cesarean OR c-section, Twitter, 6/19/2020 7:13:37 PM, 229579


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cesarean OR c-section_2020-06-19_06-04-49.xlsx
cesarean OR c-section_2020-06-19_06-04-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 19, 2020
Short Description:
cesarean OR c-section via NodeXL https://bit.ly/2Bpfv0I
@emily_kooistra
@rustysmith74
@is_salsu
@fvxkreality_
@_kawaiibritt_
@kaynine4life
@ishhatesfish
@_hmblack
@1lorbree_
@thelindsayellis

Top hashtags:
#top10tuesday
#pregnancy
#aldubebnewdimension
#cesarean

Description:
Description
The graph represents a network of 5,686 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, 19 June 2020 at 13:06 UTC.

The requested start date was Friday, 19 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 3-day, 10-hour, 21-minute period from Monday, 15 June 2020 at 13:36 UTC to Thursday, 18 June 2020 at 23:57 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 : 5686
Unique Edges : 3614
Edges With Duplicates : 8410
Total Edges : 12024
Number of Edge Types : 5
Retweet : 4103
MentionsInRetweet : 6413
Tweet : 504
Replies to : 385
Mentions : 619
Self-Loops : 514
Reciprocated Vertex Pair Ratio : 0.00441379310344828
Reciprocated Edge Ratio : 0.00878879428728371
Connected Components : 780
Single-Vertex Connected Components : 359
Maximum Vertices in a Connected Component : 2832
Maximum Edges in a Connected Component : 7922
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.653768
Graph Density : 0.000225275182514043
Modularity : 0.4784
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 5,686 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, 19 June 2020 at 13:06 UTC.

The requested start date was Friday, 19 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 3-day, 10-hour, 21-minute period from Monday, 15 June 2020 at 13:36 UTC to Thursday, 18 June 2020 at 23:57 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:
[17] https://thesource.com/2020/05/03/26-year-old-bronx-mom-dies-during-c-section-after-threatening-to-expose-hospital/
[11] https://www.ajog.org/article/S0002-9378(20)30001-6/fulltext
[5] cesarean
[5] birth
[4] c
[4] section
[4] https://www.devdiscourse.com/article/health/720639-impatience-and-intolerance-among-pregnant-women-also-adding-to-cesarean-delivery
[4] https://theshortstory.co.uk/featured-flash-fiction-the-cesarean-by-sophie-van-llewyn/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[4] https://theparentian.com/endometriosis-after-c-section/?utm_source=dlvr.it&utm_medium=twitter
[4] https://theparentian.com/recovery-after-c-section/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G3:
[5] cesarean
[5] birth
[4] c
[4] section
[3] https://www.gofundme.com/url_shortener/u/x87fx4
[3] https://twitter.com/miund/status/1272879230871670785
[2] https://twitter.com/jouska_id/status/1272823287333060608
[2] https://www.docplexus.com/share/XDB00V
[2] https://www.vitabiotics.com/blogs/talkmum/tips-on-how-to-recover-from-a-c-section
[2] https://www.anesthesiologynews.com/Pain-Medicine/Article/05-20/Coadministration-of-Acetaminophen-And-Ketorolac-Lowers-Opioid-Use/58265?utm_source=Social&utm_medium=twitter&utm_campaign=0617ketorolac

Top URLs in Tweet in G9:
[1] https://ddj.official.ec/

Top URLs in Tweet in G10:
[1] https://www.theguardian.com/global-development/2019/feb/28/girl-11-gives-birth-to-rapists-child-after-argentina-refuses-abortion

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[50] top10tuesday
[21] pregnancy
[21] aldubebnewdimension
[15] cesarean
[11] mothernotpatient
[11] udupi
[10] pregnant
[10] askdanielradcliffe
[9] covid19
[9] motherhood



Top Hashtags in Tweet in G3:
[11] cesarean
[7] csection
[6] birth
[6] coronavirus
[4] childbirth
[4] covid19
[4] c
[3] goldlearning
[3] iamgold
[3] pregnancy

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:
[2245] emily_kooistra
[2244] rustysmith74
[2244] student
[2244] tell
[2244] never
[2244] president
[2244] united
[2244] states
[2244] asked
[2] section

Top Words in Tweet in G2:
[536] done
[536] three
[536] cesarean
[536] section
[536] made
[536] situation
[536] deteriorate
[536] go
[536] hysterectomy
[536] cost

Top Words in Tweet in G3:
[348] section
[66] baby
[55] cesarean
[46] birth
[28] having
[27] pain
[26] born
[25] emergency
[25] women
[24] delivery

Top Words in Tweet in G4:
[286] section
[285] thelindsayellis
[285] edward
[285] cullen
[285] gnawed
[285] wife's
[285] stomach
[285] open
[285] teeth
[285] perform

Top Words in Tweet in G5:
[162] cesarean
[161] incisions
[160] medi_cosity

Top Words in Tweet in G6:
[134] buat
[122] lahiran
[101] boleh
[100] section
[91] miund
[56] ini
[51] yg
[51] sampe
[50] mandi
[50] hari

Top Words in Tweet in G7:
[2] akvawe66
[2] doglovermmat65
[2] trumpsugar
[2] misshellca
[2] lisanicholo
[2] dennisabm
[2] hurrnot
[2] shrekthepunk
[2] medwoman1
[2] instinctnaturel

Top Words in Tweet in G8:
[75] tried
[75] section
[75] food
[75] baby
[75] fupa
[75] ate
[75] whole
[75] alphabet
[74] lvmell0

Top Words in Tweet in G9:
[68] penicillinが新曲を豪華パンフレット付きで通販で発売します
[68] 第一弾
[68] pulse
[68] パルス
[68] 受付期間
[68] 2020年6月8
[68] 7月8日
[68] 発送開始
[68] 2020年8月上旬
[68] 700

Top Words in Tweet in G10:
[2] martin000023
[2] wolfpak561
[2] splintersimba
[2] yourmomspants1
[2] rkdoctr
[2] platosrealm
[2] verniejim
[2] edwardwongy
[2] ellen5e
[2] refused

Top Word Pairs
Top Word Pairs in Tweet in G2:
[2244] done,three
[2244] three,cesarean
[2244] cesarean,section
[2244] section,made
[2244] made,situation
[2244] situation,deteriorate
[2244] deteriorate,go
[2244] go,hysterectomy
[] hysterectomy,cost
[] is_salsu,done

Top Word Pairs in Tweet in G3:
[536] emergency,section
[536] cesarean,section
[536] having,section
[536] section,scar
[536] baby,girl
[536] section,recovery
[536] born,section
[536] birth,section
[536] lahiran,section
[535] gave,birth

Top Word Pairs in Tweet in G4:
[22] edward,cullen
[15] cullen,gnawed
[14] gnawed,wife's
[11] wife's,stomach
[9] stomach,open
[9] open,teeth
[7] teeth,perform
[7] perform,demon
[7] demon,baby
[6] baby,section

Top Word Pairs in Tweet in G5:
[285] cesarean,incisions
[285] medi_cosity,cesarean

Top Word Pairs in Tweet in G6:
[161] section,yg
[160] jasa,salon
[] salon,setelah
[] setelah,lahiran
[] lahiran,nah
[] nah,ini
[] ini,terutama
[] terutama,buat
[] buat,mamah2
[] mamah2,section

Top Word Pairs in Tweet in G7:
[50] father's,day

Top Word Pairs in Tweet in G8:
[2] tried,section
[] section,food
[] food,baby
[] baby,fupa
[] fupa,ate
[] ate,whole
[] whole,alphabet
[] lvmell0,tried

Top Word Pairs in Tweet in G9:
[75] penicillinが新曲を豪華パンフレット付きで通販で発売します,第一弾
[75] 第一弾,pulse
[75] pulse,パルス
[75] パルス,受付期間
[75] 受付期間,2020年6月8
[75] 2020年6月8,7月8日
[75] 7月8日,発送開始
[74] 発送開始,2020年8月上旬
[] 2020年8月上旬,700
[] 700,税込

Top Word Pairs in Tweet in G10:
[68] martin000023,wolfpak561
[68] wolfpak561,splintersimba
[68] splintersimba,yourmomspants1
[68] yourmomspants1,rkdoctr
[68] rkdoctr,platosrealm
[68] platosrealm,verniejim
[68] verniejim,edwardwongy
[68] edwardwongy,ellen5e

Top Replied-To
Top Replied-To in G1:
@emily_kooistra
@rustysmith74

Top Replied-To in G2:

Top Replied-To in G3:

Top Replied-To in G4:
@thelindsayellis

Top Replied-To in G5:

Top Replied-To in G6:
@miund
@novario_adi
@amarsha_k

Top Replied-To in G7:
@akvawe66
@newsjunky2

Top Replied-To in G8:

Top Replied-To in G10:
@martin000023

Top Mentioned
Top Mentioned in Entire Graph:
@emily_kooistra
@rustysmith74
@is_salsu
@thelindsayellis
@medi_cosity
@miund
@lvmell0
@chisatochang666
@criticalcarenow
@1lorbree_

Top Mentioned in G1:
@emily_kooistra
@rustysmith74

Top Mentioned in G2:
@is_salsu
@rustysmith74
@emily_kooistra

Top Mentioned in G3:
@inhalemama
@docplexus
@jwhic1
@vidai2virutcham

Top Mentioned in G4:
@thelindsayellis

Top Mentioned in G5:
@medi_cosity

Top Mentioned in G6:
@miund
@yoyen

Top Mentioned in G7:
@doglovermmat65
@trumpsugar
@misshellca
@lisanicholo
@dennisabm
@hurrnot
@shrekthepunk
@medwoman1
@instinctnaturel
@markholiday13

Top Mentioned in G8:
@lvmell0

Top Mentioned in G9:
@chisatochang666

Top Mentioned in G10:
@wolfpak561
@splintersimba
@yourmomspants1
@rkdoctr
@platosrealm
@verniejim
@edwardwongy
@ellen5e
@willsworldview
@martin000023

Top Tweeters
Top Tweeters in Entire Graph:
@baarahk
@love_bug1016
@sikecilmarmut
@sexytothenorth
@gojira007x
@docwashburn
@mohammed1367__
@s_mah
@zeinobia
@esnesy

Top Tweeters in G1:
@iceburghslimm
@_girlfromatl
@prettyypetite
@jordynbrianna__
@oniyforev
@genesisaxo
@marionaaaaa_
@tylasade
@tittyflex
@hollywoodfilm_

Top Tweeters in G2:
@__xogab
@icedvei
@jayyonce_xo
@_adaolysa
@xodanix3
@mabsynthe
@techlewis
@sincerelywizana
@is_salsu
@rebelamor_

Top Tweeters in G3:
@zeinobia
@theheraldsun
@maalaimalar
@sillymickel
@anelilegibixego
@shardashian_
@opbrah
@eccentric_lad
@kaptain_amazing
@du_duzile

Top Tweeters in G4:
@gojira007x
@jaydestarlight
@javi_panda
@leticia_terizi
@aspeed
@despradoprofnd
@reflex76
@mmaystorm
@theonlywarman
@magicoqueque

Top Tweeters in G5:
@mohammed1367__
@petra_jansa
@loooraaa111
@aderezyuk
@rospalumbo
@isibams
@dv99999
@tree08860107
@mahalicmaharita
@sidbee17

Top Tweeters in G6:
@_bakemono
@miund
@drlrst
@kari_ninja
@itsforsuga
@lrstskrngrm
@pohpho
@flonadayang
@merzyta
@adediahsftr

Top Tweeters in G7:
@pookietooth
@vickie627
@instinctnaturel
@ladyoftheocean1
@medwoman1
@politicspot
@akvawe66
@misshellca
@trumpsugar
@philipemskinne1

Top Tweeters in G8:
@love_bug1016
@sexytothenorth
@gildermike
@jellybnbonanza
@1melro
@chincha33
@gupton68
@runoldman
@topaz_kell
@quartzjixler

Top Tweeters in G9:
@s_mah
@kazu_turbo
@8my2ae3nk
@_momokabi
@cangel320
@jujang_j
@georges0215
@keikoami
@ageha_haduki
@yamandoll

Top Tweeters in G10:
@w_nicht
@zapher134
@davestewart4444
@atheism_has_nil
@smokeystafford
@nosciencedenial
@debbiepalm44
@cern_lxxl
@malo_j
@takethatepi


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