cesarean OR c-section, Twitter, 6/12/2020 11:18:34 PM, 229187


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cesarean OR c-section_2020-06-12_06-04-50.xlsx
cesarean OR c-section_2020-06-12_06-04-50.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 12, 2020
Short Description:
cesarean OR c-section via NodeXL https://bit.ly/3eamDwN
@krystinaarielle
@themedicaivideo
@abebeellie
@ataraxisg
@joshuapotash
@kayfey
@drfagoat
@_kay_daddy
@xmeany280
@mylasttimeman

Top hashtags:
#covid19
#empaango2020
#pregnancy
#cesarean
#study
#celiac

Description:
Description
The graph represents a network of 5,564 Twitter users whose tweets in the requested range contained "cesarean OR c-section", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 12 June 2020 at 13:06 UTC.

The requested start date was Friday, 12 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 4-day, 9-hour, 21-minute period from Sunday, 07 June 2020 at 14:39 UTC to Friday, 12 June 2020 at 00:00 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 : 5564
Unique Edges : 2055
Edges With Duplicates : 8215
Total Edges : 10270
Number of Edge Types : 5
Tweet : 574
Retweet : 3958
MentionsInRetweet : 4635
Replies to : 465
Mentions : 638
Self-Loops : 588
Reciprocated Vertex Pair Ratio : 0.00948731983214742
Reciprocated Edge Ratio : 0.0187963130309055
Connected Components : 870
Single-Vertex Connected Components : 400
Maximum Vertices in a Connected Component : 2150
Maximum Edges in a Connected Component : 4903
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.415516
Graph Density : 0.000178757589201426
Modularity : 0.507866
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 5,564 Twitter users whose tweets in the requested range contained "cesarean OR c-section", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 12 June 2020 at 13:06 UTC.

The requested start date was Friday, 12 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 4-day, 9-hour, 21-minute period from Sunday, 07 June 2020 at 14:39 UTC to Friday, 12 June 2020 at 00:00 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 : cesarean OR c-section
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://www.reuters.com/article/us-health-coronavirus-science-idUSKBN23H33W?taid=5ee160ab0d010d000127e449&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[19] https://twitter.com/abebeellie/status/1269777805740515328
[16] https://twitter.com/smaacitrus/status/1269339828845453314
[15] https://twitter.com/eyram_k/status/1270137458693414913
[12] https://www.ncbi.nlm.nih.gov/pubmed/20478942
[6] https://www.ndtv.com/world-news/covid-19-temperature-humidity-affect-coronavirus-life-c-section-risky-2244469
[6] https://www.nlm.nih.gov/exhibition/cesarean/part2.html#:~:text=Sometime%20between%201815%20and%201821,indigenous%20healers%20in%20Kahura%2C%20Uganda
[5] https://twitter.com/AbebeEllie/status/1269777805740515328
[4] https://www.devdiscourse.com/article/health/720639-impatience-and-intolerance-among-pregnant-women-also-adding-to-cesarean-delivery
[4] https://twitter.com/TheMedicaIVideo/status/1267239195472470016

Top URLs in Tweet in G1:
[1] https://twitter.com/abebeellie/status/1269777805740515328

Top URLs in Tweet in G3:
[16] https://twitter.com/smaacitrus/status/1269339828845453314
[12] https://twitter.com/abebeellie/status/1269777805740515328
[11] https://twitter.com/eyram_k/status/1270137458693414913
[3] https://twitter.com/TheMedicaIVideo/status/1267239195472470016
[3] https://www.reuters.com/article/us-health-coronavirus-science/temperature-humidity-affects-virus-life-on-surfaces-c-section-may-raise-risk-for-infected-mothers-idUSKBN23H33W?feedType=RSS&feedName=healthNews&utm_source=dlvr.it&utm_medium=twitter
[3] https://www.dolphinmps.com/scarrelease/
[2] https://twitter.com/ataraxisg/status/1269830201434750976
[2] https://twitter.com/AbebeEllie/status/1269777805740515328
[2] https://pcos.euroscicon.com/
[2] https://jamanetwork.com/journals/jama/fullarticle/2767206

Top URLs in Tweet in G4:
[6] https://www.nlm.nih.gov/exhibition/cesarean/part2.html#:~:text=Sometime%20between%201815%20and%201821,indigenous%20healers%20in%20Kahura%2C%20Uganda
[1] https://twitter.com/abebeellie/status/1269777805740515328

Top URLs in Tweet in G5:
[1] https://twitter.com/Vijayabaskarofl/status/1269552029145296897

Top URLs in Tweet in G6:
[1] https://twitter.com/kokereport/status/1220852611789787136?s=21

Top URLs in Tweet in G7:
[1] https://twitter.com/MothersWith4DTs/status/1270501999323349004
[1] https://jamanetwork.com/journals/jama/fullarticle/2767206?guestAccessKey=dd1e70a0-5122-4028-ab3f-dd264a5cbe59&utm_source=silverchair&utm_medium=email&utm_campaign=article_alert-jama&utm_content=olf&utm_term=060820
[1] https://jamanetwork.com/journals/jama/fullarticle/10.1001/jama.2020.10125?guestAccessKey=2da092b7-8015-431d-a6f8-9fb04630dbcd&utm_source=twitter&utm_medium=social_jama&utm_term=3405193417&utm_campaign=article_alert&linkId=90387115
[1] https://twitter.com/mariasheikhmd/status/1269640098187894785

Top URLs in Tweet in G9:
[32] https://www.reuters.com/article/us-health-coronavirus-science-idUSKBN23H33W?taid=5ee160ab0d010d000127e449&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[1] https://www.reuters.com/article/us-health-coronavirus-science/temperature-humidity-affects-virus-life-on-surfaces-c-section-may-raise-risk-for-infected-mothers-idUSKBN23H33W

Top URLs in Tweet in G10:
[1] https://www.nlm.nih.gov/exhibition/cesarean/part2.html

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[33] covid19
[24] empaango2020
[14] pregnancy
[13] cesarean
[12] study
[12] celiac
[12] learntherisk
[10] pregnant
[9] obgyn
[8] mothernotpatient



Top Hashtags in Tweet in G3:
[8] cesarean
[6] pregnancy
[6] csection
[6] c
[3] covid19
[3] covid
[3] birth
[3] obstetrics
[3] recovery
[3] birthcongress

Top Hashtags in Tweet in G7:
[3] obanes
[1] covidob
[1] sarscov2
[1] covid19
[1] cricoidpressure
[1] cesarean

Top Hashtags in Tweet in G9:
[18] covid19

Top Hashtags in Tweet in G10:
[24] empaango2020

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[1825] section
[1822] krystinaarielle
[1821] doctors
[1820] keep
[1820] telling
[1820] police
[1820] treat
[1820] horribly
[1820] act
[1820] re

Top Words in Tweet in G2:
[1109] themedicaivideo
[1109] cesarean
[1109] incisions
[2] section

Top Words in Tweet in G3:
[382] section
[85] cesarean
[61] birth
[55] baby
[40] pain
[38] born
[31] first
[30] emergency
[29] delivery
[28] scar

Top Words in Tweet in G4:
[292] abebeellie
[291] section
[282] joshuapotash
[282] black
[281] women
[281] ataraxisg
[274] born
[272] child
[272] owes
[272] life

Top Words in Tweet in G5:
[185] baby
[184] cesarean
[182] spinesurgeon
[128] admitted
[127] pregnant
[127] woman
[127] unconscious
[127] state
[127] falling
[127] two

Top Words in Tweet in G6:
[18] section
[16] to_discussion
[14] redusa21
[14] prolifememetics
[13] libertyjen
[12] maddogcoops
[10] coffeemama91
[8] vajra21
[5] vaginal
[5] baby

Top Words in Tweet in G7:
[59] delivery
[35] between
[35] mode
[35] maternal
[35] neonatal
[35] outcomes
[25] cesarean
[21] vaginal
[21] birth
[20] jama_current

Top Words in Tweet in G8:
[2] ovaries

Top Words in Tweet in G9:
[50] temperature
[50] humidity
[50] virus
[50] surfaces
[50] section
[49] reuters
[33] infected
[33] mothers
[32] affects
[32] life

Top Words in Tweet in G10:
[46] celebrating
[26] bunyoro
[24] #empaango2020
[24] section
[23] banyoro
[23] scientifically
[23] tomorrow
[22] pkwesiga
[22] scienti
[12] 1879

Top Word Pairs
Top Word Pairs in Tweet in G2:
[1820] cesarean,incisions
[1820] themedicaivideo,cesarean

Top Word Pairs in Tweet in G3:
[1109] emergency,section
[1108] cesarean,section
[] covid,19
[] temperature,humidity
[] section,scar
[] cesarean,delivery
[] having,section
[] humidity,affects
[] section,raise
[] raise,risk

Top Word Pairs in Tweet in G4:
[28] abebeellie,joshuapotash
[22] ataraxisg,abebeellie
[18] black,women
[15] born,section
[13] child,born
[13] section,owes
[13] owes,life
[12] life,black
[12] joshuapotash,yep
[12] yep,child

Top Word Pairs in Tweet in G5:
[282] pregnant,woman
[281] woman,admitted
[279] admitted,unconscious
[273] unconscious,state
[272] state,falling
[272] falling,two
[272] two,wheeler
[272] wheeler,cesarean
[271] cesarean,deliver
[271] deliver,baby

Top Word Pairs in Tweet in G6:
[127] to_discussion,redusa21
[127] redusa21,prolifememetics
[127] libertyjen,maddogcoops
[127] maddogcoops,coffeemama91
[127] coffeemama91,to_discussion
[127] vajra21,libertyjen
[127] stevieanntas,maestra_momma
[127] vixmcintyre,frothyfatcoffee
[127] frothyfatcoffee,hedwiggraymalk
[127] cesarean,section

Top Word Pairs in Tweet in G7:
[14] between,mode
[14] mode,delivery
[9] maternal,neonatal
[8] cesarean,delivery
[8] associations,between
[5] delivery,vaginal
[3] vaginal,vs
[3] vs,cesarean
[3] delivery,maternal
[3] neonatal,birth

Top Word Pairs in Tweet in G8:

Top Word Pairs in Tweet in G9:
[] temperature,humidity
[] surfaces,section
[] reuters,temperature
[] infected,mothers
[] humidity,affects
[] affects,virus
[] virus,life
[] life,surfaces
[] section,raise
[] raise,risk

Top Word Pairs in Tweet in G10:
[50] banyoro,celebrating
[50] celebrating,#empaango2020
[49] #empaango2020,scientifically
[33] scientifically,tomorrow
[32] tomorrow,celebrating
[32] pkwesiga,banyoro
[32] celebrating,scienti
[32] cesarean,section
[32] section,performed
[32] first,section

Top Replied-To
Top Replied-To in Entire Graph:
@abebeellie
@eyram_k
@libertyjen
@dydda2011
@vajra21
@jumiraclee
@thesydneya
@april_e_jackson
@iamlilyellla
@garciarosalind

Top Replied-To in G1:
@krystinaarielle
@uc_kalu_writes

Top Replied-To in G2:
@awinpm
@themedicaivideo

Top Replied-To in G4:
@abebeellie
@realhughfield
@colleen1596
@ataraxisg
@evie778
@pdxpestle
@mrsallnut
@shockfox99
@ngatiaesq

Top Replied-To in G6:
@libertyjen
@vajra21
@heather4amazon
@abovenun
@npwdbackup1
@janemarch888
@again_jenn
@bbc_dip
@maddogcoops
@remmy81017013

Top Replied-To in G8:
@kjsparty

Top Replied-To in G10:
@barbarakaija

Top Mentioned
Top Mentioned in Entire Graph:
@krystinaarielle
@themedicaivideo
@abebeellie
@joshuapotash
@ataraxisg
@spinesurgeon
@reuters
@themeritpitbull
@udyelle
@pkwesiga

Top Mentioned in G1:
@krystinaarielle
@hawkeyebrooke
@fndungeonmom

Top Mentioned in G2:
@themedicaivideo

Top Mentioned in G3:
@inhalemama

Top Mentioned in G4:
@abebeellie
@joshuapotash
@ataraxisg
@ngatiaesq
@pdxpestle
@tommygurl1294
@eyeharthomonyms
@krystinaarielle
@diamond_girl413
@shockfox99

Top Mentioned in G5:
@spinesurgeon

Top Mentioned in G6:
@to_discussion
@redusa21
@prolifememetics
@maddogcoops
@coffeemama91
@libertyjen
@vajra21
@prayingmrs
@stevieanntas
@maestra_momma

Top Mentioned in G7:
@jama_current
@emilysharpe
@ja
@stanford_obanes
@anesthesia_mom
@soaphq
@mariasheikhmd
@aljabut
@ruthi_landau
@allisonleenyc

Top Mentioned in G8:
@bluenamicomin
@ladyoftheocean1
@tomdoubting
@brokeroca
@thedemorats
@btcrob
@wahrherzlich
@politicspot
@blue_irl
@angel1350852961

Top Mentioned in G9:
@reuters
@celiacdisease

Top Mentioned in G10:
@pkwesiga
@mutabazi01
@joshuabasiima
@bunyorokitaraus
@bunyoro_kitara
@nzemugume
@nzeekirungi
@julyovet

Top Tweeters
Top Tweeters in Entire Graph:
@littlebytesnews
@independent
@yarosisnancy
@andyvermaut
@ndtv
@eurekamag
@rosenchild
@bootleggirl
@elknight20
@manilabulletin

Top Tweeters in G1:
@elknight20
@angelsscream
@troublesomegabe
@mlczone
@katelaity
@radseed
@tendin2
@trashulie
@prettymoodyy
@ewasr

Top Tweeters in G2:
@evyonk
@ololademe
@jeisonvillalba
@krandemirkollu2
@eddygurll
@keensybad
@boombeamktxl
@draschraf
@ledim97
@lamriams

Top Tweeters in G3:
@littlebytesnews
@andyvermaut
@eurekamag
@ogbeardedbandit
@effiemagic
@lastcharmander
@deansherrys
@kashyapdeepak83
@sheis_g
@peace_lola

Top Tweeters in G4:
@frecklesxx20
@tylaskan
@ab_owl
@ndukuwambua
@eweredavid
@relkia21
@h_l_ma
@_hogwartstyles
@stelliejessie
@lytanbabs

Top Tweeters in G5:
@mekalapugazh
@karthikrobben
@gdelango
@aususa7
@meenavyas50
@pduggiraala
@paulitwitz
@vanithaj
@sakthivel_twitt
@gopalbalaji

Top Tweeters in G6:
@benshapiro
@hedwiggraymalk
@heather4amazon
@tmiwitw
@shantipixie
@bradleycgibbs
@stevieanntas
@libertyjen
@bbc_dip
@stephfeminist

Top Tweeters in G7:
@rosenchild
@hubbucket
@monitor_ph
@drferdowsi
@maritahennessy
@adrimarqueze
@rodman12angie
@ron_george
@armandoaburto
@jama_current

Top Tweeters in G8:
@rickysi16087724
@pookietooth
@vortexvixen45
@terib3294
@ladyoftheocean1
@politicspot
@nationalistof
@steelcityek
@angel1350852961
@brian_alford

Top Tweeters in G9:
@reuters
@michaelorndoff
@ohiomary
@janattheocean
@pelleg1gabriell
@gwinniejones
@gombang
@smackmom25
@sekretarzxxl
@julinka2011

Top Tweeters in G10:
@omuzibuwaalu
@nzeekirungi
@fattah256
@julyovet
@foxy_patrysha
@nzemugume
@sherrytums
@caceafrica
@vianroberts
@ratuzarirwe


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