
[31] mahilautthanmandal_bringingchangeinsociety
[11] c
[10] pregnancy
[9] csection
[7] postnatal
[6] birth
[6] healing
[5] nhsmillion
[5] baby
[4] birthplan

Top Hashtags in Tweet in G6:
[179] kashmir

Top Hashtags in Tweet in G9:
[17] normalbirth19
[12] cesarean
[9] rcog2019
[5] midwives
[2] midwivesmakeadifference
[1] labupdate
[1] intervention
[1] caesarean
[1] teambasedcare

Top Words
Top Words in Tweet in Entire Graph:
[1997] Words in Sentiment List#1: Positive
[4674] Words in Sentiment List#2: Negative
[35] Words in Sentiment List#3: Angry/Violent
[125840] Non-categorized Words
[132511] Total Words
[3600] c
[3048] section
[1497] t
[1290] mother
[1272] emergency

Top Words in Tweet in G1:
[598] section
[550] c
[248] cesarean
[175] baby
[121] surgery
[119] know
[110] here
[108] delivery
[102] t
[102] possible

Top Words in Tweet in G2:
[700] locuta
[700] mother
[700] emergency
[700] c
[699] 17
[699] year
[699] old
[699] guatemala
[698] lawyers
[698] encountered

Top Words in Tweet in G3:
[349] rizkykristianti
[344] choose
[344] feminist
[344] saw
[344] before
[344] eyes
[344] woman
[344] bleed
[344] death
[344] bc

Top Words in Tweet in G4:
[213] c
[211] 17
[211] year
[211] old
[211] section
[210] roseperson
[210] t
[209] mother
[209] guatemala
[209] couldn

Top Words in Tweet in G5:
[204] c
[202] section
[199] talked
[199] attorney
[199] today
[199] young
[199] client
[199] swam
[199] river
[199] antibiotics

Top Words in Tweet in G6:
[212] ullahi_
[189] kashmir
[187] birth
[187] doctors
[181] need
[181] woman
[179] hold
[179] accountable
[179] time
[179] gives

Top Words in Tweet in G7:
[194] born
[194] through
[194] c
[194] section
[194] don
[194] t
[194] birthday
[194] carving
[194] day
[193] ewdatsgross

Top Words in Tweet in G8:
[188] c
[186] section
[180] hour
[180] half
[180] enduring
[180] delivery
[180] kamloops
[180] hospital
[180] indigenous
[180] couple

Top Words in Tweet in G9:
[67] section
[66] c
[56] cesarean
[41] neel_shah
[39] women
[27] out
[27] kajsabrimdyr
[26] risk
[26] birth
[26] paulinemhull

Top Words in Tweet in G10:
[276] section
[139] c
[137] psychologydoc
[137] caesarean
[137] procedure
[2] vbacs

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2804] c,section
[1234] emergency,c
[1026] couldn,t
[1016] stand,complications
[1015] year,old
[1014] complications,emergency
[1013] t,stand
[1005] old,mother
[997] 17,year
[994] mother,guatemala

Top Word Pairs in Tweet in G1:
[547] c,section
[96] know,surgeons
[96] surgeons,uganda
[96] uganda,developed
[96] developed,cesarean
[96] cesarean,procedures
[96] procedures,cataract
[96] cataract,surgery
[96] surgery,possible
[96] possible,6th

Top Word Pairs in Tweet in G2:
[699] 17,year
[699] year,old
[699] emergency,c
[698] lawyers,encountered
[698] encountered,17
[698] old,mother
[698] mother,guatemala
[698] guatemala,couldn
[698] couldn,t
[698] t,stand

Top Word Pairs in Tweet in G3:
[344] choose,feminist
[344] feminist,saw
[344] saw,before
[344] before,eyes
[344] eyes,woman
[344] woman,bleed
[344] bleed,death
[344] death,bc
[344] bc,husband
[344] husband,allow

Top Word Pairs in Tweet in G4:
[211] 17,year
[211] year,old
[211] c,section
[209] old,mother
[209] mother,guatemala
[209] guatemala,couldn
[209] couldn,t
[209] t,stand
[209] stand,complications
[209] complications,emergency

Top Word Pairs in Tweet in G5:
[202] c,section
[199] talked,attorney
[199] attorney,today
[199] today,young
[199] young,client
[199] client,swam
[199] swam,river
[199] river,c
[199] section,antibiotics
[199] antibiotics,taken

Top Word Pairs in Tweet in G6:
[179] need,hold
[179] hold,doctors
[179] doctors,kashmir
[179] kashmir,accountable
[179] accountable,time
[179] time,woman
[179] woman,gives
[179] gives,birth
[179] birth,#kashmir
[178] ullahi_,need

Top Word Pairs in Tweet in G7:
[194] born,through
[194] through,c
[194] c,section
[194] section,don
[194] don,t
[194] t,birthday
[194] birthday,carving
[194] carving,day
[193] ewdatsgross,born

Top Word Pairs in Tweet in G8:
[186] c,section
[180] hour,half
[180] half,enduring
[180] enduring,c
[180] section,delivery
[180] delivery,kamloops
[180] kamloops,hospital
[180] hospital,indigenous
[180] indigenous,couple
[180] couple,exhausted

Top Word Pairs in Tweet in G9:
[63] c,section
[21] commonest,causes
[21] causes,litigation
[21] litigation,obstetrics
[21] obstetrics,intrapartum
[21] intrapartum,management
[21] management,c
[21] section,cp
[21] cp,specifically
[21] specifically,antenatal

Top Word Pairs in Tweet in G10:
[139] c,section
[137] caesarean,section
[137] section,c
[137] section,procedure
[136] psychologydoc,caesarean

Top Replied-To
Top Replied-To in Entire Graph:
@ullahi_
@kitten_academy
@volatileamine
@ellismarianne
@scottwalker
@naral
@obsevidence
@brookeramirez55
@antihero_kate
@connorsmama19

Top Replied-To in G2:
@locuta
@1mikeg1

Top Replied-To in G3:
@rizkykristianti
@irmasetya_

Top Replied-To in G4:
@roseperson

Top Replied-To in G6:
@ullahi_
@syedabidshah
@yaminwani1980
@_zoyamir
@buccinator_

Top Replied-To in G8:
@czedwards

Top Replied-To in G9:
@ellismarianne
@obsevidence
@paulinemhull
@masic_uk
@ukgsosa
@hannahdahlen
@repjayapal
@hibasaleem
@nytimes
@prossersnelling

Top Replied-To in G10:
@psychologydoc

Top Mentioned
Top Mentioned in Entire Graph:
@locuta
@rizkykristianti
@roseperson
@ullahi_
@sesmith
@ewdatsgross
@aptninfocus
@psychologydoc
@lyndseyfifield
@rosiedoc666

Top Mentioned in G1:
@inhalemama
@damarsdurham7
@harbinbook
@_guttaaaa
@_syntique23
@dressesdinosau1
@ricocolon1
@visuald0pe
@khairoshi

Top Mentioned in G2:
@locuta

Top Mentioned in G3:
@rizkykristianti
@irmasetya_
@newsplatter

Top Mentioned in G4:
@roseperson
@inspiteoftrump
@msemcb
@locuta
@honkytonkwoman2
@hoddyharrington

Top Mentioned in G5:
@sesmith
@siobhandowling
@locuta
@roseperson

Top Mentioned in G6:
@ullahi_
@listenshahid
@syedabidshah
@amreen_naqash
@drsyedsehrish
@buccinator_

Top Mentioned in G7:
@ewdatsgross

Top Mentioned in G8:
@aptninfocus
@cenobyte
@locuta
@sesmith
@aptnnews

Top Mentioned in G9:
@neel_shah
@kajsabrimdyr
@paulinemhull
@sararararara
@harvardchansph
@rcobsgyn
@morris_ep
@prossersnelling
@birthrightsorg
@n_montgom_brown

Top Mentioned in G10:
@psychologydoc

Top Tweeters
Top Tweeters in Entire Graph:
@pulpnews
@tesco
@feedingjoy
@jurylady5
@united
@rathoregs726
@sgh_rts
@bannerite
@inspiteoftrump
@willseattle

Top Tweeters in G1:
@pulpnews
@feedingjoy
@manilabulletin
@biren419
@firstpressng
@satishjangra20
@_moonferguson
@nzstuff
@cbs21news
@wbtv_news

Top Tweeters in G2:
@jurylady5
@willseattle
@kerirn
@marcvegan
@laura_jazo
@womensaveusa
@lynncatwalters
@amy_in_michigan
@marydram
@twobaskets

Top Tweeters in G3:
@yayan0628
@tofuyeol
@hopetimjang
@satsuyurami
@ilmaharani
@dianonno
@mcmahel
@newsplatter
@rizkykristianti
@bananahoe

Top Tweeters in G4:
@inspiteoftrump
@jodotcom
@teetweetshere
@geostompx
@inpoco
@bernieupstateny
@fj_newman
@gracels
@g8trz4ever
@rhapsodynbloom

Top Tweeters in G5:
@sueleugers
@sfdirewolf
@shecyclesnbi
@docfreeride
@ceajanet
@thesarahkelly
@leafwarbler
@politics_nyy
@jlms_qkw
@footballfillibu

Top Tweeters in G6:
@greysasquatch
@mirzatufael
@_faysal
@autumnshade
@funsukh_wangdu
@anzar_wani
@aa3132
@iamloafar
@roufbhat_
@cbeyondobvious

Top Tweeters in G7:
@aklee_writes
@christianmingel
@jillianweber_
@primadonnagyai
@tess_ge
@greenygonzolis
@danicanalini
@mallorymatia
@theone_desired
@brimillllla

Top Tweeters in G8:
@terrilltf
@cenobyte
@mouthygurl
@ilarose
@madhatressto
@msspoonr
@fleurdelis30
@grrrr_shark
@2017_itstime
@maryanne_rose

Top Tweeters in G9:
@nytimes
@monitor_ph
@jennythem
@sagefemmesb
@teunemans
@jahangirsartaj
@rebeccacnreid
@emmajanesas
@thelovelymaeve
@lizmayessex

Top Tweeters in G10:
@4maal9
@liyanakma
@shaybekillnem
@bricelebrity
@olori_aduke
@_naesty
@ainazainal_
@nadyaafaisal
@miss_amicable
@jinniusgurl


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