midwife OR midwifery, Twitter, 8/2/2020 5:50:38 AM, 231612


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midwife OR midwifery_2020-08-01_18-57-36.xlsx
midwife OR midwifery_2020-08-01_18-57-36.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 02, 2020
Short Description:
midwife OR midwifery via NodeXL https://bit.ly/2XlzQMF
@dreamchrysler
@jerowneywriter
@teamcmido
@erofernin
@tomhall
@raymond_norman
@bornformidwife
@hannahdahlen
@midwivesrcm
@world_midwives

Top hashtags:
#wow
#tuesdaythoughts
#midwifery
#midwife
#life
#courage

Description:
Description
The graph represents a network of 8,419 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, 02 August 2020 at 02:04 UTC.

The requested start date was Sunday, 02 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, 15-hour, 31-minute period from Monday, 27 July 2020 at 17:14 UTC to Saturday, 01 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 : 8419
Unique Edges : 5494
Edges With Duplicates : 11820
Total Edges : 17314
Number of Edge Types : 5
Retweet : 4880
MentionsInRetweet : 6740
Mentions : 3102
Tweet : 1402
Replies to : 1190
Self-Loops : 1435
Reciprocated Vertex Pair Ratio : 0.0374430214890384
Reciprocated Edge Ratio : 0.0721832827701642
Connected Components : 1528
Single-Vertex Connected Components : 641
Maximum Vertices in a Connected Component : 1372
Maximum Edges in a Connected Component : 3541
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.543467
Graph Density : 0.000134878594167426
Modularity : 0.543191
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 8,419 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, 02 August 2020 at 02:04 UTC.

The requested start date was Sunday, 02 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, 15-hour, 31-minute period from Monday, 27 July 2020 at 17:14 UTC to Saturday, 01 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:
[172] https://www.gofundme.com/f/support-midwifery-in-haiti?utm_source=twitter&utm_medium=social&utm_campaign=p_cf+share-flow-1
[38] https://readerlinks.com/l/1364683
[26] https://flushingcn.com/war-is-not-far-from-us-its-the-midwife-of-the-chinese-century.html
[23] https://readerlinks.com/l/1364662?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[23] https://readerlinks.com/l/1353798
[21] https://www.gofundme.com/f/help-black-doula-return-to-school-for-midwifery?utm_source=twitter&utm_medium=social&utm_campaign=p_cp+share-sheet
[20] https://readerlinks.com/l/1362867_3127
[19] https://nursing-midwifery.tcd.ie/events-conferences/THEconference2021/index.php
[19] https://readerlinks.com/l/1361674_3125
[14] https://lucymitchellauthor.blog/2020/07/31/bookreview-midwife-crisis/

Top URLs in Tweet in G1:
[1] https://twitter.com/dreamchrysler/status/1289033100068937729

Top URLs in Tweet in G2:
[10] https://tomopan.org/midwife/
[9] https://twitter.com/_vivalaluna/status/1288174347388166153
[5] https://www.nhs.uk/start4life/pregnancy/coronavirus-covid19-advice-during-pregnancy/
[5] https://www.nhs.uk/conditions/group-b-strep/?utm_source=twitter&utm_medium=social&utm_campaign=SmarterQueue&utm_content=strepbawareness
[3] https://flushingcn.com/war-is-not-far-from-us-its-the-midwife-of-the-chinese-century.html
[3] http://www.nhs.uk/conditions/coronavirus-covid-19/people-at-higher-risk-from-coronavirus/pregnancy-and-coronavirus/
[3] http://www.twittascope.com/?sign=4
[3] https://twitter.com/HarryTheHat_/status/1289267249858203655
[3] https://twitter.com/tasha_macks/status/1288688421100302337
[3] https://thehousethatneverslumbers.com/pain-free-midwife-assisted-natural-birth-of-my-enormous-baby-part-2/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost

Top URLs in Tweet in G4:
[6] https://www.nmc.org.uk/about-us/governance/the-council/council-scotland-2020
[5] https://www.hse.ie/
[4] https://saolta.ie/jobs/candidate-advanced-midwifery-practitioner-camp-supported-care
[4] https://www.healthjobsuk.com/vacancy/2553200?ref=Twitter
[3] https://collections.plos.org/birth
[3] https://pacapply.com/
[3] https://www.healthjobsuk.com/vacancy/2513602?ref=Twitter
[3] http://www.ul.ie/nm/
[2] https://www.sciencedirect.com/science/article/abs/pii/S1871519219304767
[2] https://twitter.com/margquig/status/1287683405262487552

Top URLs in Tweet in G5:
[38] https://readerlinks.com/l/1364683
[23] https://readerlinks.com/l/1364662?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[23] https://readerlinks.com/l/1353798
[20] https://readerlinks.com/l/1362867_3127
[19] https://readerlinks.com/l/1361674_3125
[3] https://readerlinks.com/l/1353798_3109
[3] https://readerlinks.com/l/1353798?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[1] https://readerlinks.com/l/1351239_3113
[1] https://readerlinks.com/l/1361674
[1] https://readerlinks.com/l/1362867

Top URLs in Tweet in G7:
[169] https://www.gofundme.com/f/support-midwifery-in-haiti?utm_source=twitter&utm_medium=social&utm_campaign=p_cf+share-flow-1
[1] https://www.gofundme.com/url_shortener/u/yjmy95

Top URLs in Tweet in G8:
[1] https://www.youtube.com/watch?v=mqm0As33Z74&feature=youtu.be


Top URLs in Tweet in G9:
[11] http://indiebooksource.com/books-by-julie-watson/
[9] https://www.amazon.com/gp/customer-reviews/R1E9Q5ZG25PFEM/
[3] https://www.amazon.com/gp/product/B07H96WDP6/
[2] https://amazon.com/dp/B076LTNQZC
[1] https://relinks.me/B076LTNQZC
[1] 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

Top URLs in Tweet in G10:
[21] https://www.gofundme.com/f/help-black-doula-return-to-school-for-midwifery?utm_source=twitter&utm_medium=social&utm_campaign=p_cp+share-sheet
[3] https://www.gofundme.com/url_shortener/u/yfvasz
[2] https://www.gofundme.com/f/support-midwifery-in-haiti?utm_source=twitter&utm_medium=social&utm_campaign=p_cf+share-flow-1
[2] https://www.gofundme.com/f/help-black-doula-return-to-school-for-midwifery?utm_source=customer&utm_medium=copy_link-tip&utm_campaign=p_cp+share-sheet

Top Domains
Top Domains in Tweet in Entire Graph:
[259] twitter.com
[225] gofundme.com
[134] readerlinks.com
[60] co.uk
[48] nhs.uk
[37] org.uk
[33] instagram.com
[29] wordpress.com
[26] flushingcn.com
[21] tcd.ie

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

Top Domains in Tweet in G2:
[81] twitter.com
[23] nhs.uk
[22] instagram.com
[13] co.uk
[12] thehousethatneverslumbers.com
[10] tomopan.org
[7] google.com
[7] edenprivatestaff.com
[5] gofundme.com
[4] medicalworldnigeria.com

Top Domains in Tweet in G4:
[43] twitter.com
[14] org.uk
[11] healthjobsuk.com
[10] co.uk
[6] hse.ie
[5] nhs.uk
[4] plos.org
[4] saolta.ie
[4] ul.ie
[3] pacapply.com

Top Domains in Tweet in G5:
[134] readerlinks.com
[1] bookfunnel.com
[1] wordpress.com

Top Domains in Tweet in G7:
[170] gofundme.com

Top Domains in Tweet in G8:
[1] youtube.com

Top Domains in Tweet in G9:
[15] amazon.com
[11] indiebooksource.com
[1] relinks.me
[1] books2read.com

Top Domains in Tweet in G10:
[28] gofundme.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[625] wow
[625] tuesdaythoughts
[193] midwifery
[189] midwife
[110] life
[85] courage
[84] africa
[84] mothers
[84] babies
[84] read



Top Hashtags in Tweet in G2:
[37] midwife
[26] midwifery
[12] baby
[12] nurse
[9] birth
[8] childbirth
[8] obstetrics
[7] doula
[7] pregnancy
[7] nursing

Top Hashtags in Tweet in G3:
[623] wow
[623] tuesdaythoughts

Top Hashtags in Tweet in G4:
[46] midwifery
[21] midwife
[17] covid19
[12] midwives
[11] nmccouncil
[11] let
[8] nursing
[6] remoteandrural
[6] studentmidwife
[6] stayhome

Top Hashtags in Tweet in G5:
[82] bookstagram
[61] bookboost
[23] freebook
[21] books
[3] life
[2] midwife
[2] africa
[2] mothers
[2] babies
[2] read

Top Hashtags in Tweet in G8:
[2] saynotoquackery
[1] stoptrainingquacks
[1] nigerianshealthmatter

Top Hashtags in Tweet in G9:
[107] life
[83] courage
[82] midwife
[82] africa
[82] mothers
[82] babies
[82] read
[82] women
[82] perseverance
[65] memoir

Top Words
Top Words in Tweet in Entire Graph:
[3924] midwife
[1896] ol
[1508] midwifery
[1142] school
[1095] still
[990] buy
[979] mom
[969] start
[967] sister
[965] 24

Top Words in Tweet in G1:
[1892] ol
[946] hi
[946] class
[946] start
[946] aug
[946] 24
[946] mom
[946] still
[946] struggles
[946] buy

Top Words in Tweet in G2:
[566] midwife
[117] midwifery
[86] nurse
[73] birth
[71] call
[59] more
[52] baby
[48] nursing
[41] today
[41] one

Top Words in Tweet in G3:
[627] midwife
[626] watch
[625] erofernin
[624] tomhall
[623] year
[623] old
[623] baby
[623] goat
[623] #wow
[623] #tuesdaythoughts

Top Words in Tweet in G4:
[397] midwifery
[132] midwife
[70] higher
[68] care
[66] diploma
[56] see
[55] opportunity
[52] students
[47] midwivesrcm
[46] more

Top Words in Tweet in G5:
[338] dreams
[208] violet
[207] midwife
[204] between
[203] being
[193] future
[172] anxiety
[172] self
[168] doubt
[136] three

Top Words in Tweet in G6:
[174] mxenge
[173] victoria
[173] midwife
[163] today
[163] marks
[163] 35th
[163] anniversary
[163] assassination
[163] nonyamezelo
[163] activist

Top Words in Tweet in G7:
[173] midwifery
[173] haiti
[171] taylorgiavasis
[169] raising
[169] money
[169] support
[169] click
[169] donate
[4] mamababy
[4] non

Top Words in Tweet in G8:
[134] nursing
[131] midwifery
[99] state
[98] nigeria
[84] nursesonair
[60] practice
[57] midwife
[57] council
[56] nurse
[52] registered

Top Words in Tweet in G9:
[122] bornformidwife
[86] time
[83] #courage
[82] #midwife's
[82] #africa
[82] caring
[82] #mothers
[82] #babies
[82] #read
[82] #women's

Top Words in Tweet in G10:
[104] school
[97] doula
[69] hey
[64] fudiazd
[55] share
[53] midwifery
[53] go
[53] back
[53] become
[53] midwife

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[948] mom,still
[947] hi,ol
[947] ol,class
[947] class,start
[947] start,aug
[947] aug,24
[947] 24,mom
[947] still,struggles
[947] struggles,buy
[947] buy,sister

Top Word Pairs in Tweet in G1:
[946] hi,ol
[946] ol,class
[946] class,start
[946] start,aug
[946] aug,24
[946] 24,mom
[946] mom,still
[946] still,struggles
[946] struggles,buy
[946] buy,sister

Top Word Pairs in Tweet in G2:
[59] call,midwife
[53] nurse,midwife
[28] nursing,midwifery
[16] during,pregnancy
[12] covid,19
[11] speak,gp
[11] midwife,appointment
[10] certified,nurse
[10] july,strep
[10] strep,awareness

Top Word Pairs in Tweet in G3:
[623] watch,year
[623] year,old
[623] old,midwife
[623] midwife,baby
[623] baby,goat
[623] goat,#wow
[623] #wow,#tuesdaythoughts
[623] #tuesdaythoughts,erofernin
[623] erofernin,pls
[623] pls,follow

Top Word Pairs in Tweet in G4:
[66] higher,diploma
[66] diploma,midwifery
[27] apply,higher
[26] midwifery,hse
[23] closing,date
[22] midwifery,services
[21] days,left
[21] left,apply
[21] student,midwife
[21] bame,name

Top Word Pairs in Tweet in G5:
[204] violet,dreams
[203] dreams,being
[203] being,midwife
[193] between,future
[172] anxiety,self
[171] future,anxiety
[168] self,doubt
[136] doubt,three
[135] three,years
[134] make,dreams

Top Word Pairs in Tweet in G6:
[173] victoria,mxenge
[163] today,marks
[163] marks,35th
[163] 35th,anniversary
[163] anniversary,assassination
[163] assassination,nonyamezelo
[163] nonyamezelo,victoria
[163] mxenge,midwife
[163] midwife,activist
[163] activist,attorney

Top Word Pairs in Tweet in G7:
[169] raising,money
[169] money,support
[169] support,midwifery
[169] midwifery,haiti
[169] haiti,click
[169] click,donate
[168] taylorgiavasis,raising
[4] mamababy,non
[4] non,profit
[4] profit,birth

Top Word Pairs in Tweet in G8:
[105] nursing,midwifery
[55] midwifery,council
[53] council,nigeria
[50] registered,nurse
[48] nurse,midwife
[48] chairman,ondo
[48] ondo,state
[48] state,nursing
[48] midwifery,committee
[48] committee,doubles

Top Word Pairs in Tweet in G9:
[82] #midwife's,time
[82] time,#africa
[82] #africa,caring
[82] caring,#mothers
[82] #mothers,#babies
[82] #babies,#read
[82] #read,#women's
[82] #women's,#courage
[82] #courage,#perseverance
[82] #perseverance,#life

Top Word Pairs in Tweet in G10:
[53] go,back
[53] back,school
[53] school,become
[53] become,midwife
[51] help,black
[51] black,doula
[51] doula,return
[51] return,school
[51] school,midwifery
[47] midwife,please

Top Replied-To
Top Replied-To in Entire Graph:
@midwife_roya
@kiityc
@r_arkell
@sb_fasd
@clareemurph
@midwife_78
@rajamukherjee10
@jobuckard
@rachelmewes1982
@stephenmcgann

Top Replied-To in G2:
@gc_health

Top Replied-To in G3:
@tomhall
@totallygone

Top Replied-To in G4:
@uon_midwifery
@ailsagj
@saitke
@doctorsbfc
@midwivesireland
@seanatalbot
@midwifeteacher
@miloushi
@sheena_byrom
@meganclearyy5

Top Replied-To in G5:
@prosemachine
@entradabooks
@everabi1
@gabrielcox99
@pfdonato
@authorjdumas
@poetryman551
@bookpreneur
@_thiswillhurt_
@realkeribarker

Top Replied-To in G8:
@proudnursemj
@ihuezemd
@nmc_nigeria
@timilehineburu
@ifenyinwa_
@drolufunmilayo
@tweetsbyolori
@ghostrented
@sir_algon
@farirri

Top Replied-To in G10:
@cindayyz
@aggressivepet
@eye_dontcheat

Top Mentioned
Top Mentioned in Entire Graph:
@dreamchrysler
@erofernin
@tomhall
@taylorgiavasis
@valavoosh
@bornformidwife
@a_t_maburu
@lizdaviesauthor
@nursesonair
@whajotalkinbout

Top Mentioned in G1:
@dreamchrysler

Top Mentioned in G2:
@medicalworldnig
@bigreegs1985
@ngscholars
@axatshahprof
@jobblasts_ng
@ositaamakeze
@producernurse
@warksnorthccg

Top Mentioned in G3:
@erofernin
@tomhall
@bwh_nhs
@thatericalper

Top Mentioned in G4:
@midwivesrcm
@midwivesireland
@margquig
@teamcmido
@nwaft_jobs
@nmcnews
@hannahdahlen
@birtelam
@profjennygamble
@midirs

Top Mentioned in G5:
@jerowneywriter
@prosemachine
@rishabhrana02
@calzovicky
@authorbryan
@juliekusma
@ps_conway
@thekaibeck
@lisakeb007
@entradabooks

Top Mentioned in G6:
@valavoosh
@tshepomadlingo1

Top Mentioned in G7:
@taylorgiavasis

Top Mentioned in G8:
@nursesonair
@n
@ihuezemd
@revolutionurses
@timilehineburu
@lasisielenu
@theidealnurse__
@nursingworld_ng
@nrs_idreeserh
@facebook

Top Mentioned in G9:
@bornformidwife
@author_sherrieb
@w_angels_wings
@brassweb
@indiebooksource
@rcarter67606
@jpcarter47
@tomhall
@erofernin
@jerowneywriter

Top Mentioned in G10:
@fudiazd
@aggressivepet
@emanizaire
@iwangtodie
@thefunmiagboola
@cindayyz
@taylorgiavasis
@eye_dontcheat

Top Tweeters
Top Tweeters in Entire Graph:
@virginmedia
@paul_cude
@alhanda
@nblackthorne
@edinburghwatch
@bella623
@raymond_norman
@w_angels_wings
@susanneleist
@independent

Top Tweeters in G1:
@marieyelo
@mlobrovich
@jaydestarlight
@moninnerchild
@johnnychandria
@honeybe02577966
@iamjenierose
@kltaki
@yoon7iddies
@twinstails

Top Tweeters in G2:
@soulecting
@eiken_1
@wzbc_live
@fiveminutewords
@char_lawyer
@jobsdomain
@leschique
@cardsrhumorous
@joesummerville_
@josh__ik

Top Tweeters in G3:
@susanneleist
@almalah1411
@bellalilli16
@carolmaewy
@purplegarter1
@jamesjava
@ghofmar
@ele9061
@boriquagoddess
@fedupofpollys

Top Tweeters in G4:
@lyn_las
@owhreoluwa
@juliebhunt
@wenurses
@jennythem
@kathevans2
@sheena_byrom
@rioghal
@whoseshoes
@nickisnpdx

Top Tweeters in G5:
@freeboostpromo
@chadschimke
@sherryink
@lynne_jean
@isobelcarr
@gabrielconstans
@wrix2
@jesssfrankel
@byloveelissa
@gladwethoughtof

Top Tweeters in G6:
@mijeaux
@drinkopoppapi
@_sphesihlem
@__tshepo
@nkanyiso_ngqulu
@kariexx_
@_cosatu
@dr_nxledi
@tauriqmoosa
@_nwai

Top Tweeters in G7:
@sinistaswindla_
@mendeshined
@pinkpolaroids
@kneferhetep
@sisii01
@marionbizzle76
@deswheels
@gilinskyouths
@jaelynks
@bornofthedivine

Top Tweeters in G8:
@kemaaayyyy
@mobilepunch
@jahmalusen
@holar_folarin
@tholar_williams
@drolufunmilayo
@mskayleebrownie
@ore_akiinde
@sir_algon
@dhhanieey

Top Tweeters in G9:
@paul_cude
@alhanda
@nblackthorne
@bella623
@raymond_norman
@w_angels_wings
@janromes
@cherrymischivus
@marylschmidt
@edjlazar

Top Tweeters in G10:
@princesseva43
@pen_bird
@jamaicansharon_
@misandryofnaath
@goldenoptimism
@jasdagod_
@mindjupiter
@supasaiyaneedee
@theogoracle
@disneyonfilm