cesarean OR c-section, Twitter, 2/15/2020 7:49:58 AM, 221196


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cesarean OR c-section_2020-02-14_21-01-26.xlsx
cesarean OR c-section_2020-02-14_21-01-26.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 15, 2020
Short Description:
cesarean OR c-section via NodeXL http://bit.ly/2vwpVZM
@themedicaivideo
@psychologydoc
@medicalstalk
@naoblac
@hafsaahk_
@riyel_
@gwen_fausto
@drniggaa
@xobiussv2
@thebombdotcomxo

Top hashtags:
#cesarean
#limpopo
#obanes
#pregnancy
#depression
#surrogacydiaries
#ppd

Description:
Description
The graph represents a network of 5,607 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, 15 February 2020 at 05:03 UTC.

The requested start date was Saturday, 15 February 2020 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 3-day, 4-hour, 22-minute period from Tuesday, 11 February 2020 at 15:04 UTC to Friday, 14 February 2020 at 19:26 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 : 5607
Unique Edges : 5423
Edges With Duplicates : 226
Total Edges : 5649
Number of Edge Types : 4
MentionsInRetweet : 4051
Tweet : 523
Replies to : 506
Mentions : 569
Self-Loops : 523
Reciprocated Vertex Pair Ratio : 0.0070281124497992
Reciprocated Edge Ratio : 0.0139581256231306
Connected Components : 801
Single-Vertex Connected Components : 374
Maximum Vertices in a Connected Component : 2801
Maximum Edges in a Connected Component : 2810
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.424404
Graph Density : 0.000159546502349358
Modularity : 0.819497
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 5,607 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, 15 February 2020 at 05:03 UTC.

The requested start date was Saturday, 15 February 2020 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 3-day, 4-hour, 22-minute period from Tuesday, 11 February 2020 at 15:04 UTC to Friday, 14 February 2020 at 19:26 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:
[33] https://twitter.com/psychologydoc/status/1137124020061704196
[7] https://twitter.com/washingtonpost/status/1227424876937519104
[5] https://www.cnn.com/2020/02/08/health/general-anesthesia-cesarean-postpartum-wellness-trnd/index.html
[4] https://twitter.com/kingkhxlid/status/1227963001279516675
[4] https://twitter.com/PsychologyDoc/status/1137124020061704196
[4] https://twitter.com/themedicaivideo/status/1227200084397449216
[3] https://journals.lww.com/greenjournal/Fulltext/2020/02000/Operative_Technique_and_Experience_of_One_Referral.21.aspx
[3] https://www.devdiscourse.com/article/health/720639-impatience-and-intolerance-among-pregnant-women-also-adding-to-cesarean-delivery
[3] https://www.devdiscourse.com/article/health/716629-i-was-prepared-for-c-section-but-taken-for-normal-delivery-prof-ipshita-bansal
[3] https://twitter.com/mamaxmox/status/1227752214724255748

Top URLs in Tweet in G4:
[30] https://twitter.com/psychologydoc/status/1137124020061704196
[7] https://twitter.com/washingtonpost/status/1227424876937519104
[4] https://twitter.com/themedicaivideo/status/1227200084397449216
[4] https://twitter.com/kingkhxlid/status/1227963001279516675
[3] https://gobnewsonline.com/2020/02/11/phil-nevilles-wife-julie-reveals-he-went-to-football-training-during-emergency-c-section/
[3] https://twitter.com/themedicaivideo/status/1226895987488092163
[3] https://twitter.com/PsychologyDoc/status/1137124020061704196
[2] http://rss.cnn.com/~r/rss/cnn_health/~3/Gpb59kKDR18/index.html
[2] https://www.colorado.edu/today/2020/01/29/us-birth-weights-drop-due-rise-cesarean-births-inductions
[2] https://michvma.org/small-animal-series-seminars

Top URLs in Tweet in G5:
[1] https://twitter.com/drniggaa/status/1227704892212621318

Top URLs in Tweet in G6:
[1] https://twitter.com/TheBombDotcomXO/status/1094323299092480002

Top URLs in Tweet in G8:
[3] https://www.rcoa.ac.uk/news/rcoa-response-exposure-general-anesthesia-cesarean-delivery-odds-severe-postpartum-depression
[2] https://www.cnn.com/2020/02/08/health/general-anesthesia-cesarean-postpartum-wellness-trnd/index.html
[1] https://journals.lww.com/anesthesia-analgesia/Abstract/publishahead/Exposure_to_General_Anesthesia_for_Cesarean.95799.aspx
[1] https://twitter.com/CarloPancaro/status/1227296448775106561
[1] https://www.sciencedirect.com/science/article/pii/S0959289X20300261
[1] https://www.obstetanesthesia.com/article/S0959-289X(20)30026-1/fulltext?dgcid=raven_jbs_aip_email
[1] https://www.obstetanesthesia.com/article/S0959-289X(19)30014-7/fulltext?dgcid=raven_jbs_etoc_email&linkId=81733304
[1] https://twitter.com/saaog_org/status/1227336814484230146

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[31] cesarean
[28] limpopo
[16] obanes
[15] pregnancy
[15] depression
[14] surrogacydiaries
[13] ppd
[9] accreta
[9] meded
[9] mfm



Top Hashtags in Tweet in G4:
[5] pregnancy
[4] birthdiaries
[4] csection
[3] anesthesia
[3] surgery
[3] c
[2] momlife
[2] patients
[2] cesarean
[2] depression

Top Hashtags in Tweet in G8:
[29] cesarean
[16] obanes
[13] depression
[13] ppd
[9] accreta
[9] meded
[9] mfm
[3] smfm20
[3] maternalhealth
[2] wintercongress2020

Top Words
Top Words in Tweet in Entire Graph:
[1160] Words in Sentiment List#1: Positive
[1561] Words in Sentiment List#2: Negative
[21] Words in Sentiment List#3: Angry/Violent
[74707] Non-categorized Words
[77428] Total Words
[5737] section
[1976] cesarean
[1601] video
[1576] model
[1222] procedure

Top Words in Tweet in G1:
[2427] section
[1214] psychologydoc
[1212] caesarean
[1212] procedure
[2] arithedon
[2] worst
[2] fear
[2] getting
[2] preggers
[2] being

Top Words in Tweet in G2:
[1202] section
[1196] themedicaivideo
[1196] cesarean
[1195] model
[1195] video
[2] psychologydoc
[2] caesarean
[2] procedure
[2] check
[2] those

Top Words in Tweet in G3:
[380] model
[380] video
[380] cesarean
[380] section
[377] medicalstalk
[2] themedicaivideo

Top Words in Tweet in G4:
[358] section
[72] cesarean
[71] baby
[51] birth
[35] emergency
[35] having
[33] delivery
[33] more
[28] mom
[27] scar

Top Words in Tweet in G5:
[676] nggas
[339] section
[338] horniest
[338] people
[338] born
[338] ain
[338] never
[338] pussy
[337] drniggaa

Top Words in Tweet in G6:
[388] ve
[194] update
[194] today
[194] makes
[194] year
[194] nurse
[194] bag
[194] assisted
[194] 109
[194] childbirths

Top Words in Tweet in G7:
[100] section
[97] lick
[97] scar
[97] whisper
[97] love
[97] little
[97] ziplock
[97] bag
[96] xobiussv2
[6] nggas

Top Words in Tweet in G8:
[55] general
[33] rcoanews
[33] anaesthesia
[33] used
[33] traumatic
[32] baby's
[32] life
[32] imminently
[32] risk
[32] such

Top Words in Tweet in G9:
[77] wife
[77] section
[77] well
[76] gatesrobertj
[76] prayer
[76] warriors
[76] going
[76] emergency
[76] boy
[76] use

Top Words in Tweet in G10:
[42] section
[35] washingtonpost
[17] hours
[14] stay
[13] hospital
[10] home
[10] days
[9] birth
[8] go
[8] 24

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1617] cesarean,section
[1575] model,video
[1575] video,cesarean
[1220] section,section
[1217] caesarean,section
[1216] section,procedure
[1215] psychologydoc,caesarean
[1196] themedicaivideo,model
[411] born,section
[389] people,born

Top Word Pairs in Tweet in G1:
[1212] caesarean,section
[1212] section,section
[1212] section,procedure
[1211] psychologydoc,caesarean
[2] psychologydoc,arithedon
[2] arithedon,worst
[2] worst,fear
[2] fear,getting
[2] getting,preggers
[2] preggers,being

Top Word Pairs in Tweet in G2:
[1195] model,video
[1195] video,cesarean
[1195] cesarean,section
[1194] themedicaivideo,model
[2] psychologydoc,caesarean
[2] caesarean,section
[2] section,section
[2] section,procedure
[2] check,those
[2] those,little

Top Word Pairs in Tweet in G3:
[380] model,video
[380] video,cesarean
[380] cesarean,section
[377] medicalstalk,model
[2] themedicaivideo,model

Top Word Pairs in Tweet in G4:
[30] emergency,section
[20] cesarean,section
[15] section,scar
[14] having,section
[11] cesarean,delivery
[11] section,baby
[9] postpartum,depression
[9] born,section
[7] wife,julie
[7] general,anesthesia

Top Word Pairs in Tweet in G5:
[338] horniest,nggas
[338] nggas,people
[338] people,born
[338] born,section
[338] section,nggas
[338] nggas,ain
[338] ain,never
[338] never,pussy
[337] drniggaa,horniest

Top Word Pairs in Tweet in G6:
[194] update,today
[194] today,makes
[194] makes,year
[194] year,ve
[194] ve,nurse
[194] nurse,bag
[194] bag,ve
[194] ve,assisted
[194] assisted,109
[194] 109,childbirths

Top Word Pairs in Tweet in G7:
[97] lick,section
[97] section,scar
[97] scar,whisper
[97] whisper,love
[97] love,little
[97] little,ziplock
[97] ziplock,bag
[96] xobiussv2,lick
[3] drniggaa,horniest
[3] horniest,nggas

Top Word Pairs in Tweet in G8:
[33] general,anaesthesia
[32] anaesthesia,used
[32] used,baby's
[32] baby's,life
[32] life,imminently
[32] imminently,risk
[32] risk,such
[32] such,traumatic
[32] traumatic,births
[32] births,lead

Top Word Pairs in Tweet in G9:
[76] prayer,warriors
[76] warriors,wife
[76] wife,going
[76] going,emergency
[76] emergency,section
[76] section,boy
[76] boy,use
[76] use,well
[76] well,wishes
[75] gatesrobertj,prayer

Top Word Pairs in Tweet in G10:
[6] unless,section
[6] 24,hours
[5] 48,hours
[5] go,home
[4] hours,uncomplicated
[3] 96,hours
[3] stay,hospital
[3] vaginal,birth
[3] emergency,section
[3] washingtonpost,section

Top Replied-To
Top Replied-To in Entire Graph:
@dloesch
@washingtonpost
@marlenastell
@gennhutchison
@matthew71925909
@rednationrising
@_yuuthevampire_
@dswhisperer2
@enkufka
@1a

Top Replied-To in G1:
@psychologydoc

Top Replied-To in G2:
@papotatoe
@themedicaivideo

Top Replied-To in G8:
@sunny_tumber
@ron_george
@emilysharpe
@aljabut
@summer78503898

Top Replied-To in G9:
@gatesrobertj

Top Replied-To in G10:
@washingtonpost
@dswhisperer2
@trinko
@lannatexasgal
@jess_hart33
@dragonempress4
@cdsfrog
@ummmmichelle
@lavenderdaze10
@maryshuger

Top Mentioned
Top Mentioned in Entire Graph:
@psychologydoc
@themedicaivideo
@medicalstalk
@drniggaa
@thebombdotcomxo
@xobiussv2
@gatesrobertj
@rcoanews
@gennhutchison
@shiburyder

Top Mentioned in G1:
@psychologydoc
@arithedon
@esmexathena
@g0chez_

Top Mentioned in G2:
@themedicaivideo
@psychologydoc

Top Mentioned in G3:
@medicalstalk
@themedicaivideo

Top Mentioned in G4:
@theafricamentor
@llih_uganda

Top Mentioned in G5:
@drniggaa

Top Mentioned in G6:
@thebombdotcomxo

Top Mentioned in G7:
@xobiussv2
@drniggaa

Top Mentioned in G8:
@rcoanews
@ron_george
@jeremyguemd
@emilysharpe
@cnn
@mysmfm
@obsleepmerchant
@oaainfo
@ijoa_journal

Top Mentioned in G9:
@gatesrobertj

Top Mentioned in G10:
@washingtonpost
@amyklobuchar
@mallorytq
@sbalist
@slqmona18
@nickjmatzke
@bethlynch2020
@dannybowen
@trumphaters7
@meghanmccain

Top Tweeters
Top Tweeters in Entire Graph:
@womanfeeds
@leratomannya
@thepoliticalcat
@life_sciences_
@eurekamag
@caroolgomez017
@luqmannyamiin
@sabcnewsonline
@organic2016
@patricklee6669

Top Tweeters in G1:
@iam_tomilade
@missify_
@bruchagher
@bxbyboi74
@kenzo_nsana
@anntoh__
@culiraj
@miss_patriciah
@sherramusaaa
@_ikenna_

Top Tweeters in G2:
@caroolgomez017
@luqmannyamiin
@jamezayn
@flockadoumbia
@_lauroooo
@bootytrvp_
@q113_q213
@pmlegend
@mvf2008
@iweld15

Top Tweeters in G3:
@cancercurenow
@rather_un1que
@cqhndrxx
@mamimeduu
@carlsl
@b_lowwwwww
@mfnpdub
@wallygummz
@cycl4ne
@chelspapi_

Top Tweeters in G4:
@leratomannya
@beastlywretch
@iii_means_free
@huffpostuk
@cheriflavour
@popsugar
@timesofnewshub
@contwixt
@uberfactsebooks
@hnvance40

Top Tweeters in G5:
@dennisthebased
@16lennyn
@jesusplayeddead
@_ynielus
@_kawaiikiller
@s__oni
@_mrstokes_
@deplenish
@therealsarango
@itzelgdg

Top Tweeters in G6:
@hollywoodzur
@thetonikelani
@im_delaperriere
@tiaranicole93_
@miilk_nhoneyy
@teetwice_
@omg_itsgir
@shanaydeloris
@k_thegreatest96
@ay0oab_

Top Tweeters in G7:
@jujubajapanties
@xomarcelo
@totsoverthots
@matinauov69
@mickeydeeb
@roylopez808
@trinier1999
@connerawells
@ally_farmer
@xwhitechocoiate

Top Tweeters in G8:
@natricer
@cnn
@drpaulmorgan
@ron_george
@cihan390
@mysmfm
@medwaynhsft_hr
@venetiasb
@pkakodkar001
@emilysharpe

Top Tweeters in G9:
@organic2016
@elizakbyrd
@d_roneal
@mdavidmorris2
@karenre83431645
@naplesrocks
@kmiele1
@mariasmb01
@zarnie50
@deelilacs

Top Tweeters in G10:
@washingtonpost
@lannatexasgal
@herfarm
@bethlynch2020
@laviniahilltopp
@louiege51467728
@valkheadley
@chriscuomo
@curtishouck
@luckylaurie2