#DoctorsSpeakUp, Twitter, 10/5/2020 11:38:13 PM, 237106


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#DoctorsSpeakUp_2020-10-05_15-59-55.xlsx
#DoctorsSpeakUp_2020-10-05_15-59-55.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 05, 2020
Short Description:
#DoctorsSpeakUp via NodeXL https://bit.ly/34r8dEF
@lotusoak2
@sheenaparish
@freespeechgmac
@goldwaterkid65
@hempfelt
@hopefortheusa
@drbrittanij
@mdoolsky
@menabster
@drtessat

Top hashtags:
#doctorsspeakup
#vaccines
#flu
#study
#nursesspeakup
#flushot
#coronavirus

Description:
Description
The graph represents a network of 1,675 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, 05 October 2020 at 23:08 UTC.

The requested start date was Monday, 05 October 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, 22-hour, 12-minute period from Monday, 21 September 2020 at 01:37 UTC to Sunday, 04 October 2020 at 23:50 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 : 1675
Unique Edges : 162
Edges With Duplicates : 4487
Total Edges : 4649
Number of Edge Types : 5
Retweet : 2238
MentionsInRetweet : 2233
Mentions : 48
Tweet : 117
Replies to : 13
Self-Loops : 195
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 58
Single-Vertex Connected Components : 32
Maximum Vertices in a Connected Component : 1544
Maximum Edges in a Connected Component : 4465
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.355787
Graph Density : 0.000603077800959361
Modularity : 0.275347
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 1,675 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, 05 October 2020 at 23:08 UTC.

The requested start date was Monday, 05 October 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, 22-hour, 12-minute period from Monday, 21 September 2020 at 01:37 UTC to Sunday, 04 October 2020 at 23:50 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:
[142] https://vactruth.com/2015/02/26/infant-dies-after-8-vaccines/
[95] https://archive.fo/A4pKe
[81] https://www.minds.com/archive/view/689645788778733587
[72] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4718337/
[46] https://pediatrics.aappublications.org/content/133/6/e1500
[46] https://www.pbs.org/newshour/health/medical-researchers-say-fetal-tissue-remains-essential
[43] https://childrenshealthdefense.org/news/vaccine-injuries-ratio-one-for-every-39-vaccines-administered/
[36] https://www.huffingtonpost.com/marcia-g-yerman/an-interview-with-dr-dian_b_405472.html
[31] https://pediatrics.aappublications.org/content/142/6/e20174161
[27] https://thehighwire.com/why-do-vaccine-safety-studies-cut-corners/

Top URLs in Tweet in G1:
[134] https://vactruth.com/2015/02/26/infant-dies-after-8-vaccines/
[78] https://www.minds.com/archive/view/689645788778733587
[68] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4718337/
[44] https://www.pbs.org/newshour/health/medical-researchers-say-fetal-tissue-remains-essential
[41] https://pediatrics.aappublications.org/content/133/6/e1500
[39] https://childrenshealthdefense.org/news/vaccine-injuries-ratio-one-for-every-39-vaccines-administered/
[32] https://www.huffingtonpost.com/marcia-g-yerman/an-interview-with-dr-dian_b_405472.html
[30] https://pediatrics.aappublications.org/content/142/6/e20174161
[27] https://vaccineimpact.com/2019/unvaccinated-population-called-upon-to-participate-in-vaccinated-versus-unvaccinated-legal-study/
[27] https://thehighwire.com/why-do-vaccine-safety-studies-cut-corners/

Top URLs in Tweet in G2:
[94] https://archive.fo/A4pKe
[2] https://twitter.com/3112mel/status/1310605475994644482
[2] https://twitter.com/thinkerspground/status/1312477890601082881
[2] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3Dkr04gHbP5MQ&q=EgS4SO-bGNeW5fsFIhkA8aeDS5X2Wkf4fiQgjFy2ZmYSduKXUKo6MgFy
[1] https://childrenshealthdefense.org/news/vaccine-injuries-ratio-one-for-every-39-vaccines-administered/
[1] https://twitter.com/johnfeehery/status/1311621375736582144
[1] https://twitter.com/ljarvis75/status/1307759762780631040
[1] https://twitter.com/zkahronicnebula/status/1308235271133999104
[1] https://twitter.com/jonkirbysthlm/status/1311372008182239232
[1] https://twitter.com/susanacreed/status/1312310956341559297

Top URLs in Tweet in G3:
[1] https://pediatrics.aappublications.org/content/133/6/e1500
[1] https://twitter.com/shawng927/status/1310982410381729797

Top URLs in Tweet in G4:
[4] https://vactruth.com/2015/02/26/infant-dies-after-8-vaccines/
[3] https://childrenshealthdefense.org/news/vaccine-injuries-ratio-one-for-every-39-vaccines-administered/
[3] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4718337/
[3] https://www.sciencedaily.com/releases/2015/06/150624071018.htm
[3] https://pediatrics.aappublications.org/content/133/6/e1500
[2] https://www.huffingtonpost.com/marcia-g-yerman/an-interview-with-dr-dian_b_405472.html
[1] https://www.youtube.com/watch?v=hpthai6z_mw

[1] https://pediatrics.aappublications.org/content/142/6/e20174161
[1] https://www.minds.com/archive/view/689645788778733587
[1] https://www.pbs.org/newshour/health/medical-researchers-say-fetal-tissue-remains-essential

Top URLs in Tweet in G5:
[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
[1] https://twitter.com/JoyAnnReid/status/1291058645267030021
[1] https://twitter.com/flightofsand/status/1310586615497015297
[1] https://www.youtube.com/watch?v=r0bqzlKn6B8&feature=youtu.be

[1] https://jimshomeocollege.com/admissions-bhms-2020/

Top URLs in Tweet in G6:
[1] https://www.minds.com/archive/view/689645788778733587
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4718337/
[1] https://archive.fo/A4pKe
[1] https://www.huffingtonpost.com/marcia-g-yerman/an-interview-with-dr-dian_b_405472.html
[1] https://www.sciencedaily.com/releases/2015/06/150624071018.htm
[1] https://twitter.com/jbwatterson/status/1307339478810451968

Top URLs in Tweet in G7:
[1] https://vactruth.com/2015/02/26/infant-dies-after-8-vaccines/
[1] https://www.instagram.com/accounts/login/?next=/tv/B7WC21ulrUI/%3Figshid%3D1pvnpa5citxuf
[1] https://pediatrics.aappublications.org/content/133/6/e1500

Top URLs in Tweet in G8:
[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 G9:
[1] https://twitter.com/djmasonrn/status/1312061214831374336

Top Domains
Top Domains in Tweet in Entire Graph:
[142] vactruth.com
[95] archive.fo
[88] nih.gov
[81] minds.com
[77] aappublications.org
[46] pbs.org
[44] childrenshealthdefense.org
[44] youtube.com
[36] huffingtonpost.com
[35] twitter.com

Top Domains in Tweet in G1:
[134] vactruth.com
[83] nih.gov
[78] minds.com
[71] aappublications.org
[44] pbs.org
[40] childrenshealthdefense.org
[34] youtube.com
[32] huffingtonpost.com
[31] vaccineimpact.com
[27] thehighwire.com

Top Domains in Tweet in G2:
[94] archive.fo
[14] twitter.com
[2] google.com
[1] childrenshealthdefense.org
[1] youtube.com
[1] instagram.com
[1] cdc.gov
[1] nih.gov
[1] pbs.org
[1] soundchoice.org

Top Domains in Tweet in G3:
[1] aappublications.org
[1] twitter.com

Top Domains in Tweet in G4:
[4] aappublications.org
[4] vactruth.com
[3] childrenshealthdefense.org
[3] nih.gov
[3] sciencedaily.com
[2] youtube.com
[2] huffingtonpost.com
[1] minds.com
[1] pbs.org
[1] pscp.tv

Top Domains in Tweet in G5:
[9] twitter.com
[2] facebook.com
[1] activistpost.com
[1] youtube.com
[1] jimshomeocollege.com
[1] nationalacademies.org
[1] anmnews.in
[1] doublegood.com
[1] ef-magazin.de
[1] hindustantimes.com

Top Domains in Tweet in G6:
[1] minds.com
[1] nih.gov
[1] archive.fo
[1] huffingtonpost.com
[1] sciencedaily.com
[1] twitter.com

Top Domains in Tweet in G7:
[1] vactruth.com
[1] instagram.com
[1] aappublications.org

Top Domains in Tweet in G8:
[3] vactruth.com
[1] bloomberg.com

Top Domains in Tweet in G9:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[611] doctorsspeakup
[433] vaccines
[323] flu
[260] study
[240] nursesspeakup
[239] flushot
[237] coronavirus
[211] autism
[164] vaccine
[139] learntherisk



Top Hashtags in Tweet in G1:
[400] vaccines
[368] doctorsspeakup
[263] flu
[244] study
[230] flushot
[224] coronavirus
[224] nursesspeakup
[201] autism
[145] vaccine
[129] learntherisk

Top Hashtags in Tweet in G2:
[124] doctorsspeakup
[119] nhs
[13] covid19
[5] vaccines
[5] ventilators
[4] nursesspeakup
[4] flu
[4] saveourcountry
[4] learntherisk
[2] hydroxychloroquine

Top Hashtags in Tweet in G3:
[47] flu
[47] covid19
[1] study
[1] infant
[1] vaccination
[1] speakerscorner
[1] freespeech
[1] doctorsspeakup
[1] vaccine

Top Hashtags in Tweet in G4:
[40] vaccination
[16] vaccines
[10] study
[10] vaccine
[10] aluminum
[8] doctorsspeakup
[7] autism
[6] flu
[5] coronavirus
[5] flushot

Top Hashtags in Tweet in G5:
[32] doctorsspeakup
[4] covid19
[2] informedconsent
[2] nursing
[2] indiafightscorona
[2] louisiana
[2] doctors
[1] szczepienia
[1] learntherisk
[1] vaccineinjured

Top Hashtags in Tweet in G6:
[3] doctorsspeakup
[2] study
[2] vaccination
[2] flu
[1] vaxxed
[1] learntherisk
[1] cdctruth
[1] autism
[1] influenza
[1] coronavirus

Top Hashtags in Tweet in G7:
[12] doctorsspeakup
[2] vaccines
[1] vaccineinjured
[1] vaccine
[1] study
[1] infant
[1] vaccination

Top Hashtags in Tweet in G8:
[5] vaccines
[3] doctorsspeakup
[1] vaccinedeath
[1] sids
[1] echo
[1] rt
[1] covid19
[1] science

Top Hashtags in Tweet in G9:
[9] doctorsspeakup
[5] votehealth
[4] nursesspeakup
[4] trump
[4] aca
[4] votehimout
[1] votekids
[1] debates2020
[1] doctorsforbiden
[1] truth

Top Hashtags in Tweet in G10:
[5] interview
[5] administrative
[1] advertisements
[1] doctorsspeakup
[1] jobs

Top Words
Top Words in Tweet in Entire Graph:
[1995] lotusoak2
[891] dr
[682] md
[611] #doctorsspeakup
[433] children
[433] #vaccines
[396] pediatrician
[323] #flu
[260] #study
[240] #nursesspeakup

Top Words in Tweet in G1:
[1813] lotusoak2
[741] dr
[601] md
[400] #vaccines
[399] children
[368] #doctorsspeakup
[367] pediatrician
[263] #flu
[244] #study
[230] #flushot

Top Words in Tweet in G2:
[124] #doctorsspeakup
[119] #nhs
[113] sheenaparish
[94] vaccine
[94] hoax
[94] over
[19] lotusoak2
[13] #covid19
[10] within
[9] death

Top Words in Tweet in G3:
[49] dr
[47] heiko
[47] schöning
[47] stood
[47] london
[47] explained
[47] globalist
[47] using
[47] seasonal
[47] #flu

Top Words in Tweet in G4:
[127] lotusoak2
[71] dr
[64] md
[45] rachael
[45] ross
[45] phd
[40] #vaccination
[37] watch
[36] speech
[36] ex

Top Words in Tweet in G5:
[32] #doctorsspeakup
[7] य
[7] क
[4] #covid19
[4] ह
[4] त
[4] थ
[3] doctors
[3] भ
[3] ई

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

Top Words in Tweet in G7:
[12] #doctorsspeakup
[11] bc
[11] paid
[11] corrupt
[11] industry
[11] trust
[11] products
[11] promoting
[11] safe
[10] drtessat

Top Words in Tweet in G8:
[5] #vaccines
[3] lotusoak2
[3] infant
[3] dies
[3] family
[3] gets
[3] back
[3] hospital
[3] cremated
[3] mon

Top Words in Tweet in G9:
[9] #doctorsspeakup
[6] doctorsforbiden
[5] #votehealth
[4] go
[4] #nursesspeakup
[4] time
[4] advocate
[4] policies
[4] protect
[4] patients

Top Words in Tweet in G10:
[5] forms
[5] filled
[5] candidates
[5] waiting
[5] #interview
[5] dates
[5] notice
[5] website
[5] #administrative
[5] reasons

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[592] lotusoak2,dr
[236] #doctorsspeakup,#nursesspeakup
[235] #flushot,#doctorsspeakup
[233] #coronavirus,concerned
[233] concerned,good
[233] good,idea
[233] idea,stay
[233] stay,far
[233] far,away
[233] away,#flushot

Top Word Pairs in Tweet in G1:
[553] lotusoak2,dr
[226] #flushot,#doctorsspeakup
[224] #coronavirus,concerned
[224] concerned,good
[224] good,idea
[224] idea,stay
[224] stay,far
[224] far,away
[224] away,#flushot
[224] #doctorsspeakup,#nursesspeakup

Top Word Pairs in Tweet in G2:
[99] #nhs,#doctorsspeakup
[94] vaccine,hoax
[94] hoax,over
[94] over,#nhs
[93] sheenaparish,vaccine
[8] #nhs,become
[7] flu,shot
[7] shot,ensure
[7] ensure,#covid19
[7] #covid19,#nhs

Top Word Pairs in Tweet in G3:
[47] dr,heiko
[47] heiko,schöning
[47] schöning,stood
[47] stood,london
[47] london,explained
[47] explained,globalist
[47] globalist,using
[47] using,seasonal
[47] seasonal,#flu
[47] #flu,death

Top Word Pairs in Tweet in G4:
[45] dr,rachael
[45] rachael,ross
[45] md,phd
[37] lotusoak2,watch
[36] watch,speech
[36] speech,dr
[36] ross,md
[36] phd,ex
[36] ex,co
[36] co,host

Top Word Pairs in Tweet in G5:
[3] य,क
[3] क,य
[2] private,hospitals
[2] ई,थ
[2] ल,क
[2] science,medicine

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

Top Word Pairs in Tweet in G7:
[11] #doctorsspeakup,bc
[11] bc,paid
[11] paid,corrupt
[11] corrupt,industry
[11] industry,trust
[11] trust,products
[11] products,promoting
[11] promoting,safe
[10] drtessat,#doctorsspeakup
[4] uprising,citizens

Top Word Pairs in Tweet in G8:
[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 G9:
[4] go,#nursesspeakup
[4] #nursesspeakup,time
[4] time,#doctorsspeakup
[4] #doctorsspeakup,advocate
[4] advocate,policies
[4] policies,protect
[4] protect,patients
[4] patients,health
[4] #trump,plan
[4] plan,#aca

Top Word Pairs in Tweet in G10:
[5] forms,filled
[5] filled,candidates
[5] candidates,waiting
[5] waiting,#interview
[5] #interview,dates
[5] dates,notice
[5] notice,website
[5] website,#administrative
[5] #administrative,reasons
[4] docvjg,forms

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

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

Top Mentioned in G2:
@sheenaparish
@lotusoak2
@matthancock
@mamabearny
@corruptionukorg
@neilclark66
@borisjohnson
@nhs
@dianetriple7
@levyloiseau

Top Mentioned in G3:
@freespeechgmac
@lotusoak2

Top Mentioned in G4:
@lotusoak2
@thedoctors
@delbigtree

Top Mentioned in G5:
@infeagle_com

Top Mentioned in G6:
@drbrittanij
@lotusoak2
@thedoctors
@sheenaparish

Top Mentioned in G7:
@drtessat
@lotusoak2
@bkfreedomforall

Top Mentioned in G8:
@jack
@menabster
@lotusoak2
@drtoddwo
@delbius
@twittersafety
@business
@nicoleb_md
@deraltegaukler

Top Mentioned in G9:
@doctorsforbiden
@ninaagrawalmd
@doctor
@anitasomanimd
@amwadoctors

Top Mentioned in G10:
@docvjg
@narendramodi
@drharshvardhan
@mohfw_india
@pmoindia
@rahulgandhi
@nsitharaman

Top Tweeters
Top Tweeters in Entire Graph:
@inabster
@twitlertwit
@menabster
@porridgeisgood
@iscoseu
@tammywalt61
@organic2016
@makedni
@eyegloarts
@acuhealtcm

Top Tweeters in G1:
@twitlertwit
@tammywalt61
@organic2016
@makedni
@eyegloarts
@acuhealtcm
@zwoodbutcher
@koudaiin
@tyrelle123
@sin_pepitas_

Top Tweeters in G2:
@cjsienna55
@zoompad
@levyloiseau
@charismaalasta1
@sheenaparish
@turk182_jcp
@werocktheplanet
@flatplanejayne
@celticnotorious
@charlotte3003g

Top Tweeters in G3:
@heidiec5
@ibangel
@goldwaterkid65
@43a6f0ce5dac4ea
@bourdinfred
@dmills3710
@shawng927
@thebaddadder
@scsieb42_carol
@mischabi

Top Tweeters in G4:
@porridgeisgood
@ngirrard
@pinkwvpink
@telosa3
@bot_africana
@lulu111593
@maggiej65012472
@karengilly
@danklink1892
@oncevirginian

Top Tweeters in G5:
@iscoseu
@riwired
@watdehel
@karynne_summars
@somethingsnotr3
@smith86n
@art_expert_dan
@vjonarjun
@vpmd4
@huldah1776

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

Top Tweeters in G7:
@costaricansurf
@ireneguesta
@peopletalk15
@wfdvm
@velha508
@drtessat
@swaycandy
@bkfreedomforall
@iloveyoumadlee
@laurawanek

Top Tweeters in G8:
@inabster
@menabster
@business
@delilahveronese
@spinesurgeon
@jack
@delbius
@drtoddwo
@zdoggmd
@deraltegaukler

Top Tweeters in G9:
@morriganresists
@kanani1729
@uncrcu
@montalvo501
@anitasomanimd
@djmasonrn
@amwadoctors
@doctorsforbiden
@cmteetoprotect
@doctor

Top Tweeters in G10:
@mohfw_india
@docvjg
@narendramodi
@pmoindia
@drharshvardhan
@nsitharaman
@rahulgandhi
@rajdeeppoddar01
@vinodto34571805
@sshiningturtle


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