#DoctorsSpeakUp, Twitter, 9/29/2020 3:03:58 AM, 236208


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#DoctorsSpeakUp_2020-09-28_15-59-55.xlsx
#DoctorsSpeakUp_2020-09-28_15-59-55.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 29, 2020
Short Description:
#DoctorsSpeakUp via NodeXL https://bit.ly/2HwNzeq
@lotusoak2
@sheenaparish
@maggiej65012472
@drtessat
@flatplanejayne
@veteran10994519
@lizzywales
@lefthandofthe
@nandana_45
@summerbreeze712

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

Description:
Description
The graph represents a network of 1,478 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, 28 September 2020 at 23:07 UTC.

The requested start date was Monday, 28 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, 12-hour, 52-minute period from Monday, 14 September 2020 at 03:29 UTC to Sunday, 27 September 2020 at 16:22 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 : 1478
Unique Edges : 154
Edges With Duplicates : 3984
Total Edges : 4138
Number of Edge Types : 5
Retweet : 1986
MentionsInRetweet : 1988
Mentions : 48
Tweet : 104
Replies to : 12
Self-Loops : 177
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 42
Single-Vertex Connected Components : 21
Maximum Vertices in a Connected Component : 1371
Maximum Edges in a Connected Component : 3989
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.384488
Graph Density : 0.000692622924536167
Modularity : 0.269609
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 1,478 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, 28 September 2020 at 23:07 UTC.

The requested start date was Monday, 28 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, 12-hour, 52-minute period from Monday, 14 September 2020 at 03:29 UTC to Sunday, 27 September 2020 at 16:22 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:
[112] https://vactruth.com/2015/02/26/infant-dies-after-8-vaccines/
[108] https://www.foreignpolicyjournal.com/2019/04/27/how-public-vaccine-policy-violates-our-right-to-informed-consent/
[90] https://archive.fo/A4pKe
[90] https://www.pbs.org/newshour/health/medical-researchers-say-fetal-tissue-remains-essential
[80] https://www.minds.com/archive/view/689645788778733587
[69] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4718337/
[62] https://vaccineimpact.com/2019/unvaccinated-population-called-upon-to-participate-in-vaccinated-versus-unvaccinated-legal-study/
[42] https://www.huffingtonpost.com/marcia-g-yerman/an-interview-with-dr-dian_b_405472.html
[34] https://www.youtube.com/watch?v=hpthai6z_mw

[28] https://soundchoice.org/scpiJournalPubHealthEpidem092014.pdf

Top URLs in Tweet in G1:
[105] https://vactruth.com/2015/02/26/infant-dies-after-8-vaccines/
[88] https://www.foreignpolicyjournal.com/2019/04/27/how-public-vaccine-policy-violates-our-right-to-informed-consent/
[88] https://www.pbs.org/newshour/health/medical-researchers-say-fetal-tissue-remains-essential
[76] https://www.minds.com/archive/view/689645788778733587
[65] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4718337/
[57] https://vaccineimpact.com/2019/unvaccinated-population-called-upon-to-participate-in-vaccinated-versus-unvaccinated-legal-study/
[38] https://www.huffingtonpost.com/marcia-g-yerman/an-interview-with-dr-dian_b_405472.html
[32] https://www.youtube.com/watch?v=hpthai6z_mw

[25] https://soundchoice.org/scpiJournalPubHealthEpidem092014.pdf
[22] https://www.youtube.com/watch?v=PYB62JzuiQY&feature=youtu.be


Top URLs in Tweet in G2:
[90] https://archive.fo/A4pKe
[2] https://vaccineimpact.com/2019/unvaccinated-population-called-upon-to-participate-in-vaccinated-versus-unvaccinated-legal-study/
[2] https://soundchoice.org/scpiJournalPubHealthEpidem092014.pdf
[1] https://twitter.com/nvicloedown/status/1310233052694622215
[1] https://www.facebook.com/107367532680105/posts/cancer-causing-protein-in-vaccines-depthere-are-more-details-on-the-ongoing-stor/927794483970735/
[1] https://twitter.com/jomickane/status/1305582659993776130
[1] https://twitter.com/fionamflanagan1/status/1306859202946756609
[1] https://twitter.com/ljarvis75/status/1307759762780631040
[1] https://twitter.com/zkahronicnebula/status/1308235271133999104
[1] https://twitter.com/rchnm/status/1307784267133452288

Top URLs in Tweet in G3:
[18] https://www.foreignpolicyjournal.com/2019/04/27/how-public-vaccine-policy-violates-our-right-to-informed-consent/
[4] https://www.huffingtonpost.com/marcia-g-yerman/an-interview-with-dr-dian_b_405472.html
[4] https://vactruth.com/2015/02/26/infant-dies-after-8-vaccines/
[4] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4718337/
[3] https://vaccineimpact.com/2019/unvaccinated-population-called-upon-to-participate-in-vaccinated-versus-unvaccinated-legal-study/
[3] https://www.minds.com/archive/view/689645788778733587
[3] https://www.youtube.com/watch?v=PYB62JzuiQY&feature=youtu.be

[2] https://thehighwire.com/why-do-vaccine-safety-studies-cut-corners/
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4718337
[1] https://www.youtube.com/watch?v=hpthai6z_mw


Top URLs in Tweet in G4:
[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
[1] https://twitter.com/LotusOak2/status/1307856526678396929
[1] https://twitter.com/drsimonegold/status/1306372660587184128
[1] https://twitter.com/oncall4on/status/934893879442120704
[1] https://www.facebook.com/doctorkrishnapatil/
[1] https://www.activistpost.com/2020/09/oklahoma-doctors-claim-masks-are-harmful-to-healthy-people-and-file-lawsuit-against-mandates.html
[1] https://twitter.com/BreesAnna/status/1309542811767898114

Top URLs in Tweet in G5:
[1] https://www.instagram.com/accounts/login/?next=/tv/B7WC21ulrUI/%3Figshid%3D1pvnpa5citxuf

Top URLs in Tweet in G6:
[1] https://twitter.com/jbwatterson/status/1307339478810451968

Top URLs in Tweet in G7:
[3] https://vactruth.com/2015/02/26/infant-dies-after-8-vaccines/
[1] https://www.bloomberg.com/features/2020-zdoggmd-covid-antivaxxers/

Top URLs in Tweet in G8:
[1] https://kenfm.de/bill-gates-predicts-700000-victims-from-corona-vaccination/
[1] https://twitter.com/childrenshd/status/1308125787246206977
[1] https://twitter.com/RepAdamSchiff/status/1306367929957724160

Top URLs in Tweet in G10:
[1] https://greatgameindia.com/belgium-who-investigation-coronavirus/

Top Domains
Top Domains in Tweet in Entire Graph:
[112] vactruth.com
[108] foreignpolicyjournal.com
[97] nih.gov
[90] youtube.com
[90] archive.fo
[90] pbs.org
[80] minds.com
[67] vaccineimpact.com
[42] huffingtonpost.com
[28] soundchoice.org

Top Domains in Tweet in G1:
[105] vactruth.com
[90] nih.gov
[88] foreignpolicyjournal.com
[88] pbs.org
[83] youtube.com
[76] minds.com
[61] vaccineimpact.com
[38] huffingtonpost.com
[25] soundchoice.org
[14] sciencedaily.com

Top Domains in Tweet in G2:
[90] archive.fo
[7] twitter.com
[2] youtube.com
[2] vaccineimpact.com
[2] soundchoice.org
[1] facebook.com
[1] instagram.com
[1] pbs.org
[1] minds.com
[1] foreignpolicyjournal.com

Top Domains in Tweet in G3:
[18] foreignpolicyjournal.com
[7] nih.gov
[5] youtube.com
[4] huffingtonpost.com
[4] vactruth.com
[3] vaccineimpact.com
[3] minds.com
[2] thehighwire.com
[1] soundchoice.org
[1] cdc.gov

Top Domains in Tweet in G4:
[7] twitter.com
[1] gulfnews.com
[1] facebook.com
[1] activistpost.com

Top Domains in Tweet in G5:
[1] instagram.com

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G7:
[3] vactruth.com
[1] bloomberg.com

Top Domains in Tweet in G8:
[2] twitter.com
[1] kenfm.de

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[454] vaccines
[419] doctorsspeakup
[229] vaccine
[222] study
[195] autism
[179] learntherisk
[134] informedconsent
[114] vaxxed
[110] nhs
[92] vaccination



Top Hashtags in Tweet in G1:
[413] vaccines
[212] doctorsspeakup
[210] vaccine
[208] study
[185] autism
[162] learntherisk
[110] informedconsent
[108] vaxxed
[84] hepatitis
[79] flu

Top Hashtags in Tweet in G2:
[110] nhs
[110] doctorsspeakup
[9] wakeup
[8] covid19
[6] learntherisk
[5] vaccines
[4] study
[3] treason
[3] autism
[2] saveuk

Top Hashtags in Tweet in G3:
[50] vaccination
[25] vaccines
[19] informedconsent
[18] doctorsspeakup
[11] aluminum
[10] vaccine
[10] study
[8] learntherisk
[7] autism
[6] influenza

Top Hashtags in Tweet in G4:
[21] doctorsspeakup
[3] covid19
[3] doctors
[2] doctorslivesmatter
[2] vaccine
[2] epigeneticwhisperer
[1] womenshealth
[1] media
[1] narendramodi
[1] coronavirus

Top Hashtags in Tweet in G5:
[15] doctorsspeakup
[2] vaccine
[1] vaccineinjured
[1] vaccines
[1] vaccineinjury

Top Hashtags in Tweet in G6:
[1] burnout
[1] mentalhealth
[1] doctorsspeakup

Top Hashtags in Tweet in G7:
[5] vaccines
[3] doctorsspeakup
[1] covid19
[1] science
[1] vaccinedeath
[1] sids
[1] echo
[1] rt

Top Hashtags in Tweet in G8:
[3] covid19
[3] vaccine
[2] bigpharma
[2] doctorsspeakup
[1] measles
[1] coronavirus
[1] trumpknewanddidnothing
[1] trumpliedpeopledied
[1] 200kdeadamericans
[1] bloodontrumpshands

Top Hashtags in Tweet in G9:
[1] doctorsspeakup
[1] doctor
[1] cnn
[1] abc
[1] ingrahamangle
[1] americafirst
[1] chinajoebiden

Top Hashtags in Tweet in G10:
[5] doctorsspeakup
[4] crimesagainsthumanity
[1] doctorsfortruth
[1] unity
[1] kbf

Top Words
Top Words in Tweet in Entire Graph:
[1807] lotusoak2
[701] dr
[535] md
[454] #vaccines
[419] #doctorsspeakup
[404] vaccine
[308] vaccines
[301] effective
[287] children
[274] safe

Top Words in Tweet in G1:
[1618] lotusoak2
[598] dr
[455] md
[413] #vaccines
[283] effective
[269] vaccines
[260] children
[248] vaccine
[246] think
[246] know

Top Words in Tweet in G2:
[110] #nhs
[110] #doctorsspeakup
[105] sheenaparish
[93] vaccine
[90] hoax
[90] over
[20] lotusoak2
[9] #wakeup
[9] death
[8] blackmail

Top Words in Tweet in G3:
[159] lotusoak2
[84] dr
[73] md
[54] vaccine
[52] rachael
[52] ross
[52] phd
[51] watch
[50] #vaccination
[48] speech

Top Words in Tweet in G4:
[21] #doctorsspeakup
[5] doctors
[3] #covid19
[3] data
[3] medical
[3] #doctors
[2] respecting
[2] doctor
[2] lives
[2] news

Top Words in Tweet in G5:
[15] #doctorsspeakup
[13] bc
[13] paid
[13] corrupt
[13] industry
[13] trust
[13] products
[13] promoting
[13] safe
[12] drtessat

Top Words in Tweet in G6:
[17] broken
[17] system
[16] short
[16] list
[16] things
[16] dont
[16] fix
[16] burnout
[16] caused
[16] oppressive

Top Words in Tweet in G7:
[5] #vaccines
[3] #doctorsspeakup
[3] jack
[3] lotusoak2
[3] infant
[3] dies
[3] family
[3] gets
[3] back
[3] hospital

Top Words in Tweet in G8:
[3] realdonaldtrump
[3] #covid19
[3] #vaccine
[2] potus
[2] make
[2] #bigpharma
[2] liable
[2] product
[2] don
[2] harm

Top Words in Tweet in G10:
[9] thetopduke
[7] irony
[7] dr
[7] heiko
[7] schoning
[7] chanting
[7] violence
[7] couple
[7] hours
[7] before

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[508] lotusoak2,dr
[260] think,vaccines
[260] vaccines,safe
[260] safe,effective
[260] effective,fallen
[260] fallen,marketing
[260] marketing,trick
[260] trick,know
[260] know,half
[257] lotusoak2,think

Top Word Pairs in Tweet in G1:
[471] lotusoak2,dr
[245] think,vaccines
[245] vaccines,safe
[245] safe,effective
[245] effective,fallen
[245] fallen,marketing
[245] marketing,trick
[245] trick,know
[245] know,half
[242] lotusoak2,think

Top Word Pairs in Tweet in G2:
[93] #nhs,#doctorsspeakup
[90] vaccine,hoax
[90] hoax,over
[90] over,#nhs
[89] sheenaparish,vaccine
[8] #nhs,blackmail
[8] blackmail,coercion
[8] coercion,#doctorsspeakup
[8] #doctorsspeakup,#wakeup
[7] flu,shot

Top Word Pairs in Tweet in G3:
[52] dr,rachael
[52] rachael,ross
[52] md,phd
[51] lotusoak2,watch
[48] watch,speech
[48] speech,dr
[48] ross,md
[48] phd,ex
[48] ex,co
[48] co,host

Top Word Pairs in Tweet in G4:
[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 G5:
[13] #doctorsspeakup,bc
[13] bc,paid
[13] paid,corrupt
[13] corrupt,industry
[13] industry,trust
[13] trust,products
[13] products,promoting
[13] promoting,safe
[12] drtessat,#doctorsspeakup
[3] uprising,citizens

Top Word Pairs in Tweet in G6:
[16] short,list
[16] list,things
[16] things,dont
[16] dont,fix
[16] fix,burnout
[16] burnout,caused
[16] caused,broken
[16] broken,oppressive
[16] oppressive,medical
[16] medical,system

Top Word Pairs in Tweet in G7:
[3] lotusoak2,infant
[3] infant,dies
[3] dies,#vaccines
[3] #vaccines,family
[3] family,gets
[3] gets,back
[3] back,hospital
[3] hospital,cremated
[3] cremated,mon
[3] mon,old

Top Word Pairs in Tweet in G8:
[2] realdonaldtrump,potus
[2] potus,make
[2] make,#bigpharma
[2] #bigpharma,liable
[2] liable,product
[2] product,don
[2] don,#covid19
[2] #covid19,#vaccine
[2] #vaccine,harm
[2] harm,kill

Top Word Pairs in Tweet in G10:
[7] irony,dr
[7] dr,heiko
[7] heiko,schoning
[7] schoning,chanting
[7] chanting,violence
[7] violence,couple
[7] couple,hours
[7] hours,before
[7] before,getting
[7] getting,arrested

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@lotusoak2
@sheenaparish
@thedoctors
@drbrittanij
@drtessat
@delbigtree
@thetopduke
@dfreedman7
@ameracadpeds
@sallykp

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

Top Mentioned in G2:
@sheenaparish
@lotusoak2
@matthancock
@nhs
@borisjohnson
@sunshine_toes

Top Mentioned in G3:
@lotusoak2
@thedoctors
@delbigtree
@busydrt
@aka_wakeupfolks
@malekakan
@sheenaparish
@thoughtfearless
@briangpowell
@elzbthraeg

Top Mentioned in G4:
@epigeneticwhisp

Top Mentioned in G5:
@drtessat
@bkfreedomforall
@lotusoak2

Top Mentioned in G6:
@drbrittanij

Top Mentioned in G7:
@jack
@drtoddwo
@delbius
@twittersafety
@menabster
@lotusoak2
@business
@nicoleb_md
@deraltegaukler

Top Mentioned in G8:
@realdonaldtrump
@potus
@discangirl
@lotusoak2
@exposebillgates
@nygovcuomo
@nythealth
@amypaulin
@repadamschiff
@icegov

Top Mentioned in G9:
@docsue_swank
@drphil
@droz
@pastordscott
@doctorsfortrump
@docs4trump
@doctors4trump
@seanhannity

Top Mentioned in G10:
@thetopduke

Top Tweeters
Top Tweeters in Entire Graph:
@ejlazar
@inabster
@twitlertwit
@menabster
@porridgeisgood
@iscoseu
@ndtv
@tammywalt61
@organic2016
@makedni

Top Tweeters in G1:
@twitlertwit
@tammywalt61
@organic2016
@makedni
@eyegloarts
@koudaiin
@sin_pepitas_
@combatsespoir
@ericsteelelive
@holmesdonna1

Top Tweeters in G2:
@cjsienna55
@zoompad
@levyloiseau
@sheenaparish
@turk182_jcp
@werocktheplanet
@summerbreeze712
@flatplanejayne
@redsreporter
@linesgettnclear

Top Tweeters in G3:
@ejlazar
@porridgeisgood
@briangpowell
@angrynationalis
@ngirrard
@pinkwvpink
@telosa3
@hasan08931491
@bot_africana
@lulu111593

Top Tweeters in G4:
@iscoseu
@riwired
@gulf_news
@epigeneticwhisp
@theladychuck
@vjonarjun
@20freetobe20
@harcbatt
@toomuchpaper
@brettranders

Top Tweeters in G5:
@costaricansurf
@peopletalk15
@joejoe80495073
@wfdvm
@joseruiperez1
@dragonsbane211
@drtessat
@bkfreedomforall
@willobr90296098
@iloveyoumadlee

Top Tweeters in G6:
@kim_buh_lee
@thinkalot
@baseballmurse7
@pug2mom15
@psypharmacopeia
@futuredatadoc
@almostdr_obrien
@voodaiapparel
@modernmrdarcy
@immuno_goblins

Top Tweeters in G7:
@inabster
@menabster
@business
@delilahveronese
@spinesurgeon
@jack
@delbius
@drtoddwo
@zdoggmd
@deraltegaukler

Top Tweeters in G8:
@nythealth
@realdonaldtrump
@nygovcuomo
@icegov
@hernanaym
@potus
@discangirl
@repadamschiff
@amypaulin
@exposebillgates

Top Tweeters in G9:
@theleadcnn
@docsue_swank
@drphil
@pastordscott
@droz
@firstvets
@seanhannity
@docs4trump
@doctors4trump
@doctorsfortrump

Top Tweeters in G10:
@adhorstrebor
@cynthiaakacj
@samsung14665283
@adriaan_tweet
@dixon5000
@katouhasegawa
@thetopduke
@jojosharp1
@ciaranq19621944


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