#NormalBirth19, Twitter, 6/19/2019 1:32:24 PM, 200470


FAQ | Problem?

#NormalBirth19_2019-06-19_06-15-20.xlsx
#NormalBirth19_2019-06-19_06-15-20.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
June 19, 2019
Short Description:
#NormalBirth19 via NodeXL http://bit.ly/2Iq86PZ
@sagefemmesb
@normalbirthconf
@jenistevenss2s
@mayra_k11
@lia_bri
@uccmidwifery
@jamestitcombe
@kajsabrimdyr
@octaviawiseman
@marynewburn1

Top hashtags:
#normalbirth19
#skintoskin
#rcog2019
#caesareansection

Description:
Description
The graph represents a network of 746 Twitter users whose recent tweets contained "#NormalBirth19", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 19 June 2019 at 13:17 UTC.

The tweets in the network were tweeted over the 9-day, 16-hour, 0-minute period from Sunday, 09 June 2019 at 21:14 UTC to Wednesday, 19 June 2019 at 13:14 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 : 746
Unique Edges : 2953
Edges With Duplicates : 3926
Total Edges : 6879
Self-Loops : 211
Reciprocated Vertex Pair Ratio : 0.105790645879733
Reciprocated Edge Ratio : 0.191339375629406
Connected Components : 5
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 742
Maximum Edges in a Connected Component : 6871
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.827803
Graph Density : 0.00714684131925077
Modularity : 0.226092
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199906
[9] https://twitter.com/drraggarwal/status/1140552604512133120
[8] https://www.sciencedirect.com/science/article/pii/S0140673618319305
[7] https://twitter.com/RCObsGyn/status/1140521605749248000
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=200194
[6] https://scholar.google.co.uk/scholar?hl=en&as_sdt=0%2C5&q=non-patient+and+non-visitor%3A+a+metasynthesis+fathers+encounters+with&btnG=#d=gs_qabs&u=%23p%3DCSMRBfFzCbQJ
[5] https://m.soundcloud.com/pinterandmartin/sprogcast-episode-34-maternal-request-caesarean-february-2018
[5] https://www.familyincluded.com/
[4] https://reproductive-health-journal.biomedcentral.com/articles/10.1186/s12978-019-0729-2
[4] https://www.who.int/maternal_child_adolescent/topics/quality-of-care/midwifery/strengthening-midwifery-education/en/

Top URLs in Tweet in G1:
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199906
[7] https://twitter.com/drraggarwal/status/1140552604512133120
[6] https://twitter.com/RCObsGyn/status/1140521605749248000
[3] https://twitter.com/kaylesley6/status/1141246055398432768
[3] https://m.soundcloud.com/pinterandmartin/sprogcast-episode-34-maternal-request-caesarean-february-2018
[3] https://twitter.com/sagefemmesb/status/1140315842632138752
[2] https://www.sciencedirect.com/science/article/pii/S0140673618319305
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=200194
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199943
[2] https://www.familyincluded.com/

Top URLs in Tweet in G2:
[4] https://scholar.google.co.uk/scholar?hl=en&as_sdt=0%2C5&q=non-patient+and+non-visitor%3A+a+metasynthesis+fathers+encounters+with&btnG=#d=gs_qabs&u=%23p%3DCSMRBfFzCbQJ
[3] https://www.sciencedirect.com/science/article/pii/S0140673618319305
[2] https://www.youtube.com/watch?v=J8dTjNSbv9M&feature=youtu.be

[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=200194
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199906
[2] https://twitter.com/sagefemmesb/status/1140544951526273024
[1] https://www.bmj.com/content/350/bmj.h2410
[1] https://obgyn.onlinelibrary.wiley.com/doi/full/10.1111/aogs.12582#.XQdXNnq01_k.twitter
[1] https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0180846
[1] https://onlinelibrary.wiley.com/doi/full/10.1111/birt.12348#

Top URLs in Tweet in G3:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=200194
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199906
[2] https://www.familyincluded.com/
[1] https://www.childandfamilyblog.com/early-childhood-development/early-social-emotional/
[1] https://familyincluded.com/
[1] https://normalbirthconference.com/2019/05/20/global-action-to-promote-normal-birth-summary-of-exchanges-midwifery-research-network-oct-nov-2018/
[1] https://twitter.com/SagefemmeSB/status/1140316275220131840
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=200279
[1] https://twitter.com/Stringer4Kate/status/1140922263975469056
[1] https://twitter.com/maximaxh/status/1140917493671825409

Top URLs in Tweet in G4:
[3] https://www.sciencedirect.com/science/article/pii/S0140673618319305
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199958
[2] https://www.midwiferyjournal.com/article/S0266-6138(13)00204-0/fulltext
[2] https://www.who.int/maternal_child_adolescent/topics/quality-of-care/midwifery/strengthening-midwifery-education/en/
[2] https://reproductive-health-journal.biomedcentral.com/articles/10.1186/s12978-019-0729-2
[1] https://www.ncbi.nlm.nih.gov/m/pubmed/29496385/
[1] https://www.sciencedirect.com/science/article/pii/S0266613819300786
[1] https://onlinelibrary.wiley.com/doi/pdf/10.1111/1471-0528.14057
[1] https://scholar.google.co.uk/scholar?hl=en&as_sdt=0%2C5&q=non-patient+and+non-visitor%3A+a+metasynthesis+fathers+encounters+with&btnG=#d=gs_qabs&u=%23p%3DCSMRBfFzCbQJ
[1] https://m.soundcloud.com/pinterandmartin/sprogcast-episode-34-maternal-request-caesarean-february-2018

Top URLs in Tweet in G5:
[1] https://twitter.com/hannahdahlen/status/1140561595669635072
[1] https://reproductive-health-journal.biomedcentral.com/articles/10.1186/s12978-019-0729-2
[1] https://vimeo.com/ondemand/thesearemyhours/283507754
[1] https://www.sciencedirect.com/science/article/pii/S1877575619300400
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199906

Top URLs in Tweet in G6:
[1] https://twitter.com/sagefemmesb/status/1140542807406469120
[1] https://twitter.com/PathwayTara/status/1140554063144194050
[1] https://twitter.com/luciagreenwich/status/1140715621447086081
[1] https://twitter.com/rikkemaimburg/status/1140931712614113280

Top URLs in Tweet in G8:
[2] https://twitter.com/uonmidwifery/status/1140869517582753792

Top URLs in Tweet in G9:
[1] http://r.socialstudio.radian6.com/d304efed-e63e-4ee8-ae8d-19e333804b2c
[1] http://r.socialstudio.radian6.com/351eee64-103d-4d52-bbcd-634bceaa687b
[1] http://r.socialstudio.radian6.com/f6b8274c-5501-4436-bcc0-bd9acb3fc6aa

Top Domains
Top Domains in Tweet in Entire Graph:
[77] twitter.com
[29] nodexlgraphgallery.org
[10] sciencedirect.com
[8] co.uk
[7] biomedcentral.com
[6] familyincluded.com
[6] wiley.com
[5] soundcloud.com
[5] midwiferyjournal.com
[4] who.int

Top Domains in Tweet in G1:
[36] twitter.com
[13] nodexlgraphgallery.org
[3] soundcloud.com
[2] sciencedirect.com
[2] biomedcentral.com
[2] familyincluded.com
[1] all4maternity.com
[1] maternaljournal.org
[1] dropbox.com
[1] instagram.com

Top Domains in Tweet in G2:
[13] twitter.com
[5] wiley.com
[5] co.uk
[5] nodexlgraphgallery.org
[4] youtube.com
[3] sciencedirect.com
[2] plos.org
[2] biomedcentral.com
[2] midwiferyjournal.com
[1] bmj.com

Top Domains in Tweet in G3:
[16] twitter.com
[6] nodexlgraphgallery.org
[3] familyincluded.com
[1] childandfamilyblog.com
[1] normalbirthconference.com
[1] co.uk
[1] plos.org
[1] ac.uk
[1] wordpress.com

Top Domains in Tweet in G4:
[5] twitter.com
[4] sciencedirect.com
[4] nodexlgraphgallery.org
[2] midwiferyjournal.com
[2] who.int
[2] biomedcentral.com
[1] nih.gov
[1] wiley.com
[1] co.uk
[1] soundcloud.com

Top Domains in Tweet in G5:
[1] twitter.com
[1] biomedcentral.com
[1] vimeo.com
[1] sciencedirect.com
[1] nodexlgraphgallery.org

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

Top Domains in Tweet in G8:
[2] twitter.com

Top Domains in Tweet in G9:
[3] radian6.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1984] normalbirth19
[69] skintoskin
[52] rcog2019
[33] caesareansection
[25] celebratebreastfeeding
[20] midwives
[20] mainn19
[19] grangeoversands
[18] algorithm
[15] squaringthecircle



Top Hashtags in Tweet in G1:
[785] normalbirth19
[26] rcog2019
[16] skintoskin
[8] caesareansection
[8] grangeoversands
[8] media
[8] celebratebreastfeeding
[7] pechakucha
[7] mainn19
[7] woman

Top Hashtags in Tweet in G2:
[647] normalbirth19
[24] skintoskin
[13] rcog2019
[11] caesareansection
[11] research
[10] csection
[8] bigdata
[8] midwives
[8] increasingphysiologicalbirth
[8] serviceuserinvolvement

Top Hashtags in Tweet in G3:
[206] normalbirth19
[7] rcog2019
[5] skintoskin
[4] midwifery
[3] grangeoversands
[3] squaringthecircle
[3] wareeratjittitaworn
[3] qmnc
[2] midwiferyeducation
[2] midwiferyeducator

Top Hashtags in Tweet in G4:
[244] normalbirth19
[23] skintoskin
[13] caesareansection
[13] celebratebreastfeeding
[7] algorithm
[7] poppietrial
[6] mainn19
[5] cesarean
[5] rcog2019
[5] midwives

Top Hashtags in Tweet in G5:
[66] normalbirth19
[2] ceciliajevitt
[1] midwiferyeducation
[1] midwiferyeducator
[1] skillassessments
[1] obsmarleentennerman
[1] oliviawiseman
[1] pregnancycircles
[1] skintoskin
[1] caesareansection

Top Hashtags in Tweet in G6:
[9] normalbirth19
[3] epopeteam
[1] womenempowerment
[1] inserm1153
[1] midwiferyunits
[1] epimoms
[1] maternitycare

Top Hashtags in Tweet in G7:
[8] normalbirth19
[1] oasi

Top Hashtags in Tweet in G8:
[8] normalbirth19

Top Hashtags in Tweet in G9:
[8] normalbirth19

Top Hashtags in Tweet in G10:
[3] normalbirth19

Top Words
Top Words in Tweet in Entire Graph:
[2693] Words in Sentiment List#1: Positive
[875] Words in Sentiment List#2: Negative
[5] Words in Sentiment List#3: Angry/Violent
[55131] Non-categorized Words
[58699] Total Words
[1984] #normalbirth19
[544] normalbirthconf
[474] sagefemmesb
[453] birth
[428] women

Top Words in Tweet in G1:
[785] #normalbirth19
[246] normalbirthconf
[231] sagefemmesb
[164] women
[160] birth
[127] s
[114] hannahdahlen
[92] jenistevenss2s
[75] godfrey_isaacs
[70] care

Top Words in Tweet in G2:
[647] #normalbirth19
[152] birth
[137] women
[124] normalbirthconf
[114] sagefemmesb
[94] jenistevenss2s
[86] s
[74] kajsabrimdyr
[73] care
[66] caesarean

Top Words in Tweet in G3:
[206] #normalbirth19
[121] normalbirthconf
[67] sagefemmesb
[41] birth
[37] grange
[33] women
[29] week
[29] next
[29] researchers
[26] ll

Top Words in Tweet in G4:
[244] #normalbirth19
[73] women
[67] birth
[66] continuity
[57] kajsabrimdyr
[54] jenistevenss2s
[53] sagefemmesb
[49] lia_bri
[32] normalbirthconf
[29] midwifery

Top Words in Tweet in G5:
[66] #normalbirth19
[22] jamestitcombe
[21] t
[18] normalbirthconf
[16] help
[16] find
[16] out
[15] concerning
[14] messages
[14] coming

Top Words in Tweet in G6:
[17] normal
[16] birth
[13] une
[13] femme
[12] anne_chantry
[10] et
[9] conference
[9] #normalbirth19
[9] d
[7] à

Top Words in Tweet in G7:
[8] #normalbirth19
[5] sandalljane
[5] clahrc_sl
[5] lifecourse_kcl
[4] james_harris
[3] implementation
[3] kirstie_coxon
[3] stakeholders
[3] views
[3] new

Top Words in Tweet in G8:
[12] claire
[11] s
[9] dr
[9] clews
[8] #normalbirth19
[7] findings
[7] women
[6] labour
[6] birth
[6] water

Top Words in Tweet in G9:
[8] #normalbirth19
[4] over
[4] download
[3] out
[3] freebook
[3] women
[3] breastfeeding
[3] today
[3] more
[2] conference

Top Words in Tweet in G10:
[3] #normalbirth19
[3] inspiración
[3] agradecimiento
[3] matronas
[3] empoderada
[3] evidencia
[3] científica
[3] actualización
[3] práctica
[3] clínica

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[190] jenistevenss2s,#normalbirth19
[138] #normalbirth19,normalbirthconf
[89] marleen,tennerman
[81] soo,downe
[75] normalbirthconf,#normalbirth19
[74] normal,birth
[74] #normalbirth19,conference
[74] fran,mcconville
[68] caesarean,section
[61] 2020,year

Top Word Pairs in Tweet in G1:
[70] jenistevenss2s,#normalbirth19
[62] #normalbirth19,normalbirthconf
[38] soo,downe
[36] fran,mcconville
[34] normalbirthconf,#normalbirth19
[32] marleen,tennerman
[30] caesarean,section
[24] listening,women
[24] 2020,year
[23] women,radical

Top Word Pairs in Tweet in G2:
[73] jenistevenss2s,#normalbirth19
[44] #normalbirth19,normalbirthconf
[31] caesarean,section
[31] #normalbirth19,conference
[30] marleen,tennerman
[27] soo,downe
[25] fran,mcconville
[23] caesarean,sections
[22] reduce,unnecessary
[21] duncan,fisher

Top Word Pairs in Tweet in G3:
[28] #normalbirth19,grange
[26] week,#normalbirth19
[24] ll,lots
[24] lots,opportunity
[24] opportunity,debate
[24] debate,phenomena
[24] phenomena,next
[24] next,week
[24] grange,top
[24] top,researchers

Top Word Pairs in Tweet in G4:
[36] jenistevenss2s,#normalbirth19
[17] duncan,fisher
[17] marleen,tennerman
[17] dunkleybent,midwife_claire
[16] midwife_claire,saschawells
[16] saschawells,tomlinneil
[16] tomlinneil,barbarakuypers
[16] barbarakuypers,1jennyhughes
[16] 1jennyhughes,jessreadmidwife
[15] jennythem,yanarichens

Top Word Pairs in Tweet in G5:
[16] t,help
[16] out,#normalbirth19
[14] help,find
[14] find,messages
[14] messages,coming
[14] coming,out
[14] #normalbirth19,concerning
[14] concerning,frustrating
[14] frustrating,see
[14] see,discussions

Top Word Pairs in Tweet in G6:
[15] normal,birth
[9] birth,conference
[6] feel,grateful
[6] grateful,received
[6] received,1st
[6] 1st,scientific
[6] scientific,price
[6] price,normal
[6] conference,poster
[6] poster,reported

Top Word Pairs in Tweet in G7:
[5] clahrc_sl,lifecourse_kcl
[3] sandalljane,#normalbirth19
[3] #normalbirth19,kirstie_coxon
[3] kirstie_coxon,clahrc_sl
[3] lifecourse_kcl,stakeholders
[3] stakeholders,views
[3] views,new
[3] new,continuity
[3] continuity,team
[2] warm,compress

Top Word Pairs in Tweet in G8:
[8] dr,claire
[8] claire,clews
[6] labour,birth
[6] birth,water
[6] water,women
[6] women,s
[6] s,narratives
[5] uon,s
[5] s,dr
[5] clews,presents

Top Word Pairs in Tweet in G9:
[3] breastfeeding,download
[2] #normalbirth19,delegates
[2] freebook,today
[2] discover,more
[2] more,support
[2] support,women
[2] women,breastfeeding

Top Word Pairs in Tweet in G10:
[3] #normalbirth19,inspiración
[3] inspiración,agradecimiento
[3] agradecimiento,matronas
[3] matronas,empoderada
[3] empoderada,evidencia
[3] evidencia,científica
[3] científica,actualización
[3] actualización,práctica
[3] práctica,clínica
[2] investigación,investigación

Top Replied-To
Top Replied-To in Entire Graph:
@normalbirthconf
@sagefemmesb
@sandalljane
@wemidwives
@mayra_k11
@neel_shah
@hannahdahlen
@katibyil
@drtedros
@mamadaktari

Top Replied-To in G1:
@normalbirthconf
@wemidwives
@sagefemmesb
@neel_shah
@sandalljane
@susancrowthermw
@alyseinion
@jamestitcombe
@slstride
@drtedros

Top Replied-To in G2:
@sagefemmesb
@jennythem
@sandalljane
@mamadaktari
@katibyil
@jenistevenss2s
@mayra_k11
@beverleyturner
@humanisingbirth
@rikkemaimburg

Top Replied-To in G3:
@helen_shallow
@profmarysteen
@rachelrowe3
@beverleyturner
@gorissenwim
@subarnaghosh
@janethemidwife
@maryrenfrew
@nanstrauss
@bicsoc

Top Replied-To in G4:
@kajsabrimdyr
@drtedros
@umichobgyn_res
@jenistevenss2s

Top Replied-To in G5:
@gibblejo
@hallmum5
@n_montgom_brown
@normalbirthconf
@kendrashortmw
@lizzicollinge
@thedivinemiss_p

Top Replied-To in G7:
@james_harris

Top Mentioned
Top Mentioned in Entire Graph:
@normalbirthconf
@sagefemmesb
@jenistevenss2s
@hannahdahlen
@kajsabrimdyr
@lia_bri
@sandalljane
@godfrey_isaacs
@ukgsosa
@mayra_k11

Top Mentioned in G1:
@normalbirthconf
@sagefemmesb
@hannahdahlen
@jenistevenss2s
@godfrey_isaacs
@sandalljane
@ukgsosa
@octaviawiseman
@humanisingbirth
@susancrowthermw

Top Mentioned in G2:
@normalbirthconf
@sagefemmesb
@jenistevenss2s
@kajsabrimdyr
@hannahdahlen
@mamadaktari
@norris99sarah
@lia_bri
@ukgsosa
@midwifebec

Top Mentioned in G3:
@normalbirthconf
@sagefemmesb
@hannahdahlen
@mayra_k11
@marynewburn1
@sandalljane
@evitafernandez6
@ukgsosa
@jenistevenss2s
@stringer4kate

Top Mentioned in G4:
@kajsabrimdyr
@jenistevenss2s
@sagefemmesb
@lia_bri
@normalbirthconf
@jennythem
@hannahdahlen
@yanarichens
@dunkleybent
@sandalljane

Top Mentioned in G5:
@jamestitcombe
@normalbirthconf
@uclh
@sagefemmesb
@evitafernandez6
@jenistevenss2s
@marynewburn1
@stringer4kate
@ellismarianne
@drtraceyc

Top Mentioned in G6:
@anne_chantry
@leraygo
@inserm
@normalbirthconf
@godfrey_isaacs
@sagefem
@luciagreenwich
@midwiferyunits
@adriengantois
@sophiegoyet

Top Mentioned in G7:
@sandalljane
@clahrc_sl
@lifecourse_kcl
@kirstie_coxon
@james_harris
@nhsmatreview
@octaviawiseman
@normalbirthconf

Top Mentioned in G8:
@uonmidwifery
@uonmidsoc
@uninhantsfhs
@jacobsaranga
@helenpoole2
@midwifebec
@vanorahundley
@evan

Top Mentioned in G10:
@heyimi

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@mtv
@frozenwarning
@windermereapp
@lexitluther
@jennythem
@sagefemmesb
@shaunlintern
@asahely
@4adsthepoet

Top Tweeters in G1:
@lexitluther
@jennythem
@asahely
@christi85573643
@midwifesupastar
@luybenans
@hibowardere
@carolynhastie
@lizmayessex
@evanteijlingen

Top Tweeters in G2:
@chidambara09
@mtv
@windermereapp
@sagefemmesb
@4adsthepoet
@teunemans
@thelovelymaeve
@helengrayibclc
@kirstiemallsopp
@who

Top Tweeters in G3:
@hrw
@borntoosoonkh
@castrocloud
@vivianfrancos
@feminisminindia
@fwmaternity
@cumfycritter09
@mawadahoyy
@cortina_borja
@mohfw_india

Top Tweeters in G4:
@kennygibsonnhs
@russhogarth
@refugees
@wemidwives
@fairsnape
@mrsbosanquet
@nhsengland
@jacquegerrard
@wendyjnicholson
@kookie31

Top Tweeters in G5:
@shaunlintern
@giletgirl
@jamestitcombe
@heslinglaolcom
@fibroidsupport
@norm
@kathymurphy0
@uclan
@maryotoole10
@suesmithdn

Top Tweeters in G6:
@sophiegoyet
@inserm
@mp_picard
@mbtc_sf
@guerroudjnour
@princeless_
@leraygo
@bstrandman
@valgeorge222
@adriengantois

Top Tweeters in G7:
@naokody
@rjwrm
@kaylamarls
@clahrc_sl
@james_harris
@lifecourse_kcl
@nhsmatreview
@d_xhana

Top Tweeters in G8:
@helenpoole2
@jacobsaranga
@uonmidwifery
@lottieblunden
@uninhantsfhs
@uonmidsoc
@__jaycie

Top Tweeters in G9:
@frozenwarning
@routledge_phsc
@midwifeirene
@whiterosemidwi1

Top Tweeters in G10:
@estudioclinico
@macarencia
@heyimi