cesarean OR c-section, Twitter, 7/31/2020 1:20:23 PM, 231490


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cesarean OR c-section_2020-07-31_06-04-49.xlsx
cesarean OR c-section_2020-07-31_06-04-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 31, 2020
Short Description:
cesarean OR c-section via NodeXL https://bit.ly/2ExlPot
@some_ka_chick
@docjomichel
@georgefoster72
@puemalol
@thisdayirish
@vbigelow
@isthisthingon31
@jiggyjayy2
@nikkib_natural
@cesck_ozil

Top hashtags:
#noremorse
#covid
#cesarean
#medbikini
#uterus
#pregnancy

Description:
Description
The graph represents a network of 6,268 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, 31 July 2020 at 13:08 UTC.

The requested start date was Friday, 31 July 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 8-day, 1-hour, 8-minute period from Wednesday, 22 July 2020 at 19:40 UTC to Thursday, 30 July 2020 at 20:49 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 : 6268
Unique Edges : 3469
Edges With Duplicates : 6318
Total Edges : 9787
Number of Edge Types : 5
Replies to : 1206
Mentions : 1727
Retweet : 2711
MentionsInRetweet : 3049
Tweet : 1094
Self-Loops : 1124
Reciprocated Vertex Pair Ratio : 0.0177449168207024
Reciprocated Edge Ratio : 0.0348710497638939
Connected Components : 1577
Single-Vertex Connected Components : 717
Maximum Vertices in a Connected Component : 857
Maximum Edges in a Connected Component : 1713
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 2.202441
Graph Density : 0.000140167563627062
Modularity : 0.590595
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 6,268 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, 31 July 2020 at 13:08 UTC.

The requested start date was Friday, 31 July 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 8-day, 1-hour, 8-minute period from Wednesday, 22 July 2020 at 19:40 UTC to Thursday, 30 July 2020 at 20:49 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:
[47] https://twitter.com/jiggyjayy2/status/1287415480874078208
[19] https://gbafrique.com/news/pages.php?news=7130&title=Ridge%20Hospital:%20Doctors%20leave%20huge%20towel%20in%20woman%E2%80%99s%20tummy%20for%209%20months%20after%20C-section&title1=1
[8] https://twitter.com/j_motoki/status/1288203842635669504
[8] https://twitter.com/_merceey/status/1286812263479939072
[8] https://www.addressghana.com/ridge-hospital-doctors-leave-huge-towel-in-womans-tummy-for-9-months-after-c-section/
[6] https://twentytwowords.com/minnesota-mom-dies-of-coronavirus-after-giving-birth-while-on-ventilator/?add_slides=99&utm_content=bufferf8e1d&utm_medium=social&utm_source=twitter&utm_campaign=know
[5] https://www.devdiscourse.com/article/health/713070-c-section-brings-many-complications-says-dr-saloni-gupta-ob-gyn-abhishek-hospital
[5] https://www.devdiscourse.com/article/health/720639-impatience-and-intolerance-among-pregnant-women-also-adding-to-cesarean-delivery
[5] https://cyprus-mail.com/2020/07/27/clinic-tries-to-beat-the-c-section-culture/
[5] https://twitter.com/kalifromdavalli/status/1286724961034309633

Top URLs in Tweet in G2:
[41] https://twitter.com/jiggyjayy2/status/1287415480874078208
[8] https://twitter.com/_merceey/status/1286812263479939072
[7] https://twitter.com/j_motoki/status/1288203842635669504
[5] https://twitter.com/kalifromdavalli/status/1286724961034309633
[4] https://twitter.com/J_Motoki/status/1288203842635669504
[3] https://twitter.com/keally22/status/1286088539545849856
[3] https://twitter.com/AhmedBuehlerMD/status/1287446669592682496
[3] http://www.inhalemama.com/water-hydration-c-section-healing/
[2] https://twitter.com/waydamin/status/1286077131244670977
[2] https://twitter.com/abitofjoie/status/1285637362928832513

Top URLs in Tweet in G3:
[1] https://twitter.com/sierradeciduous/status/1286746951023759360?s=21
[1] https://twitter.com/sierradeciduous/status/1286746951023759360

Top URLs in Tweet in G6:
[2] https://twitter.com/jiggyjayy2/status/1287415480874078208
[1] https://twitter.com/jiggyjayy2/status/1288474721680363520

Top URLs in Tweet in G7:
[1] https://twitter.com/puemalol/status/1287794380707946504
[1] https://twitter.com/1970_Somethin/status/1287126764469334016
[1] https://twitter.com/_itsmarisworld_/status/1287143375578300417
[1] https://twitter.com/flyer_thanu2/status/1287781363278655492
[1] https://twitter.com/puemalol/status/1287795063439986688

Top URLs in Tweet in G8:
[3] https://twitter.com/dontrellchillis/status/1287806652079583232
[1] https://twitter.com/tiairraaaa/status/1287797866375847942
[1] https://twitter.com/eyehatechupeeps/status/1287823165205471234

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[50] noremorse
[36] covid
[25] cesarean
[24] medbikini
[22] uterus
[19] pregnancy
[17] pregnant
[15] covid19
[12] c
[10] mothernotpatient



Top Hashtags in Tweet in G2:
[12] c
[7] healing
[7] postnatal
[6] birth
[6] pregnancy
[5] covid19
[4] scar
[3] medtwitter
[3] cesarean
[3] csection

Top Words
Top Words in Tweet in Entire Graph:
[4264] section
[1718] school
[1152] pregnant
[946] back
[912] whole
[903] 20
[882] 19
[869] law
[863] dropped
[863] tears

Top Words in Tweet in G1:
[1712] school
[857] 19
[857] section
[857] 20
[856] some_ka_chick
[856] pregnant
[856] dropped
[856] law
[856] jobless
[856] whole

Top Words in Tweet in G2:
[727] section
[115] cesarean
[111] baby
[106] birth
[54] emergency
[52] time
[51] having
[49] scar
[47] hospital
[44] one

Top Words in Tweet in G3:
[25] section
[16] ppercussionist
[14] deepdownimnot
[13] bradleycgibbs
[13] jcake12
[12] bynamerose
[12] maqart55
[12] heather4amazon
[12] momoascrunchie
[12] leo97894180

Top Words in Tweet in G4:
[294] fè
[147] résidents
[147] pratiquant
[147] césarienne
[147] urgence
[147] noir
[147] rezidan
[147] ap
[147] sezaryèn
[147] ijans

Top Words in Tweet in G5:
[137] bulkley
[136] day
[136] years
[136] ago
[136] first
[136] perform
[136] section
[135] thisdayirish
[135] 155
[135] 25

Top Words in Tweet in G6:
[83] section
[60] jiggyjayy2
[34] baby
[21] emergency
[20] way
[19] go
[16] pain
[16] birth
[16] mom
[15] still

Top Words in Tweet in G7:
[98] section
[47] easy
[44] man
[43] girl
[41] puemalol
[32] cesarean
[30] know
[22] someone
[20] doing
[20] funny

Top Words in Tweet in G8:
[59] section
[53] easy
[46] cesarean
[43] georgefoster72
[29] cuz
[29] don
[28] ve
[28] watched
[28] close
[28] blood

Top Words in Tweet in G9:
[84] mask
[84] section
[83] don
[83] hear
[83] shit
[83] anti
[83] dumbfucks
[83] performed
[83] emergency
[83] months

Top Words in Tweet in G10:
[2] chrisjohnsonmd
[2] frankdelia7
[2] jkellyca
[2] ianfmusgrave
[2] beckyjohnson222
[2] katlarue7
[2] janeeopie
[2] mcfunny
[2] chaoticsx2
[2] risettemd

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[858] 19,section
[858] section,20
[857] pregnant,19
[857] 20,dropped
[857] dropped,law
[857] law,school
[857] school,jobless
[857] jobless,whole
[857] whole,series
[857] series,tears

Top Word Pairs in Tweet in G1:
[857] 19,section
[857] section,20
[856] pregnant,19
[856] 20,dropped
[856] dropped,law
[856] law,school
[856] school,jobless
[856] jobless,whole
[856] whole,series
[856] series,tears

Top Word Pairs in Tweet in G2:
[47] emergency,section
[32] section,scar
[25] section,baby
[24] having,section
[23] cesarean,section
[15] born,section
[14] birth,section
[14] cesarean,delivery
[13] giving,birth
[13] gave,birth

Top Word Pairs in Tweet in G3:
[11] philosophyseel,chenziean
[11] ppercussionist,bynamerose
[11] bynamerose,maestra_momma
[11] maestra_momma,asouthernpenny
[11] asouthernpenny,decisionuterus
[11] decisionuterus,deepdownimnot
[11] momoascrunchie,mrspinkston85
[11] mrspinkston85,dp21316899
[11] dp21316899,mouthym0m
[11] vixen95trish,ladyfey12

Top Word Pairs in Tweet in G4:
[147] résidents,pratiquant
[147] pratiquant,césarienne
[147] césarienne,urgence
[147] urgence,noir
[147] noir,rezidan
[147] rezidan,ap
[147] ap,fè
[147] fè,sezaryèn
[147] sezaryèn,ijans
[147] ijans,nan

Top Word Pairs in Tweet in G5:
[136] years,ago
[135] thisdayirish,day
[135] day,155
[135] 155,years
[135] ago,25
[135] 25,july
[135] july,1865
[135] 1865,cork
[135] cork,born
[135] born,margaret

Top Word Pairs in Tweet in G6:
[18] emergency,section
[11] carry,baby
[11] baby,go
[11] go,excruciating
[11] excruciating,pain
[11] pain,vagina
[11] vagina,tear
[11] tear,way
[11] way,ass
[11] ass,partum

Top Word Pairs in Tweet in G7:
[43] easy,man
[42] section,girl
[42] girl,easy
[41] puemalol,section
[19] know,doing
[19] doing,funny
[19] funny,someone
[19] someone,send
[19] send,imitation
[19] imitation,cesarean

Top Word Pairs in Tweet in G8:
[28] ve,watched
[28] watched,section
[28] section,close
[28] close,cuz
[28] cuz,blood
[28] blood,guts
[28] guts,don
[28] don,bother
[28] bother,lemme
[28] lemme,tell

Top Word Pairs in Tweet in G9:
[83] don,hear
[83] hear,shit
[83] shit,anti
[83] anti,mask
[83] mask,dumbfucks
[83] dumbfucks,performed
[83] performed,emergency
[83] emergency,section
[83] section,months
[83] months,pregnant

Top Replied-To
Top Replied-To in Entire Graph:
@j_motoki
@jiggyjayy2
@jeenforcers
@ms_nobby
@rawbeautykristi
@ahmedbuehlermd
@nkybeth
@bnuckols
@mel_thegreat
@kalifromdavalli

Top Replied-To in G1:
@ruthest09685369

Top Replied-To in G3:
@bnuckols
@lynneschmidt
@sophieb02142622
@mattyheffner
@sundaisy25
@firthcaren
@conserv11521033
@aitorlorda85
@sierradeciduous
@doccynzl

Top Replied-To in G5:
@thisdayirish

Top Replied-To in G6:
@jiggyjayy2
@luvvie
@alexiajwhite
@wcarpediam
@tyrealmae
@saskiaslovotski
@brightbulb1029
@campbell_616
@xxwolferx
@its_myw0rld

Top Replied-To in G7:
@ty_hotcommodity
@glamazon1026
@basedjane
@bonafidesage
@insotrill
@lecij_
@tortillahandler

Top Replied-To in G8:
@tiairraaaa
@freeblackgirl
@eyehatechupeeps
@georgefoster72

Top Replied-To in G9:
@pintoblades

Top Replied-To in G10:
@pk_tech_vermin
@monstatofu

Top Mentioned
Top Mentioned in Entire Graph:
@some_ka_chick
@docjomichel
@thisdayirish
@ershitmagnet
@cesck_ozil
@gill_dea
@keally22
@drlilyluv
@dirtbagtheresa
@gillie_cee

Top Mentioned in G1:
@some_ka_chick

Top Mentioned in G2:
@inhalemama
@spookybri1
@faithbflexin
@mymommyspost
@janvarta

Top Mentioned in G3:
@ppercussionist
@deepdownimnot
@bradleycgibbs
@jcake12
@bynamerose
@maqart55
@heather4amazon
@momoascrunchie
@leo97894180
@reprorights

Top Mentioned in G4:
@docjomichel

Top Mentioned in G5:
@thisdayirish

Top Mentioned in G6:
@jiggyjayy2
@jamiebadu
@drvetnd
@vn_geezy
@brightbulb1029
@jenee_se
@bigzaddyjace
@sabo_uno
@theeshanban
@jaykashihatake

Top Mentioned in G7:
@puemalol
@_itsmarisworld_
@kat_lynd
@leratomannya
@lecij_
@bonafidesage
@basedjane
@georgefoster72
@glamazon1026
@bryhami

Top Mentioned in G8:
@georgefoster72
@danielseahorn
@ad_renaissance
@jacknfortweeets
@tiairraaaa
@1970_somethin
@infinitelesss
@taysav___
@wellwtfisit
@trulytafakari

Top Mentioned in G9:
@ershitmagnet
@kelv429
@misspiperwood

Top Mentioned in G10:
@chrisjohnsonmd
@frankdelia7
@jkellyca
@ianfmusgrave
@beckyjohnson222
@katlarue7
@janeeopie
@mcfunny
@chaoticsx2
@risettemd

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@cagney1991
@leratomannya
@flyer_thanu2
@chantelldawnsny
@cruzanchoklate
@misszindzi
@stockguy61
@httweets
@ndtv

Top Tweeters in G1:
@rachel___ayg
@thebossgent
@leecyles
@philkajo
@gloria_imodia
@_neeeeeccceee_
@aupalemmanuel
@inno_inn0
@abwoolifruity
@kamali_21

Top Tweeters in G2:
@_globalcareers
@timesnow
@emccoy_writer
@charlee_buns
@menkaurab
@thebaddestmitch
@paracelsus
@luh_red_
@scotty_doesit
@sheis_g

Top Tweeters in G3:
@atheistengineer
@fight4women
@kirindave
@mrspinkston85
@clanghoff1
@kathykattenburg
@takethathistory
@conunlibro
@heather4amazon
@pixelprotectors

Top Tweeters in G4:
@lafaarah
@sergior509
@mario_nation
@noneofthatns
@apkido
@tisaksuk
@akyekotoko
@kawooo_a
@francois_luigi
@bdalencour

Top Tweeters in G5:
@chantelldawnsny
@gallimaufrey777
@thepainterflynn
@lillylyle
@nofrills
@sallymoen2
@lynngerridog
@gareth0108
@may_gun
@theskibeagle

Top Tweeters in G6:
@_nurseratchet
@jiggyjayy2
@jaykashihatake
@_truth_ordare
@jamiebadu
@paulasaywhatnow
@bfabb121
@hodges_daneisha
@melanin_thedon
@posie_mikaelson

Top Tweeters in G7:
@leratomannya
@misszindzi
@kat_lynd
@espnfrankie
@libsuperstar
@beetaylora
@itslakayy
@daelouisebeauty
@peach_pimp
@_jayyelle

Top Tweeters in G8:
@_tamsey
@pbs_impulse9
@taa_stee
@covingtonq
@justscarlette
@danielseahorn
@cieranicole____
@pinotheaux
@o_tunj
@darigottaspeak

Top Tweeters in G9:
@ainfinitesimal
@tithonium
@mysharona1987
@starbs_n_carbs
@shevaburton
@planetgreennn
@trophysophie89
@michelle_dit
@veronicat1999
@michael__joiner

Top Tweeters in G10:
@eddarrell
@_mamadeb
@doritmi
@beckyjohnson222
@nosciencedenial
@doubledumas
@thereal_truther
@frankdelia7
@cobraeldiablo
@rosewind2007