midwife OR midwifery, Twitter, 3/29/2020 9:23:27 AM, 223953


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midwife OR midwifery_2020-03-28_23-06-00.xlsx
midwife OR midwifery_2020-03-28_23-06-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 29, 2020
Short Description:
midwife OR midwifery via NodeXL https://bit.ly/39qH1X1
@corbynistateen
@carlsul80702319
@delia72_delia
@borisjohnson
@quashiemichelle
@nhsengland
@evanteijlingen
@nhs_healthedeng
@sheena_byrom
@phillipsbarrie

Top hashtags:
#midwifery
#covid19
#midwife
#nursing
#books

Description:
Description
The graph represents a network of 5,952 Twitter users whose tweets in the requested range contained "midwife OR midwifery", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 29 March 2020 at 06:07 UTC.

The requested start date was Sunday, 29 March 2020 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 1-day, 17-hour, 9-minute period from Thursday, 26 March 2020 at 15:04 UTC to Saturday, 28 March 2020 at 08:13 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 : 5952
Unique Edges : 6447
Edges With Duplicates : 946
Total Edges : 7393
Number of Edge Types : 4
MentionsInRetweet : 4439
Tweet : 569
Mentions : 1694
Replies to : 691
Self-Loops : 569
Reciprocated Vertex Pair Ratio : 0.0264653352817016
Reciprocated Edge Ratio : 0.0515659601391965
Connected Components : 762
Single-Vertex Connected Components : 299
Maximum Vertices in a Connected Component : 3519
Maximum Edges in a Connected Component : 4517
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.022139
Graph Density : 0.000178484956897097
Modularity : 0.715959
NodeXL Version : 1.0.1.428
Data Import : The graph represents a network of 5,952 Twitter users whose tweets in the requested range contained "midwife OR midwifery", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 29 March 2020 at 06:07 UTC.

The requested start date was Sunday, 29 March 2020 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 1-day, 17-hour, 9-minute period from Thursday, 26 March 2020 at 15:04 UTC to Saturday, 28 March 2020 at 08:13 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 : midwife OR midwifery
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:
[18] https://daily.jstor.org/how-a-french-midwife-solved-a-public-health-crisis/
[11] https://www.abc.net.au/news/2020-03-28/2h-project-brings-help-and-hope-to-cambodian-expectant-mothers/12076874
[6] https://www.independent.co.uk/voices/letters/nhs-student-nurse-doctor-midwife-cuts-g20-theresa-may-justin-trudeau-a7829236.html
[6] https://www.mindbodygreen.com/articles/what-herbalist-midwife-and-md-says-about-coronavirus
[5] https://www.midwives.org.au/news/does-council-deans-nursing-and-midwifery-value-midwives
[5] https://www.wgbh.org/programs/2020/03/24/grieving-my-mother-with-pbs-call-the-midwife
[5] https://www.nmc.org.uk/standards-for-education-and-training/emergency-education-standards/
[5] https://www.nottinghampost.com/news/nottingham-news/home-birth-service-suspended-nottingham-3985058
[4] https://www.tommys.org/tommys_midwife
[3] https://tomopan.org/midwife/

Top URLs in Tweet in G2:
[3] https://www.mindbodygreen.com/articles/what-herbalist-midwife-and-md-says-about-coronavirus?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.abc.net.au/news/2020-03-28/2h-project-brings-help-and-hope-to-cambodian-expectant-mothers/12076874
[3] https://tomopan.org/midwife/
[2] https://www.shorturl.at/muxA6
[1] https://twitter.com/Kmcneese1/status/1243196007627870209
[1] https://therealbirthstudio.com/2020/03/26/pregnancy-and-covid-19/
[1] https://twitter.com/filosofical_140/status/1243199970729172992
[1] https://news.sky.com/story/coronavirus-heartbroken-pregnant-woman-faces-giving-birth-alone-due-to-covid-19-11963504
[1] https://www.kcts9.org/article/what-watch-during-womens-history-month-kcts-9?utm_content=buffer385a6&utm_medium=social&utm_source=kcts-twitter&utm_campaign=buffer
[1] https://www.kentonline.co.uk/medway/news/little-girl-shares-coronavirus-message-224590

Top URLs in Tweet in G3:
[6] https://www.independent.co.uk/voices/letters/nhs-student-nurse-doctor-midwife-cuts-g20-theresa-may-justin-trudeau-a7829236.html
[4] https://www.midwives.org.au/news/does-council-deans-nursing-and-midwifery-value-midwives
[1] https://www.nice.org.uk/guidance/cg190/chapter/Recommendations#place-of-birth
[1] https://www.internationalmidwives.org/icm-events/international-day-of-the-midwife-2020.html
[1] https://twitter.com/sarahcoiffait/status/1243066431866011648
[1] https://www.nmc.org.uk/news/coronavirus/temporary-registration/
[1] https://nhsdigital.eu.qualtrics.com/jfe/form/SV_8q4cFuRzm1j4maN
[1] https://twitter.com/TeamCMidO/status/1242366650915176451
[1] http://nhsdigital.eu.qualtrics.com/jfe/form/SV_8q
[1] https://twitter.com/nmcnews/status/1242011415621353488

Top URLs in Tweet in G4:
[5] https://www.nmc.org.uk/standards-for-education-and-training/emergency-education-standards/
[3] https://www.mdx.ac.uk/news/2020/03/clap-for-carers-nursing-midwifery-coronavirus-emergency
[3] https://www.nmc.org.uk/globalassets/sitedocuments/education-standards/emergency-standards-for-nursing-and-midwifery-education.pdf
[2] https://bit.ly/2JgjRIj?utm_source=Twitter&utm_medium=social&utm_campaign=SocialSignIn
[2] https://www.nmc.org.uk/news/coronavirus/information-for-students-and-educators/
[2] https://twitter.com/MiddlesexUni/status/1243203286972469250
[1] http://orlo.uk/icSHo
[1] https://www.nmc.org.uk/news/news-and-updates/joint-statement-update-for-students-not-in-final-six-months-covid/
[1] https://idealinsight.co.uk
[1] https://www.hee.nhs.uk/news-blogs-events/news/support-nursing-midwifery-students-keen-join-fight-against-covid-19

Top URLs in Tweet in G6:
[3] https://www.amazon.com/gp/product/B07H96WDP6/
[3] https://www.amazon.com/Julie-Watson/e/B00TTCCY4A/:-
[3] https://www.amazon.co.uk/Julie-Watson/e/B00TTCCY4A
[3] http://indiebooksource.com/books-by-julie-watson/
[2] https://www.amazon.com/Born-Life-A-Midwifes-Story-ebook/dp/B00TRWJWV0
[2] https://daily.jstor.org/how-a-french-midwife-solved-a-public-health-crisis/?utm_term=Read%20More&utm_campaign=jstordaily_03262020&utm_content=email&utm_source=Act-On+Software&utm_medium=email
[1] https://relinks.me/B076LTNQZC
[1] https://amazon.com/dp/B076LTNQZC
[1] https://books2read.com/Rave2
[1] https://www.amazon.com/gp/product/B07H96WDP6/ref=dbs_a_def_rwt_hsch_vapi_taft_p1_i0

Top URLs in Tweet in G7:
[2] https://twitter.com/rtenews/status/1243226072566714370
[1] https://docs.google.com/document/d/1tHkfQRsgBFT6gTZSt1SH8QjNPEa5zrONKmL9rUchV3E/edit?usp=sharing
[1] https://www.who.int/news-room/campaigns/the-health-for-all-film-festival/official-selection-and-awards
[1] https://twitter.com/mrsfeatherbed/status/1243259158343880706
[1] https://twitter.com/UCDMidwifery/status/1243249179020886017
[1] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(19)32794-1/fulltext?utm_campaign=edcards19&utm_source=twitter&utm_medium=social

Top URLs in Tweet in G8:
[1] https://www.vaccinateyourfamily.org/which-vaccines-does-my-family-need/pregnancy/

Top URLs in Tweet in G10:
[1] https://twitter.com/akreana_/status/1081598051322679297

Top Domains
Top Domains in Tweet in Entire Graph:
[106] twitter.com
[22] jstor.org
[17] org.uk
[14] co.uk
[13] amazon.com
[13] instagram.com
[12] net.au
[9] mindbodygreen.com
[7] google.com
[7] wgbh.org

Top Domains in Tweet in G2:
[32] twitter.com
[8] instagram.com
[4] mindbodygreen.com
[4] net.au
[4] thehousethatneverslumbers.com
[3] co.uk
[3] thecut.com
[3] tomopan.org
[2] catsone.com
[2] nursingconference.com

Top Domains in Tweet in G3:
[11] twitter.com
[6] co.uk
[4] org.au
[2] org.uk
[2] qualtrics.com
[2] instagram.com
[1] internationalmidwives.org
[1] theguardian.com
[1] net.au
[1] nih.gov

Top Domains in Tweet in G4:
[12] org.uk
[7] twitter.com
[3] bit.ly
[3] ac.uk
[2] nhs.uk
[1] orlo.uk
[1] co.uk

Top Domains in Tweet in G6:
[11] amazon.com
[3] co.uk
[3] indiebooksource.com
[2] jstor.org
[1] relinks.me
[1] books2read.com
[1] allauthor.com

Top Domains in Tweet in G7:
[4] twitter.com
[1] google.com
[1] who.int
[1] thelancet.com

Top Domains in Tweet in G8:
[1] vaccinateyourfamily.org

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[84] midwifery
[80] covid19
[74] midwife
[66] nursing
[58] books
[57] love
[57] life
[52] nhs
[52] born
[47] clapfornhs



Top Hashtags in Tweet in G2:
[18] midwife
[15] midwifery
[15] clapfornhs
[9] nhs
[8] nursing
[6] clapforourcarers
[6] nhsheroes
[5] coronavirus
[5] womenshealth
[5] nurses

Top Hashtags in Tweet in G3:
[24] covid19
[18] midwives
[17] women
[16] nhs
[5] thankyou
[3] covid19uk
[3] covid2019
[3] perceptionsofmidwifery
[3] stayhomesavelives
[3] nhsheroes

Top Hashtags in Tweet in G4:
[10] covid19
[6] nursing
[6] midwifery
[5] clapfornhs
[3] universities
[3] covid2019
[3] midwife
[2] covid
[2] nhs
[2] clapforourcarers

Top Hashtags in Tweet in G5:
[2] سعدی
[2] اروین‌_یالوم

Top Hashtags in Tweet in G6:
[58] books
[57] love
[57] life
[52] born
[48] midwifery
[43] nursing
[42] medical
[42] story
[16] theeternalknotseries
[16] timetravels

Top Hashtags in Tweet in G7:
[9] healthforall
[5] midwifery
[4] nursing
[2] nurse
[2] midwife
[2] nurses
[1] covid19
[1] pakistan
[1] healthworkers
[1] supportnursesandmidwives

Top Hashtags in Tweet in G8:
[5] pregnancy
[5] whoopingcough
[1] flu
[1] vaccines

Top Words
Top Words in Tweet in Entire Graph:
[2210] Words in Sentiment List#1: Positive
[3658] Words in Sentiment List#2: Negative
[6] Words in Sentiment List#3: Angry/Violent
[122611] Non-categorized Words
[128479] Total Words
[2911] nhs
[2853] one
[2755] month
[2740] uk
[2737] anyone

Top Words in Tweet in G1:
[2706] one
[2706] month
[2706] ago
[2706] priti
[2706] patel
[2706] anyone
[2706] earning
[2706] less
[2706] 25k
[2706] unskilled

Top Words in Tweet in G2:
[246] midwife
[56] nhs
[45] call
[35] birth
[29] nurse
[26] home
[26] midwifery
[24] baby
[21] people
[20] proud

Top Words in Tweet in G3:
[75] midwife
[38] midwives
[38] working
[36] sheena_byrom
[35] pay
[34] birth
[33] sheenabsood
[33] nhs
[33] month
[32] week

Top Words in Tweet in G4:
[115] midwifery
[113] nursing
[113] students
[73] fight
[47] coronavirus
[46] 1500
[45] against
[45] staff
[44] middlesexuni
[43] around

Top Words in Tweet in G5:
[64] midwifery_dr
[35] ممنونم
[16] شکر
[12] خدا
[11] arashtaji
[10] از
[9] به
[8] خیلی
[8] بله
[8] ما

Top Words in Tweet in G6:
[69] set
[66] bornformidwife
[58] #books
[57] #love
[57] #life
[55] reading
[55] stories
[55] love
[55] one
[52] #born

Top Words in Tweet in G7:
[18] year
[18] students
[16] nurse
[13] midwife
[9] #healthforall
[8] midwives
[7] hselive
[7] birth
[7] well
[7] celebration

Top Words in Tweet in G8:
[9] midwife
[8] modern
[7] agileconcept
[7] krebiozen
[7] jkellyca
[7] frdmfighternj
[7] doritmi
[7] mommabear1231
[7] mcfunny
[7] golfergirl2018

Top Words in Tweet in G9:
[13] envirofra
[13] sariellaherself
[13] l_ronaldson
[13] redflag3rd
[13] abdsattarit
[13] deborahmahmoud1
[13] jeremycorbyn
[13] abdullaloula
[12] ianbrow32347734
[12] ellief

Top Words in Tweet in G10:
[52] professional
[52] nurse
[52] unemployed
[52] two
[52] years
[52] counting
[52] skilled
[52] midwifery
[52] psychiatry
[51] novah153

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2723] anyone,earning
[2723] earning,less
[2723] unskilled,worker
[2719] less,25k
[2719] 25k,unskilled
[2719] worker,enter
[2719] enter,uk
[2719] uk,nhs
[2718] priti,patel
[2718] patel,anyone

Top Word Pairs in Tweet in G1:
[2706] one,month
[2706] month,ago
[2706] ago,priti
[2706] priti,patel
[2706] patel,anyone
[2706] anyone,earning
[2706] earning,less
[2706] less,25k
[2706] 25k,unskilled
[2706] unskilled,worker

Top Word Pairs in Tweet in G2:
[42] call,midwife
[20] nurse,midwife
[12] nhs,midwife
[9] student,midwife
[8] covid,19
[6] year,nurse
[6] nursing,midwifery
[5] giving,birth
[5] stay,safe
[5] being,midwife

Top Word Pairs in Tweet in G3:
[29] sheena_byrom,olvindarm
[28] olvindarm,evanteijlingen
[28] evanteijlingen,sally5881
[28] treat,trainee
[28] trainee,nurses
[28] nurses,working
[28] working,full
[28] full,week
[28] week,pay
[26] sally5881,hannahdahlen

Top Word Pairs in Tweet in G4:
[106] nursing,midwifery
[88] midwifery,students
[45] fight,against
[43] around,1500
[43] students,staff
[43] against,coronavirus
[40] 1500,nursing
[40] staff,help
[40] help,fight
[38] total,around

Top Word Pairs in Tweet in G5:
[7] خدا,رو
[7] رو,شکر
[5] midwifery_dr,خدا
[4] خیلی,ممنونم
[4] به,خیر
[4] خیر,گذشت
[4] ممنونم,عزیزم
[4] خدارو,شکر
[3] ممنونم,از
[3] از,شما

Top Word Pairs in Tweet in G6:
[55] #love,reading
[55] #books,one
[55] one,set
[52] bornformidwife,#love
[52] love,#born
[52] #born,#life
[52] #life,#books
[42] reading,#medical
[42] #medical,stories
[42] stories,#nursing

Top Word Pairs in Tweet in G7:
[11] year,nurse
[11] nurse,midwife
[7] celebration,year
[7] midwife,created
[7] created,category
[7] category,#healthforall
[7] #healthforall,film
[7] film,festival
[7] festival,showcase
[7] nurses,midwives

Top Word Pairs in Tweet in G8:
[7] agileconcept,krebiozen
[7] krebiozen,jkellyca
[7] jkellyca,frdmfighternj
[7] frdmfighternj,doritmi
[7] doritmi,mommabear1231
[7] mommabear1231,mcfunny
[7] mcfunny,golfergirl2018
[6] drdanrwilson,agileconcept
[6] golfergirl2018,pharmaintyomama
[6] pharmaintyomama,ianfmusgrave

Top Word Pairs in Tweet in G9:
[13] envirofra,sariellaherself
[13] sariellaherself,l_ronaldson
[13] l_ronaldson,redflag3rd
[13] redflag3rd,abdsattarit
[13] abdsattarit,deborahmahmoud1
[13] deborahmahmoud1,jeremycorbyn
[13] jeremycorbyn,abdullaloula
[12] ianbrow32347734,envirofra
[12] abdullaloula,ellief

Top Word Pairs in Tweet in G10:
[52] professional,nurse
[52] nurse,unemployed
[52] unemployed,two
[52] two,years
[52] years,counting
[52] counting,skilled
[52] skilled,midwifery
[52] midwifery,psychiatry
[51] novah153,professional

Top Replied-To
Top Replied-To in Entire Graph:
@midwifery_dr
@lynnv378
@jonathancliffe8
@borisjohnson
@piersmorgan
@zwartblesie
@macbaird13
@forbesbetter
@dsantat
@alyssas_writes

Top Replied-To in G3:
@jonathancliffe8
@borisjohnson
@towns2990
@millihill
@thatmidwife
@drfeeleyrm
@cornwallmidwife
@sophhelene
@kiityc
@sheenabsood

Top Replied-To in G4:
@jennysm39142180
@craigtendods
@sianwilliams100
@nmcnews

Top Replied-To in G5:
@midwifery_dr
@mojtaba0694
@arashtaji
@muradbeyk
@mehdiii7575
@blindriverr
@dariusheee
@aasaarrr
@biscw74isfr9knu
@alca_one

Top Replied-To in G7:
@gloriaglorz
@cmahomebirthirl
@mrsfeatherbed
@theconf_tcd
@midwife_aine
@simonharristd
@pearsedoherty
@rte_primetime

Top Replied-To in G8:
@macbaird13
@drdanrwilson
@exvaxxxer

Top Replied-To in G9:
@envirofra

Top Mentioned
Top Mentioned in Entire Graph:
@corbynistateen
@bornformidwife
@novah153
@middlesexuni
@sheena_byrom
@nhs_healthedeng
@evanteijlingen
@olvindarm
@sheenabsood
@sally5881

Top Mentioned in G1:
@corbynistateen

Top Mentioned in G2:
@thriftyniftymom
@hobokenlibrary
@skinnergj
@in_midwife

Top Mentioned in G3:
@sheena_byrom
@sally5881
@sheenabsood
@hannahdahlen
@olvindarm
@evanteijlingen
@millihill
@amkip101
@radical_midwife
@world_midwives

Top Mentioned in G4:
@middlesexuni
@nhs_healthedeng
@nmcnews
@councilofdeans
@ecwestcott
@nhsengland
@crimpolene
@cnoengland
@katerinakolyva
@nhsimprovement

Top Mentioned in G5:
@arashtaji
@ali_azrmh
@irandost8
@azbkkh898nq8kgp
@chipsi_king
@imaniiiik
@kh_leilly
@doki_ar
@fatishunam
@2020entegham

Top Mentioned in G6:
@bornformidwife
@author_sherrieb
@allauthor
@shoutoutmybook
@jslstories
@indiebooksource
@w_angels_wings
@rcarter67606
@jpcarter47
@charlottefrost1

Top Mentioned in G7:
@who
@hselive
@roinnslainte
@decdevane
@ca18211
@lizgreenedublin
@simonharristd
@aimsireland
@joanlalor2907
@midwivesireland

Top Mentioned in G8:
@agileconcept
@krebiozen
@jkellyca
@frdmfighternj
@doritmi
@mommabear1231
@mcfunny
@golfergirl2018
@pharmaintyomama
@ianfmusgrave

Top Mentioned in G9:
@sariellaherself
@l_ronaldson
@redflag3rd
@abdsattarit
@deborahmahmoud1
@jeremycorbyn
@abdullaloula
@ianbrow32347734
@envirofra
@ellief

Top Mentioned in G10:
@novah153

Top Tweeters
Top Tweeters in Entire Graph:
@pairsonnalites
@pairsonnalitesa
@alhanda
@lennaleprena
@ollyguseva
@skinnergj
@judehaste_write
@w_angels_wings
@teshawnedmonds
@nobby15

Top Tweeters in G1:
@porridgeisgood
@wildwalkerwoman
@davidjewood
@coderedshell
@logansteven
@paulstpancras
@goddess1345
@nartist
@magapanthus
@gaznorris15

Top Tweeters in G2:
@pairsonnalites
@pairsonnalitesa
@skinnergj
@laurapatri
@amerhoy
@bluewaterdays
@blogbookmark
@kdawg0113
@b_dawg60
@sherrysmolders

Top Tweeters in G3:
@lennaleprena
@ms_peaceweaver
@matilda_w_
@pash22
@kingking3107
@marialaoise
@jennythem
@bbc6music
@sheena_byrom
@juliebjewellery

Top Tweeters in G4:
@teclef
@esthernek76
@azeez_temilola
@wlasinclair
@thercn
@jimgblair
@nhsengland
@nhs
@crouchendtiger7
@mradford_heecn

Top Tweeters in G5:
@arashtaji
@doki_ar
@imaniiiik
@ali_azrmh
@villette89
@mmorteza1988
@milizzz90
@m3hdiii_n
@mahtitiii6
@reyhounn

Top Tweeters in G6:
@alhanda
@ollyguseva
@judehaste_write
@w_angels_wings
@freeboostpromo
@tudortweep
@stephaniepmckea
@ebsullivan1
@chrisderrick1
@bernardfoong

Top Tweeters in G7:
@nilimajumder
@newstalkfm
@rtenews
@thelovelymaeve
@refugees
@who
@neilredfm
@mgtmurphy123
@miriamocal
@drtedros

Top Tweeters in G8:
@_mamadeb
@doritmi
@beckyjohnson222
@monstercoyliar
@frankdelia7
@plasticdoe
@pjmoore1958
@gmopundit
@carlsmythe
@geoffschuler

Top Tweeters in G9:
@mojos55
@mikecoulson48
@derekrootboy
@socialistvoice
@ht4ecosocialism
@dwpscumbags
@redflag3rd
@l_ronaldson
@cornish_damo
@starrygryffin

Top Tweeters in G10:
@jayromee_
@holawhunmee
@postinortwo
@ololademe
@timberwolf___
@enigmathick
@yourboy_tk
@oluwa_kemmy
@royalaceking
@tenovatenchido


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