home birth, Twitter, 2/13/2021 8:00:56 PM, 248661


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home birth_2021-02-13_11-13-13.xlsx
home birth_2021-02-13_11-13-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 13, 2021
Short Description:
home birth via NodeXL https://bit.ly/3b7nca4
@tariqnasheed
@saycheesedgtl
@collensedibe
@jdjongumzidenga
@cernovich
@martinedumo
@ajplus
@joebiden
@tommurp24740448
@yaf

Top hashtags:
#maternityleave
#trueworship_truehappiness
#breakingnews
#birth
#home
#gigihadid

Description:
Description
The graph represents a network of 8,890 Twitter users whose tweets in the requested range contained "home birth", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 13 February 2021 at 19:20 UTC.

The requested start date was Saturday, 13 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 10-day, 5-hour, 50-minute period from Tuesday, 02 February 2021 at 19:09 UTC to Saturday, 13 February 2021 at 00:59 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 : 8890
Unique Edges : 4121
Edges With Duplicates : 9781
Total Edges : 13902
Number of Edge Types : 5
Retweet : 4673
MentionsInRetweet : 5213
Tweet : 1547
Replies to : 1230
Mentions : 1239
Self-Loops : 1628
Reciprocated Vertex Pair Ratio : 0.00917431192660551
Reciprocated Edge Ratio : 0.0181818181818182
Connected Components : 2295
Single-Vertex Connected Components : 996
Maximum Vertices in a Connected Component : 1000
Maximum Edges in a Connected Component : 1961
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.43291
Graph Density : 9.32637385902192E-05
Modularity : 0.568278
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 8,890 Twitter users whose tweets in the requested range contained "home birth", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 13 February 2021 at 19:20 UTC.

The requested start date was Saturday, 13 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 10-day, 5-hour, 50-minute period from Tuesday, 02 February 2021 at 19:09 UTC to Saturday, 13 February 2021 at 00:59 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 : home birth
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:
[63] https://www.iheart.com/content/2021-02-04-gigi-hadid-reveals-she-had-a-home-birth-zayn-literally-caught-the-baby/
[51] https://people.com/parents/gigi-hadid-recalls-natural-home-birth-story-with-zayn-malik-vogue/?utm_campaign=peoplemagazine&utm_content=manual&utm_medium=social&utm_source=twitter.com&utm_term=601c180f53505e0001c3dde9
[27] https://www.independent.co.uk/news/uk/home-news/coronavirus-becky-regan-birth-tyneside-b1798363.html
[16] https://aws-smile-birth.com
[14] https://twitter.com/login?redirect_after_login=/messages/compose?recipient_id=132937537
[10] https://www.amazon.co.uk/dp/B08SGYGS81/
[9] https://twitter.com/bdrizzlet/status/1358805072843571201
[9] https://graziadaily.co.uk/life/real-life/jodie-turner-smith-home-birth-systemic-racism-candice-brathwaite/
[8] https://ko-fi.com/ozumii
[8] https://www.independent.co.uk/news/uk/home-news/coronavirus-becky-regan-birth-tyneside-b1798363.html?utm_content=Echobox&utm_medium=Social&utm_source=Twitter#Echobox=1612553110

Top URLs in Tweet in G1:
[8] https://twitter.com/bdrizzlet/status/1358805072843571201
[6] https://www.glamour.com/story/gigi-hadid-says-zayn-malik-felt-helpless-during-her-home-birth
[6] https://7news.com.au/lifestyle/health-wellbeing/pregnant-mother-desperate-to-return-to-australia-may-be-stuck-in-hotel-quarantine-as-her-due-date-approaches-c-2052819
[5] https://sites.google.com/view/league-of-legends-birth-day-gi/home
[5] https://www.forbes.com/sites/jamiegold/2021/02/09/how-to-create-a-wellness-design-space-for-giving-birth-at-home/
[4] https://www.elle.com/culture/celebrities/a35417760/gigi-hadid-home-birth-khai-zayn-interview/
[4] https://www.instagram.com/accounts/login/
[4] https://www.ydr.com/story/news/2021/02/09/isabelle-and-hannah-downs-were-born-26-weeks-into-their-moms-pregnancy/4283543001/?utm_campaign=snd-autopilot
[4] https://streamlabs.com/dummyrhyme/p/home/
[3] https://people.com/parents/gigi-hadid-recalls-natural-home-birth-story-with-zayn-malik-vogue/

Top URLs in Tweet in G3:
[63] https://www.iheart.com/content/2021-02-04-gigi-hadid-reveals-she-had-a-home-birth-zayn-literally-caught-the-baby/
[50] https://people.com/parents/gigi-hadid-recalls-natural-home-birth-story-with-zayn-malik-vogue/?utm_campaign=peoplemagazine&utm_content=manual&utm_medium=social&utm_source=twitter.com&utm_term=601c180f53505e0001c3dde9
[6] https://www.elle.com/culture/celebrities/a35417760/gigi-hadid-home-birth-khai-zayn-interview/?utm_medium=social-media&utm_campaign=socialflowTWELM&utm_source=twitter
[6] https://extratv.com/2021/02/04/gigi-hadid-details-painful-home-birth-and-reveals-zayn-malik-caught-the-baby/
[5] https://www.instyle.com/celebrity/gigi-hadid/gigi-hadid-just-shared-details-of-khais-at-home-birth-and-her-post-pregnancy-body?utm_campaign=instyle_instyle&utm_content=link&utm_medium=social&utm_source=twitter.com&utm_term=601c0f7d53505e0001c3c1f1
[4] https://www.cosmopolitan.com/entertainment/celebs/a35419230/gigi-hadid-zayn-malik-home-birth-story-raising-daughter-khai/?utm_medium=social-media&utm_campaign=socialflowTWCOS&src=socialflowTW&utm_source=twitter
[3] https://hollywoodlife.com/2021/02/04/gigi-hadid-home-birth-no-epidural-baby-vogue-interview/
[2] https://www.usatoday.com/story/entertainment/celebrities/2021/02/04/gigi-hadid-covers-vogue-home-birth-14-hours-labor/4387926001/
[2] https://www.elle.com/culture/celebrities/a35417760/gigi-hadid-home-birth-khai-zayn-interview/
[2] https://hollywoodlife.com/2021/02/04/gigi-hadid-home-birth-no-epidural-baby-vogue-interview/?utm_campaign=socialflow+

Top URLs in Tweet in G6:
[4] https://www.dailymail.co.uk/tvshowbiz/article-9223933/Gigi-Hadid-reveals-Zayn-Malik-CAUGHT-baby-Khai-home-birth-poses-Vogue.html?ito=social-twitter_mailonline
[1] https://trib.al/d4RhjNx
[1] https://mobile.reuters.com/article/amp/idUSKBN2A80JZ?__twitter_impression=true
[1] https://www.reuters.com/article/ethiopia-conflict-health/people-die-at-home-tigray-medical-services-struggle-after-turmoil-of-war-idUSL4N2KB2DM
[1] https://www.reuters.com/article/us-ethiopia-conflict-health-idUSKBN2A80JZ
[1] https://www.dailymail.co.uk/tvshowbiz/article-9223933/Gigi-Hadid-reveals-Zayn-Malik-CAUGHT-baby-Khai-home-birth-poses-Vogue.html?ns_mchannel=rss&ns_campaign=1490&ito=1490
[1] https://www.mirror.co.uk/3am/celebrity-news/gigi-hadid-describes-animalistic-birth-23444249

Top URLs in Tweet in G9:
[1] https://people.com/parents/gigi-hadid-recalls-natural-home-birth-story-with-zayn-malik-vogue/?utm_campaign=peoplemagazine&utm_content=manual&utm_medium=social&utm_source=twitter.com&utm_term=601c180f53505e0001c3dde9

Top URLs in Tweet in G10:
[6] https://www.reuters.com/article/us-ethiopia-conflict-health/people-die-at-home-tigray-medical-services-struggle-after-turmoil-of-war-idUSKBN2A80JZ
[2] https://www.reuters.com/article/uk-ethiopia-conflict-health/people-die-at-home-tigray-medical-services-struggle-after-turmoil-of-war-idUSKBN2A80M2
[1] https://www.breitbart.com/health/2021/02/11/andrew-cuomos-aide-admits-ny-hid-covid-19-nursing-home-deaths-to-avoid-federal-investigation/
[1] https://twitter.com/linnjo88/status/1358803041705680898
[1] https://www.youtube.com/watch?v=tsOlXidHXRE


Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[44] maternityleave
[41] trueworship_truehappiness
[33] breakingnews
[17] birth
[14] home
[14] gigihadid
[13] palestinian
[13] israeli
[13] homebirth
[11] pregnancy



Top Hashtags in Tweet in G1:
[9] birth
[7] raffensberger
[7] ontario
[7] georgia
[7] canada
[6] home
[6] 7news
[5] lol
[5] leagueoflegendsdownload
[5] aleagueoflegendsdown

Top Hashtags in Tweet in G2:
[1] blackhistorymonth
[1] fbaculture

Top Hashtags in Tweet in G3:
[7] realitycheck
[2] homebirth
[2] baby
[1] gigihadid
[1] zaynmalik
[1] vogue

Top Hashtags in Tweet in G4:
[1] midwifehumour
[1] cheaterinchief
[1] packyourstuff
[1] commanderincheat
[1] trumpnameismud
[1] insurrectionistinchief

Top Hashtags in Tweet in G6:
[1] ethiopia
[1] allowaccesstotigray
[1] tigraygenocide

Top Hashtags in Tweet in G7:
[1] yafcon

Top Hashtags in Tweet in G10:
[7] tigraygenocide
[3] saveamerica
[1] tigray
[1] allowaccesstotigray
[1] maternity
[1] hypocrits
[1] cantdream
[1] agedouth4kids
[1] ageoutkids

Top Words
Top Words in Tweet in Entire Graph:
[5716] home
[5209] birth
[1141] today
[1058] woman
[996] black
[954] american
[920] reason
[891] security
[889] named
[884] marie

Top Words in Tweet in G1:
[1084] birth
[1054] home
[122] baby
[114] day
[107] giving
[106] gigi
[103] gave
[96] winning
[91] give
[89] hadid

Top Words in Tweet in G2:
[746] home
[746] security
[745] reason
[745] systems
[745] today
[745] foundational
[745] black
[745] american
[745] woman
[745] named

Top Words in Tweet in G3:
[300] birth
[294] gigi
[275] home
[240] zayn
[136] hadid
[132] gave
[128] khai
[121] malik
[115] daughter
[113] one

Top Words in Tweet in G4:
[378] cave
[267] home
[263] part
[254] palestinian
[254] family
[254] considers
[254] hillside
[252] ajplus
[138] birth
[132] fighting

Top Words in Tweet in G5:
[142] give
[142] advice
[142] free
[142] stop
[142] asking
[142] newly
[142] married
[142] couple
[142] having
[142] babies

Top Words in Tweet in G6:
[157] tigray
[138] diabetic
[138] mother
[138] died
[131] daughter
[131] searched
[131] capital
[131] northern
[108] gave
[105] women

Top Words in Tweet in G7:
[146] reagan
[144] today
[144] 110th
[144] anniversary
[144] president
[144] ronald
[144] birth
[144] honored
[144] yaf
[144] preserve

Top Words in Tweet in G8:
[132] home
[132] security
[131] reason
[131] systems
[131] today
[131] black
[131] american
[131] woman
[131] named
[131] marie

Top Words in Tweet in G9:
[105] gigi
[105] birth
[105] home
[105] zayn
[104] gave
[104] one
[104] hold
[103] khai
[102] caught
[102] baby

Top Words in Tweet in G10:
[135] ted
[134] traitor
[86] birth
[84] country
[78] home
[73] people
[72] nobody
[72] cares
[72] anything
[72] tweet

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[951] home,birth
[891] reason,home
[885] home,security
[881] security,systems
[881] systems,today
[881] woman,named
[881] named,marie
[878] black,american
[878] american,woman
[801] gave,birth

Top Word Pairs in Tweet in G1:
[261] home,birth
[96] giving,birth
[95] gave,birth
[91] birth,home
[84] gigi,hadid
[79] give,birth
[59] day,week
[58] home,winners
[58] winners,guide
[58] guide,percent

Top Word Pairs in Tweet in G2:
[746] home,security
[745] reason,home
[745] security,systems
[745] systems,today
[745] today,foundational
[745] foundational,black
[745] black,american
[745] american,woman
[745] woman,named
[745] named,marie

Top Word Pairs in Tweet in G3:
[140] home,birth
[136] gigi,hadid
[132] gave,birth
[119] zayn,malik
[116] birth,home
[112] home,zayn
[111] daughter,khai
[110] one,hold
[107] oh,god
[107] god,gigi

Top Word Pairs in Tweet in G4:
[254] palestinian,family
[254] family,considers
[254] considers,hillside
[254] hillside,cave
[254] cave,part
[254] part,home
[252] ajplus,palestinian
[132] fighting,keep
[132] keep,israeli
[132] israeli,settlers

Top Word Pairs in Tweet in G5:
[142] give,advice
[142] advice,free
[142] free,stop
[142] stop,asking
[142] asking,newly
[142] newly,married
[142] married,couple
[142] couple,having
[142] having,babies
[142] babies,marriage

Top Word Pairs in Tweet in G6:
[138] diabetic,mother
[138] mother,died
[131] died,daughter
[131] daughter,searched
[131] searched,capital
[131] northern,tigray
[104] tigray,region
[104] region,insulin
[104] insulin,women
[104] women,gave

Top Word Pairs in Tweet in G7:
[144] today,110th
[144] 110th,anniversary
[144] anniversary,president
[144] president,ronald
[144] ronald,reagan
[144] reagan,birth
[144] birth,honored
[144] honored,yaf
[144] yaf,preserve
[144] preserve,legacy

Top Word Pairs in Tweet in G8:
[132] home,security
[131] reason,home
[131] security,systems
[131] systems,today
[131] black,american
[131] american,woman
[131] woman,named
[131] named,marie
[128] today,black
[128] marie,brittan

Top Word Pairs in Tweet in G9:
[104] gave,birth
[104] home,zayn
[104] one,hold
[102] gigi,gave
[102] birth,khai
[102] khai,home
[102] zayn,caught
[102] caught,baby
[102] baby,came
[102] came,first

Top Word Pairs in Tweet in G10:
[72] ted,nobody
[72] nobody,cares
[72] cares,anything
[72] anything,tweet
[72] tweet,unless
[72] unless,dear
[72] dear,people
[72] people,texas
[71] texas,fraud
[71] fraud,traitor

Top Replied-To
Top Replied-To in Entire Graph:
@tedcruz
@cernovich
@sentedcruz
@ramit
@sydneybattle
@gigihadid
@matthewwalther
@marcuslemonis
@jimmymak1
@thelastleg

Top Replied-To in G1:
@_89cyber
@labourpainsoaa
@games_matche
@fixedma98797806

Top Replied-To in G3:
@gigihadid
@ameliesfearless
@voguemagazine
@justjared
@hellogiggles
@wmag
@toofab
@entinsider
@usatoday

Top Replied-To in G4:
@nqomngomz
@iamn0tthe1

Top Replied-To in G5:
@yourbabysdoctor
@mzibifaka
@queenoge911

Top Replied-To in G6:
@reuters

Top Replied-To in G10:
@tedcruz
@sentedcruz
@garretthaake
@kevbutterworth
@natnaelmekonne7
@club4growth
@claytravis
@yaf
@dazinta
@dcexaminer

Top Mentioned
Top Mentioned in Entire Graph:
@tariqnasheed
@ajplus
@yaf
@scottwalker
@kelvinossai
@saycheesedgtl
@zaynhq_
@bbyharoid
@reuters
@anityakr

Top Mentioned in G1:
@haleforthechief
@sure_fixedd_odd
@scottland_odds
@accuratefixxodd
@accurate_admn
@blossomdcjam
@daniel_matches
@sure_serviceodd
@expatchild

Top Mentioned in G2:
@tariqnasheed

Top Mentioned in G3:
@zaynhq_
@gigihadid
@zaynmalik
@iheartradio
@people
@ellemagazine
@zigifacts
@zeegforce
@hollywoodlife
@myqueengigiig

Top Mentioned in G4:
@ajplus
@frank_schaeffer
@iamn0tthe1
@ttsport
@nqomngomz
@uncabo

Top Mentioned in G5:
@kelvinossai
@yourbabysdoctor
@tnolas
@toluenem
@_keefayah
@mofola01
@ayokudr
@valhalla_x0

Top Mentioned in G6:
@reuters
@yohannes_t_m
@dendeshaw
@chrqos_
@azebdej
@mailonline
@who
@mirrorcelebs
@breakingviews
@thereallsl

Top Mentioned in G7:
@yaf
@scottwalker
@y_a_freedom

Top Mentioned in G8:
@saycheesedgtl
@tariqnasheed

Top Mentioned in G9:
@bbyharoid
@zaynhq_
@people

Top Mentioned in G10:
@potus
@tedcruz
@puttusumathi
@tommurp24740448
@joebiden
@secblinken
@ungeneva
@kebede_zenebe
@michaeljknowles
@sentedcruz

Top Tweeters
Top Tweeters in Entire Graph:
@prinzgbemi
@jurylady5
@ee
@rk70534
@monicasloves
@raejeanhightow8
@leratomannya
@independent
@drocktrot
@andyvermaut

Top Tweeters in G1:
@andyvermaut
@thedextazlab
@johnapp63499667
@sodutw
@mabelinr94
@ladytoluu
@jcomm_newsfeeds
@almatareed
@smlkitakomenews
@litlgrey

Top Tweeters in G2:
@lnorrisatl
@lslay19
@slimjim2123
@sayitaint__
@chtucker18
@kevinlockett
@thatdamntwerk1
@jaydubcity16
@lyricundertaker
@elhassanx

Top Tweeters in G3:
@drocktrot
@ginalawriw
@sweetanette96
@famouspixs
@ilive4_myself
@dorandae_il
@alexaadams12
@usatoday
@etcanada
@people

Top Tweeters in G4:
@lavenderblue27
@2_aw9
@leocullen4
@yayayarndiva
@echoisthename
@kompahontas
@unrulynarrator
@honeychambs
@akitron
@divaknevil

Top Tweeters in G5:
@garrincha_1962_
@djamilmubaraq
@owhreoluwa
@style_overlord
@kaytiki
@fassybky
@dahtween
@saheedlawal0234
@heymode
@chinedumc92

Top Tweeters in G6:
@reuters
@kavalonthatsme
@michaelorndoff
@mailonline
@milaniolivera
@cindy63306167
@thehaniff
@cassand29017794
@rhys_needham
@lizrobinson54

Top Tweeters in G7:
@barretttechnet
@japan_kenpou
@freedomfriesinc
@vinlospinuso91
@amberis4lsu
@arflorescruz
@bbschumann
@spumoni011112
@inesagnieszka
@yalvaret98

Top Tweeters in G8:
@raejeanhightow8
@bayfromva
@317slim
@yasiinbey_____
@flyguyunique_
@itsz_kayy
@hunnidproof_
@devans00
@itsjust_cee
@jatyrz

Top Tweeters in G9:
@rosieotb
@mmithlucozade
@cicu28928600
@bbrightvctwin
@bbyharoid
@genuinelytomlin
@sunsetswalls
@frlssgolden
@paulastyless
@theneuemily

Top Tweeters in G10:
@dcexaminer
@foxnews
@freebeacon
@joan_of_snarc
@breitbartnews
@shaksingh
@claytravis
@pjmedia_com
@bwaveresist2020
@un