#NormalBirth19, Twitter, 6/17/2019 6:13:50 PM, 200279


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#NormalBirth19_2019-06-17_11-05-29.xlsx
#NormalBirth19_2019-06-17_11-05-29.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
June 17, 2019
Short Description:
#NormalBirth19 via NodeXL http://bit.ly/2IlVg57
@sagefemmesb
@normalbirthconf
@jenistevenss2s
@mayra_k11
@thelovelymaeve
@stringer4kate
@marynewburn1
@octaviawiseman
@ellamaclictor
@hallmum5

Top hashtags:
#normalbirth19
#rcog2019
#caesareansection
#mainn19

Description:
Description
The graph represents a network of 440 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 Monday, 17 June 2019 at 18:06 UTC.

The tweets in the network were tweeted over the 9-day, 15-hour, 23-minute period from Saturday, 08 June 2019 at 02:40 UTC to Monday, 17 June 2019 at 18:04 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 : 440
Unique Edges : 1578
Edges With Duplicates : 1482
Total Edges : 3060
Self-Loops : 110
Reciprocated Vertex Pair Ratio : 0.102777777777778
Reciprocated Edge Ratio : 0.18639798488665
Connected Components : 10
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 414
Maximum Edges in a Connected Component : 3021
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.694602
Graph Density : 0.0102764547525368
Modularity : 0.282131
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199906
[8] https://twitter.com/drraggarwal/status/1140552604512133120
[7] https://twitter.com/RCObsGyn/status/1140521605749248000
[6] https://www.sciencedirect.com/science/article/pii/S0140673618319305
[5] 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
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199958
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=200194
[4] https://twitter.com/sagefemmesb/status/1140315842632138752
[3] https://twitter.com/hannahdahlen/status/1140561595669635072
[3] https://www.familyincluded.com/

Top URLs in Tweet in G1:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199906
[3] https://twitter.com/drraggarwal/status/1140552604512133120
[2] https://www.sciencedirect.com/science/article/pii/S0140673618319305
[2] https://twitter.com/normalbirthconf/status/1138202344884244480
[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://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://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=200194
[1] https://twitter.com/RCObsGyn/status/1140521605749248000

Top URLs in Tweet in G2:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199906
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=200194
[3] https://twitter.com/sagefemmesb/status/1140315842632138752
[2] https://www.birthyouinlove.com/spoken-word/
[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://www.sciencedirect.com/science/article/pii/S0140673618319305
[1] https://twitter.com/marc_smith/status/1139262412459167745
[1] https://twitter.com/SagefemmeSB/status/1140316275220131840
[1] https://twitter.com/ukgsosa/status/1140181986054742016
[1] https://twitter.com/humanisingbirth/status/1140568674367148032

Top URLs in Tweet in G3:
[6] https://twitter.com/RCObsGyn/status/1140521605749248000
[5] https://twitter.com/drraggarwal/status/1140552604512133120
[3] https://www.familyincluded.com/
[3] 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
[2] https://www.sciencedirect.com/science/article/pii/S0140673618319305
[2] https://twitter.com/hannahdahlen/status/1140561595669635072
[2] https://twitter.com/sagefemmesb/status/1140544951526273024
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199906
[1] https://onlinelibrary.wiley.com/doi/pdf/10.1111/1471-0528.14057
[1] https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0215098

Top URLs in Tweet in G4:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199958
[1] https://www.sciencedirect.com/science/article/pii/S0140673618319305
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199906
[1] https://twitter.com/humanisingbirth/status/1140568105242021888
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=199943
[1] https://twitter.com/marc_smith/status/1139262412459167745
[1] https://www.all4maternity.com/

Top URLs in Tweet in G7:
[1] https://twitter.com/sagefemmesb/status/1140542807406469120
[1] https://twitter.com/pathwaytara/status/1140554063144194050

Top URLs in Tweet in G8:
[1] https://twitter.com/normalbirthconf/status/1138308524734406656
[1] http://r.socialstudio.radian6.com/f6b8274c-5501-4436-bcc0-bd9acb3fc6aa
[1] http://r.socialstudio.radian6.com/351eee64-103d-4d52-bbcd-634bceaa687b

Top Domains
Top Domains in Tweet in Entire Graph:
[46] twitter.com
[21] nodexlgraphgallery.org
[6] sciencedirect.com
[5] co.uk
[4] familyincluded.com
[2] birthyouinlove.com
[2] plos.org
[2] radian6.com
[1] normalbirthconference.com
[1] ac.uk

Top Domains in Tweet in G1:
[10] twitter.com
[8] nodexlgraphgallery.org
[2] sciencedirect.com
[1] childandfamilyblog.com
[1] familyincluded.com
[1] normalbirthconference.com
[1] co.uk
[1] ac.uk
[1] plos.org

Top Domains in Tweet in G2:
[10] twitter.com
[7] nodexlgraphgallery.org
[2] birthyouinlove.com
[1] co.uk
[1] sciencedirect.com

Top Domains in Tweet in G3:
[21] twitter.com
[3] familyincluded.com
[3] co.uk
[2] nodexlgraphgallery.org
[2] sciencedirect.com
[1] wiley.com
[1] plos.org

Top Domains in Tweet in G4:
[4] nodexlgraphgallery.org
[2] twitter.com
[1] sciencedirect.com
[1] all4maternity.com

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

Top Domains in Tweet in G8:
[2] radian6.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[912] normalbirth19
[32] rcog2019
[27] caesareansection
[20] mainn19
[18] grangeoversands
[16] skintoskin
[15] celebratebreastfeeding
[10] bigdata
[9] inittogether
[8] this



Top Hashtags in Tweet in G1:
[203] normalbirth19
[9] rcog2019
[7] grangeoversands
[5] mainn19
[4] inittogether
[4] poppietrial
[4] midwives
[3] this
[3] skintoskin
[3] obsmarleentennerman

Top Hashtags in Tweet in G2:
[167] normalbirth19
[8] grangeoversands
[4] midwiferyeducation
[4] midwiferyeducator
[4] skillassessments
[4] mainn19
[4] squaringthecircle
[3] skintoskin
[3] midwives
[3] rcog2019

Top Hashtags in Tweet in G3:
[464] normalbirth19
[20] rcog2019
[19] caesareansection
[10] bigdata
[6] proud
[5] mainn19
[5] first
[5] keynote
[5] csection
[5] this

Top Hashtags in Tweet in G4:
[40] normalbirth19
[8] celebratebreastfeeding
[7] skintoskin
[6] mainn19
[5] caesareansection
[1] breastfeedingcelebrationweek
[1] bfw
[1] passionateadvocates
[1] grangeoversands

Top Hashtags in Tweet in G5:
[2] normalbirth19

Top Hashtags in Tweet in G6:
[14] normalbirth19
[5] increasingphysiologicalbirth
[5] serviceuserinvolvement
[5] publicengagement
[5] research
[2] lakedistrict
[1] researchculture

Top Hashtags in Tweet in G7:
[5] normalbirth19
[1] epopeteam
[1] inserm1153
[1] womenempowerment

Top Hashtags in Tweet in G8:
[8] normalbirth19

Top Hashtags in Tweet in G9:
[4] normalbirth19

Top Hashtags in Tweet in G10:
[4] normalbirth19

Top Words
Top Words in Tweet in Entire Graph:
[1101] Words in Sentiment List#1: Positive
[290] Words in Sentiment List#2: Negative
[5] Words in Sentiment List#3: Angry/Violent
[23013] Non-categorized Words
[24404] Total Words
[912] #normalbirth19
[277] normalbirthconf
[242] sagefemmesb
[188] birth
[149] women

Top Words in Tweet in G1:
[203] #normalbirth19
[94] normalbirthconf
[64] sagefemmesb
[41] grange
[40] week
[37] next
[36] top
[35] hannahdahlen
[35] lots
[34] ll

Top Words in Tweet in G2:
[167] #normalbirth19
[89] normalbirthconf
[85] sagefemmesb
[37] hannahdahlen
[36] stringer4kate
[30] birth
[29] evitafernandez6
[27] grange
[26] week
[26] s

Top Words in Tweet in G3:
[464] #normalbirth19
[109] birth
[94] women
[81] normalbirthconf
[78] sagefemmesb
[76] jenistevenss2s
[74] s
[64] research
[62] tennerman
[46] conference

Top Words in Tweet in G4:
[40] #normalbirth19
[18] jenistevenss2s
[17] yanarichens
[17] jennythem
[16] week
[15] dunkleybent
[13] sagefemmesb
[13] midwife_claire
[12] saschawells
[12] tomlinneil

Top Words in Tweet in G5:
[8] uclh
[7] superb
[7] response
[7] concerns
[7] raised
[7] posters
[7] today
[7] hopefully
[7] example
[7] trusts

Top Words in Tweet in G6:
[14] #normalbirth19
[12] abuhb_maternity
[11] emma_mills1971
[11] presenting
[7] midwives
[7] abuhb_research
[6] cherimidwife
[6] representing
[5] enjoyed
[5] #increasingphysiologicalbirth

Top Words in Tweet in G7:
[11] une
[11] femme
[8] normal
[8] d
[7] birth
[7] et
[6] à
[5] #normalbirth19
[5] il
[5] est

Top Words in Tweet in G8:
[8] #normalbirth19
[3] download
[2] tweets
[2] conference
[2] out
[2] stall
[2] midwives
[2] over
[2] discover
[2] more

Top Words in Tweet in G9:
[7] women
[4] #normalbirth19
[4] allisoncummins2
[3] lia_bri
[3] midwives
[3] continuity
[3] models
[3] strengthening
[3] s
[3] capabilities

Top Words in Tweet in G10:
[4] #normalbirth19
[3] super
[3] excited
[3] heading
[3] tomorrow
[3] programme
[3] looks
[3] awesome
[3] delighted
[3] speaking

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[111] jenistevenss2s,#normalbirth19
[57] marleen,tennerman
[56] #normalbirth19,grange
[56] week,#normalbirth19
[55] #normalbirth19,normalbirthconf
[52] next,week
[50] ll,lots
[50] lots,opportunity
[50] opportunity,debate
[50] debate,phenomena

Top Word Pairs in Tweet in G1:
[36] week,#normalbirth19
[36] #normalbirth19,grange
[33] ll,lots
[33] lots,opportunity
[33] opportunity,debate
[33] debate,phenomena
[33] phenomena,next
[33] next,week
[33] grange,top
[33] top,researchers

Top Word Pairs in Tweet in G2:
[16] normalbirthconf,#normalbirth19
[15] jenistevenss2s,#normalbirth19
[13] week,#normalbirth19
[13] normalbirthconf,sagefemmesb
[12] #normalbirth19,normalbirthconf
[11] next,week
[11] #normalbirth19,grange
[11] soo,downe
[10] normalbirthconf,ll
[10] ll,lots

Top Word Pairs in Tweet in G3:
[71] jenistevenss2s,#normalbirth19
[32] #normalbirth19,normalbirthconf
[30] soo,downe
[30] duncan,fisher
[29] marleen,tennerman
[23] #normalbirth19,conference
[20] sagefemmesb,wonderful
[19] kati,edwards
[19] caesarean,section
[18] #normalbirth19,marleen

Top Word Pairs in Tweet in G4:
[13] dunkleybent,midwife_claire
[12] jenistevenss2s,#normalbirth19
[12] midwife_claire,saschawells
[12] saschawells,tomlinneil
[12] tomlinneil,barbarakuypers
[12] barbarakuypers,1jennyhughes
[12] 1jennyhughes,jessreadmidwife
[11] yanarichens,dunkleybent
[11] jessreadmidwife,hurrah
[10] jennythem,yanarichens

Top Word Pairs in Tweet in G5:
[7] superb,response
[7] response,uclh
[7] uclh,concerns
[7] concerns,raised
[7] raised,posters
[7] posters,today
[7] today,hopefully
[7] hopefully,example
[7] example,trusts
[7] trusts,follow

Top Word Pairs in Tweet in G6:
[7] abuhb_maternity,abuhb_research
[6] midwives,emma_mills1971
[6] emma_mills1971,cherimidwife
[6] cherimidwife,representing
[6] representing,abuhb_maternity
[6] abuhb_research,presenting
[6] presenting,#normalbirth19
[5] enjoyed,presenting
[5] presenting,#increasingphysiologicalbirth
[5] #increasingphysiologicalbirth,#serviceuserinvolvement

Top Word Pairs in Tweet in G7:
[6] normal,birth
[5] à,normal
[5] birth,il
[5] il,est
[5] est,question
[5] question,forte
[5] forte,relation
[5] relation,entre
[5] entre,une
[5] une,femme

Top Word Pairs in Tweet in G8:
[2] discover,more
[2] more,support
[2] support,women
[2] women,breastfeeding
[2] breastfeeding,download
[2] freebook,today

Top Word Pairs in Tweet in G9:
[3] lia_bri,midwives
[3] midwives,continuity
[3] continuity,models
[3] models,strengthening
[3] strengthening,women
[3] women,s
[3] s,capabilities
[3] capabilities,facilitating
[3] facilitating,choice
[3] choice,control

Top Word Pairs in Tweet in G10:
[3] super,excited
[3] excited,heading
[3] heading,#normalbirth19
[3] #normalbirth19,tomorrow
[3] tomorrow,programme
[3] programme,looks
[3] looks,awesome
[3] awesome,delighted
[3] delighted,speaking
[2] kykywatson,super

Top Replied-To
Top Replied-To in Entire Graph:
@neel_shah
@sagefemmesb
@normalbirthconf
@katibyil
@janethemidwife
@hannahdahlen
@susancrowthermw
@helen_shallow
@mamadaktari
@frankacadee

Top Replied-To in G1:
@normalbirthconf
@gorissenwim
@profmarysteen
@franmcconville
@janethemidwife
@subarnaghosh
@olvindarm
@clahrc_sl
@sagefemmesb
@susancrowthermw

Top Replied-To in G2:
@sagefemmesb
@jennythem
@rikkemaimburg
@kanelow
@hannahdahlen
@carolinehomer
@lia_bri
@neel_shah
@stringer4kate
@midwife_cw

Top Replied-To in G3:
@katibyil
@helen_shallow
@mamadaktari
@neel_shah
@bicsoc
@humanisingbirth
@thelovelymaeve
@pleahy_w
@susancrowthermw
@allisoncummins2

Top Replied-To in G4:
@yanarichens
@hannahdahlen
@jenistevenss2s

Top Replied-To in G5:
@gibblejo

Top Mentioned
Top Mentioned in Entire Graph:
@normalbirthconf
@sagefemmesb
@jenistevenss2s
@hannahdahlen
@stringer4kate
@marynewburn1
@neel_shah
@mamadaktari
@sandalljane
@jennythem

Top Mentioned in G1:
@normalbirthconf
@sagefemmesb
@hannahdahlen
@sandalljane
@neel_shah
@jenistevenss2s
@lia_bri
@drtraceyc
@lifecourse_kcl
@humanisingbirth

Top Mentioned in G2:
@normalbirthconf
@sagefemmesb
@stringer4kate
@hannahdahlen
@evitafernandez6
@jenistevenss2s
@squaringc
@mayra_k11
@ukgsosa
@drtraceyc

Top Mentioned in G3:
@normalbirthconf
@sagefemmesb
@jenistevenss2s
@hannahdahlen
@marynewburn1
@mamadaktari
@midwifebec
@kendrashortmw
@vanorahundley
@neel_shah

Top Mentioned in G4:
@jennythem
@jenistevenss2s
@yanarichens
@dunkleybent
@sagefemmesb
@midwife_claire
@saschawells
@tomlinneil
@barbarakuypers
@1jennyhughes

Top Mentioned in G5:
@uclh
@jamestitcombe
@rjcorry
@paulinemhull
@shaunlintern

Top Mentioned in G6:
@emma_mills1971
@abuhb_maternity
@abuhb_research
@cherimidwife
@ab
@midwifebec
@aneurinbevanuhb
@sagefemmesb

Top Mentioned in G7:
@anne_chantry
@leraygo

Top Mentioned in G9:
@allisoncummins2
@lia_bri
@sandalljane
@normalbirthconf
@pathwaytara
@sagefemmesb
@jenistevenss2s
@debjfox
@lauraheinsen

Top Mentioned in G10:
@kykywatson
@mft_smh
@nmahp_research
@drtraceyc
@alicekeely
@normalbirthconf

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@windermereapp
@jennythem
@sagefemmesb
@shaunlintern
@midwifesupastar
@luybenans
@kennygibsonnhs
@russhogarth
@carolynhastie

Top Tweeters in G1:
@castrocloud
@evanteijlingen
@sally5881
@who
@mawadahoyy
@humanisingbirth
@hallmum5
@tinasouth3
@drtraceyc
@fibroidsupport

Top Tweeters in G2:
@sagefemmesb
@russhogarth
@fairsnape
@jacquegerrard
@smithgillianbl
@ksaahlam
@mohfw_india
@ccg_uk
@mspetac
@h_s_global

Top Tweeters in G3:
@chidambara09
@midwifesupastar
@carolynhastie
@thelovelymaeve
@lizmayessex
@nosocksbirrell
@stann2
@flowepower66
@cortina_borja
@yulindwiya

Top Tweeters in G4:
@jennythem
@luybenans
@kennygibsonnhs
@wemidwives
@helengrayibclc
@mrsbosanquet
@nhsengland
@wendyjnicholson
@drtomori
@yanarichens

Top Tweeters in G5:
@shaunlintern
@jamestitcombe
@suesmithdn
@laneycakes
@atuteur
@uclh
@ellismarianne
@rjcorry
@paulinemhull
@misscbeebies

Top Tweeters in G6:
@windermereapp
@aneurinbevanuhb
@ab
@emma_mills1971
@abuhb_research
@lucybrad
@abuhb_maternity
@tracyja75028457
@hayleyforbes11

Top Tweeters in G7:
@guerroudjnour
@leraygo
@bstrandman
@valgeorge222
@adriengantois
@anne_chantry

Top Tweeters in G8:
@hagenilda
@routledge_phsc
@lindabiesty
@dominiquemylod
@midwifeirene
@whiterosemidwi1

Top Tweeters in G9:
@nhs_holmes
@debjfox
@deepashree37
@allisoncummins2
@ymcgrath83

Top Tweeters in G10:
@kathymurphy0
@mft_smh
@nmahp_research
@kykywatson
@alicekeely


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