cesarean OR c-section, Twitter, 3/12/2021 11:34:43 PM, 250538


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cesarean OR c-section_2021-03-12_06-29-01.xlsx
cesarean OR c-section_2021-03-12_06-29-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 12, 2021
Short Description:
cesarean OR c-section via NodeXL https://bit.ly/3ldi211
@olawalesmd
@sisi_yemmie
@sirfyou
@jahanzebhq
@thatsadshamyl
@yangerinc
@isktweets
@gndedigwe
@tessyigwe
@madame_blunt

Top hashtags:
#internationalwomensday
#cesarean
#gambia
#benin
#covid19
#frenchie
#justice

Description:
Description
The graph represents a network of 8,810 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, 12 March 2021 at 14:35 UTC.

The requested start date was Friday, 12 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 11-day, 19-hour, 54-minute period from Sunday, 28 February 2021 at 05:05 UTC to Friday, 12 March 2021 at 01:00 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 : 8810
Unique Edges : 4065
Edges With Duplicates : 9696
Total Edges : 13761
Number of Edge Types : 5
Mentions : 1301
Replies to : 1430
Tweet : 1419
Retweet : 4602
MentionsInRetweet : 5009
Self-Loops : 1449
Reciprocated Vertex Pair Ratio : 0.0134346587053874
Reciprocated Edge Ratio : 0.0265131226566685
Connected Components : 2067
Single-Vertex Connected Components : 953
Maximum Vertices in a Connected Component : 1408
Maximum Edges in a Connected Component : 2981
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.513091
Graph Density : 9.62280734193914E-05
Modularity : 0.569552
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 8,810 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, 12 March 2021 at 14:35 UTC.

The requested start date was Friday, 12 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 11-day, 19-hour, 54-minute period from Sunday, 28 February 2021 at 05:05 UTC to Friday, 12 March 2021 at 01:00 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:
[16] https://twitter.com/sjscasgds/status/1367364433916297216
[7] https://www.painmedicinenews.com/Online-First/Article/02-21/Enhanced-Recovery-Protocols-Could-Be-Key-to-Improving-Outcomes-After-Cesarean-Delivery/62625?utm_source=Social&utm_medium=twitter&utm_campaign=x0304ces
[7] https://www.businessdailyafrica.com/bd/lifestyle/health-fitness/how-kenya-tied-to-c-section-deliveries-3309756
[6] https://byq6z.app.goo.gl/S77gs
[6] https://twitter.com/Tramaracts/status/1368119174342586368
[6] https://twitter.com/DDenewett/status/1365789870208221202
[5] https://twitter.com/tramaracts/status/1368119174342586368
[5] https://twitter.com/nytimes/status/1367570566534877186
[4] https://anchor.fm/outdaboxtalks/episodes/Episode-53-One-Be-Lo-Interview-emoiv3
[4] https://www.youtube.com/watch?v=qu9x0aW8pNA&feature=youtu.be


Top URLs in Tweet in G1:
[14] https://twitter.com/sjscasgds/status/1367364433916297216
[6] https://twitter.com/DDenewett/status/1365789870208221202
[4] https://spitupandsitups.com/c-section-recovery-must-haves/
[3] https://www.instagram.com/accounts/login/
[3] https://worldnewsdailyreport.com/man-sues-kentucky-hospital-for-1-2m-after-doctors-accidentally-performed-c-section-on-him/
[3] https://www.thehindu.com/news/national/karnataka/study-finds-elective-c-section-might-contribute-to-excess-weight-in-children/article33984405.ece
[3] https://twitter.com/tramaracts/status/1368119174342586368
[3] https://ladyfreethinker.org/sign-justice-for-pregnant-french-bulldog-cut-open-by-fake-vet-on-tiktok/?utm_source=Newsletter
[3] https://twitter.com/sisi_yemmie/status/1368302889035251714
[3] https://twitter.com/kosmetickrys/status/1369689668929937415

Top URLs in Tweet in G3:
[1] https://twitter.com/Dlaureate/status/1363911243388641280

Top URLs in Tweet in G4:
[1] https://www.youtube.com/watch?v=KxBlrPkd7TQ&feature=youtu.be

[1] https://twitter.com/stdennard/status/1321604489615446018
[1] https://twitter.com/msadao/status/1368314975891173376
[1] https://twitter.com/sisi_yemmie/status/1368302889035251714

Top URLs in Tweet in G5:
[1] https://twitter.com/abcdefuck0f/status/1368261103080386568

Top URLs in Tweet in G7:
[1] https://twitter.com/LizerReal/status/1369038578215514113?s=20

Top URLs in Tweet in G8:
[1] https://twitter.com/TheFineFeminine/status/1368778926273814530

Top URLs in Tweet in G9:
[1] https://www.ichowk.in/society/normal-delivery-vs-cesarean-delivery-pros-and-cons-aishwarya-rai-opinion-on-what-is-best-option-for-baby-birth/story/1/19586.html

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[90] internationalwomensday
[39] cesarean
[24] gambia
[21] benin
[15] covid19
[14] frenchie
[13] justice
[13] neopapers
[12] iwd2021
[11] csection



Top Hashtags in Tweet in G1:
[13] neopapers
[10] cesarean
[8] csection
[7] pregnancy
[5] 1000lbsisters
[5] momlife
[5] birth
[4] medtwitter
[4] penicillin
[4] twitfrg

Top Hashtags in Tweet in G3:
[85] internationalwomensday

Top Hashtags in Tweet in G4:
[1] mindsetreset

Top Hashtags in Tweet in G9:
[2] aishwaryaraibachchan
[2] motherhood
[1] gynecology

Top Words
Top Words in Tweet in Entire Graph:
[5784] section
[1926] baby
[1907] cesarean
[1041] women
[973] time
[941] today
[868] birth
[819] one
[750] many
[749] having

Top Words in Tweet in G1:
[954] section
[167] baby
[161] cesarean
[129] birth
[83] emergency
[68] having
[65] born
[56] during
[56] delivery
[56] time

Top Words in Tweet in G2:
[1212] baby
[610] section
[609] cesarean
[607] delivered
[606] time
[606] sirfyou
[605] heartbroken
[605] today
[605] morning
[605] baptised

Top Words in Tweet in G3:
[614] olawalesmd
[609] women
[534] section
[533] cesarean
[522] one
[521] opt
[521] cost
[520] reasons
[520] many
[520] nigerian

Top Words in Tweet in G4:
[667] section
[627] sisi_yemmie
[478] woman
[472] having
[471] anybody
[471] shames
[471] uneducated
[471] lacks
[471] common
[471] sense

Top Words in Tweet in G5:
[259] pregnancy
[259] child
[259] birth
[259] approximately
[259] 40
[259] years
[259] periods
[259] hardest
[259] naturally
[259] occurring

Top Words in Tweet in G6:
[244] bad
[244] bunny
[244] pregnant
[244] gone
[244] missing
[244] due
[244] day
[244] requires
[244] medical
[244] attention

Top Words in Tweet in G7:
[226] lizerreal
[194] international
[194] women's
[194] day
[192] pic
[192] pictures
[191] today
[191] combating
[191] dick
[191] trend

Top Words in Tweet in G8:
[229] section
[222] emergency
[212] victoriamonet
[211] labor
[210] days
[209] correction
[209] brain
[209] glitching
[209] lol
[209] friday

Top Words in Tweet in G9:
[163] section
[159] time
[155] yangerinc
[155] guess
[155] safely
[155] agree
[155] high
[155] intervention
[8] baby
[8] र

Top Words in Tweet in G10:
[128] infection
[127] last
[127] week
[127] diagnosed
[127] patient
[127] hiv
[127] stage
[127] story
[127] know
[126] isktweets

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1395] cesarean,section
[688] nigerian,women
[687] many,nigerian
[620] delivered,baby
[615] baby,cesarean
[611] heartbroken,today
[611] today,morning
[611] morning,delivered
[611] section,baptised
[611] baptised,sikh

Top Word Pairs in Tweet in G1:
[75] emergency,section
[51] cesarean,section
[25] section,scar
[25] having,section
[23] section,baby
[21] born,section
[16] birth,section
[15] cesarean,delivery
[14] giving,birth
[14] during,section

Top Word Pairs in Tweet in G2:
[607] cesarean,section
[605] heartbroken,today
[605] today,morning
[605] morning,delivered
[605] delivered,baby
[605] baby,cesarean
[605] section,baptised
[605] baptised,sikh
[605] sikh,couple
[605] couple,wanted

Top Word Pairs in Tweet in G3:
[530] cesarean,section
[521] women,opt
[520] one,reasons
[520] reasons,many
[520] many,nigerian
[520] nigerian,women
[520] opt,cesarean
[520] section,indicated
[520] indicated,cost
[520] cost,average

Top Word Pairs in Tweet in G4:
[472] woman,having
[472] having,section
[471] anybody,shames
[471] shames,woman
[471] section,uneducated
[471] uneducated,lacks
[471] lacks,common
[471] common,sense
[471] sense,empathy
[471] empathy,fault

Top Word Pairs in Tweet in G5:
[259] pregnancy,child
[259] child,birth
[259] birth,approximately
[259] approximately,40
[259] 40,years
[259] years,periods
[259] periods,hardest
[259] hardest,naturally
[259] naturally,occurring
[259] occurring,events

Top Word Pairs in Tweet in G6:
[244] bad,bunny
[244] bunny,pregnant
[244] pregnant,gone
[244] gone,missing
[244] missing,due
[244] due,day
[244] day,requires
[244] requires,medical
[244] medical,attention
[244] attention,deliver

Top Word Pairs in Tweet in G7:
[194] international,women's
[194] women's,day
[191] today,international
[191] day,combating
[191] combating,dick
[191] dick,pic
[191] pic,trend
[191] trend,sending
[191] sending,thousands
[191] thousands,random

Top Word Pairs in Tweet in G8:
[222] emergency,section
[209] correction,emergency
[209] section,days
[209] days,labor
[209] labor,brain
[209] brain,glitching
[209] glitching,lol
[209] lol,friday
[209] friday,evening
[208] victoriamonet,correction

Top Word Pairs in Tweet in G9:
[155] guess,safely
[155] safely,agree
[155] agree,high
[155] high,time
[155] time,section
[155] section,intervention
[154] yangerinc,guess
[4] sirfyou,heartbroken
[4] heartbroken,today
[4] today,morning

Top Word Pairs in Tweet in G10:
[127] last,week
[127] week,diagnosed
[127] diagnosed,patient
[127] patient,hiv
[127] hiv,infection
[127] infection,stage
[127] story,know
[126] isktweets,last
[126] stage,story
[125] know,sh

Top Replied-To
Top Replied-To in Entire Graph:
@ddenewett
@pixieskygoddess
@lizerreal
@nesstea_
@meghanmccain
@kriskling
@sisi_yemmie
@hoghunterbob
@rawbeautykristi
@stop_trump20

Top Replied-To in G2:
@ndpsr
@sirfyou
@surendra80

Top Replied-To in G3:
@olawalesmd
@nwaegbe_nkem
@belyn_da

Top Replied-To in G4:
@sisi_yemmie
@stelladamasus
@eyecandyuby
@zenith4luv
@ndmyty11
@zinn_gott

Top Replied-To in G6:
@tobystewart420
@mimi2bc
@thatericalper

Top Replied-To in G7:
@lizerreal
@nagy_zach
@andifine
@wyngalbraith
@d20mom
@gemini6ice
@chaunceycc

Top Replied-To in G8:
@victoriamonet
@msaallyhia

Top Replied-To in G9:
@yangerinc

Top Mentioned
Top Mentioned in Entire Graph:
@olawalesmd
@sisi_yemmie
@sirfyou
@thatsadshamyl
@abc13houston
@victoriamonet
@lizerreal
@yangerinc
@isktweets
@gndedigwe

Top Mentioned in G1:
@vlad_jerkov
@ggf_00
@ningmengcao0604
@beaute_du_noir_
@newmomsforum
@scarbandit
@dalnoaman

Top Mentioned in G2:
@sirfyou
@malikashutosh
@ndpsr

Top Mentioned in G3:
@olawalesmd
@sunnet4me
@bishopineme
@goodybae2
@niyiakinmolayan
@urchilla01
@gndedigwe

Top Mentioned in G4:
@sisi_yemmie
@olawalesmd
@sarahjeannxo
@chief_iffy
@busariibukun1
@zenith4luv
@17_xcx
@dlaureate
@mixfay

Top Mentioned in G5:
@thatsadshamyl

Top Mentioned in G6:
@abc13houston
@swissmontana6
@nowthisnews
@thatericalper

Top Mentioned in G7:
@lizerreal
@carriebear421
@d20mom
@mhmesses
@profbootyphd
@coolauntv

Top Mentioned in G8:
@victoriamonet
@victoriantribe

Top Mentioned in G9:
@yangerinc
@sirfyou
@patriotic_zmbie
@faizan0008
@ichowk_
@jyotigupta_mini

Top Mentioned in G10:
@isktweets
@thatsadshamyl
@sirfyou

Top Tweeters
Top Tweeters in Entire Graph:
@gocoo_59
@gocoo
@dichristine
@mlnangalama
@leratomannya
@teshawnedmonds
@baarahk
@ginalawriw
@sddphoto
@caligirlleftie

Top Tweeters in G1:
@ginalawriw
@_globalcareers
@ussanews
@lianabrooks
@suckafreetee
@kdzwierzynski
@vancouversun
@sillymickel
@minyawn
@nomad_blcksheep

Top Tweeters in G2:
@joshirakesh2004
@muraliks_11
@syzsyfqh_
@samyagdrsti
@bhakthlokesh
@gr8india
@sharmaroyals
@kumbalagodk
@kabirazad2017
@sanjayranjan

Top Tweeters in G3:
@esnesy
@floochowsky
@_isheikh
@still_maryam
@iamswaga01
@djamilmubaraq
@dayo_mufc
@uzorahanotu
@unclesamad_
@iniquevirus

Top Tweeters in G4:
@kemaaayyyy
@simplemacsmith
@tcompton_lion
@adetigerr
@sofie_lovee
@duchessbidex
@iam_bayyou
@cartha_of_cfc
@marmyla
@aubreyojoshu

Top Tweeters in G5:
@alvina91
@holaitsak47
@angryredd
@shaat_up
@m_ahmad07
@afoodiemugglee
@thekomalshahid
@rantingsedsoul
@senatorsameer
@ekinsaaaan

Top Tweeters in G6:
@blubdha
@truemira
@abc13houston
@copper_soul
@ebscbwi
@bryanisyodaddy
@brandilynn4ever
@nowthisnews
@goddessbabyyy_
@thatericalper

Top Tweeters in G7:
@mharvey816
@love_bug1016
@anickel4thought
@heatherpeno
@lostgirl2323
@mr_friend_zone
@ricardoharvin
@gingerhotdish
@trillian_01
@gemini6ice

Top Tweeters in G8:
@gocoo_59
@gocoo
@x_vintagebesos
@kuhlaniszn
@__shanewilliams
@hippieshauna
@p_man_74
@cavalierseule_
@hiro_thekid
@overanalystvera

Top Tweeters in G9:
@mangellife29
@basu_smarajit
@pararjs
@investmena
@jobeegeorgeous
@greatairi
@researchaditya
@impnahar99
@luckystrike_007
@vikasjha1996

Top Tweeters in G10:
@khizzak
@isktweets
@gul5waqas
@sochrhi_hun
@amsyedafatima
@manishsarangal1
@iizlit
@i_nyctophile
@talhajawed_
@biyaali9


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