#DoctorsSpeakUp, Twitter, 5/26/2020 3:59:06 AM, 228275


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#DoctorsSpeakUp_2020-05-25_14-23-08.xlsx
#DoctorsSpeakUp_2020-05-25_14-23-08.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 26, 2020
Short Description:
#DoctorsSpeakUp via NodeXL https://bit.ly/2XngmX2
@lotusoak2
@thedoctors
@publicgrievanc2
@kayvonpaul
@imaindiaorg
@ruma_aggarwal
@pjmoore1958
@macbaird13
@drharshvardhan
@misandry_kills

Top hashtags:
#vaccines
#doctorsspeakup
#autism
#vaccine
#study
#vaccination

Description:
Description
The graph represents a network of 1,715 Twitter users whose tweets in the requested range contained "#DoctorsSpeakUp", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 25 May 2020 at 21:23 UTC.

The requested start date was Monday, 25 May 2020 at 00:01 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 13-day, 17-hour, 57-minute period from Monday, 11 May 2020 at 03:48 UTC to Sunday, 24 May 2020 at 21:45 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 : 1715
Unique Edges : 575
Edges With Duplicates : 4150
Total Edges : 4725
Number of Edge Types : 5
Retweet : 2012
MentionsInRetweet : 2276
Replies to : 31
Tweet : 170
Mentions : 236
Self-Loops : 219
Reciprocated Vertex Pair Ratio : 0.00558659217877095
Reciprocated Edge Ratio : 0.0111111111111111
Connected Components : 65
Single-Vertex Connected Components : 27
Maximum Vertices in a Connected Component : 1508
Maximum Edges in a Connected Component : 4349
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 2.804421
Graph Density : 0.000673581651363663
Modularity : 0.328449
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 1,715 Twitter users whose tweets in the requested range contained "#DoctorsSpeakUp", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 25 May 2020 at 21:23 UTC.

The requested start date was Monday, 25 May 2020 at 00:01 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 13-day, 17-hour, 57-minute period from Monday, 11 May 2020 at 03:48 UTC to Sunday, 24 May 2020 at 21:45 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 : #DoctorsSpeakUp
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:
[156] https://vactruth.com/2015/02/26/infant-dies-after-8-vaccines/
[52] https://thehighwire.com/why-do-vaccine-safety-studies-cut-corners/
[50] https://www.youtube.com/watch?v=zncuOv9VBxw&feature=youtu.be&t=17m52s

[41] http://www.ncbi.nlm.nih.gov/pubmed/22099159
[35] https://www.pscp.tv/w/1ynKOOMReWAKR
[30] https://www.minds.com/archive/view/689645788778733587
[30] http://pediatrics.aappublications.org/content/142/6/e20174161
[30] https://childrenshealthdefense.org/news/vaccine-injuries-ratio-one-for-every-39-vaccines-administered/
[28] https://www.pbs.org/newshour/health/medical-researchers-say-fetal-tissue-remains-essential
[27] http://www.ncbi.nlm.nih.gov/pmc/articles/PMC1116914/

Top URLs in Tweet in G1:
[152] https://vactruth.com/2015/02/26/infant-dies-after-8-vaccines/
[49] https://thehighwire.com/why-do-vaccine-safety-studies-cut-corners/
[48] https://www.youtube.com/watch?v=zncuOv9VBxw&feature=youtu.be&t=17m52s

[38] http://www.ncbi.nlm.nih.gov/pubmed/22099159
[31] https://www.pscp.tv/w/1ynKOOMReWAKR
[29] https://www.minds.com/archive/view/689645788778733587
[28] https://www.pbs.org/newshour/health/medical-researchers-say-fetal-tissue-remains-essential
[28] http://pediatrics.aappublications.org/content/142/6/e20174161
[27] http://www.ncbi.nlm.nih.gov/pmc/articles/PMC1116914/
[27] https://childrenshealthdefense.org/news/vaccine-injuries-ratio-one-for-every-39-vaccines-administered/

Top URLs in Tweet in G2:
[1] https://www.newsweek.com/putin-pays-over-100000-troll-russias-opponents-abroad-hacked-emails-reveal-869699

Top URLs in Tweet in G3:
[1] http://www.huffingtonpost.com/marcia-g-yerman/an-interview-with-dr-dian_b_405472.html

Top URLs in Tweet in G4:
[4] https://vactruth.com/2015/02/26/infant-dies-after-8-vaccines/
[2] https://childrenshealthdefense.org/news/vaccine-injuries-ratio-one-for-every-39-vaccines-administered/
[2] https://www.foreignpolicyjournal.com/2019/04/27/how-public-vaccine-policy-violates-our-right-to-informed-consent/
[2] http://pediatrics.aappublications.org/content/142/6/e20174161
[2] http://www.ncbi.nlm.nih.gov/pubmed/22099159
[1] https://www.minds.com/archive/view/689645788778733587
[1] https://www.youtube.com/watch?v=PYB62JzuiQY&feature=youtu.be

[1] https://thehighwire.com/why-do-vaccine-safety-studies-cut-corners/
[1] https://www.youtube.com/watch?v=zncuOv9VBxw&feature=youtu.be&t=17m52s

[1] http://www.huffingtonpost.com/marcia-g-yerman/an-interview-with-dr-dian_b_405472.html

Top URLs in Tweet in G6:
[1] http://soundchoice.org/scpiJournalPubHealthEpidem092014.pdf
[1] https://www.pscp.tv/w/cS_yZDFETEVCeU1Xb01takp8MU93R1dRRHZreXF4UU1nIxgOXuTsD57rzFyNIqt2B69dsMsKWfgqr0nMLuMG
[1] https://gizmodo.com/who-accused-of-conducting-vaccine-trial-without-partici-1841939166
[1] https://www.newsweek.com/doctors-speak-twitter-trend-anti-vaxxers-vaccine-hashtag-1490692
[1] https://www.youtube.com/watch?v=1TbvX3Dssio&feature=em-uploademail

[1] http://vaccineimpact.com/wp-content/uploads/sites/5/2016/11/DissolvingIllusions-Polio.pdf

Top URLs in Tweet in G8:
[1] https://twitter.com/Archangels007/status/1258942394688552962
[1] https://twitter.com/realDonaldTrump/status/1262020427582451717
[1] https://twitter.com/2021_free/status/1262238894336159744
[1] https://twitter.com/eugenegu/status/1262166028374536192
[1] https://twitter.com/LotusOak2/status/1262065265640116227
[1] https://twitter.com/99freemind/status/1262338207825498114
[1] https://twitter.com/LotusOak2
[1] https://twitter.com/MazinBasim/status/1262496376891625479
[1] https://twitter.com/annapodolanczuk/status/1262820063045799937
[1] https://www.shorturl.at/ainvD

Top URLs in Tweet in G9:
[1] https://www.bitchute.com/video/1RAAGIgNLeJU/
[1] https://thehighwire.com/why-do-vaccine-safety-studies-cut-corners/
[1] https://www.theguardian.com/commentisfree/2019/nov/07/firehosing-the-systemic-strategy-that-anti-vaxxers-are-using-to-spread-misinformation

Top URLs in Tweet in G10:
[1] https://www.google.com/amp/s/www.nytimes.com/2020/03/10/health/vaccines-protest-doctors.amp.html

Top Domains
Top Domains in Tweet in Entire Graph:
[156] vactruth.com
[98] youtube.com
[90] nih.gov
[52] thehighwire.com
[49] twitter.com
[46] aappublications.org
[36] pscp.tv
[33] childrenshealthdefense.org
[30] minds.com
[28] pbs.org

Top Domains in Tweet in G1:
[152] vactruth.com
[82] nih.gov
[69] youtube.com
[49] thehighwire.com
[44] aappublications.org
[31] pscp.tv
[29] childrenshealthdefense.org
[29] minds.com
[28] pbs.org
[24] circleofdocs.com

Top Domains in Tweet in G2:
[1] newsweek.com

Top Domains in Tweet in G3:
[1] huffingtonpost.com

Top Domains in Tweet in G4:
[4] vactruth.com
[3] childrenshealthdefense.org
[3] nih.gov
[2] youtube.com
[2] foreignpolicyjournal.com
[2] aappublications.org
[1] minds.com
[1] thehighwire.com
[1] huffingtonpost.com
[1] jennifermargulis.net

Top Domains in Tweet in G6:
[1] soundchoice.org
[1] pscp.tv
[1] gizmodo.com
[1] newsweek.com
[1] youtube.com
[1] vaccineimpact.com

Top Domains in Tweet in G8:
[14] twitter.com
[1] shorturl.at
[1] facebook.com
[1] wsj.com
[1] youtube.com
[1] nih.gov

Top Domains in Tweet in G9:
[1] bitchute.com
[1] thehighwire.com
[1] theguardian.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[629] vaccines
[582] doctorsspeakup
[280] autism
[262] vaccine
[224] study
[150] vaccination
[149] aluminum
[130] coronavirus
[120] flu
[111] learntherisk



Top Hashtags in Tweet in G1:
[587] vaccines
[306] doctorsspeakup
[259] autism
[236] vaccine
[212] study
[145] vaccination
[114] flu
[104] learntherisk
[103] aluminum
[94] flushot

Top Hashtags in Tweet in G2:
[1] womenshealth
[1] fbi
[1] veterans
[1] law
[1] usmc
[1] doctorsspeakup

Top Hashtags in Tweet in G3:
[1] doctorsspeakup
[1] coronavirushoax
[1] hpv
[1] gardasil
[1] vaccine

Top Hashtags in Tweet in G4:
[39] aluminum
[17] doctorsspeakup
[15] vaccines
[11] vaccine
[7] autism
[6] study
[5] newyork
[4] vaccination
[3] flu
[3] hepb

Top Hashtags in Tweet in G5:
[29] doctorsspeakup
[29] covid
[27] covidwarriors
[26] covid19
[26] menscommission
[26] purushaayog
[26] ministryformen
[2] coronavirus
[2] coronawarriorsindia
[1] indianmen

Top Hashtags in Tweet in G6:
[39] doctorsspeakup
[6] vaccines
[3] coronavirus
[3] nursesspeakup
[2] autism
[2] flushot
[2] flu
[2] vaccine
[2] msm
[2] vaxxed

Top Hashtags in Tweet in G7:
[1] doctorsspeakup
[1] doctorscadre
[1] psmcadre
[1] publichealthmatters
[1] publichealthprofessionalsforum

Top Hashtags in Tweet in G8:
[31] doctorsspeakup
[3] coronavirus
[2] vaccines
[2] pandemic
[2] nursestrong
[2] vaccineswork
[1] thegovernmentisalie
[1] nomasks
[1] freethepeople
[1] constitutionalrights

Top Hashtags in Tweet in G9:
[6] doctorsspeakup
[3] vaccine
[2] vaccines
[1] vaccineswork
[1] nursesspeakup
[1] epidemiologistsspeakup

Top Hashtags in Tweet in G10:
[8] dunningkruger
[6] doctorsspeakup
[6] vaccinessavelives
[3] vaccineswork
[2] vaccines
[1] publichealth
[1] medtwitter
[1] publichealthtwitter
[1] medicaltwitter
[1] nursetwitter

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[1693] lotusoak2
[591] dr
[587] #vaccines
[364] md
[306] #doctorsspeakup
[298] vaccines
[259] #autism
[236] #vaccine
[217] vaccine
[212] #study

Top Words in Tweet in G2:
[7] agavecorn
[7] mtnmd
[6] dallasrbaird
[6] markie_kmarky8
[6] pattikimble
[6] trishbeme
[6] robyn_chercrew
[6] swags_d17
[6] janforney1
[5] restlessnews

Top Words in Tweet in G3:
[2] kathmarval
[2] ianfmusgrave
[2] macbaird13
[2] krebiozen
[2] flitesurgn
[2] beckyjohnson222
[2] organicdot
[2] bluffkinghal
[2] chrisjohnsonmd

Top Words in Tweet in G4:
[91] lotusoak2
[45] vaccine
[39] #aluminum
[38] newborns
[36] study
[35] delbigtree
[35] research
[35] cdc
[34] ican
[34] founder

Top Words in Tweet in G5:
[29] #doctorsspeakup
[29] #covid
[27] #covidwarriors
[26] #covid19
[26] #menscommission
[26] #purushaayog
[26] #ministryformen
[26] raise
[26] issues
[25] misandry_kills

Top Words in Tweet in G6:
[39] #doctorsspeakup
[24] trust
[22] safe
[20] bc
[20] paid
[20] corrupt
[20] industry
[20] products
[20] promoting
[19] drtessat

Top Words in Tweet in G7:
[10] drlal2010
[10] dr_uditraj
[10] drramlal
[10] drsampatnagar
[10] amariyanitin
[10] imaindiaorg
[10] residentdoctors
[10] interndoctors
[9] publicgrievanc2
[9] zeerajasth

Top Words in Tweet in G8:
[31] #doctorsspeakup
[4] kill
[4] children
[4] doctors
[4] health
[4] let's
[3] #coronavirus
[3] vaccine
[3] kids
[3] keep

Top Words in Tweet in G9:
[32] yrs
[20] dfreedman7
[18] training
[16] med
[16] school
[16] peds
[16] neuro
[16] yr
[16] epilepsy
[16] never

Top Words in Tweet in G10:
[10] know
[8] rachelalter007
[8] first
[8] year
[8] med
[8] school
[8] class
[8] schedule
[8] still
[8] think

Top Word Pairs
Top Word Pairs in Tweet in G2:
[269] dallasrbaird,markie_kmarky8
[163] markie_kmarky8,pattikimble
[153] pattikimble,trishbeme
[153] trishbeme,agavecorn
[153] agavecorn,robyn_chercrew
[153] robyn_chercrew,swags_d17
[153] swags_d17,janforney1
[153] janforney1,mtnmd
[153] restlessnews,dallasrbaird
[153] mtnmd,davidjame

Top Word Pairs in Tweet in G3:
[6] kathmarval,ianfmusgrave
[6] ianfmusgrave,macbaird13
[6] macbaird13,krebiozen
[6] krebiozen,flitesurgn
[6] flitesurgn,beckyjohnson222
[6] beckyjohnson222,organicdot
[6] organicdot,bluffkinghal
[6] bluffkinghal,chrisjohnsonmd

Top Word Pairs in Tweet in G4:
[2] lotusoak2,ican
[2] ican,founder
[2] founder,delbigtree
[2] delbigtree,research
[2] research,study
[2] study,shows
[2] shows,cdc
[2] cdc,vaccine
[] vaccine,schedule
[] schedule,causes

Top Word Pairs in Tweet in G5:
[34] #doctorsspeakup,#covidwarriors
[34] #covidwarriors,#covid19
[34] #covid19,#covid
[34] #covid,#menscommission
[34] #menscommission,#purushaayog
[34] #purushaayog,#ministryformen
[34] #ministryformen,raise
[34] raise,issues
[34] misandry_kills,#doctorsspeakup
[34] issues,#in

Top Word Pairs in Tweet in G6:
[26] #doctorsspeakup,bc
[26] bc,paid
[26] paid,corrupt
[26] corrupt,industry
[26] industry,trust
[26] trust,products
[26] products,promoting
[26] promoting,safe
[25] drtessat,#doctorsspeakup
[25] piercing,skin

Top Word Pairs in Tweet in G7:
[20] drlal2010,dr_uditraj
[20] dr_uditraj,drramlal
[20] drramlal,drsampatnagar
[20] drsampatnagar,amariyanitin
[20] amariyanitin,imaindiaorg
[20] imaindiaorg,residentdoctors
[20] residentdoctors,interndoctors
[20] publicgrievanc2,drlal2010
[19] interndoctors,zeerajasth

Top Word Pairs in Tweet in G8:
[10] #doctorsspeakup,#vaccines
[10] #vaccines,harm
[10] harm,kill
[10] kill,children
[10] #pandemic,#doctorsspeakup
[10] #doctorsspeakup,#nursestrong
[10] alarmed,appears
[9] appears,lack
[9] lack,consideration
[] consideration,future

Top Word Pairs in Tweet in G9:
[2] yrs,med
[2] med,school
[2] school,yrs
[2] yrs,peds
[2] peds,neuro
[2] neuro,yr
[2] yr,epilepsy
[2] epilepsy,training
[2] training,never
[2] never,seen

Top Word Pairs in Tweet in G10:
[16] first,year
[16] year,med
[16] med,school
[16] school,class
[16] class,schedule
[16] schedule,still
[16] still,think
[16] think,know
[16] know,more
[16] more,doctors

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@lotusoak2
@thedoctors
@delbigtree
@misandry_kills
@drtessat
@dfreedman7
@imaindiaorg
@dr_uditraj
@drramlal
@drsampatnagar

Top Mentioned in G1:
@lotusoak2
@thedoctors
@icandecide
@delbigtree

Top Mentioned in G2:
@markie_kmarky8
@pattikimble
@trishbeme
@agavecorn
@robyn_chercrew
@swags_d17
@janforney1
@mtnmd
@restlessnews
@dallasrbaird

Top Mentioned in G3:
@ianfmusgrave
@macbaird13
@krebiozen
@flitesurgn
@beckyjohnson222
@organicdot
@bluffkinghal
@chrisjohnsonmd
@tinfoilawards
@100dianne

Top Mentioned in G4:
@lotusoak2
@delbigtree
@thedoctors
@justthenews
@picphysicians
@childrenshd
@busydrt
@qteam1776
@pmcsupertuners
@richardgrenell

Top Mentioned in G5:
@misandry_kills
@mohfw_india
@drharshvardhan
@arvindkejriwal
@madhukishwar
@shefvaidya
@smritiirani
@bbc
@drmonika_langeh
@moayush

Top Mentioned in G6:
@drtessat
@lotusoak2
@highwiretalk
@angelikastalman
@ameracadpeds
@ritamollerpalma
@lifebiomedguru
@generationvax
@kimrossi1111
@collchris

Top Mentioned in G7:
@dr_uditraj
@drramlal
@drsampatnagar
@amariyanitin
@imaindiaorg
@residentdoctors
@interndoctors
@publicgrievanc2
@drlal2010

Top Mentioned in G8:
@cheechamcarrie
@karen2574
@faithr8s
@autismepi

Top Mentioned in G9:
@dfreedman7
@geauxforgrace
@monstatofu
@lotusoak2
@crabb_vicki

Top Mentioned in G10:
@rachelalter007
@shotsheard
@drtoddwo
@nicoleb_md
@kidspluspgh
@mursebigford
@zdoggmd

Top Tweeters
Top Tweeters in Entire Graph:
@cherokeesher2
@twitlertwit
@billm9
@miltonespinozaf
@iscoseu
@porridgeisgood
@wildwillow65
@iam__network
@tammywalt61
@organic2016

Top Tweeters in G1:
@twitlertwit
@billm9
@miltonespinozaf
@porridgeisgood
@tammywalt61
@organic2016
@connnutmeg
@dsdr2011
@combatsespoir
@peterpyke

Top Tweeters in G2:
@cherokeesher2
@wildwillow65
@marykeithbare1
@gallaecian
@co_rapunzel4
@mooncatadams
@dallasrbaird
@citizensfedup
@agavecorn
@kathies01

Top Tweeters in G3:
@_mamadeb
@beckyjohnson222
@rome_fell
@nosciencedenial
@monstercoyliar
@frankdelia7
@plasticdoe
@carlsmythe
@geoffschuler
@ktibus

Top Tweeters in G4:
@carolynyadayada
@goldwaterkid65
@svagdis
@eclectelectric
@jonflombee
@mazymmary
@bellhappe
@flatplanejayne
@jbugsym
@thinkingintime

Top Tweeters in G5:
@the_hindu
@himanshu0070070
@vijaykantmotir2
@struggle4_truth
@vikramarora20
@shefvaidya
@drmonika_langeh
@raghunathng
@rajngc
@anthonydesusa

Top Tweeters in G6:
@usashopper
@jolady42
@cwright1500
@atmelsdiner
@juanitajosefi
@pjmoore1958
@collchris
@gorgousgeorg
@maryamhenein
@kimrossi1111

Top Tweeters in G7:
@zeerajasthan_
@1stindianews
@commun_it
@mttvindia
@bhatirazzaq
@ashokgehlot51
@dr_uditraj
@drcpjoshi
@residentdoctors
@drlal2010

Top Tweeters in G8:
@iam__network
@faithr8s
@owllove34
@autismepi
@ayeitzash
@bala_bodi
@ut_eagle_forum
@tjosonnenberg
@chuckie_t
@saywhaaat16

Top Tweeters in G9:
@just4thecause
@awithonelison
@mcfunny
@sherylnotes
@trutherdolly
@dianabrickell
@eliz_bonner
@crabb_vicki
@dfreedman7
@jstacyadams

Top Tweeters in G10:
@doritmi
@ajenable
@lloyd_frombriz
@drdeb_dvm
@handmadekathy
@drtoddwo
@zdoggmd
@shininglghtpe
@rachelalter007
@falconi_md