midwife OR midwifery, Twitter, 12/23/2019 3:08:24 AM, 219387


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midwife OR midwifery_2019-12-22_17-50-56.xlsx
midwife OR midwifery_2019-12-22_17-50-56.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 23, 2019
Short Description:
midwife OR midwifery via NodeXL http://bit.ly/2sRdFl8
@browneyed_babee
@ajplus
@case_serasera
@historycompany
@callthemidwife1
@wemidwives
@sheena_byrom
@midwife_monabuk
@midwifemegz
@gillmoncrieff

Top hashtags:
#theeternalknotseries
#timetravels
#midwife
#teamcno

Description:
Description
The graph represents a network of 5,391 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, 23 December 2019 at 01:52 UTC.

The requested start date was Monday, 23 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, 6-hour, 5-minute period from Saturday, 21 December 2019 at 13:25 UTC to Sunday, 22 December 2019 at 19:30 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 : 5391
Unique Edges : 5706
Edges With Duplicates : 448
Total Edges : 6154
Number of Edge Types : 4
MentionsInRetweet : 4677
Replies to : 354
Tweet : 475
Mentions : 648
Self-Loops : 475
Reciprocated Vertex Pair Ratio : 0.0168518518518519
Reciprocated Edge Ratio : 0.0331451466035331
Connected Components : 512
Single-Vertex Connected Components : 229
Maximum Vertices in a Connected Component : 3203
Maximum Edges in a Connected Component : 3239
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 2.257038
Graph Density : 0.000188970210434556
Modularity : 0.643091
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 5,391 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, 23 December 2019 at 01:52 UTC.

The requested start date was Monday, 23 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, 6-hour, 5-minute period from Saturday, 21 December 2019 at 13:25 UTC to Sunday, 22 December 2019 at 19:30 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:
[13] https://www.scotsman.com/news/environment/creator-of-call-the-midwife-outer-hebrides-is-the-most-beautiful-place-i-ve-ever-been-1-5065838
[7] https://news.stlpublicradio.org/post/mercy-drops-planned-midwifery-services-after-dispute-ferguson-birth-clinic#stream/0
[6] https://www.who.int/campaigns/year-of-the-nurse-and-the-midwife-2020
[6] https://twitter.com/browneyed_babee/status/1207765393663840257
[5] https://www.newyorker.com/news/dispatch/a-midwife-in-the-north-country
[5] https://www.heraldscotland.com/arts_ents/18115892.call-midwife-christmas-special-hebridean-adventure-lewis-harris/
[5] https://www.amazon.com/Julie-Watson/e/B00TTCCY4A/ref=dp_byline_cont_ebooks_1
[4] http://www.nhs.uk/fluvaccine
[4] https://www.stltoday.com/news/local/metro/mercy-ends-plan-for-midwifery-services-in-ferguson-after-dispute/article_d44ec8ab-4179-511d-a9fa-cc326bf7ad1f.html
[4] https://historycompany.co.uk/2019/12/20/call-the-midwife-christmas-special/

Top URLs in Tweet in G1:
[1] https://www.who.int/workforcealliance/media/news/2013/midwifecochrane/en/
[1] https://twitter.com/bbylavv/status/1207419717465640966
[1] https://twitter.com/BrownEyed_Babee/status/1207765393663840257

Top URLs in Tweet in G2:
[4] https://twitter.com/browneyed_babee/status/1207765393663840257
[3] https://jakeowensby.com/2019/12/20/discovering-jesus-midwife/
[3] https://news-and-spoilers.com/2019/12/call-the-midwife-season-9-helen-george-details-filming-at-haunted-castle-i-saw-a-ghost/
[3] https://www.newyorker.com/news/dispatch/a-midwife-in-the-north-country
[2] https://twitter.com/nicunursey_/status/1208194992721858562
[2] https://news.stlpublicradio.org/post/mercy-drops-planned-midwifery-services-after-dispute-ferguson-birth-clinic#stream/0
[2] https://www.myjobnigeria.com/nurse-midwife-vacancy-at-st-kizito-clinic.html
[2] http://SHEis.com
[2] https://www.stltoday.com/news/local/metro/mercy-ends-plan-for-midwifery-services-in-ferguson-after-dispute/article_d44ec8ab-4179-511d-a9fa-cc326bf7ad1f.html
[2] http://www.nhs.uk/fluvaccine

Top URLs in Tweet in G4:
[4] https://www.youtube.com/watch?v=UtfMVlzNs9c&list=PL6IQwMACXkj05SwPuBFP4-XGafb90536R&index=3

[1] https://www.england.nhs.uk/nursingmidwifery/delivering-the-nhs-ltp/atlas-of-shared-learning/
[1] https://twitter.com/MSHelpline/status/1208331787547684864
[1] https://twitter.com/DrBevMalone/status/1208764498619830272
[1] https://www.gov.uk/government/news/nursing-students-to-receive-5-000-payment-a-year
[1] https://twitter.com/Shelly_RM/status/1207207883986919424
[1] https://m.youtube.com/watch?v=Fe3FKgMZU10

[1] https://twitter.com/liznewnham/status/1011522465431015425
[1] https://twitter.com/sheena_byrom/status/1208167424094285831
[1] https://www.nihr.ac.uk/documents/the-nihr-nursing-and-midwifery-incubator/22559

Top URLs in Tweet in G5:
[5] https://www.heraldscotland.com/arts_ents/18115892.call-midwife-christmas-special-hebridean-adventure-lewis-harris/
[4] https://historycompany.co.uk/2019/12/20/call-the-midwife-christmas-special/
[2] https://www.entertainment-focus.com/tv-section/tv-news/preview-the-2019-call-the-midwife-christmas-special-airing-on-christmas-day/?utm_campaign=twitter&utm_medium=twitter&utm_source=twitter
[1] http://ow.ly/DAKP50xECwH
[1] https://www.goodhousekeeping.com/uk/lifestyle/a29758179/call-the-midwife-stephen-mcgann-charlotte-ritchie/
[1] https://www.thescottishsun.co.uk/fabulous/4186923/scots-midwife-leah-hazard-book-hard-pushed-nhs/
[1] http://youtu.be/BGP2oHm_A7o
[1] https://twitter.com/BradtGuides/status/1207652735430090753

Top URLs in Tweet in G6:
[1] https://twitter.com/brjcan/status/1208390426283130880
[1] https://twitter.com/b_4vb/status/1208479328817831936
[1] https://www.ncbi.nlm.nih.gov/m/pubmed/28502203/
[1] https://apps.apple.com/sa/app/mers-information-resources/id1406125972
[1] https://t.me/ic_moh

Top URLs in Tweet in G9:
[1] https://twitter.com/thelovelymaeve/status/1208354369852362752
[1] https://twitter.com/_lisajc/status/1208537587540992000
[1] http://www.nmh.ie/_fileupload/Labour%20Hopscotch%20Report.pdf
[1] https://twitter.com/tmccreery33/status/1208188751077359619
[1] https://twitter.com/IrishMenopause/status/1208693773770928129
[1] https://www.magonlinelibrary.com/doi/abs/10.12968/bjom.2019.27.12.768?cookieSet=1
[1] https://www.newsroom.co.nz/2019/12/19/955389/emma-espiner-time-to-push-for-midwife-recognition
[1] https://www.newsroom.co.nz/2019/12/19/955389/emma-espiner-time-to-push-for-midwife-recognition#

Top URLs in Tweet in G10:
[1] https://threadreaderapp.com/thread/1208055372923244544.html

Top Domains
Top Domains in Tweet in Entire Graph:
[66] twitter.com
[25] co.uk
[14] scotsman.com
[13] youtube.com
[11] who.int
[11] stlpublicradio.org
[10] nhs.uk
[10] amazon.com
[7] stltoday.com
[6] edenprivatestaff.com

Top Domains in Tweet in G1:
[2] twitter.com
[1] who.int

Top Domains in Tweet in G2:
[22] twitter.com
[17] co.uk
[6] edenprivatestaff.com
[4] goodreads.com
[4] facebook.com
[4] instagram.com
[3] jakeowensby.com
[3] youtube.com
[3] stlpublicradio.org
[3] stltoday.com

Top Domains in Tweet in G4:
[7] twitter.com
[5] youtube.com
[1] nhs.uk
[1] gov.uk
[1] ac.uk
[1] all4maternity.com
[1] newsecuritybeat.org

Top Domains in Tweet in G5:
[5] heraldscotland.com
[5] co.uk
[2] entertainment-focus.com
[1] ow.ly
[1] goodhousekeeping.com
[1] youtu.be
[1] twitter.com

Top Domains in Tweet in G6:
[2] twitter.com
[1] nih.gov
[1] apple.com
[1] t.me

Top Domains in Tweet in G9:
[4] twitter.com
[2] co.nz
[1] nmh.ie
[1] magonlinelibrary.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[38] theeternalknotseries
[38] timetravels
[37] midwife
[29] teamcno
[21] christmas
[21] callthemidwife
[20] midwifery
[15] nurses
[14] gift
[14] books



Top Hashtags in Tweet in G2:
[15] midwife
[9] callthemidwife
[7] maternity
[6] maternitynurse
[6] baby
[6] babynanny
[6] gynaecologist
[5] midwifery
[5] obstetrics
[5] babynurse

Top Hashtags in Tweet in G4:
[28] teamcno
[8] midwives
[7] christmas
[7] nurses
[5] ournursemidwife2020
[2] courage
[2] inspiration
[2] joyfuljanuary
[2] jessopwingmaternity
[1] nightingale2020

Top Hashtags in Tweet in G5:
[9] callthemidwife
[1] midwifepbs
[1] christmasspecial
[1] christmasday

Top Hashtags in Tweet in G6:
[8] السرطان
[4] القابلة_السعودية
[3] صباح_الخير
[2] midwives
[2] خواطر_قابلة
[2] الإعلام
[2] إعلام
[2] الوظيفة
[2] متى_ينحب_الشخص
[2] حائل

Top Hashtags in Tweet in G9:
[5] elf
[5] labourhopscotch
[3] nurse
[3] midwife
[2] icms
[1] midwiferyled
[1] slghmaternity
[1] slghmat

Top Words
Top Words in Tweet in Entire Graph:
[4493] Words in Sentiment List#1: Positive
[4317] Words in Sentiment List#2: Negative
[3] Words in Sentiment List#3: Angry/Violent
[112730] Non-categorized Words
[121540] Total Words
[4171] midwife
[3157] care
[3144] center
[3132] team
[3126] browneyed_babee

Top Words in Tweet in G1:
[3120] browneyed_babee
[3111] midwife
[3102] center
[3102] beds
[3101] plan
[3100] main
[3100] method
[3100] pain
[3100] reliever
[3100] better

Top Words in Tweet in G2:
[189] midwife
[59] call
[28] midwifery
[27] christmas
[25] birth
[21] baby
[19] nurse
[19] special
[16] time
[16] help

Top Words in Tweet in G3:
[450] india
[225] turns
[225] brutal
[225] fascist
[225] dictatorship
[225] institutions
[225] supposed
[225] protect
[224] tjoseph0010
[224] co

Top Words in Tweet in G4:
[63] midwifery
[43] nursing
[39] midwife
[36] 2020
[28] #teamcno
[28] students
[25] funding
[24] teamcno_
[24] additional
[23] heard

Top Words in Tweet in G5:
[125] christmas
[122] midwife
[121] call
[118] special
[102] callthemidwife1
[99] beauty
[99] hebridean
[94] behind
[94] scenes
[94] exclusive

Top Words in Tweet in G6:
[37] على
[32] من
[24] في
[22] لا
[20] ل
[20] ما
[18] الله
[18] م
[15] ي
[14] و

Top Words in Tweet in G7:
[86] midwife
[85] one
[85] nearly
[85] million
[85] rohingya
[85] muslims
[85] live
[85] world's
[85] largest
[85] refugee

Top Words in Tweet in G8:
[82] bbcpolitics
[81] midwife
[76] witnessing
[75] birth
[75] fucking
[74] blunted_james
[5] bbc
[2] yeah
[2] makes
[2] sense

Top Words in Tweet in G9:
[16] midwife
[9] midwifery
[8] student
[7] well
[7] year
[6] work
[6] very
[6] busy
[6] week
[6] squeeze

Top Words in Tweet in G10:
[48] midwife
[47] urbanedoc4kids
[41] birth
[35] talking
[35] section
[35] center
[34] outside
[34] saw
[33] performing
[33] vbacs

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3106] midwife,center
[3106] care,team
[3103] main,method
[3103] method,pain
[3103] pain,reliever
[3103] reliever,midwife
[3103] center,better
[3103] better,beds
[3103] beds,less
[3103] less,machines

Top Word Pairs in Tweet in G1:
[3100] main,method
[3100] method,pain
[3100] pain,reliever
[3100] reliever,midwife
[3100] midwife,center
[3100] center,better
[3100] better,beds
[3100] beds,less
[3100] less,machines
[3100] machines,plan

Top Word Pairs in Tweet in G2:
[56] call,midwife
[12] midwife,christmas
[10] christmas,special
[9] nurse,midwife
[7] watching,call
[6] midwife,holiday
[6] holiday,special
[6] helen,george
[6] #maternity,#maternitynurse
[5] tv,features

Top Word Pairs in Tweet in G3:
[225] india,turns
[225] turns,brutal
[225] brutal,fascist
[225] fascist,dictatorship
[225] dictatorship,india
[225] india,institutions
[225] institutions,supposed
[225] supposed,protect
[224] tjoseph0010,india
[224] protect,co

Top Word Pairs in Tweet in G4:
[38] nursing,midwifery
[26] midwifery,students
[23] #teamcno,heard
[23] heard,news
[23] news,nursing
[23] students,receive
[23] receive,minimum
[23] minimum,5000
[23] 5000,additional
[23] additional,funding

Top Word Pairs in Tweet in G5:
[120] call,midwife
[114] christmas,special
[101] midwife,christmas
[94] special,behind
[94] behind,scenes
[94] scenes,exclusive
[94] exclusive,turners
[94] turners,discuss
[94] discuss,beauty
[94] beauty,hebridean

Top Word Pairs in Tweet in G6:
[8] سنابنا,efhmbrjk
[7] محم,د
[6] ksau_hs,_uoh
[6] _uoh,_ksu
[6] _ksu,kauweb
[6] kauweb,_pnu_ksa
[6] _pnu_ksa,uqu_edu
[6] uqu_edu,kkueduksa
[6] kkueduksa,jazanuniversity
[6] وعلى,آل

Top Word Pairs in Tweet in G7:
[85] midwife,one
[85] one,nearly
[85] nearly,million
[85] million,rohingya
[85] rohingya,muslims
[85] muslims,live
[85] live,world's
[85] world's,largest
[85] largest,refugee
[85] refugee,camp

Top Word Pairs in Tweet in G8:
[76] bbcpolitics,witnessing
[75] witnessing,birth
[75] birth,fucking
[75] fucking,midwife
[74] blunted_james,bbcpolitics
[4] bbcpolitics,bbc
[2] bbc,midwife
[2] midwife,yeah
[2] yeah,makes
[2] makes,sense

Top Word Pairs in Tweet in G9:
[6] very,busy
[6] busy,week
[6] week,squeeze
[6] squeeze,well
[6] well,deserved
[6] deserved,celebration
[6] celebration,breakfast
[6] breakfast,midwife
[6] midwife,year
[5] wee,#elf

Top Word Pairs in Tweet in G10:
[34] saw,midwife
[34] midwife,talking
[33] talking,performing
[33] performing,vbacs
[33] vbacs,vaginal
[33] vaginal,birth
[33] birth,section
[33] urbanedoc4kids,saw
[32] section,birthing
[32] birthing,center

Top Replied-To
Top Replied-To in Entire Graph:
@midwifery_dr
@midwife_monabuk
@browneyed_babee
@bbcpolitics
@urbanedoc4kids
@midwife_kaasan
@brjcan
@mamaadana
@yeknafar113
@stephenmcgann

Top Replied-To in G1:
@browneyed_babee
@smooth_spidey13

Top Replied-To in G4:
@yanarichens
@lizhospice
@nhssafeguarding
@sheena_byrom
@gayleth33989459
@cnoengland
@suluhusamia
@naomiodonovan
@tpm_journal
@carolinenewson

Top Replied-To in G5:
@stephenmcgann
@nicolasturgeon
@im_man_magic

Top Replied-To in G6:
@midwife_monabuk
@brjcan
@alqasem111
@rn_rayed
@magnetic444
@salmanalmuaily
@dr_nadia01
@isoulfeeling
@b_4vb
@maryam_yomy

Top Replied-To in G8:
@bbcpolitics

Top Replied-To in G9:
@conefreypharmac

Top Replied-To in G10:
@urbanedoc4kids
@drfixus
@sarahcorinne8
@moonchild_doula
@deesknits_
@brookies
@traependergrast
@caseyjacketta
@grkatz123

Top Mentioned
Top Mentioned in Entire Graph:
@browneyed_babee
@tjoseph0010
@callthemidwife1
@ajplus
@bbcpolitics
@blunted_james
@urbanedoc4kids
@sleguil
@author_sherrieb
@teamcno_

Top Mentioned in G1:
@browneyed_babee
@smooth_spidey13

Top Mentioned in G2:
@jakeowensby
@metromidwifery

Top Mentioned in G3:
@tjoseph0010

Top Mentioned in G4:
@teamcno_
@world_midwives
@sheena_byrom
@dunkleybent
@tsm_journal
@randallcath
@lizzyejrat
@joannejjh
@smithpennynhsei
@anneliese_ht

Top Mentioned in G5:
@callthemidwife1
@heraldscotland
@historycompany
@neildrysdale
@acnmmidwives
@bbcone
@pbs
@missfnp
@frontiernursing
@dohertyta

Top Mentioned in G6:
@ksau_hs
@_uoh
@_ksu
@kauweb
@_pnu_ksa
@uqu_edu
@kkueduksa
@jazanuniversity
@asirtourism
@ksasociety

Top Mentioned in G7:
@ajplus
@browneyed_babee

Top Mentioned in G8:
@bbcpolitics
@blunted_james
@simoncosgrove
@lotx
@simonmaginn

Top Mentioned in G9:
@_thenmh
@happymadwifemum
@alisongandola
@emmawehipeihana
@thelovelymaeve
@bumidsoc
@shsbangor
@tmccreery33
@tinasouth3
@clarekennedyamp

Top Mentioned in G10:
@urbanedoc4kids
@reprohealthdoc
@drfixus
@kaylerkempf
@threadreaderapp
@grkatz123

Top Tweeters
Top Tweeters in Entire Graph:
@subwayjp
@virginmedia
@nitoriofficial
@paul_cude
@jal_official_jp
@followbacksen
@w_angels_wings
@ecointernetdrgb
@ana_travel_info
@chantelldawnsny

Top Tweeters in G1:
@elknight20
@jchrispyyyy
@bitchpuddingo_o
@kemaaayyyy
@mettaworldtrap
@__mochaaa
@kvngkuti_
@kauch_master
@silenttfly
@yalpacaa

Top Tweeters in G2:
@followbacksen
@ecointernetdrgb
@toefl_120
@digitalspybrk
@thestlscoop
@julietkego
@simplenewsuk
@eyelyftbitches
@jnewsombot
@oregonian

Top Tweeters in G3:
@nikhil_p_b
@smita093
@drlindashelton
@m2l2t5
@poppympf6666
@skjain_05
@badshaass
@impressionsas
@kashif_jawaid86
@ranjona

Top Tweeters in G4:
@roylilley
@jennythem
@sheena_byrom
@kennygibsonnhs
@nursingdean
@wemidwives
@sally5881
@nhsengland
@andrew007uk
@humanisingbirth

Top Tweeters in G5:
@chantelldawnsny
@theenglishrosex
@dementedbonxie
@ferguson2811
@teajunkie1
@coops_tv
@heraldscotland
@loretta_snape
@zachvat
@thesismum

Top Tweeters in G6:
@amaniaaj
@nahedalahmad
@helenclarknz
@mozaini_ibrahim
@alqasem111
@mohammedalenaz1
@abuelbanaat
@kauweb
@raed_arn
@_ksu

Top Tweeters in G7:
@xeauxeau
@tt85207533
@junkiecentric
@_cristianjm
@schleiderjustin
@blossoming_nova
@shecameundone
@vllianz
@kxlliente
@case_serasera

Top Tweeters in G8:
@curiocat13
@jorichardskent
@heather_c_c
@blk_bk
@scarbro8
@peterdilworth1
@cornish_damo
@ahddrv
@soundabuse
@megbenitez

Top Tweeters in G9:
@tweetinggoddess
@wenurses
@conefreypharmac
@womensinspireie
@thelovelymaeve
@warnetony
@maiadunphy
@nwci
@emmawehipeihana
@flowepower66

Top Tweeters in G10:
@threadreaderapp
@omfgkarlee
@uriebay
@_naxxy
@mayra0824
@reeprn
@finlandsfinest7
@urbanedoc4kids
@rebeccasaysfu
@traependergrast


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