midwife OR midwifery, Twitter, 12/16/2019 2:29:18 AM, 218882


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midwife OR midwifery_2019-12-15_17-50-56.xlsx
midwife OR midwifery_2019-12-15_17-50-56.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 16, 2019
Short Description:
midwife OR midwifery via NodeXL http://bit.ly/35pZpy3
@gbalor_un
@rubbiatravels
@amaaaaltho
@midwife_monabuk
@sallypezaro
@thelovelymaeve
@thercn
@withorpe
@world_midwives
@midwivesrcm

Top hashtags:
#midwife
#midwifery
#pregnancy
#books
#amazon
#christmas
#ebook

Description:
Description
The graph represents a network of 5,441 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 Monday, 16 December 2019 at 01:52 UTC.

The requested start date was Monday, 16 December 2019 at 01:01 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, 23-hour, 59-minute period from Friday, 13 December 2019 at 19:32 UTC to Sunday, 15 December 2019 at 19:32 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 : 5441
Unique Edges : 5871
Edges With Duplicates : 835
Total Edges : 6706
Number of Edge Types : 3
Mentions : 5402
Replies to : 593
Tweet : 711
Self-Loops : 711
Reciprocated Vertex Pair Ratio : 0.0296337198601141
Reciprocated Edge Ratio : 0.0575616732213085
Connected Components : 725
Single-Vertex Connected Components : 320
Maximum Vertices in a Connected Component : 2233
Maximum Edges in a Connected Component : 2236
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 2.788434
Graph Density : 0.000188992615976734
Modularity : 0.741164
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 5,441 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 Monday, 16 December 2019 at 01:52 UTC.

The requested start date was Monday, 16 December 2019 at 01:01 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, 23-hour, 59-minute period from Friday, 13 December 2019 at 19:32 UTC to Sunday, 15 December 2019 at 19:32 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:
[1982] https://twitter.com/mbbants_/status/1203829291731042306
[23] https://twitter.com/_diddy_____/status/1205241383726075904
[13] https://mynorthwest.com/1633803/midwife-childbirth-pregnancy-study/
[8] https://twitter.com/CallTheMidwife1/status/1205960534551605250
[6] https://www.amazon.com/gp/customer-reviews/R1E9Q5ZG25PFEM/
[5] https://yen.com.gh/140711-margaret-afriyie-meet-ghanaian-midwife-promotes-maternal-child-health-money.html
[5] https://www.goldmidwifery.com/conference/presentations/294
[4] https://www.radiotimes.com/news/tv/2019-12-12/call-the-midwife-cast-christmas/
[4] https://chelseamamma.co.uk/my-expert-midwife-develops-trio-of-sprays-to-fight-nausea-sleeplessness-and-replenish-energy-during-pregnancy/
[4] https://www.icn.ch/news/icn-calls-heads-state-back-year-nurse-and-midwife

Top URLs in Tweet in G1:
[1981] https://twitter.com/mbbants_/status/1203829291731042306

Top URLs in Tweet in G2:
[5] https://www.goldmidwifery.com/conference/presentations/294
[3] https://www.magonlinelibrary.com/doi/10.12968/bjom.2018.26.4.217
[3] https://twitter.com/mbrrace/status/1205398217002762240
[3] https://www.youtube.com/watch?v=zTSQjaI1Af4&feature=youtu.be

[2] https://snapchat.com/add/b1.bb
[2] https://careers.ksmc.med.sa/ar/saudi-arabia/jobs/pediatric-nurse-4130656/
[2] https://goo.gl/qgGXqJ
[1] https://www.facebook.com/100000926572475/posts/2471667476207447/
[1] https://twitter.com/indiek1/status/1203599123582046208
[1] https://amanibirth.com/x01Countries/#saudia

Top URLs in Tweet in G3:
[11] https://twitter.com/_diddy_____/status/1205241383726075904
[8] https://mynorthwest.com/1633803/midwife-childbirth-pregnancy-study/
[5] https://yen.com.gh/140711-margaret-afriyie-meet-ghanaian-midwife-promotes-maternal-child-health-money.html
[4] https://chelseamamma.co.uk/my-expert-midwife-develops-trio-of-sprays-to-fight-nausea-sleeplessness-and-replenish-energy-during-pregnancy/
[3] https://gobnewsonline.com/2019/12/15/call-the-midwife-creator-heidi-thomas-blasts-tvs-debased-rape-and-murder-obsession/
[2] https://motherbirth.co/ushering-midwifery-into-mainstream-069/
[2] https://www.who.int/news-room/events/detail/2019/10/24/default-calendar/the-health-for-all-film-festival
[2] https://www.unfpa.org/news/midwives-save-lives-%E2%80%93-more-support-midwifery-needed
[2] https://www.ologymavens.com/conferences/nursingeducation
[2] https://twitter.com/_Diddy_____/status/1205241383726075904

Top URLs in Tweet in G4:
[2] https://nursingnotes.co.uk/newly-elected-mp-falsely-claims-mental-health-nurse/
[1] https://twitter.com/CallTheMidwife1/status/1205960534551605250
[1] https://nursingnotes.co.uk/who-declares-2020-as-the-year-of-the-nurse-and-midwife/
[1] https://www.bbc.co.uk/programmes/m000c8qc

Top URLs in Tweet in G5:
[1] https://twitter.com/mbbants_/status/1203829291731042306

Top URLs in Tweet in G6:
[3] https://www.who.int/news-room/events/detail/2020/01/01/default-calendar/2020---year-of-the-nurse-and-the-midwife
[2] https://twitter.com/NursingNow2020/status/1204669304433758208
[1] http://bit.ly/2RKCtpr
[1] https://www.nursingnow.org/nursing-now-invites-elizabeth-iro-to-discuss-her-personal-journey-into-leadership/
[1] https://www.nursingnow.org/resources-2020/
[1] https://zoom.us/j/645169854
[1] https://www.who.int/news-room/events/detail/2019/10/24/default-calendar/the-health-for-all-film-festival
[1] https://tinyurl.com/v3gjuns
[1] https://www.icn.ch/news/icn-calls-heads-state-back-year-nurse-and-midwife
[1] https://www.nursing.upenn.edu/live/news/1547-4-million-grant-to-improve-mental-health-and

Top URLs in Tweet in G8:
[4] https://www.sciencedirect.com/science/article/pii/S1871519217307126
[1] https://twitter.com/IEHospitalGroup/status/1204392354838384640
[1] https://www.irishtimes.com/news/social-affairs/christmas-in-a-women-s-refuge-we-don-t-turn-anyone-away-1.4112203?mode=amp
[1] https://wwjnewsradio.radio.com/articles/news/study-waterbirth-as-safe-for-mom-baby-as-traditional-birth
[1] https://www.midirs.org/our-services/midwifery-digest-subscription/
[1] https://www.midirs.org/northern-ireland-nursing-midwifery-vacancies-80/
[1] http://ow.ly/XuSV50xmZn7
[1] https://www.96fm.ie/on-air/the-opinion-line/
[1] https://fortytwoweeks.wordpress.com/2013/07/30/a-home-birth-with-a-self-employed-community-midwife-for-a-first-time-mum/
[1] https://mynorthwest.com/1633803/midwife-childbirth-pregnancy-study/

Top URLs in Tweet in G9:
[1] https://www.nursingtimes.net/news/policies-and-guidance/shock-win-tory-candidate-deceived-voters-by-claiming-to-be-a-nurse-13-12-2019/

Top URLs in Tweet in G10:
[4] https://twitter.com/samosalauncher/status/1205495714379382784

Top Domains
Top Domains in Tweet in Entire Graph:
[2126] twitter.com
[33] co.uk
[15] mynorthwest.com
[15] amazon.com
[13] instagram.com
[11] youtube.com
[10] nhs.uk
[9] facebook.com
[7] bit.ly
[7] who.int

Top Domains in Tweet in G1:
[1981] twitter.com

Top Domains in Tweet in G2:
[22] twitter.com
[5] bit.ly
[5] goldmidwifery.com
[4] magonlinelibrary.com
[4] youtube.com
[3] org.uk
[2] snapchat.com
[2] med.sa
[2] goo.gl
[2] co.uk

Top Domains in Tweet in G3:
[43] twitter.com
[18] co.uk
[9] mynorthwest.com
[8] facebook.com
[6] instagram.com
[5] com.gh
[5] edenprivatestaff.com
[4] goodreads.com
[4] nurse-senka.com
[3] youtube.com

Top Domains in Tweet in G4:
[4] co.uk
[1] twitter.com

Top Domains in Tweet in G5:
[1] twitter.com

Top Domains in Tweet in G6:
[5] twitter.com
[4] nursingnow.org
[4] who.int
[1] bit.ly
[1] zoom.us
[1] tinyurl.com
[1] icn.ch
[1] upenn.edu
[1] thelancet.com
[1] linkedin.com

Top Domains in Tweet in G8:
[4] sciencedirect.com
[2] twitter.com
[2] midirs.org
[1] irishtimes.com
[1] radio.com
[1] ow.ly
[1] 96fm.ie
[1] wordpress.com
[1] mynorthwest.com
[1] linkedin.com

Top Domains in Tweet in G9:
[1] nursingtimes.net

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[84] midwife
[54] midwifery
[35] pregnancy
[32] books
[32] amazon
[31] christmas
[30] ebook
[30] paperback
[26] gift
[23] dyk



Top Hashtags in Tweet in G2:
[18] القابلة_السعودية
[18] midwife
[16] goldmidwifery2019
[13] eds
[13] heds
[10] hypermobility
[8] مها_الوابل
[7] نساء_للوطن
[7] pregnancy
[6] midwives

Top Hashtags in Tweet in G3:
[23] midwife
[10] homebirth
[8] helpushelpyou
[7] midwifery
[7] healthierfutures
[7] baby
[7] birth
[5] pregnancy
[5] maternity
[5] maternitynurse

Top Hashtags in Tweet in G4:
[1] desertislanddisks
[1] dids

Top Hashtags in Tweet in G6:
[22] dyk
[9] nurses2020
[9] nurses
[8] nurse
[8] health
[7] midwife
[4] nightingalechallenge
[4] nursing
[3] midwives2020
[3] uhc

Top Hashtags in Tweet in G8:
[2] midwifery
[2] icm
[1] vaccineswork
[1] vaccinatebychristmas
[1] vaccinessavelives
[1] domesticviolence
[1] domesticabuse
[1] publichealth
[1] nurses
[1] health

Top Hashtags in Tweet in G9:
[1] nurse
[1] midwife

Top Words
Top Words in Tweet in Entire Graph:
[2358] Words in Sentiment List#1: Positive
[864] Words in Sentiment List#2: Negative
[3] Words in Sentiment List#3: Angry/Violent
[112263] Non-categorized Words
[115485] Total Words
[3977] skin
[3538] midwife
[2117] baby
[1994] contact
[1991] remember

Top Words in Tweet in G1:
[3962] skin
[1982] midwife
[1982] baby
[1981] hands
[1981] remember
[1981] contact
[1981] 40
[1981] extra
[1980] gbalor_un

Top Words in Tweet in G2:
[91] من
[87] في
[74] midwife_monabuk
[70] على
[68] الله
[43] midwife
[41] midwifery
[41] لا
[39] و
[32] women

Top Words in Tweet in G3:
[265] midwife
[69] call
[46] midwifery
[40] pregnant
[39] women
[36] pregnancy
[33] baby
[33] flu
[26] today
[26] birth

Top Words in Tweet in G4:
[307] nurse
[306] newly
[306] elected
[306] tory
[306] mp
[306] mental
[306] health
[256] posted
[256] several
[256] pre

Top Words in Tweet in G5:
[493] muslim
[493] women
[493] work
[253] midwife
[248] female
[246] wife
[246] gives
[246] birth
[245] rubbiatravels
[15] gt

Top Words in Tweet in G6:
[70] año
[62] year
[59] midwife
[58] nurse
[54] health
[44] million
[39] midwives
[36] 2020
[35] acerca
[35] mundial

Top Words in Tweet in G7:
[112] seen
[111] over
[111] 10
[111] days
[111] 20
[111] week
[111] ultrasound
[111] separate
[111] midwife
[111] check

Top Words in Tweet in G8:
[52] really
[49] people
[48] already
[48] pregnant
[47] important
[47] seeing
[47] presenting
[47] flu
[47] early
[47] season

Top Words in Tweet in G9:
[71] nurse
[70] midwife
[62] year
[61] 2020
[60] international
[60] rcn
[60] bulletin
[60] preparing
[60] celebrate
[60] unique

Top Words in Tweet in G10:
[55] midwife
[51] future
[50] samosalauncher
[50] 2350
[50] give
[50] birth
[50] innshallah
[50] hmu
[50] need
[50] help

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1988] skin,skin
[1987] skin,contact
[1984] baby,remember
[1983] midwife,hands
[1983] hands,baby
[1983] remember,skin
[1982] contact,40
[1982] 40,extra
[1981] gbalor_un,midwife
[493] muslim,women

Top Word Pairs in Tweet in G1:
[1981] midwife,hands
[1981] hands,baby
[1981] baby,remember
[1981] remember,skin
[1981] skin,skin
[1981] skin,contact
[1981] contact,40
[1981] 40,extra
[1980] gbalor_un,midwife

Top Word Pairs in Tweet in G2:
[20] محم,د
[19] وعلى,آل
[14] ل,ا
[12] على,محم
[12] د,وعلى
[12] maryjobson,em_midwife
[12] em_midwife,dunkleybent
[12] childbearing,women
[12] hypermobile,ehlers
[12] ehlers,danlos

Top Word Pairs in Tweet in G3:
[58] call,midwife
[21] flu,jab
[15] pregnant,women
[12] nursing,midwifery
[12] during,pregnancy
[12] gp,pharmacist
[11] pharmacist,midwife
[11] free,flu
[10] nurse,midwife
[10] midwife,today

Top Word Pairs in Tweet in G4:
[306] newly,elected
[306] elected,tory
[306] tory,mp
[306] mental,health
[306] health,nurse
[256] mp,posted
[256] posted,several
[256] several,pre
[256] pre,election
[256] election,social

Top Word Pairs in Tweet in G5:
[493] muslim,women
[493] women,work
[246] work,wife
[246] wife,gives
[246] gives,birth
[246] birth,female
[246] female,midwife
[246] midwife,muslim
[245] rubbiatravels,muslim
[10] gt,gt

Top Word Pairs in Tweet in G6:
[58] nurse,midwife
[49] year,nurse
[35] acerca,año
[35] año,mundial
[35] mundial,enfermeras
[35] enfermeras,matronas
[35] matronas,nuestra
[35] nuestra,oportunidad
[35] oportunidad,avanzar
[35] avanzar,nuestro

Top Word Pairs in Tweet in G7:
[111] over,10
[111] 10,days
[111] days,20
[111] 20,week
[111] week,ultrasound
[111] ultrasound,separate
[111] separate,midwife
[111] midwife,check
[111] check,daughter
[111] daughter,seen

Top Word Pairs in Tweet in G8:
[47] really,important
[47] important,already
[47] already,seeing
[47] seeing,pregnant
[47] pregnant,people
[47] people,presenting
[47] presenting,flu
[47] flu,early
[47] early,season
[47] season,please

Top Word Pairs in Tweet in G9:
[61] year,nurse
[61] nurse,midwife
[60] 2020,international
[60] international,year
[60] midwife,rcn
[60] rcn,bulletin
[60] bulletin,preparing
[60] preparing,celebrate
[60] celebrate,unique
[60] unique,special

Top Word Pairs in Tweet in G10:
[51] future,midwife
[50] 2350,give
[50] give,birth
[50] birth,future
[50] midwife,innshallah
[50] innshallah,hmu
[50] hmu,need
[50] need,help
[49] samosalauncher,2350
[2] becoming,midwife

Top Replied-To
Top Replied-To in Entire Graph:
@midwife_monabuk
@midwifery_dr
@midwife_78
@phd_midwife
@ie00ie
@nicole_cliffe
@rectitude20
@andrew_adonis
@nicolasedny
@underxmastree

Top Replied-To in G2:
@midwife_monabuk
@ie00ie
@vip_fahd9
@raed_arn
@eye72906
@brjcan
@f_mubarak_pt
@mona17h
@b_4vb
@grahamamneet

Top Replied-To in G4:
@bbcradio4
@petepaphides

Top Replied-To in G5:
@abzndat

Top Replied-To in G6:
@howardcatton
@pattyhajdu
@deirdrelanglang

Top Replied-To in G8:
@phd_midwife
@oxytocinmagic
@laurawithwoman
@flowepower66
@midwivesireland
@sinead_midwife
@seanhollandoss
@deshocks

Top Replied-To in G10:
@samosalauncher

Top Mentioned
Top Mentioned in Entire Graph:
@gbalor_un
@withorpe
@rubbiatravels
@datartanspartan
@thercn
@bornformidwife
@theprolestar
@samosalauncher
@mairenihuigin
@adelaidazabale1

Top Mentioned in G1:
@gbalor_un

Top Mentioned in G2:
@sallypezaro
@midwife_monabuk
@midwivesrcm
@mbrrace
@saudimidwifery
@dunkleybent
@gemmaspearce
@wemidwives
@bjmidwifery
@mahalwabel

Top Mentioned in G3:
@bionursing
@durhamnct
@midwifeandlife
@happymummyblogs
@careapps

Top Mentioned in G4:
@withorpe
@theprolestar
@roseunwin
@laurenlaverne
@bbcradio4
@nursingnotesuk
@sarah_gordy

Top Mentioned in G5:
@rubbiatravels
@abzndat
@gbalor_un

Top Mentioned in G6:
@adelaidazabale1
@icnurses
@atayeshe
@nursingnow2020
@who
@qegateshead
@ytamburro
@nancyrreynolds
@elizabeth_iro
@drtedros

Top Mentioned in G7:
@datartanspartan

Top Mentioned in G8:
@mairenihuigin
@cmahomebirthirl
@proactivesupp
@aoibhneas_org
@agoodbirth
@n_gnursing
@decdevane
@lindabiesty
@flowepower66
@midwivesireland

Top Mentioned in G9:
@thercn
@craigdavidson85
@icnurses
@nursingtimes

Top Mentioned in G10:
@samosalauncher
@haktheakh
@shahrahman1712

Top Tweeters
Top Tweeters in Entire Graph:
@nitoriofficial
@tesco
@paul_cude
@quicpay_pr
@jal_official_jp
@jurylady5
@mattmurph24
@w_angels_wings
@london_cable
@waka__chang

Top Tweeters in G1:
@groovy_ky
@syzsyfqh_
@mr_king_ceo
@sb_mide
@trevahhhnstuff
@sakinah_yahya
@chefobubu
@ouaspoke
@yerdme_cmb
@illfucknarry

Top Tweeters in G2:
@jennythem
@nzherald
@sheena_byrom
@k_batli
@whoseshoes
@tufoola
@m_0g
@hihyderabad
@amamasas
@vip_fahd9

Top Tweeters in G3:
@london_cable
@newslock_uknews
@welfordwrites
@fiveminutewords
@ewasr
@annmarie309
@talk_about_sci
@d_rose_xo
@kyosukekiyo
@asoiafreadthru

Top Tweeters in G4:
@mrs_coyle
@petermccue1
@angiebeeb
@inclinepress
@redflag3rd
@pippaliciousj
@keithsharpe7
@mikemol1982
@catethetwaate
@amacdonald866

Top Tweeters in G5:
@bruchagher
@susanibrahim
@beatofshotgun
@asmara_lothbrok
@hennnnyyyyyy
@zulekhapirzada
@iyaahhassan14
@bingbingtae
@celianthe
@farishta05

Top Tweeters in G6:
@natricer
@lechefwayne
@artfudd
@manudumanuel
@janis_cottee
@nursingdean
@jomwlever
@who
@brianwdolan
@innonurse

Top Tweeters in G7:
@hazelglasgow
@mae_carson2
@roadwarrior29
@mckinlay_liz
@cathymcrorie
@ferguson2811
@tartancobweb
@shoolyboo
@shirleyyoung2
@darini001

Top Tweeters in G8:
@deshocks
@christi85573643
@thelovelymaeve
@carolynhastie
@neasaconneally
@flowepower66
@anneodmatthews
@gergilroy
@_mod__
@ranelaghlife

Top Tweeters in G9:
@pauljebb1
@mynameisandyj
@nursingtimes
@joan_myers
@medicinegov
@proftomquinn
@craigdavidson85
@safiyahc
@thercn
@lemarksmith

Top Tweeters in G10:
@shakilmiah2
@t_txa96
@farahk_98
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