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cesarean OR c-section_2019-04-21_10-04-05.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
April 21, 2019
Short Description:
cesarean OR c-section via NodeXL http://bit.ly/2V98zxh
@freeblackgirl
@ajplus
@davequast
@kmboling
@owlfoxvt
@wtg4gateau
@icecreamkohn2
@nothing_was
@harrys_grace
@cryptonait

Top hashtags:
#homecoming
#csection
#cesarean
#pregnancy
#birth
#efinafintechgrant

Description:
Description
The graph represents a network of 5,614 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 Sunday, 21 April 2019 at 17:05 UTC.

The requested start date was Sunday, 21 April 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 2-day, 19-hour, 7-minute period from Thursday, 18 April 2019 at 04:46 UTC to Saturday, 20 April 2019 at 23:53 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 : 5614
Unique Edges : 5509
Edges With Duplicates : 179
Total Edges : 5688
Number of Edge Types : 3
Replies to : 303
Mentions : 4902
Tweet : 483
Self-Loops : 483
Reciprocated Vertex Pair Ratio : 0.00409916064805778
Reciprocated Edge Ratio : 0.00816485225505443
Connected Components : 650
Single-Vertex Connected Components : 326
Maximum Vertices in a Connected Component : 4044
Maximum Edges in a Connected Component : 4170
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 2.548331
Graph Density : 0.000163242602307953
Modularity : 0.52782
NodeXL Version : 1.0.1.410

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[10] https://g4celeb.com/beyonce-reveals-she-had-emergency-c-section-delivery-one-of-my-babies-hearts-stopped-while-in-the-womb-she-said/
[9] https://www.ctvnews.ca/health/babies-born-via-c-section-more-prone-to-allergies-asthma-study-1.4387238
[6] https://www.businessinsider.co.za/discovery-c-sections-natural-births-2019-4
[5] https://apple.news/AZcAtuMUeQuu7iuwjnKNVnQ
[5] https://m.huffpost.com/us/entry/us_5cb87c00e4b09dc528cec542?ncid=tweetlnkushpmg00000067
[4] https://www.bitchmedia.org/article/bitch-interview/monifa-bandele-serena-williams-maternal-mortality
[4] https://www.contemporaryobgyn.net/article/evidence-based-cesarean-delivery-guidelines
[3] https://spitupandsitups.com/c-section-recovery-must-haves/
[3] https://musingsofawinsomeheart.blogspot.com/2019/03/manasseh-cesarean-sections-abortion.htm
[3] https://www.miamiherald.com/news/local/community/broward/article229386529.html

Top URLs in Tweet in G1:
[1] https://www.bitchmedia.org/article/bitch-interview/monifa-bandele-serena-williams-maternal-mortality
[1] https://twitter.com/dreamyonce3478/status/1118959336057966592

Top URLs in Tweet in G2:
[10] https://g4celeb.com/beyonce-reveals-she-had-emergency-c-section-delivery-one-of-my-babies-hearts-stopped-while-in-the-womb-she-said/
[4] https://www.ctvnews.ca/health/babies-born-via-c-section-more-prone-to-allergies-asthma-study-1.4387238
[3] https://www.miamiherald.com/news/local/community/broward/article229386529.html
[3] https://twitter.com/freeblackgirl/status/1118655326537093122
[3] https://apple.news/AZcAtuMUeQuu7iuwjnKNVnQ
[3] https://musingsofawinsomeheart.blogspot.com/2019/03/manasseh-cesarean-sections-abortion.htm
[2] https://www.webmd.com/parenting/baby/news/20190417/moms-on-medicaid-develop-more-c-section-infections?src=RSS_PUBLIC
[2] http://www.madmommy.ca/scheduled-c-section/
[2] https://twitter.com/dreamyonce3478/status/1118959336057966592
[2] http://huffp.st/hw7Sk8r?ncid=tweetlnkushpmg00000041

Top URLs in Tweet in G4:
[1] https://twitter.com/atuteur/status/1118604083156410369

Top URLs in Tweet in G8:
[5] https://m.huffpost.com/us/entry/us_5cb87c00e4b09dc528cec542?ncid=tweetlnkushpmg00000067
[1] https://link.medium.com/UOFBysYr2V
[1] https://rewire.news/article/2009/07/01/how-a-lateterm-abortion-saved-my-life/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[291] homecoming
[21] csection
[15] cesarean
[10] pregnancy
[10] birth
[10] efinafintechgrant
[8] childbirth
[6] c
[6] cam2019
[6] csectionawarenessmonth



Top Hashtags in Tweet in G2:
[10] efinafintechgrant
[8] homecoming
[6] csection
[6] childbirth
[6] c
[5] pregnancy
[5] birth
[4] csectionawarenessmonth
[3] cesarean
[2] cam2019

Top Hashtags in Tweet in G3:
[259] homecoming

Top Words
Top Words in Tweet in Entire Graph:
[670] Words in Sentiment List#1: Positive
[5289] Words in Sentiment List#2: Negative
[12] Words in Sentiment List#3: Angry/Violent
[112156] Non-categorized Words
[118115] Total Words
[4873] c
[4071] emergency
[3985] beyoncé
[3935] pregnancy
[3727] s

Top Words in Tweet in G1:
[3602] c
[3600] beyoncé
[3600] emergency
[3599] toxemia
[3599] preeclampsia
[3598] freeblackgirl
[3598] high
[3598] blood
[3598] pressure
[3598] during

Top Words in Tweet in G2:
[330] section
[316] c
[62] emergency
[49] birth
[48] cesarean
[40] out
[39] baby
[37] t
[36] one
[36] s

Top Words in Tweet in G3:
[269] pregnancy
[268] beyoncé
[268] emergency
[268] c
[259] opened
[259] up
[259] difficult
[259] #homecoming
[259] including
[259] pre

Top Words in Tweet in G4:
[21] c
[20] section
[10] wtg4gateau
[9] s
[6] leahntorres
[6] abortion
[6] provider
[5] unite_and_fight
[5] lisawinslow
[5] truth_momma

Top Words in Tweet in G5:
[4] c
[4] section
[4] 2
[3] birthday
[2] superscuba83
[2] don
[2] t
[2] days
[2] anyone
[2] want

Top Words in Tweet in G6:
[2] vincegottalotta
[2] whurensohn
[2] allprolawn1975
[2] charr68204
[2] corinne_locher
[2] klinduff
[2] putinownsblotus
[2] mebeandreaaolco
[2] child
[2] life

Top Words in Tweet in G8:
[18] section
[17] c
[9] abortion
[8] baby
[7] emergency
[7] medical
[7] major
[6] women
[6] drjengunter
[5] late

Top Words in Tweet in G9:
[44] cervix
[44] god
[43] going
[43] c
[43] section
[43] swole
[43] up
[43] prayed
[43] problem
[42] tai_white

Top Words in Tweet in G10:
[22] beyoncé
[22] revealed
[22] emergency
[22] c
[22] section
[21] southernhomo

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4055] emergency,c
[3636] toxemia,preeclampsia
[3628] blood,pressure
[3627] during,pregnancy
[3626] high,blood
[3626] twins,emergency
[3623] preeclampsia,during
[3620] beyoncé,high
[3620] pressure,toxemia
[3620] pregnancy,twins

Top Word Pairs in Tweet in G1:
[3600] emergency,c
[3598] beyoncé,high
[3598] high,blood
[3598] blood,pressure
[3598] pressure,toxemia
[3598] toxemia,preeclampsia
[3598] preeclampsia,during
[3598] during,pregnancy
[3598] pregnancy,twins
[3598] twins,emergency

Top Word Pairs in Tweet in G2:
[310] c,section
[59] emergency,c
[14] stopped,womb
[13] one,babies
[13] don,t
[12] section,delivery
[11] cesarean,section
[11] beyonce,reveals
[11] having,c
[10] giving,birth

Top Word Pairs in Tweet in G3:
[268] emergency,c
[259] beyoncé,opened
[259] opened,up
[259] up,difficult
[259] difficult,pregnancy
[259] pregnancy,#homecoming
[259] #homecoming,including
[259] including,pre
[259] pre,eclampsia
[259] eclampsia,emergency

Top Word Pairs in Tweet in G4:
[20] c,section
[5] unite_and_fight,wtg4gateau
[5] wtg4gateau,lisawinslow
[5] lisawinslow,truth_momma
[5] truth_momma,reprorights
[3] suzyzus_gw,unite_and_fight
[3] reprorights,actual
[3] actual,child
[3] child,one
[3] one,raped

Top Word Pairs in Tweet in G5:
[4] c,section
[2] don,t
[2] anyone,want
[2] want,2
[2] 2,bet
[2] bet,megs
[2] megs,asked
[2] asked,c
[2] section,surrogate
[2] surrogate,2

Top Word Pairs in Tweet in G6:
[2] vincegottalotta,whurensohn
[2] whurensohn,allprolawn1975
[2] allprolawn1975,charr68204
[2] charr68204,corinne_locher
[2] corinne_locher,klinduff
[2] klinduff,putinownsblotus
[2] putinownsblotus,mebeandreaaolco

Top Word Pairs in Tweet in G8:
[17] c,section
[5] beyoncé,revealed
[5] revealed,major
[5] major,scare
[5] scare,prompted
[5] prompted,emergency
[5] emergency,c
[5] section,twins
[4] late,term
[4] beaugeste11,drjengunter

Top Word Pairs in Tweet in G9:
[43] going,c
[43] c,section
[43] section,cervix
[43] cervix,swole
[43] swole,up
[43] up,prayed
[43] prayed,god
[43] god,problem
[42] tai_white,going

Top Word Pairs in Tweet in G10:
[22] beyoncé,revealed
[22] revealed,emergency
[22] emergency,c
[22] c,section
[21] southernhomo,beyoncé

Top Replied-To
Top Replied-To in Entire Graph:
@nicole_cliffe
@kirstiemallsopp
@leahmcelrath
@freeblackgirl
@unite_and_fight
@pbandjenelley_1
@groucholiz
@vixmcintyre
@bedroomflicker
@luyanda_maf

Top Replied-To in G1:
@freeblackgirl

Top Replied-To in G4:
@unite_and_fight
@vixmcintyre
@malflicmagazine
@stevetallent
@watt_n_idiot
@magamagnificent
@heidim_67
@susssusan2
@marcospena54
@biggswb

Top Replied-To in G5:
@kitkat255731934
@shahssunset

Top Replied-To in G6:
@vincegottalotta

Top Replied-To in G7:
@alwyndeb

Top Replied-To in G8:
@groucholiz
@beaugeste11
@reasonableinsa2
@arvindparmar004
@logicnotfeels
@abbylcannon
@drjengunter
@ellenellenaloe
@radmadmid
@mrsks91

Top Mentioned
Top Mentioned in Entire Graph:
@freeblackgirl
@ajplus
@tai_white
@southernhomo
@sarahthyre
@michonnesbitch
@ajog_thegray
@wtg4gateau
@jankrumsiek
@nctcharity

Top Mentioned in G1:
@freeblackgirl

Top Mentioned in G2:
@inhalemama
@tripoligrace
@endocrine_bio
@deliverydrug
@motherhoodng

Top Mentioned in G3:
@ajplus
@freeblackgirl

Top Mentioned in G4:
@wtg4gateau
@leahntorres
@lisawinslow
@truth_momma
@reprorights
@suzyzus_gw
@unite_and_fight
@jvaghyjones
@jennifermw
@rethinkorange

Top Mentioned in G5:
@superscuba83
@crownofsapphire
@benzie55
@springbrad1
@jenniewrennnn
@peteyr13
@dumptru84012117
@itsmsss
@birdgirl4242
@rosedawsonm

Top Mentioned in G6:
@whurensohn
@allprolawn1975
@charr68204
@corinne_locher
@klinduff
@putinownsblotus
@mebeandreaaolco
@fogelhoward
@vincegottalotta
@patr

Top Mentioned in G7:
@jwilleandrew
@gustavsventer
@atheistamuser
@mzanzilinux
@elikaplan3
@dougiefalconer
@sonofthor1060
@yolnic
@africanlion8
@whatonearthsa

Top Mentioned in G8:
@drjengunter
@huffpost
@icecreamkohn2
@_ashleybratcher
@dtomatx
@antonella_612
@again_jenn
@davidalge1181
@realdonaldtrump
@beaugeste11

Top Mentioned in G9:
@tai_white

Top Mentioned in G10:
@southernhomo

Top Tweeters
Top Tweeters in Entire Graph:
@leratomannya
@ginalawriw
@businessinsider
@eleven8
@huffpost
@itswanda
@kaijuking23
@mjfinesselover
@ciksenah
@gigawattconduit

Top Tweeters in G1:
@leratomannya
@kaijuking23
@mjfinesselover
@gigawattconduit
@lslay19
@jindu_afiana
@iamkisha_
@realdawnsummers
@jesusisblack_
@the_monalicia

Top Tweeters in G2:
@ciksenah
@geoffkernow
@chirpplaylist
@imwatchingtoo
@augusteve2012
@vivrosegold
@slyrie
@leshanette__
@beyoncehatesme
@_blahitskita

Top Tweeters in G3:
@amyayers16
@msochubbard
@withthejawn
@lolkirra
@thefirstjasmine
@hoover_dam
@sugahunyicetea
@mihrimah_irena
@njokingumi
@jasamgurlie

Top Tweeters in G4:
@pookietooth
@vickie627
@lisawinslow
@jonahnro
@davequast
@bretbaier
@anstarfire
@malo_j
@unite_and_fight
@heather4amazon

Top Tweeters in G5:
@drmom25ma
@pjwilb
@latifeussaki
@artbyskym
@jwhite1208
@drinkthetea1
@eleishharvey1
@benzie55
@megxit2
@tdanevirke

Top Tweeters in G6:
@mindpollution3
@themanfronuncle
@cnn
@sparblack1213
@psychwriter1515
@chrisnotmypotus
@dinmark2
@vincegottalotta
@mebeandreaaolco
@whurensohn

Top Tweeters in G7:
@gumede783
@tonysantanaza
@danielcoetzee12
@davigilant
@crabracer
@yolnic
@rogowskibubba
@incautius
@woznyjs
@vee_am_i

Top Tweeters in G8:
@huffpost
@rnb_001
@discreetsecure
@drjengunter
@i_womb
@lagrande97
@totigerlilly
@askjema
@survivor_johns
@robinmarty

Top Tweeters in G9:
@daffffyyyy
@_dainyyy
@graceakinsulire
@_jaquelllll
@qualaashaee
@__truxx
@avabriannaa
@tai_white
@lifewithraven
@meka_babe

Top Tweeters in G10:
@wanderlustx__o
@joypuder
@puff_zaddy_
@thelocalstan
@southernhomo
@mirand_uh
@leanquatifahh
@chrzzzzy
@itsenzobishes
@mattyboycoop


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