midwife OR midwifery, Twitter, 11/13/2019 9:14:02 AM, 216274


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midwife OR midwifery_2019-11-12_16-38-26.xlsx
midwife OR midwifery_2019-11-12_16-38-26.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 13, 2019
Short Description:
midwife OR midwifery via NodeXL http://bit.ly/2O6Rlen
@kelechnekoff
@evanteijlingen
@nhsuk
@sagefemmesb
@notyourorder
@harlea000
@midwivesrcm
@instagram
@modaughters
@indiek1

Top hashtags:
#theeternalknotseries
#timetravels
#midwifery
#midwife
#kfcproposal

Description:
Description
The graph represents a network of 4,667 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 Wednesday, 13 November 2019 at 00:39 UTC.

The requested start date was Monday, 11 November 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 2-day, 2-hour, 16-minute period from Friday, 08 November 2019 at 22:36 UTC to Monday, 11 November 2019 at 00:53 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 : 4667
Unique Edges : 6786
Edges With Duplicates : 2491
Total Edges : 9277
Number of Edge Types : 3
Mentions : 7853
Tweet : 747
Replies to : 677
Self-Loops : 747
Reciprocated Vertex Pair Ratio : 0.0337986774430566
Reciprocated Edge Ratio : 0.0653873489694385
Connected Components : 718
Single-Vertex Connected Components : 317
Maximum Vertices in a Connected Component : 2393
Maximum Edges in a Connected Component : 6662
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.843608
Graph Density : 0.000323058793210319
Modularity : 0.66001
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 4,667 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 Wednesday, 13 November 2019 at 00:39 UTC.

The requested start date was Monday, 11 November 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 2-day, 2-hour, 16-minute period from Friday, 08 November 2019 at 22:36 UTC to Monday, 11 November 2019 at 00:53 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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[24] https://twitter.com/kelechnekoff/status/1193116786977366017
[16] https://news.abs-cbn.com/life/11/09/19/kilalanin-midwife-na-nagpursigeng-mag-exam-3-oras-matapos-manganak
[12] https://www.linkedin.com/pulse/1st-midwifery-educators-training-india-indie-kaur
[11] https://twitter.com/kelechnekoff/status/1193430556991770625
[6] https://twitter.com/stevestacko/status/1193306768522264576
[5] https://prezi.com/t7jdbxicw_ct/
[5] https://www.amazon.com/Born-Life-Midwifes-Julie-Watson-ebook/dp/B00TRWJWV0/ref=sr_1_1_sspa?keywords=BORN+FOR+LIFE&qid=1551641534&s=books&sr=1-1-spons&psc=1
[5] https://twitter.com/izzyabdi1/status/1193033085820030976
[4] https://www.rnz.co.nz/national/programmes/morningreport/audio/2018721266/midwife-involved-in-hawke-s-bay-uplift-attempt-reacts-to-review
[3] http://www.maternityandmidwifery.co.uk/midwifery-a-global-update-what-this-means-for-normal-labour-and-birth/2700/

Top URLs in Tweet in G1:
[11] https://twitter.com/kelechnekoff/status/1193116786977366017
[9] https://twitter.com/kelechnekoff/status/1193430556991770625
[2] https://www.bbc.co.uk/news/av/stories-49607727/black-women-five-times-more-likely-to-die-in-childbirth
[2] https://twitter.com/naomibones/status/1193495349207404544
[1] https://www.standard.co.uk/insider/alist/clemmie-hooper-admits-she-planted-stories-about-other-mummy-bloggers-a4282546.html
[1] https://twitter.com/kelechnekoff/status/1193121106053480448?s=20
[1] https://twitter.com/kelechnekoff/status/1193124897582731269
[1] https://twitter.com/hyfreelance/status/1193207487341744128
[1] https://twitter.com/kelechnekoff/status/1193283186521972737
[1] https://twitter.com/isha_webber/status/1126090228320669696

Top URLs in Tweet in G2:
[12] https://www.linkedin.com/pulse/1st-midwifery-educators-training-india-indie-kaur
[5] https://prezi.com/t7jdbxicw_ct/
[3] http://www.maternityandmidwifery.co.uk/midwifery-a-global-update-what-this-means-for-normal-labour-and-birth/2700/
[3] https://twitter.com/uniwestscotland/status/1193181197112791040
[3] https://twitter.com/midwiferyforum/status/1192774880468570112
[3] https://twitter.com/mayra_k11/status/1192035706538868737
[2] https://midwifethinking.com/2018/05/09/the-perineal-bundle-and-midwifery/
[2] https://www.rcm.org.uk/influencing/activists/student-midwife-forum/
[2] http://www.maternityandmidwifery.co.uk/events/
[2] https://twitter.com/ClareKennedyAMP/status/1193240302846402560

Top URLs in Tweet in G3:
[8] https://twitter.com/kelechnekoff/status/1193116786977366017
[4] https://twitter.com/izzyabdi1/status/1193033085820030976
[2] https://worldscholarshipforum.com/accredited-midwifery-programs/?utm_source=dlvr.it&utm_medium=twitter
[2] https://news.abs-cbn.com/life/11/09/19/kilalanin-midwife-na-nagpursigeng-mag-exam-3-oras-matapos-manganak
[2] https://www.mysouthernhealth.com/low-intervention-labor-creating-a-birth-plan/
[2] https://www.happymummy.co.uk/midwife-book/
[2] http://www.takingonmotherhood.com/water-birth-story/
[2] https://www.nct.org.uk/birth/early-signs-labour?utm_sq=fobwz9572s&utm_source=Twitter&utm_medium=Content+post&utm_campaign=CM&utm_content=Early+labour+Call+midwife&utm_term=Birth
[2] http://www.twittascope.com/?sign=4
[2] https://twitter.com/kelechnekoff/status/1193430556991770625

Top URLs in Tweet in G4:
[1] https://twitter.com/lifewithanais/status/1193451682866368518

Top URLs in Tweet in G5:
[1] https://twitter.com/kelechnekoff/status/1193116786977366017

Top URLs in Tweet in G6:
[1] https://twitter.com/kelechnekoff/status/1193431623343230977
[1] https://twitter.com/kellyy_200/status/1193448547221463040
[1] https://twitter.com/HelloTerriLowe/status/1193593341398700033

Top URLs in Tweet in G7:
[1] https://www.facebook.com/story.php?story_fbid=2495997883822790&id=1015939981828595
[1] https://twitter.com/visible_boy/status/1193243884517756928
[1] https://florence-nightingale-foundation.org.uk/scholarships/7486-2/

Top URLs in Tweet in G8:
[5] https://www.amazon.com/Born-Life-Midwifes-Julie-Watson-ebook/dp/B00TRWJWV0/ref=sr_1_1_sspa?keywords=BORN+FOR+LIFE&qid=1551641534&s=books&sr=1-1-spons&psc=1
[2] https://books2read.com/Raven2
[2] https://relinks.me/B076LTNQZC
[2] https://amazon.com/dp/B076LTNQZC
[2] https://www.amazon.com/gp/customer-reviews/R1E9Q5ZG25PFEM/
[1] https://www.amazon.com/Julie-Watson/e/B00TTCCY4A/

Top URLs in Tweet in G10:
[1] https://www.dailymail.co.uk/news/article-5373943/Catholic-midwife-ousted-refusing-oversee-abortions.html?fbclid=IwAR1rEmrz_3VT39uj4lGcdm8NJ9OvWtzkDxX_Ovc8Y1dCLC52UNkbr536URQ
[1] http://www.dailymail.co.uk/news/article-5373943/Catholic-midwife-ousted-refusing-oversee-abortions.html
[1] https://play.google.com/store/apps/details?id=com.dailymail.online

Top Domains
Top Domains in Tweet in Entire Graph:
[188] twitter.com
[43] co.uk
[22] instagram.com
[16] org.uk
[16] nhs.uk
[16] abs-cbn.com
[14] linkedin.com
[12] amazon.com
[11] youtube.com
[10] ac.uk

Top Domains in Tweet in G1:
[33] twitter.com
[3] co.uk
[2] instagram.com
[1] org.uk
[1] youtube.com

Top Domains in Tweet in G2:
[24] twitter.com
[13] linkedin.com
[8] co.uk
[5] prezi.com
[3] org.uk
[3] wiley.com
[2] midwifethinking.com
[2] youtube.com
[2] wordpress.com
[1] theguardian.com

Top Domains in Tweet in G3:
[51] twitter.com
[14] instagram.com
[8] co.uk
[6] edenprivatestaff.com
[4] facebook.com
[4] nhs.uk
[3] youtube.com
[2] careerarc.com
[2] worldscholarshipforum.com
[2] abs-cbn.com

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

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

Top Domains in Tweet in G6:
[3] twitter.com

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

Top Domains in Tweet in G8:
[10] amazon.com
[2] books2read.com
[2] relinks.me

Top Domains in Tweet in G10:
[2] co.uk
[1] google.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[90] theeternalknotseries
[90] timetravels
[88] midwifery
[62] midwife
[58] kfcproposal
[54] clemmiehooper
[32] nursing
[26] midwives
[22] foster
[18] birth



Top Hashtags in Tweet in G1:
[45] clemmiehooper
[6] motherofdaughters
[5] flu
[3] nhs
[1] racismkills
[1] racism
[1] midwifery
[1] instagram
[1] complaintasfeministpedagogy
[1] safeguarding

Top Hashtags in Tweet in G2:
[34] midwifery
[10] munet2019
[10] nursing
[9] india
[7] midwife
[6] enough
[6] midwives
[5] campaigns
[5] cause
[5] ideas

Top Hashtags in Tweet in G3:
[20] midwife
[9] midwifery
[9] baby
[7] maternity
[7] birth
[7] homebirth
[6] maternitynurse
[6] babynanny
[6] gynaecologist
[5] pregnancy

Top Hashtags in Tweet in G4:
[1] jesustakethewheel

Top Hashtags in Tweet in G5:
[7] clemmiehooper
[1] mummyblogger

Top Hashtags in Tweet in G6:
[1] clemmiehooper

Top Hashtags in Tweet in G7:
[14] purplewinter
[2] teamcno
[1] inspiringwomen
[1] wellbeingwallets
[1] midwifery
[1] pregnancy
[1] purplesummer
[1] safeguardinglearning
[1] nhs
[1] ournursemidwife2020

Top Hashtags in Tweet in G8:
[90] theeternalknotseries
[90] timetravels
[8] kindleunlimited
[6] soulmates
[6] fantasy
[6] free
[6] ku
[6] bookboost
[5] mustread
[5] memoir

Top Hashtags in Tweet in G9:
[58] kfcproposal
[1] kfcwedding

Top Words
Top Words in Tweet in Entire Graph:
[2746] Words in Sentiment List#1: Positive
[2764] Words in Sentiment List#2: Negative
[51] Words in Sentiment List#3: Angry/Violent
[117176] Non-categorized Words
[122687] Total Words
[2666] midwife
[1391] clemmie
[1337] kelechnekoff
[1134] hooper
[963] s

Top Words in Tweet in G1:
[1225] kelechnekoff
[889] clemmie
[785] midwife
[717] online
[675] hooper
[614] instagram
[568] s
[518] account
[476] black
[467] women

Top Words in Tweet in G2:
[145] midwifery
[107] sagefemmesb
[75] midwife
[55] s
[54] birth
[45] tpm_journal
[45] mgtmurphy123
[42] first
[40] liznewnham
[40] care

Top Words in Tweet in G3:
[264] midwife
[54] call
[48] midwifery
[31] s
[29] nurse
[26] today
[26] birth
[24] t
[24] out
[21] women

Top Words in Tweet in G4:
[215] clemmie
[185] hooper
[181] midwife
[175] months
[157] nhs
[157] pseudonym
[155] troll
[155] friends
[154] modaughters
[154] created

Top Words in Tweet in G5:
[166] clemmie
[162] hooper
[147] black
[140] woman
[139] official
[139] avoid
[139] kingscollegelon
[139] having
[139] baby
[139] chance

Top Words in Tweet in G6:
[130] midwife
[109] clemmie
[106] hooper
[97] account
[95] mummy
[95] nhs
[93] blogger
[88] everyone
[88] report
[88] sweetsones

Top Words in Tweet in G7:
[38] kennygibsonnhs
[27] visible_boy
[22] davidleanleano
[21] midwife_claire
[21] randallcath
[21] becsreynoldsnhs
[17] nikki_ledingham
[16] nhssafeguarding
[14] t
[14] christmas

Top Words in Tweet in G8:
[96] raven
[96] midwife
[90] #theeternalknotseries
[90] 2
[90] #timetravels
[90] 1823
[90] england
[90] book
[90] darcy
[90] s

Top Words in Tweet in G9:
[76] midwife
[58] staying
[58] closer
[58] couple
[58] gonna
[58] render
[58] service
[58] free
[58] private
[58] #kfcproposal

Top Words in Tweet in G10:
[68] midwife
[68] out
[68] job
[68] abortions
[67] hounded
[67] 30
[67] years
[67] 5
[67] 000
[67] babies

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1132] clemmie,hooper
[462] black,women
[383] fake,account
[372] kelechnekoff,instagram
[345] creates,fake
[345] women,online
[342] instagram,clemmie
[342] hooper,creates
[342] account,online
[342] online,abused

Top Word Pairs in Tweet in G1:
[673] clemmie,hooper
[415] black,women
[349] fake,account
[342] kelechnekoff,instagram
[315] creates,fake
[314] instagram,clemmie
[314] hooper,creates
[314] account,online
[314] online,abused
[314] abused,black

Top Word Pairs in Tweet in G2:
[31] love,humanisation
[31] humanisation,birth
[31] birth,series
[31] series,liznewnham
[31] liznewnham,tpm_journal
[31] tpm_journal,month
[31] month,s
[31] s,issue
[31] issue,jointly
[31] jointly,written

Top Word Pairs in Tweet in G3:
[44] call,midwife
[18] nurse,midwife
[11] free,flu
[10] flu,jab
[10] pharmacist,midwife
[9] midwife,today
[9] gp,pharmacist
[8] pregnancy,ask
[8] ask,gp
[7] pregnant,free

Top Word Pairs in Tweet in G4:
[185] clemmie,hooper
[157] nhs,midwife
[154] hooper,modaughters
[154] modaughters,nhs
[154] midwife,created
[154] created,pseudonym
[154] pseudonym,troll
[154] troll,friends
[154] friends,family
[154] family,8

Top Word Pairs in Tweet in G5:
[162] clemmie,hooper
[139] official,avoid
[139] avoid,kingscollegelon
[139] kingscollegelon,black
[139] black,woman
[139] woman,having
[139] having,baby
[139] baby,chance
[139] chance,clemmie
[138] wordsbydoobz,official

Top Word Pairs in Tweet in G6:
[106] clemmie,hooper
[90] mummy,blogger
[90] nhs,midwife
[88] report,account
[87] everyone,please
[87] please,report
[87] account,mummy
[87] blogger,clemmie
[87] hooper,nhs
[87] midwife,admitted

Top Word Pairs in Tweet in G7:
[17] randallcath,becsreynoldsnhs
[17] becsreynoldsnhs,midwife_claire
[12] christmas,build
[12] build,up
[12] up,challenging
[12] challenging,don
[12] don,t
[12] t,recovery
[12] recovery,slip
[12] slip,well

Top Word Pairs in Tweet in G8:
[90] #theeternalknotseries,2
[90] 2,raven
[90] raven,midwife
[90] midwife,#timetravels
[90] #timetravels,1823
[90] 1823,england
[90] england,book
[90] book,darcy
[90] darcy,s
[84] author_sherrieb,#theeternalknotseries

Top Word Pairs in Tweet in G9:
[58] staying,closer
[58] closer,couple
[58] couple,gonna
[58] gonna,render
[58] render,service
[58] service,free
[58] free,private
[58] private,midwife
[58] midwife,#kfcproposal
[57] ezamacirha,staying

Top Word Pairs in Tweet in G10:
[68] out,job
[67] midwife,hounded
[67] hounded,out
[67] job,30
[67] 30,years
[67] years,5
[67] 5,000
[67] 000,babies
[67] babies,refused
[67] refused,supervise

Top Replied-To
Top Replied-To in Entire Graph:
@midwifery_dr
@midwife_78
@kelechnekoff
@midwife_monabuk
@sagefemmesb
@no_one7192
@helloterrilowe
@kennygibsonnhs
@mgtmurphy123
@maximaxh

Top Replied-To in G1:
@kelechnekoff
@instagram
@candiceaboderin
@danielledash
@nmcnews
@sapphirejbates
@seyiakiwowo
@hellobronagh
@oxminaox
@nlondongirl

Top Replied-To in G2:
@sagefemmesb
@maximaxh
@mgtmurphy123
@sparklyswan80
@stringer4kate
@tzeni27
@midwivesireland
@fedupobstetric1
@bornstroppy
@maternityexpo

Top Replied-To in G4:
@kelechnekoff
@stephanieyeboah
@simonemariposa

Top Replied-To in G6:
@helloterrilowe
@thebookwormmum
@mercifulmate
@ladyhaja
@houseofgingerr
@cosmetic_candy
@mxmsworld
@sweetsones

Top Replied-To in G7:
@kennygibsonnhs
@davidleanleano
@heathercaudle
@visible_boy

Top Replied-To in G9:
@mgcinastro

Top Mentioned
Top Mentioned in Entire Graph:
@kelechnekoff
@instagram
@modaughters
@monisha_rajesh
@nmcnews
@kingscollegelon
@wordsbydoobz
@nadine_writes
@sweetsones
@sagefemmesb

Top Mentioned in G1:
@kelechnekoff
@instagram
@nmcnews
@nadine_writes
@hyfreelance
@lovettejallow
@cornmealdumplin
@kelechi
@sunnysingh_n6
@modaughters

Top Mentioned in G2:
@sagefemmesb
@tpm_journal
@liznewnham
@lukes_ck
@mgtmurphy123
@hannahdahlen
@doodadayo
@sinead_midwife
@margquig

Top Mentioned in G3:
@pairsonnalitesa
@ws_forum
@happymummyblogs
@durhamnct
@trauma_info_ed

Top Mentioned in G4:
@modaughters
@monisha_rajesh
@kelechnekoff
@instagram
@stephanieyeboah
@sweetsones
@nadine_writes
@cornmealdumplin
@julianayaz

Top Mentioned in G5:
@kingscollegelon
@wordsbydoobz
@kelechnekoff
@sweetsones
@instagram
@nadine_writes
@cornmealdumplin
@monisha_rajesh
@modaughters
@afcbcherrytim

Top Mentioned in G6:
@sweetsones
@kelechnekoff
@houseofgingerr
@instagram
@saltwater_sunae
@laurajwhlr
@iamkaiya_
@monisha_rajesh
@modaughters
@nadine_writes

Top Mentioned in G7:
@kennygibsonnhs
@visible_boy
@midwife_claire
@randallcath
@becsreynoldsnhs
@davidleanleano
@nikki_ledingham
@nhssafeguarding
@hilarygarratt
@cnoengland

Top Mentioned in G8:
@author_sherrieb
@bornformidwife
@pursoot
@w_angels_wings

Top Mentioned in G9:
@ezamacirha
@wandie_luvalo

Top Mentioned in G10:
@irishprolifer

Top Tweeters
Top Tweeters in Entire Graph:
@famima_now
@paul_cude
@pairsonnalitesa
@nblackthorne
@s9tmt
@w_angels_wings
@mr1738
@56perumal
@susanneleist
@janromes

Top Tweeters in G1:
@rxbun
@twillynavy246
@wildwalkerwoman
@moreandagain
@sunnysingh_n6
@rejiyates
@nahfret
@tadrow
@marksandspencer
@gracaofdeus

Top Tweeters in G2:
@56perumal
@pib_india
@jennythem
@sagefemmesb
@hazelklarkin
@christi85573643
@delilahveronese
@kclr96fm
@bikesnbukes
@thelovelymaeve

Top Tweeters in G3:
@pairsonnalitesa
@eiken_1
@fiveminutewords
@adoseofjanai
@crhownjewel
@asxasay
@coops_tv
@kasice
@ghostcatlady
@qatar_fr

Top Tweeters in G4:
@casius_
@simonemariposa
@themuslimhippie
@thefredalee
@xchemoni
@felisnotfelish
@keeks_
@dxyzolaa
@stephanieyeboah
@pensiveparadox

Top Tweeters in G5:
@spidermals
@jennethegreat
@grrrr_shark
@rxxdot
@deluxeversions
@couscousmami
@blessingmariee
@ys_bells
@sssholaaa
@masumaa_

Top Tweeters in G6:
@deuxsvelte
@oloni
@momoxmojo
@fuckinbandit
@cosmetic_candy
@cryliejenner
@kyryne
@iamkaiya_
@helloterrilowe
@mxmsworld

Top Tweeters in G7:
@oatcake1967
@randolphtrent
@iangould5
@4adsthepoet
@kennygibsonnhs
@gbtpo
@davidleanleano
@jenkenward
@borntoosoonkh
@irisbenson100

Top Tweeters in G8:
@paul_cude
@nblackthorne
@w_angels_wings
@susanneleist
@janromes
@cherrymischivus
@papriddey
@tudortweep
@cigar150
@barbiesway

Top Tweeters in G9:
@amo_mogodiri
@percyseloane
@iamsequence
@gsyfo
@fundi_thedream
@ezamacirha
@peutty
@omobawealthjii
@neoxoul
@teebogo7

Top Tweeters in G10:
@devinecelt
@fryfriend
@fidtradz101
@briandotwalker
@aldamir
@credoindeum7
@therouxpeter
@irishprolifer
@marythorn85
@maryogrady8