cesarean OR c-section, Twitter, 2/4/2022 2:36:50 PM, 271329


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cesarean OR c-section_2022-02-04_06-14-38.xlsx
cesarean OR c-section_2022-02-04_06-14-38.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 04, 2022
Short Description:
cesarean OR c-section via NodeXL https://bit.ly/34uHkU2
@emmeejacobs
@muhammadeizat
@sdenta
@emilybanting1
@wjclark4
@awokerosearisen
@mamadoctorjones
@tanyakanrl
@katiefromtexas
@adikmaria

Top hashtags:
#cesarean
#smfm22
#physicians
#lindamama
#csection
#neopapers

Description:
Description
The graph represents a network of 8,739 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 Friday, 04 February 2022 at 14:22 UTC.

The requested start date was Friday, 04 February 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 10-day, 18-hour, 39-minute period from Monday, 24 January 2022 at 06:09 UTC to Friday, 04 February 2022 at 00:49 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 : 8739
Unique Edges : 3797
Edges With Duplicates : 10449
Total Edges : 14246
Number of Edge Types : 5
Tweet : 1301
Replies to : 1338
Retweet : 4847
MentionsInRetweet : 5306
Mentions : 1454
Self-Loops : 1322
Reciprocated Vertex Pair Ratio : 0.0145459310706329
Reciprocated Edge Ratio : 0.028674761043658
Connected Components : 1871
Single-Vertex Connected Components : 855
Maximum Vertices in a Connected Component : 1703
Maximum Edges in a Connected Component : 3347
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 2.227069
Graph Density : 0.000101386326402526
Modularity : 0.554431
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 8,739 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 Friday, 04 February 2022 at 14:22 UTC.

The requested start date was Friday, 04 February 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 10-day, 18-hour, 39-minute period from Monday, 24 January 2022 at 06:09 UTC to Friday, 04 February 2022 at 00:49 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:
[9] https://twitter.com/meaghano/status/1488911622689099776
[6] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.ajog.org%2Farticle%2FS0002-9378%2821%2900834-6%2Ffulltext&rc=0
[5] https://twitter.com/sierrathemom/status/1486878469401284612
[5] https://twitter.com/marcorubio/status/1487468741009059840
[5] https://twitter.com/millyruskin/status/1485310048041590788
[5] https://www.ok.co.uk/celebrity-news/dancing-ice-pro-yebin-mok-26013775
[4] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.ajog.org%2Farticle%2FS0002-9378%2820%2930038-7%2Ffulltext&rc=0
[4] https://spitupandsitups.com/c-section-recovery-must-haves/
[4] https://www.mirror.co.uk/tv/tv-news/ben-wishaw-shown-how-perform-26101198
[3] https://www.nlm.nih.gov/exhibition/cesarean/part1.html

Top URLs in Tweet in G2:
[4] https://twitter.com/millyruskin/status/1485310048041590788
[4] https://twitter.com/marcorubio/status/1487468741009059840
[4] https://spitupandsitups.com/c-section-recovery-must-haves/
[4] https://twitter.com/meaghano/status/1488911622689099776
[3] https://twitter.com/nillzmarco/status/1487069448037191688
[3] https://twitter.com/muhammadeizat/status/1488359450029162498
[2] https://trialbulletin.com/lib/entry/ct-05206682
[2] https://twitter.com/Afrixion/status/1486009909233733640
[2] https://www.youtube.com/watch?v=BTaQJGRRDLo&feature=youtu.be

[2] https://www.cbs19.tv/article/news/health/kentucky-mother-pregnancy-covid-emergency-csection-birth-daughter-weeks-later-elizabethtown/417-7bcac468-82da-4335-8a0d-aa2a479b84fa

Top URLs in Tweet in G4:
[1] https://twitter.com/ainunnajib/status/1487575625732739072

Top URLs in Tweet in G6:
[1] https://twitter.com/DoritoBoland85/status/1487921810586976264
[1] https://twitter.com/DavidFaragalli/status/1488265772379955202
[1] https://www.cesareanrates.org

Top URLs in Tweet in G7:
[1] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2F156362631095762%2Fposts%2F5013747025357274%2F

Top URLs in Tweet in G9:
[1] https://www.wave3.com/2022/01/26/hardin-county-woman-nearly-dies-covid-while-pregnant/

Top URLs in Tweet in G10:
[5] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.ajog.org%2Farticle%2FS0002-9378%2821%2900834-6%2Ffulltext&rc=0
[4] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.ajog.org%2Farticle%2FS0002-9378%2820%2930038-7%2Ffulltext&rc=0
[2] https://www.obgproject.com/2017/08/09/candidate-vaginal-birth-cesarean-section/
[2] https://www.obgproject.com/2022/02/01/is-elevated-platelet-count-associated-with-future-cancer-diagnosis/
[1] https://www.ajog.org/article/S0002-9378(21)01274-6/fulltext
[1] https://www.ajog.org/article/S0002-9378(21)01275-8/fulltext
[1] https://www.ajog.org/article/S0002-9378(21)01280-1/fulltext
[1] https://twitter.com/ruthi_landau/status/1486438585800744966
[1] https://www.ajog.org/article/S0002-9378(21)00542-1/fulltext
[1] https://www.ajog.org/article/S0002-9378(21)00866-8/fulltext

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[48] cesarean
[35] smfm22
[26] physicians
[18] lindamama
[13] csection
[12] neopapers
[12] neotwitter
[11] abandoned
[11] distress
[11] pain



Top Hashtags in Tweet in G1:
[4] saveournhs

Top Hashtags in Tweet in G2:
[10] csection
[9] cesarean
[6] pregnancy
[5] goldmidwifery2022
[5] goldlearning
[4] lindamama
[4] midwifery
[4] medtwitter
[4] iamgold
[4] midwife

Top Hashtags in Tweet in G10:
[32] smfm22
[6] cesarean
[4] icymi
[3] obgyn
[3] obstetrics
[3] pregnancy
[3] mfm
[2] pas
[2] hcsm
[2] womenshealth

Top Words
Top Words in Tweet in Entire Graph:
[5964] section
[2472] baby
[2026] emergency
[1805] first
[1797] weeks
[1703] early
[1677] 10
[1650] severe
[1642] granddaughter
[1642] preeclampsia

Top Words in Tweet in G1:
[1638] baby
[1638] section
[1633] emergency
[1632] 10
[1632] emmeejacobs
[1632] weeks
[1632] severe
[1631] granddaughter
[1631] first
[1631] early

Top Words in Tweet in G2:
[837] section
[167] cesarean
[153] baby
[106] birth
[82] born
[72] emergency
[69] delivery
[66] one
[57] having
[56] scar

Top Words in Tweet in G3:
[826] section
[826] dan
[825] kering
[825] cepat
[824] muhammadeizat
[824] yg
[824] penting
[824] wound
[824] kena
[824] sentiasa

Top Words in Tweet in G4:
[599] sdenta
[598] tw
[598] one
[598] traumatic
[598] experience
[598] doctor
[598] keep
[598] newborn
[598] breathing
[597] colleagu

Top Words in Tweet in G5:
[136] answer
[135] katiefromtexas
[135] ok
[135] fine
[135] men
[135] pregnant
[135] few
[135] questions
[135] baby
[135] come

Top Words in Tweet in G6:
[22] section
[14] abortion
[13] life
[10] mansplainingab1
[9] one
[9] cesarean
[8] fetus
[8] mariettad9
[8] janekn0wsbest
[8] krispi_largo

Top Words in Tweet in G7:
[95] mamadoctorjones
[61] section
[56] life
[44] pro
[40] baby
[39] question
[34] doctors
[33] respond
[32] genuine
[32] esp

Top Words in Tweet in G8:
[120] section
[91] pastor
[90] religious
[90] belief
[90] puts
[90] health
[90] risk
[90] abhored
[89] toyosigodwin
[89] bel

Top Words in Tweet in G9:
[76] chelsea
[75] collett
[75] 38
[75] died
[75] nov
[75] 2021
[75] teacher
[75] robert
[75] pyles
[75] stem

Top Words in Tweet in G10:
[74] cesarean
[34] delivery
[32] #smfm22
[24] mysmfm
[21] study
[20] ajog_thegray
[19] scar
[15] fetal
[13] deliveries
[12] vaginal

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1951] emergency,section
[1660] baby,emergency
[1646] first,baby
[1643] weeks,early
[1640] 10,weeks
[1639] section,10
[1637] granddaughter,first
[1637] early,severe
[1637] severe,preeclampsia
[1637] preeclampsia,imminent

Top Word Pairs in Tweet in G1:
[1633] emergency,section
[1631] granddaughter,first
[1631] first,baby
[1631] baby,emergency
[1631] section,10
[1631] 10,weeks
[1631] weeks,early
[1631] early,severe
[1631] severe,preeclampsia
[1631] preeclampsia,imminent

Top Word Pairs in Tweet in G2:
[61] emergency,section
[52] cesarean,section
[41] born,section
[35] section,scar
[23] having,section
[18] release,date
[17] give,birth
[17] section,baby
[15] section,recovery
[15] recovering,section

Top Word Pairs in Tweet in G3:
[824] yg,penting
[824] penting,wound
[824] wound,section
[824] section,kena
[824] kena,sentiasa
[824] sentiasa,bersih
[824] bersih,kering
[824] kering,masa
[824] masa,berpantang
[824] berpantang,badan

Top Word Pairs in Tweet in G4:
[598] tw,one
[598] one,traumatic
[598] traumatic,experience
[598] experience,doctor
[598] doctor,keep
[598] keep,newborn
[598] newborn,breathing
[597] sdenta,tw
[597] breathing,colleagu

Top Word Pairs in Tweet in G5:
[135] ok,fine
[135] fine,men
[135] men,pregnant
[135] pregnant,few
[135] few,questions
[135] questions,baby
[135] baby,come
[135] come,section
[135] section,answer
[134] katiefromtexas,ok

Top Word Pairs in Tweet in G6:
[7] flightmedicems,thelivingkira
[7] thelivingkira,ziggywilde
[7] rsrap4,_dream_out_loud
[5] abortion,never
[5] stopthepewpew,outafter_dark
[5] outafter_dark,annaeck73
[5] annaeck73,raginxcajun
[5] raginxcajun,badams820
[5] iwanttotalk_now,magda999992
[5] magda999992,e2hd7a

Top Word Pairs in Tweet in G7:
[35] pro,life
[33] life,doctors
[32] genuine,question
[32] question,esp
[32] esp,consider
[32] consider,yourself
[32] yourself,pro
[32] doctors,respond
[32] respond,competent
[32] competent,adult

Top Word Pairs in Tweet in G8:
[90] religious,belief
[90] belief,puts
[90] puts,health
[90] health,risk
[90] risk,abhored
[90] abhored,section
[90] section,pastor
[89] toyosigodwin,religious
[89] pastor,bel
[29] never,understand

Top Word Pairs in Tweet in G9:
[75] chelsea,collett
[75] collett,38
[75] 38,died
[75] died,nov
[75] nov,2021
[75] 2021,teacher
[75] teacher,robert
[75] robert,pyles
[75] pyles,stem
[75] stem,academy

Top Word Pairs in Tweet in G10:
[30] cesarean,delivery
[18] cesarean,scar
[11] cesarean,deliveries
[10] conservative,management
[10] management,cesarean
[10] cesarean,hysterectomy
[10] hysterectomy,placenta
[10] placenta,accreta
[10] accreta,spectrum
[10] spectrum,paccreta

Top Replied-To
Top Replied-To in Entire Graph:
@mamadoctorjones
@emmabostian
@marcorubio
@fuzzymittens
@nox_qwabe
@pulte
@badmedicaltakes
@sandylocks
@maryxwetzel
@mamawiki_

Top Replied-To in G1:
@emmeejacobs
@shysarahtops

Top Replied-To in G4:
@sdenta

Top Replied-To in G5:
@katiefromtexas

Top Replied-To in G6:
@kaylachowshow
@projectsarllo
@abortionchat
@blakdragonclaw
@medwoman1
@presta_j
@pro13a
@doritoboland85
@davidfaragalli
@ponygirl923

Top Replied-To in G7:
@mamadoctorjones
@nathannobis
@secularprolife
@rmatthewspsyedu
@drcalummiller
@pollyda53975374
@catsandteas
@juliajuliagulia
@knotcoppercurls
@sinistercyr

Top Replied-To in G8:
@respiratorydafe

Top Replied-To in G10:
@mysmfm
@drnickb_obanaes
@freyisprochoice

Top Mentioned
Top Mentioned in Entire Graph:
@emmeejacobs
@muhammadeizat
@sdenta
@katiefromtexas
@toyosigodwin
@losttocovid
@yacobg42
@sandylocks
@shaunking
@adikmaria

Top Mentioned in G1:
@emmeejacobs
@charlottewyman1

Top Mentioned in G2:
@candchospital
@nacmem
@drsaveyourass
@originlbookgirl
@worldcodation
@ucla_bruinchili
@ic3xotic
@lifeandthelords
@big_leea

Top Mentioned in G3:
@muhammadeizat

Top Mentioned in G4:
@sdenta

Top Mentioned in G5:
@katiefromtexas
@shaykay1717

Top Mentioned in G6:
@mansplainingab1
@mariettad9
@janekn0wsbest
@krispi_largo
@_dream_out_loud
@ziggywilde
@thelivingkira
@rsrap4
@gannitonya
@jgainsbourgh

Top Mentioned in G7:
@mamadoctorjones
@kaitlynrosemar3
@bookwyrm102571
@hecticbuthappy
@atriana
@alithissofia
@hlthmatters_et
@feistyrn10
@secularprolife
@prof_kaczor

Top Mentioned in G8:
@toyosigodwin
@respiratorydafe

Top Mentioned in G9:
@losttocovid
@cleavon_md

Top Mentioned in G10:
@mysmfm
@ajog_thegray
@acog
@crobinsonmfm
@kryptokal
@hacketke
@brighamobanes
@iars_journals
@uthealthobgyn
@ucsd_obgyn

Top Tweeters
Top Tweeters in Entire Graph:
@kamzou08
@s9tmt
@stigmabasea
@roblwilson
@delta
@richslate
@daily_express
@jenkers_en
@sandradunn1955
@lehimesa

Top Tweeters in G1:
@s9tmt
@roblwilson
@sandradunn1955
@jpjanson
@mae_carson2
@euethnic
@spanishdan1
@catherinemginn
@aspiemum
@justmebeingme4

Top Tweeters in G2:
@kamzou08
@stigmabasea
@jenkers_en
@stigmabase
@_globalcareers
@mile_by_mile
@janniareyouokay
@qweeniey
@shane_blue20
@__kamkammm

Top Tweeters in G3:
@atiqahrhm
@mizunohopkins
@meknimmm
@watiesam_
@pkckam
@mahathiralhadi
@ibuperi__
@faiz_rukia
@_nurairin_
@izzatyhusna_

Top Tweeters in G4:
@infiniteljong
@baesvt_n
@jxnghyunn
@obatbatukwoodz
@087on
@_jangmanwol
@maretaadp
@milezaharries
@bibitmecin
@dmwsdq

Top Tweeters in G5:
@cannoneerfour
@jimboazil
@rail581
@masskuroyal
@messianic4trump
@ryanmoore001
@jerrydiy99
@gbky1
@conservativecch
@swallace101

Top Tweeters in G6:
@tamzilla_52
@vickie627
@medwoman1
@viktor_renquist
@eyeedinburgh
@smartassicus
@zennginger
@stevieanntas
@16po
@iwanttotalk_now

Top Tweeters in G7:
@kaisap112
@martybeetsphoto
@ketagoesglobal
@sezclom
@pixelprotectors
@mom2nmmonkeys
@boysek
@bookwyrm102571
@breaunaclifford
@comk4ver

Top Tweeters in G8:
@badstiles
@teclef
@helenmar11
@off_cock
@teejanson
@mayback77
@emampam
@rapzyrita1
@toyosigodwin
@purelymide

Top Tweeters in G9:
@katcapps
@changetocindy
@mijomojo1
@crlulukat
@heysyd
@kirkmurphy
@chickilopiccolo
@zulaqi
@torontoddg
@mariasammutmasc

Top Tweeters in G10:
@shabrina_adliah
@uofuhealth
@ever8202
@drsuegross
@myzonedrong
@theobgproject
@icahnmountsinai
@ajog_thegray
@pennmedicine
@mysmfm


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