#DoctorsSpeakUp, Twitter, 9/21/2020 11:19:08 PM, 235639


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#DoctorsSpeakUp_2020-09-21_15-59-55.xlsx
#DoctorsSpeakUp_2020-09-21_15-59-55.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 21, 2020
Short Description:
#DoctorsSpeakUp via NodeXL https://bit.ly/3hLRnVG
@lotusoak2
@drtessat
@sheenaparish
@briangpowell
@summerbreeze712
@cindyzwaduk
@maggiej65012472
@discangirl
@steph4freedom
@menabster

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

Description:
Description
The graph represents a network of 1,134 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, 21 September 2020 at 23:01 UTC.

The requested start date was Monday, 21 September 2020 at 00:01 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 13-day, 16-hour, 49-minute period from Monday, 07 September 2020 at 00:35 UTC to Sunday, 20 September 2020 at 17:25 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 : 1134
Unique Edges : 128
Edges With Duplicates : 3071
Total Edges : 3199
Number of Edge Types : 5
Retweet : 1525
MentionsInRetweet : 1503
Mentions : 59
Tweet : 104
Replies to : 8
Self-Loops : 170
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 33
Single-Vertex Connected Components : 11
Maximum Vertices in a Connected Component : 1017
Maximum Edges in a Connected Component : 3056
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.075126
Graph Density : 0.000889617394471763
Modularity : 0.258445
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 1,134 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, 21 September 2020 at 23:01 UTC.

The requested start date was Monday, 21 September 2020 at 00:01 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 13-day, 16-hour, 49-minute period from Monday, 07 September 2020 at 00:35 UTC to Sunday, 20 September 2020 at 17:25 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:
[108] https://www.foreignpolicyjournal.com/2019/04/27/how-public-vaccine-policy-violates-our-right-to-informed-consent/
[81] https://vactruth.com/2015/02/26/infant-dies-after-8-vaccines/
[73] http://www.soundchoice.org/scpiJournalPubHealthEpidem092014.pdf
[71] https://www.pbs.org/newshour/health/medical-researchers-say-fetal-tissue-remains-essential
[68] http://www.circleofdocs.com/harvard-trained-immunologist-demolishes-california-legislation-that-terminates-vaccine-exemptions/
[41] https://www.cdc.gov/mmwr/volumes/67/wr/mm6742a4.htm
[35] https://vaccineimpact.com/2019/unvaccinated-population-called-upon-to-participate-in-vaccinated-versus-unvaccinated-legal-study/
[26] https://www.greenmedinfo.com/blog/vaccine-safety-commission-50-studies-aap-failed-send-president-trump
[26] https://www.youtube.com/watch?v=hpthai6z_mw

[25] https://www.youtube.com/watch?v=PYB62JzuiQY&feature=youtu.be


Top URLs in Tweet in G1:
[93] https://www.foreignpolicyjournal.com/2019/04/27/how-public-vaccine-policy-violates-our-right-to-informed-consent/
[74] https://vactruth.com/2015/02/26/infant-dies-after-8-vaccines/
[69] https://www.pbs.org/newshour/health/medical-researchers-say-fetal-tissue-remains-essential
[68] http://www.soundchoice.org/scpiJournalPubHealthEpidem092014.pdf
[65] http://www.circleofdocs.com/harvard-trained-immunologist-demolishes-california-legislation-that-terminates-vaccine-exemptions/
[40] https://www.cdc.gov/mmwr/volumes/67/wr/mm6742a4.htm
[32] https://vaccineimpact.com/2019/unvaccinated-population-called-upon-to-participate-in-vaccinated-versus-unvaccinated-legal-study/
[25] https://www.youtube.com/watch?v=hpthai6z_mw

[23] https://www.greenmedinfo.com/blog/vaccine-safety-commission-50-studies-aap-failed-send-president-trump
[22] https://www.youtube.com/watch?v=PYB62JzuiQY&feature=youtu.be


Top URLs in Tweet in G3:
[14] https://www.foreignpolicyjournal.com/2019/04/27/how-public-vaccine-policy-violates-our-right-to-informed-consent/
[2] http://www.soundchoice.org/scpiJournalPubHealthEpidem092014.pdf
[2] http://www.circleofdocs.com/harvard-trained-immunologist-demolishes-california-legislation-that-terminates-vaccine-exemptions/
[2] https://www.greenmedinfo.com/blog/vaccine-safety-commission-50-studies-aap-failed-send-president-trump
[1] https://www.youtube.com/watch?v=PYB62JzuiQY&feature=youtu.be

[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3404712/
[1] https://abcnews.go.com/Health/Healthday/story?id=7629832&page=1
[1] https://www.cdc.gov/mmwr/volumes/67/wr/mm6742a4.htm
[1] https://vaccineimpact.com/2019/unvaccinated-population-called-upon-to-participate-in-vaccinated-versus-unvaccinated-legal-study/
[1] https://twitter.com/LotusOak2/status/1301200972069433346

Top URLs in Tweet in G4:
[2] https://www.facebook.com/107367532680105/posts/cancer-causing-protein-in-vaccines-depthere-are-more-details-on-the-ongoing-stor/927794483970735/
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4718337
[1] https://twitter.com/fionamflanagan1/status/1306859202946756609
[1] https://twitter.com/digwarrior4kids/status/1303801702735392769
[1] https://twitter.com/leahbutlersmith/status/1303789472765612032
[1] https://twitter.com/szaszshara/status/1304004913836552195
[1] https://twitter.com/jomickane/status/1305582659993776130
[1] https://twitter.com/drsimonegold/status/1288261549103226880
[1] https://www.foreignpolicyjournal.com/2019/04/27/how-public-vaccine-policy-violates-our-right-to-informed-consent/

Top URLs in Tweet in G5:
[2] http://www.soundchoice.org/scpiJournalPubHealthEpidem092014.pdf
[2] https://vactruth.com/2015/02/26/infant-dies-after-8-vaccines/
[2] https://www.pbs.org/newshour/health/medical-researchers-say-fetal-tissue-remains-essential
[2] https://www.youtube.com/watch?v=PYB62JzuiQY&feature=youtu.be

[2] https://vaccineimpact.com/2019/unvaccinated-population-called-upon-to-participate-in-vaccinated-versus-unvaccinated-legal-study/
[1] https://childrenshealthdefense.org/news/vaccine-injuries-ratio-one-for-every-39-vaccines-administered/
[1] http://www.circleofdocs.com/harvard-trained-immunologist-demolishes-california-legislation-that-terminates-vaccine-exemptions/
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1116914/
[1] https://www.youtube.com/watch?v=hpthai6z_mw

[1] https://www.greenmedinfo.com/blog/vaccine-safety-commission-50-studies-aap-failed-send-president-trump

Top URLs in Tweet in G7:
[1] https://twitter.com/reviewernumber9/status/1305405381624164354

Top URLs in Tweet in G8:
[1] https://latribunadelpaisvasco.com/art/13731/centenares-de-medicos-y-profesionales-de-la-salud-de-todo-el-mundo-firman-un-comunicado-alertando-de-que-el-covid-19-es-la-mayor-estafa-sanitaria-del-siglo-xxi
[1] https://twitter.com/lifebiomedguru/status/1305955858183065601
[1] https://twitter.com/drsimonegold/status/1305580524505767936
[1] https://twitter.com/juliaioffe/status/1306010213481418752
[1] https://twitter.com/brooklynmarie/status/1305553553625243648
[1] https://twitter.com/epigeneticwhisp/status/1230908648450228224?s=21
[1] https://gulfnews.com/uae/health/covid-19-want-to-overcome-depression-here-are-vital-tips-from-dubai-doctors-1.73994259

Top URLs in Tweet in G9:
[1] https://twitter.com/RepAdamSchiff/status/1306367929957724160
[1] http://vigiaccess.org
[1] https://twitter.com/LotusOak2/status/1302767464992985089?s=19
[1] https://trendingpolitics.com/bill-o-reilly-says-george-soros-has-harmed-america-more-than-anyone-else/#.X1ZI76ua9cs.twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[108] foreignpolicyjournal.com
[81] vactruth.com
[73] soundchoice.org
[71] pbs.org
[68] circleofdocs.com
[64] youtube.com
[41] cdc.gov
[38] vaccineimpact.com
[30] nih.gov
[26] greenmedinfo.com

Top Domains in Tweet in G1:
[93] foreignpolicyjournal.com
[74] vactruth.com
[69] pbs.org
[68] soundchoice.org
[65] circleofdocs.com
[60] youtube.com
[40] cdc.gov
[35] vaccineimpact.com
[26] nih.gov
[23] greenmedinfo.com

Top Domains in Tweet in G3:
[14] foreignpolicyjournal.com
[2] soundchoice.org
[2] circleofdocs.com
[2] greenmedinfo.com
[2] twitter.com
[1] youtube.com
[1] nih.gov
[1] go.com
[1] cdc.gov
[1] vaccineimpact.com

Top Domains in Tweet in G4:
[6] twitter.com
[2] facebook.com
[2] nih.gov
[1] foreignpolicyjournal.com

Top Domains in Tweet in G5:
[3] youtube.com
[2] soundchoice.org
[2] vactruth.com
[2] pbs.org
[2] vaccineimpact.com
[1] childrenshealthdefense.org
[1] circleofdocs.com
[1] nih.gov
[1] greenmedinfo.com

Top Domains in Tweet in G7:
[1] twitter.com

Top Domains in Tweet in G8:
[5] twitter.com
[1] latribunadelpaisvasco.com
[1] gulfnews.com

Top Domains in Tweet in G9:
[2] twitter.com
[1] vigiaccess.org
[1] trendingpolitics.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[493] vaccines
[342] doctorsspeakup
[265] vaccine
[201] learntherisk
[179] autism
[166] study
[136] informedconsent
[93] measles
[73] dna
[60] hepatitis



Top Hashtags in Tweet in G1:
[455] vaccines
[247] vaccine
[238] doctorsspeakup
[188] learntherisk
[170] autism
[154] study
[117] informedconsent
[89] measles
[68] dna
[58] hepatitis

Top Hashtags in Tweet in G2:
[1] doctorsspeakup
[1] covid19

Top Hashtags in Tweet in G3:
[17] vaccination
[15] vaccines
[14] informedconsent
[13] doctorsspeakup
[6] vaccine
[5] learntherisk
[5] study
[3] measles
[3] autism
[3] flu

Top Hashtags in Tweet in G4:
[24] doctorsspeakup
[14] nhs
[8] wakeup
[6] covid19
[3] shameonnhs
[3] hoax
[2] treason
[2] firefauci
[2] doctorsday
[2] doctorsspeakout

Top Hashtags in Tweet in G5:
[15] aluminum
[12] vaccines
[7] vaccine
[6] study
[6] doctorsspeakup
[5] autism
[4] learntherisk
[2] dna
[2] hpvvaccine
[2] flu

Top Hashtags in Tweet in G6:
[12] doctorsspeakup
[1] vaccine

Top Hashtags in Tweet in G7:
[2] nhs
[2] doctorsspeakup
[1] covid
[1] getagrip
[1] covid19

Top Hashtags in Tweet in G8:
[12] doctorsspeakup
[3] covid19
[3] doctors
[2] doctorslivesmatter
[2] vaccine
[2] epigeneticwhisperer
[1] medicosporlaverdad
[1] plandemia
[1] womenshealth
[1] media

Top Hashtags in Tweet in G9:
[4] doctorsspeakup
[2] hpvvaccine
[1] covid19
[1] coronavirus
[1] trumpknewanddidnothing
[1] trumpliedpeopledied
[1] 200kdeadamericans
[1] bloodontrumpshands
[1] worstpresidentinhistory
[1] putinspuppet

Top Hashtags in Tweet in G10:
[1] doctorsspeakup
[1] doctor
[1] cnn
[1] abc
[1] ingrahamangle
[1] americafirst
[1] chinajoebiden

Top Words
Top Words in Tweet in Entire Graph:
[1467] lotusoak2
[494] dr
[493] #vaccines
[356] md
[342] #doctorsspeakup
[322] vaccine
[289] public
[265] #vaccine
[251] pediatrician
[233] policy

Top Words in Tweet in G1:
[1338] lotusoak2
[455] #vaccines
[450] dr
[322] md
[265] vaccine
[254] public
[247] #vaccine
[241] pediatrician
[238] #doctorsspeakup
[201] policy

Top Words in Tweet in G3:
[65] lotusoak2
[31] vaccine
[30] public
[29] policy
[28] dr
[25] md
[17] mandatory
[17] #vaccination
[15] watch
[15] speech

Top Words in Tweet in G4:
[24] #doctorsspeakup
[14] #nhs
[11] sheenaparish
[8] blackmail
[8] coercion
[8] #wakeup
[6] #covid19
[4] causing
[4] vaccines
[4] hospitals

Top Words in Tweet in G5:
[53] lotusoak2
[18] vaccine
[17] newborns
[16] study
[15] ican
[15] founder
[15] delbigtree
[15] research
[15] shows
[15] cdc

Top Words in Tweet in G6:
[12] #doctorsspeakup
[12] bc
[12] paid
[12] corrupt
[12] industry
[12] trust
[12] products
[12] promoting
[12] safe
[11] drtessat

Top Words in Tweet in G7:
[2] matthancock
[2] please
[2] #nhs
[2] #doctorsspeakup

Top Words in Tweet in G8:
[12] #doctorsspeakup
[4] doctors
[3] #covid19
[3] #doctors
[2] ignoring
[2] respecting
[2] doctor
[2] media
[2] india
[2] govt

Top Words in Tweet in G9:
[4] realdonaldtrump
[4] #doctorsspeakup
[2] crabb_vicki
[2] krochetxkorner
[2] #
[2] deaths
[2] #hpvvaccine
[2] reported

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[344] lotusoak2,dr
[233] vaccine,policy
[216] public,vaccine
[182] md,pediatrician
[166] palevsky,md
[117] safe,effective
[115] think,vaccines
[115] vaccines,safe
[115] effective,fallen
[115] fallen,marketing

Top Word Pairs in Tweet in G1:
[323] lotusoak2,dr
[201] vaccine,policy
[186] public,vaccine
[175] md,pediatrician
[157] palevsky,md
[111] think,vaccines
[111] vaccines,safe
[111] safe,effective
[111] effective,fallen
[111] fallen,marketing

Top Word Pairs in Tweet in G3:
[29] vaccine,policy
[28] public,vaccine
[15] lotusoak2,watch
[15] watch,speech
[15] speech,dr
[15] dr,rachael
[15] rachael,ross
[15] ross,md
[15] md,phd
[15] phd,ex

Top Word Pairs in Tweet in G4:
[9] sheenaparish,#nhs
[8] #nhs,blackmail
[8] blackmail,coercion
[8] coercion,#doctorsspeakup
[8] #doctorsspeakup,#wakeup
[4] #doctorsspeakup,#covid19
[3] #nhs,#doctorsspeakup
[3] #nhs,traitors
[3] traitors,empty
[3] empty,hospitals

Top Word Pairs in Tweet in G5:
[15] lotusoak2,ican
[15] ican,founder
[15] founder,delbigtree
[15] delbigtree,research
[15] research,study
[15] study,shows
[15] shows,cdc
[15] cdc,vaccine
[15] vaccine,schedule
[15] schedule,causes

Top Word Pairs in Tweet in G6:
[12] #doctorsspeakup,bc
[12] bc,paid
[12] paid,corrupt
[12] corrupt,industry
[12] industry,trust
[12] trust,products
[12] products,promoting
[12] promoting,safe
[11] drtessat,#doctorsspeakup

Top Word Pairs in Tweet in G8:
[2] #doctorslivesmatter,#doctorsspeakup
[2] epic,#vaccine
[2] #vaccine,rant
[2] rant,twitter
[2] twitter,promise
[2] promise,ll
[2] ll,read
[2] read,#epigeneticwhisperer
[2] #epigeneticwhisperer,super
[2] super,duper

Top Word Pairs in Tweet in G9:
[2] crabb_vicki,krochetxkorner
[2] krochetxkorner,realdonaldtrump
[2] realdonaldtrump,#doctorsspeakup
[2] #doctorsspeakup,#
[2] #,deaths
[2] deaths,#hpvvaccine
[2] #hpvvaccine,reported

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@lotusoak2
@delbigtree
@thedoctors
@drtessat
@sheenaparish
@dfreedman7
@menabster
@realdonaldtrump
@sallykp
@icandecide

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

Top Mentioned in G2:
@kavita_krishnan
@csr_india
@smritiirani
@ncwindia
@sharmarekha
@inbreakthrough
@oxfamindia
@feminisminindia
@genderatworkind
@morthroadsafety

Top Mentioned in G3:
@lotusoak2
@thedoctors
@busydrt
@monahp
@gimom69

Top Mentioned in G4:
@sheenaparish
@lotusoak2
@aka_wakeupfolks
@malekakan
@thoughtfearless
@briangpowell
@elzbthraeg

Top Mentioned in G5:
@lotusoak2
@delbigtree

Top Mentioned in G6:
@drtessat
@lotusoak2

Top Mentioned in G7:
@cllrbsilvester
@mrssusief
@trophy4toon
@realdenisewelch
@allisonpearson
@richieallenshow
@majeh19
@borisjohnson
@matthancock

Top Mentioned in G8:
@epigeneticwhisp

Top Mentioned in G9:
@realdonaldtrump
@krochetxkorner
@repadamschiff
@icegov
@chris_moyler
@crabb_vicki
@flotus

Top Mentioned in G10:
@docsue_swank
@drphil
@droz
@pastordscott
@doctorsfortrump
@docs4trump
@doctors4trump
@seanhannity

Top Tweeters
Top Tweeters in Entire Graph:
@inabster
@twitlertwit
@babysgramma
@menabster
@porridgeisgood
@iscoseu
@marty713
@organic2016
@makedni
@sin_pepitas_

Top Tweeters in G1:
@twitlertwit
@babysgramma
@porridgeisgood
@marty713
@organic2016
@makedni
@sin_pepitas_
@holmesdonna1
@sandoly
@allan_crawshaw

Top Tweeters in G2:
@kavita_krishnan
@feminisminindia
@smritiirani
@inbreakthrough
@csr_india
@oxfamindia
@sharmarekha
@sonalivaid
@anjmeh
@ncwindia

Top Tweeters in G3:
@angrynationalis
@hasan08931491
@bot_africana
@whenisit2late
@morrowfcs
@sarah_q_smithy
@trumpcaravan
@pam_pinklady
@wiggley_dale
@thedoctors

Top Tweeters in G4:
@briangpowell
@sheenaparish
@summerbreeze712
@maggiej65012472
@dianero777
@malekakan
@andreads0909
@thatbrwneyedgrl
@cindyzwaduk
@cbrauneker

Top Tweeters in G5:
@abstract1dea
@lulu111593
@flatplanejayne
@murphylaw23
@anne_fallible
@drdebdrdeb
@talliriscynthia
@tinfoilmama
@gb_lmt
@silentmorning90

Top Tweeters in G6:
@janet_cutts
@iluvu24ever
@joejoe80495073
@lionessarising4
@taximom4ever
@dougst3v3ns
@joseruiperez1
@drtessat
@wideeye_will
@willobr90296098

Top Tweeters in G7:
@cllrbsilvester
@majeh19
@buff_s
@allisonpearson
@mrssusief
@realdenisewelch
@richieallenshow
@matthancock
@trophy4toon
@borisjohnson

Top Tweeters in G8:
@iscoseu
@gulf_news
@epigeneticwhisp
@theladychuck
@cynthiayeager5
@brettranders
@varunyadavy108
@kanwarkdhaliwal
@tusharrajsharma
@b_shamraomh

Top Tweeters in G9:
@anthonysc6
@realdonaldtrump
@crabb_vicki
@krochetxkorner
@icegov
@hernanaym
@chris_moyler
@repadamschiff
@godfreedomtrump
@flotus

Top Tweeters in G10:
@theleadcnn
@docsue_swank
@drphil
@pastordscott
@droz
@firstvets
@seanhannity
@docs4trump
@doctors4trump
@doctorsfortrump


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