midwife OR midwifery, Twitter, 8/9/2020 5:38:20 AM, 232205


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midwife OR midwifery_2020-08-08_18-57-36.xlsx
midwife OR midwifery_2020-08-08_18-57-36.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 09, 2020
Short Description:
midwife OR midwifery via NodeXL https://bit.ly/3fHoSYn
@sheena_byrom
@jerowneywriter
@teamcmido
@midwivesrcm
@bornformidwife
@gabrielcox99
@jennythem
@barbmcleodm
@all4maternity
@dreamchrysler

Top hashtags:
#midwife
#midwifery
#life
#africa
#women
#babies
#courage

Description:
Description
The graph represents a network of 8,274 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, 09 August 2020 at 02:12 UTC.

The requested start date was Sunday, 09 August 2020 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, 14-hour, 51-minute period from Saturday, 01 August 2020 at 17:55 UTC to Thursday, 06 August 2020 at 08:46 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 : 8274
Unique Edges : 4973
Edges With Duplicates : 10651
Total Edges : 15624
Number of Edge Types : 5
Tweet : 1714
Retweet : 4615
MentionsInRetweet : 5675
Replies to : 1181
Mentions : 2439
Self-Loops : 1754
Reciprocated Vertex Pair Ratio : 0.0390911311996091
Reciprocated Edge Ratio : 0.0752410063484599
Connected Components : 1768
Single-Vertex Connected Components : 805
Maximum Vertices in a Connected Component : 1766
Maximum Edges in a Connected Component : 5213
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.814246
Graph Density : 0.000124264431554798
Modularity : 0.549943
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 8,274 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, 09 August 2020 at 02:12 UTC.

The requested start date was Sunday, 09 August 2020 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, 14-hour, 51-minute period from Saturday, 01 August 2020 at 17:55 UTC to Thursday, 06 August 2020 at 08:46 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:
[134] https://www.gofundme.com/f/support-midwifery-in-haiti?utm_source=twitter&utm_medium=social&utm_campaign=p_cf+share-flow-1
[49] https://www.bbc.co.uk/news/av/uk-england-leeds-53191573/retired-midwife-s-experiences-of-racism-in-yorkshire
[47] https://readerlinks.com/l/1368280
[23] https://www.jillianfreeland.com/
[12] https://jobs.lincoln.ac.uk/vacancy.aspx?ref=CSS527
[10] https://tomopan.org/midwife/
[9] http://indiebooksource.com/books-by-julie-watson/
[9] https://www.nhs.uk/start4life/baby/breastfeeding/
[9] https://www.stokesentinel.co.uk/news/former-midwife-honoured-queens-nurse-4365292?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[9] https://www.amazon.com/gp/customer-reviews/R1E9Q5ZG25PFEM/

Top URLs in Tweet in G1:
[10] https://tomopan.org/midwife/
[6] https://twitter.com/_slimarella_/status/1288532495433162752
[6] https://www.nhs.uk/start4life/pregnancy/coronavirus-covid19-advice-during-pregnancy/
[6] https://www.nhs.uk/start4life/baby/breastfeeding/
[4] http://www.quitsquad.nhs.uk/
[4] https://play.google.com/store/apps/details?id=com.divacreative.quitforus&hl=en_US
[4] https://www.jobsfornaija.com/2020/08/03/provost-at-adamawa-state-college-of-nursing-and-midwifery/
[4] http://www.twittascope.com/?sign=4
[4] https://thehousethatneverslumbers.com/pain-free-midwife-assisted-natural-birth-of-my-enormous-baby-part-1/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[4] https://thehousethatneverslumbers.com/why-i-had-the-rest-of-my-kids-with-a-midwife-part-2/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost

Top URLs in Tweet in G3:
[38] https://www.bbc.co.uk/news/av/uk-england-leeds-53191573/retired-midwife-s-experiences-of-racism-in-yorkshire
[6] https://nursingmidwiferyrgu.wordpress.com/2020/08/04/from-foresterhill-college-to-the-rgu-school-of-nursing-midwifery-and-paramedic-practice-1967-2020/
[5] https://www.gov.scot/publications/support-nursing-midwifery-students/
[3] https://twitter.com/wendymatthews8/status/1289075553442594817
[3] https://myjobscotland.gov.uk/education/rgu/jobs/lecturers-nursing-midwifery-and-paramedic-practice-192232
[2] https://twitter.com/midwivesrcm/status/1290956142739365889
[2] https://mailchi.mp/e5c964edfcc4/aug2020newsletter?e=583974c9e7
[2] https://www.rcmconference.org.uk/programme2020/
[2] https://twitter.com/mcareetrixie/status/1289577413324746752
[2] https://www.midirs.org/bame-is-not-my-name-a-community-of-culture-maternity-forum-cocmf/

Top URLs in Tweet in G4:
[1] https://twitter.com/akreana_/status/1081598051322679297

Top URLs in Tweet in G5:
[1] https://thecorrespondent.com/608/the-pandemic-has-highlighted-a-crisis-in-us-maternity-care-its-causes-are-as-old-as-history/80494193120-73049240

Top URLs in Tweet in G6:
[9] http://indiebooksource.com/books-by-julie-watson/
[9] https://www.amazon.com/gp/customer-reviews/R1E9Q5ZG25PFEM/
[4] https://twitter.com/i/web/status/1283337856962838530
[3] https://www.amazon.com/gp/product/B07H96WDP6/
[2] https://twitter.com/AuthorPearlTate/status/1290386325686779904
[2] https://twitter.com/harmony_kent/status/1290232035198423045
[2] https://books2read.com/Rave2
[1] https://www.amazon.com/Born-Life-A-Midwifes-Story-ebook/dp/B00TRWJWV0/ref=as_li_ss_tl?ie=UTF8&linkCode=ll1&tag=queryus-20&linkId=ce3aedbd55dce00a71edaa29035927e8&language=en_US
[1] https://amazon.com/dp/B076LTNQZC
[1] https://relinks.me/B076LTNQZC

Top URLs in Tweet in G7:
[5] https://warwick.co1.qualtrics.com/jfe/form/SV_0iahKMiBWDBcir3
[2] https://twitter.com/KeithCouper/status/1289121531457671169
[2] https://www.nihr.ac.uk/documents/the-nihr-nursing-and-midwifery-incubator/22559
[1] https://twitter.com/nihrcrn_nwcoast/status/1290667291542278144
[1] https://twitter.com/UoN_HELM/status/1290530022911102976
[1] https://twitter.com/WHO/status/1289497636249247744
[1] https://twitter.com/HorizonsNHS/status/1290680645610594304
[1] https://twitter.com/2tbueser/status/1290608995686916096
[1] https://twitter.com/naomichare/status/1290724680647749641
[1] https://twitter.com/clairew_uk/status/1290652655824646149

Top URLs in Tweet in G8:
[134] https://www.gofundme.com/f/support-midwifery-in-haiti?utm_source=twitter&utm_medium=social&utm_campaign=p_cf+share-flow-1

Top URLs in Tweet in G10:
[8] https://www.hse.ie/eng/staff/jobs/job-search/nursing/48-20-advanced-midwife-practitioner-candidate-camp-%E2%80%93-supported-care.html
[2] https://www.facebook.com/1902414886470971/posts/3380112682034510/?d=n
[2] https://www.bbc.co.uk/news/av/uk-england-leeds-53191573/retired-midwife-s-experiences-of-racism-in-yorkshire
[2] https://rise.articulate.com/share/3gXIaXJUNd0WOqdlalyR97jPgNvXThTx#/
[1] https://www.universityvacancies.com/trinity-college-dublin/assistant-professor-mental-health-nursing-15694
[1] https://twitter.com/NNUHCareers/status/1288785079892836353
[1] https://twitter.com/GillMoncrieff/status/1290748757655592966
[1] https://twitter.com/griffithnursing/status/1290741390511443968
[1] https://twitter.com/transformingmcc/status/1289102589737328641
[1] https://www.noteworthy.ie/proposal/midwifery-led-units-114-Jul2020?utm_source=twitter&utm_medium=social

Top Domains
Top Domains in Tweet in Entire Graph:
[289] twitter.com
[148] gofundme.com
[97] co.uk
[62] readerlinks.com
[59] bit.ly
[55] nhs.uk
[49] instagram.com
[27] youtube.com
[24] ac.uk
[23] jillianfreeland.com

Top Domains in Tweet in G1:
[81] twitter.com
[29] instagram.com
[24] bit.ly
[23] nhs.uk
[15] thehousethatneverslumbers.com
[12] co.uk
[10] tomopan.org
[6] youtube.com
[6] buff.ly
[5] google.com

Top Domains in Tweet in G3:
[43] co.uk
[40] twitter.com
[6] org.uk
[6] wordpress.com
[5] bit.ly
[5] nhs.uk
[5] gov.scot
[3] mailchi.mp
[3] gov.uk
[3] midirs.org

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

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

Top Domains in Tweet in G6:
[14] amazon.com
[9] indiebooksource.com
[8] twitter.com
[2] books2read.com
[1] relinks.me

Top Domains in Tweet in G7:
[13] twitter.com
[5] qualtrics.com
[2] ac.uk
[1] youtube.com

Top Domains in Tweet in G8:
[134] gofundme.com

Top Domains in Tweet in G10:
[10] twitter.com
[8] hse.ie
[2] facebook.com
[2] co.uk
[2] noteworthy.ie
[2] articulate.com
[2] bit.ly
[1] universityvacancies.com
[1] nhslothian.scot
[1] ul.ie

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[247] midwife
[227] midwifery
[129] life
[107] africa
[107] women
[105] babies
[104] courage
[103] mothers
[103] read
[103] perseverance



Top Hashtags in Tweet in G1:
[47] midwifery
[32] midwife
[19] nursing
[16] myprowriters_
[12] worldbreastfeedingweek
[11] doula
[9] pregnancy
[8] nurse
[8] pediatric
[8] nicu

Top Hashtags in Tweet in G3:
[29] midwife
[24] goldlearning
[24] breastfeeding
[23] iamgold
[21] lactation
[20] ibclc
[20] breastfeedingsupport
[20] lactationconsultant
[20] postpartum
[19] ibclcinpp

Top Hashtags in Tweet in G6:
[127] life
[105] midwife
[105] africa
[102] courage
[101] mothers
[101] babies
[101] read
[101] women
[101] perseverance
[87] theeternalknotseries

Top Hashtags in Tweet in G7:
[50] nihr70at70
[49] whywedoresearch
[4] nuresesactive
[3] uhdb
[3] derbymaternity
[2] midwifery
[2] covid19
[2] iconsurvey
[2] iconstudy
[2] nurse

Top Hashtags in Tweet in G10:
[3] publicconfidence
[2] whelm
[2] forwardthinkining
[1] midwivesmakeadifference
[1] mrhportlaoise
[1] mrhp
[1] camp
[1] bullying
[1] pregnantwoman
[1] retweet

Top Words
Top Words in Tweet in Entire Graph:
[3471] midwife
[1184] ol
[1138] hi
[1086] midwifery
[1001] ãƒ
[933] ø
[829] baby
[819] iâ
[797] mom
[776] school

Top Words in Tweet in G1:
[590] midwife
[132] midwifery
[118] ç
[109] æ
[91] woman
[91] ãƒ
[86] job
[81] call
[79] death
[78] midwifeâ

Top Words in Tweet in G2:
[1184] ol
[592] hi
[592] class
[592] start
[592] aug
[592] 24
[592] mom
[592] still
[592] struggles
[592] buy

Top Words in Tweet in G3:
[201] midwifery
[188] midwife
[73] shared
[63] gillmoncrieff
[59] sheena_byrom
[57] support
[57] midwivesrcm
[53] student
[53] share
[51] uk

Top Words in Tweet in G4:
[466] name
[465] hi
[465] guys
[465] kindly
[465] need
[465] help
[465] iâ
[465] looking
[465] baby
[465] brother

Top Words in Tweet in G5:
[168] during
[168] mom
[168] family
[167] ujuanya
[167] war
[167] dad
[167] left
[167] alone
[167] kids
[167] age

Top Words in Tweet in G6:
[130] bornformidwife
[109] time
[105] #midwife's
[105] #africa
[105] caring
[102] #courage
[101] #mothers
[101] #babies
[101] #read
[101] #women's

Top Words in Tweet in G7:
[55] midwife
[50] #nihr70at70
[49] nurse
[49] #whywedoresearch
[43] clairew_uk
[41] guest
[39] leaders
[37] senior
[32] survey
[31] nursing

Top Words in Tweet in G8:
[136] midwifery
[136] haiti
[134] taylorgiavasis
[134] raising
[134] money
[134] support
[134] click
[134] donate
[2] mamababy
[2] non

Top Words in Tweet in G9:
[133] today
[133] marks
[133] 35th
[133] anniversary
[133] assassination
[133] nonyamezelo
[133] victoria
[133] mxenge
[133] midwife
[133] activist

Top Words in Tweet in G10:
[68] midwifery
[34] community
[33] midwife
[31] nursing
[30] wonderful
[29] service
[20] resource
[20] outlining
[19] maternity
[18] opportunity

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[592] hi,ol
[592] ol,class
[592] class,start
[592] start,aug
[592] aug,24
[592] 24,mom
[592] mom,still
[592] still,struggles
[592] struggles,buy
[592] buy,sister

Top Word Pairs in Tweet in G1:
[72] death,midwifeâ
[71] appeal,court
[71] woman,using
[71] using,term
[70] court,prevents
[66] call,midwife
[64] term,death
[64] midwifeâ,job
[54] prevents,victoria
[54] victoria,woman

Top Word Pairs in Tweet in G2:
[592] hi,ol
[592] ol,class
[592] class,start
[592] start,aug
[592] aug,24
[592] 24,mom
[592] mom,still
[592] still,struggles
[592] struggles,buy
[592] buy,sister

Top Word Pairs in Tweet in G3:
[48] maryrenfrew,humanisingbirth
[38] watched,again
[38] again,listening
[38] listening,gloriaâ
[38] gloriaâ,experiences
[38] experiences,racism
[38] racism,others
[38] others,shared
[38] shared,similar
[38] nursing,midwifery

Top Word Pairs in Tweet in G4:
[465] hi,guys
[465] guys,kindly
[465] kindly,need
[465] need,help
[465] help,iâ
[465] iâ,looking
[465] looking,baby
[465] baby,brother
[465] brother,name
[465] name,koketso

Top Word Pairs in Tweet in G5:
[167] during,war
[167] war,dad
[167] dad,left
[167] left,mom
[167] mom,alone
[167] alone,family
[167] family,kids
[167] kids,age
[167] age,pregnant
[167] pregnant,3rd

Top Word Pairs in Tweet in G6:
[105] #midwife's,time
[105] time,#africa
[105] #africa,caring
[101] caring,#mothers
[101] #mothers,#babies
[101] #babies,#read
[101] #read,#women's
[101] #women's,#courage
[101] #courage,#perseverance
[101] #perseverance,#life

Top Word Pairs in Tweet in G7:
[49] nurse,midwife
[39] midwife,leaders
[37] #nihr70at70,senior
[37] senior,nurse
[37] leaders,guest
[25] #whywedoresearch,tweetchat
[24] covid,19
[24] nursing,midwifery
[22] impact,covid
[22] icon,study

Top Word Pairs in Tweet in G8:
[134] raising,money
[134] money,support
[134] support,midwifery
[134] midwifery,haiti
[134] haiti,click
[134] click,donate
[133] taylorgiavasis,raising
[2] mamababy,non
[2] non,profit
[2] profit,birth

Top Word Pairs in Tweet in G9:
[133] today,marks
[133] marks,35th
[133] 35th,anniversary
[133] anniversary,assassination
[133] assassination,nonyamezelo
[133] nonyamezelo,victoria
[133] victoria,mxenge
[133] mxenge,midwife
[133] midwife,activist
[133] activist,attorney

Top Word Pairs in Tweet in G10:
[30] community,midwifery
[20] resource,outlining
[18] midwifery,service
[16] nursing,midwifery
[12] congratulations,tmccreery33
[12] tmccreery33,team
[12] team,21
[12] 21,years
[12] years,wonderful
[12] wonderful,resource

Top Replied-To
Top Replied-To in Entire Graph:
@midwife_78
@gillmoncrieff
@jinthelife
@susana_midwife
@sheena_byrom
@midwife_claireb
@staceydooley
@msroblnson
@kborquezgonzale

Top Replied-To in G1:

Top Replied-To in G3:
@gillmoncrieff
@sheena_byrom
@midwife_claireb
@midwife_cw
@jinthelife
@phd_midwife
@sagefemme2000
@samcmw
@kate80uk
@midwife_vc

Top Replied-To in G4:
@bandilemasuku

Top Replied-To in G5:
@abigailabok

Top Replied-To in G7:
@uon_midwifery
@roseanna_b
@bevmatthewsrn
@radical_midwife
@naomichare
@godalmingjarman
@yasstudentnurse
@ben_ld_nurse
@logan_angie
@tinklelin

Top Replied-To in G10:
@sharonowenstea
@birthsmalltalk
@lorrainedunphy
@bergerie0709
@dmhospitalgroup
@optimalclamping
@midwivesrcm
@chiefnurseire
@stephanenny
@hazechu

Top Mentioned
Top Mentioned in Entire Graph:
@dreamchrysler
@neoza_monaiza
@ujuanya
@taylorgiavasis
@bornformidwife
@valavoosh
@drolufunmilayo
@dionnehann
@btrillaaa
@author_sherrieb

Top Mentioned in G1:
@myprowriters_
@snrdirector
@covrugbyccg
@nurserodhin
@nhsinwolves

Top Mentioned in G2:
@dreamchrysler

Top Mentioned in G3:
@midwivesrcm
@sheena_byrom
@humanisingbirth
@gillmoncrieff
@maryrenfrew
@teamcmido
@midwife_claireb
@prof_amybrown
@drtraceyc
@rgunmandp

Top Mentioned in G4:
@neoza_monaiza
@tebza_nc
@_ncebsi_

Top Mentioned in G5:
@ujuanya
@coal_city
@njokingumi
@the_corres
@lahnabee
@sarahmenkedick
@princedavidokon

Top Mentioned in G6:
@bornformidwife
@author_sherrieb
@brassweb
@w_angels_wings
@indiebooksource
@thecrowdview
@rcarter67606
@jpcarter47

Top Mentioned in G7:
@clairew_uk
@2tbueser
@keithcouper
@wenurses
@naomichare
@uon_midwifery
@hollyblakenotts
@uhdbtrust
@carinacruzrn

Top Mentioned in G8:
@taylorgiavasis

Top Mentioned in G9:
@valavoosh
@ujuanya

Top Mentioned in G10:
@tmccreery33
@inmo_irl
@bergerie0709
@lorrainedunphy
@tcddublin
@nmpduwest
@stephanenny
@clodaghharte1
@nnuhcareers

Top Tweeters
Top Tweeters in Entire Graph:
@paul_cude
@rashidaldosari
@prinzgbemi
@alhanda
@pairsonnalitesa
@nblackthorne
@bella623
@s9tmt
@raymond_norman
@leratomannya

Top Tweeters in G1:
@pairsonnalitesa
@50years_music
@_globalcareers
@fiveminutewords
@pastorabharris
@wat_the_mell
@ulyssesreader
@influx_divine
@castanetnews
@ottawacitizen

Top Tweeters in G2:
@sk8rky10
@kathrynfordawin
@memeyoingi
@shiinmaldiita
@shlraru
@goyangsoo
@saccharinebliss
@gerbatbatrav
@kscyjw
@sanuzici

Top Tweeters in G3:
@jennythem
@sheena_byrom
@emclimited
@whoseshoes
@4adsthepoet
@lacted
@philippa_perry
@pauljebb1
@matthaig1
@lizmayessex

Top Tweeters in G4:
@leratomannya
@_queen_fifi
@neomodihapula
@__tshepo
@_lekgarebetsoko
@__mjdr
@phopstheko_
@philan91
@smaangele
@sjombz

Top Tweeters in G5:
@prinzgbemi
@habbradley
@yunghusband_
@aquafare
@echecrates
@sofie_lovee
@designerkath
@_pureivory
@simplemacsmith
@doderightthing

Top Tweeters in G6:
@paul_cude
@alhanda
@nblackthorne
@bella623
@raymond_norman
@w_angels_wings
@janromes
@joepranaitis
@dianamsharpton
@danielkemp6

Top Tweeters in G7:
@wenurses
@scieducation1
@agencynurse
@datadrivencare
@profjuneg
@thercn
@dtbarron
@uniofnottingham
@nhsconfed
@stnurseproject

Top Tweeters in G8:
@mrs_griexx
@_cherryverii
@__mirandalopez
@carodakilla
@m00nbootz
@jelieber4__ever
@___aestheticg
@breejg_
@ashleyesteva
@juicyj_duh

Top Tweeters in G9:
@tenji95
@ntsikimazwai
@masb_quik
@cleo04patra
@beemagqwanti
@theafrolegalise
@ntandoyenkosi_t
@dreamisslady
@gomza49263288m
@canarygs

Top Tweeters in G10:
@brianypaulbria1
@johnwalsh88
@stephanenny
@christi85573643
@imisaninja
@conorsmith
@andy_notman
@freesafelegal
@flowepower66
@hallmum5


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