doula, Twitter, 11/12/2021 8:34:14 PM, 266113


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doula_2021-11-12_06-34-21.xlsx
doula_2021-11-12_06-34-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 12, 2021
Short Description:
doula via NodeXL https://bit.ly/30tbWn7
@iamsummerwalker
@doulaschool
@imperfecktiondj
@millihill
@pippyz
@radmidassoc
@hazard_leah
@fatbellybella
@iamn0tthe1
@howardtelika

Top hashtags:
#doula
#birth
#birthdoula
#doulas
#breastfeeding
#nft
#pregnancy
#postpartum

Description:
Description
The graph represents a network of 4,497 Twitter users whose tweets in the requested range contained "doula", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 12 November 2021 at 14:39 UTC.

The requested start date was Friday, 12 November 2021 at 01:01 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 13-day, 23-hour, 49-minute period from Friday, 29 October 2021 at 01:09 UTC to Friday, 12 November 2021 at 00:59 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 : 4497
Unique Edges : 2642
Edges With Duplicates : 4840
Total Edges : 7482
Number of Edge Types : 5
Tweet : 1536
Retweet : 1939
MentionsInRetweet : 2103
Mentions : 983
Replies to : 921
Self-Loops : 1642
Reciprocated Vertex Pair Ratio : 0.0384507437552624
Reciprocated Edge Ratio : 0.0740540540540541
Connected Components : 1324
Single-Vertex Connected Components : 678
Maximum Vertices in a Connected Component : 1120
Maximum Edges in a Connected Component : 2435
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.001173
Graph Density : 0.000183000608551213
Modularity : 0.534834
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,497 Twitter users whose tweets in the requested range contained "doula", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 12 November 2021 at 14:39 UTC.

The requested start date was Friday, 12 November 2021 at 01:01 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 13-day, 23-hour, 49-minute period from Friday, 29 October 2021 at 01:09 UTC to Friday, 12 November 2021 at 00:59 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 : doula
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:
[32] https://hello-doulaschool-ca.ck.page/6ea6542862
[30] https://www.instagram.com/accounts/login/
[14] http://www.twittascope.com/?sign=7
[13] https://aeon.co/videos/how-an-end-of-life-doula-found-her-vocation-as-a-companion-for-the-dying
[9] https://www.shutterstock.com/g/KenTackett?rid=178334466&utm_medium=email&utm_source=ctrbreferral-link
[8] https://www.parir.co
[6] https://theamateursguide.com/a-conversation-with-a-death-doula/
[5] https://twitter.com/diarysow_auteur/status/1455980730278981634
[4] https://twitter.com/kristen4moore/status/1455156768661778433
[4] https://twitter.com/i/spaces/1ynJOZvXVwqGR

Top URLs in Tweet in G1:
[15] https://www.instagram.com/accounts/login/
[14] http://www.twittascope.com/?sign=7
[8] https://www.parir.co
[4] https://twitter.com/diarysow_auteur/status/1455980730278981634
[3] https://www.20minutos.es/salud/familia/laura-vidal-doula-el-duelo-por-la-perdida-de-un-animal-es-muy-incomprendido-porque-no-se-valida-el-dolor-4869576/
[3] https://aeon.co/videos/how-an-end-of-life-doula-found-her-vocation-as-a-companion-for-the-dying
[3] https://www.gdep.com.au/
[2] https://tdnradio.net
[2] https://kitchener.citynews.ca/local-news/supporting-people-through-birth-demystifying-the-work-of-a-doula-4708254
[2] https://twitter.com/kristen4moore/status/1455156768661778433

Top URLs in Tweet in G3:
[32] https://hello-doulaschool-ca.ck.page/6ea6542862
[4] https://twitter.com/i/spaces/1ynJOZvXVwqGR
[2] https://forms.gle/ghzw2c2BkaNGLsY79?utm_campaign=CPD+Information+Session+10/21
[1] https://twitter.com/aura_de_oro/status/1458928820971618304
[1] https://twitter.com/sistafireri/status/1455628300030730243
[1] https://twitter.com/SugaCaneMami/status/1455228729483989006
[1] https://www.birthdoulaprogram.ca/join-us/
[1] https://twitter.com/ElyseM/status/1457809483153936390
[1] https://doulaschool.ca/2021/11/the-river-in-me-zoes-doula-journey/?fbclid=IwAR0VdtOlBHBvLC1H3EWiL6sklYsuVm_CDQuXgAWNbyvDkUgmjgMl-GRmIe4
[1] https://www.dove.com/us/en/baby/more-from-baby-dove/about-baby-dove/black-birth-equity-fund.html

Top URLs in Tweet in G4:
[2] https://twitter.com/AlaadjiDitakh/status/1454113259754332167
[1] https://twitter.com/king__gf/status/1458620410514321411
[1] https://twitter.com/dany_laye/status/1456177720862429186
[1] https://twitter.com/plfrance_/status/1455111616882741250
[1] https://twitter.com/DioufLody/status/1456934897575149572
[1] https://twitter.com/mamyka9/status/1454838479398055937

Top URLs in Tweet in G6:
[1] https://twitter.com/diarysow_auteur/status/1455980730278981634
[1] https://twitter.com/djigane/status/1298620672088985603
[1] https://twitter.com/atoumanee/status/1455951445157728259

Top URLs in Tweet in G7:
[1] https://twitter.com/Lamiasdottir/status/1458647533090226177
[1] https://twitter.com/peculiardeliqht/status/1457789137461800969
[1] https://www.instagram.com/accounts/login/

Top URLs in Tweet in G8:
[1] https://twitter.com/WhinterQueen/status/1457790772506365953

Top URLs in Tweet in G9:
[1] https://alicia-monique.medium.com/every-pregnant-woman-deserves-a-midwife-28aa8c376a32

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[303] doula
[39] birth
[30] birthdoula
[27] doulas
[24] breastfeeding
[21] nft
[20] pregnancy
[19] postpartum
[19] midwife
[16] baby



Top Hashtags in Tweet in G1:
[66] doula
[14] birth
[11] pregnancy
[11] birthdoula
[10] etsy
[9] midwife
[9] beige
[8] breastfeeding
[8] childbirth
[8] valentinesday

Top Hashtags in Tweet in G3:
[16] doula
[5] birth
[3] doulatraining
[3] career
[2] doulabill
[2] ridoula
[2] doulasinri
[2] doulalife
[2] blackdoulas
[1] interndoula

Top Hashtags in Tweet in G7:
[1] rip
[1] gonetosoon
[1] love
[1] mothers

Top Words
Top Words in Tweet in Entire Graph:
[3219] doula
[665] life
[654] iâ
[620] being
[564] day
[553] best
[542] share
[524] ø
[513] born
[511] artist

Top Words in Tweet in G1:
[760] doula
[100] birth
[66] #doula
[59] more
[46] eu
[42] ø
[38] death
[38] baby
[37] black
[37] life

Top Words in Tweet in G2:
[498] best
[498] day
[498] life
[498] besides
[498] bubbles
[498] being
[498] born
[498] share
[498] stage
[498] favorite

Top Words in Tweet in G3:
[269] doula
[50] program
[48] free
[36] guide
[35] more
[34] certification
[32] birth
[31] training
[30] info
[28] aura_de_oro

Top Words in Tweet in G4:
[128] doula
[53] yalla
[46] nabyleu
[46] koumou
[46] naroul
[46] fay
[46] liguey
[46] jamono
[46] dji
[11] dara

Top Words in Tweet in G5:
[101] doula
[100] westlock
[100] alberta
[100] unvaccinated
[100] expecting
[100] mother
[100] looking
[100] midwife
[100] nurse
[100] experience

Top Words in Tweet in G6:
[142] mey
[142] nonou
[82] doula
[73] wala
[73] leu
[73] nak
[71] yallah
[71] dh
[71] soko
[71] nianã

Top Words in Tweet in G7:
[71] room
[69] domogiselle_
[68] storefront
[68] coming
[68] together
[68] nicely
[68] treatment
[68] grand
[68] opening
[68] january

Top Words in Tweet in G8:
[67] results
[67] negative
[67] covid
[67] rsv
[67] flu
[67] haven't
[67] worked
[67] week
[67] anticipation
[67] result

Top Words in Tweet in G9:
[69] doula
[53] kendraffe
[16] advocate
[13] birth
[13] partner
[12] ambernoelle
[11] plan
[11] ask
[10] one
[9] way

Top Words in Tweet in G10:
[116] em
[60] doula
[58] olá
[58] eu
[58] chamo
[58] yasmin
[58] atuo
[58] educadora
[58] perinatal
[58] consultora

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[503] day,life
[501] best,day
[501] life,besides
[501] besides,bubbles
[501] bubbles,being
[501] being,born
[501] born,share
[501] share,stage
[501] stage,favorite
[501] favorite,artist

Top Word Pairs in Tweet in G1:
[26] za,duh
[26] duh,ba
[26] ba,doi
[26] doi,bu
[26] bu,doula
[25] death,doula
[21] ø,ø
[21] end,life
[19] doula,training
[15] postpartum,doula

Top Word Pairs in Tweet in G2:
[498] best,day
[498] day,life
[498] life,besides
[498] besides,bubbles
[498] bubbles,being
[498] being,born
[498] born,share
[498] share,stage
[498] stage,favorite
[498] favorite,artist

Top Word Pairs in Tweet in G3:
[31] free,program
[31] program,guide
[19] doula,training
[18] more,info
[14] full,spectrum
[14] training,certification
[13] doula,program
[12] bye,never
[12] never,use
[12] use,doula

Top Word Pairs in Tweet in G4:
[46] yalla,koumou
[46] koumou,naroul
[46] naroul,fay
[46] fay,doula
[46] doula,liguey
[46] liguey,jamono
[46] jamono,dji
[45] nabyleu,yalla
[10] ken,doula
[7] mayoul,doula

Top Word Pairs in Tweet in G5:
[100] westlock,alberta
[100] alberta,unvaccinated
[100] unvaccinated,expecting
[100] expecting,mother
[100] mother,looking
[100] looking,midwife
[100] midwife,doula
[100] doula,nurse
[100] nurse,experience
[99] franksbullitts,westlock

Top Word Pairs in Tweet in G6:
[71] yallah,dh
[71] dh,soko
[71] soko,nianã
[71] nianã,yakarã
[71] yakarã,doula
[71] doula,mey
[71] mey,wala
[71] wala,ngey
[71] ngey,hã
[71] hã,siter

Top Word Pairs in Tweet in G7:
[68] storefront,coming
[68] coming,together
[68] together,nicely
[68] treatment,room
[68] room,grand
[68] grand,opening
[68] opening,january
[68] january,2022
[68] 2022,family
[68] family,first

Top Word Pairs in Tweet in G8:
[67] results,negative
[67] negative,covid
[67] covid,rsv
[67] rsv,flu
[67] flu,haven't
[67] haven't,worked
[67] worked,week
[67] week,anticipation
[67] anticipation,result
[66] dopegirlfresh,results

Top Word Pairs in Tweet in G9:
[11] kendraffe,doula
[10] ambernoelle,kendraffe
[5] birth,plan
[4] doula,advocate
[4] doula,gave
[4] gave,advice
[4] advice,always
[4] always,ask
[4] ask,minute
[4] minute,pause

Top Word Pairs in Tweet in G10:
[58] olá,eu
[58] eu,chamo
[58] chamo,yasmin
[58] yasmin,atuo
[58] atuo,doula
[58] doula,educadora
[58] educadora,perinatal
[58] perinatal,consultora
[58] consultora,em
[58] em,amamentação

Top Replied-To
Top Replied-To in Entire Graph:
@kendraffe
@dancingabc
@fchwpo
@ambernoelle
@doula_95
@doula_sompare
@mamikassory
@missbeebright
@elhadjikandji1
@bbwmsoldier

Top Replied-To in G1:
@tdnradio

Top Replied-To in G3:
@doulaschool
@kenzylou__
@10yrsapoodle
@aura_de_oro
@amazon_queenn
@earthgoddesss3
@ashgomez03
@monsieurstony
@lucarnalexander

Top Replied-To in G4:
@mc_evah
@mbaye_magui
@ndiayeouz11
@cissokhobakary4
@queengnagnita
@kotack_bve
@lamineh____jp
@thiambaabel
@louufas
@malick_juf

Top Replied-To in G5:
@barryesharp

Top Replied-To in G6:
@laminedieye30
@mathiasnikiema
@papaba_officiel

Top Replied-To in G7:
@sassye
@chels_baby1
@domogiselle_
@lucindacantyphd

Top Replied-To in G8:
@doulaschool

Top Replied-To in G9:
@kendraffe
@ambernoelle
@powamowinstarot
@beckyc892
@doulaschool
@reignofapril
@elizisadora
@surlybassey
@newenhuyse

Top Replied-To in G10:
@paulinleviano
@bikedebigode

Top Mentioned
Top Mentioned in Entire Graph:
@iamsummerwalker
@franksbullitts
@darlenemacauley
@marieme28
@domogiselle_
@dopegirlfresh
@sisanyas
@nabyleu
@_kenziealysee
@aura_de_oro

Top Mentioned in G1:
@thesexchaplain
@guiranepape
@mamabolava_
@carolinaabtnfnd
@reposebirthing

Top Mentioned in G2:
@iamsummerwalker
@fatbellybella

Top Mentioned in G3:
@aura_de_oro
@notbirdlegs
@earthgoddesss3
@doulaschool
@kesifelton
@ashgomez03
@simply_crys
@dis_is_slime
@simonsayspro
@_raviee

Top Mentioned in G4:
@nabyleu
@opposant221
@kalamou07
@lamineh____jp
@moustafa_dllo
@salioul31112201
@ibnmansurdabakh
@fyna111
@_yrm__
@elhadji_malick9

Top Mentioned in G5:
@franksbullitts

Top Mentioned in G6:
@marieme28
@nabyleu
@mouhamedaly16
@p_eli7
@diinajoliee
@cherryparadiso
@atoumanee
@tandarmaa
@princembacke
@aliouneeeee_

Top Mentioned in G7:
@domogiselle_
@sassye
@capobianb
@tayethediva
@_plantainmami

Top Mentioned in G8:
@dopegirlfresh

Top Mentioned in G9:
@kendraffe
@elysem
@ellehm
@ambernoelle
@whet
@vediabarnett
@reignofapril
@newenhuyse

Top Mentioned in G10:
@sisanyas
@bikedebigode
@thaismannoni
@rbcgaia

Top Tweeters
Top Tweeters in Entire Graph:
@superpidge
@leratomannya
@69nicebot69
@bloggedbyrain
@blackbiz2020
@linda_u_w_a
@500kflea
@alizardx
@reuters
@angelsscream

Top Tweeters in G1:
@bloggedbyrain
@soulsistanatl
@dian5
@tendin2
@1feralkat
@zmthebrand
@hephaestus7
@ranoeldelbar
@vicky_salla
@persenoita

Top Tweeters in G2:
@500kflea
@idekchiabarb
@iceburghslimm
@asscheeksonme
@browness
@covingtonq
@portialoso
@callmedollar
@toetyrell10
@shandiditbetter

Top Tweeters in G3:
@chrysalisamidst
@jeranieariel
@dove
@msariesmoon
@dis_is_slime
@izzyg1217
@_loveeejass
@kenzylou__
@10yrsapoodle
@callmelboogie

Top Tweeters in G4:
@nabyleu
@khalil_og1
@alaadjiditakh
@mc_evah
@c_moustaph
@ahmadashakurjr
@king_mbenga
@lebuurjoie
@usmannjaay
@mor_chonghan

Top Tweeters in G5:
@michaelbarger1
@ailsaforshaw
@mountkidd
@lisamar91564392
@irenewa45168212
@donahugh216
@darleneclarke5
@barryesharp
@upericulum
@cherylscotian1

Top Tweeters in G6:
@bingiewinkyg
@lagnane
@pokahontas0
@emifall_
@nasallyt
@thiane_s
@atoumanee
@_badzo
@_cardiisbae
@djariata1

Top Tweeters in G7:
@cookiebitz5
@_petiteee
@domothegreat_
@msjazzybelle
@sassye
@queencookz
@_trevie
@kissie_beso
@capobianb
@_cosmokeysha

Top Tweeters in G8:
@angelsscream
@nailsncrowns
@dopegirlfresh
@indascorner
@blackamazon
@alyssakeiko
@caffeinehusky
@hiloserface
@foxyjazzabelle
@stphaniethebest

Top Tweeters in G9:
@reignofapril
@surlybassey
@__pinkivy
@whet
@ambernoelle
@elliebravo
@kellycoon106
@alaiyaplaya
@powamowinstarot
@kendraffe

Top Tweeters in G10:
@is2wwx
@wickedgme
@kinneylaurittx
@rbcgaia
@sensegabz
@__jullynegra
@ebmra_
@mechamobru
@htaokkkkjj
@nicox2n