#DoctorsSpeakUp, Twitter, 2/15/2020 12:03:21 AM, 221174


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#DoctorsSpeakUp_2020-02-14_15-56-56.xlsx
#DoctorsSpeakUp_2020-02-14_15-56-56.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
February 15, 2020
Short Description:
#DoctorsSpeakUp via NodeXL http://bit.ly/38s5cok
@drtoddwo
@thepedimom
@rachelalter007
@zdoggmd
@nicoleb_md
@shotsheard
@casparkashkin
@kidoctr
@stevensalzberg1
@dryeyemaster

Top hashtags:
#doctorsspeakup
#vaccinessavelives
#vaccineswork
#vaccines
#pediatriktok

Description:
Description
The graph represents a network of 254 Twitter users whose recent tweets contained "#DoctorsSpeakUp", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 14 February 2020 at 23:57 UTC.

The tweets in the network were tweeted over the 8-day, 19-hour, 56-minute period from Thursday, 06 February 2020 at 01:32 UTC to Friday, 14 February 2020 at 21:28 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 : 254
Unique Edges : 664
Edges With Duplicates : 219
Total Edges : 883
Number of Edge Types : 5
MentionsInRetweet : 555
Replies to : 37
Mentions : 170
Retweet : 96
Tweet : 25
Self-Loops : 26
Reciprocated Vertex Pair Ratio : 0.0339943342776204
Reciprocated Edge Ratio : 0.0657534246575342
Connected Components : 9
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 185
Maximum Edges in a Connected Component : 783
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.778639
Graph Density : 0.0113597460396502
Modularity : 0.496643
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 254 Twitter users whose recent tweets contained "#DoctorsSpeakUp", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 14 February 2020 at 23:57 UTC.

The tweets in the network were tweeted over the 8-day, 19-hour, 56-minute period from Thursday, 06 February 2020 at 01:32 UTC to Friday, 14 February 2020 at 21:28 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 : TwitterSearch
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:
[6] https://nypost.com/2020/02/07/4-year-old-colorado-boy-dies-from-flu-after-mom-took-facebook-anti-vax-group-tips/
[4] https://vaxxter.com/vaccines-2020-big-pharmas-admissions-of-fraud/
[3] https://www.youtube.com/watch?v=Fz2Q0Fz3he8

[2] https://twitter.com/ZDoggMD/status/1226305884613218305
[2] https://twitter.com/drfixus/status/1225374150795124736
[1] https://twitter.com/DrToddWo/status/1225616499651510272
[1] https://twitter.com/First_Focus/status/1227975977894129675
[1] https://www.healthychildren.org/English/safety-prevention/immunizations/Pages/Why-Immunize-Your-Child.aspx
[1] https://www.nbcwashington.com/news/health/frederick-parents-urge-flu-awareness-after-loss-of-son/2214119/
[1] https://medium.com/microbial-instincts/the-microbial-art-of-invading-the-blood-brain-barrier-b1c03904f63c?source=twitterShare-1f1ae03f0c54-1581342965&_branch_match_id=link-755414024225162850

Top URLs in Tweet in G1:
[5] https://nypost.com/2020/02/07/4-year-old-colorado-boy-dies-from-flu-after-mom-took-facebook-anti-vax-group-tips/
[1] https://twitter.com/kidspluspgh/status/1225819739144048645
[1] https://zdoggmd.com/doctors-speak-up/
[1] https://twitter.com/suannekowal/status/1225598856550912000
[1] https://twitter.com/kidoctr/status/1224762867452432384
[1] https://twitter.com/DrToddWo/status/1225616499651510272
[1] https://twitter.com/DrToddWo/status/1225420689324285953
[1] https://twitter.com/MarJali10/status/1221431441805991937
[1] https://twitter.com/drfixus/status/1225374150795124736

Top URLs in Tweet in G2:
[3] https://www.youtube.com/watch?v=Fz2Q0Fz3he8

[1] https://twitter.com/NicoleB_MD/status/1226539791778504704
[1] https://twitter.com/nicoleb_md/status/1226540199066427396
[1] https://twitter.com/aneinternationa/status/1226797370899193863
[1] https://twitter.com/DrToddWo/status/1226598984359301120
[1] https://twitter.com/drfixus/status/1225374164657299457
[1] https://twitter.com/ZDoggMD/status/1226305884613218305
[1] https://twitter.com/CodaStory/status/1225407544564289536
[1] https://twitter.com/First_Focus/status/1227975977894129675

Top URLs in Tweet in G3:
[1] https://www.youtube.com/watch?v=zG5ZMHeHMlM

[1] https://twitter.com/Wallace_Noll/status/1227173739038593024

Top URLs in Tweet in G6:
[4] https://vaxxter.com/vaccines-2020-big-pharmas-admissions-of-fraud/
[1] https://twitter.com/NjReligious/status/1226194956831936512
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4718337/

Top URLs in Tweet in G7:
[1] https://nypost.com/2020/02/07/4-year-old-colorado-boy-dies-from-flu-after-mom-took-facebook-anti-vax-group-tips/

Top URLs in Tweet in G8:
[1] https://twitter.com/MattieRheumMD/status/1225972946323333154

Top URLs in Tweet in G9:
[1] https://twitter.com/ZDoggMD/status/1226305884613218305

Top URLs in Tweet in G10:
[1] https://twitter.com/drfixus/status/1225374150795124736
[1] https://twitter.com/DrToddWo/status/1225744862856785920
[1] https://www.healthychildren.org/English/safety-prevention/immunizations/Pages/Why-Immunize-Your-Child.aspx
[1] https://www.nbcwashington.com/news/health/frederick-parents-urge-flu-awareness-after-loss-of-son/2214119/

Top Domains
Top Domains in Tweet in Entire Graph:
[21] twitter.com
[6] nypost.com
[4] vaxxter.com
[4] youtube.com
[1] healthychildren.org
[1] nbcwashington.com
[1] medium.com
[1] nih.gov
[1] zdoggmd.com

Top Domains in Tweet in G1:
[7] twitter.com
[5] nypost.com
[1] zdoggmd.com

Top Domains in Tweet in G2:
[8] twitter.com
[3] youtube.com

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

Top Domains in Tweet in G6:
[4] vaxxter.com
[1] twitter.com
[1] nih.gov

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

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

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

Top Domains in Tweet in G10:
[2] twitter.com
[1] healthychildren.org
[1] nbcwashington.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[154] doctorsspeakup
[90] vaccinessavelives
[58] vaccineswork
[27] vaccines
[21] pediatriktok
[15] tweetiatrician
[14] antivaxx
[13] science
[7] antivaxxers
[7] vaxfactsfebruary



Top Hashtags in Tweet in G1:
[33] doctorsspeakup
[24] vaccinessavelives
[21] vaccineswork
[12] antivaxx
[8] science
[8] tweetiatrician
[6] vaxfactsfebruary
[4] vaccines
[3] herdimmunity
[3] community

Top Hashtags in Tweet in G2:
[67] doctorsspeakup
[54] vaccinessavelives
[18] vaccineswork
[5] antivaxxers
[4] science
[3] medtwitter
[3] somedocs
[3] tweetiatrician
[3] vaccines
[2] antivaxx

Top Hashtags in Tweet in G3:
[28] doctorsspeakup
[21] pediatriktok
[17] vaccines
[1] patientsarenotfaking
[1] vaccineswork
[1] autism
[1] vaccinescauseautism
[1] wedonotconsent
[1] freedomfighters

Top Hashtags in Tweet in G4:
[1] doctorsspeakup

Top Hashtags in Tweet in G5:
[4] doctorsspeakup
[2] vaccinessavelives
[1] familiesspeakup
[1] aneandus

Top Hashtags in Tweet in G6:
[4] who
[4] doctorsspeakup
[2] study
[2] vaccinesafetysummit
[2] vaccinefailures
[2] nopostmarketingsurveilance
[1] religiousfreedom
[1] evidencebasedmedicine
[1] somedocs
[1] vaccines

Top Hashtags in Tweet in G7:
[11] vaccineswork
[7] vaccinessavelives
[5] doctorsspeakup
[1] antivaxxers
[1] provaxx
[1] evidencebased
[1] science

Top Hashtags in Tweet in G8:
[4] healthinsurance
[4] profits
[4] patients
[3] pbms
[2] doctorsspeakup
[1] patientadvocate
[1] pbm
[1] patientadvocacy

Top Hashtags in Tweet in G9:
[2] vaccineswork
[2] doctorsspeakup
[2] tweetiatrician
[2] kidsfirst
[1] pediatrics
[1] vaccinessavelives

Top Hashtags in Tweet in G10:
[4] doctorsspeakup
[2] vaccinate
[1] vaxfactsfebruary
[1] vaccineswork
[1] vaccinessavelives
[1] tweetiatrician
[1] prevention
[1] healthykids
[1] aap
[1] tpgpediatrics

Top Words
Top Words in Tweet in Entire Graph:
[231] Words in Sentiment List#1: Positive
[158] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[6905] Non-categorized Words
[7294] Total Words
[254] #doctorsspeakup
[114] #vaccinessavelives
[81] 5th
[80] #vaccineswork
[79] march

Top Words in Tweet in G1:
[63] #doctorsspeakup
[34] shotsheard
[33] #vaccinessavelives
[30] #vaccineswork
[28] drtoddwo
[21] doritmi
[18] thepedimom
[17] nicoleb_md
[15] zdoggmd
[14] thank

Top Words in Tweet in G2:
[79] #doctorsspeakup
[63] #vaccinessavelives
[52] march
[52] 5th
[42] zdoggmd
[39] drtoddwo
[36] nicoleb_md
[35] ameracadpeds
[35] immunizeco
[33] drpanmd

Top Words in Tweet in G3:
[50] #doctorsspeakup
[40] #pediatriktok
[21] social
[21] media
[21] march
[21] 5th
[21] kids
[17] tik
[17] tok
[17] docs

Top Words in Tweet in G4:
[66] medical
[44] doctor
[22] give
[22] few
[22] years
[22] currently
[22] public
[22] health
[22] professional
[22] student

Top Words in Tweet in G5:
[5] ameracadpeds
[4] #doctorsspeakup
[3] nicoleb_md
[3] zdoggmd
[3] colorado_aap
[3] drpanmd
[3] cabanam
[3] immunizeco
[3] somedocs
[3] aafp

Top Words in Tweet in G6:
[7] #doctorsspeakup
[5] njsendems
[4] vaccines
[4] 2020
[4] big
[4] pharma
[4] admissions
[4] fraud
[4] #who
[4] #vaccinesafetysummit

Top Words in Tweet in G7:
[14] #doctorsspeakup
[12] #vaccineswork
[12] #vaccinessavelives
[11] 20
[11] join
[11] under
[8] #science
[7] huge
[7] thx
[7] kidoctr

Top Words in Tweet in G8:
[4] time
[4] curtain
[4] back
[4] greed
[4] #healthinsurance
[4] put
[4] #profits
[4] over
[4] #patients
[4] #doctorsspeakup

Top Words in Tweet in G9:
[2] march
[2] 5th
[2] #vaccineswork
[2] #doctorsspeakup
[2] nysaapch2
[2] eveamk
[2] saemak
[2] #tweetiatrician
[2] #kidsfirst
[2] #pediatrics

Top Words in Tweet in G10:
[4] #doctorsspeakup
[2] #vaccinate

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[78] march,5th
[46] #doctorsspeakup,#vaccinessavelives
[43] drpanmd,cabanam
[43] cabanam,immunizeco
[41] #vaccineswork,#vaccinessavelives
[40] 5th,#doctorsspeakup
[37] nicoleb_md,drtoddwo
[36] social,media
[33] ameracadpeds,nicoleb_md
[32] #vaccinessavelives,ameracadpeds

Top Word Pairs in Tweet in G1:
[19] #vaccineswork,#vaccinessavelives
[18] thepedimom,doritmi
[12] thank,shotsheard
[12] shotsheard,amazing
[12] amazing,volunteers
[12] volunteers,helped
[12] helped,#antivaxx
[12] #antivaxx,attack
[12] attack,last
[12] last,month

Top Word Pairs in Tweet in G2:
[52] march,5th
[34] #doctorsspeakup,#vaccinessavelives
[34] nicoleb_md,drtoddwo
[33] 5th,#doctorsspeakup
[33] drpanmd,cabanam
[33] cabanam,immunizeco
[30] #vaccinessavelives,ameracadpeds
[30] ameracadpeds,nicoleb_md
[28] drtoddwo,zdoggmd
[28] zdoggmd,drpanmd

Top Word Pairs in Tweet in G3:
[23] #pediatriktok,#doctorsspeakup
[21] social,media
[21] march,5th
[17] tik,tok
[17] tok,docs
[17] docs,remind
[17] remind,pennywise
[17] pennywise,kind
[17] kind,goofy
[17] goofy,fun

Top Word Pairs in Tweet in G4:
[22] doctor,give
[22] give,few
[22] few,years
[22] years,currently
[22] currently,public
[22] public,health
[22] health,professional
[22] professional,medical
[22] medical,student
[22] student,support

Top Word Pairs in Tweet in G5:
[3] nicoleb_md,zdoggmd
[3] zdoggmd,colorado_aap
[3] colorado_aap,ameracadpeds
[3] ameracadpeds,drpanmd
[3] drpanmd,cabanam
[3] cabanam,immunizeco
[3] aafp,cossi_vaccine
[3] cossi_vaccine,ipaworldorg
[3] ipaworldorg,vaccineuk
[3] vaccineuk,sabinvaccine

Top Word Pairs in Tweet in G6:
[4] vaccines,2020
[4] 2020,big
[4] big,pharma
[4] pharma,admissions
[4] admissions,fraud
[4] fraud,#who
[4] #who,#vaccinesafetysummit
[4] #vaccinesafetysummit,#vaccinefailures
[4] #vaccinefailures,#nopostmarketingsurveilance
[4] #nopostmarketingsurveilance,#doctorsspeakup

Top Word Pairs in Tweet in G7:
[12] #vaccineswork,#vaccinessavelives
[7] huge,thx
[7] thx,kidoctr
[7] kidoctr,posting
[7] posting,stevensalzberg1
[7] stevensalzberg1,writing
[7] writing,piece
[7] piece,#vaccineswork
[7] #vaccinessavelives,20
[7] 20,under

Top Word Pairs in Tweet in G8:
[4] #healthinsurance,put
[4] put,#profits
[4] #profits,over
[4] over,#patients
[4] #patients,#doctorsspeakup
[4] aetna,cvspharmacy
[3] time,curtain
[3] curtain,pulled
[3] pulled,back
[3] back,show

Top Word Pairs in Tweet in G9:
[2] march,5th
[2] 5th,#vaccineswork
[2] #vaccineswork,#doctorsspeakup
[2] #doctorsspeakup,nysaapch2
[2] nysaapch2,eveamk
[2] eveamk,saemak
[2] saemak,#tweetiatrician
[2] #tweetiatrician,#kidsfirst
[2] #kidsfirst,#pediatrics
[2] #pediatrics,#vaccinessavelives

Top Replied-To
Top Replied-To in Entire Graph:
@nicoleb_md
@zdoggmd
@drtoddwo
@njsendems
@democratfed
@kevin_tuttle76
@davhill
@liamschubel
@nodexl
@theparadocsshow

Top Replied-To in G1:
@nicoleb_md
@zdoggmd
@drtoddwo
@nodexl
@theparadocsshow
@codastory
@onevaxxednurse

Top Replied-To in G2:
@zdoggmd
@davhill
@nicoleb_md

Top Replied-To in G3:
@kevin_tuttle76
@liamschubel

Top Replied-To in G5:
@nicoleb_md
@drtoddwo

Top Replied-To in G6:
@njsendems
@democratfed
@jamelholley

Top Replied-To in G8:
@darrellwhite

Top Mentioned
Top Mentioned in Entire Graph:
@drtoddwo
@zdoggmd
@nicoleb_md
@ameracadpeds
@immunizeco
@drpanmd
@cabanam
@shotsheard
@colorado_aap
@doritmi

Top Mentioned in G1:
@shotsheard
@drtoddwo
@doritmi
@thepedimom
@zdoggmd
@nicoleb_md
@ameracadpeds
@drpanmd
@cabanam
@immunizeco

Top Mentioned in G2:
@drtoddwo
@zdoggmd
@ameracadpeds
@immunizeco
@nicoleb_md
@drpanmd
@cabanam
@colorado_aap
@alliedphysgroup
@shotsheard

Top Mentioned in G3:
@delbigtree
@childrenshd
@unhealthytruth

Top Mentioned in G5:
@zdoggmd
@colorado_aap
@ameracadpeds
@drpanmd
@cabanam
@immunizeco
@somedocs
@aafp
@cossi_vaccine
@ipaworldorg

Top Mentioned in G6:
@govmurphy
@firstladynj
@njdsc
@njsendems
@njassemblygop
@newjerseydoe
@nj1015
@jamelholley
@vingopal

Top Mentioned in G7:
@kidoctr
@stevensalzberg1
@zdoggmd
@codastory
@shotsheard

Top Mentioned in G8:
@aetna
@cvspharmacy
@uhc
@senatefloor
@cvshealth
@zdoggmd
@amermedicalassn

Top Mentioned in G9:
@nysaapch2
@eveamk
@saemak

Top Tweeters
Top Tweeters in Entire Graph:
@andrewmorrisuk
@aspiesmom
@dalybeauty
@doritmi
@edzardernst
@lalaruefrench75
@headlinejuice
@lamed_vav
@profluigimarino
@12milegeo

Top Tweeters in G1:
@doritmi
@wendyorent
@gorskon
@choo_ek
@scleroplex
@thesciencevort1
@jennifermeyer6
@hardsci
@chrisjohnsonmd
@aetiology

Top Tweeters in G2:
@dalybeauty
@haplessbeignet
@grumpyolddoc
@ozsilverfox
@deannamarie208
@alastairmca30
@drgruralmd
@babydok123
@gracecordovano
@drmiguelperales

Top Tweeters in G3:
@andrewmorrisuk
@aspiesmom
@lalaruefrench75
@headlinejuice
@danaelizabeth69
@gnobreakthrough
@just4thecause
@flatplanejayne
@and_kell
@patriot7842

Top Tweeters in G4:
@12milegeo
@carydier
@emily_baker
@bwdaly
@onebiskuit
@assiduousrabbit
@tomalb88
@sbrevipes
@beckeew
@babydoc1717

Top Tweeters in G5:
@who
@aafp
@cdcgov
@vaccineuk
@somedocs
@nmatweets
@sabinvaccine
@nurseswhovax
@vaxyourfam
@momswhovax

Top Tweeters in G6:
@lamed_vav
@nj1015
@jamelholley
@democratfed
@njdsc
@njassemblygop
@njsendems
@govmurphy
@vingopal
@lex55747486

Top Tweeters in G7:
@edzardernst
@kidoctr
@aradultimmdoc
@mahealthforkids
@eusticethesheep
@apeykoff
@drpchouinard
@codastory
@drwandafiler
@vaccinatein

Top Tweeters in G8:
@profluigimarino
@cvspharmacy
@garand_f
@amermedicalassn
@darrellwhite
@aetna
@senatefloor
@cvshealth
@uhc
@dryeyemaster

Top Tweeters in G9:
@nysaapch2
@eveamk
@drsarasiddiqui1
@saemak

Top Tweeters in G10:
@mem_somerville
@patientsanddocs
@tpgnova