cesarean OR c-section, Twitter, 11/5/2021 1:58:13 PM, 265547


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cesarean OR c-section_2021-11-05_06-14-38.xlsx
cesarean OR c-section_2021-11-05_06-14-38.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 05, 2021
Short Description:
cesarean OR c-section via NodeXL https://bit.ly/3q8dbm6
@lindsaydevon
@aslah92
@repspeier
@bethanylilly
@kris_sacrebleu
@angelakrebs444
@blessingdesiyan
@ambernoelle
@abc
@roripierpont1

Top hashtags:
#tembisa10
#kantbalu
#face2face
#ayikhale
#uthandonoxolo
#dlozlami

Description:
Description
The graph represents a network of 8,453 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, 05 November 2021 at 13:44 UTC.

The requested start date was Friday, 05 November 2021 at 00:01 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 7-day, 14-hour, 55-minute period from Wednesday, 27 October 2021 at 13:27 UTC to Thursday, 04 November 2021 at 04:22 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 : 8453
Unique Edges : 3501
Edges With Duplicates : 10746
Total Edges : 14247
Number of Edge Types : 5
Replies to : 1293
Retweet : 5145
MentionsInRetweet : 5742
Tweet : 1080
Mentions : 987
Self-Loops : 1100
Reciprocated Vertex Pair Ratio : 0.00815217391304348
Reciprocated Edge Ratio : 0.0161725067385445
Connected Components : 1528
Single-Vertex Connected Components : 717
Maximum Vertices in a Connected Component : 2306
Maximum Edges in a Connected Component : 4694
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.206022
Graph Density : 0.000109049291175408
Modularity : 0.551297
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 8,453 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, 05 November 2021 at 13:44 UTC.

The requested start date was Friday, 05 November 2021 at 00:01 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 7-day, 14-hour, 55-minute period from Wednesday, 27 October 2021 at 13:27 UTC to Thursday, 04 November 2021 at 04:22 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:
[34] https://twitter.com/ambernoelle/status/1453711552725540866
[26] http://it.So
[18] https://twitter.com/thegallowboob/status/1454163660792680453
[13] https://twitter.com/lindsaydevon/status/1453757099024990214
[10] https://twitter.com/katie_gutz/status/1453597845567725568
[9] https://www.spectrumnews.org/news/cesarean-delivery-unlikely-to-sway-childs-likelihood-of-autism/
[7] https://twitter.com/rdpiazza/status/1452817200612532230
[7] https://ewn.co.za/2021/10/27/tembisa-10-report-gosiame-sithole-had-a-c-section-two-of-the-babies-died?utm_source=dlvr.it&utm_medium=twitter
[6] https://twitter.com/sesmith/status/1454325921700192256
[4] https://twitter.com/repswalwell/status/1454804230968074243

Top URLs in Tweet in G2:
[3] https://twitter.com/ambernoelle/status/1453711552725540866
[2] https://twitter.com/lindsaydevon/status/1453761036851548162
[2] https://twitter.com/lindsaydevon/status/1453757099024990214
[1] https://twitter.com/mediaperuana/status/1453357931274149890
[1] https://twitter.com/oliviamesser/status/1454258517402132480
[1] https://twitter.com/Pen_Bird/status/1453930821077770253
[1] https://twitter.com/rdpiazza/status/1452817200612532230

Top URLs in Tweet in G3:
[25] https://twitter.com/ambernoelle/status/1453711552725540866
[15] https://twitter.com/thegallowboob/status/1454163660792680453
[10] https://twitter.com/katie_gutz/status/1453597845567725568
[9] https://twitter.com/lindsaydevon/status/1453757099024990214
[4] https://twitter.com/katlynavalos/status/1453380475557457920
[4] https://twitter.com/sesmith/status/1454325921700192256
[3] https://twitter.com/rdpiazza/status/1452817200612532230
[3] https://www.science.org/content/article/eating-tiny-bit-mom-s-poop-could-give-c-section-babies-immune-primer?cookieSet=1
[3] https://twitter.com/tattoosntltties/status/1454821112098041858
[3] https://sillymickel.blogspot.com/2021/02/funny-god-tao-of-funny-god-minds-true.html

Top URLs in Tweet in G4:
[7] https://ewn.co.za/2021/10/27/tembisa-10-report-gosiame-sithole-had-a-c-section-two-of-the-babies-died?utm_source=dlvr.it&utm_medium=twitter
[1] https://ewn.co.za/2021/10/27/tembisa-10-report-gosiame-sithole-had-a-c-section-two-of-the-babies-died
[1] https://twitter.com/Jabahthe1/status/1454110256456470533?t=-T9ndpTXkIS0PP86Lb-Aig&s=19
[1] https://twitter.com/Mpoohmaey_Twin/status/1453392681342803977?t=tkffhaH7j3L0ik8fBp7ZQA&s=19
[1] https://twitter.com/fezeka_stwayi/status/1453670994363789314

Top URLs in Tweet in G5:
[2] https://twitter.com/ambernoelle/status/1453711552725540866

Top URLs in Tweet in G6:
[1] https://twitter.com/liuba4congress/status/1453187484519739392

Top URLs in Tweet in G8:
[1] https://speier.house.gov/press-releases?id=5EB444DB-0FF5-40F9-BEA9-2CC141CEA7AA

Top URLs in Tweet in G9:
[1] https://trib.al/TYhsRDX
[1] https://abcn.ws/3vW7cSv
[1] https://trib.al/MUQADLl
[1] https://trib.al/g0Lcw8S

Top URLs in Tweet in G10:
[2] https://thebaffler.com/latest/left-behind-kiesling
[1] https://twitter.com/therecount/status/1455920334020952071
[1] https://twitter.com/garretthaake/status/1455214320674017286
[1] https://twitter.com/igorbobic/status/1451339343168147462
[1] https://startupparent.com/first-30-days-after-c-section/
[1] https://twitter.com/Yamiche/status/1453471387079913477
[1] https://twitter.com/rdpiazza/status/1452817200612532230

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[421] tembisa10
[167] kantbalu
[41] face2face
[39] ayikhale
[38] uthandonoxolo
[38] dlozlami
[15] cesarean
[12] soulslosttocovid
[11] paidleaveforall
[10] csection



Top Hashtags in Tweet in G2:
[1] itsjustalittlepain

Top Hashtags in Tweet in G3:
[6] cesarean
[5] paidleave
[5] csection
[4] birth
[3] btstickets
[3] patriarchy
[3] psyche
[3] mystic
[3] misogyny
[2] tembisa10

Top Hashtags in Tweet in G4:
[416] tembisa10
[6] thembisa10
[1] decuplets

Top Hashtags in Tweet in G6:
[1] paidleaveforall

Top Hashtags in Tweet in G7:
[163] kantbalu
[1] whatshappeninginmyanmar

Top Hashtags in Tweet in G8:
[2] workingfamiliesneedpaidleave

Top Hashtags in Tweet in G9:
[1] paidleaveforall
[1] buildbackbetter

Top Hashtags in Tweet in G10:
[2] paidfamilyleave
[1] paidleave

Top Words
Top Words in Tweet in Entire Graph:
[4941] section
[3257] utk
[3256] saya
[1640] tweet
[1640] kat
[1633] baby
[1629] isteri
[1628] yg
[1628] kali
[1628] minta

Top Words in Tweet in G1:
[3249] saya
[3249] utk
[1625] kat
[1625] minta
[1625] isteri
[1624] jarang
[1624] meminta
[1624] sini
[1624] cuma
[1624] kali

Top Words in Tweet in G2:
[886] section
[844] lindsaydevon
[819] baby
[813] stairs
[810] drive
[810] anything
[809] best
[809] walk
[807] tell
[807] hold

Top Words in Tweet in G3:
[688] section
[134] weeks
[117] cesarean
[113] baby
[111] birth
[77] emergency
[70] still
[69] having
[60] born
[51] one

Top Words in Tweet in G4:
[438] section
[431] pregnant
[421] gosiame
[421] sithole
[418] dr
[416] #tembisa10
[415] mpho
[414] delivered
[393] iol
[385] delivery

Top Words in Tweet in G5:
[180] section
[155] ambernoelle
[88] still
[48] one
[45] week
[44] home
[42] pain
[38] being
[38] help
[36] needed

Top Words in Tweet in G6:
[171] section
[161] baby
[158] walk
[158] stairs
[158] anything
[158] heavier
[156] blessingdesiyan
[154] 6wks
[154] ago
[154] lift

Top Words in Tweet in G7:
[164] hospital
[163] junta
[163] troops
[163] sealed
[163] house
[163] nld
[163] mp
[163] dr
[163] hlaing
[163] myint

Top Words in Tweet in G8:
[150] section
[91] hours
[81] years
[81] ago
[81] supporting
[80] lindsayad54
[80] 24
[80] labor
[80] ended
[80] families

Top Words in Tweet in G9:
[149] section
[121] indiana
[121] mom
[121] underwent
[121] emergency
[121] cesarean
[121] hospitalized
[121] covid
[121] 19
[121] met

Top Words in Tweet in G10:
[69] section
[49] weeks
[38] leave
[24] sen_joemanchin
[23] take
[21] baby
[21] lydiakiesling
[19] family
[19] america
[18] trying

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1627] saya,jarang
[1627] jarang,meminta
[1627] meminta,kat
[1627] kat,sini
[1627] sini,cuma
[1627] cuma,utk
[1627] utk,kali
[1627] kali,saya
[1627] saya,minta
[1627] minta,doa

Top Word Pairs in Tweet in G1:
[1624] saya,jarang
[1624] jarang,meminta
[1624] meminta,kat
[1624] kat,sini
[1624] sini,cuma
[1624] cuma,utk
[1624] utk,kali
[1624] kali,saya
[1624] saya,minta
[1624] minta,doa

Top Word Pairs in Tweet in G2:
[807] best,section
[807] section,tell
[807] tell,walk
[807] walk,stairs
[807] stairs,drive
[807] drive,hold
[807] hold,anything
[807] anything,heavier
[807] heavier,baby
[806] lindsaydevon,best

Top Word Pairs in Tweet in G3:
[61] emergency,section
[30] cesarean,section
[28] section,scar
[25] having,section
[16] back,work
[15] section,recovery
[14] born,section
[13] weeks,section
[13] section,baby
[12] cesarean,delivery

Top Word Pairs in Tweet in G4:
[421] gosiame,sithole
[415] dr,mpho
[383] delivered,section
[382] sithole,definitely
[382] definitely,pregnant
[382] pregnant,delivered
[382] section,delivery
[382] delivery,happen
[382] happen,occur
[382] occur,dr

Top Word Pairs in Tweet in G5:
[41] ambernoelle,one
[36] section,still
[35] sent,home
[35] ambernoelle,section
[34] one,week
[34] week,section
[34] still,being
[33] still,needed
[33] needed,help
[33] help,getting

Top Word Pairs in Tweet in G6:
[158] walk,stairs
[158] anything,heavier
[158] heavier,baby
[154] 6wks,ago
[154] ago,section
[154] stairs,lift
[154] lift,anything
[154] baby,cough
[154] cough,sneeze
[153] blessingdesiyan,6wks

Top Word Pairs in Tweet in G7:
[163] junta,troops
[163] troops,sealed
[163] sealed,house
[163] house,nld
[163] nld,mp
[163] mp,dr
[163] dr,hlaing
[163] hlaing,myint
[163] myint,family
[163] family,owned

Top Word Pairs in Tweet in G8:
[81] years,ago
[80] ago,24
[80] 24,hours
[80] hours,labor
[80] labor,ended
[80] ended,section
[80] section,supporting
[80] supporting,families
[80] families,mine
[80] mine,means

Top Word Pairs in Tweet in G9:
[121] indiana,mom
[121] mom,underwent
[121] underwent,emergency
[121] emergency,cesarean
[121] cesarean,section
[121] section,hospitalized
[121] hospitalized,covid
[121] covid,19
[121] 19,met
[121] met,infant

Top Word Pairs in Tweet in G10:
[17] powerful,essay
[17] essay,lydiakiesling
[17] lydiakiesling,nightmare
[17] nightmare,trying
[17] trying,take
[17] take,parental
[17] parental,leave
[17] leave,america
[17] america,usually
[16] anitafelicelli,powerful

Top Replied-To
Top Replied-To in Entire Graph:
@ambernoelle
@repswalwell
@sheologian
@lindsaydevon
@cesarean_pizza
@tattoosntltties
@rdpiazza
@rachchamp_
@hels
@thelauracoates

Top Replied-To in G2:
@lindsaydevon
@angryblacklady
@artsydoe
@shwavybitch
@betsystover
@francie57
@socalbearsgal
@veryrealbatman
@alisonclement
@thedazzlingone

Top Replied-To in G3:

Top Replied-To in G4:
@senwamadi_kg
@iol
@tee_ner
@sekanamankge
@mamihl1
@tsiripam
@deardiaryyaka
@makamamaphelz
@tshi_nakanyane
@jabahthe1

Top Replied-To in G5:
@ambernoelle
@goingbyrenee
@handserifed
@craftywitch4
@iamagenxmom
@abstreet07
@lacy_crawford
@shannonfrostgre
@amygcb
@frogerta

Top Replied-To in G6:
@blessingdesiyan
@jm_sievert
@conz

Top Replied-To in G8:
@unpaintedmelody
@lindsayad54

Top Replied-To in G9:
@drericding

Top Replied-To in G10:
@sen_joemanchin
@katie_gutz
@rvoronacote
@potus
@littledeekay
@clhubes
@dcampoamor
@repswalwell
@rewirenewsgroup
@speakerpelosi

Top Mentioned
Top Mentioned in Entire Graph:
@aslah92
@lindsaydevon
@iol
@harunochill
@blessingdesiyan
@abc
@ambernoelle
@aunty_les
@missbeebright
@lindsayad54

Top Mentioned in G1:
@aslah92

Top Mentioned in G2:
@lindsaydevon
@angryblacklady
@abenyola
@inadash
@gwensnyderphl
@iblame
@jeannegarb
@braign
@shwavybitch
@soledadobrien

Top Mentioned in G3:
@sillymickel
@imsuperseggc
@mirutherford51
@whatiscosplay

Top Mentioned in G4:
@iol
@jacanews
@healthza
@pheaga1
@ewnupdates
@pietrampedi
@lindenilebea
@bareebe
@ewnreporter
@mmehlolo

Top Mentioned in G5:
@ambernoelle
@deidrejowen
@iamagenxmom
@bravarddr
@handserifed
@lindsaydevon
@craftywitch4
@covidb1tch
@goingbyrenee
@jfitzgeraldmd

Top Mentioned in G6:
@blessingdesiyan
@lindsaydevon
@conz
@jm_sievert
@mealivelez
@alexisohanian

Top Mentioned in G7:
@harunochill

Top Mentioned in G8:
@lindsayad54
@repspeier
@fgossgraves
@megpillow
@kaylayoungforwv
@lindsaydevon
@baddcompani
@justmejanis

Top Mentioned in G9:
@abc
@kris_sacrebleu
@abcworldnews
@drericding
@tamavista
@smittycanada1
@repspeier

Top Mentioned in G10:
@lydiakiesling
@sen_joemanchin
@anitafelicelli
@potus
@rvoronacote
@katie_gutz
@lutherliz
@vp
@annasproul
@lindsaydevon

Top Tweeters
Top Tweeters in Entire Graph:
@wengcookie
@pinkyfaye
@derick04kt1772
@dichristine
@aldubftnqt
@world_news_eng
@ellina_gen
@leratomannya
@aguduyy
@serendipitysays

Top Tweeters in G1:
@nuraz_wawa
@nrmzdh
@nanaazmi5
@nrhdx
@sakinah_yahya
@nabilhussein
@snfl0w3rz
@malequearrasyid
@flux_z
@nikasyrvf

Top Tweeters in G2:
@lizditz
@itswanda
@sba1211
@the_lady_red
@lianabrooks
@bad_woof
@ecwpunk81
@pauldramone
@msochubbard
@elevenbravo138

Top Tweeters in G3:
@zmthebrand
@jadasgotit
@riskalert
@news365coza
@sprbrighting
@missnizi
@msthatom
@sillymickel
@djprettyboytank
@theluckyman

Top Tweeters in G4:
@jdjongumzidenga
@ndux_m
@mpho_pitsi_za
@mumsy_
@jacanews
@khvnyi
@iol
@ewnupdates
@glo_riah
@ori_debig_beats

Top Tweeters in G5:
@radlein
@decervelage
@dormousegirl
@dr_anniem13
@aaron_____davis
@thesismis
@caffienekitty
@1c3b3rgmama
@rasmusb43
@fidelioscabinet

Top Tweeters in G6:
@dichristine
@angie_goodwood
@highheelesquire
@black0_0rabbit
@radseed
@sircoach
@deelishis_dee
@shobz
@_morgankd
@dmkpanam

Top Tweeters in G7:
@pokey40715613
@giveoursback
@emilylynn1323
@minthant47
@min0011228
@winthinzarmaw2
@matthewk12321
@honeyhoney78942
@daungkyawt
@nwayoo221

Top Tweeters in G8:
@debilu2
@artis_elemental
@royaleight
@freeandclear1
@gyggy
@purrmonsta
@mcnejames
@littlered623
@januaryhandl
@fabucat

Top Tweeters in G9:
@world_news_eng
@serendipitysays
@henrirousseau12
@rosenchild
@talkintou
@morgfair
@miss_placed_
@roripierpont1
@edgardogarciasa
@snw106

Top Tweeters in G10:
@cmclymer
@krikalitika
@jesusnarrowway
@sonyasamuels
@bkrivatsy
@janettekirchner
@pauliticaleye
@lonelyplanet
@lisaeirene
@bad_takes