midwife OR midwifery, Twitter, 9/26/2021 6:17:37 AM, 262865


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midwife OR midwifery_2021-09-25_20-28-24.xlsx
midwife OR midwifery_2021-09-25_20-28-24.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 26, 2021
Short Description:
midwife OR midwifery via NodeXL https://bit.ly/3ERHxOG
@benitakolovos
@lkuliukas
@agtuk
@florencedarlin1
@profjennygamble
@political_alert
@hazard_leah
@odonohue_steph
@rahel_o
@world_midwives

Top hashtags:
#midwifery
#midwife
#melbourne
#cfmmeu

Description:
Description
The graph represents a network of 7,427 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, 26 September 2021 at 03:38 UTC.

The requested start date was Sunday, 26 September 2021 at 00:01 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 4-day, 5-hour, 31-minute period from Monday, 20 September 2021 at 22:54 UTC to Saturday, 25 September 2021 at 04:26 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 : 7427
Unique Edges : 4443
Edges With Duplicates : 10389
Total Edges : 14832
Number of Edge Types : 5
Retweet : 4277
MentionsInRetweet : 5254
Replies to : 1589
Mentions : 2056
Tweet : 1656
Self-Loops : 1688
Reciprocated Vertex Pair Ratio : 0.0482988659106071
Reciprocated Edge Ratio : 0.0921471299478172
Connected Components : 1496
Single-Vertex Connected Components : 645
Maximum Vertices in a Connected Component : 3177
Maximum Edges in a Connected Component : 7772
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 7.321633
Graph Density : 0.000142458505628589
Modularity : 0.520327
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,427 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, 26 September 2021 at 03:38 UTC.

The requested start date was Sunday, 26 September 2021 at 00:01 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 4-day, 5-hour, 31-minute period from Monday, 20 September 2021 at 22:54 UTC to Saturday, 25 September 2021 at 04:26 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:
[12] https://www.maternityandmidwifery.co.uk/the-maternity-and-midwifery-hour/
[9] https://www.refinery29.com/en-gb/midwives-risk-alcohol-addiction?utm_source=twitter
[7] http://trac.sath.nhs.uk/job/UK/Shropshire/Telford/The_Shrewsbury_Telford_Hospital_NHS_Trust/Director/Director-v3497551?ref=Twitter&set-locale=en-gb&_ts=1
[7] https://www.mirror.co.uk/tv/tv-news/call-midwifes-future-doubt-after-25050417
[6] https://us02web.zoom.us/webinar/register/WN_mIVQc3boS-m-Ddj9xOGBTQ
[6] https://www.midwives.org.au/shop/new-national-midwifery-guidelines-consultation-and-referral
[6] https://www.ocregister.com/2021/08/16/pregnant-during-pandemic-black-midwives-in-demand-are-there-enough-to-handle-influx-of-clients/
[5] https://citinewsroom.com/2021/09/ablakwa-gifts-hardworking-midwife-at-battor-catholic-hospital-new-car/?utm_source=dlvr.it&utm_medium=twitter
[5] https://billypenn.com/2021/09/23/philadelphia-birth-trauma-resources-doulas-midwife/
[5] https://www.healthjobsuk.com/job/v3504430

Top URLs in Tweet in G1:
[1] https://www.9news.com.au/national/coronavirus-victoria-australian-nursing-and-midwifery-federation-victoria-branch-calls-for-protestors-to-stop-thinking-of-themselves/df50aa12-ee82-4e00-94d0-0dd8225c4998?ocid=Social-9NewsP

Top URLs in Tweet in G2:
[12] https://www.maternityandmidwifery.co.uk/the-maternity-and-midwifery-hour/
[5] https://comms2point0.co.uk/job-of-the-day/2021/9/21/senior-press-officer-nursing-and-midwifery-council?utm_source=Twitter&utm_medium=social&utm_campaign=Orlo
[4] https://www.maternityandmidwifery.co.uk/the-language-of-the-new-future-midwife-standards/
[4] https://yourbump.nhs.uk/ask-the-midwife/?utm_source=Twitter&utm_medium=social&utm_campaign=Orlo
[3] https://blogs.bmj.com/bmj/2021/09/20/midwifery-continuity-of-care-why-patients-should-be-more-vocal-advocates/?utm_source=twitter&utm_medium=social&utm_term=hootsuite&utm_content=sme&utm_campaign=usage
[2] https://twitter.com/sheena_byrom/status/1440711738358263809
[2] https://twitter.com/pushcampaignorg/status/1439167429301649410
[2] https://twitter.com/debjfox/status/1440214391174025216
[2] http://yourbump.nhs.uk/ask-the-midwife/
[2] https://twitter.com/twinmummycjb/status/1440290194666573834

Top URLs in Tweet in G3:
[4] https://twitter.com/breadkku/status/1440485028949946372
[4] http://www.nhs.uk/conditions/coronavirus-covid-19/people-at-higher-risk-from-coronavirus/pregnancy-and-coronavirus/
[4] http://www.twittascope.com/?sign=4
[4] https://www.kompas.com/
[4] https://zonanusantara.com/
[3] https://techmoran.com/2021/09/21/liberia-ministry-of-health-liberia-board-for-nursing-and-midwifery-lbnm-launch-digital-online-licensing-examinations-system/
[3] https://www.9news.com.au/national/coronavirus-victoria-australian-nursing-and-midwifery-federation-victoria-branch-calls-for-protestors-to-stop-thinking-of-themselves/df50aa12-ee82-4e00-94d0-0dd8225c4998
[3] https://www.mirror.co.uk/tv/tv-news/call-midwifes-future-doubt-after-25050417?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.mirror.co.uk/tv/tv-news/call-midwifes-future-doubt-after-25050417?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[3] https://www.instagram.com/accounts/login/

Top URLs in Tweet in G4:
[3] https://www.england.nhs.uk/coronavirus/returning-clinicians/
[1] https://twitter.com/MRadford_HEECN/status/1441324427136749569
[1] https://www.england.nhs.uk/email-bulletins/cno-bulletin/
[1] https://nhscep.com/
[1] https://www.coventry.ac.uk/news/2021/hudson-london/
[1] https://twitter.com/NHSEngland/status/1240918783436492800
[1] https://twitter.com/CNOEngland/status/1440350015830966276
[1] https://twitter.com/EdCoxNHS/status/1441139472771420164
[1] https://www.jobs.nhs.uk/xi/vacancy/916726851
[1] https://www.goldlearning.com/ce-library/all-lectures/earlyyears2021-symposium-detail

Top URLs in Tweet in G5:
[1] https://billypenn.com/2021/09/23/philadelphia-birth-trauma-resources-doulas-midwife/

Top URLs in Tweet in G6:
[9] https://www.refinery29.com/en-gb/midwives-risk-alcohol-addiction?utm_source=twitter
[5] https://us02web.zoom.us/webinar/register/WN_mIVQc3boS-m-Ddj9xOGBTQ
[2] https://pages.devex.com/unga76-access-to-medicines.html
[2] https://issuu.com/australiannursingfederation/docs/anmj_2021_octdec_issuu/s/13437268
[1] https://twitter.com/repsylviagarcia/status/1441428326778740745
[1] https://twitter.com/afif_elkhuffash/status/1441329380752379920
[1] https://twitter.com/world_midwives/status/1441398914582650884
[1] https://pushcampaign.org/
[1] https://twitter.com/marietcasey/status/1440395304516259850
[1] https://twitter.com/FP2030Global/status/1441389677211119620

Top URLs in Tweet in G9:
[1] https://twitter.com/i/broadcasts/1PlJQavWogdJE
[1] https://twitter.com/i/broadcasts/1OwxWVeVYLRJQ

Top Domains
Top Domains in Tweet in Entire Graph:
[267] twitter.com
[92] co.uk
[52] nhs.uk
[28] co.jp
[22] org.uk
[22] teststreams.com
[21] peing.net
[18] ac.uk
[17] google.com
[17] hellomagazine.com

Top Domains in Tweet in G1:
[1] com.au

Top Domains in Tweet in G2:
[42] twitter.com
[27] co.uk
[13] nhs.uk
[8] org.uk
[4] bmj.com
[4] ac.uk
[3] midirs.org
[2] spotify.com
[2] all4maternity.com
[2] cvent.com

Top Domains in Tweet in G3:
[60] twitter.com
[27] co.uk
[13] peing.net
[11] nhs.uk
[11] google.com
[11] medicaljobsaustralia.com
[10] thehousethatneverslumbers.com
[8] co.id
[7] hellomagazine.com
[6] com.au

Top Domains in Tweet in G4:
[7] twitter.com
[5] nhs.uk
[1] nhscep.com
[1] ac.uk
[1] goldlearning.com

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

Top Domains in Tweet in G6:
[9] refinery29.com
[5] twitter.com
[5] zoom.us
[2] devex.com
[2] linkedin.com
[2] issuu.com
[1] pushcampaign.org
[1] psi.org
[1] edu.au
[1] shareaholic.com

Top Domains in Tweet in G9:
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[192] midwifery
[127] midwife
[117] melbourne
[116] cfmmeu
[70] sağlıkatamasınıduyurun
[49] nursing
[38] plymgrad
[36] bidan
[30] midwivesvoices
[28] midwives



Top Hashtags in Tweet in G1:
[1] springst
[1] ausunions
[1] covid19vic
[1] thedrum
[1] 9news

Top Hashtags in Tweet in G2:
[35] midwifery
[22] midwife
[18] hsjpatientsafety
[12] continuityofcare
[11] nursing
[11] biomechanicsforbirth
[10] midwiferyhour
[8] nurse
[8] blendedlearning
[8] teamopal

Top Hashtags in Tweet in G3:
[52] midwife
[36] bidan
[30] midwifery
[15] kebidanan
[13] medicaljobs
[13] 質問箱
[12] peing
[9] pregnancy
[9] obgyn
[7] birth

Top Hashtags in Tweet in G4:
[8] nhs
[7] teamcno
[6] goldearlyyears2021
[3] yournhsneedsyou
[2] ir
[2] midwifery
[1] ournhspeople
[1] nhslongtermplan
[1] hsjpatientsafety
[1] midlandsaspirantleaders

Top Hashtags in Tweet in G5:
[1] continuityofcare

Top Hashtags in Tweet in G6:
[27] midwivesvoices
[25] sustainablehealthcare
[25] midwifery
[19] unga76
[19] whatwomenwant
[16] savethedate
[14] midwives
[13] pushformidwives
[8] covid19
[6] sdgaction

Top Hashtags in Tweet in G8:
[115] melbourne
[114] cfmmeu

Top Hashtags in Tweet in G9:
[8] live
[3] covid19
[2] png
[2] graduates
[2] globalhealth
[1] springst
[1] auspol
[1] covid19aus
[1] midwifery
[1] studentmidwives

Top Words
Top Words in Tweet in Entire Graph:
[2675] midwifery
[2548] midwife
[1802] nursing
[1202] australian
[1189] calling
[1181] federation
[1169] protesters
[1166] victorian
[1155] branch
[1091] statement

Top Words in Tweet in G1:
[1020] nursing
[1020] midwifery
[1019] victorian
[1019] branch
[1018] statement
[1018] australian
[1018] federation
[1017] protesters
[1015] strong
[1015] calling

Top Words in Tweet in G2:
[416] shortage
[332] panic
[275] midwifery
[252] midwife
[238] midwives
[170] hazard_leah
[167] cool
[113] over
[98] co
[93] students

Top Words in Tweet in G3:
[552] midwife
[137] midwifery
[107] call
[74] baby
[52] nursing
[52] #midwife
[51] nurse
[50] more
[50] birth
[50] health

Top Words in Tweet in G4:
[103] midwifery
[94] nursing
[64] nhs
[52] innovator
[52] idea
[52] keen
[52] develop
[52] scale
[52] improve
[51] teamcno_

Top Words in Tweet in G5:
[184] somali
[171] midwifery
[96] women
[92] love
[92] seeing
[92] muslim
[92] obstetrics
[92] newborn
[92] delivered
[92] woman

Top Words in Tweet in G6:
[122] midwife
[64] midwifery
[58] more
[52] wra_k
[50] care
[49] health
[45] role
[43] maternal
[42] midwives
[35] pushcampaignorg

Top Words in Tweet in G7:
[90] news
[90] daughter
[89] delighted
[89] share
[89] safe
[89] arrival
[89] saturday
[89] 18th
[89] september
[89] 2021

Top Words in Tweet in G8:
[134] midwifery
[133] nursing
[116] building
[116] union
[115] interesting
[115] fact
[115] #melbourne
[115] hq
[114] woodleonie
[114] opposite

Top Words in Tweet in G9:
[117] australian
[117] nursing
[117] midwifery
[108] victorian
[107] federation
[107] branch
[107] calling
[107] protesters
[99] stop
[98] political_alert

Top Words in Tweet in G10:
[93] thursday
[92] magic
[92] marie
[92] catherine
[92] laveau
[92] september
[92] 10
[92] 1801
[92] june
[92] 15

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1613] nursing,midwifery
[1171] midwifery,federation
[1168] australian,nursing
[1150] victorian,branch
[1050] branch,australian
[1045] strong,statement
[1044] statement,victorian
[1044] federation,calling
[1044] calling,protesters
[1043] benitakolovos,strong

Top Word Pairs in Tweet in G1:
[1020] nursing,midwifery
[1018] australian,nursing
[1018] midwifery,federation
[1015] victorian,branch
[1015] branch,australian
[1014] strong,statement
[1013] statement,victorian
[1013] federation,calling
[1013] calling,protesters
[1012] benitakolovos,strong

Top Word Pairs in Tweet in G2:
[332] shortage,panic
[84] cool,cool
[83] milkshake,shortage
[83] panic,chicken
[83] chicken,shortage
[83] panic,co2
[83] co2,shortage
[83] panic,fuel
[83] fuel,shortage
[83] panic,midwife

Top Word Pairs in Tweet in G3:
[86] call,midwife
[38] nursing,midwifery
[26] nurse,midwife
[15] #bidan,#kebidanan
[15] #kebidanan,#midwife
[15] #bidan,#midwife
[12] #peing,#質問箱
[11] retired,midwife
[11] ablakwa,gifts
[11] gifts,hardworking

Top Word Pairs in Tweet in G4:
[86] nursing,midwifery
[52] midwifery,innovator
[52] innovator,nhs
[52] nhs,idea
[52] idea,keen
[52] keen,develop
[52] develop,scale
[52] scale,improve
[51] teamcno_,nursing
[51] improve,patie

Top Word Pairs in Tweet in G5:
[92] love,seeing
[92] seeing,somali
[92] somali,muslim
[92] muslim,women
[92] women,obstetrics
[92] obstetrics,midwifery
[92] midwifery,newborn
[92] newborn,delivered
[92] delivered,somali
[92] somali,woman

Top Word Pairs in Tweet in G6:
[31] investing,midwifery
[31] remains,best
[31] maternal,newborn
[31] newborn,health
[29] midwifery,remains
[29] best,buy
[29] buy,maternal
[29] health,more
[28] more,efficient
[26] efficient,use

Top Word Pairs in Tweet in G7:
[89] delighted,share
[89] share,news
[89] news,safe
[89] safe,arrival
[89] arrival,daughter
[89] daughter,saturday
[89] saturday,18th
[89] 18th,september
[89] september,2021
[89] 2021,23

Top Word Pairs in Tweet in G8:
[133] nursing,midwifery
[116] midwifery,union
[115] interesting,fact
[114] fact,building
[114] building,opposite
[114] opposite,#cfmmeu
[114] #cfmmeu,#melbourne
[114] #melbourne,hq
[114] hq,nursing
[114] union,whose

Top Word Pairs in Tweet in G9:
[117] nursing,midwifery
[107] australian,nursing
[107] midwifery,federation
[107] victorian,branch
[98] political_alert,australian
[98] federation,victorian
[98] branch,calling
[98] calling,city
[98] city,protesters
[98] protesters,stop

Top Word Pairs in Tweet in G10:
[92] thursday,magic
[92] magic,marie
[92] marie,catherine
[92] catherine,laveau
[92] laveau,september
[92] september,10
[92] 10,1801
[92] 1801,june
[92] june,15
[92] 15,1881

Top Replied-To
Top Replied-To in Entire Graph:
@midwife_mami
@midwife_yuria
@masaki883sp
@ri0mp
@midwife_roya
@dream5to5
@oyakonotameni
@truthvsagenda
@ooooonigiri0147
@ryoji_porsche

Top Replied-To in G1:
@marctennant
@nikkkkk1212
@yodaberg
@grayconnolly
@anmfvic
@docavvers

Top Replied-To in G2:
@hazard_leah
@uon_midwifery
@hallmum5
@sheena_byrom
@lynseyyeomans
@midwifebea
@_katechapman
@odonohue_steph
@margaretjowitt
@phd_midwife

Top Replied-To in G4:
@cnoengland
@manjitdarby
@postdochv
@jdpoc
@vickynewham
@nurseflo4
@zoenelson8
@allanhann
@edcoxnhs
@zoepackman117

Top Replied-To in G5:
@ssn1999x

Top Replied-To in G6:
@lindahoguttu
@marietcasey
@sassye
@pushcampaignorg
@jamiefromnj
@wra_k
@katersimpson

Top Replied-To in G7:
@crazysparky
@bailey86430630
@misty30926821

Top Replied-To in G8:
@clavikul
@woodleonie

Top Replied-To in G9:
@lucas_jjjj

Top Mentioned
Top Mentioned in Entire Graph:
@benitakolovos
@hazard_leah
@woodleonie
@political_alert
@kneferhetep
@svlmbur
@yorkiebea
@ssn1999x
@sydneyhimalaya
@drfahrettinkoca

Top Mentioned in G1:
@benitakolovos
@shanerattenbury
@anmfvic
@ellenmfanning
@anmf_federal
@abcthedrum
@pseudonymou_s
@lorraine451
@9newsperth

Top Mentioned in G2:
@hazard_leah
@sheena_byrom
@midwivesrcm
@uhbtrust
@teamcmido
@_katechapman
@bournemouthuni
@midwiferyforum
@rmorganbentley
@midwifebec

Top Mentioned in G3:
@tomorrow_event
@theoriginallv
@medicalworldnig
@lunarroot
@hiha_awards
@nabilalmafrachi
@mskahin1

Top Mentioned in G4:
@teamcno_
@cnoengland
@hilarygarratt
@angelaknightja1
@cnobme_sag
@lorraine_ganley
@nhs
@gillylee
@yvonnecoghill1
@midwifehelen

Top Mentioned in G5:
@svlmbur
@ssn1999x
@li22iep
@odonohue_steph
@birth_better
@birthtrauma
@cxffeinatxd

Top Mentioned in G6:
@wra_k
@pushcampaignorg
@world_midwives
@unfpaken
@mkapombe
@angienguku
@rahel_o
@faithoneya
@lindahoguttu
@massawejapanni

Top Mentioned in G7:
@yorkiebea
@crazysparky
@misty30926821
@sarah39686089
@heidiec5
@victoriaarbiter
@angielovesuk

Top Mentioned in G8:
@woodleonie
@benitakolovos
@pennywaites
@clavikul
@anmfvic

Top Mentioned in G9:
@political_alert
@benitakolovos
@healthgovau
@winmooreb
@qldhealth
@rahel_o
@highlandsfound1

Top Mentioned in G10:
@kneferhetep
@lovincin

Top Tweeters
Top Tweeters in Entire Graph:
@japan_lawson
@akiko_lawson
@salvesayson
@wengcookie
@wengzkie28
@knewz_currently
@mariachonatabe1
@coramarcelo1
@jurylady5
@alhanda

Top Tweeters in G1:
@geoffrey_payne
@3wombats
@sallyrmelb
@fehowarth
@jrweaver55
@raywilton4
@thebigship
@michaelpurvis64
@mattys123
@shirleydebalsi

Top Tweeters in G2:
@kenzeroharm
@gladeolie
@randallwrites
@dianacameron70
@jennythem
@normofe
@sheena_byrom
@mariachooch
@tv_hiec_chair
@shaunlintern

Top Tweeters in G3:
@knewz_currently
@newsoneplace
@pairsonnalitesa
@pairsonnalitesn
@london_cable
@angelakorras
@_globalcareers
@designatfuturit
@postjobfree
@newsafricanow

Top Tweeters in G4:
@whyohwhyfather
@kathevans2
@jdpoc
@joan_myers
@vickynewham
@macmillancancer
@jamestitcombe
@aaroncumminsnhs
@wlasinclair
@warnerbro

Top Tweeters in G5:
@hsb_epa
@moonxsh
@webeallnight
@hiyaitssaira
@lifeofmariyah
@dxstinyy00
@fxzilaaa
@sajadah
@shabir2468
@kxwsar_

Top Tweeters in G6:
@sassye
@itskingsbruh
@macotani
@admirableism
@mar_de_palabras
@capobianb
@acespacek
@jiorjette
@libbyextra
@christi85573643

Top Tweeters in G7:
@sweetanette96
@heidiec5
@rospay15
@tm014d1009
@andyhammers
@lsw12612672511
@wealdengirl
@nikkiwatitdo
@angielovesuk
@_theekword

Top Tweeters in G8:
@protectingterra
@lynmaree56
@meckeringboy
@zhalli1
@vjmahon
@rene_horton
@lynestel
@bromidew
@rs200077
@smile__petal

Top Tweeters in G9:
@jurylady5
@viralvideovlogs
@wally_wests
@markplackett1
@broomstick33
@gailcoastie
@beattiengiare
@margarethollin1
@leftboomer
@animaeok

Top Tweeters in G10:
@b__ms__
@aimingforadream
@cyreskenneth
@kneferhetep
@ta_morris
@extrawitty
@oddlytranquil
@_prophetcb
@thoushaltnotgaf
@tyydaddy