midwife OR midwifery, Twitter, 9/19/2021 4:15:41 AM, 262370


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midwife OR midwifery_2021-09-18_20-28-24.xlsx
midwife OR midwifery_2021-09-18_20-28-24.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 19, 2021
Short Description:
midwife OR midwifery via NodeXL https://bit.ly/3CrfhAx
@stoatlyl
@midwivesrcm
@s9tmt
@kathymurphy0
@verena_salone
@crouchendtiger7
@1969human
@mailonline
@soniapoulton
@mftnhs

Top hashtags:
#justice4tigrayswomenandgirls
#tigrayan
#midwifery
#midwife

Description:
Description
The graph represents a network of 7,169 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, 19 September 2021 at 03:38 UTC.

The requested start date was Sunday, 19 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 3-day, 15-hour, 5-minute period from Tuesday, 14 September 2021 at 13:27 UTC to Saturday, 18 September 2021 at 04:32 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 : 7169
Unique Edges : 6121
Edges With Duplicates : 10233
Total Edges : 16354
Number of Edge Types : 5
Tweet : 1573
Replies to : 1418
Retweet : 4045
MentionsInRetweet : 5674
Mentions : 3644
Self-Loops : 1611
Reciprocated Vertex Pair Ratio : 0.0447629547960309
Reciprocated Edge Ratio : 0.0856901646264246
Connected Components : 1407
Single-Vertex Connected Components : 616
Maximum Vertices in a Connected Component : 2635
Maximum Edges in a Connected Component : 7034
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 7.627852
Graph Density : 0.00018440320925413
Modularity : 0.562077
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,169 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, 19 September 2021 at 03:38 UTC.

The requested start date was Sunday, 19 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 3-day, 15-hour, 5-minute period from Tuesday, 14 September 2021 at 13:27 UTC to Saturday, 18 September 2021 at 04:32 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:
[308] https://twitter.com/batten_von/status/1425481442390331395
[80] https://www.dailymail.co.uk/news/article-9989159/Male-midwife-39-caught-stash-400-indecent-images-children.html
[20] https://www.westveilpublishing.com/?p=11308
[20] https://www.youtube.com/watch?v=9N8y97jGO40&feature=youtu.be

[19] https://www.refinery29.com/en-gb/midwives-risk-alcohol-addiction
[14] https://www.instagram.com/accounts/login/
[13] https://www.nursingtimes.net/news/workforce/warning-as-nurse-and-midwife-vacancy-rate-breaks-record-in-scotland-10-09-2021/
[12] https://www.democratandchronicle.com/story/news/2021/09/16/midwife-elizabeth-catlin-admits-1-count-94-other-charges-dropped/8263430002/
[8] https://www.mirror.co.uk/news/uk-news/midwife-finally-becomes-mum-after-24982170
[7] https://www.dailymail.co.uk/news/article-9989159/amp/Male-midwife-39-caught-stash-400-indecent-images-children.html?__twitter_impression=true

Top URLs in Tweet in G1:
[68] https://www.dailymail.co.uk/news/article-9989159/Male-midwife-39-caught-stash-400-indecent-images-children.html
[7] https://www.dailymail.co.uk/news/article-9989159/amp/Male-midwife-39-caught-stash-400-indecent-images-children.html?__twitter_impression=true
[3] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7888103/
[3] https://twitter.com/StoatlyL/status/1437864541937934347
[2] https://twitter.com/SoniaPoulton/status/1437764182552743937
[2] https://www.dailymail.co.uk/news/article-9989159/Male-midwife-39-caught-stash-400-indecent-images-children.html?ito=amp_twitter_share-top
[2] http://jobs.epsom-sthelier.nhs.uk/job/UK/Surrey/Carshalton/Epsom_St_Helier_University_Hospitals_NHS_Trust/Midwifery/Midwifery-v3448230?ref=Twitter&set-locale=en-gb&_ts=1
[1] https://twitter.com/nhsDirtySecrets/status/1281150857241923584
[1] https://twitter.com/PankhurstEM/status/1438257084752072704
[1] https://twitter.com/JonBergdahl/status/1438064028065087490

Top URLs in Tweet in G2:
[8] https://www.dailymail.co.uk/news/article-9989159/Male-midwife-39-caught-stash-400-indecent-images-children.html
[4] https://www.kompas.com/
[3] https://www.mylondon.news/news/south-london-news/st-georges-hospital-midwife-who-21567639
[3] https://www.instagram.com/accounts/login/
[3] https://www.democratandchronicle.com/story/news/2021/09/16/midwife-elizabeth-catlin-admits-1-count-94-other-charges-dropped/8263430002/
[3] https://www.democratandchronicle.com/story/news/2021/09/16/midwife-elizabeth-catlin-admits-1-count-94-other-charges-dropped/8263430002/?utm_campaign=snd-autopilot
[3] http://www.twittascope.com/?sign=4
[2] http://dailym.ai/is
[2] https://dailym.ai/mol.im/a/7931931,https://www.dailymail.co.uk/
[2] https://twitter.com/CCriadoPerez/status/1437774074852388864

Top URLs in Tweet in G3:
[18] https://www.refinery29.com/en-gb/midwives-risk-alcohol-addiction
[10] https://www.instagram.com/accounts/login/
[6] https://www.maternityandmidwifery.co.uk/wales-south-west-maternity-midwifery-festival-2021/
[5] https://padlet.com/WhoseShoes/TheObsPod
[5] https://www.eventbrite.co.uk/e/free-yoga-for-beginners-class-tickets-172653720927
[4] https://www.rcmconference.org.uk/
[3] https://www.transformingmaternity.org.au/2021/09/how-does-midwifery-continuity-reduce-preterm-birth-like-this/
[3] https://www.eventbrite.co.uk/e/116993315155
[3] https://twitter.com/ChronicleLive/status/1437493806358695936
[3] https://www.seek.com.au/job/53897050?type=standout#searchRequestToken=0023cd9f-fd90-4de7-83c6-b67afc4b117c

Top URLs in Tweet in G4:
[5] https://www.eventbrite.co.uk/e/the-saolta-group-online-midwifery-festival-tickets-148901960773
[2] https://www.financialexpress.com/lifestyle/health/this-world-patient-safety-day-lets-work-together-to-empower-our-nurses-and-midwives/2332014/
[2] https://inmo.ie/tempDocs/20200924041508_INMO
[2] Pre-Budget
[2] Submission
[2] 2021.pdf
[2] http://www.breastfeedingadvocacyaustralia.org/facts-sheets
[1] https://www.jhpiego.org/feature-story/sunitas-story/
[1] https://twitter.com/UCDMidwifery/status/1438209166796013575
[1] https://www.cso.ie/en/releasesandpublications/ep/p-vsys/vitalstatisticsyearlysummary2020/

Top URLs in Tweet in G5:
[308] https://twitter.com/batten_von/status/1425481442390331395

Top URLs in Tweet in G6:
[12] https://www.nursingtimes.net/news/workforce/warning-as-nurse-and-midwife-vacancy-rate-breaks-record-in-scotland-10-09-2021/
[1] https://twitter.com/JournoStephen/status/1438461715893661697
[1] https://twitter.com/brianwebster18/status/1437503003846758401

Top URLs in Tweet in G7:
[1] https://twitter.com/camfed/status/1438129976713351172

Top URLs in Tweet in G8:
[2] https://www.dailymail.co.uk/news/article-9989159/Male-midwife-39-caught-stash-400-indecent-images-children.html?ito=social-twitter_dailymailUK

Top URLs in Tweet in G10:
[1] https://twitter.com/AlisonODoherty2/status/1438553856175132672
[1] https://mft.nhs.uk/2021/09/17/lamp-passed-on-at-year-of-the-nurse-and-midwife-closing-event/
[1] https://www.dailymail.co.uk/news/article-9989159/Male-midwife-39-caught-stash-400-indecent-images-children.html
[1] https://twitter.com/valmcguig/status/1438534101825372160
[1] https://twitter.com/MariaRives82/status/1438546842963398658
[1] https://twitter.com/joannerushton3/status/1438489231849136129
[1] https://twitter.com/Richardthenurse/status/1438552238281183237

Top Domains
Top Domains in Tweet in Entire Graph:
[564] twitter.com
[175] co.uk
[42] youtube.com
[38] nhs.uk
[24] ac.uk
[23] westveilpublishing.com
[22] medicaljobsaustralia.com
[22] refinery29.com
[19] org.uk
[15] democratandchronicle.com

Top Domains in Tweet in G1:
[77] co.uk
[10] twitter.com
[3] nih.gov
[3] nhs.uk
[1] dailym.ai

Top Domains in Tweet in G2:
[79] twitter.com
[28] co.uk
[22] medicaljobsaustralia.com
[14] haibunda.com
[12] nhs.uk
[12] tribunnews.com
[10] thehousethatneverslumbers.com
[7] google.com
[6] careerarc.com
[6] democratandchronicle.com

Top Domains in Tweet in G3:
[44] twitter.com
[21] refinery29.com
[19] co.uk
[10] instagram.com
[8] org.uk
[5] padlet.com
[5] dotdigital-pages.com
[4] ac.uk
[3] nhs.uk
[3] youtube.com

Top Domains in Tweet in G4:
[11] twitter.com
[5] co.uk
[3] inmo.ie
[2] financialexpress.com
[2] org.uk
[2] breastfeedingadvocacyaustralia.org
[1] jhpiego.org
[1] cso.ie
[1] rezoomo.com
[1] cochrane.org

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

Top Domains in Tweet in G6:
[12] nursingtimes.net
[2] twitter.com

Top Domains in Tweet in G7:
[1] twitter.com

Top Domains in Tweet in G8:
[2] co.uk

Top Domains in Tweet in G10:
[5] twitter.com
[1] nhs.uk
[1] co.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[320] justice4tigrayswomenandgirls
[309] tigrayan
[184] midwifery
[183] midwife
[152] worldpatientsafetyday
[73] tigraywarrapevictims
[52] bidan
[41] maternity
[36] nursing
[34] midwives



Top Hashtags in Tweet in G1:
[3] vacancies
[3] nhs
[3] swljobs
[2] esthpatientsafety
[2] safeguardkids
[2] singlesex
[2] segregation
[2] epsom
[2] sutton
[2] surrey

Top Hashtags in Tweet in G2:
[82] midwife
[52] bidan
[26] kebidanan
[24] medicaljobs
[20] midwifery
[9] healthcare
[8] nurse
[8] hospital
[8] kejar
[7] vet

Top Hashtags in Tweet in G3:
[47] midwifery
[20] worldpatientsafetyday
[18] rcmconf21
[14] midwife
[11] maternity
[10] walesswmmf2021
[9] bmhaw21
[8] covid
[7] pregnancy
[7] meded

Top Hashtags in Tweet in G4:
[26] worldpatientsafetyday
[23] india
[15] midwifery
[11] wpsd2021
[7] stage4
[7] gettingitrightfirsttime
[6] worldpatientsafetyday2021
[4] breastfeeding
[3] nursemidwife4change
[2] midwife

Top Hashtags in Tweet in G5:
[320] justice4tigrayswomenandgirls
[309] tigrayan
[73] tigraywarrapevictims
[5] raped
[4] pregnant
[3] humera

Top Hashtags in Tweet in G8:
[3] protesters
[1] insulatebritain
[1] nhs
[1] midwifery
[1] graduate
[1] takeontomorrow
[1] northumbriaalumni

Top Hashtags in Tweet in G10:
[3] yotnm
[3] teammft
[2] nurse
[1] yearofthenurseandmidwife
[1] honoured
[1] proud
[1] nicu
[1] nicuawarenessmonth
[1] wmtm
[1] midwife

Top Words
Top Words in Tweet in Entire Graph:
[3963] midwife
[1324] midwifery
[808] women
[682] health
[666] work
[606] hospital
[565] nursing
[556] help
[550] told
[522] medical

Top Words in Tweet in G1:
[574] midwife
[469] images
[369] male
[363] child
[302] 400
[293] indecent
[269] 39
[263] children
[215] stoatlyl
[200] shame

Top Words in Tweet in G2:
[528] midwife
[125] midwifery
[86] call
[81] #midwife
[54] nurse
[54] bidan
[53] baby
[52] #bidan
[50] nursing
[43] today

Top Words in Tweet in G3:
[263] midwife
[211] midwifery
[75] care
[71] maternity
[71] health
[69] today
[68] team
[68] students
[62] fivexmore
[62] consultant

Top Words in Tweet in G4:
[85] midwifery
[45] patient
[40] health
[37] nursing
[34] midwife
[26] jhpiego
[26] #worldpatientsafetyday
[26] training
[25] ratio
[25] ucdmidwifery

Top Words in Tweet in G5:
[696] midwife
[564] women
[476] soldiers
[464] medical
[439] told
[439] amnesty
[364] work
[351] health
[320] #justice4tigrayswomenandgirls
[313] hospital

Top Words in Tweet in G6:
[124] snp
[119] 2011
[119] government
[119] closed
[119] three
[119] nursing
[119] teaching
[119] departments
[119] cut
[119] midwifery

Top Words in Tweet in G7:
[132] camfed
[122] beatrice
[122] support
[122] studies
[121] sister
[121] good
[121] job
[121] everyone
[121] pursue
[121] midwifery

Top Words in Tweet in G8:
[80] midwife
[36] care
[35] shaungw
[35] gps
[32] natal
[31] drmarkporter
[31] article
[31] ante
[31] hospital
[30] hi

Top Words in Tweet in G9:
[227] help
[113] piso
[113] another
[113] life
[113] ask
[113] amount
[113] retweeting
[113] tweet
[113] please
[112] sealynnn

Top Words in Tweet in G10:
[104] year
[104] nurse
[104] midwife
[67] mftnhs
[59] event
[47] end
[44] closing
[39] mark
[31] mancathedral
[25] cathedral

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[439] told,amnesty
[398] male,midwife
[325] nurse,midwife
[284] midwife,39
[277] nursing,midwifery
[268] images,children
[266] call,midwife
[229] midwife,used
[228] used,work
[226] hospital,told

Top Word Pairs in Tweet in G1:
[362] male,midwife
[263] midwife,39
[239] images,children
[179] stoatlyl,male
[178] making,indecent
[178] indecent,photographs
[178] photographs,child
[178] child,possessing
[178] 400,images
[177] 39,convicted

Top Word Pairs in Tweet in G2:
[79] call,midwife
[36] nursing,midwifery
[26] #bidan,#kebidanan
[26] #kebidanan,#midwife
[26] #bidan,#midwife
[25] nurse,midwife
[20] covid,19
[14] male,midwife
[14] indecent,images
[14] images,children

Top Word Pairs in Tweet in G3:
[60] consultant,midwife
[47] birthing,people
[45] mary,consultant
[43] nursing,midwifery
[40] maternity,midwifery
[37] midwife,made
[37] made,video
[37] video,share
[37] share,role
[37] role,caring

Top Word Pairs in Tweet in G4:
[23] nursing,forms
[23] forms,47
[23] 47,health
[23] health,workforce
[23] workforce,#india
[23] #india,falls
[23] falls,far
[23] far,short
[23] short,patient
[23] patient,nurse

Top Word Pairs in Tweet in G5:
[439] told,amnesty
[226] midwife,used
[226] used,work
[226] hospital,told
[226] amnesty,frustration
[226] frustration,being
[226] being,help
[226] help,#tigrayan
[223] work,humera
[223] humera,hospital

Top Word Pairs in Tweet in G6:
[119] 2011,snp
[119] snp,government
[119] government,closed
[119] closed,three
[119] three,nursing
[119] nursing,teaching
[119] teaching,departments
[119] departments,cut
[119] cut,midwifery
[119] midwifery,student

Top Word Pairs in Tweet in G7:
[121] sister,beatrice
[121] beatrice,good
[121] good,job
[121] job,everyone
[121] everyone,support
[121] support,pursue
[121] pursue,studies
[121] studies,midwifery
[120] camfed,sister
[12] mother,midwife

Top Word Pairs in Tweet in G8:
[32] care,midwife
[31] ante,natal
[30] hi,shaungw
[30] shaungw,bit
[30] bit,surprised
[30] surprised,headline
[30] headline,today's
[30] today's,article
[30] article,gps
[30] gps,ante

Top Word Pairs in Tweet in G9:
[113] piso,help
[113] help,another
[113] another,life
[113] life,ask
[113] ask,help
[113] help,amount
[113] amount,retweeting
[113] retweeting,tweet
[113] tweet,please
[112] sealynnn,piso

Top Word Pairs in Tweet in G10:
[101] year,nurse
[101] nurse,midwife
[39] mark,end
[36] closing,event
[28] midwife,closing
[28] end,year
[23] midwife,celebrations
[21] nurses,midwives
[21] join,event
[20] staff,join

Top Replied-To
Top Replied-To in Entire Graph:
@midwife_mami
@midwife_yuria
@midwife_roya
@carolinenewson
@sakura_midwife
@stoatlyl
@midwife_aki
@milky01233
@drpeterweeks1
@lilnasx

Top Replied-To in G1:
@stoatlyl
@portraitinflesh
@soniapoulton
@nicespurling
@cheesyredrocket
@idva12
@tryingattimes
@gettagripfolks
@adhib
@rosiedeane1

Top Replied-To in G3:
@carolinenewson
@phd_midwife
@sheena_byrom
@scousemedic30
@uon_midwifery
@thelovelymaeve
@tpm_journal
@donnaburns13
@kingdon_carol
@charlmidwife

Top Replied-To in G4:
@louise_midwife
@denise_mcguin
@stephlooney1
@dunnealice
@marytcurtin
@georginabasset2
@doctorrah
@leahtova
@who
@diana_ward1

Top Replied-To in G8:
@drpeterweeks1
@j_bagpuss
@susanmason66
@dailymailuk
@drneenajha
@i_am_jess_
@tyhj34777949
@chelseak_xo
@franferner71
@neya1282

Top Replied-To in G10:
@abdaaaaa__

Top Mentioned
Top Mentioned in Entire Graph:
@amnesty
@stoatlyl
@soniapoulton
@camfed
@drrjsimpson
@sealynnn
@iseult
@samanthajpower
@annlinde
@fivexmore

Top Mentioned in G1:
@stoatlyl
@soniapoulton
@iseult
@mailonline
@kwilliam111
@cheesyredrocket
@irmenberga
@tryingattimes
@gem_hecks
@unbridl09298089

Top Mentioned in G2:
@bcnursemidwife
@tweetiebirdies
@bonita_ki
@207hosp
@fowlazule

Top Mentioned in G3:
@fivexmore
@midwivesrcm
@lia_bri
@nmcnews
@uon_midwifery
@teamcmido
@150leaders
@sandalljane
@nwambulance
@refinery29uk

Top Mentioned in G4:
@who
@jhpiego
@ucdmidwifery
@iehospitalgroup
@mohfw_india
@wexgenhosp
@rwt_nhs
@bhrut_nhs
@marytcurtin
@_thenmh

Top Mentioned in G5:
@amnesty
@samanthajpower
@annlinde
@publichealth
@thelancetph
@womeningh
@unhumanrights
@un_hrc
@mbachelet
@irishmissionun

Top Mentioned in G6:
@drrjsimpson
@blairmcdougall
@rcnscot
@unisonscot
@brianwebster18
@fitalass
@gem_hecks

Top Mentioned in G7:
@camfed
@freepeeper

Top Mentioned in G8:
@shaungw
@drmarkporter
@dailymailuk
@hsib_org
@drpeterweeks1
@rslewissally
@drneenajha
@insulatelove
@jamie_wallis
@mummydoc1

Top Mentioned in G9:
@sealynnn

Top Mentioned in G10:
@mftnhs
@mancathedral
@mft_smh
@northmcrgh_nhs
@kathryn1k
@kathymurphy0
@csscritcare
@mftchiefnurse

Top Tweeters
Top Tweeters in Entire Graph:
@pulpnews
@tomthunkitsmind
@s9tmt
@bella623
@billm9
@wardj15
@daily_express
@httweets
@minhkular
@lesleygsmith3

Top Tweeters in G1:
@lesleygsmith3
@rtweetie5
@mae_carson2
@stop1984
@jan_s_b_459
@mrmalky
@portraitinflesh
@mailonline
@grancake
@rf_jenkins

Top Tweeters in G2:
@pulpnews
@pairsonnalitesn
@london_cable
@_globalcareers
@toefl_120
@adabagcompany
@fowlazule
@johnb78
@worldnewstweet_
@miragenewscom

Top Tweeters in G3:
@drumeshprabhu
@artemisempress
@roylilley
@wenurses
@chroniclelive
@qz
@melanielloyd59
@liquoricepanda
@jennythem
@sheena_byrom

Top Tweeters in G4:
@wildwalkerwoman
@pib_india
@mib_india
@drannemurphy
@westers1401
@who
@leahtova
@mohfw_india
@medicinegovste
@pankajs78428702

Top Tweeters in G5:
@beka94745808
@hanaaraya11
@destahagos16
@letebrhangebre1
@abebahialu
@un
@elshada37075062
@setitag
@peacefromchrist
@protect_tigray

Top Tweeters in G6:
@mgt_coull26
@johndmtb
@tracyga20473477
@katepotts11
@bibbeth6
@gorbalsgoebbels
@adoreappys
@wladyslawmejka
@fitalass
@foreverbrexit

Top Tweeters in G7:
@ayshamoolla
@jazzmom12
@ilona84010600
@adzo72
@qsteph
@bahoulifla
@sannetje_26
@deelightri
@soletiole2912
@freepeeper

Top Tweeters in G8:
@bbcnews
@dailymailuk
@miftyjackson
@simon32445788
@katecushing2
@indra68
@ready2mix
@louiserawauthor
@etxberria55
@lw00l

Top Tweeters in G9:
@happinesskth
@exorcistin
@janedeniseu
@mysunyeoushi
@kaylgw
@vantaekk
@luvlyjakesm
@sungwonie_h
@hoonieguins
@bryaaannnn_

Top Tweeters in G10:
@s9tmt
@mft
@hasan20187
@sarnaskadir
@choochoo45g
@kathymurphy0
@dianeking94
@margaretroweuos
@mancathedral
@mft_smh


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