cesarean OR c-section, Twitter, 8/13/2021 6:10:19 PM, 260094


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cesarean OR c-section_2021-08-13_06-14-38.xlsx
cesarean OR c-section_2021-08-13_06-14-38.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 13, 2021
Short Description:
cesarean OR c-section via NodeXL https://bit.ly/3yLmgD0
@aidilarazak
@dririshsea
@abc
@corona_ssyt
@inforenique
@newsweek
@najihahhafidz
@nrlnbla1
@izwanlazik
@_msturaa

Top hashtags:
#covid19
#birth
#soulslosttocovid
#csection
#dominicanrepublic
#brazil
#texas

Description:
Description
The graph represents a network of 7,998 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, 13 August 2021 at 13:18 UTC.

The requested start date was Friday, 13 August 2021 at 00:01 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 3-day, 13-hour, 22-minute period from Monday, 09 August 2021 at 10:37 UTC to Friday, 13 August 2021 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 : 7998
Unique Edges : 1189
Edges With Duplicates : 13919
Total Edges : 15108
Number of Edge Types : 5
Tweet : 385
Retweet : 6770
MentionsInRetweet : 6878
Replies to : 373
Mentions : 702
Self-Loops : 390
Reciprocated Vertex Pair Ratio : 0.00271387955544068
Reciprocated Edge Ratio : 0.00541306869441938
Connected Components : 607
Single-Vertex Connected Components : 237
Maximum Vertices in a Connected Component : 6063
Maximum Edges in a Connected Component : 12475
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.62689
Graph Density : 0.000121310182491227
Modularity : 0.402265
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 7,998 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, 13 August 2021 at 13:18 UTC.

The requested start date was Friday, 13 August 2021 at 00:01 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 3-day, 13-hour, 22-minute period from Monday, 09 August 2021 at 10:37 UTC to Friday, 13 August 2021 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".

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:
[5] https://www.newsweek.com/nurse-dies-during-childbirth-rare-condition-1618856?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1628789316
[2] https://www.floridatoday.com/story/news/2021/08/10/west-melbourne-mom-dies-covid-19-days-after-giving-birth/5543252001/
[2] https://www.instagram.com/accounts/login/
[2] https://spitupandsitups.com/c-section-recovery-must-haves/
[2] https://www.10news.com/news/local-news/doctors-intubate-pregnant-covid-patient-deliver-baby-by-c-section
[2] https://twitter.com/AriLennox/status/1424921233578242048
[2] http://xn--regnskapsfrer-knb.no/
[2] https://trib.al/VI3dfOC
[2] http://www.perinatalservicesbc.ca/about/news-stories/stories/my-next-birth
[2] https://www.goodmorningamerica.com/wellness/story/mom-hospitalized-covid-19-complications-vaccine-pregnancy-79365037

Top URLs in Tweet in G1:
[1] https://www.hmetro.com.my/utama/2021/08/741190/zuriat-sulung-tanpa-emak

Top URLs in Tweet in G3:
[2] https://www.10news.com/news/local-news/doctors-intubate-pregnant-covid-patient-deliver-baby-by-c-section
[2] https://spitupandsitups.com/c-section-recovery-must-haves/
[1] https://www.facebook.com/103571927697190/posts/609265223794522/
[1] https://www.newtimes.co.rw/lifestyle/c-section-vs-normal-delivery-women-share-their-views
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.ajog.org%2Farticle%2FS0002-9378%2821%2900870-X%2Ffulltext&rc=0
[1] https://www.europeantimes.news/2021/08/are-children-born-by-cesarean-section-different/
[1] https://twitter.com/seamasha66/status/1424425536684711941
[1] https://metro.co.uk/2021/08/09/mother-delivers-baby-while-close-to-death-in-covid-coma-15061531/?ito=socialmetrouktwitter
[1] https://www.pediatricsofflorence.com/bacteria-c-section-and-breast-feeding-how-it-affects-your-babys-health/
[1] https://www.sciencedirect.com/science/article/abs/pii/S0016508511013734

Top URLs in Tweet in G4:
[5] https://www.newsweek.com/nurse-dies-during-childbirth-rare-condition-1618856?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1628789316
[1] https://www.newsweek.com/florida-woman-gives-birth-while-battling-covid-dies-only-days-later-1618027?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1628613903
[1] https://www.newsweek.com/30-year-old-covid-gives-birth-holds-baby-girl-once-dies-later-1618614?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1628758283
[1] https://trib.al/z4wBpOQ
[1] https://trib.al/VI3dfOC

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[11] covid19
[10] birth
[10] soulslosttocovid
[7] csection
[6] dominicanrepublic
[6] brazil
[5] texas
[5] medicine
[4] obgyn
[4] hawaii



Top Hashtags in Tweet in G3:
[5] birth
[4] csection
[2] life
[2] preprints
[2] momlife
[1] society
[1] chennai
[1] journey
[1] pregnancyjourney
[1] covid19

Top Words
Top Words in Tweet in Entire Graph:
[6331] covid
[6309] birth
[5163] 19
[5146] baby
[5009] hospital
[5001] child
[4975] found
[4971] went
[4966] give
[4961] 1st

Top Words in Tweet in G1:
[4782] baby
[4781] izzati
[4781] give
[4781] birth
[4781] 1st
[4781] child
[4781] went
[4781] hospital
[4781] found
[4781] covid

Top Words in Tweet in G2:
[1266] birth
[1266] covid
[1104] malaysians
[1104] wake
[1104] tragic
[1104] news
[1104] 37
[1104] yr
[1104] old
[1104] singer

Top Words in Tweet in G3:
[222] section
[51] cesarean
[41] baby
[39] birth
[34] emergency
[27] having
[26] covid
[23] delivery
[19] today
[19] mother

Top Words in Tweet in G4:
[155] intensive
[155] care
[155] unit
[155] giving
[151] covid
[149] 19
[147] south
[147] carolina
[147] woman
[147] fighting

Top Words in Tweet in G5:
[110] medaled
[110] woman
[110] track
[110] field
[110] history
[110] given
[110] 70
[110] pay
[110] cut
[110] nike

Top Words in Tweet in G6:
[5] section
[3] mamadoctorjones
[3] birth
[2] stevieanntas
[2] suffer
[2] being
[2] pain
[2] pregnancy
[2] jesus_is_g_d
[2] emsops

Top Words in Tweet in G8:
[2] re
[2] better
[2] private

Top Words in Tweet in G9:
[5] meljonesladadee
[5] nerdgirldv
[5] cesarean
[4] lusciouslani
[4] picklemrs
[4] anne10462677
[4] dadliest_dad
[4] 1stthes521
[4] bobdolan111
[4] americanism37

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5160] covid,19
[4956] give,birth
[4953] 1st,child
[4952] 19,positive
[4951] izzati,give
[4951] birth,1st
[4951] child,went
[4951] went,hospital
[4951] hospital,found
[4951] found,covid

Top Word Pairs in Tweet in G1:
[4781] izzati,give
[4781] give,birth
[4781] birth,1st
[4781] 1st,child
[4781] child,went
[4781] went,hospital
[4781] hospital,found
[4781] found,covid
[4781] covid,19
[4781] 19,positive

Top Word Pairs in Tweet in G2:
[1104] malaysians,wake
[1104] wake,tragic
[1104] tragic,news
[1104] news,37
[1104] 37,yr
[1104] yr,old
[1104] old,singer
[1104] singer,siti
[1104] siti,sarah
[1104] sarah,passed

Top Word Pairs in Tweet in G3:
[34] emergency,section
[16] covid,19
[13] fighting,life
[13] year,old
[12] cesarean,section
[11] unvaccinated,mother
[11] old,unvaccinated
[11] 21,year
[10] section,scar
[10] mother,fighting

Top Word Pairs in Tweet in G4:
[155] intensive,care
[155] care,unit
[149] covid,19
[147] south,carolina
[147] carolina,woman
[147] woman,fighting
[147] fighting,life
[147] life,intensive
[147] unit,contracting
[147] contracting,covid

Top Word Pairs in Tweet in G5:
[110] medaled,woman
[110] woman,track
[110] track,field
[110] field,history
[110] history,given
[110] given,70
[110] 70,pay
[110] pay,cut
[110] cut,nike
[110] nike,pregnancy

Top Word Pairs in Tweet in G6:
[2] the_real_bim,lisawinslow
[2] lisawinslow,quidrises
[2] vincegottalotta,janekn0wsbest
[2] janekn0wsbest,jennraes23
[2] jennraes23,pennyaxa
[2] sapienwoman,alkivari
[2] alkivari,rod49_j
[2] rod49_j,badams820
[2] badams820,ahrehead
[2] ahrehead,vixmcintyre

Top Word Pairs in Tweet in G9:
[4] lusciouslani,picklemrs
[4] picklemrs,anne10462677
[4] anne10462677,dadliest_dad
[4] dadliest_dad,1stthes521
[4] 1stthes521,bobdolan111
[4] bobdolan111,americanism37
[4] americanism37,coop1318
[4] coop1318,smashli1228
[4] smashli1228,prochoiceforal1
[4] fight4women,054durin

Top Replied-To
Top Replied-To in Entire Graph:
@authorjfuller
@mahad_minhas
@sonusood
@punishedpants
@pulte
@mrsaudkhalid
@mcwombface
@roxyalexdallas
@hopewrldaj
@seamasha66

Top Replied-To in G4:
@abc

Top Replied-To in G6:
@beckyakidd
@alex85339250
@jesus_is_g_d
@emsops
@dsipaint

Top Replied-To in G7:
@david_starof

Top Replied-To in G8:
@_nicolenonya

Top Replied-To in G9:
@txbridg
@sahbdeane
@lusciouslani
@notlloomer80

Top Replied-To in G10:
@jimmy20723610

Top Mentioned
Top Mentioned in Entire Graph:
@aidilarazak
@dririshsea
@abc
@heykmenz
@mkerklin
@beautjay
@douglasdavisrn
@cleavon_md
@gma
@najihahhafidz

Top Mentioned in G1:
@aidilarazak

Top Mentioned in G2:
@dririshsea
@aidilarazak

Top Mentioned in G3:
@sunnnii__
@pastorabharris

Top Mentioned in G4:
@abc
@newsweek
@aidilarazak

Top Mentioned in G5:
@heykmenz

Top Mentioned in G6:
@mamadoctorjones
@stevieanntas
@notaskeptic
@observerx01
@medwoman1
@adorablepodcast
@jgainsbourgh
@the_real_bim
@lisawinslow
@quidrises

Top Mentioned in G7:
@michael__baskin
@mechanicznac
@resist_dwp
@hillshaveeyes02
@ladyalmagreen
@scripteladora
@p3ng1z
@serhumanomiguel
@deus_abscondis
@artspeakcentral

Top Mentioned in G8:
@dow280ten
@gspirithorse
@warren_meidas
@ajc4others
@smithblindlib5
@boondocksmafia
@marshaaz58
@maggieb09379854
@denvervintage1
@hurley_wj

Top Mentioned in G9:
@meljonesladadee
@nerdgirldv
@picklemrs
@anne10462677
@dadliest_dad
@1stthes521
@bobdolan111
@americanism37
@coop1318
@smashli1228

Top Mentioned in G10:
@bullrike
@etotheipie
@witchmagazeen
@megalodon_16
@eristae
@vjpsyverson
@2damntrans
@tinapjmd
@revowens
@unnameddeluca

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@mattmurph24
@andyvermaut
@world_news_eng
@kenkircher1
@sandradunn1955
@the_artm
@jamestoupin
@nonvitaltooth
@nuraz_wawa

Top Tweeters in G1:
@nonvitaltooth
@luqmannyamiin
@izzahnasir99
@bbhmylovelight
@syahidarzzz
@ssfwlo3yswifeu
@ahmadhaf1z
@atiqahrhm
@q1_3_1q
@syzsyfqh_

Top Tweeters in G2:
@nuraz_wawa
@marlinaayu
@hafizatulnasuha
@nanaazmi5
@farraaaron
@sakinah_yahya
@namineheartilly
@tuya_yong
@farahohoo
@nazmeenamin

Top Tweeters in G3:
@andyvermaut
@pastorabharris
@dstv_kenya
@metrouk
@raediamond
@taiwasc
@amzn_deals_us
@thevivianbanks
@norwichbulletin
@wtoc11

Top Tweeters in G4:
@oldlady12345
@mattmurph24
@world_news_eng
@ocean_kids
@humbertozamorar
@alwaysthinkhow
@inforenique
@ippatsu_sendai
@50smag
@k11marc

Top Tweeters in G5:
@kenkircher1
@sandradunn1955
@jeannie_hartley
@ghostcatbce
@sash_shere
@innamood
@m0vemebrightly
@aquart
@ericmass_
@plantjacqueline

Top Tweeters in G6:
@lisawinslow
@vincegottalotta
@politicspot
@jencages
@medwoman1
@bripping_talls
@destructivechem
@stevieanntas
@_kel_varnsen_
@brian_alford

Top Tweeters in G7:
@savtah8
@stredni_trida
@scripteladora
@michael__baskin
@johnstrawson
@artspeakcentral
@resist_dwp
@sadcjp
@p3ng1z
@deus_abscondis

Top Tweeters in G8:
@zsarrina
@ps9714
@smithblindlib5
@ladiesgun
@_nicolenonya
@ajc4others
@kgopinion
@lennychevere
@sue_marietta
@amydever

Top Tweeters in G9:
@fight4women
@atheistengineer
@kindeandtrue
@slim_mirokujin
@lusciouslani
@ozgoofyprincess
@louise_q10
@nerdgirldv
@buzzsaws1990
@atriana

Top Tweeters in G10:
@msvanillarose
@dinahbrand2
@2damntrans
@helenstaniland
@opticheart
@_oatc_
@latsot
@d24journalist
@cheomitii
@bullrike


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