ObGyn, Twitter, 7/31/2021 5:36:03 PM, 259250


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ObGyn_2021-07-29_16-40-15.xlsx
ObGyn_2021-07-29_16-40-15.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
July 31, 2021
Short Description:
ObGyn via NodeXL https://bit.ly/3A0J2ah
@ginasnoer
@vinanoviantii
@drwox
@ohmybeautybank
@fairforall_org
@vscogvrl_
@sauwte
@migsrunner
@acog
@sarahconger8

Top hashtags:
#obgyn
#obgyntwitter
#womenshealth
#ehealth
#impinv
#vc
#fertility
#emergingtech

Description:
Description
The graph represents a network of 10,821 Twitter users whose recent tweets contained "ObGyn", 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 Thursday, 29 July 2021 at 23:49 UTC.

The tweets in the network were tweeted over the 8-day, 6-hour, 11-minute period from Wednesday, 21 July 2021 at 17:06 UTC to Thursday, 29 July 2021 at 23:17 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 : 10821
Unique Edges : 11281
Edges With Duplicates : 2166
Total Edges : 13447
Number of Edge Types : 5
Retweet : 7716
Replies to : 1186
MentionsInRetweet : 1081
Tweet : 1947
Mentions : 1517
Self-Loops : 1959
Reciprocated Vertex Pair Ratio : 0.0166363897122096
Reciprocated Edge Ratio : 0.032728298692749
Connected Components : 1638
Single-Vertex Connected Components : 871
Maximum Vertices in a Connected Component : 5840
Maximum Edges in a Connected Component : 5884
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 2.150106
Graph Density : 9.08157462700462E-05
Modularity : 0.628708
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 10,821 Twitter users whose recent tweets contained "ObGyn", 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 Thursday, 29 July 2021 at 23:49 UTC.

The tweets in the network were tweeted over the 8-day, 6-hour, 11-minute period from Wednesday, 21 July 2021 at 17:06 UTC to Thursday, 29 July 2021 at 23:17 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 : TwitterSearch
Graph Term : ObGyn
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:
[156] https://biozhena.files.wordpress.com/2020/01/tweetroducing-biozhena-in-8-slides-e19e2on011820.pps
[142] https://biozhena.files.wordpress.com/2020/01/ovulona-from-startup-version-to-cervical-ring-implementation-3-slides-ography-link.pdf
[139] https://biozhena.files.wordpress.com/2020/01/single-slide-composite-4-what-is-follihpg-w.-innerv-and-wealth-of-infocorrel-w.-symptometry-vertical-ee.jpg.pdf
[131] https://biozhena.files.wordpress.com/2018/10/full-value-scenario-overall-summary-public-3.docx
[131] https://biozhena.files.wordpress.com/2019/09/biozhena-technology-overview-for-people-who-know-womens-health-eee.pdf
[128] https://biozhena.files.wordpress.com/2019/09/transforming-female-reproductive-health-management-918-1-ed-919-blue11slides-w.yellowref.to20sl.ppsx
[123] https://biozhena.files.wordpress.com/2021/05/comparison-minimum-viable-scenario-mvs-and-full-value-scenario-fvs.pps
[123] https://biozhena.files.wordpress.com/2014/10/ovulona-quick-intro-4-slides1.pps
[100] https://biozhena.files.wordpress.com/2021/05/biozhena-technology-overview-for-medical-investors-e.pdf
[100] https://biozhena.files.wordpress.com/2019/10/wealth-of-info-elucidation-silent-4-slides-animated-ed.-101519.pdf

Top URLs in Tweet in G1:
[1] https://twitter.com/ginaSnoer/status/1420195777167589378

Top URLs in Tweet in G2:
[19] https://twitter.com/foulassbxcca/status/1417879605453672448
[9] https://www.urmc.rochester.edu/institute-innovative-education/center-experiential-learning/perifacts/sale.aspx
[5] https://physiciansandmidwives.com/
[4] https://twitter.com/AREAJULID/status/1418110265015504898
[3] https://twitter.com/BBCIndonesia/status/1418105652111626241
[2] https://twitter.com/blackfemmesoul/status/1417929959436337157
[2] https://thebl.tv/us-news/vaccinated-individuals-may-affect-unvaccinated-pregnant-women-said-obgyn-doctor.html
[2] https://twitter.com/KrissyTheMua/status/1418610673098055681
[2] https://www.mdedge.com/obgyn/article/243210/obstetrics/hematologic-cancer-increases-risk-delivery-complications
[2] https://www.youtube.com/watch?v=muyDZto1-MI&feature=youtu.be


Top URLs in Tweet in G3:
[38] https://medicine.wustl.edu/news/podcast-pregnant-women-new-moms-and-vaccines/
[17] https://obgyn.onlinelibrary.wiley.com/doi/10.1002/uog.23684?af=R&cookieSet=1
[13] https://obgyn.onlinelibrary.wiley.com/doi/10.1002/uog.23591
[12] https://obgyn.onlinelibrary.wiley.com/doi/abs/10.1002/uog.23743?cookieSet=1
[11] https://obgyn.onlinelibrary.wiley.com/doi/10.1111/tog.12223
[8] https://www.mdedge.com/obgyn/article/242819/pelvic-floor-dysfunction/urinary-incontinence-may-take-toll-mental-health
[7] https://twitter.com/yafshar/status/1417222906921160726
[6] https://www.isuog.org/event/isuog-advanced-neurosonography-course-the-dark-side-of-the-brain-and-changing-the-paradigm.html
[6] https://obgyn.onlinelibrary.wiley.com/doi/10.1002/uog.22169
[6] https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2782171?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=072521#.YP1XVczDx1w.twitter

Top URLs in Tweet in G6:
[2] https://twitter.com/AninGalaxy/status/1418236981981552642
[2] https://twitter.com/songhwach/status/1418241473410068485

Top URLs in Tweet in G7:
[3] https://obgyn.weillcornell.org/news/memoriam-dr-william-j-ledger
[2] https://twitter.com/HHSGov/status/1106596921517502465
[2] https://twitter.com/SNCCLA/status/1106604416214491137/photo/1
[1] https://twitter.com/BeckyLeeBrenne1/status/1419746423843827714

Top URLs in Tweet in G8:
[1] https://twitter.com/mamadoctorjones/status/1419062874836639746

Top Domains
Top Domains in Tweet in Entire Graph:
[1278] wordpress.com
[293] twitter.com
[203] wiley.com
[68] hospitalrecruiting.com
[42] wustl.edu
[38] careerarc.com
[38] obgproject.com
[35] mdedge.com
[31] acog.org
[27] lww.com

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

Top Domains in Tweet in G2:
[105] twitter.com
[68] hospitalrecruiting.com
[28] careerarc.com
[14] physicianrecruiting.com
[12] youtube.com
[9] rochester.edu
[6] wiley.com
[5] instagram.com
[5] curiouscat.qa
[5] physiciansandmidwives.com

Top Domains in Tweet in G3:
[93] wiley.com
[49] twitter.com
[41] wustl.edu
[38] obgproject.com
[28] mdedge.com
[23] lww.com
[10] isuog.org
[7] obgconnect.com
[7] loveabortionproviders.com
[6] cedars-sinai.org

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

Top Domains in Tweet in G7:
[5] twitter.com
[3] weillcornell.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[828] obgyn
[271] obgyntwitter
[231] womenshealth
[201] ehealth
[201] impinv
[201] vc
[109] fertility
[101] emergingtech
[100] precisionmedicine
[100] fertilityawareness



Top Hashtags in Tweet in G2:
[224] obgyn
[59] womenshealth
[32] gynecology
[23] obstetrics
[17] doctor
[14] gynecologist
[14] pregnancy
[12] physician
[10] healthcare
[9] nurses

Top Hashtags in Tweet in G3:
[147] obgyn
[52] uogjournal
[36] covidvaccine
[32] medtwitter
[32] isuog
[24] pregnancy
[21] obgyntwitter
[20] meded
[20] foamed
[19] grandrounds

Top Hashtags in Tweet in G6:
[71] hospitalplaylist2

Top Hashtags in Tweet in G7:
[5] idsogmtg
[5] proudmentor
[5] bv
[2] vaxxed
[2] vaccineswork
[2] baby
[2] expecting
[2] obgyn
[2] pregnant
[2] herpes

Top Hashtags in Tweet in G8:
[2] obgyn
[1] tweetorial
[1] publication
[1] infectiousdisease
[1] id
[1] covid_19
[1] covidvaccination
[1] infertility
[1] covidvaccine
[1] obgyntwitter

Top Words
Top Words in Tweet in Entire Graph:
[11631] ke
[11462] anak
[11458] nikah
[9113] obgyn
[5834] dan
[5776] dari
[5774] itu
[5768] ini
[5747] cek
[5734] kita

Top Words in Tweet in G1:
[11419] ke
[11407] nikah
[11396] anak
[5720] obgyn
[5717] dan
[5712] cek
[5708] suami
[5705] sebelum
[5704] calon
[5703] kita

Top Words in Tweet in G2:
[897] obgyn
[225] #obgyn
[127] office
[117] job
[75] pregnant
[74] more
[73] doctor
[72] one
[67] think
[64] people

Top Words in Tweet in G3:
[157] #obgyn
[87] wustlmed
[79] obgyn
[67] washu_obgyn
[52] health
[52] #uogjournal
[50] women
[49] study
[49] one
[46] patient

Top Words in Tweet in G4:
[810] color
[810] hhs
[408] obgyn
[407] department
[406] chair
[405] dr
[405] tara
[405] gustilo
[405] woman
[405] harvard

Top Words in Tweet in G5:
[131] obgyn
[129] baby
[128] chose
[128] flu
[128] shot
[128] once
[128] advice
[128] 13
[128] yrs
[128] ago

Top Words in Tweet in G6:
[88] obgyn
[73] cs
[71] changmin
[71] really
[71] saddest
[71] scene
[71] along
[71] reminds
[71] ep8
[71] season

Top Words in Tweet in G7:
[12] obgyn
[8] 2021
[7] rogermarshallmd
[6] idsog_org
[6] bostonvaginadoc
[6] cdcgov
[6] vaccine
[5] thank
[5] #idsogmtg
[5] selecting

Top Words in Tweet in G8:
[13] obgyn
[12] mamadoctorjones
[4] know
[4] things
[3] think
[3] very
[2] writermomof4
[2] aaplog
[2] babies
[2] delivered

Top Words in Tweet in G9:
[36] obgyn
[29] foulassbxcca
[24] passed
[18] male
[14] practice
[14] sister
[13] cancer
[13] giving
[13] birth
[13] baby

Top Words in Tweet in G10:
[116] baik
[116] kerja
[61] yg
[60] obgyn
[58] mas
[58] sunu
[58] innalillah
[58] wa
[58] inna
[58] ilaihi

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5822] ke,obgyn
[5721] sebelum,nikah
[5718] pra,nikah
[5717] punya,anak
[5716] cek,kesehatan
[5716] 1000,hari
[5715] nikah,cek
[5715] kesehatan,ke
[5715] ke,konseling
[5715] konseling,pra

Top Word Pairs in Tweet in G1:
[5714] ke,obgyn
[5703] sebelum,nikah
[5699] 1000,hari
[5698] nikah,cek
[5698] cek,kesehatan
[5698] kesehatan,ke
[5698] ke,konseling
[5698] konseling,pra
[5698] pra,nikah
[5698] nikah,bicara

Top Word Pairs in Tweet in G2:
[112] obgyn,office
[48] think,dressing
[48] dressing,makes
[48] makes,people
[48] people,respect
[45] start,family
[45] family,happen
[45] gets,pregnant
[45] pregnant,moves
[45] moves,obgyn

Top Word Pairs in Tweet in G3:
[44] washu_obgyn,wustlmed
[34] end,prenatal
[34] prenatal,visit
[34] visit,covid
[34] covid,vaccine
[34] vaccine,counseling
[34] counseling,patient
[34] patient,listened
[34] listened,podcast
[34] podcast,drive

Top Word Pairs in Tweet in G4:
[406] obgyn,department
[405] dr,tara
[405] tara,gustilo
[405] gustilo,woman
[405] woman,color
[405] color,harvard
[405] harvard,educated
[405] educated,physician
[405] physician,hennepin
[405] hennepin,healthcare

Top Word Pairs in Tweet in G5:
[128] chose,flu
[128] flu,shot
[128] shot,once
[128] once,advice
[128] advice,obgyn
[128] obgyn,13
[128] 13,yrs
[128] yrs,ago
[128] ago,seven
[128] seven,months

Top Word Pairs in Tweet in G6:
[71] changmin,cs
[71] cs,really
[71] really,saddest
[71] saddest,scene
[71] scene,along
[71] along,obgyn
[71] obgyn,reminds
[71] reminds,ep8
[71] ep8,season
[71] season,junwan

Top Word Pairs in Tweet in G7:
[5] thank,#idsogmtg
[5] #idsogmtg,selecting
[5] selecting,ross
[5] ross,mckenzie
[5] mckenzie,idsog_org
[5] idsog_org,2021
[5] 2021,scholar
[5] scholar,#proudmentor
[5] #proudmentor,check
[5] check,virtual

Top Word Pairs in Tweet in G8:
[2] writermomof4,mamadoctorjones
[2] mamadoctorjones,aaplog
[2] aaplog,think
[2] think,babies
[2] babies,delivered
[2] delivered,know
[2] know,cervix
[2] cervix,needs
[2] needs,dilated
[2] dilated,realize

Top Word Pairs in Tweet in G9:
[15] male,obgyn
[14] foulassbxcca,male
[13] giving,birth
[12] obgyn,started
[12] started,practice
[12] practice,mom
[12] mom,passed
[12] passed,ovarian
[12] ovarian,cancer
[12] cancer,sister

Top Word Pairs in Tweet in G10:
[58] mas,sunu
[58] sunu,innalillah
[58] innalillah,wa
[58] wa,inna
[58] inna,ilaihi
[58] ilaihi,rojiuun
[58] rojiuun,orang
[58] orang,baik
[58] baik,pernah
[58] pernah,ditawarin

Top Replied-To
Top Replied-To in Entire Graph:
@gynecolo_obgyn
@ohmybeautybank
@cleavon_md
@foulassbxcca
@obgyn_mama
@spinbackmecca
@drcaraking
@ginasnoer
@ebonycartermd

Top Replied-To in G1:
@ginasnoer
@ylndhn
@seucupdaun
@gnamira
@dinnar_nabila

Top Replied-To in G2:

Top Replied-To in G3:
@drcaraking
@ebonycartermd
@drcarlossandov1
@drcynthiagyamfi
@nanraghuraman
@ucsd_obgyn
@migsrunner
@profalang
@usnehal
@alicesuttonmd

Top Replied-To in G4:
@zaidjilani
@changeyss

Top Replied-To in G5:
@sarahconger8

Top Replied-To in G7:
@rogermarshallmd
@mcfunny
@kansasgrant
@burthoiu
@krisketzkmbc
@claudiarupcich
@kansasdems
@royal_pdx
@bostonvaginadoc
@willhumble_az

Top Replied-To in G8:
@mamadoctorjones
@writermomof4
@baileysarian
@jesus_is_g_d
@braydenmerkel
@stephijulia

Top Replied-To in G9:
@foulassbxcca
@lnfectedoll
@blueriptide_
@michaelalleged
@dinkjuice
@enosfundador
@inoahguy44
@phoenixmari666
@commieharley

Top Replied-To in G10:
@drwox

Top Mentioned
Top Mentioned in Entire Graph:
@washu_obgyn
@lynelleaxx
@wustlmed
@ayaraim
@ucsd_obgyn
@zekirania
@dglaucomflecken
@isuog
@queenduvessa
@jaelyfe

Top Mentioned in G1:
@ginasnoer
@halcyoncoco
@aimi_asi

Top Mentioned in G2:
@kevinmd

Top Mentioned in G3:
@washu_obgyn
@wustlmed
@ucsd_obgyn
@dglaucomflecken
@isuog
@sinai_obgyn
@ucsdhealth
@bcnatalresearch
@ucsdmedschool
@fmigs1

Top Mentioned in G7:
@idsog_org
@cdcgov
@laniewskiphd
@christinamuzny
@bostonvaginadoc
@swamygeeta
@uazmedphx
@uacomp_obgyn
@uniofbath
@rogermarshallmd

Top Mentioned in G8:
@mamadoctorjones
@aaplog
@titusnation
@jeffreysharper1
@sierradeciduous
@jencages
@schmevil
@quidrises
@vincegottalotta
@concernedinpv

Top Mentioned in G9:
@foulassbxcca
@chanelsimone_
@pez_tonto
@karibaby__
@teddyjames2021
@vancesaccount
@milatequilayt
@ssa_eanderson
@arianorman_
@gothgirlkarter

Top Tweeters
Top Tweeters in Entire Graph:
@femtech_
@ohmybeautybank
@fusasippona
@copyofone
@pgkyslgk_136
@remindme_ofthis
@mog7546
@tenji95
@realmamaeagle
@deybeonanigga_

Top Tweeters in G1:
@cheolrin
@apreiskagilang
@721100ho
@ccanoy_
@siskanramdan
@appajjp
@nrhdx
@yohandavin
@timmymalachi
@wookxian

Top Tweeters in G2:
@pgkyslgk_136
@teapoutt
@kharismamone
@strongwithinxo
@princessssv0
@_bethani
@kathmschmidt
@ourawesomegang
@claunaes
@berbieh

Top Tweeters in G3:
@femtech_
@the3jsmom
@womencodersbot
@frostbite___
@sfh2019
@letat_lechat
@dra_guaripete
@drtommartinphd
@pattysmattyvt
@csra_prsn

Top Tweeters in G4:
@copyofone
@4annegs
@olitasdmar
@suliajenifa
@omnipangolin
@blaugast
@carobailey864
@shoshido
@cielnow
@sandrahelena39

Top Tweeters in G5:
@mtrushmore2016
@kheatherbrown
@jts_1957
@truthseeker6761
@flatearthcity
@baizuobu
@jannykmak
@tedjoy71
@kombuchababy
@littlelishka

Top Tweeters in G6:
@asj0203
@jensetter00
@ffpenting
@mylittlelucia
@banabail
@beso_chan
@joceliza
@itjustfarr
@mierakorea
@ulfa1004

Top Tweeters in G7:
@veritasever
@wandaspangler2
@doritmi
@abc15
@krisketzkmbc
@iconoclastttt
@vbalance03
@mcfunny
@rosewind2007
@awithonelison

Top Tweeters in G8:
@rickysi16087724
@vickie627
@ladyoftheocean1
@vincegottalotta
@politicspot
@medwoman1
@jencages
@katsimkhovitch
@_kel_varnsen_
@titusnation

Top Tweeters in G9:
@omgdudexx
@wheelzburner
@marcxcxc
@notspecial10
@elizstaples
@luhvely
@commieharley
@myyyamor
@psychh0e
@viividwalker

Top Tweeters in G10:
@imbangimedia
@ribkadel
@gatot30
@ramadian40
@alva47831808
@edut28
@tongsate
@evelinenatania
@bukharisutrisno
@yasmin15889819


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