cesarean OR c-section, Twitter, 12/24/2021 4:40:30 PM, 268952


FAQ | Problem?

cesarean OR c-section_2021-12-24_06-14-38.xlsx
cesarean OR c-section_2021-12-24_06-14-38.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 24, 2021
Short Description:
cesarean OR c-section via NodeXL https://bit.ly/3FrjRkn
@laralogan
@thelivingkira
@jencages
@politicspot
@gannitonya
@heliatropist
@ronilj261
@_cynde__
@timmytwoshirts
@lucasxdante

Top hashtags:
#texas
#cesarean
#csection
#pregnancy
#icymi
#covid
#sellingsunset

Description:
Description
The graph represents a network of 9,121 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, 24 December 2021 at 14:21 UTC.

The requested start date was Friday, 24 December 2021 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 12-day, 15-hour, 19-minute period from Saturday, 11 December 2021 at 09:19 UTC to Friday, 24 December 2021 at 00:39 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 : 9121
Unique Edges : 4258
Edges With Duplicates : 10274
Total Edges : 14532
Number of Edge Types : 5
Replies to : 1342
Mentions : 1731
Tweet : 1263
Retweet : 4863
MentionsInRetweet : 5333
Self-Loops : 1282
Reciprocated Vertex Pair Ratio : 0.00979419786759236
Reciprocated Edge Ratio : 0.0193984039287907
Connected Components : 1939
Single-Vertex Connected Components : 867
Maximum Vertices in a Connected Component : 3637
Maximum Edges in a Connected Component : 7394
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 2.591103
Graph Density : 9.79160295212321E-05
Modularity : 0.537021
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 9,121 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, 24 December 2021 at 14:21 UTC.

The requested start date was Friday, 24 December 2021 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 12-day, 15-hour, 19-minute period from Saturday, 11 December 2021 at 09:19 UTC to Friday, 24 December 2021 at 00:39 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://apple.news/AF18YTiXYQzSVxPPgIBay2A
[8] https://people.com/human-interest/mom-agrees-to-c-section-to-allow-cancer-stricken-husband-to-see-newborn-just-before-his-death/?utm_campaign=peoplemagazine&utm_content=new&utm_medium=social&utm_source=twitter.com&utm_term=61bbac964bd3090001f1769b
[8] https://twitter.com/korrinesky/status/1470725326389096451
[8] https://www.dailymail.co.uk/femail/article-10310081/New-mom-22-gave-birth-daughter-emergency-C-section-battling-COVID-19-dies.html
[7] https://twitter.com/maya_hicks12/status/1469465124167876612
[7] https://www.obgproject.com/2017/08/09/candidate-vaginal-birth-cesarean-section/
[7] http://2.Total
[6] https://bossip.com/2113801/haley-parke-c-section-jb-parke-cancer/
[6] https://www.fastcompany.com/90705913/pov-i-returned-to-work-four-weeks-after-my-c-section-to-pay-my-bills?partner=feedburner&utm_source=dlvr.it&utm_medium=twitter&utm_campaign=feedburner%20fastcompany&utm_content=feedburner
[6] https://www.instagram.com/accounts/login/

Top URLs in Tweet in G2:
[10] https://apple.news/AF18YTiXYQzSVxPPgIBay2A
[6] https://dailym.ai/mol.im/a/7931931,https://www.dailymail.co.uk/
[6] https://www.dailymail.co.uk/femail/article-10310081/New-mom-22-gave-birth-daughter-emergency-C-section-battling-COVID-19-dies.html
[5] https://twitter.com/maya_hicks12/status/1469465124167876612
[5] http://ow.ly/I0Wi50HaEY3
[4] https://twitter.com/korrinesky/status/1470725326389096451
[4] https://spitupandsitups.com/c-section-recovery-must-haves/
[3] https://news.google.com/__i/rss/rd/articles/CBMiggFodHRwczovL3d3dy5kYWlseW1haWwuY28udWsvZmVtYWlsL2FydGljbGUtMTAzMTAwODEvTmV3LW1vbS0yMi1nYXZlLWJpcnRoLWRhdWdodGVyLWVtZXJnZW5jeS1DLXNlY3Rpb24tYmF0dGxpbmctQ09WSUQtMTktZGllcy5odG1s0gEA?oc=5&utm_source=dlvr.it&utm_medium=twitter
[3] https://bossip.com/2113801/haley-parke-c-section-jb-parke-cancer/
[3] https://health.usnews.com/health-care/patient-advice/articles/what-to-know-about-vbac?utm_source=usn_tw

Top URLs in Tweet in G4:
[1] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fsbwaire%2Fposts%2F10226559630319014
[1] https://www.ktsm.com/news/22-year-old-woman-dies-from-covid-19-after-giving-birth-to-baby-girl/
[1] https://www.austinpetsalive.org/together?utm_source=twitter&utm_medium=donate&utm_campaign=Together+With+You&utm_term=Solicited&utm_content=unrestricted&sf156635941=1

Top URLs in Tweet in G5:
[1] https://twitter.com/KatelynTweeter/status/1473444980765216774

Top URLs in Tweet in G6:
[1] https://metro.co.uk/2021/12/13/woman-wakes-from-covid-coma-to-find-she-has-given-birth-to-baby-girl-15761096/?ito=socialmetrouktwitter

Top URLs in Tweet in G7:
[7] https://www.obgproject.com/2017/08/09/candidate-vaginal-birth-cesarean-section/
[4] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.ajog.org%2Farticle%2FS0002-9378%2821%2900587-1%2Ffulltext&rc=0
[3] https://www.obgproject.com/2020/05/21/smfm-guidance-vte-prophylaxis-and-cesarean-delivery/
[3] https://pubmed.ncbi.nlm.nih.gov/34891196/
[2] https://obgyn.onlinelibrary.wiley.com/doi/10.1111/1471-0528.17056?cookieSet=1
[2] https://www.ajog.org/article/S0002-9378(21)02655-7/fulltext?dgcid=raven_jbs_aip_email
[1] https://obgyn.onlinelibrary.wiley.com/doi/abs/10.1111/1471-0528.17059?cookieSet=1
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.ajog.org%2Farticle%2FS0002-9378%2821%2900877-2%2Ffulltext&rc=0
[1] https://twitter.com/drfa__ad/status/1469838681854910472

Top URLs in Tweet in G8:
[4] https://twitter.com/korrinesky/status/1470725326389096451
[1] https://twitter.com/LeratoMannya/status/1471184841618173952

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[86] texas
[24] cesarean
[16] csection
[13] pregnancy
[12] icymi
[10] covid
[10] sellingsunset
[9] obgyn
[9] momlife
[9] alert



Top Hashtags in Tweet in G1:
[1] joebiden

Top Hashtags in Tweet in G2:
[9] csection
[6] momlife
[5] sellingsunset
[5] birth
[5] pregnancy
[3] motherhood
[3] baby
[2] healthtalks
[2] news
[2] justiceforalbert

Top Hashtags in Tweet in G4:
[85] texas
[2] soulslosttocovid

Top Hashtags in Tweet in G6:
[1] jarly

Top Hashtags in Tweet in G7:
[9] alert
[7] icymi
[4] cesarean
[4] vbac
[4] obgyn
[3] prophylaxis
[3] meded
[3] foamed
[3] womenshealth
[3] obgyntwitter

Top Hashtags in Tweet in G9:
[1] fertilityandpregnacyhealth

Top Hashtags in Tweet in G10:
[1] odisha
[1] bijuswasthyakalyanyojana
[1] bsky
[1] susthaodisha

Top Words
Top Words in Tweet in Entire Graph:
[6333] section
[4190] birth
[3456] think
[3447] mother
[3445] last
[3422] give
[3391] night
[3365] medicine
[3360] laralogan
[3353] minute

Top Words in Tweet in G1:
[3358] section
[3355] laralogan
[3345] birth
[3344] mother
[3344] medicine
[3343] afghanistan
[3343] give
[3342] night
[3341] last
[3341] think

Top Words in Tweet in G2:
[863] section
[187] baby
[157] cesarean
[155] birth
[122] emergency
[85] mom
[73] weeks
[71] having
[68] covid
[67] one

Top Words in Tweet in G3:
[200] ganeshbandla
[200] sir
[200] name
[200] deva
[200] kiran
[200] resident
[200] hyderabad
[200] 28
[200] 11
[200] 2021

Top Words in Tweet in G4:
[124] pregnant
[124] became
[124] covid
[123] cleavon_md
[85] 22
[85] aimee
[85] jaqueline
[85] ayala
[85] paso
[85] #texas

Top Words in Tweet in G5:
[24] section
[12] birth
[8] happywife151
[8] pain
[6] labor
[6] gannitonya
[6] pregnant
[6] chronic_chels
[6] homemakersudie
[5] case

Top Words in Tweet in G6:
[83] metrouk
[79] hospital
[64] cope
[48] baby
[46] thankfully
[46] ok
[46] very
[46] poorly
[46] transferred
[46] straight

Top Words in Tweet in G7:
[91] cesarean
[71] ajog_thegray
[61] delivery
[48] prediction
[48] vaginal
[47] birth
[46] term
[46] gestations
[46] calculator
[46] without

Top Words in Tweet in G8:
[56] section
[40] korrinesky
[32] married
[26] bc
[25] nerve
[25] upset
[25] asked
[25] drive
[25] places
[25] still

Top Words in Tweet in G9:
[130] vaginal
[66] know
[66] birth
[65] postpartum
[65] bleeding
[65] expected
[65] whether
[65] ve
[65] cesarean
[64] fertilitypreggo

Top Words in Tweet in G10:
[58] cesarean
[58] delivery
[57] cmo_odisha
[57] barsharani
[57] sahu
[57] kendujhar
[57] undergone
[57] ramadevi
[57] nursing
[57] home

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3410] birth,section
[3378] give,birth
[3358] last,night
[3355] section,medicine
[3349] night,afghanistan
[3349] afghanistan,mother
[3349] mother,give
[3348] medicine,think
[3348] think,minute
[3345] laralogan,last

Top Word Pairs in Tweet in G1:
[3344] section,medicine
[3343] give,birth
[3343] birth,section
[3342] night,afghanistan
[3342] afghanistan,mother
[3342] mother,give
[3341] last,night
[3341] medicine,think
[3341] think,minute
[3340] laralogan,last

Top Word Pairs in Tweet in G2:
[111] emergency,section
[49] covid,19
[44] cesarean,section
[40] gave,birth
[32] having,section
[31] section,scar
[29] cesarean,delivery
[26] section,baby
[26] birth,daughter
[25] 22,gave

Top Word Pairs in Tweet in G3:
[200] ganeshbandla,sir
[200] sir,name
[200] name,deva
[200] deva,kiran
[200] kiran,resident
[200] resident,hyderabad
[200] hyderabad,28
[200] 28,11
[200] 11,2021
[200] 2021,wife

Top Word Pairs in Tweet in G4:
[124] pregnant,became
[85] 22,aimee
[85] aimee,jaqueline
[85] jaqueline,ayala
[85] ayala,paso
[85] paso,#texas
[85] #texas,months
[85] months,pregnant
[85] became,severely
[85] severely,ill

Top Word Pairs in Tweet in G5:
[4] doubt,refuse
[4] refuse,allow
[4] allow,eat
[4] eat,case
[4] case,decide
[4] decide,labor
[4] labor,takes
[4] takes,long
[4] long,schedules
[4] schedules,need

Top Word Pairs in Tweet in G6:
[46] thankfully,baby
[46] baby,ok
[46] ok,very
[46] very,poorly
[46] poorly,transferred
[46] transferred,straight
[46] straight,hospital
[46] hospital,oxygen
[46] oxygen,levels
[46] levels,dropping

Top Word Pairs in Tweet in G7:
[56] cesarean,delivery
[47] vaginal,birth
[46] prediction,vaginal
[46] birth,cesarean
[46] delivery,term
[46] term,gestations
[46] gestations,calculator
[46] calculator,without
[46] without,race
[46] race,ethnicity

Top Word Pairs in Tweet in G8:
[25] korrinesky,married
[25] married,nerve
[25] nerve,upset
[25] upset,asked
[25] asked,drive
[25] drive,places
[25] places,bc
[25] bc,still
[24] brittboppityboo,korrinesky
[16] women,both

Top Word Pairs in Tweet in G9:
[65] know,postpartum
[65] postpartum,bleeding
[65] bleeding,expected
[65] expected,whether
[65] whether,ve
[65] ve,vaginal
[65] vaginal,cesarean
[65] cesarean,birth
[65] birth,vaginal
[64] fertilitypreggo,know

Top Word Pairs in Tweet in G10:
[58] cesarean,delivery
[57] barsharani,sahu
[57] sahu,kendujhar
[57] kendujhar,undergone
[57] undergone,cesarean
[57] delivery,ramadevi
[57] ramadevi,nursing
[57] nursing,home
[57] home,ghasipura
[57] ghasipura,without

Top Replied-To
Top Replied-To in Entire Graph:
@timmytwoshirts
@maya_hicks12
@kaylachowshow
@varindersingh24
@drjengunter
@bnuckols
@markkodra
@jaderosefiori
@tshi_nakanyane
@eloquentenigma

Top Replied-To in G1:
@markkodra
@laralogan
@jennifer_worrel
@lowrancescott

Top Replied-To in G2:

Top Replied-To in G4:
@stelladennard

Top Replied-To in G5:
@homemakersudie
@emsops
@afewcrayons
@cinjon5
@chronic_chels
@theladykatie
@happywife151
@jencages
@ebatterson
@smashli1228

Top Replied-To in G6:
@metrouk
@basicfolklore

Top Replied-To in G7:
@laforbestweets

Top Replied-To in G8:
@tshi_nakanyane
@korrinesky
@leratomannya
@dowsky26

Top Replied-To in G10:
@cmo_odisha

Top Mentioned
Top Mentioned in Entire Graph:
@laralogan
@ganeshbandla
@kiranku17400237
@cleavon_md
@metrouk
@ajog_thegray
@fertilitypreggo
@cmo_odisha
@maxvayshia
@hoperescue

Top Mentioned in G1:
@laralogan
@afghan44804555

Top Mentioned in G2:
@mosbynicki
@rva_sharma
@emilybanting1
@scifichick25
@bellefit

Top Mentioned in G3:
@ganeshbandla
@kiranku17400237

Top Mentioned in G4:
@cleavon_md
@austinpetsalive

Top Mentioned in G5:
@happywife151
@gannitonya
@thelivingkira
@vincegottalotta
@nosciencedenial
@traveler3906
@adorablepodcast
@medwoman1
@badams820
@krispi_largo

Top Mentioned in G6:
@metrouk
@metro_joey
@dare2dream515
@bumblebee2907
@basicfolklore

Top Mentioned in G7:
@ajog_thegray
@bjogtweets
@theobgproject
@mysmfm
@latifaog
@swedishobgynres
@akerngoldberger
@drcynthiagyamfi
@columbiawomens
@ucsd_obgyn

Top Mentioned in G8:
@korrinesky
@brittboppityboo
@tshi_nakanyane
@alltrichedout
@misspee__
@pretty_flirty
@ninefive_mj
@leratomannya
@mrstrpkoski
@tiana_taylorrrr

Top Mentioned in G9:
@fertilitypreggo

Top Mentioned in G10:
@cmo_odisha
@naveen_odisha
@hfwodisha

Top Tweeters
Top Tweeters in Entire Graph:
@knewz_currently
@dichristine
@berkleybearnews
@pairsonnalitesa
@leratomannya
@muzikscribe
@life_sciences_
@dailystar
@naijawhatsup
@akuma_river

Top Tweeters in G1:
@docwashburn
@karlacamilalove
@tres444
@schwingcat
@guardian_elite
@blisstabitha
@1catherinesiena
@cbinflux
@kentpg
@bikerbd

Top Tweeters in G2:
@knewz_currently
@berkleybearnews
@pairsonnalitesa
@naijawhatsup
@lucas_wyrsch
@_globalcareers
@nationafrica
@newsbht1
@ok_magazine
@charlee_buns

Top Tweeters in G3:
@tarakfollower
@pkrc13
@jsp_inspiration
@always2_suhel
@alapati3636
@shalemprabha
@prasanth63631
@imvinayrr
@chaitanyasai141
@ratnasaialladi

Top Tweeters in G4:
@dichristine
@princessbravato
@morgfair
@debsomewhere
@betzmyboyblue11
@inforenique
@mijomojo1
@juliawb
@vainsovain
@taniahopkins3

Top Tweeters in G5:
@rickysi16087724
@vickie627
@jencages
@vincegottalotta
@politicspot
@medwoman1
@trumppuppy9
@ebatterson
@bumpstockbarbie
@heliatropist

Top Tweeters in G6:
@muzikscribe
@akuma_river
@amyayers16
@hijcp
@kristafrances
@childofalba
@hautahbuhgee
@sandi_childs
@jorichardskent
@granny_st

Top Tweeters in G7:
@thelovelymaeve
@nishaobgyn
@drsuegross
@myzonedrong
@theobgproject
@ajog_thegray
@amirbastawrous
@mysmfm
@myobstetrician
@alwateen_1992

Top Tweeters in G8:
@leratomannya
@iphedollar
@_thegoodonesgo
@hodges_daneisha
@crucioking
@jojuloju
@dowsky26
@mialashae_
@sadie_deedee
@mamellonaves

Top Tweeters in G9:
@barungi17
@adewalekemi65
@nqobile_mahungu
@prafricanchild1
@ayo_olah
@itzcharlie69
@itstosin
@pengboizarmani
@janatkwagala
@n_bonas

Top Tweeters in G10:
@hfwodisha
@naveen_odisha
@cmo_odisha
@bcjd_chiteswar
@amarkha60218111
@fdodisha
@samarjeet4ever
@debasis99065844
@sahoosatyan
@saswatlenka2


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.