cesarean OR c-section, Twitter, 2/12/2021 2:57:17 PM, 247572


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cesarean OR c-section_2021-02-12_06-29-01.xlsx
cesarean OR c-section_2021-02-12_06-29-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 12, 2021
Short Description:
cesarean OR c-section via NodeXL https://bit.ly/3qsuJqJ
@kris_sacrebleu
@patinkinmandy
@leslielee327
@sassye
@such_a_frknlady
@jahbetis
@lovely2bme81
@othats_keem
@ap
@beylegion

Top hashtags:
#covid19
#cesarean
#who
#citicbs
#dkbk
#pregnancy
#csection
#obgyn
#birth

Description:
Description
The graph represents a network of 9,214 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 February 2021 at 14:37 UTC.

The requested start date was Friday, 12 February 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 13-day, 10-hour, 2-minute period from Friday, 29 January 2021 at 14:46 UTC to Friday, 12 February 2021 at 00:48 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 : 9214
Unique Edges : 5770
Edges With Duplicates : 7607
Total Edges : 13377
Number of Edge Types : 5
Retweet : 3281
MentionsInRetweet : 3743
Tweet : 2225
Replies to : 1903
Mentions : 2225
Self-Loops : 2256
Reciprocated Vertex Pair Ratio : 0.0168020933755681
Reciprocated Edge Ratio : 0.0330488961126913
Connected Components : 2944
Single-Vertex Connected Components : 1530
Maximum Vertices in a Connected Component : 477
Maximum Edges in a Connected Component : 934
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 3.179283
Graph Density : 8.69728275117141E-05
Modularity : 0.61028
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 9,214 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 February 2021 at 14:37 UTC.

The requested start date was Friday, 12 February 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 13-day, 10-hour, 2-minute period from Friday, 29 January 2021 at 14:46 UTC to Friday, 12 February 2021 at 00:48 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:
[75] https://twitter.com/sydneybattle/status/1357433358372925440
[47] https://twitter.com/SydneyBattle/status/1357433358372925440
[45] https://twitter.com/kvslt/status/1359499620338962437
[26] https://www.dailystar.co.uk/showbiz/amy-schumer-praised-showing-cute-23419321
[26] https://thekashmirwalla.com/2021/02/doctors-perform-unnecessary-cesarean-deliveries-for-money-dak/
[25] https://citinewsroom.com/2021/02/monkey-delivers-baby-through-c-section-at-kumasi-zoo-photos/
[20] https://twitter.com/phillipnandez/status/1356218767697559556
[15] https://www.wsj.com/articles/how-much-does-a-c-section-cost-at-one-hospital-anywhere-from-6-241-to-60-584-11613051137?mod=hp_lead_pos5
[14] https://timesofindia.indiatimes.com/india/c-section-most-performed-surgery-in-india-report/articleshow/80719770.cms
[12] https://www.dailystar.co.uk/showbiz/dani-dyer-felt-like-failure-23439697

Top URLs in Tweet in G1:
[71] https://twitter.com/sydneybattle/status/1357433358372925440
[44] https://twitter.com/kvslt/status/1359499620338962437
[42] https://twitter.com/SydneyBattle/status/1357433358372925440
[20] https://twitter.com/phillipnandez/status/1356218767697559556
[7] https://www.wsj.com/articles/how-much-does-a-c-section-cost-at-one-hospital-anywhere-from-6-241-to-60-584-11613051137
[6] https://twitter.com/beylegion/status/1355697591896461315
[6] https://www.glamour.com/story/amy-schumer-shared-a-photo-of-her-cute-c-section-scar-and-moms-are-loving-it
[6] https://www.wsj.com/articles/how-much-does-a-c-section-cost-at-one-hospital-anywhere-from-6-241-to-60-584-11613051137?mod=hp_lead_pos4
[4] https://musingsofawinsomeheart.blogspot.com/2019/03/manasseh-cesarean-sections-abortion.html
[4] https://www.sciencedaily.com/releases/2021/02/210203162305.htm

Top URLs in Tweet in G2:
[1] https://twitter.com/acyn/status/1356791749738328064

Top URLs in Tweet in G4:
[1] https://twitter.com/sydneybattle/status/1357433358372925440

Top URLs in Tweet in G5:
[26] https://thekashmirwalla.com/2021/02/doctors-perform-unnecessary-cesarean-deliveries-for-money-dak/
[1] https://twitter.com/tkwmag/status/1357992197333786627
[1] https://www.youtube.com/watch?v=qqdyef8l370&feature=youtu.be

[1] https://twitter.com/rj_vijdan/status/1358092493225562112
[1] https://twitter.com/_Ishfaq_/status/1358169589536813058
[1] https://twitter.com/rj_vijdan/status/1358097938635919361
[1] https://kashmirbylines.com/2021/02/06/birth-has-become-a-lucrative-business-in-kashmir-doctors-perform-unnecessary-cesarean-deliveries-for-money-dak/

Top URLs in Tweet in G7:
[1] https://apnews.com/article/health-madison-us-news-wisconsin-coronavirus-pandemic-d79ec585736dc2aed6a78eb313f3e9b6?utm_source=Twitter&utm_campaign=SocialFlow&utm_medium=AP

Top URLs in Tweet in G10:
[1] https://twitter.com/llagathaal/status/1355741484386021378

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[93] covid19
[61] cesarean
[41] who
[24] citicbs
[22] dkbk
[21] pregnancy
[21] csection
[18] obgyn
[18] birth
[17] westdarfur



Top Hashtags in Tweet in G1:
[15] csection
[12] pregnancy
[11] cesarean
[11] birth
[10] neopapers
[6] obgyn
[6] amyschumer
[6] momlife
[5] canada
[5] delivery

Top Hashtags in Tweet in G2:
[1] trumpcrimefamily
[1] donthecon

Top Hashtags in Tweet in G3:
[3] sb19
[3] sb19_tilaluha_20kviews

Top Hashtags in Tweet in G4:
[1] mommastrong
[1] noapologiesneeded
[1] thanksma
[1] sorry
[1] csectionstories

Top Hashtags in Tweet in G5:
[41] who
[7] kashmir

Top Words
Top Words in Tweet in Entire Graph:
[5673] section
[1220] cesarean
[1086] baby
[796] birth
[755] miss
[746] weâ
[658] need
[607] being
[546] having
[543] emergency

Top Words in Tweet in G1:
[1484] section
[272] cesarean
[225] baby
[173] birth
[173] scar
[131] born
[107] emergency
[99] need
[97] mom
[97] amy

Top Words in Tweet in G2:
[742] miss
[728] weâ
[376] section
[374] kris_sacrebleu
[374] bamboo
[373] root
[373] canal
[371] yah
[371] ll
[371] having

Top Words in Tweet in G3:
[213] ang
[211] a'tin
[211] ng
[211] sa
[211] buntis
[211] panganay
[210] kaloka
[210] matapos
[210] soft
[210] hours

Top Words in Tweet in G4:
[127] sydneybattle
[106] section
[41] weeks
[39] mom
[37] born
[34] late
[26] days
[24] early
[21] lbs
[21] labor

Top Words in Tweet in G5:
[112] cesarean
[81] deliveries
[64] doctors
[55] perform
[52] rj_vijdan
[44] rates
[42] 10
[42] more
[42] percent
[41] #who

Top Words in Tweet in G6:
[117] section
[116] dead
[116] ass
[116] learn
[116] anything
[116] youtube
[116] hmu
[116] need
[115] jason____p
[2] giving

Top Words in Tweet in G7:
[117] cesarean
[117] section
[116] ap
[116] first
[116] time
[116] wisconsin
[116] mother
[116] met
[116] baby
[116] delivered

Top Words in Tweet in G8:
[90] kvslt
[90] section
[4] uh
[3] help
[2] ok
[2] okay

Top Words in Tweet in G9:
[95] cesarean
[94] baby
[92] 1780
[92] before
[92] sections
[92] large
[92] pass
[92] birth
[92] canal
[92] parts

Top Words in Tweet in G10:
[56] section
[31] doula
[28] patinkinmandy
[28] scar
[27] wisdom
[27] normal
[27] partner
[27] support
[27] professional
[27] experience

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[508] need,section
[472] anything,youtube
[470] learn,anything
[446] youtube,hmu
[444] hmu,need
[414] emergency,section
[376] canal,section
[375] root,canal
[375] section,bamboo
[374] ll,miss

Top Word Pairs in Tweet in G1:
[132] section,scar
[95] emergency,section
[94] amy,schumer
[79] need,section
[76] cesarean,section
[69] anything,youtube
[67] learn,anything
[66] youtube,hmu
[64] hmu,need
[52] dead,ass

Top Word Pairs in Tweet in G2:
[373] root,canal
[373] canal,section
[373] section,bamboo
[371] ll,miss
[371] miss,having
[371] having,fucking
[371] fucking,root
[371] bamboo,shoved
[371] shoved,nailbeds
[371] nailbeds,being

Top Word Pairs in Tweet in G3:
[210] kaloka,a'tin
[210] a'tin,matapos
[210] matapos,ang
[210] ang,soft
[210] soft,hours
[210] hours,mga
[210] mga,kanta
[210] kanta,ng
[210] ng,sb19
[210] sb19,inihahantulad

Top Word Pairs in Tweet in G4:
[19] emergency,section
[15] due,date
[14] weeks,late
[13] sanorific,sydneybattle
[11] sydneybattle,four
[11] four,pound
[11] pound,broke
[11] broke,water
[11] water,35
[11] 35,weeks

Top Word Pairs in Tweet in G5:
[41] #who,states
[41] states,cesarean
[41] cesarean,rates
[41] rates,more
[41] more,10
[41] 10,percent
[41] percent,total
[41] total,deliveries
[41] deliveries,performed
[40] rj_vijdan,#who

Top Word Pairs in Tweet in G6:
[116] dead,ass
[116] ass,learn
[116] learn,anything
[116] anything,youtube
[116] youtube,hmu
[116] hmu,need
[116] need,section
[115] jason____p,dead

Top Word Pairs in Tweet in G7:
[117] cesarean,section
[116] first,time
[116] time,wisconsin
[116] wisconsin,mother
[116] mother,met
[116] met,baby
[116] baby,delivered
[116] delivered,nearly
[116] nearly,three
[116] three,months

Top Word Pairs in Tweet in G8:
[87] kvslt,section
[4] section,uh
[3] section,help
[2] section,ok

Top Word Pairs in Tweet in G9:
[92] 1780,before
[92] before,cesarean
[92] cesarean,sections
[92] sections,baby
[92] baby,large
[92] large,pass
[92] pass,birth
[92] birth,canal
[92] canal,parts
[92] parts,pelvis

Top Word Pairs in Tweet in G10:
[27] normal,partner
[27] partner,support
[27] support,professional
[27] professional,experience
[27] experience,research
[27] research,shows
[27] shows,doula
[27] doula,50
[26] patinkinmandy,wisdom
[23] section,scar

Top Replied-To
Top Replied-To in Entire Graph:
@sydneybattle
@kvslt
@chrissyteigen
@hilaryagro
@cernovich
@chrissyfarr
@beylegion
@jawn_d0e
@kierstenbrunn
@genevievemitch

Top Replied-To in G1:

Top Replied-To in G2:
@kris_sacrebleu
@rmaestri3

Top Replied-To in G4:
@sydneybattle
@abigailhannahs
@sanorific
@foamingnonsense
@raging_banshee
@rachelquenzer
@pinkhairlife
@ccsullivan8
@haruchans
@katiesmovies

Top Replied-To in G5:
@_ishfaq_
@rj_vijdan
@what_the_thrath
@drmohdyounis1
@haiqanowsheen

Top Replied-To in G6:
@thareal_vee

Top Replied-To in G7:
@ap

Top Replied-To in G8:
@kvslt

Top Replied-To in G10:
@beylegion
@treshiq
@clai_doh
@such_a_frknlady
@yoncevocals
@patinkinmandy
@meaningofmimi
@dmwilliams77
@aflyblackleftie
@masterofself1

Top Mentioned
Top Mentioned in Entire Graph:
@kris_sacrebleu
@jahbetis
@ap
@jason____p
@ihuezemd
@yeolthe0ne
@hjr_bae
@beltrew
@cobbkitties
@_ccruzz

Top Mentioned in G1:
@dealsaffi
@peconiclady
@mzstarrburst
@kevin__k9
@goodstuffcbd
@tameelirshadage
@tlegitimate
@grace_quantock
@perioperativem2

Top Mentioned in G2:
@kris_sacrebleu
@barronibaloney
@wallisweaver

Top Mentioned in G3:
@jahbetis
@sb19official

Top Mentioned in G4:
@sydneybattle
@sanorific
@1tayyyy
@haruchans
@evelynaekokokay
@murfam4
@colebrookross
@legendsofmia
@imaginaryerika
@marie_farmer_mm

Top Mentioned in G5:
@rj_vijdan
@tkwmag
@ullahi_
@ranvi_1814
@kashmirbylines
@_ishfaq_
@burgerrkhan
@shiqwaa
@_inshamajeed
@oncologycorner_

Top Mentioned in G6:
@jason____p
@malumerichie

Top Mentioned in G7:
@ap

Top Mentioned in G8:
@rosehazz
@kthcltr
@prettysavgemix

Top Mentioned in G9:
@ihuezemd
@sports_doctor2

Top Mentioned in G10:
@patinkinmandy
@beylegion
@meaningofmimi
@clai_doh
@such_a_frknlady
@pds123456
@kissesandhugs1
@nonny_mpata
@maddiebratt
@yoncevocals

Top Tweeters
Top Tweeters in Entire Graph:
@salvesayson
@wengcookie
@pinkyfaye
@rashidaldosari
@derick04kt1772
@applesupport
@robre62
@aldubftnqt
@ellina_gen
@watsupafrica

Top Tweeters in G1:
@andyvermaut
@pairsonnalitesn
@eurekamag
@cooldealca
@_globalcareers
@thedextazlab
@realmamaeagle
@ok_magazine
@johnapp63499667
@taa_stee

Top Tweeters in G2:
@kak089
@eykis
@sar_oso
@solusnan1
@breakingnewzman
@joanisparkles
@tartancobweb
@choclablover
@trumpgot2go
@boris3324

Top Tweeters in G3:
@jahstforu
@kenrenalo
@gitzshella
@jjahzzling_kt
@dontmindme_okay
@madame_kilay
@stellberrynette
@sejunized_atin
@elaiken_sb19
@mherieshin

Top Tweeters in G4:
@unlewis
@janet_yackle
@libyaliberty
@sixpersistsblue
@imaginaryerika
@jgumbel
@thisniss
@rachelquenzer
@bustalime91
@kidcasteel

Top Tweeters in G5:
@mantaqii
@haiderworld
@mpakeez7
@aamman22
@owaisbhat41
@ktassociationn
@hukusbukus1
@hariskoshur
@fzbtweets
@nazeyamanzoor

Top Tweeters in G6:
@kele_tebza
@nkosivumileduma
@kingdomofpoetry
@azania_kal
@progieminnie
@bonzz04
@cwesilyfstyle
@sir_tjovitjoh
@_iamriseman
@nneliwe

Top Tweeters in G7:
@rashidaldosari
@robre62
@joleonbusby
@ken_crichlow
@rebellegrrl
@henjoeschmoe
@pink1963dsw
@wkndgirl
@protectingterra
@dardar1126

Top Tweeters in G8:
@rosehazz
@cypherjdb
@louietblood
@kaiserg0th
@parkspinkiee
@kageyamalftv
@yoongljimin
@silenttsun
@avocadooooe
@jmic0re

Top Tweeters in G9:
@nerdy_dami
@coveredinwords
@harieson
@small__madam
@1st_chidi
@janettalkss
@gabi_g_bril
@glitzy_cynthia
@abumchetachi
@misboxie

Top Tweeters in G10:
@justwhatnowwhy
@leslielee327
@aprylsmithts
@aflyblackleftie
@ae4ca
@mz2euceboss
@such_a_frknlady
@nathanmillion
@recognize_taste
@jazziknits


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