cesarean OR c-section, Twitter, 3/4/2022 2:33:49 PM, 272483


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cesarean OR c-section_2022-03-04_06-14-38.xlsx
cesarean OR c-section_2022-03-04_06-14-38.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 04, 2022
Short Description:
cesarean OR c-section via NodeXL https://bit.ly/3ttVwFN
@spbeale
@yvettelu
@goncharenkoua
@_saavus
@kelyshia
@mondaysaries
@jungmanlaura
@anwin15
@bbcworld
@cbsnews

Top hashtags:
#foodallergy
#thankarepublican
#acupuncture
#cesarean
#pregnancy
#neopapers
#neotwitter

Description:
Description
The graph represents a network of 7,958 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 March 2022 at 14:19 UTC.

The requested start date was Friday, 04 March 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 4-day, 12-hour, 7-minute period from Sunday, 27 February 2022 at 12:38 UTC to Friday, 04 March 2022 at 00:46 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 : 7958
Unique Edges : 1313
Edges With Duplicates : 13282
Total Edges : 14595
Number of Edge Types : 5
Retweet : 6569
MentionsInRetweet : 6715
Tweet : 492
Replies to : 440
Mentions : 379
Self-Loops : 502
Reciprocated Vertex Pair Ratio : 0.00390782913353995
Reciprocated Edge Ratio : 0.00778523489932886
Connected Components : 730
Single-Vertex Connected Components : 336
Maximum Vertices in a Connected Component : 5820
Maximum Edges in a Connected Component : 11722
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.081797
Graph Density : 0.000117652993030553
Modularity : 0.367707
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 7,958 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 March 2022 at 14:19 UTC.

The requested start date was Friday, 04 March 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 4-day, 12-hour, 7-minute period from Sunday, 27 February 2022 at 12:38 UTC to Friday, 04 March 2022 at 00:46 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:
[13] https://www.youtube.com/watch?v=FiF8NAAZ4r4&feature=youtu.be

[10] https://www.dailymail.co.uk/health/article-10572643/Fascinating-footage-shows-babys-face-moving-inside-amniotic-sac-C-section.html
[10] 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://www.ajog.org/article/S0002-93782100866-8/fulltext
[4] https://twitter.com/mondaysaries/status/1498821443441754114
[4] https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2789447
[4] https://www.cliniciansbrief.com/article/canine-cesarean-section?utm_source=Social&utm_medium=CB&utm_campaign=twitter
[3] https://twitter.com/mollysoulja/status/1499114390750117898
[3] https://www.pregnancymagazine.com/the-big-day/c-sections-a-crash-course
[3] http://trib.al/FbdeVHr

Top URLs in Tweet in G1:
[1] https://shopee.com.my/universal-link/product/110192732/5152190176?d_id=7250c&smtt=0.99066148-1643963768.9&utm_source=an_12361480007&utm_medium=affiliates&utm_campaign=-&utm_content=product&af_siteid=an_12361480007&pid=affiliates&af_click_lookback=7d&af_viewthrough_lookback=1d&is_retargeting=true&af_reengagement_window=7d&af_sub_siteid=product&c=-
[1] https://twitter.com/mondaysaries/status/1498821443441754114

Top URLs in Tweet in G2:
[3] https://twitter.com/armawinteo/status/1498493035700649986
[3] https://twitter.com/mondaysaries/status/1498821443441754114
[3] https://twitter.com/mollysoulja/status/1499114390750117898
[2] https://www.tripdatabase.com/r/11848920
[2] https://www.wgem.com/2022/02/28/covid-stricken-mom-reunites-with-baby-2-months-after-giving-birth-him-while-ventilator/
[2] https://www.westernmassnews.com/2022/02/28/covid-stricken-mom-reunites-with-baby-2-months-after-giving-birth-him-while-ventilator/
[2] https://www.livescience.com/44726-c-section.html
[2] https://www.dailymail.co.uk/health/article-10572643/Fascinating-footage-shows-babys-face-moving-inside-amniotic-sac-C-section.html
[2] https://twitter.com/aproko_doctor/status/1499395117441904648
[1] https://www.myjournals.org/?nr=657840

Top URLs in Tweet in G3:
[1] https://trib.al/9wNwSec

Top URLs in Tweet in G6:
[8] https://www.dailymail.co.uk/health/article-10572643/Fascinating-footage-shows-babys-face-moving-inside-amniotic-sac-C-section.html

Top URLs in Tweet in G9:
[10] 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://www.ajog.org/article/S0002-93782100866-8/fulltext
[1] https://scholar.google.com/scholar_share?url=https://journals.lww.com/journaladdictionmedicine/Citation/9000/A_Retrospective_Study_of_Acute_Postoperative_Pain.98926.aspx&hl=en&sa=X&ei=QSEeYo_GBMON6rQPh82m4A4&scisig=AAGBfm3ijZHgj4y3pvv_BHNDY-BTYIT9ug
[1] https://journals.lww.com/mcnjournal/Abstract/2022/03000/A_Pilot_Randomized_Control_Trial_to_Assess_the.5.aspx
[1] https://www.thieme-connect.de/products/ejournals/abstract/10.1055/s-0041-1739491
[1] https://ja.ma/3hwcj5b
[1] https://ja.ma/3M7WdNm
[1] https://obgconnect.com/library/category/labor-and-delivery/
[1] https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2789447
[1] https://www.medscape.com/viewarticle/969288

Top URLs in Tweet in G10:
[1] https://www.newscientist.com/article/2310499-health-check-newsletter-a-u-turn-in-caesarean-policy/
[1] https://www.thetimes.co.uk/article/508f011a-9653-11ec-bcb9-65f2c5c7f961?shareToken=6f0a9c64cf4d5d2e2394c35c18ed3f18

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[16] foodallergy
[7] thankarepublican
[7] acupuncture
[7] cesarean
[6] pregnancy
[5] neopapers
[5] neotwitter
[4] womenshistorymonth
[3] survey
[3] poll



Top Hashtags in Tweet in G1:
[1] nhs

Top Hashtags in Tweet in G2:
[3] csection
[3] pregnancy
[2] cesarean
[2] cesarean_section
[2] medtwitter
[2] birth
[2] covid19
[1] blackhistorymonth
[1] japan
[1] pospartum

Top Hashtags in Tweet in G4:
[1] russiainvadedukraine
[1] ukraineunderattac
[1] warinukraine
[1] stopputin
[1] stoprussia

Top Hashtags in Tweet in G9:
[3] pregnancy
[2] obgyn
[1] opioid
[1] cesarean
[1] childbirth

Top Hashtags in Tweet in G10:
[1] maternityscandal

Top Words
Top Words in Tweet in Entire Graph:
[5750] ivf
[5749] spbeale
[5749] rounds
[5731] years
[5714] trying
[5713] finally
[5708] support
[5705] worth
[5703] injections
[5701] 80k

Top Words in Tweet in G1:
[5670] ivf
[5670] rounds
[5669] spbeale
[5669] years
[5669] injections
[5668] finally
[5668] trying
[5668] 80k
[5668] worth
[5668] emptying

Top Words in Tweet in G2:
[345] section
[60] cesarean
[52] baby
[38] born
[38] emergency
[33] birth
[29] scar
[24] during
[23] mother
[21] pain

Top Words in Tweet in G3:
[190] section
[189] time
[189] lie
[189] down
[189] ukrainian
[189] mothers
[189] having
[189] give
[189] birth
[189] bomb

Top Words in Tweet in G4:
[62] during
[62] section
[62] babies
[61] ten
[61] born
[61] under
[61] sound
[61] sirens
[61] kropyvnytsky
[61] yesterday

Top Words in Tweet in G5:
[120] eggs
[63] section
[60] tray
[60] ugx
[60] 12
[60] 000
[60] chickens
[60] giving
[59] igniteivan
[17] save

Top Words in Tweet in G6:
[65] section
[56] lucascambrensis
[56] wife
[56] emergency
[56] today
[56] pray
[55] hi
[55] folks
[55] going
[55] please

Top Words in Tweet in G7:
[77] spbeale
[74] rounds
[74] ivf
[45] course
[45] huge
[45] thanks
[45] nhsmillion
[45] despite
[45] being
[45] provide

Top Words in Tweet in G8:
[44] survived
[44] section
[43] mommycocktail
[43] ve
[43] never
[43] cheated
[43] death
[43] sneezing
[43] same

Top Words in Tweet in G9:
[46] cesarean
[33] acupuncture
[19] pain
[18] rct
[17] delivery
[16] women
[16] deliveries
[15] section
[14] placebo
[13] suggests

Top Words in Tweet in G10:
[26] section
[21] glaring
[21] danger
[21] targets
[21] limit
[21] access
[21] potentially
[21] life
[21] saving
[21] intervention

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5702] rounds,injections
[5701] years,trying
[5701] trying,80k
[5701] 80k,worth
[5701] worth,ivf
[5701] ivf,emptying
[5701] emptying,savings
[5701] savings,fam
[5701] fam,support
[5701] support,rounds

Top Word Pairs in Tweet in G1:
[5669] rounds,injections
[5668] finally,years
[5668] years,trying
[5668] trying,80k
[5668] 80k,worth
[5668] worth,ivf
[5668] ivf,emptying
[5668] emptying,savings
[5668] savings,fam
[5668] fam,support

Top Word Pairs in Tweet in G2:
[27] cesarean,section
[23] emergency,section
[19] section,scar
[16] during,section
[15] born,emergency
[14] zachery,born
[14] emergency,cesarean
[14] section,mother
[14] mother,sedated
[14] sedated,intubated

Top Word Pairs in Tweet in G3:
[189] time,lie
[189] lie,down
[189] down,section
[189] section,ukrainian
[189] ukrainian,mothers
[189] mothers,having
[189] having,give
[189] give,birth
[189] birth,bomb
[189] bomb,shelters

Top Word Pairs in Tweet in G4:
[61] ten,babies
[61] babies,born
[61] born,under
[61] under,sound
[61] sound,sirens
[61] sirens,kropyvnytsky
[61] kropyvnytsky,yesterday
[61] yesterday,during
[61] during,section
[61] section,siren

Top Word Pairs in Tweet in G5:
[60] tray,eggs
[60] eggs,ugx
[60] ugx,12
[60] 12,000
[60] 000,chickens
[60] chickens,giving
[60] giving,eggs
[60] eggs,section
[59] igniteivan,tray
[17] save,both

Top Word Pairs in Tweet in G6:
[56] emergency,section
[56] section,today
[55] hi,folks
[55] folks,wife
[55] wife,going
[55] going,emergency
[55] today,please
[55] please,pray
[55] pray,baby
[55] baby,daughter

Top Word Pairs in Tweet in G7:
[45] spbeale,course
[45] course,huge
[45] huge,thanks
[45] thanks,nhsmillion
[45] nhsmillion,despite
[45] despite,being
[45] being,provide
[45] provide,free
[45] free,rounds
[45] rounds,ivf

Top Word Pairs in Tweet in G8:
[43] ve,never
[43] never,cheated
[43] cheated,death
[43] death,survived
[43] survived,sneezing
[43] sneezing,section
[43] section,same
[42] mommycocktail,ve

Top Word Pairs in Tweet in G9:
[16] cesarean,deliveries
[15] cesarean,delivery
[14] placebo,acupuncture
[13] rct,suggests
[13] suggests,acupuncture
[13] acupuncture,superior
[13] superior,placebo
[13] acupuncture,section
[13] section,pain
[13] pain,stats

Top Word Pairs in Tweet in G10:
[21] glaring,danger
[21] danger,section
[21] section,targets
[21] targets,limit
[21] limit,access
[21] access,potentially
[21] potentially,life
[21] life,saving
[21] saving,intervention
[20] clarewilsonmed,glaring

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@spbeale
@bbcworld
@goncharenkoua
@igniteivan
@lucascambrensis
@nhsmillion
@mommycocktail
@cbsnews
@clarewilsonmed
@youtube

Top Mentioned in G1:
@spbeale
@nhsmillion
@azheart12

Top Mentioned in G2:
@st1nna
@posaaaa_
@specialneedsco

Top Mentioned in G3:
@bbcworld

Top Mentioned in G4:
@goncharenkoua
@sonyab1974
@tweetspamela
@armandodearmas8
@simonjester007
@ardribarrek
@trickoh
@_saavus
@anwin15
@jungmanlaura

Top Mentioned in G5:
@igniteivan
@bulamu_health

Top Mentioned in G6:
@lucascambrensis
@mailonline
@bosnerdley
@nicky_zwan
@mai

Top Mentioned in G7:
@spbeale
@nhsmillion
@penelopedw

Top Mentioned in G8:
@mommycocktail

Top Mentioned in G9:
@ajog_thegray
@fperrywilson
@amjperinatology
@jamanetworkopen
@mfmsperling
@theobgproject
@hipstermfm
@do_less_harm

Top Mentioned in G10:
@clarewilsonmed
@lreay89
@catherineroyuk
@sleeful
@emmajanecushnan

Top Tweeters
Top Tweeters in Entire Graph:
@thebookofginko
@eggry
@jayromee_
@britonanddane
@reuters
@roadwarrior29
@brendaperrott
@nerdy_ian
@sheiladecker19
@businessinsider

Top Tweeters in G1:
@jayromee_
@nerdy_ian
@_pettycrocker
@mekalapugazh
@alposkis
@jindu_afiana
@gracaofdeus
@xraypat
@culiraj
@fran_neena20409

Top Tweeters in G2:
@adabagcompany
@wis10
@vestigetire
@jeguru1
@nzuchitimesusa
@nbc12
@9_breaking_news
@mz_mobo
@wkyt
@1sweeetness

Top Tweeters in G3:
@eggry
@ksp_libs
@rebellegrrl
@jainanil1968
@akramchishti2
@kookiejayk
@angelakrebs444
@o_g_log
@hide_traveller
@kjmpalermo

Top Tweeters in G4:
@oniksoniks4
@mavidenize
@tweetspamela
@quickbear
@agny262
@marynlm
@simonjester007
@bryzhaod
@anwin15
@calabria_davide

Top Tweeters in G5:
@bruno_akampa
@iamtricia118
@omuzibuwaalu
@rachel___ayg
@piratemulwana
@darmianmarlian
@loganjoash
@digitaldidan
@bugembenelson
@naughtyrhinoug

Top Tweeters in G6:
@catholiclisa
@blackirishi
@mailonline
@bosnerdley
@playstrumpcard
@amarcherrunge1
@disciple96
@nicky_zwan
@907alaskanfern
@nylerobin

Top Tweeters in G7:
@ayshamoolla
@onyinyechi____
@dajoker36
@kingking3107
@margarethollin1
@cmodowd
@globalcitizenln
@kingnormizzy
@aabidemiii
@annemichie5

Top Tweeters in G8:
@moroccandeviant
@cheryl_marlin
@carmanthegirl
@nicratwoman
@evangeline_dawn
@petricksara
@reallifemommy3
@pro_worrier_
@metteangerhofer
@laqueefateen

Top Tweeters in G9:
@sandyhiltonpt
@aslakr
@gidmk
@cath77777
@derekgriffin86
@drsuegross
@theobgproject
@ajog_thegray
@jamanetworkopen
@hecmagsmd

Top Tweeters in G10:
@kenzeroharm
@drsdeg
@kwebbnurse
@stephanenny
@fibroidnetwork
@emmajanecushnan
@juelue1
@dranniehickox
@sleeful
@ruthannharpur


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