cesarean OR c-section, Twitter, 3/5/2021 3:29:09 PM, 250160


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cesarean OR c-section_2021-03-05_06-29-01.xlsx
cesarean OR c-section_2021-03-05_06-29-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 05, 2021
Short Description:
cesarean OR c-section via NodeXL https://bit.ly/30fQUol
@sirfyou
@kainaataltaaf
@olawalesmd
@jahanzebhq
@isktweets
@rolangomes19
@khanayesha23
@gauravsaha
@archonavalon
@sir_kb

Top hashtags:
#cesarean
#gambia
#benin
#pregnancy
#neopapers
#1000lbsisters
#covid19

Description:
Description
The graph represents a network of 8,915 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, 05 March 2021 at 14:36 UTC.

The requested start date was Friday, 05 March 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 9-day, 6-hour, 50-minute period from Tuesday, 23 February 2021 at 17:56 UTC to Friday, 05 March 2021 at 00:47 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 : 8915
Unique Edges : 3937
Edges With Duplicates : 10296
Total Edges : 14233
Number of Edge Types : 5
Tweet : 1219
Replies to : 1350
Mentions : 1389
Retweet : 4889
MentionsInRetweet : 5386
Self-Loops : 1248
Reciprocated Vertex Pair Ratio : 0.0134124322930101
Reciprocated Edge Ratio : 0.0264698396538559
Connected Components : 1889
Single-Vertex Connected Components : 852
Maximum Vertices in a Connected Component : 2297
Maximum Edges in a Connected Component : 4700
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 2.881743
Graph Density : 9.88821833508225E-05
Modularity : 0.561609
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 8,915 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, 05 March 2021 at 14:36 UTC.

The requested start date was Friday, 05 March 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 9-day, 6-hour, 50-minute period from Tuesday, 23 February 2021 at 17:56 UTC to Friday, 05 March 2021 at 00:47 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:
[44] https://www.animalvictory.org/pregnant_dog_died_after_fake_vet_performed_c_section_and_she_wasn_t_properly_sedated
[43] https://www.peta.org/blog/french-bulldog-c-section-tik-tok/
[16] https://twitter.com/sjscasgds/status/1367364433916297216
[8] https://bc.ctvnews.ca/woman-who-alleges-b-c-hospital-staff-turned-her-away-before-she-delivered-stillborn-baby-tells-her-story-1.5321716
[8] https://twitter.com/baddanadanabad/status/1365187393398075395
[7] https://people.com/health/1000-lb-sisters-amy-slaton-c-section-son-gage-birth-miracle-clip-exclusive/?utm_source=twitter.com&utm_medium=social&utm_campaign=social-share-article
[7] https://www.businessdailyafrica.com/bd/lifestyle/health-fitness/how-kenya-tied-to-c-section-deliveries-3309756
[6] https://twitter.com/DDenewett/status/1365789870208221202
[6] https://twitter.com/nabilfikran10/status/1364210211469152261
[5] https://www.discovermagazine.com/health/are-cesarean-sections-named-after-julius-caesar

Top URLs in Tweet in G2:
[1] https://twitter.com/olawalesmd/status/1364478177410752514
[1] https://twitter.com/Dlaureate/status/1363911243388641280

Top URLs in Tweet in G3:
[23] https://www.animalvictory.org/pregnant_dog_died_after_fake_vet_performed_c_section_and_she_wasn_t_properly_sedated
[11] https://twitter.com/sjscasgds/status/1367364433916297216
[8] https://twitter.com/baddanadanabad/status/1365187393398075395
[6] https://people.com/health/1000-lb-sisters-amy-slaton-c-section-son-gage-birth-miracle-clip-exclusive/?utm_source=twitter.com&utm_medium=social&utm_campaign=social-share-article
[6] https://twitter.com/DDenewett/status/1365789870208221202
[5] https://www.discovermagazine.com/health/are-cesarean-sections-named-after-julius-caesar
[4] https://twitter.com/nabilfikran10/status/1364210211469152261
[4] https://www.instagram.com/accounts/login/
[4] https://twitter.com/ddenewett/status/1365789870208221202
[3] https://www.medscape.com/viewarticle/946247?src=soc_tw_210224_mscpedt_news_mdscp_pregnancy&faf=1

Top URLs in Tweet in G8:
[2] https://twitter.com/mmnjug/status/1366400292984672265
[1] https://twitter.com/agasshi_shan/status/1366604839329935360

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[25] cesarean
[24] gambia
[21] benin
[11] pregnancy
[9] neopapers
[9] 1000lbsisters
[8] covid19
[8] csection
[7] aajc
[7] medtwitter



Top Hashtags in Tweet in G3:
[9] neopapers
[8] cesarean
[7] pregnancy
[7] csection
[6] birth
[5] 1000lbsisters
[4] delivery
[4] pregnant
[4] medtwitter
[4] momlife

Top Hashtags in Tweet in G6:
[1] erasprotocols

Top Hashtags in Tweet in G9:
[1] onlychildmom

Top Words
Top Words in Tweet in Entire Graph:
[5246] section
[3684] baby
[3355] cesarean
[2106] delivery
[1770] time
[1711] today
[1670] delivered
[1628] wanted
[1618] morning
[1616] sirfyou

Top Words in Tweet in G1:
[3177] baby
[1611] section
[1609] sirfyou
[1593] cesarean
[1588] time
[1587] morning
[1587] wanted
[1586] delivered
[1585] sikh
[1584] heartbroken

Top Words in Tweet in G2:
[1878] delivery
[967] cesarean
[967] olawalesmd
[941] vaginal
[940] forms
[938] lemme
[938] again
[938] two
[938] normal
[938] known

Top Words in Tweet in G3:
[834] section
[153] cesarean
[138] baby
[105] birth
[80] emergency
[55] one
[54] still
[53] pregnant
[53] having
[49] performed

Top Words in Tweet in G4:
[535] kainaataltaaf
[525] getting
[524] imagine
[524] conceiving
[524] years
[524] marriage
[524] going
[524] 18
[524] hours
[524] labour

Top Words in Tweet in G5:
[229] section
[223] emergency
[215] victoriamonet
[213] labor
[212] days
[211] correction
[211] brain
[211] glitching
[211] lol
[211] friday

Top Words in Tweet in G6:
[10] section
[5] pain
[4] imani_barbarin
[4] know
[3] stopbaddocs
[3] headdock
[3] lelenapeacock
[3] leahgagewriter
[3] spinal
[3] cesarean

Top Words in Tweet in G7:
[126] man
[126] cesarean
[124] went
[123] 57
[123] pain
[123] body
[123] barely
[123] stand
[123] 45
[123] others

Top Words in Tweet in G8:
[91] section
[82] hospitals
[57] agasshi_shan
[56] private
[55] deliver
[54] increasingly
[54] asking
[54] women
[54] late
[54] friends

Top Words in Tweet in G9:
[73] ddenewett
[65] section
[26] pain
[11] labor
[10] cesarean
[10] epidural
[10] first
[10] emergency
[9] two
[9] worse

Top Words in Tweet in G10:
[85] section
[83] makeala_cachola
[62] made
[62] wear
[62] scrubs
[62] man
[62] feeling
[62] himself
[62] homeboy
[62] really

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1990] cesarean,section
[1600] delivered,baby
[1593] baby,cesarean
[1593] time,baby
[1591] heartbroken,today
[1591] today,morning
[1591] morning,delivered
[1591] section,baptised
[1591] baptised,sikh
[1591] sikh,couple

Top Word Pairs in Tweet in G1:
[1586] cesarean,section
[1585] baby,cesarean
[1584] heartbroken,today
[1584] today,morning
[1584] morning,delivered
[1584] delivered,baby
[1584] section,baptised
[1584] baptised,sikh
[1584] sikh,couple
[1584] couple,wanted

Top Word Pairs in Tweet in G2:
[939] vaginal,delivery
[938] lemme,again
[938] again,two
[938] two,forms
[938] forms,normal
[938] normal,delivery
[938] delivery,known
[938] known,man
[938] man,vaginal
[937] olawalesmd,lemme

Top Word Pairs in Tweet in G3:
[74] emergency,section
[45] cesarean,section
[43] performed,section
[34] died,fake
[34] fake,vet
[34] vet,performed
[34] section,properly
[34] properly,sedated
[33] pregnant,dog
[33] dog,died

Top Word Pairs in Tweet in G4:
[524] imagine,conceiving
[524] conceiving,years
[524] years,marriage
[524] marriage,going
[524] going,18
[524] 18,hours
[524] hours,labour
[524] labour,ultimately
[524] ultimately,getting
[524] getting,emergency

Top Word Pairs in Tweet in G5:
[223] emergency,section
[211] correction,emergency
[211] section,days
[211] days,labor
[211] labor,brain
[211] brain,glitching
[211] glitching,lol
[211] lol,friday
[211] friday,evening
[210] victoriamonet,correction

Top Word Pairs in Tweet in G6:
[2] section,scar
[2] justuslipsius17,bvarredondo
[2] bvarredondo,whitlockjason
[2] whitlockjason,mattbc
[2] mattbc,rebeccacokley
[2] rebeccacokley,imani_barbarin
[2] docroland,lelenapeacock
[2] lelenapeacock,shelley_bean60
[2] shelley_bean60,txsconstitution
[2] txsconstitution,tootwisted40

Top Word Pairs in Tweet in G7:
[123] went,57
[123] 57,pain
[123] pain,man
[123] man,body
[123] body,barely
[123] barely,stand
[123] stand,45
[123] 45,others
[123] others,go
[123] go,blade

Top Word Pairs in Tweet in G8:
[55] private,hospitals
[54] hospitals,increasingly
[54] increasingly,asking
[54] asking,women
[54] women,deliver
[54] deliver,section
[54] section,late
[54] late,friends
[54] friends,giving
[54] giving,birth

Top Word Pairs in Tweet in G9:
[11] ddenewett,section
[9] emergency,section
[5] toss,between
[4] child,birth
[4] physical,pain
[3] worse,section
[3] ddenewett,childbirth
[3] kidney,stones
[3] section,epidural
[3] 26,hours

Top Word Pairs in Tweet in G10:
[63] makeala_cachola,section
[62] section,made
[62] made,wear
[62] wear,scrubs
[62] scrubs,man
[62] man,feeling
[62] feeling,himself
[62] himself,homeboy
[62] homeboy,really
[62] really,contemplating

Top Replied-To
Top Replied-To in Entire Graph:
@ddenewett
@writerbrittanyb
@nesstea_
@rawbeautykristi
@loubinwally
@sirfyou
@meghanmccain
@surendra80
@p_j_richards
@cjtalksfunny

Top Replied-To in G1:
@sirfyou
@surendra80
@ndpsr
@shreyaamishra07
@gaiety05
@surinderskalwan
@jindkaur_

Top Replied-To in G2:
@olawalesmd
@nwaegbe_nkem

Top Replied-To in G5:
@victoriamonet
@burnerkhris
@leimrob

Top Replied-To in G6:
@justuslipsius17
@sharonmaxey2
@chrissy_8675309
@pain_voices
@slfox48
@ccontrarus
@thatrealdani
@irishbrat1966
@docroland

Top Replied-To in G8:
@agasshi_shan
@kinotioscar
@phenestochieng
@daisykenyan
@mmnjug

Top Replied-To in G9:
@ddenewett
@ladygrem
@spiritinmyshad1
@katalin_pota
@travisj87375179
@arachne646
@waynewolder
@pattibruton1
@ewoychowsky
@dadofcat

Top Replied-To in G10:
@makeala_cachola

Top Mentioned
Top Mentioned in Entire Graph:
@sirfyou
@olawalesmd
@kainaataltaaf
@victoriamonet
@isktweets
@sir_kb
@makeala_cachola
@gndedigwe
@thatssopaigee
@agasshi_shan

Top Mentioned in G1:
@sirfyou
@ndpsr
@jindkaur_
@surendra80
@shreyaamishra07
@malikashutosh
@amber72780038

Top Mentioned in G2:
@olawalesmd
@urchilla01
@gndedigwe
@vivadaraa
@dnurseadvocate

Top Mentioned in G3:
@di_dancin
@atotem143
@sam_fellowes
@snugglepuppy2
@marillion13
@vlad_jerkov
@ggf_00
@ningmengcao0604

Top Mentioned in G4:
@kainaataltaaf
@isktweets
@sirfyou

Top Mentioned in G5:
@victoriamonet
@victoriantribe

Top Mentioned in G6:
@imani_barbarin
@stopbaddocs
@headdock
@lelenapeacock
@leahgagewriter
@txsconstitution
@secondchances09
@eullrich11
@sandraemery7
@hope411adcock

Top Mentioned in G7:
@sir_kb
@olawalesmd

Top Mentioned in G8:
@agasshi_shan
@ramzzy_
@mmnjug
@thenairobihosp
@justalffie
@davemutegi
@kerubo_hillary
@albmil254
@osama_otero
@_crazynairobian

Top Mentioned in G9:
@ddenewett
@snickold
@tashvalucretia
@side_mom
@jeffreyaasen5

Top Mentioned in G10:
@makeala_cachola
@keilani_walker
@tiiiiaaarree

Top Tweeters
Top Tweeters in Entire Graph:
@gocoo_59
@gocoo
@mlnangalama
@leratomannya
@jijmpel
@mr1738
@ginalawriw
@caligirlleftie
@sddphoto
@life_sciences_

Top Tweeters in G1:
@breakinews
@_dharam_vir
@250praveen
@upma23
@sanjai2july
@satirist_indian
@joshirakesh2004
@nikhil_p_b
@muraliks_11
@waseemqadiri

Top Tweeters in G2:
@its_ybello
@yojora
@dappy_52
@sirkodili
@adebolaa_o
@oluwej
@iamswaga01
@stan_lxy
@ice131queen
@babybunorangel

Top Tweeters in G3:
@ginalawriw
@_globalcareers
@ussanews
@soulsistanatl
@charlee_buns
@chochilinoradio
@marillion13
@sillymickel
@monkey_viral
@uh_huh_honey

Top Tweeters in G4:
@the_artm
@connielnash
@outcast1500
@smollboy_abby
@khizzak
@isktweets
@gul5waqas
@sochrhi_hun
@amsyedafatima
@jxzibx

Top Tweeters in G5:
@gocoo_59
@gocoo
@x_vintagebesos
@kuhlaniszn
@__shanewilliams
@hippieshauna
@p_man_74
@cavalierseule_
@hiro_thekid
@chefmajjiin

Top Tweeters in G6:
@cmargaronis
@npr
@deeenst
@spicypurritos
@lelenapeacock
@mattbc
@rebeccacokley
@younggrady5k
@leahgagewriter
@imani_barbarin

Top Tweeters in G7:
@marmyla
@mr_emmcap__
@faatus_
@daudachanso
@el_maimx
@haruna__shehu
@itz_shahi
@thatanisagirl
@bash_muk
@yourgirlpeaches

Top Tweeters in G8:
@habbradley
@tusk8rman
@mwirigi
@mmnjug
@ifortknox
@miss_khaimia
@theeddie24ful
@potentash
@joe_kihuha
@canduh_

Top Tweeters in G9:
@katalin_pota
@theladyarcher77
@mygrannythegeek
@wondermomwic
@gonzosmom
@snickold
@inglouriousgwen
@orangepeel18
@artistgails
@shelleymcelyea1

Top Tweeters in G10:
@cheyziee
@idkashhh_
@bbystephh
@missmotamota
@asina_marie
@nxxd_
@shatayyytayyy
@luavuitton
@axngelica
@jaasminexo_


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