cesarean OR c-section, Twitter, 1/22/2021 8:38:02 PM, 246252


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cesarean OR c-section_2021-01-22_06-29-01.xlsx
cesarean OR c-section_2021-01-22_06-29-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 22, 2021
Short Description:
cesarean OR c-section via NodeXL https://bit.ly/3c0r7HW
@beynaveed
@pettywap0
@tiniz
@_shakira_a
@anjalaaay
@postinortwo
@al_afdal1
@ayoolaakere07
@gtfomaroua
@olawalesmd

Top hashtags:
#covid19
#onthisday
#cesarean
#pedipath
#grosspath
#ethiopia
#ahc
#hungary

Description:
Description
The graph represents a network of 8,927 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, 22 January 2021 at 14:33 UTC.

The requested start date was Friday, 22 January 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 9-day, 9-hour, 55-minute period from Tuesday, 12 January 2021 at 15:03 UTC to Friday, 22 January 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 : 8927
Unique Edges : 3334
Edges With Duplicates : 10987
Total Edges : 14321
Number of Edge Types : 5
Retweet : 5111
MentionsInRetweet : 5351
Tweet : 1179
Replies to : 1169
Mentions : 1511
Self-Loops : 1199
Reciprocated Vertex Pair Ratio : 0.00937417480855558
Reciprocated Edge Ratio : 0.0185742315238718
Connected Components : 1831
Single-Vertex Connected Components : 813
Maximum Vertices in a Connected Component : 3684
Maximum Edges in a Connected Component : 7525
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.200262
Graph Density : 9.59433928711135E-05
Modularity : 0.533677
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 8,927 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, 22 January 2021 at 14:33 UTC.

The requested start date was Friday, 22 January 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 9-day, 9-hour, 55-minute period from Tuesday, 12 January 2021 at 15:03 UTC to Friday, 22 January 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 : 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:
[30] https://twitter.com/leonardcowalski/status/1352048723895832576
[9] https://www.instagram.com/accounts/login/
[8] https://www.usatoday.com/story/news/health/2020/12/21/the-joint-commission-report-cesarean-section-birth-rates/3943700001/
[6] http://www.medicinenet.com/script/main/art.asp?articlekey=250823&utm_source=dlvr.it&utm_medium=twitter
[5] https://www.careopinion.org.uk/815953
[5] https://twitter.com/lDidNotKnowThat/status/1313170367863644160/video/1
[5] https://www.breakingnews.ie/world/russian-woman-united-with-baby-after-covid-19-c-section-and-51-days-on-life-support-1063332.html?utm_source=dlvr.it&utm_medium=twitter
[4] https://www.news18.com/news/lifestyle/know-the-difference-between-natural-birth-and-cesarean-surgery-3279227.html
[4] https://twitter.com/anaes_journal/status/1349280026445950976
[3] http://shoppingdealer.com/?p=102839

Top URLs in Tweet in G2:
[1] http://zerosense.com
[1] https://twitter.com/pettywap0/status/1349039895352909833

Top URLs in Tweet in G3:
[27] https://twitter.com/leonardcowalski/status/1352048723895832576
[6] http://www.medicinenet.com/script/main/art.asp?articlekey=250823&utm_source=dlvr.it&utm_medium=twitter
[3] https://twitter.com/trashcrumpet/status/1350053420942585856
[3] https://twitter.com/liberianlois/status/1349865304525049856
[3] https://www.instagram.com/accounts/login/
[3] https://spitupandsitups.com/c-section-recovery-must-haves/
[3] http://shoppingdealer.com/?p=102839
[3] http://shoppingdealer.com/?p=102423
[2] https://www.gofundme.com/f/emergency-csection-for-scarlett?utm_source=twitter&utm_medium=social&utm_campaign=p_cp+share-sheet
[2] https://twitter.com/darebear1226/status/1350511629977452547

Top URLs in Tweet in G5:
[1] https://journals.lww.com/greenjournal/Fulltext/2021/01000/Fetal_Head_Station_at_Second_Stage_Dystocia_and.19.aspx
[1] https://journals.lww.com/greenjournal/Fulltext/2020/12000/Cesarean_Delivery_and_Gender_of_Delivering.16.aspx
[1] https://creogsovercoffee.com/notes/2021/1/3/the-standardized-cesarean-section

Top URLs in Tweet in G9:
[1] https://twitter.com/Fredostar_MD/status/1350807633163378689

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[59] covid19
[46] onthisday
[37] cesarean
[29] pedipath
[29] grosspath
[25] ethiopia
[25] ahc
[18] hungary
[15] csection
[14] pregnancy



Top Hashtags in Tweet in G3:
[9] cesarean
[8] birth
[7] csection
[4] lisamontgomery
[3] pregnancy
[3] momlife
[2] bobbiejostinnett
[2] maternalhealth
[2] healthcare
[2] childbirth

Top Hashtags in Tweet in G5:
[5] obgyn
[3] ob
[3] cesarean
[1] residentphysician
[1] tolac
[1] surgery
[1] foamob
[1] foamed
[1] meded
[1] medtwitter

Top Hashtags in Tweet in G9:
[5] bodimata
[4] theearlimormorshow

Top Words
Top Words in Tweet in Entire Graph:
[6401] section
[3897] baby
[2738] hospital
[2452] mother
[2432] pregnant
[2367] delivered
[2299] rushed
[2295] ventilator
[2291] medics
[2290] covid19

Top Words in Tweet in G1:
[2261] mother
[2261] baby
[2261] section
[2260] pregnant
[2260] covid19
[2260] rushed
[2260] hospital
[2260] delivered
[2260] ventilator
[2260] switched

Top Words in Tweet in G2:
[901] section
[897] born
[895] birthday
[894] pettywap0
[894] mfs
[894] nerve
[894] call
[894] nah
[894] bro
[894] ur

Top Words in Tweet in G3:
[758] section
[165] baby
[158] cesarean
[108] birth
[70] born
[61] emergency
[57] day
[53] scar
[48] time
[48] one

Top Words in Tweet in G4:
[577] baby
[296] hospital
[280] cesarean
[280] rm11k
[279] planning
[279] funeral
[279] again
[279] died
[279] day
[279] birth

Top Words in Tweet in G5:
[127] section
[113] ackertkathleen
[112] mom
[112] baby
[111] last
[111] night
[111] usually
[111] ask
[111] anesthesia
[111] drop

Top Words in Tweet in G6:
[137] section
[133] first
[133] cesarean
[133] today
[133] primary
[133] surgeon
[132] anjalaaay
[3] beynaveed
[3] pregnant
[3] mother

Top Words in Tweet in G7:
[124] ur
[124] section
[124] baby
[124] don
[124] birthday
[124] release
[124] date
[123] judahelise

Top Words in Tweet in G8:
[104] section
[102] anne_theriault
[99] baby
[98] man
[98] born
[98] thing
[97] told
[97] 9yo
[97] whole
[97] woman

Top Words in Tweet in G9:
[109] cesarean
[108] section
[91] baby
[91] planning
[91] vaginal
[91] birth
[90] considering
[90] having
[90] one
[89] olawalesmd

Top Words in Tweet in G10:
[89] anatomy
[89] cesarean
[88] themedicalvidz

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2320] baby,delivered
[2302] delivered,section
[2290] pregnant,mother
[2290] rushed,hospital
[2289] mother,covid19
[2289] covid19,rushed
[2289] hospital,baby
[2289] section,ventilator
[2289] ventilator,switched
[2289] switched,medics

Top Word Pairs in Tweet in G1:
[2260] pregnant,mother
[2260] mother,covid19
[2260] covid19,rushed
[2260] rushed,hospital
[2260] hospital,baby
[2260] baby,delivered
[2260] delivered,section
[2260] section,ventilator
[2260] ventilator,switched
[2260] switched,medics

Top Word Pairs in Tweet in G2:
[897] born,section
[894] mfs,born
[894] section,nerve
[894] nerve,call
[894] call,birthday
[894] birthday,nah
[894] nah,bro
[894] bro,ur
[894] ur,release
[894] release,date

Top Word Pairs in Tweet in G3:
[53] emergency,section
[40] section,baby
[40] section,scar
[37] cesarean,section
[19] lil,section
[17] born,section
[15] section,recovery
[15] scheduled,section
[13] birth,section
[13] give,birth

Top Word Pairs in Tweet in G4:
[279] planning,baby
[279] baby,funeral
[279] funeral,again
[279] again,baby
[279] baby,died
[279] died,day
[279] day,birth
[279] birth,cesarean
[279] cesarean,non
[279] non,msian

Top Word Pairs in Tweet in G5:
[111] section,last
[111] last,night
[111] night,usually
[111] usually,ask
[111] ask,anesthesia
[111] anesthesia,drop
[111] drop,drapes
[111] drapes,show
[111] show,mom
[111] mom,baby

Top Word Pairs in Tweet in G6:
[133] first,cesarean
[133] cesarean,section
[133] section,today
[133] today,primary
[133] primary,surgeon
[132] anjalaaay,first
[3] beynaveed,pregnant
[3] pregnant,mother
[3] mother,covid19
[3] covid19,rushed

Top Word Pairs in Tweet in G7:
[124] ur,section
[124] section,baby
[124] baby,don
[124] don,birthday
[124] birthday,release
[124] release,date
[123] judahelise,ur

Top Word Pairs in Tweet in G8:
[98] section,baby
[97] told,9yo
[97] 9yo,whole
[97] whole,man
[97] man,woman
[97] woman,born
[97] born,thing
[97] thing,few
[97] few,years
[97] years,ago

Top Word Pairs in Tweet in G9:
[106] cesarean,section
[91] vaginal,birth
[90] considering,having
[90] having,baby
[90] baby,one
[90] one,cesarean
[90] section,planning
[90] planning,vaginal
[89] olawalesmd,considering
[7] dr,fredostar_md

Top Word Pairs in Tweet in G10:
[89] anatomy,cesarean
[88] themedicalvidz,anatomy

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@beynaveed
@pettywap0
@tiniz
@anjalaaay
@judahelise
@ackertkathleen
@anne_theriault
@olawalesmd
@themedicalvidz
@surgeon_general

Top Mentioned in G1:
@beynaveed

Top Mentioned in G2:
@pettywap0
@beynaveed

Top Mentioned in G3:
@inkhear30456510
@realnasasira
@sillymickel
@bakri_balloon
@healthunits
@doc_m_7

Top Mentioned in G4:
@tiniz
@beynaveed

Top Mentioned in G5:
@ackertkathleen
@curiouswilds
@greenjrnl
@soledadobrien
@beranmd
@creogsovercoff1
@mfmsperling
@joshuadahlkemd

Top Mentioned in G6:
@anjalaaay
@beynaveed
@pettywap0

Top Mentioned in G7:
@judahelise

Top Mentioned in G8:
@anne_theriault
@neolithicsheep

Top Mentioned in G9:
@olawalesmd
@fredostar_md
@tualebaba1
@wazobia_fm
@fredos
@beynaveed
@pettywap0

Top Mentioned in G10:
@themedicalvidz

Top Tweeters
Top Tweeters in Entire Graph:
@tesco
@dublencoigor
@sainsburys
@cnnnews18
@thehill
@gmanews
@teram323tere
@_globalcareers
@sheiladecker19
@walker8701

Top Tweeters in G1:
@moadekunleoni
@dejokecarew
@satirist_indian
@ishagshafeeg
@hafizatulnasuha
@wheelsntoys
@culiraj
@illathhassan
@musadiqz
@waseemqadiri

Top Tweeters in G2:
@76ercule
@deeva4dlord
@postinortwo
@justkimberly___
@okt_ranking
@tholar_williams
@oluwaswizzhits
@tweetsbykeezy
@dc_ross55
@biteesammiee

Top Tweeters in G3:
@_globalcareers
@dev_discourse
@jcomm_newsfeeds
@alroeya
@mamman_uthman
@septembers_song
@kimalexapr
@goygarland
@sillymickel
@mrbanker12

Top Tweeters in G4:
@luqmannyamiin
@farraaaron
@atiqahrhm
@flux_z
@malequearrasyid
@eddydaud
@michellelanious
@watiesam_
@izzatihashim_
@pearkuku

Top Tweeters in G5:
@teram323tere
@amyayers16
@ketaminh
@hackneywick
@dvanhook822
@sofie_lovee
@charlenegapeach
@fydsy
@dankaszeta
@anitawarren2

Top Tweeters in G6:
@sphu_
@the_president10
@nashlumu
@whoisurgod
@mh1248
@andiwoandy
@mistrgill
@heyymahira
@mizzzidc
@rickysleeze

Top Tweeters in G7:
@bimbojimiin
@nobodywantsd
@yofavebaddie
@__ahhh__lexx__
@awbrey__
@bigvicee
@aiviysarymit
@p_r_m96
@lil4nge111
@judahelise

Top Tweeters in G8:
@sheiladecker19
@saintwalker98
@emccoy_writer
@neolithicsheep
@outofmyplanet
@molliekatie
@popeyeotaku
@tvchiquita
@barryhammock
@doorbellqn

Top Tweeters in G9:
@simplemacsmith
@yettyclassy
@wazobia_fm
@_seyyi
@nkay_yo
@kagemartinz
@ikharowhiz
@spinnmoviespot
@rukxy
@yorubaboymedia

Top Tweeters in G10:
@itz_iyisam
@nn_namtarnn
@caryyour_
@hughes_colton
@badgyallriri
@mishamish01
@_yes247
@izzydoubleyou
@king_philz_
@liaaylin96


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