cesarean OR c-section, Twitter, 3/27/2020 7:32:56 PM, 223863


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cesarean OR c-section_2020-03-27_05-50-07.xlsx
cesarean OR c-section_2020-03-27_05-50-07.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 27, 2020
Short Description:
cesarean OR c-section via NodeXL https://bit.ly/2UlZNdZ
@selenamua_
@thehealthvids
@medicalhacks_
@mabok_milo_
@dragondaddy13
@themedicaivideo
@suhahayy
@elleltrishia
@kim_agulto11
@fafau_zizia

Top hashtags:
#rukban
#covid19
#cesarean
#umphakathi
#covidob
#pregnancy

Description:
Description
The graph represents a network of 5,700 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, 27 March 2020 at 12:51 UTC.

The requested start date was Friday, 27 March 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 2-day, 20-hour, 56-minute period from Tuesday, 24 March 2020 at 03:04 UTC to Friday, 27 March 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 : 5700
Unique Edges : 5494
Edges With Duplicates : 316
Total Edges : 5810
Number of Edge Types : 4
Mentions : 682
Replies to : 427
MentionsInRetweet : 4260
Tweet : 441
Self-Loops : 441
Reciprocated Vertex Pair Ratio : 0.00560494781600309
Reciprocated Edge Ratio : 0.0111474149529118
Connected Components : 722
Single-Vertex Connected Components : 299
Maximum Vertices in a Connected Component : 3277
Maximum Edges in a Connected Component : 3342
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 4.221284
Graph Density : 0.000160169681969444
Modularity : 0.810993
NodeXL Version : 1.0.1.428
Data Import : The graph represents a network of 5,700 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, 27 March 2020 at 12:51 UTC.

The requested start date was Friday, 27 March 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 2-day, 20-hour, 56-minute period from Tuesday, 24 March 2020 at 03:04 UTC to Friday, 27 March 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:
[14] https://www.liveaction.org/news/doctor-sentenced-refusing-abort-saving-mom-child/
[7] https://www.liveaction.org/news/doctor-sentenced-refusing-abort-saving-mom-child/?utm_source=dlvr.it&utm_medium=twitter
[5] https://english.alaraby.co.uk/english/news/2020/3/25/syrians-appeal-to-jordan-to-save-five-pregnant-women
[4] https://trends.gab.com/item/5e7ce33393700b15450b9492
[4] https://twitter.com/natureiscruei/status/1242528623245938688
[4] https://www.reddit.com/r/pics/comments/fodxwe/1_emergency_csection_3_hospitals_a_helicopter/?utm_source=ifttt
[3] https://en.isico.it/2019/12/27/scoliosis-and-pregnancy-its-possible/
[3] https://www.devdiscourse.com/article/health/720639-impatience-and-intolerance-among-pregnant-women-also-adding-to-cesarean-delivery
[3] https://twitter.com/9GAG/status/1242889487639691265
[3] https://htv.com.pk/moms/natural-ways-heal-c-section-surgery

Top URLs in Tweet in G4:
[10] https://www.liveaction.org/news/doctor-sentenced-refusing-abort-saving-mom-child/
[4] https://www.reddit.com/r/pics/comments/fodxwe/1_emergency_csection_3_hospitals_a_helicopter/?utm_source=ifttt
[3] https://twitter.com/natureiscruei/status/1242528623245938688
[3] https://en.isico.it/2019/12/27/scoliosis-and-pregnancy-its-possible/
[2] https://twitter.com/chrissyteigen/status/1241975427809177600
[2] https://twitter.com/MedicalHacks_/status/1241675187122089984
[2] https://twitter.com/holacarmitooo/status/1242115333487497217
[2] https://www.usnews.com/news/healthiest-communities/articles/2020-03-05/the-rate-of-vaginal-birth-after-c-section-is-increasing-in-the-us-the-cdc-finds?src=usn_tw
[2] https://twitter.com/9GAG/status/1242889487639691265
[1] https://timesofindia.indiatimes.com/articleshow/74767240.cms?utm_source=contentofinterest&utm_medium=text&utm_campaign=cppst

Top URLs in Tweet in G6:
[7] https://www.liveaction.org/news/doctor-sentenced-refusing-abort-saving-mom-child/?utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/aaplog/status/1242428781765197824
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3410505/

Top URLs in Tweet in G8:
[1] https://twitter.com/rapplerdotcom/status/1242771765123842048

Top URLs in Tweet in G9:
[1] https://twitter.com/iam_thalapathi/status/1242656169912459264

Top URLs in Tweet in G10:
[1] https://www.youtube.com/watch?v=4fVeDyHtFX8&feature=youtu.be


Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[55] rukban
[15] covid19
[15] cesarean
[15] umphakathi
[13] covidob
[12] pregnancy
[10] mothernotpatient
[7] women
[6] pregnant
[6] pregnantlady



Top Hashtags in Tweet in G4:
[5] pregnancy
[4] csection
[4] cesarean
[3] covid19
[3] scoliosis
[3] c
[2] coronavirus
[2] postnatal
[2] birth
[2] healing

Top Hashtags in Tweet in G10:
[54] rukban
[1] arableague

Top Words
Top Words in Tweet in Entire Graph:
[4048] Words in Sentiment List#1: Positive
[1324] Words in Sentiment List#2: Negative
[6] Words in Sentiment List#3: Angry/Violent
[105636] Non-categorized Words
[111008] Total Words
[4640] section
[2076] cesarean
[1716] baby
[1637] quarantine
[1632] great

Top Words in Tweet in G1:
[1520] section
[1519] selenamua_
[1513] day
[1513] quarantine
[1513] went
[1513] smooth
[1513] cuties
[1513] great
[1513] shape
[1513] mother

Top Words in Tweet in G2:
[955] medicalhacks_
[955] cesarean
[955] section
[954] delivery
[954] surgical
[954] procedure
[954] used
[954] deliver
[954] baby
[954] incisions

Top Words in Tweet in G3:
[725] cesarean
[725] section
[717] themedicaivideo
[398] delivery
[398] surgical
[398] procedure
[398] used
[398] deliver
[398] baby
[398] incisions

Top Words in Tweet in G4:
[289] section
[67] baby
[65] cesarean
[46] birth
[34] emergency
[28] having
[22] born
[22] gt
[21] delivery
[19] hospital

Top Words in Tweet in G5:
[125] section
[124] cesarean
[122] delivery
[122] surgical
[122] procedure
[122] used
[122] deliver
[122] baby
[122] incisions
[122] abdomen

Top Words in Tweet in G6:
[98] abortion
[94] medical
[94] clear
[93] great
[93] news
[93] 30k
[93] physicians
[93] let's
[93] make
[93] elective

Top Words in Tweet in G7:
[192] sonic
[96] quarantine
[96] time
[96] gang
[96] silver
[96] perform
[96] section
[96] orange
[96] vector
[96] hoards

Top Words in Tweet in G8:
[80] section
[78] sister
[78] scheduled
[78] makati
[78] med
[78] last
[78] monday
[78] cancelled
[78] chaos
[77] quarkhenares

Top Words in Tweet in G9:
[240] க
[192] ட
[97] த
[96] ற
[96] ல
[96] ப
[48] இன
[48] 50
[48] மண
[48] யளவ

Top Words in Tweet in G10:
[70] one
[56] women
[54] #rukban
[54] camp
[54] section
[35] need
[35] deliver
[35] without
[35] today
[35] worst

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1525] section,went
[1523] cesarean,delivery
[1523] quarantine,section
[1523] went,smooth
[1522] mother,recovering
[1521] day,quarantine
[1520] smooth,cuties
[1520] cuties,great
[1520] great,shape
[1520] shape,mother

Top Word Pairs in Tweet in G1:
[1513] day,quarantine
[1513] quarantine,section
[1513] section,went
[1513] went,smooth
[1513] smooth,cuties
[1513] cuties,great
[1513] great,shape
[1513] shape,mother
[1513] mother,recovering
[1510] selenamua_,day

Top Word Pairs in Tweet in G2:
[954] cesarean,delivery
[954] delivery,section
[954] section,surgical
[954] surgical,procedure
[954] procedure,used
[954] used,deliver
[954] deliver,baby
[954] baby,incisions
[954] incisions,abdomen
[954] abdomen,uterus

Top Word Pairs in Tweet in G3:
[398] cesarean,delivery
[398] delivery,section
[398] section,surgical
[398] surgical,procedure
[398] procedure,used
[398] used,deliver
[398] deliver,baby
[398] baby,incisions
[398] incisions,abdomen
[392] themedicaivideo,cesarean

Top Word Pairs in Tweet in G4:
[33] emergency,section
[20] cesarean,section
[11] doctor,sentenced
[10] cesarean,delivery
[10] sentenced,saving
[10] saving,mom
[10] child,emergency
[10] section,instead
[10] instead,aborting
[10] aborting,baby

Top Word Pairs in Tweet in G5:
[122] cesarean,delivery
[122] delivery,section
[122] section,surgical
[122] surgical,procedure
[122] procedure,used
[122] used,deliver
[122] deliver,baby
[122] baby,incisions
[122] incisions,abdomen
[122] abdomen,uterus

Top Word Pairs in Tweet in G6:
[93] great,news
[93] news,30k
[93] 30k,physicians
[93] physicians,let's
[93] let's,make
[93] make,clear
[93] clear,abortion
[93] abortion,elective
[93] elective,medical
[93] medical,reason

Top Word Pairs in Tweet in G7:
[96] quarantine,time
[96] time,sonic
[96] sonic,gang
[96] gang,sonic
[96] sonic,silver
[96] silver,perform
[96] perform,section
[96] section,orange
[96] orange,vector
[96] vector,hoards

Top Word Pairs in Tweet in G8:
[78] sister,scheduled
[78] scheduled,section
[78] section,makati
[78] makati,med
[78] med,last
[78] last,monday
[78] monday,cancelled
[78] cancelled,chaos
[77] quarkhenares,sister
[77] chaos,ho

Top Word Pairs in Tweet in G9:
[96] ட,ட
[48] இன,ற
[48] ற,க
[48] க,ல
[48] ல,50
[48] 50,மண
[48] மண,யளவ
[48] யளவ,ல
[48] ல,எனத
[48] எனத,மன

Top Word Pairs in Tweet in G10:
[54] women,#rukban
[35] one,women
[35] #rukban,camp
[35] camp,need
[35] need,section
[35] section,deliver
[35] deliver,without
[35] without,one
[35] one,today
[35] today,worst

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@selenamua_
@medicalhacks_
@themedicaivideo
@thehealthvids
@vivicarol0200
@alisonhowardc
@quarkhenares
@iam_thalapathi
@1962wren
@omidong

Top Mentioned in G1:
@selenamua_
@rudegyalmauni
@djcelsius_
@firstwefeast

Top Mentioned in G2:
@medicalhacks_
@itswiselearning
@catsaura

Top Mentioned in G3:
@themedicaivideo
@medicalhacks_

Top Mentioned in G4:

Top Mentioned in G5:
@thehealthvids
@themedicaivideo
@selenamua_
@medicalhacks_

Top Mentioned in G6:
@alisonhowardc
@liveactionnews
@liveaction
@lilagracerose
@papagrady
@studentsforlife
@egiogirl
@conservativehun
@juanahula

Top Mentioned in G7:
@vivicarol0200

Top Mentioned in G8:
@quarkhenares
@senkokopimentel
@cnnphilippines
@gyujongwoo

Top Mentioned in G9:
@iam_thalapathi
@vineethians
@seeniwatson1983
@thiaga87
@ghilli006
@hellboy_forever
@riffath_m

Top Mentioned in G10:
@1962wren
@tntranslations
@uksyriarep
@oirspox
@oirdcom
@arableague_gs

Top Tweeters
Top Tweeters in Entire Graph:
@tesco
@catsaura
@5fec93919a544d3
@abscbnnews
@karlos_240
@tenji95
@eurekamag
@homerman3459
@gmanews
@rapplerdotcom

Top Tweeters in G1:
@5fec93919a544d3
@bolero_rire
@livvvan
@xristopoulos77
@sofie_lovee
@cutieqtpatootie
@pojiepooh
@the_best_man_57
@mirchiladdoo
@girlywolfpup

Top Tweeters in G2:
@catsaura
@harokook
@nancypeggy
@yaminivalli_01
@whckq
@ungpapha
@kafuimodrizzy
@adorkable153
@peanut_butter04
@tinkletae_bts

Top Tweeters in G3:
@_seeayinx2
@luisgomez33
@blackrm_
@prav2410
@herrreza
@marisule26
@zaddy_mac
@imadesatancum
@dimassuryatmojo
@mafernandarawr

Top Tweeters in G4:
@eurekamag
@80sbabeeangel
@pieceofpooo
@cardsrhumorous
@poetdun
@toyagreen
@instantnewspk
@malpracticelaw1
@catholic_radio
@nancipants

Top Tweeters in G5:
@mani7258758
@bananarchyson
@ezznone
@colonakin
@ren_kaos
@aniskhalidi
@belladee99
@aliaxfifah_
@aa10109x
@sillybillyoffc_

Top Tweeters in G6:
@pimenov_lia
@pastorabharris
@franceschinian2
@kimmy852
@paul4better
@ladykrystyna
@phys878
@jauremom
@missbrneyes
@irishprolifer

Top Tweeters in G7:
@mintamenapie
@jaksonic5678
@sparksechidna
@galvatrx
@kctemechan
@tamwellandco
@fluffehkitsune
@realmegsaura
@conductorcolin
@puyosquid88

Top Tweeters in G8:
@homerman3459
@umelley
@rosemaini_16
@janaiahrayne
@cnnphilippines
@caunterose
@kulit_jo
@teresamainer
@tintirintin22
@choleng68

Top Tweeters in G9:
@ghilli006
@sabapadhi_ak
@sharan_sapphire
@thisisforvj
@raviprasath959
@seeniwatson1983
@riffath_m
@kumara_kumaraa
@rohitmaara
@gopinat38606021

Top Tweeters in G10:
@publicoutcrysy
@eatingmypeaz
@muzahara2
@bonniekipperman
@dwolfe70
@peacelily01
@simonajeger
@aasaraiko
@mudassi45243263
@1962wren


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