cesarean OR c-section, Twitter, 2/18/2019 4:18:46 AM, 187087


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cesarean OR c-section_2019-02-17_15-19-38.xlsx
cesarean OR c-section_2019-02-17_15-19-38.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 18, 2019
Short Description:
cesarean OR c-section via NodeXL http://bit.ly/2DS6U4g
@tweets4maga
@jali_cat
@cannolesron
@marv90643214
@locklea5
@d_nurnberg
@maryannporky
@scpatriot134
@gsdalpha
@nohillary2

Top hashtags:
#smfm19
#cesarean
#queennaija
#acceta
#prolife
#fna
#cytopathology
#cytopath

Description:
Description
The graph represents a network of 5,211 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, 17 February 2019 at 23:20 UTC.

The requested start date was Sunday, 17 February 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 1-day, 2-hour, 16-minute period from Friday, 15 February 2019 at 22:43 UTC to Sunday, 17 February 2019 at 00:59 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 : 5211
Unique Edges : 5279
Edges With Duplicates : 105
Total Edges : 5384
Number of Edge Types : 3
Mentions : 5102
Replies to : 109
Tweet : 173
Self-Loops : 173
Reciprocated Vertex Pair Ratio : 0.00135344160866203
Reciprocated Edge Ratio : 0.00270322456072601
Connected Components : 218
Single-Vertex Connected Components : 102
Maximum Vertices in a Connected Component : 4396
Maximum Edges in a Connected Component : 4434
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.16453
Graph Density : 0.000190759912498697
Modularity : 0.361427
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[11] https://www.pregnancyvideo.net/video
[2] https://twitter.com/pduri/status/1096917792819834880
[2] https://www.ajog.org/article/S0002-9378(18)31084-6/fulltext
[2] https://twitter.com/kavatar510/status/1096845388424798208
[2] http://www.inhalemama.com/core-pregnancy-c-section/
[2] https://www.romper.com/p/what-happens-to-your-brain-during-a-c-section-theres-a-lot-happening-8484595
[2] https://www.pregnancyvideo.net/birth-knowledge-vaginal-birth-after-cesarean-vbac
[2] https://www.veryanxiousmommy.com/how-to-approach-sex-after-having-a-c-section-birth/
[2] https://twitter.com/TirtoID/status/1096605083075137536
[2] https://www.sciencedirect.com/science/article/pii/S1389945718304453

Top URLs in Tweet in G3:
[2] https://newslinda.com/eight-wholesome-methods-to-lose-weight-after-a-c-part-pulse-nigeria/
[2] https://www.sciencedirect.com/science/article/pii/S1389945718304453
[2] https://twitter.com/TirtoID/status/1096605083075137536
[2] http://www.inhalemama.com/core-pregnancy-c-section/
[2] https://www.romper.com/p/what-happens-to-your-brain-during-a-c-section-theres-a-lot-happening-8484595
[1] https://curiouscat.me/audreysl0ve/post/789021725?t=1550273711
[1] http://www.zusia.com/
[1] https://www.romper.com/p/13161938
[1] https://twitter.com/bakedbeauty420_/status/1096441633577619457
[1] https://www.womenshealthmag.com/health/a26134977/how-to-lose-weight-after-c-section/

Top URLs in Tweet in G4:
[1] https://em3.org.uk/foamed/15/2/2019/resus-drills

Top URLs in Tweet in G8:
[1] https://twitter.com/theladykatie/status/1096805009134518273

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[19] smfm19
[15] cesarean
[6] queennaija
[4] acceta
[3] prolife
[2] fna
[2] cytopathology
[2] cytopath
[2] ucsf
[2] labor



Top Hashtags in Tweet in G3:
[2] core
[2] postnatal
[2] healing
[1] strongwoman
[1] momlife
[1] disabilityinfo
[1] zusia
[1] democratsarecorrupt
[1] ilioinguinal_nerve
[1] fullterm

Top Hashtags in Tweet in G8:
[3] prolife

Top Words
Top Words in Tweet in Entire Graph:
[308] Words in Sentiment List#1: Positive
[9348] Words in Sentiment List#2: Negative
[4] Words in Sentiment List#3: Angry/Violent
[110767] Non-categorized Words
[120423] Total Words
[4476] baby
[4421] dimitri
[4419] driving
[4415] body
[4408] shower

Top Words in Tweet in G1:
[4178] dimitri
[4178] driving
[4177] alieen
[4177] smith
[4177] holds
[4177] lifeless
[4177] body
[4177] smiths
[4177] baby
[4177] shower

Top Words in Tweet in G2:
[214] dimitri
[213] alieen
[213] smith
[213] holds
[213] lifeless
[213] body
[213] smiths
[213] driving
[213] baby
[213] shower

Top Words in Tweet in G3:
[115] section
[112] c
[18] baby
[12] make
[12] emergency
[12] s
[11] t
[10] cesarean
[10] one
[10] 9

Top Words in Tweet in G4:
[60] resus
[60] drills
[60] finally
[60] here
[60] designed
[60] uncommon
[60] situations
[60] happen
[60] quickly
[60] need

Top Words in Tweet in G5:
[55] cesarean
[55] section
[54] themedicalshots

Top Words in Tweet in G6:
[40] arthur_affect
[31] barry
[29] life
[29] up
[27] managed
[27] successfully
[27] escape
[27] until
[27] moment
[27] died

Top Words in Tweet in G7:
[45] er
[45] sister
[45] law
[45] woke
[45] up
[45] morning
[45] 3am
[45] insanity
[45] workout
[45] hour

Top Words in Tweet in G8:
[7] s
[5] year
[5] section
[4] ivyshoots
[4] c
[3] today
[3] prolife
[3] dogmatic
[3] beliefs
[3] force

Top Words in Tweet in G9:
[2] bertjwregeer
[2] notameadow
[2] hypnogogix
[2] tyrejim
[2] jrmithdobbs
[2] paxxi
[2] sundhaug92
[2] micheinnz
[2] callum90ish
[2] yortw

Top Words in Tweet in G10:
[33] cis
[32] researching
[32] james
[32] barry
[32] hard
[32] find
[32] person
[32] misgendered
[32] disrespected
[31] samusmcqueen

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4408] baby,shower
[4407] smith,holds
[4407] holds,lifeless
[4407] lifeless,body
[4407] body,dimitri
[4406] smiths,driving
[4406] driving,baby
[4405] alieen,smith
[4404] dimitri,smiths
[4212] shower,drunk

Top Word Pairs in Tweet in G1:
[4177] alieen,smith
[4177] smith,holds
[4177] holds,lifeless
[4177] lifeless,body
[4177] body,dimitri
[4177] dimitri,smiths
[4177] smiths,driving
[4177] driving,baby
[4177] baby,shower
[4177] shower,drunk

Top Word Pairs in Tweet in G2:
[213] alieen,smith
[213] smith,holds
[213] holds,lifeless
[213] lifeless,body
[213] body,dimitri
[213] dimitri,smiths
[213] smiths,driving
[213] driving,baby
[213] baby,shower
[194] shower,illegal

Top Word Pairs in Tweet in G3:
[112] c,section
[12] emergency,c
[8] looking,swimsuit
[8] swimsuit,make
[8] make,feel
[8] feel,good
[8] good,postpartum
[8] postpartum,c
[8] section,sharing
[8] sharing,9

Top Word Pairs in Tweet in G4:
[60] resus,drills
[60] drills,finally
[60] finally,here
[60] here,designed
[60] designed,uncommon
[60] uncommon,situations
[60] situations,happen
[60] happen,quickly
[60] quickly,need
[60] need,time

Top Word Pairs in Tweet in G5:
[55] cesarean,section
[54] themedicalshots,cesarean

Top Word Pairs in Tweet in G6:
[27] barry,managed
[27] managed,successfully
[27] successfully,escape
[27] escape,up
[27] up,until
[27] until,moment
[27] moment,died
[27] died,disappeared
[27] disappeared,manhood
[27] manhood,life

Top Word Pairs in Tweet in G7:
[45] er,sister
[45] sister,law
[45] law,woke
[45] woke,up
[45] up,morning
[45] morning,3am
[45] 3am,insanity
[45] insanity,workout
[45] workout,hour
[45] hour,drove

Top Word Pairs in Tweet in G8:
[4] c,section
[3] today,prolife
[3] prolife,dogmatic
[3] dogmatic,beliefs
[3] beliefs,force
[3] force,otherwise
[3] otherwise,decent
[3] decent,people
[3] people,defend
[3] defend,9

Top Word Pairs in Tweet in G9:
[2] bertjwregeer,notameadow
[2] notameadow,hypnogogix
[2] hypnogogix,tyrejim
[2] tyrejim,jrmithdobbs
[2] jrmithdobbs,paxxi
[2] paxxi,sundhaug92
[2] sundhaug92,micheinnz
[2] micheinnz,callum90ish
[2] callum90ish,yortw
[2] yortw,marypcbuk

Top Word Pairs in Tweet in G10:
[32] researching,james
[32] james,barry
[32] barry,hard
[32] hard,find
[32] find,cis
[32] cis,person
[32] person,misgendered
[32] misgendered,disrespected
[31] samusmcqueen,researching
[31] disrespected,eve

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@tweets4maga
@jali_cat
@em3foamed
@themedicalshots
@valleyhack
@arthur_affect
@samusmcqueen
@almasthela
@pregnancy_video
@mysmfm

Top Mentioned in G1:
@tweets4maga

Top Mentioned in G2:
@jali_cat
@tweets4maga
@leaderhoyer
@senjeffmerkley

Top Mentioned in G3:
@inhalemama
@sddaghost
@gugugaga__

Top Mentioned in G4:
@em3foamed

Top Mentioned in G5:
@themedicalshots

Top Mentioned in G6:
@arthur_affect
@giyadas
@ferretjelly
@ksej
@merc_rustad
@ejlevy
@tracyxxs
@bootleggirl
@nussbaumabigail
@theredraptor

Top Mentioned in G7:
@valleyhack

Top Mentioned in G8:
@ivyshoots
@christielea
@howloften
@herterus
@wildchild69
@happywife151
@rcasonr
@mothersdream
@owlfoxvt
@teachchemjenn

Top Mentioned in G9:
@bertjwregeer
@notameadow
@hypnogogix
@tyrejim
@jrmithdobbs
@paxxi
@sundhaug92
@micheinnz
@callum90ish
@yortw

Top Mentioned in G10:
@samusmcqueen

Top Tweeters
Top Tweeters in Entire Graph:
@jim_peoples_
@slasher48
@jjauthor
@woitekj
@lovtoridemytrek
@9975ts
@9ijanews
@guardian_elite
@usalivestrong
@amyloukingery

Top Tweeters in G1:
@jim_peoples_
@jjauthor
@woitekj
@lovtoridemytrek
@9975ts
@guardian_elite
@usalivestrong
@amyloukingery
@mdlmurray
@ambinc1

Top Tweeters in G2:
@rmack2x
@tammywalt61
@jantxnc
@ekdeplorable
@laurawilsongal
@jali_cat
@bigbrothernono
@brendy438
@webb_carrie
@kferrugia

Top Tweeters in G3:
@9ijanews
@amandathientu
@gugugaga__
@lexaruiz_
@deliverydrug
@msqrd2
@kurtwvs
@warrendix3
@erotang
@twinmumanddad

Top Tweeters in G4:
@iceman_ex
@gasdoc2857
@astaines
@jim_crawfurd
@claudiamedic
@dremanescence
@em3foamed
@resuspadawan
@catrionarowland
@dangakuo

Top Tweeters in G5:
@aniya_a
@_cvryn
@siponambeezay
@yusriafnann_
@eevv18
@riizkakey
@wannouraine
@bokga
@canileiro
@sahimun

Top Tweeters in G6:
@bootleggirl
@arthur_affect
@mmaystorm
@ksej
@katiem616
@glimglamgal
@bennkeezy
@amalgamary
@colocha_rachel
@elwbeleanor

Top Tweeters in G7:
@pageman
@steashaz
@loh
@kevinrj
@yourprotagonist
@rab9604
@dj_music
@phirate
@allspaw
@valleyhack

Top Tweeters in G8:
@momsthoughts
@wildchild69
@lisawinslow
@fikemartin
@ircrc
@prolecat84
@amberbobamber
@ms_liz2
@pixelprotectors
@ppact

Top Tweeters in G9:
@marypcbuk
@ladewig
@micheinnz
@sbisson
@compuguy
@amtwo
@jrmithdobbs
@oclsc
@yortw
@sundhaug92

Top Tweeters in G10:
@trexpushups
@bigred_13
@notlasers
@matttbastard
@xarexerax
@bisuperhero
@falcc
@luxalptraum
@beigemoth
@lobster_writer


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