cesarean OR c-section, Twitter, 11/7/2020 5:37:25 PM, 239712


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cesarean OR c-section_2020-11-07_06-29-01.xlsx
cesarean OR c-section_2020-11-07_06-29-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 07, 2020
Short Description:
cesarean OR c-section via NodeXL https://bit.ly/3kajSxv
@niggazwilin
@olemohale
@mdubkrazy
@evelyn_nakayi
@ctzebra
@mminsc2
@jimmykimmel
@rvawonk
@enchantedcshel
@sureshseshadri1

Top hashtags:
#covid19
#bleeding
#c
#cesarean
#study
#celiac
#learntherisk
#covid

Description:
Description
The graph represents a network of 8,286 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 Saturday, 07 November 2020 at 14:32 UTC.

The requested start date was Friday, 06 November 2020 at 01:01 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 5-day, 10-hour, 45-minute period from Saturday, 31 October 2020 at 13:59 UTC to Friday, 06 November 2020 at 00:45 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 : 8286
Unique Edges : 1777
Edges With Duplicates : 12711
Total Edges : 14488
Number of Edge Types : 5
Retweet : 6297
MentionsInRetweet : 6385
Tweet : 595
Replies to : 616
Mentions : 595
Self-Loops : 615
Reciprocated Vertex Pair Ratio : 0.00319106501794974
Reciprocated Edge Ratio : 0.00636182902584493
Connected Components : 958
Single-Vertex Connected Components : 429
Maximum Vertices in a Connected Component : 5430
Maximum Edges in a Connected Component : 10859
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.026883
Graph Density : 0.00010990610129628
Modularity : 0.399579
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 8,286 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 Saturday, 07 November 2020 at 14:32 UTC.

The requested start date was Friday, 06 November 2020 at 01:01 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 5-day, 10-hour, 45-minute period from Saturday, 31 October 2020 at 13:59 UTC to Friday, 06 November 2020 at 00:45 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:
[29] https://twitter.com/jimmykimmel/status/1323814421488037888
[9] https://www.ncbi.nlm.nih.gov/pubmed/20478942
[6] https://twitter.com/niggazwilin/status/1323382076259868672
[4] https://www.thehollywoodgossip.com/2020/11/ariela-weinberg-how-much-did-her-emergency-c-section-in-ethiopia/?utm_source=dlvr.it&utm_medium=twitter
[3] https://twitter.com/JBI_EI/status/1323726906219393024
[3] https://twitter.com/NiggazWILIN/status/1323382076259868672
[3] https://www.thesun.co.uk/tvandshowbiz/13078548/malin-andersson-c-section-scar-leotard/?utm_medium=Social&utm_campaign=sunmaintwitter&utm_source=Twitter#Echobox=1604233159
[2] https://www.youtube.com/watch?v=cePIs_vM8vQ&feature=youtu.be

[2] http://www.inhalemama.com/c-section-is-the-easy-way-out/
[2] http://www.inhalemama.com/recover-recovery-pregnancy-c-section/

Top URLs in Tweet in G2:
[22] https://twitter.com/jimmykimmel/status/1323814421488037888
[6] https://twitter.com/niggazwilin/status/1323382076259868672
[4] https://www.thehollywoodgossip.com/2020/11/ariela-weinberg-how-much-did-her-emergency-c-section-in-ethiopia/?utm_source=dlvr.it&utm_medium=twitter
[2] https://twitter.com/agnesfrim/status/1322218901753778177
[2] https://musingsofawinsomeheart.blogspot.com/2019/03/manasseh-cesarean-sections-abortion.html
[2] https://twitter.com/NiggazWILIN/status/1323382076259868672
[2] https://styleupnow.com/ariela-weinberg-how-much-did-her-emergency-c-section-in-ethiopia-cost/
[2] https://twitter.com/andizeisler/status/1323790021103546368
[2] https://twitter.com/JBI_EI/status/1323726906219393024
[2] http://www.inhalemama.com/c-section-is-the-easy-way-out/

Top URLs in Tweet in G4:
[1] https://www.herald-dispatch.com/news/community-rallies-to-help-newborn-family-in-wake-of-covid-19-death/article_05ca6e61-aebc-5973-8759-3b6d61b51a53.html

Top URLs in Tweet in G6:
[1] https://twitter.com/jimmykimmel/status/1323814421488037888

Top URLs in Tweet in G9:
[2] https://www.dailymail.co.uk/news/article-8544075/Covid-19-mother-gave-birth-ventilator-dies-never-having-met-newborn-daughter.html
[1] https://www.news4jax.com/news/local/2020/09/07/husband-mourns-wife-who-died-of-covid-19-after-giving-birth-to-son/?fbclid=IwAR3sZcu986VUAOcNZCD0iILsAygN-dLZuVfR04UKr0b1N6voZudEB7sEskc
[1] https://www.theguardian.com/world/2020/apr/29/coronavirus-andrea-circle-bear-federal-prison-death
[1] https://www.goodmorningamerica.com/wellness/story/mom-died-due-covid-19-meets-newborn-son-71771513

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[150] covid19
[12] bleeding
[10] c
[10] cesarean
[9] study
[9] celiac
[9] learntherisk
[8] covid
[8] csection
[6] birth



Top Hashtags in Tweet in G2:
[9] c
[4] csection
[4] 90dayfiancetheotherway
[4] postnatal
[3] cesarean
[3] pregnancy
[3] electionday
[2] 90dayfiance
[2] vote
[2] election2020

Top Hashtags in Tweet in G4:
[138] covid19
[1] healthcareheroes
[1] wearamask

Top Hashtags in Tweet in G9:
[9] covid19
[8] covid
[3] florida
[2] texas
[1] trumpkillsohio
[1] trumpknew
[1] rememberinnovember
[1] covidcovidcovid
[1] trumpkillstennessee

Top Words
Top Words in Tweet in Entire Graph:
[7133] section
[5661] born
[5560] birthday
[5553] call
[5549] nah
[5547] release
[5547] date
[5543] ur
[5540] bro
[5527] nerve

Top Words in Tweet in G1:
[5389] section
[5388] niggazwilin
[5388] mfs
[5388] born
[5388] nerve
[5388] call
[5388] birthday
[5388] nah
[5388] bro
[5388] ur

Top Words in Tweet in G2:
[413] section
[87] cesarean
[65] baby
[46] born
[45] emergency
[44] birth
[32] date
[29] birthday
[28] one
[28] call

Top Words in Tweet in G3:
[368] died
[184] uganda
[184] funny
[184] mummy
[184] section
[184] complications
[184] government
[184] guts
[183] evelyn_nakayi
[2] covid

Top Words in Tweet in G4:
[138] sharon
[138] renee
[138] carroll
[138] 44yo
[138] occupational
[138] therapist
[138] huntington
[138] wv
[138] died
[138] #covid19

Top Words in Tweet in G5:
[80] section
[50] mminsc2
[32] rvawonk
[27] pain
[22] labor
[16] emergency
[16] back
[15] epidural
[14] hours
[13] baby

Top Words in Tweet in G6:
[56] section
[54] jimmykimmel
[15] worse
[11] during
[7] cut
[7] before
[7] awake
[6] way
[6] much
[6] mollyjongfast

Top Words in Tweet in G7:
[2] bearlykat
[2] pickpear
[2] firehorsep
[2] stephenold
[2] dissentra
[2] bleufrenchbird
[2] hill_hillbill
[2] bellabean2
[2] vja1999
[2] maldensaboteur

Top Words in Tweet in G8:
[2] murali76133156
[2] indianrajeshnco
[2] prasad_perla
[2] savitritvs
[2] drbosch3
[2] satishrathod100
[2] oberoizorawar
[2] priyakhi2
[2] doctor
[2] accept

Top Words in Tweet in G9:
[21] section
[15] mother
[15] baby
[15] realdonaldtrump
[14] pregnant
[13] cleavon_md
[12] dead
[11] died
[10] months
[9] #covid19

Top Words in Tweet in G10:
[40] mfs
[40] born
[40] section
[40] nerve
[40] call
[40] birthday
[40] nah
[40] bro
[40] ur
[40] release

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5598] born,section
[5545] call,birthday
[5544] birthday,nah
[5536] nah,bro
[5535] bro,ur
[5534] ur,release
[5534] release,date
[5524] section,nerve
[5524] nerve,call
[5513] mfs,born

Top Word Pairs in Tweet in G1:
[5388] mfs,born
[5388] born,section
[5388] section,nerve
[5388] nerve,call
[5388] call,birthday
[5388] birthday,nah
[5388] nah,bro
[5388] bro,ur
[5388] ur,release
[5388] release,date

Top Word Pairs in Tweet in G2:
[42] emergency,section
[34] born,section
[27] release,date
[25] cesarean,section
[22] section,nerve
[22] nerve,call
[22] call,birthday
[21] birthday,nah
[18] nah,bro
[18] ur,release

Top Word Pairs in Tweet in G3:
[184] uganda,funny
[184] funny,mummy
[184] mummy,died
[184] died,section
[184] section,complications
[184] complications,government
[184] government,guts
[184] guts,died
[183] evelyn_nakayi,uganda

Top Word Pairs in Tweet in G4:
[138] sharon,renee
[138] renee,carroll
[138] carroll,44yo
[138] 44yo,occupational
[138] occupational,therapist
[138] therapist,huntington
[138] huntington,wv
[138] wv,died
[138] died,#covid19
[138] #covid19,10

Top Word Pairs in Tweet in G5:
[15] emergency,section
[7] water,broke
[6] mminsc2,section
[5] back,labor
[4] hours,labor
[3] first,section
[3] mminsc2,emergency
[3] 36,hours
[3] section,epidural
[3] having,section

Top Word Pairs in Tweet in G6:
[6] mollyjongfast,jimmykimmel
[6] jimmykimmel,tanvim
[6] emergency,section
[4] having,section
[4] section,before
[4] jimmykimmel,phyll_indablank
[4] jimmykimmel,section
[3] much,worse
[3] section,much
[3] micheleone_elle,mollyjongfast

Top Word Pairs in Tweet in G7:
[2] bearlykat,pickpear
[2] pickpear,firehorsep
[2] firehorsep,stephenold
[2] stephenold,dissentra
[2] dissentra,bleufrenchbird
[2] bleufrenchbird,hill_hillbill
[2] bellabean2,vja1999
[2] vja1999,maldensaboteur
[2] maldensaboteur,rachel5742
[2] rachel5742,neilpollyticks

Top Word Pairs in Tweet in G8:
[2] murali76133156,indianrajeshnco
[2] indianrajeshnco,prasad_perla
[2] prasad_perla,savitritvs
[2] savitritvs,drbosch3
[2] drbosch3,satishrathod100
[2] satishrathod100,oberoizorawar
[2] oberoizorawar,priyakhi2

Top Word Pairs in Tweet in G9:
[9] months,pregnant
[8] died,#covid
[8] emergent,section
[7] cleavon_md,dead
[7] dead,35
[7] 35,aurora
[7] aurora,duran
[7] duran,minneapolis
[7] minneapolis,mother
[7] mother,months

Top Word Pairs in Tweet in G10:
[40] mfs,born
[40] born,section
[40] section,nerve
[40] nerve,call
[40] call,birthday
[40] birthday,nah
[40] nah,bro
[40] bro,ur
[40] ur,release
[40] release,date

Top Replied-To
Top Replied-To in Entire Graph:
@mminsc2
@jimmykimmel
@rvawonk
@resisterdude
@rawbeautykristi
@hellen_mathibe
@chelseahandler
@realdonaldtrump
@emilyvanduyne
@mollyjongfast

Top Replied-To in G1:
@niggazwilin

Top Replied-To in G5:
@mminsc2
@rvawonk
@clc1905
@suzihands
@timcampbell1954
@billygedwardsch
@tubawidow
@clivewismayer
@marykim380
@freckled_frack

Top Replied-To in G6:
@jimmykimmel
@mollyjongfast
@johnrjohnson
@micheleone_elle
@embersfromashes
@katypang
@sasyecat
@therickydavila

Top Replied-To in G7:
@lomquiche
@bearlykat

Top Replied-To in G8:
@murali76133156

Top Replied-To in G9:
@realdonaldtrump
@klwdowicki
@presidentmario2
@hawkthequestion
@rudygiuliani
@lazulilapis6
@abbasyaldah
@cleavon_md

Top Mentioned
Top Mentioned in Entire Graph:
@niggazwilin
@evelyn_nakayi
@ctzebra
@mdubkrazy
@servicetech_
@themedicaivideo
@jbi_ei
@lilknockstar
@lankzii
@missmalinsara

Top Mentioned in G1:
@niggazwilin

Top Mentioned in G2:
@inhalemama
@pankajg05096270
@aureliacotta
@serendipityriri

Top Mentioned in G3:
@evelyn_nakayi

Top Mentioned in G4:
@ctzebra

Top Mentioned in G5:
@mminsc2
@rvawonk
@marywizchicago
@ecmclaughlin
@wetuiozx
@traceylande

Top Mentioned in G6:
@jimmykimmel
@tanvim
@phyll_indablank
@mollyjongfast
@weareallother
@micheleone_elle
@taikawaititi
@elizabethswartz
@chuckwendig
@joeybagovdonuts

Top Mentioned in G7:
@pickpear
@firehorsep
@stephenold
@dissentra
@bleufrenchbird
@hill_hillbill
@bellabean2
@vja1999
@maldensaboteur
@rachel5742

Top Mentioned in G8:
@indianrajeshnco
@prasad_perla
@savitritvs
@drbosch3
@satishrathod100
@oberoizorawar
@priyakhi2
@sureshseshadri1
@murali76133156
@netan

Top Mentioned in G9:
@realdonaldtrump
@cleavon_md
@susanschutte2
@campbell11j
@travistritt
@govrondesantis
@govabbott
@hatchellbailey
@taintdchinadoll
@fr_tho_

Top Mentioned in G10:
@mdubkrazy
@niggazwilin

Top Tweeters
Top Tweeters in Entire Graph:
@dichristine
@myra918
@prpnews
@thehill
@asher_wolf
@79topper
@_globalcareers
@solusnan1
@nailsncrowns
@rattlecans

Top Tweeters in G1:
@ayeelexus86
@tzdiscovery
@fiqfiqkutcher
@culiraj
@ohhthatszee
@facundoxxii
@medellinblue
@terrikibiriti
@royalsmlbchamps
@itsemmelex

Top Tweeters in G2:
@prpnews
@_globalcareers
@lianabrooks
@aureliacotta
@hamzadawud
@cheriflavour
@scottishsun
@datdudeeasy
@7thspacecom
@fcfortune

Top Tweeters in G3:
@myra918
@solomonkibz
@ernestnuwagaba
@malowbar
@iamtricia118
@gmwahome
@ssentongopeter5
@evelyn_nakayi
@yekoyadaug
@kall_essy

Top Tweeters in G4:
@dichristine
@avonan
@viralvideovlogs
@cindyceemerson
@ceciliaannh
@scott_squires
@lacus09
@joanmwallis1
@kathyholdshope
@kencf0618

Top Tweeters in G5:
@mnbonnie
@paprikapink
@rvawonk
@wikiwachee
@dbrandley7
@heathmocha
@janelleesp
@cbrodrick
@rmetropoliso
@sarahthyre

Top Tweeters in G6:
@joeybagovdonuts
@sasyecat
@mollyjongfast
@chuckwendig
@juliadavisnews
@johnrjohnson
@joshuarog3rs
@louise_q10
@phyll_indablank
@andrewzimmern

Top Tweeters in G7:
@roger_xanth_day
@iammardikins
@socialistdawn
@firehorsep
@111meeuwis
@jfritte
@devonianmatthew
@dissentra
@maldensaboteur
@bearlykat

Top Tweeters in G8:
@pkotekar
@nair_hena
@rajboni
@_ankahi
@bharatwashi1
@ksmann
@nrajabpcl
@neerangautam
@genpanwar
@babble524

Top Tweeters in G9:
@kingsfoil2550
@zakklemmerrr
@morgandawn6
@moneymanmeech__
@realdonaldtrump
@4sutq8
@markruffalo
@drcherylllp
@campbell11j
@sunni1515

Top Tweeters in G10:
@alex_o707
@oladejishabi
@nailasmk
@phlegethonyarre
@tianapeach
@shmood69area51
@kataldape
@jamenrc_
@unrealpathan
@blickydel


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