cesarean OR c-section, Twitter, 1/20/2019 3:45:08 AM, 182562


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cesarean OR c-section_2019-01-19_19-12-00.xlsx
cesarean OR c-section_2019-01-19_19-12-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 20, 2019
Short Description:
cesarean OR c-section via NodeXL http://bit.ly/2DnLs8t
@tulipsiddiq
@trending_medic
@janinegibson
@billbri73040020
@lucympowell
@suziegeewizz
@katheri48033429
@casparsalmon
@laura_k_hughes
@harkaway

Top hashtags:
#tarikhpetarikh
#sextuplets
#boxer
#stacy
#brexit

Description:
Description
The graph represents a network of 6,033 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, 20 January 2019 at 03:13 UTC.

The requested start date was Sunday, 20 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 8-day, 6-hour, 32-minute period from Friday, 11 January 2019 at 17:22 UTC to Saturday, 19 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 : 6033
Unique Edges : 6843
Edges With Duplicates : 1147
Total Edges : 7990
Number of Edge Types : 3
Mentions : 5863
Replies to : 810
Tweet : 1317
Self-Loops : 1317
Reciprocated Vertex Pair Ratio : 0.0141997995322419
Reciprocated Edge Ratio : 0.0280019766101137
Connected Components : 1629
Single-Vertex Connected Components : 908
Maximum Vertices in a Connected Component : 1072
Maximum Edges in a Connected Component : 2106
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.294696
Graph Density : 0.000166826705990615
Modularity : 0.760549
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[91] https://www.pregnancyvideo.net/video
[39] https://twitter.com/indyfromspace/status/1083197587895795716
[19] http://bhekisisa.org/article/2019-01-09-00-which-south-african-health-districts-have-the-highest-rate-of-caesarean-sections
[16] https://trib.al/m7ZtJDk
[13] https://trib.al/f81kKkC
[11] https://www.buzzfeed.com/hazelshearing/tulip-siddiq-gave-birth?utm_source=dynamic&utm_campaign=bfsharetwitter&utm_term=.qy6k8jMXb5
[9] https://nypost.com/2019/01/11/mom-scoops-up-her-own-intestines-after-c-section-scar-splits/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[9] https://www.aol.com/article/news/2019/01/11/new-mothers-intestines-spill-out-after-c-section-scar-bursts-open-during-shower/23640668/?ncid=facebook_aolproject_ef5jwb9pzmu
[9] https://www.mirror.co.uk/news/politics/pregnant-labour-mp-tulip-siddiq-13862351?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[9] 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:
[35] https://twitter.com/indyfromspace/status/1083197587895795716
[14] https://trib.al/m7ZtJDk
[9] https://www.aol.com/article/news/2019/01/11/new-mothers-intestines-spill-out-after-c-section-scar-bursts-open-during-shower/23640668/?ncid=facebook_aolproject_ef5jwb9pzmu
[8] https://www.aol.com/article/news/2019/01/11/new-mothers-intestines-spill-out-after-c-section-scar-bursts-open-during-shower/23640668/
[7] https://www.cnn.com/2019/01/14/uk/tulip-siddiq-caesarian-delay-brexit-gbr-scli-intl/index.html?utm_source=dlvr.it&utm_medium=twitter
[7] https://twitter.com/thewitchydoula/status/1085887086832562177
[7] https://www.jesusdaily.com/mom-overhears-nurses-doctor-yelling-during-c-section-then-hand-her-the-biggest-baby-theyve-ever-seen/
[6] https://cnm.mv/news-80929.html
[5] 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
[5] https://nypost.com/2019/01/11/mom-scoops-up-her-own-intestines-after-c-section-scar-splits?utm_source=FCFacebook&utm_medium=SocialFlow&utm_campaign=SocialFlow

Top URLs in Tweet in G2:
[1] https://twitter.com/ozzyetomi/status/1086639011924459520
[1] https://www.instagram.com/p/BsnYl3Kh39_/?utm_source=ig_twitter_share&igshid=gr1s0nus7vyw

Top URLs in Tweet in G3:
[1] https://twitter.com/mollymep/status/1085236789898608641
[1] https://twitter.com/MirrorPolitics/status/1084790232371920897
[1] https://twitter.com/TulipSiddiq/status/1085167260971515906
[1] https://twitter.com/TulipSiddiq/status/1084227459250302977
[1] https://twitter.com/faisalislam/status/1085254233736310785
[1] https://www.bbc.co.uk/news/live/46874049
[1] https://twitter.com/KateProctorES/status/1084839663049891841
[1] https://www.theguardian.com/politics/2019/jan/15/tory-accuses-pregnant-labour-mp-over-pledge-to-attend-vote?CMP=Share_iOSApp_Other
[1] https://www.theguardian.com/politics/2019/jan/14/john-bercow-proxy-vote-brexit-house-of-commons-labour-tulip-siddiq?CMP=Share_iOSApp_Other
[1] https://twitter.com/tulipsiddiq/status/1085167260971515906

Top URLs in Tweet in G4:
[1] https://www.standard.co.uk/news/politics/labour-mp-tulip-siddiq-delays-caesarean-for-brexit-vote-a4037946.html

Top URLs in Tweet in G5:
[8] https://www.mirror.co.uk/news/politics/pregnant-labour-mp-tulip-siddiq-13862351?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[1] https://twitter.com/samcoatestimes/status/1085154779972726788

Top URLs in Tweet in G6:
[1] https://www.thehindubusinessline.com/news/aircel-maxis-case-protection-from-arrest-to-chidambaram-extended-till-february-1/article25969391.ece

Top URLs in Tweet in G7:
[11] https://www.buzzfeed.com/hazelshearing/tulip-siddiq-gave-birth?utm_source=dynamic&utm_campaign=bfsharetwitter&utm_term=.qy6k8jMXb5
[1] https://www.buzzfeed.com/laurasilver/tulip-siddiq-delayed-birth-voted-brexit-in-wheelchair?utm_source=dynamic&utm_campaign=bfsharetwitter&utm_term=.dxj1zjr8D

Top URLs in Tweet in G8:
[91] https://www.pregnancyvideo.net/video
[7] https://www.pregnancyvideo.net/everything-you-need-know-about-cesarean-section
[5] https://www.pregnancyvideo.net/delivery-complications-during-cesarean-section
[5] https://www.pregnancyvideo.net/what-happens-during-c-section-procedure
[3] https://www.pregnancyvideo.net/c-section-recovery-what-you-need-know
[1] http://bit.ly/viprg

Top URLs in Tweet in G9:
[1] https://apnews.com/544adda6dd594190a7b60437d146b95c

Top URLs in Tweet in G10:
[1] https://twitter.com/TulipSiddiq/status/1085167260971515906

Top Domains
Top Domains in Tweet in Entire Graph:
[168] twitter.com
[111] pregnancyvideo.net
[54] co.uk
[48] facebook.com
[46] instagram.com
[45] trib.al
[41] youtube.com
[26] bhekisisa.org
[25] cnn.com
[23] aol.com

Top Domains in Tweet in G1:
[110] twitter.com
[46] facebook.com
[41] instagram.com
[27] co.uk
[22] blogspot.com
[19] aol.com
[17] trib.al
[15] cnn.com
[14] inhalemama.com
[11] nypost.com

Top Domains in Tweet in G2:
[1] twitter.com
[1] instagram.com

Top Domains in Tweet in G3:
[12] twitter.com
[2] co.uk
[2] theguardian.com
[1] usatoday.com
[1] t.co

Top Domains in Tweet in G4:
[1] co.uk

Top Domains in Tweet in G5:
[8] co.uk
[1] twitter.com

Top Domains in Tweet in G6:
[1] thehindubusinessline.com

Top Domains in Tweet in G7:
[12] buzzfeed.com

Top Domains in Tweet in G8:
[111] pregnancyvideo.net
[1] bit.ly

Top Domains in Tweet in G9:
[1] apnews.com

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[159] tarikhpetarikh
[87] sextuplets
[63] boxer
[63] stacy
[45] brexit
[39] cesarean
[34] marchforlife
[33] fosterfirst
[30] brexitvote
[26] pregnancy



Top Hashtags in Tweet in G1:
[20] csection
[14] brexit
[13] pregnancy
[13] c
[9] cesarean
[7] 90dayfiance
[7] birth
[7] thegooddoctor
[7] familyplanning
[7] postnatal

Top Hashtags in Tweet in G3:
[23] brexit
[7] brexitvote
[3] brexitdebate
[2] tulips
[1] raphaelmujib
[1] thebrexitkid
[1] shameful
[1] whyineedfeminism
[1] respect
[1] brexitdeal

Top Hashtags in Tweet in G6:
[159] tarikhpetarikh

Top Hashtags in Tweet in G8:
[87] sextuplets
[4] quadruplets

Top Hashtags in Tweet in G9:
[63] boxer
[63] stacy
[33] fosterfirst
[1] rehomehour
[1] teamzay
[1] adoptdontshop

Top Words
Top Words in Tweet in Entire Graph:
[2813] Words in Sentiment List#1: Positive
[4513] Words in Sentiment List#2: Negative
[40] Words in Sentiment List#3: Angry/Violent
[124107] Non-categorized Words
[131434] Total Words
[4038] section
[3719] c
[782] cesarean
[756] days
[747] birth

Top Words in Tweet in G1:
[925] section
[842] c
[237] cesarean
[206] birth
[155] scar
[140] mom
[137] baby
[110] vote
[94] t
[94] s

Top Words in Tweet in G2:
[616] section
[614] c
[580] trending_medic
[558] days
[310] s
[305] know
[302] enough
[302] underwent
[302] caesarean
[302] advisable

Top Words in Tweet in G3:
[307] vote
[305] tulipsiddiq
[300] section
[244] c
[151] delay
[115] order
[115] dr_philippaw
[114] having
[95] pregnant
[95] attend

Top Words in Tweet in G4:
[194] kateproctores
[191] tulipsiddiq
[186] harrietharman
[185] standardnews
[181] mother
[179] point
[179] house
[179] story
[178] order
[178] today's

Top Words in Tweet in G5:
[138] c
[138] section
[137] delaying
[129] reasons
[128] lucympowell
[128] disgraceful
[128] smear
[128] ve
[128] told
[128] need

Top Words in Tweet in G6:
[321] 1
[164] protection
[160] 2018
[160] 31may
[160] 28
[160] sep
[160] 25
[160] oct
[160] 2019
[160] 9

Top Words in Tweet in G7:
[133] c
[133] section
[132] delayed
[132] baby
[121] janinegibson
[121] nine
[121] months
[121] pregnant
[121] medically
[121] recommended

Top Words in Tweet in G8:
[110] pregnancy_video
[110] section
[107] cesarean
[91] birth
[87] woman
[87] gives
[87] sextuplets
[87] 3
[87] minutes
[11] delivery

Top Words in Tweet in G9:
[159] puppies
[63] boxer
[63] stacy
[63] gone
[63] labor
[63] 2
[63] hours
[63] d
[63] two
[63] ve

Top Words in Tweet in G10:
[81] c
[81] section
[76] woman
[74] yes
[74] 2019
[74] fucking
[74] disgrace
[74] mp
[74] high
[74] risk

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3338] c,section
[608] section,c
[372] cesarean,section
[312] caesarean,section
[307] c,s
[302] know,enough
[302] enough,underwent
[302] underwent,caesarean
[302] s,advisable
[301] trending_medic,know

Top Word Pairs in Tweet in G1:
[831] c,section
[112] section,scar
[88] cesarean,section
[67] emergency,c
[56] scar,splits
[51] brexit,vote
[40] delays,c
[34] lawmaker,delays
[31] intestines,c
[31] gives,birth

Top Word Pairs in Tweet in G2:
[604] section,c
[307] c,section
[304] c,s
[302] know,enough
[302] enough,underwent
[302] underwent,caesarean
[302] caesarean,section
[302] s,advisable
[301] trending_medic,know
[279] 1,standard

Top Word Pairs in Tweet in G3:
[240] c,section
[103] having,delay
[96] tulipsiddiq,having
[94] point,order
[92] order,dr_philippaw
[92] dr_philippaw,tulipsiddiq
[92] delay,urgent
[92] urgent,c
[92] section,attend
[92] attend,tonight's

Top Word Pairs in Tweet in G4:
[178] point,order
[178] order,mother
[178] mother,house
[178] house,harrietharman
[178] harrietharman,today's
[178] today's,standardnews
[178] standardnews,story
[178] story,tulipsiddiq
[177] kateproctores,point
[52] proxy,voting

Top Word Pairs in Tweet in G5:
[138] c,section
[137] delaying,c
[128] disgraceful,smear
[128] smear,delaying
[128] section,ve
[128] ve,told
[128] told,need
[128] need,medical
[128] medical,reasons
[128] reasons,incredibly

Top Word Pairs in Tweet in G6:
[160] 2018,31may
[160] 28,sep
[160] sep,25
[160] 25,oct
[160] protection,9
[159] 31may,3
[159] 3,july
[159] july,1
[159] 1,aug
[159] aug,28

Top Word Pairs in Tweet in G7:
[133] c,section
[121] nine,months
[121] months,pregnant
[121] pregnant,delayed
[121] delayed,medically
[121] medically,recommended
[121] recommended,c
[121] section,birth
[121] birth,baby
[121] baby,wheeled

Top Word Pairs in Tweet in G8:
[99] cesarean,section
[87] woman,gives
[87] gives,birth
[87] birth,sextuplets
[87] sextuplets,3
[87] 3,minutes
[87] minutes,cesarean
[86] pregnancy_video,woman
[11] c,section
[10] need,know

Top Word Pairs in Tweet in G9:
[63] boxer,stacy
[63] stacy,gone
[63] gone,labor
[63] labor,2
[63] 2,hours
[63] hours,d
[63] d,two
[63] two,puppies
[63] puppies,ve
[63] ve,rushed

Top Word Pairs in Tweet in G10:
[81] c,section
[74] yes,2019
[74] 2019,fucking
[74] fucking,disgrace
[74] disgrace,woman
[74] woman,mp
[74] mp,high
[74] high,risk
[74] risk,pregnancy
[74] pregnancy,delay

Top Replied-To
Top Replied-To in Entire Graph:
@indyfromspace
@_mermaidbarbie
@theladykatie
@tulipsiddiq
@owlfoxvt
@katyturnbc
@amiet75
@serenawilliams
@drolufunmilayo
@clarencenyc_

Top Replied-To in G2:
@trending_medic

Top Replied-To in G3:
@tulipsiddiq
@dawnbutlerbrent
@joswinson
@xhorsechestnutx
@kanangabond
@kezdugdale
@leannewood
@kirstysnp
@davidlinden
@mohsin_z7

Top Replied-To in G4:
@joemurphylondon
@plasticsaint
@moet_medic
@lh__1992
@constanceshortc
@feistyquine
@claireclegg4
@confefe1600
@emanuil_tolev
@pwnproblems

Top Replied-To in G5:
@lucympowell

Top Replied-To in G6:
@swamy39
@itssitu

Top Replied-To in G7:
@v1cr

Top Replied-To in G8:
@whoiskesha

Top Replied-To in G10:
@wordspinster
@thrupennybit

Top Mentioned
Top Mentioned in Entire Graph:
@trending_medic
@tulipsiddiq
@kateproctores
@harrietharman
@standardnews
@prettypadmaja
@lucympowell
@janinegibson
@dr_philippaw
@pregnancy_video

Top Mentioned in G1:
@inhalemama
@obesity_bio
@sportsdrag
@drjoeqjarvis
@anesthetic_bio
@realdrseattle
@khorshidezz
@helwamag

Top Mentioned in G2:
@trending_medic
@theidealnurse__
@ladygrasha

Top Mentioned in G3:
@tulipsiddiq
@dr_philippaw
@lumi_1984
@rtuknews
@wep_uk
@jessicamennie
@xmattxlawx
@rosazambonini
@samanthaquek
@lucympowell

Top Mentioned in G4:
@kateproctores
@tulipsiddiq
@standardnews
@harrietharman
@laura_k_hughes
@joemurphylondon
@ukparliament
@ianrobo1
@pwnproblems
@janinegibson

Top Mentioned in G5:
@lucympowell
@suziegeewizz
@mirrorpolitics
@tulipsiddiq
@janinegibson
@horton_official
@laura_k_hughes

Top Mentioned in G6:
@prettypadmaja
@rsprasad
@arunjaitley
@pgurus1

Top Mentioned in G7:
@janinegibson
@hannahalothman
@hazelshearing
@laurafleur
@emilydugan

Top Mentioned in G8:
@pregnancy_video

Top Mentioned in G9:
@harbinshs
@lasthopeanimale
@samlitzinger

Top Mentioned in G10:
@goonerprof
@swaldman
@janeclarejones
@clinx_83

Top Tweeters
Top Tweeters in Entire Graph:
@punmetaphorica
@juanmuriango
@nvpeople
@feedingjoy
@rashidaldosari
@phildecarolis
@titrespresse
@theboydp
@currentsocials
@bridgittelesley

Top Tweeters in G1:
@punmetaphorica
@titrespresse
@currentsocials
@eaglestarnet
@blkberrycastle
@follementbijoux
@prpnews
@mediaboxstore
@politicalhedge
@asher_wolf

Top Tweeters in G2:
@m0re_nike
@wolfxe_
@ebuoe
@broom__stick
@lanrewaju_
@folypatfilm
@dappy_52
@wana____
@djamilmubaraq
@biodunn_

Top Tweeters in G3:
@phildecarolis
@hazelglasgow
@susan_bell1212
@porridgeisgood
@lesleygsmith3
@tighnacoille
@tea_party_chris
@suegray834
@den_fabrizi
@oordayhascome

Top Tweeters in G4:
@ligayaloyola
@sandyc1772
@kingscuprun27
@mconway70
@sandi_childs
@shasta_otter
@standardnews
@logansteven
@dominica_mora
@magapanthus

Top Tweeters in G5:
@ollieglanvill
@gaylabouryorkie
@pecunium
@j_sutherland2
@natalie91231732
@1955nancoys
@minxymartin
@papajoe1407
@timmorton2
@rositastef

Top Tweeters in G6:
@innovativehindu
@raja1260
@sagenaradamuni
@joshirakesh2004
@bhat_sadhana
@mrkotians
@balamy
@a31x64vijay
@aarvee18
@shankar2483

Top Tweeters in G7:
@hrhstillstacie
@inclinepress
@garydchance
@subutcher
@iantheinventor
@missy50hk1
@cooperhawke
@lighthealing
@a11_seeing_eye
@secretspartacus

Top Tweeters in G8:
@juanmuriango
@asamoh_
@dreamsofbeinme
@davykata17
@vanessahottmess
@iamnotkeyonce
@bazilefabie
@whoiskesha
@scrathefox
@anaughtyangel

Top Tweeters in G9:
@catsfromulthar
@leighjalland
@nightowl400
@irishfox1949
@juliebeth74
@sachikoko
@winglessbird_
@karen73984451
@raluca_florea
@hopeesperanz

Top Tweeters in G10:
@l_ronaldson
@quixoticgeek
@lottieshed
@scousepie
@celestite66
@hobo_logical
@thrupennybit
@deborah_c
@ziggy7
@efrogwraig


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