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midwife OR midwifery_2019-08-25_09-35-45.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
August 26, 2019
Short Description:
midwife OR midwifery via NodeXL http://bit.ly/2Zdfgky
@sagefemmesb
@midwivesrcm
@healthcareersuk
@nmcnews
@fleeto91
@midwife_monabuk
@roinnslainte
@midwivesireland
@dunkleybent
@midwife_claire

Top hashtags:
#midwifery
#midwife
#anp
#dyk
#theeternalknotseries

Description:
Description
The graph represents a network of 5,477 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, 25 August 2019 at 16:37 UTC.

The requested start date was Sunday, 25 August 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 3-day, 3-hour, 46-minute period from Wednesday, 21 August 2019 at 20:14 UTC to Sunday, 25 August 2019 at 00:00 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 : 5477
Unique Edges : 6777
Edges With Duplicates : 2574
Total Edges : 9351
Number of Edge Types : 3
Tweet : 1050
Replies to : 944
Mentions : 7357
Self-Loops : 1050
Reciprocated Vertex Pair Ratio : 0.06003457488606
Reciprocated Edge Ratio : 0.113269088213491
Connected Components : 1064
Single-Vertex Connected Components : 469
Maximum Vertices in a Connected Component : 1635
Maximum Edges in a Connected Component : 4980
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.776403
Graph Density : 0.000224892914962938
Modularity : 0.678011
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[15] https://inews.co.uk/news/long-reads/edna-adan-ismail-somaliland-first-midwife-fgm-traumatic-childhood-experience/
[9] https://twitter.com/debdavis100/status/1164631974406950912
[9] https://twitter.com/Pauline_Toole/status/1165017374338232326
[9] https://www.forbes.com/sites/lucysherriff/2019/08/22/the-app-thats-like-a-virtual-midwife-for-pregnant-woman/#5e28e0ce5e0f
[9] https://www.evidentlycochrane.net/midwife-led-continuity-of-care/
[9] https://nursingnotes.co.uk/who-declares-2020-as-the-year-of-the-nurse-and-midwife/
[7] https://www.pulse.com.gh/news/midwife-transports-birthing-mother-in-tricycle-due-to-lack-of-ambulance/jm1ehjl?utm_medium=social&utm_campaign=pulse-ghana&utm_source=Twitter#Echobox=1566652063
[7] https://twitter.com/nmbband/status/1164656350032551936
[6] https://oklahoman.com/article/5639402/troubled-arkansas-midwife-practicing-in-oklahoma
[6] https://www.irishexaminer.com/breakingnews/ireland/80-graduates-without-hse-offer-despite-100-vacancies-945452.html#.XV6DVB9Tads.twitter

Top URLs in Tweet in G2:
[5] https://www.healio.com/endocrinology/thyroid/news/online/%7B59d1641c-f392-4adb-98ae-03bde28f3783%7D/mild-maternal-thyroid-dysfunction-increases-preterm-birth-risk
[3] https://twitter.com/facemums/status/1164114805357199361
[3] https://www.congress.gov/bill/116th-congress/house-bill/3849/text
[3] https://www.eventbrite.co.uk/e/wales-south-west-maternity-midwifery-festival-2019-tickets-53342917101
[3] https://www.evidentlycochrane.net/midwife-led-continuity-of-care/
[2] https://www.mybirthmychoice.co.uk/
[2] https://twitter.com/midwife_claire/status/1164077629290549248
[2] https://twitter.com/midwife_claire/status/1164426193984245760
[2] https://twitter.com/c_bartle/status/1165132435782193152
[2] https://twitter.com/teamcno_/status/1164202970558472192

Top URLs in Tweet in G3:
[5] https://www.forbes.com/sites/lucysherriff/2019/08/22/the-app-thats-like-a-virtual-midwife-for-pregnant-woman/
[5] https://crudemusik.com/music/beamz-midwife-prod-by-starrzbeatz/
[4] https://twitter.com/briannashrum/status/1164354988136685569
[3] https://twitter.com/netflixuk/status/1164195904058003458
[3] https://www.pajobsite.com/registration.cfm
[3] https://www.happymummy.co.uk/midwife-book/
[3] http://www.twittascope.com/?sign=4
[3] https://gobnewsonline.com/2019/08/24/midwife-transports-birthing-mother-in-tricycle-due-to-lack-of-ambulance-photos/
[3] https://thehousethatneverslumbers.com/why-i-had-the-rest-of-my-kids-with-a-midwife-part-1/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[3] https://visitor.r20.constantcontact.com/d.jsp?llr=4xaf757ab&p=oi&m=1130612556543&sit=8nxtzznmb&f=596c0396-5e20-4292-bd0a-e2f2d8d7ab20

Top URLs in Tweet in G5:
[8] https://twitter.com/Pauline_Toole/status/1165017374338232326
[1] https://twitter.com/Political_AlanS/status/1164840446675365889
[1] https://www.nmc.org.uk/shapingthefuture
[1] https://twitter.com/AlbasArachnid/status/1164915154884222976
[1] https://twitter.com/PeterNicoll7/status/1164546774066855941
[1] https://www.healthcareers.nhs.uk/explore-roles/midwifery/roles-midwifery/midwife/real-life-story-olivia-shelton?utm_source=Twitter&utm_medium=social&utm_campaign=SocialSignIn&utm_content=Health+Careers

Top URLs in Tweet in G6:
[7] https://twitter.com/debdavis100/status/1164631974406950912
[3] https://instagram.com/p/B03xHrYloHC/
[2] https://www.instagram.com/p/B0cUm1cgscZ/?igshid=ydcrx5zupz59
[2] https://twitter.com/midwife_monabuk/status/1162477912899108865
[2] https://twitter.com/thehukumdar/status/1165152037019037696
[2] https://twitter.com/musha_riy/status/1116554862873858048
[2] https://twitter.com/NurseJustinRN/status/1165265797251522560
[2] http://www.mediafire.com/file/4ha5rj4w27846d4/Emergency%252BCritical-Care-pocket-guide-8E-2014/file
[2] http://www.mediafire.com/file/kn2s7nvvlnm5dzx/Critical-Care-Notes-clinical-pocket-guide2009/file
[2] http://www.mediafire.com/file/py1ffa9po9pnkd0/Critical-Care-Nursing-madeIncredibly-Easy-3E-2012.pdf/file

Top URLs in Tweet in G7:
[2] https://www.who.int/gho/en/
[1] https://drhanskluge.com/
[1] https://twitter.com/nmbband/status/1164656350032551936
[1] https://nipec.hscni.net/fnfm-roadshows/
[1] https://www.fons.org/programmes/inspire-improvement
[1] https://www.fons.org/learning-zone/culture-change-resources/valuesandbeliefs
[1] https://twitter.com/katheri67924377/status/1164247789892751372
[1] https://nhshorizons.passle.net/post/102fltw/trust-purpose-power-and-a-paradox-reflections-on-module-3-of-the-school-for-c

Top URLs in Tweet in G8:
[1] https://www.ncbi.nlm.nih.gov/m/pubmed/27364419/
[1] http://www.midwife.org/acnm/files/ccLibraryFiles/Filename/000000005329/Shifting-the-Frame-June-2015.pdf
[1] https://health.gov.ie/blog/press-release/new-policy-on-advanced-nursing-and-midwifery-practice-launched-by-minister-for-health-simon-harris-advanced-practitioner-roles-proven-to-deliver-significant-patient-benefits-plan-to-increase-numb/
[1] https://www.surveymonkey.com/r/Register_IADNAM_Conference_2019

Top URLs in Tweet in G9:
[6] https://www.irishexaminer.com/breakingnews/ireland/80-graduates-without-hse-offer-despite-100-vacancies-945452.html#.XV6DVB9Tads.twitter
[1] https://www.irishexaminer.com/breakingnews/ireland/80-graduates-without-hse-offer-despite-100-vacancies-945452.html#.XV6E4Jl3oY4.twitter

Top URLs in Tweet in G10:
[1] https://twitter.com/fleabagggg/status/1164318886667464704

Top Domains
Top Domains in Tweet in Entire Graph:
[200] twitter.com
[64] co.uk
[30] instagram.com
[18] org.uk
[17] forbes.com
[14] com.au
[14] amazon.com
[12] youtube.com
[11] mediafire.com
[10] nhs.uk

Top Domains in Tweet in G2:
[55] twitter.com
[7] co.uk
[7] org.uk
[5] healio.com
[3] all4maternity.com
[3] nhs.uk
[3] congress.gov
[3] evidentlycochrane.net
[2] yahoo.com
[2] amazon.ca

Top Domains in Tweet in G3:
[43] twitter.com
[19] instagram.com
[16] co.uk
[10] thehousethatneverslumbers.com
[8] forbes.com
[6] facebook.com
[6] com.au
[5] linkedin.com
[5] crudemusik.com
[4] pinterest.com

Top Domains in Tweet in G5:
[11] twitter.com
[1] org.uk
[1] nhs.uk

Top Domains in Tweet in G6:
[22] twitter.com
[11] mediafire.com
[8] instagram.com
[5] google.com
[2] nurseslabs.com
[2] gov.sa
[2] globalepisteme.org
[1] healio.com
[1] nhs.uk
[1] org.uk

Top Domains in Tweet in G7:
[2] twitter.com
[2] fons.org
[2] who.int
[1] drhanskluge.com
[1] hscni.net
[1] passle.net

Top Domains in Tweet in G8:
[1] nih.gov
[1] midwife.org
[1] gov.ie
[1] surveymonkey.com

Top Domains in Tweet in G9:
[7] irishexaminer.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[133] midwifery
[122] midwife
[84] anp
[53] dyk
[51] theeternalknotseries
[51] timetravels
[50] nnf2019
[41] africa
[40] life
[35] nursing



Top Hashtags in Tweet in G2:
[27] gmmaternitytogether
[16] midwifery
[15] midwife
[14] continuityofcarer
[14] midwivesactive
[13] midwives
[11] nhssafeguarding
[7] weactivechallenge
[7] betterbirths
[7] india

Top Hashtags in Tweet in G3:
[33] midwife
[26] midwifery
[9] nursing
[7] doula
[7] love
[5] childbirth
[5] naturalbirth
[5] family
[5] instagood
[5] picoftheday

Top Hashtags in Tweet in G5:
[4] midwife
[2] a
[1] itstime
[1] toriesout
[1] futurenmc
[1] unacceptable
[1] midwifery
[1] clearing
[1] proud
[1] livelovemidwifery

Top Hashtags in Tweet in G6:
[8] القابلة_السعودية
[4] أنا_قابلة
[3] nursing_intern
[3] midwife
[3] مرض_الفشل_الكلوي
[3] midwifery
[3] nursingsummit2019
[2] كتاب_الشهر
[2] ماذا_تقرأ
[2] جمعية_رعاية_الطفولة

Top Hashtags in Tweet in G7:
[15] nifnfm
[11] inspireimprovement
[7] nursing
[7] midwifery
[4] uhc
[4] sdgs
[4] happeningnow
[3] qihour
[3] s4ca
[2] dyk

Top Hashtags in Tweet in G8:
[78] anp
[1] waitinglists

Top Hashtags in Tweet in G9:
[1] recruitment
[1] nurses
[1] midwives
[1] saferstaffing
[1] medicalcardscandal
[1] anp
[1] recruitmidwivesnow

Top Hashtags in Tweet in G10:
[2] اسپرسو
[1] رسول_ادهمی
[1] نوشته_های_تنهایی

Top Words
Top Words in Tweet in Entire Graph:
[3666] Words in Sentiment List#1: Positive
[1834] Words in Sentiment List#2: Negative
[15] Words in Sentiment List#3: Angry/Violent
[113999] Non-categorized Words
[119499] Total Words
[2447] midwife
[771] midwifery
[621] see
[605] business
[599] hospital

Top Words in Tweet in G1:
[534] see
[534] pretending
[534] midwife
[534] hospital
[534] mind
[534] business
[533] renaisssancian

Top Words in Tweet in G2:
[207] dunkleybent
[194] midwifery
[128] yanarichens
[116] midwife_claire
[106] midwife
[86] birth
[85] facemums
[73] rosemcc_ukmdwf
[65] beetrooter
[53] great

Top Words in Tweet in G3:
[385] midwife
[96] midwifery
[68] call
[46] t
[45] s
[41] m
[39] baby
[36] nurse
[33] nursing
[33] new

Top Words in Tweet in G4:
[295] lightning
[294] nikola
[294] tesla
[294] born
[294] during
[294] fierce
[294] storm
[294] according
[294] family
[294] legend

Top Words in Tweet in G5:
[106] midwife
[101] person
[94] pauline_toole
[92] seems
[92] lax
[91] jane
[91] disgraceful
[90] something
[90] under
[89] flown

Top Words in Tweet in G6:
[171] في
[150] من
[92] midwife_monabuk
[63] الله
[49] على
[37] أن
[36] ان
[36] ما
[34] و
[34] لا

Top Words in Tweet in G7:
[67] midwife
[60] nurse
[38] nursing
[37] year
[36] 2020
[33] s
[31] opportunity
[30] share
[30] state
[30] world

Top Words in Tweet in G8:
[93] nurse
[78] plan
[78] increase
[78] number
[78] advanced
[78] practitioners
[78] 420
[78] 750
[78] seen
[78] piloted

Top Words in Tweet in G9:
[82] 80
[82] 100
[82] vacancies
[77] ulhospitals
[76] please
[76] explain
[76] colettecowan1
[76] really
[76] struggling
[76] find

Top Words in Tweet in G10:
[95] midwifery_dr
[38] از
[35] و
[26] که
[21] به
[17] می
[16] تو
[15] shadi_azr
[14] رو
[13] ها

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[535] midwife,hospital
[534] see,pretending
[534] pretending,midwife
[534] hospital,mind
[534] mind,business
[533] renaisssancian,see
[294] nikola,tesla
[294] tesla,born
[294] born,during
[294] during,fierce

Top Word Pairs in Tweet in G1:
[534] see,pretending
[534] pretending,midwife
[534] midwife,hospital
[534] hospital,mind
[534] mind,business
[533] renaisssancian,see

Top Word Pairs in Tweet in G2:
[88] dunkleybent,yanarichens
[46] yanarichens,rosemcc_ukmdwf
[42] facemums,dunkleybent
[31] rosemcc_ukmdwf,lchoucri
[31] ingleside,birth
[30] rosemcc_ukmdwf,beetrooter
[28] midwife_claire,facemums
[27] lchoucri,beetrooter
[25] chief,midwifery
[25] midwifery,officer

Top Word Pairs in Tweet in G3:
[62] call,midwife
[33] nurse,midwife
[22] nursing,midwifery
[12] don,t
[12] certified,nurse
[9] still,deliver
[9] deliver,midwife
[9] become,midwife
[8] pregnant,woman
[8] virtual,midwife

Top Word Pairs in Tweet in G4:
[294] nikola,tesla
[294] tesla,born
[294] born,during
[294] during,fierce
[294] fierce,lightning
[294] lightning,storm
[294] storm,according
[294] according,family
[294] family,legend
[294] legend,midway

Top Word Pairs in Tweet in G5:
[91] jane,lax
[89] something,seems
[89] seems,flown
[89] flown,under
[89] under,radar
[89] radar,person
[89] person,jane
[89] lax,having
[89] having,disgraceful
[88] pauline_toole,something

Top Word Pairs in Tweet in G6:
[13] لنا,في
[11] وبارك,لنا
[9] جد,ا
[9] nursing,diagnosis
[9] anybody,fancy
[9] fancy,coming
[9] coming,western
[9] western,isles
[9] isles,cover
[9] cover,job

Top Word Pairs in Tweet in G7:
[44] nurse,midwife
[33] year,nurse
[30] opportunity,share
[30] share,state
[30] state,world
[30] world,s
[30] s,nursing
[30] nursing,2020report
[30] 2020report,engagements
[30] engagements,2020

Top Word Pairs in Tweet in G8:
[78] plan,increase
[78] increase,number
[78] number,advanced
[78] advanced,nurse
[78] nurse,practitioners
[78] practitioners,420
[78] 420,750
[78] 750,seen
[78] seen,piloted
[78] piloted,hospitals

Top Word Pairs in Tweet in G9:
[82] 100,vacancies
[76] please,explain
[76] explain,colettecowan1
[76] colettecowan1,really
[76] really,struggling
[76] struggling,find
[76] find,rational
[76] rational,explanation
[76] explanation,ulhospitals
[76] ulhospitals,100

Top Word Pairs in Tweet in G10:
[7] midwifery_dr,shadi_azr
[5] از,شما
[4] می,کند
[4] آرزوی,سلامتی
[4] از,این
[4] midwifery_dr,خدا
[3] از,دنیا
[3] هر,بار
[3] می,شود
[3] سلامتی,برای

Top Replied-To
Top Replied-To in Entire Graph:
@midwifery_dr
@midwife_monabuk
@briannashrum
@midwife_claire
@millihill
@yanarichens
@radical_midwife
@georginasparrow
@obiuckan
@abanrooz

Top Replied-To in G2:
@midwife_claire
@yanarichens
@millihill
@facemums
@sagefemmesb
@ellamaclictor
@pathwaytara
@jacquegerrard
@jilben79
@sammypammy99

Top Replied-To in G5:
@georginasparrow
@spain_sweden
@mrjohnnicolson
@fleeto91
@buggerlepanda
@lenathehyena
@pauline_toole
@iastewartfth
@votingyes
@jaymacyes

Top Replied-To in G6:
@midwife_monabuk
@hoooms123
@fadyahb
@noraf1986
@dralmuneef
@deedo19907
@01024069596e
@mousanokhefi
@khalidyatnet
@norafaisl

Top Replied-To in G7:
@radical_midwife
@jamesrosentv
@torispelling
@crayolablonde
@jenniegarth
@sofdlovesbsb
@npaterni
@michaelamorris8
@tsoconnell
@vegas_midwife

Top Replied-To in G8:
@nursingdean
@kris_j
@iamn0tthe1

Top Replied-To in G9:
@paulreiddublin
@fintanytwalsh

Top Replied-To in G10:
@midwifery_dr
@pendar0906
@dbageriyan
@abanrooz
@obiuckan
@chamkhale
@babak5959
@yeknafar113
@bambo_ib
@daydreamerthird

Top Mentioned
Top Mentioned in Entire Graph:
@renaisssancian
@ddoniolvalcroze
@dunkleybent
@yanarichens
@midwife_claire
@pauline_toole
@roinnslainte
@ulhospitals
@colettecowan1
@walls2

Top Mentioned in G1:
@renaisssancian

Top Mentioned in G2:
@dunkleybent
@yanarichens
@midwife_claire
@rosemcc_ukmdwf
@facemums
@beetrooter
@lchoucri
@sophiesveinsson
@sagefemmesb
@jilben79

Top Mentioned in G3:
@happymummyblogs
@twohealthclinic
@alishadynan

Top Mentioned in G4:
@ddoniolvalcroze

Top Mentioned in G5:
@pauline_toole
@scotnational
@jasonp1r
@tradasro
@georginasparrow
@traquir
@iluvfilms
@potace69
@scottories
@mrjohnnicolson

Top Mentioned in G6:
@midwife_monabuk
@saudimidwifery
@noraf1986
@rawann_h9
@fa_6ima
@macdeileen
@_rahmazah
@alqasem111
@ie808
@alisonteate

Top Mentioned in G7:
@elizabeth_iro
@nipec_online
@fonscharity
@helenbevan
@horizonsnhs
@gsqia
@burdetttrust
@who
@wuthnhs
@radical_midwife

Top Mentioned in G8:
@roinnslainte
@iamn0tthe1
@perinataluk
@elizabeth_iro
@nmpddn
@chiefnurseire
@slaintecare

Top Mentioned in G9:
@ulhospitals
@colettecowan1
@walls2
@inmo_irl
@ul
@cathshan
@limerick_leader
@slyonelady
@fintanytwalsh
@laurawithwoman

Top Mentioned in G10:
@shadi_azr
@_negar0_0negar_
@midwifery_dr
@aloneinshadow_
@mtyk0r1qrcevm90
@doki_ar
@sarajafarian_
@wavyrastaa
@minaiyy5
@someonelikeuu1

Top Tweeters
Top Tweeters in Entire Graph:
@subwayjp
@morinaga_angel
@askmenfess
@jurylady5
@alhanda
@car01am
@bella623
@aprinc3ss88
@annemariayritys
@mckbirdbks

Top Tweeters in G1:
@the_artm
@dilemuztar_
@carytosh
@ansonhd
@quigitonga
@abdulsamad_
@sain_che
@hauwayoutoday
@izatirah
@jciku

Top Tweeters in G2:
@tzdiscovery
@hackneywick
@momsrising
@wenurses
@ghenhiskhan
@jennythem
@evidencerobot
@sagefemmesb
@saphnasharonobe
@conversationuk

Top Tweeters in G3:
@car01am
@prpnews
@fiveminutewords
@afropagesen
@ohmykennie
@nmitch
@__daviann
@kvaati
@nofnews_ghana
@thecareerjobs

Top Tweeters in G4:
@danielocl
@aprikoko
@mimzv
@ordinaryxtreme
@fastweetdioso
@itshazimazman
@miguelangelarte
@jjuang3
@erowatidewi
@omarsays

Top Tweeters in G5:
@roblwilson
@susan_bell1212
@hazelglasgow
@mckinlay_liz
@catwoman1979
@oordayhascame
@ticgran
@mrmalky
@jrtomlinauthor
@uncleprober

Top Tweeters in G6:
@mathatagra_
@abdulsadoun
@mbsdrjumaan5
@alqasem111
@drsamia
@ali3lsaleh
@thamershaker
@books_qt
@fadyahb
@itmren

Top Tweeters in G7:
@263chat
@roylilley
@sofdlovesbsb
@aldo_zaffalon
@julietlandau
@gbtpo
@statedept
@leighakendall
@castrocloud
@who

Top Tweeters in G8:
@hotgirlbbyb
@nursingdean
@nursingpins
@allthatjaaz
@22q11_ireland
@sydneyalive
@2kthreat
@merrionstreet
@kris_j
@ll3laarno

Top Tweeters in G9:
@johnjoechad
@angiebeeb
@killingjokez
@chezmik
@firinnemedia
@wickedfairysad
@bearyear
@wolfiewire
@anbealach
@mariebrod

Top Tweeters in G10:
@doki_ar
@_fat3m3h_
@shadi_azr
@tenne30tuxedo
@nahidkzm1
@chamkhale
@_negar0_0negar_
@redevilshadow
@emtp115
@mtyk0r1qrcevm90


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