cesarean OR c-section, Twitter, 1/13/2019 3:57:53 AM, 181734


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cesarean OR c-section_2019-01-12_19-12-00.xlsx
cesarean OR c-section_2019-01-12_19-12-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 13, 2019
Short Description:
cesarean OR c-section via NodeXL http://bit.ly/2TJX0If
@riznazareer
@taraebk
@pamrichardson33
@hvgoenka
@mrumadrive
@paulacblades001
@himanshutitoria
@realdonaldtrump
@ron_george
@whattheffacts

Top hashtags:
#90dayfiance
#cesarean
#pregnancy
#c
#obanes
#csection

Description:
Description
The graph represents a network of 6,382 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 Sunday, 13 January 2019 at 03:13 UTC.

The requested start date was Sunday, 13 January 2019 at 01:01 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 12-day, 19-hour, 54-minute period from Monday, 31 December 2018 at 04:00 UTC to Saturday, 12 January 2019 at 23:55 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 : 6382
Unique Edges : 6003
Edges With Duplicates : 1206
Total Edges : 7209
Number of Edge Types : 3
Replies to : 1110
Mentions : 4498
Tweet : 1601
Self-Loops : 1601
Reciprocated Vertex Pair Ratio : 0.0176176176176176
Reciprocated Edge Ratio : 0.0346252213259886
Connected Components : 2005
Single-Vertex Connected Components : 1091
Maximum Vertices in a Connected Component : 179
Maximum Edges in a Connected Component : 334
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 2.948333
Graph Density : 0.000124817237164685
Modularity : 0.77648
NodeXL Version : 1.0.1.407

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[102] https://twitter.com/indyfromspace/status/1083197587895795716
[22] https://www.pregnancyvideo.net/video
[22] https://twitter.com/KaitMarieox/status/1081407342439211008
[18] https://bhekisisa.org/article/2019-01-09-00-a-changing-birth-whats-behind-sas-skyrocketing-c-section-rates-map-district-rates
[16] https://trib.al/m7ZtJDk
[16] https://www.bet.com/news/national/2019/01/03/viral-video-shows-florida-man-attack-st--petersburg-mcdonald-s-e.html?cid=BET__TW+__Link_2063736259&linkId=61916579
[16] https://www.indiatoday.in/mail-today/story/-i-want-to-be-the-perfect-mother-1421693-2019-01-02
[13] https://trib.al/f81kKkC
[10] https://www.anesthesiologynews.com/Pain-Medicine/Article/12-18/Post–Cesarean-Delivery-Pain/53465
[7] https://www.aol.com/article/news/2019/01/11/new-mothers-intestines-spill-out-after-c-section-scar-bursts-open-during-shower/23640668/

Top URLs in Tweet in G1:
[91] https://twitter.com/indyfromspace/status/1083197587895795716
[14] https://trib.al/m7ZtJDk
[7] https://www.aol.com/article/news/2019/01/11/new-mothers-intestines-spill-out-after-c-section-scar-bursts-open-during-shower/23640668/
[6] https://www.jesusdaily.com/mom-overhears-nurses-doctor-yelling-during-c-section-then-hand-her-the-biggest-baby-theyve-ever-seen/
[5] http://ourchoicesmatter.us
[4] https://hypnobirthingaustralia.com.au/positive-caesarean-baby-oscar/
[4] https://trib.al/qxamN4Z
[4] https://www.mirror.co.uk/news/uk-news/new-mum-left-carrying-intestines-13842634?utm_source=facebook.com&utm_medium=social&utm_campaign=mirror_main
[4] https://foxnews.com/health/mom-recalls-c-section-horror-when-scar-split-days-after-birth
[3] https://twitter.com/erimigene/status/1079833431192809472

Top URLs in Tweet in G5:
[1] https://www.marchofdimes.org/pregnancy/having-a-c-section.aspx
[1] https://read.dukeupress.edu/jhppl/article/38/2/299/13533/Arrests-of-and-Forced-Interventions-on-Pregnant
[1] https://www.motherjones.com/politics/2017/01/childbirth-injuries-prolapse-cesarean-section-natural-childbirth/
[1] https://meat.no/

Top URLs in Tweet in G6:
[2] https://twitter.com/indyfromspace/status/1083197587895795716

Top URLs in Tweet in G8:
[2] https://pediatric-allergy.com/2019/01/07/cesarean-delivery-and-food-allergy/
[1] https://pediatric-allergy.com/2018/03/06/cesarean-section-and-gut-colonization/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[178] 90dayfiance
[46] cesarean
[25] pregnancy
[17] c
[10] obanes
[10] csection
[10] frostseries
[9] healing
[9] birth
[9] ultrasound



Top Hashtags in Tweet in G1:
[17] 90dayfiance
[17] c
[13] pregnancy
[8] healing
[8] postnatal
[7] csection
[7] birth
[5] baby
[5] ourchoicesmatter
[5] cesarean

Top Hashtags in Tweet in G3:
[155] 90dayfiance
[9] loveafterlockup
[1] 90daysfiance
[1] 90dayfiancetellall

Top Hashtags in Tweet in G5:
[1] i2

Top Words
Top Words in Tweet in Entire Graph:
[3262] Words in Sentiment List#1: Positive
[4573] Words in Sentiment List#2: Negative
[98] Words in Sentiment List#3: Angry/Violent
[137645] Non-categorized Words
[145482] Total Words
[6690] ã
[4257] section
[4191] c
[1124] å
[1009] ãƒ

Top Words in Tweet in G1:
[1124] section
[1047] c
[296] cesarean
[281] birth
[220] à
[185] baby
[160] scar
[158] ã
[155] t
[151] mom

Top Words in Tweet in G2:
[325] pls
[167] urgent
[165] itâ
[165] s
[164] need
[164] negative
[164] blood
[164] urgently
[164] c
[164] section

Top Words in Tweet in G3:
[180] steven
[170] c
[170] section
[155] 90dayfiance
[153] olga
[126] haunted
[126] hospital
[126] crying
[126] getting
[126] attention

Top Words in Tweet in G4:
[4] c
[3] doritmi
[3] kidoctr
[3] vbalance03
[3] emmagpaley
[3] plasticdoe
[3] section
[2] tonybaduy
[2] chrisjohnsonmd
[2] joshua1_5

Top Words in Tweet in G5:
[54] c
[50] section
[18] leahntorres
[14] vagitator2
[13] s
[11] birth
[11] pixelprotectors
[10] gerritvnv
[10] abortion
[10] kohnemily

Top Words in Tweet in G6:
[92] indyfromspace
[90] c
[90] section
[45] died
[43] birth
[31] childbirth
[26] born
[26] probably
[24] emergency
[18] mom

Top Words in Tweet in G7:
[6] roguewolf2001
[6] lelenapeacock
[6] c
[5] heatherlinda11
[5] moogiemonsters
[5] pteet1
[5] advocatear
[5] danboon63784314
[5] aunttritsy
[5] carolyncolson

Top Words in Tweet in G8:
[6532] ã
[1101] å
[993] ãƒ
[878] é
[433] çž
[433] åˆ
[254] ç
[220] šã
[220] ˆã
[219] æ

Top Words in Tweet in G9:
[104] born
[104] c
[104] section
[104] t
[103] ewdatsgross
[103] through
[103] birthday
[103] carving
[103] day
[94] donâ

Top Words in Tweet in G10:
[97] c
[97] section
[92] death
[91] chivie__
[91] imagine
[91] refusing
[91] risking
[91] life
[91] baby's
[91] religion

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4079] c,section
[3605] ã,ã
[664] ã,å
[662] é,ã
[662] ã,ãƒ
[545] ãƒ,ã
[441] çž,åˆ
[441] åˆ,é
[438] å,çž
[346] ãƒ,ãƒ

Top Word Pairs in Tweet in G1:
[1027] c,section
[177] à,à
[105] section,scar
[92] cesarean,section
[85] emergency,c
[76] ã,ã
[50] cesarean,birth
[45] scar,splits
[39] birth,story
[34] ðÿ,ðÿ

Top Word Pairs in Tweet in G2:
[165] itâ,s
[164] need,negative
[164] negative,blood
[164] blood,urgently
[164] urgently,c
[164] c,section
[164] section,patient
[163] patient,pls
[163] pls,call
[163] call,9662681

Top Word Pairs in Tweet in G3:
[170] c,section
[126] olga,c
[126] section,haunted
[126] haunted,hospital
[126] hospital,steven
[126] steven,crying
[126] crying,getting
[126] getting,attention
[126] attention,fucking
[126] fucking,loser

Top Word Pairs in Tweet in G4:
[3] c,section

Top Word Pairs in Tweet in G5:
[49] c,section
[10] gerritvnv,leahntorres
[9] robingnelson,feloneouscat
[9] prolifememetics,agirlsnameiskt
[9] agirlsnameiskt,pixelprotectors
[9] pixelprotectors,hboulware
[8] scotty_2017,happywife151
[8] happywife151,robingnelson
[8] feloneouscat,prolifememetics
[7] aderangedhyena,vagitator2

Top Word Pairs in Tweet in G6:
[89] c,section
[22] emergency,c
[12] indyfromspace,childbirth
[9] died,childbirth
[8] wouldn,t
[8] giving,birth
[8] during,birth
[7] being,born
[7] modern,medicine
[7] probably,died

Top Word Pairs in Tweet in G7:
[5] c,section
[3] sparlingangela,roguewolf2001
[3] roguewolf2001,heatherlinda11
[3] heatherlinda11,pteet1
[3] pteet1,_aebj_
[3] _aebj_,advocatear
[3] advocatear,lelenapeacock
[3] lelenapeacock,moogiemonsters
[3] moogiemonsters,danboon63784314
[3] germaine7676,ladyag72

Top Word Pairs in Tweet in G8:
[3529] ã,ã
[658] ã,å
[653] é,ã
[652] ã,ãƒ
[535] ãƒ,ã
[433] å,çž
[433] çž,åˆ
[433] åˆ,é
[341] ãƒ,ãƒ
[220] ã,é

Top Word Pairs in Tweet in G9:
[104] c,section
[103] born,through
[103] through,c
[103] t,birthday
[103] birthday,carving
[103] carving,day
[102] ewdatsgross,born
[94] section,donâ
[94] donâ,t
[9] section,don

Top Word Pairs in Tweet in G10:
[97] c,section
[91] imagine,refusing
[91] refusing,c
[91] section,risking
[91] risking,life
[91] life,baby's
[91] baby's,religion
[91] religion,death
[90] chivie__,imagine
[90] death,yourâ

Top Replied-To
Top Replied-To in Entire Graph:
@indyfromspace
@marlenastell
@cnn
@neel_shah
@askjillian
@enca
@funder
@niinasstyy
@kassydillon
@_mermaidbarbie

Top Replied-To in G1:

Top Replied-To in G4:
@awithonelison
@mstrixter
@what_if_007

Top Replied-To in G5:
@amiet75
@bathilde77
@intelligentcan2
@vagitator2
@owlfoxvt
@kohnemily
@downeyangel
@ms_liz2
@evandril
@drjengunter

Top Replied-To in G6:
@indyfromspace
@ursulav
@rosedgwrites
@megancnaylor
@ginnyromney
@buddygoodboyesq
@lucy_haines
@aeroferret
@baddjimbo

Top Replied-To in G7:
@sugaree71
@lisabe65
@sparlingangela
@process_x
@kazeself

Top Replied-To in G8:
@poniponi7poni

Top Replied-To in G9:
@ewdatsgross

Top Replied-To in G10:
@chivie__

Top Mentioned
Top Mentioned in Entire Graph:
@riznazareer
@taraebk
@ped_allergy
@ewdatsgross
@chivie__
@pregnancy_video
@msqrd2
@hvgoenka
@vizcainoo_23
@nzpolice

Top Mentioned in G1:
@inhalemama
@smudgeau
@southernkimmy
@surgicalbio
@copd_bio
@lookandlaugh
@deliverydrug
@oxfamireland

Top Mentioned in G2:
@riznazareer
@shubbushveyb
@yfsarim

Top Mentioned in G3:
@taraebk
@account99685169
@chiny_amy
@vageek2946
@kayoversweet

Top Mentioned in G4:
@doritmi
@kidoctr
@vbalance03
@emmagpaley
@plasticdoe
@tonybaduy
@chrisjohnsonmd
@joshua1_5
@bluelionblog
@cattlechildren

Top Mentioned in G5:
@leahntorres
@vagitator2
@gerritvnv
@pixelprotectors
@lilmotherhooker
@aderangedhyena
@scotty_2017
@happywife151
@robingnelson
@feloneouscat

Top Mentioned in G6:
@indyfromspace
@michael_w_busch
@earlgreyhottea
@lucy_haines
@jwtroemner
@ursulav
@jeni_parsons
@kristensuver
@missmarjiec
@therealestmw

Top Mentioned in G7:
@roguewolf2001
@lelenapeacock
@heatherlinda11
@moogiemonsters
@pteet1
@advocatear
@danboon63784314
@aunttritsy
@carolyncolson
@equalitycouple

Top Mentioned in G8:
@ped_allergy
@poniponi7poni

Top Mentioned in G9:
@ewdatsgross

Top Mentioned in G10:
@chivie__
@deekachy_md

Top Tweeters
Top Tweeters in Entire Graph:
@punmetaphorica
@johnroseputnam
@theboydp
@myalliesnews
@bridgittelesley
@lethumanismring
@eaglestarnet
@shopping4all101
@blkberrycastle
@watsupafrica

Top Tweeters in G1:
@punmetaphorica
@myalliesnews
@eaglestarnet
@shopping4all101
@blkberrycastle
@watsupafrica
@3rdrockhome
@follementbijoux
@politicalhedge
@pops131

Top Tweeters in G2:
@baarahk
@illathhassan
@shafeeu
@dyingregime
@2013oneday
@ujaasu
@shubbushveyb
@adleedeadly
@maurish24
@kafadhonbe

Top Tweeters in G3:
@sparrowontheeye
@bbcandice
@bjorkian15
@blackdoll69
@recognize_taste
@nestawane
@08jayhawk
@nickimjfam
@sweethart_215
@richgyal22

Top Tweeters in G4:
@itsmepanda1
@veritasever
@beckyjohnson222
@doritmi
@fmcqueen31
@vbalance03
@greg_marinelab
@cplbart
@luma923
@ebonymckenna

Top Tweeters in G5:
@hboulware
@kurtschlichter
@time
@painter_nancy
@tressiemcphd
@wildchild69
@drjengunter
@lisawinslow
@lynn_rose1
@terib3294

Top Tweeters in G6:
@eddarrell
@mitchellvii
@emoontx
@ursulav
@joshuawbarr
@emily30red
@michael_w_busch
@aeroferret
@captain_revo
@rebmy75

Top Tweeters in G7:
@carolyncolson
@starvinlarry
@blogliberally
@bonniez45
@vetsunitedmarch
@deeenst
@sugaree71
@unreaddatum
@spicypurritos
@lelenapeacock

Top Tweeters in G8:
@nancy_moon_703
@sleep_sheep2010
@avalon1982
@condoh3
@bvervet
@twjunk
@yutsukimugi
@zkk1o1
@mansikka_h
@chokolatelice

Top Tweeters in G9:
@peterrpann_
@sophhhann
@_sellybabes
@zenlikamuhfukka
@thedopestfiend
@mickie310
@_carimom
@sokol_33goalie
@victoriasenese
@maddiemagoogles

Top Tweeters in G10:
@jesuismichael__
@manicfeminist
@dappy_52
@deezer234
@shecyclesnbi
@enigmathick
@__omotoyosi__
@sleeky_prince_
@jay_xcix
@gabe_ken