whyivax, Twitter, 4/25/2017 9:26:29 PM, 104381


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whyivax Twitter NodeXL SNA Map and Report for Tuesday, 25 April 2017 at 21:19 UTC
whyivax Twitter NodeXL SNA Map and Report for Tuesday, 25 April 2017 at 21:19 UTC
From:
scotpublichealth
Uploaded on:
April 25, 2017
Short Description:
whyivax via NodeXL http://bit.ly/2otnJxT
@ameracadpeds
@healthychildren
@trumpvsscience
@whyivax
@lisacostellowv
@heidimurkoff
@ewedmiston

Description:
Description
The graph represents a network of 647 Twitter users whose recent tweets contained "whyivax", 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 Tuesday, 25 April 2017 at 21:21 UTC.

The tweets in the network were tweeted over the 10-day, 0-hour, 40-minute period from Saturday, 15 April 2017 at 20:33 UTC to Tuesday, 25 April 2017 at 21:14 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 : 647
Unique Edges : 757
Edges With Duplicates : 357
Total Edges : 1114
Self-Loops : 123
Reciprocated Vertex Pair Ratio : 0.0185185185185185
Reciprocated Edge Ratio : 0.0363636363636364
Connected Components : 26
Single-Vertex Connected Components : 15
Maximum Vertices in a Connected Component : 602
Maximum Edges in a Connected Component : 1065
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.811248
Graph Density : 0.00197386365267656
Modularity : 0.504657
NodeXL Version : 1.0.1.379

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[35] https://www.healthychildren.org/English/safety-prevention/immunizations/Pages/Your-Babys-First-Vaccines.aspx
[33] https://www.aap.org/en-us/International/Pages/Immunizations.aspx
[31] http://immunizations.aap.org
[31] https://www.aap.org/en-us/aap-voices/Pages/Immunization-is-a-Simple-Proven-Tool-to-Protect-Our-Children.aspx
[27] https://www.healthychildren.org/English/safety-prevention/immunizations/Pages/Why-Immunize-Your-Child.aspx
[23] https://www.aap.org/en-us/aap-voices/Pages/It-Takes-a-Herd.aspx
[16] http://www.healthychildren.org/English/safety-prevention/immunizations/Pages/Child-Immunization-Schedule-Why-Is-It-Like-That.aspx
[14] http://www.healthychildren.org/english/safety-prevention/immunizations/Pages/default.aspx
[12] https://fb.me/3ai1NW7ls
[8] https://www.youtube.com/watch?v=g8_ZYyfpffo

Top URLs in Tweet in G1:
[28] https://www.aap.org/en-us/International/Pages/Immunizations.aspx
[28] https://www.aap.org/en-us/aap-voices/Pages/Immunization-is-a-Simple-Proven-Tool-to-Protect-Our-Children.aspx
[24] http://immunizations.aap.org
[21] https://www.aap.org/en-us/aap-voices/Pages/It-Takes-a-Herd.aspx
[12] http://www.healthychildren.org/english/safety-prevention/immunizations/Pages/default.aspx
[6] https://www.healthychildren.org/English/safety-prevention/immunizations/Pages/Your-Babys-First-Vaccines.aspx
[2] https://www.healthychildren.org/English/safety-prevention/immunizations/Pages/Why-Immunize-Your-Child.aspx
[1] https://twitter.com/i/web/status/855798753072214016
[1] https://twitter.com/i/web/status/856489243140653057
[1] https://twitter.com/i/web/status/856606356794638336

Top URLs in Tweet in G2:
[22] https://www.healthychildren.org/English/safety-prevention/immunizations/Pages/Your-Babys-First-Vaccines.aspx
[20] https://www.healthychildren.org/English/safety-prevention/immunizations/Pages/Why-Immunize-Your-Child.aspx
[15] http://www.healthychildren.org/English/safety-prevention/immunizations/Pages/Child-Immunization-Schedule-Why-Is-It-Like-That.aspx
[8] https://www.youtube.com/watch?v=g8_ZYyfpffo
[2] https://www.aap.org/en-us/International/Pages/Immunizations.aspx
[1] https://www.healthychildren.org/spanish/safety-prevention/immunizations/paginas/default.aspx
[1] https://twitter.com/i/web/status/855783666047492096
[1] https://twitter.com/i/web/status/855839939019370496
[1] https://twitter.com/i/web/status/856161113217667072
[1] https://twitter.com/i/web/status/856561120320122881

Top URLs in Tweet in G3:
[10] https://fb.me/3ai1NW7ls
[7] https://www.healthychildren.org/English/safety-prevention/immunizations/Pages/Your-Babys-First-Vaccines.aspx
[6] https://www.aap.org/en-us/advocacy-and-policy/aap-health-initiatives/immunization/Pages/default.aspx
[4] http://immunizations.aap.org
[3] https://immunizations.aap.org/
[2] https://www.healthychildren.org/English/safety-prevention/immunizations/Pages/Why-Immunize-Your-Child.aspx
[1] https://www.aap.org/en-us/International/Pages/Immunizations.aspx
[1] http://www.healthychildren.org/English/safety-prevention/immunizations/Pages/Child-Immunization-Schedule-Why-Is-It-Like-That.aspx
[1] https://twitter.com/i/web/status/856894184191438848
[1] http://www.unitypoint.org/blankchildrens/pedsgeekmd-article.aspx?id=ab2e8428-d15d-4ed0-90c7-b4b7f5facf78&A+Pediatrician

Top URLs in Tweet in G4:
[4] https://twitter.com/DrPanMD/status/854909519276724224
[3] https://twitter.com/Jo_Frost/status/854680987078320128
[3] http://www.philly.com/philly/health/topics/HealthDay721676_20170417_When_Parents_Get_Vaccinated__Their_Kids_Do_Too.html
[2] http://www.cnn.com/2017/04/18/health/frog-flu-virus-study/index.html
[2] http://myemail.constantcontact.com/Easter---Immunization-Ambassador-Newsletter.html?soid=1119629898478&aid=oO1YMCXdXXA
[2] https://twitter.com/heidimurkoff/status/856556517700517889
[2] https://twitter.com/drpanmd/status/855884866352799744
[2] https://twitter.com/globalmomschall/status/853971384086781953
[2] http://immunizationambassadors.com
[1] https://twitter.com/WhyImmunize/status/854735943852478464

Top URLs in Tweet in G5:
[2] http://scienceblogs.com/insolence/2017/04/13/sb-277-works-period-no-wonder-antivaxers-hate-it/
[2] https://www.voicesforvaccines.org/what-are-these-diseases-we-vaccinate-against/
[2] https://twitter.com/healthychildren/status/856561120320122881
[1] http://www.unitypoint.org/blankchildrens/pedsgeekmd-article.aspx?id=ab2e8428-d15d-4ed0-90c7-b4b7f5facf78&A+Pediatrician
[1] https://www.voicesforvaccines.org/podcast/
[1] http://mailchi.mp/voicesforvaccines/idk60a3pvb
[1] https://twitter.com/i/web/status/856576818437963776
[1] https://twitter.com/WhatToExpect/status/856127093528293376
[1] https://twitter.com/WithinReachWA/status/856568807996801026
[1] http://www.philly.com/philly/health/topics/HealthDay721676_20170417_When_Parents_Get_Vaccinated__Their_Kids_Do_Too.html

Top URLs in Tweet in G6:
[1] http://www.washingtonpost.com/news/to-your-health/wp/2017/04/17/why-its-a-bad-idea-to-space-out-your-childs-vaccination-shots/?tid=ss_tw
[1] http://paper.li/WillGarand/1311203564?edition_id=29dd7ed0-2861-11e7-924f-002590a5ba2d
[1] https://twitter.com/AmerAcadPeds/status/855881530014670849
[1] https://www.healthychildren.org/English/news/Pages/National-Infant-Immunization-Week.aspx
[1] https://twitter.com/i/web/status/856498036863905793
[1] http://paper.li/batterup/poolspasafety?edition_id=fda5f6a0-28ea-11e7-924f-002590a5ba2d
[1] http://s.cleveland.com/aT3aUnF
[1] http://paper.li/The_Carrs/1475093003?read=https%3A%2F%2Fwww.healthychildren.org%3A443%2FEnglish%2Fsafety%2Dprevention%2Fimmunizations%2FPages%2FWhy%2DImmunize%2DYour%2DChild.aspx
[1] https://twitter.com/i/web/status/856918236197261313
[1] https://www.youtube.com/watch?v=O16eQXk81zk&feature=youtu.be

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/856898850203807746
[1] https://twitter.com/LanreFalusi/status/840527735923580928
[1] https://twitter.com/SeattleMamaDoc/status/855843785846206466
[1] https://twitter.com/namd4kids/status/856144390674419713
[1] https://www.aap.org/en-us/aap-voices/Pages/Immunization-is-a-Simple-Proven-Tool-to-Protect-Our-Children.aspx
[1] https://fb.me/3ai1NW7ls

Top URLs in Tweet in G8:
[1] https://fb.me/3ai1NW7ls
[1] https://www.healthychildren.org/English/safety-prevention/immunizations/Pages/Why-Immunize-Your-Child.aspx
[1] https://twitter.com/thenamedicine/status/856573197063507968

Top URLs in Tweet in G9:
[1] http://www.docsmo.com/the-most-important-question-in-pediatrics-pedcast/
[1] https://twitter.com/i/web/status/856548044493533185
[1] http://www.docsmo.com/2015-lessons-learned-about-measles-pedcast/
[1] https://twitter.com/i/web/status/856547637348233217

Top URLs in Tweet in G10:
[1] http://animoto.com/play/i9Wg0x7a9oggBNxUMGkabQ?utm_campaign=one_click_share&utm_medium=share&utm_source=twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[127] aap.org
[100] healthychildren.org
[82] twitter.com
[12] fb.me
[10] youtube.com
[6] paper.li
[5] philly.com
[3] voicesforvaccines.org
[3] vaxopedia.org
[3] constantcontact.com

Top Domains in Tweet in G1:
[101] aap.org
[20] healthychildren.org
[6] twitter.com
[1] mommycallblog.com

Top Domains in Tweet in G2:
[59] healthychildren.org
[8] youtube.com
[7] twitter.com
[5] aap.org
[2] ow.ly

Top Domains in Tweet in G3:
[15] aap.org
[10] fb.me
[10] healthychildren.org
[3] twitter.com
[1] unitypoint.org
[1] philly.com
[1] wordpress.com

Top Domains in Tweet in G4:
[42] twitter.com
[3] constantcontact.com
[3] philly.com
[2] cnn.com
[2] huffingtonpost.com
[2] fiercepharma.com
[2] immunizationambassadors.com
[1] thunderclap.it
[1] youtube.com
[1] aap.org

Top Domains in Tweet in G5:
[5] twitter.com
[3] voicesforvaccines.org
[2] scienceblogs.com
[1] unitypoint.org
[1] mailchi.mp
[1] philly.com

Top Domains in Tweet in G6:
[3] paper.li
[3] twitter.com
[1] washingtonpost.com
[1] healthychildren.org
[1] cleveland.com
[1] youtube.com
[1] netflix.com

Top Domains in Tweet in G7:
[4] twitter.com
[1] aap.org
[1] fb.me

Top Domains in Tweet in G8:
[1] fb.me
[1] healthychildren.org
[1] twitter.com

Top Domains in Tweet in G9:
[2] docsmo.com
[2] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[860] whyivax
[306] ivax2protect
[184] vaccineswork
[111] niiw
[29] vaccines
[17] sciencemarch
[15] marchforscience
[15] publichealth
[14] immunizations
[12] niaw



Top Hashtags in Tweet in G1:
[392] whyivax
[170] ivax2protect
[67] vaccineswork
[14] niiw
[3] nodoubt
[3] tweetiatricians

Top Hashtags in Tweet in G2:
[141] whyivax
[44] ivax2protect
[29] niiw
[29] vaccineswork
[6] vax2protect
[1] shotofscience
[1] vaccination
[1] hb2249
[1] vaccines

Top Hashtags in Tweet in G3:
[103] whyivax
[20] vaccineswork
[15] ivax2protect
[14] niiw
[12] marchforscience
[10] publichealth
[10] sciencemarch
[10] niaw
[3] worldimmunizationweek2017
[3] vaccines

Top Hashtags in Tweet in G4:
[82] whyivax
[40] vaccineswork
[22] vaccines
[14] immunizations
[10] jnj
[7] uponeaglewings
[5] health
[5] sciencemarch
[4] patrun
[4] niiw

Top Hashtags in Tweet in G5:
[31] ivax2protect
[26] niiw
[25] whyivax
[12] vaccineswork
[5] iamtheherd
[3] vaxchant
[3] vaccinated
[3] vaccines
[2] sb277
[2] vaccine

Top Hashtags in Tweet in G6:
[13] whyivax
[6] ivax2protect
[2] vaccineswork
[1] worldimmunizationweek
[1] hpvfreeco
[1] niiw

Top Hashtags in Tweet in G7:
[24] whyivax
[6] vaccineswork
[5] protect
[5] children
[5] nationalinfantimmunizationweek
[4] niiw
[4] tweetiatrician
[3] aaplegcon
[1] ivax2protect
[1] marchforscience

Top Hashtags in Tweet in G8:
[22] whyivax
[14] ivax2protect
[2] vaccineswork
[2] tweetiatrician
[2] niiw
[2] aaplegcon
[1] marchforscience
[1] publichealth
[1] sciencemarch
[1] niaw

Top Hashtags in Tweet in G9:
[2] whyivax
[2] ivax2protect

Top Hashtags in Tweet in G10:
[2] vaxxed
[2] caleg
[2] niiw
[2] whyivax

Top Words
Top Words in Tweet in Entire Graph:
[580] Words in Sentiment List#1: Positive
[232] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[14964] Non-categorized Words
[15776] Total Words
[877] whyivax
[482] ameracadpeds
[406] vaccines
[380] week
[315] immunization

Top Words in Tweet in G1:
[392] whyivax
[377] ameracadpeds
[248] week
[204] immunization
[196] children
[170] ivax2protect
[158] vaccines
[146] pediatrician
[145] save
[145] lives

Top Words in Tweet in G2:
[148] vaccines
[141] whyivax
[113] healthychildren
[59] child
[47] week
[47] children
[45] more
[44] ivax2protect
[44] immunization
[44] healthy

Top Words in Tweet in G3:
[103] whyivax
[90] vax
[42] protect
[36] week
[34] vaccines
[33] ameracadpeds
[32] pediatricians
[32] diseases
[31] immunization
[30] child

Top Words in Tweet in G4:
[98] whyivax
[40] vaccineswork
[29] vaccines
[17] shotatlife
[16] 2
[15] charitymiles
[14] immunizations
[13] thx
[13] stchome
[10] jnj

Top Words in Tweet in G5:
[34] child
[31] ivax2protect
[26] niiw
[25] whyivax
[21] heidimurkoff
[19] children
[19] responsibility
[17] yes
[17] everywhere
[16] whyi

Top Words in Tweet in G6:
[13] whyivax
[6] ivax2protect
[3] children
[3] vaccines
[2] latest
[2] daily
[2] polio
[2] child
[2] disease
[2] lives

Top Words in Tweet in G7:
[24] whyivax
[22] week
[14] immunization
[13] national
[13] infant
[8] protect
[8] ameracadpeds
[7] children
[6] s
[6] ll

Top Words in Tweet in G8:
[22] whyivax
[14] ivax2protect
[12] vaccines
[11] ameracadpeds
[8] children
[8] protect
[7] kids
[7] vaccinate
[6] vaccinated
[5] preventable

Top Words in Tweet in G9:
[2] babies
[2] shots
[2] whyivax
[2] ivax2protect
[2] aap
[2] ncpeds
[2] tweetiatrician
[2] davhill

Top Words in Tweet in G10:
[2] answering
[2] dr
[2] poland
[2] tannersdad
[2] jimcarrey
[2] housefloor
[2] latimes
[2] benallenca
[2] vaxxed
[2] caleg

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[249] whyivax,ivax2protect
[197] immunization,week
[191] save,lives
[190] infant,immunization
[189] vaccines,save
[188] national,infant
[187] healthy,whyivax
[182] keep,children
[182] children,healthy
[182] week,week

Top Word Pairs in Tweet in G1:
[166] whyivax,ivax2protect
[145] vaccines,save
[142] save,lives
[141] pediatricians,know
[141] know,vaccines
[141] lives,help
[141] help,keep
[141] keep,children
[141] children,healthy
[141] healthy,whyivax

Top Word Pairs in Tweet in G2:
[42] delaying,child's
[42] child's,vaccines
[42] vaccines,refusing
[42] refusing,vaccines
[42] vaccines,leaves
[42] leaves,child
[42] child,vulnerable
[42] vulnerable,puts
[42] puts,others
[42] others,risk

Top Word Pairs in Tweet in G3:
[21] immunization,week
[21] preventable,diseases
[20] pediatricians,agree
[20] agree,better
[20] better,way
[20] way,protect
[20] protect,child
[20] child,preventable
[20] diseases,vaccination
[20] vaccination,whyivax

Top Word Pairs in Tweet in G4:
[13] charitymiles,shotatlife
[12] whyivax,vaccineswork
[11] whyivax,whyivax
[10] shotatlife,thx
[10] thx,2
[10] 2,jnj
[10] jnj,donateaphoto
[9] whyivax,vaccines
[9] vaccineswork,vaccines
[7] vaccines,immunizations

Top Word Pairs in Tweet in G5:
[17] yes,ivax2protect
[17] ivax2protect,children
[17] children,child
[17] child,everywhere
[17] everywhere,child
[17] child,responsibility
[17] responsibility,niiw
[16] heidimurkoff,yes
[16] niiw,whyi
[8] ivax2protect,whyivax

Top Word Pairs in Tweet in G6:
[4] whyivax,ivax2protect
[2] daily,whyivax

Top Word Pairs in Tweet in G7:
[13] national,infant
[13] infant,immunization
[13] immunization,week
[9] week,week
[6] protect,children
[6] ameracadpeds,s
[6] s,national
[6] week,ll
[6] ll,sharing
[6] sharing,pediatrician

Top Word Pairs in Tweet in G8:
[7] whyivax,ivax2protect
[6] vaccinate,protect
[5] preventable,diseases
[5] whyivax,ameracadpeds
[5] protect,babies
[5] babies,young
[5] young,certain
[5] certain,vaccines
[5] vaccines,depend
[5] depend,vaccinated

Top Word Pairs in Tweet in G9:
[2] shots,whyivax
[2] whyivax,ivax2protect
[2] ivax2protect,aap
[2] aap,ncpeds
[2] ncpeds,tweetiatrician
[2] tweetiatrician,davhill

Top Word Pairs in Tweet in G10:
[2] answering,dr
[2] dr,poland
[2] poland,tannersdad
[2] tannersdad,jimcarrey
[2] jimcarrey,housefloor
[2] housefloor,latimes
[2] latimes,benallenca
[2] benallenca,vaxxed
[2] vaxxed,caleg
[2] caleg,niiw

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@ameracadpeds
@healthychildren
@dr_hansa
@lisacostellowv
@rheaboydmd
@heidimurkoff
@shotatlife
@whyivax
@drjessierin
@charitymiles

Top Mentioned in G1:
@ameracadpeds
@dr_hansa
@rheaboydmd
@healthychildren
@cornerstone_ped
@valeriebsmithmd
@jeanmoorjani
@heidimurkoff
@lisacostellowv

Top Mentioned in G2:
@healthychildren
@ameracadpeds
@eliza_varadi
@aapninossanos
@dr_hansa
@rheaboydmd
@clairebocchini

Top Mentioned in G3:
@ameracadpeds
@lisacostellowv
@drjessierin
@drpanmd
@healthychildren
@aapsopt
@navsaria
@amurthymd
@dblumbergpedsid
@pkshaw1

Top Mentioned in G4:
@shotatlife
@whyivax
@charitymiles
@stchome
@donateaphoto
@pattillmanfnd
@ewedmiston
@immslink
@ms_quidera
@michellebonjou1

Top Mentioned in G5:
@heidimurkoff
@voices4vaccines
@ameracadpeds
@pedsgeekmd
@immslink

Top Mentioned in G7:
@ameracadpeds
@kpkiddoc
@billnye
@lanrefalusi
@jschreiberdo
@lisacostellowv
@dr_hansa
@drpanmd
@drjessierin

Top Mentioned in G8:
@ameracadpeds
@jeanmoorjani
@drvsalcedo
@cdcflu
@healthychildren
@lisacostellowv
@annetalbot_md
@drpanmd
@namd4kids

Top Mentioned in G9:
@aap
@ncpeds
@tweetiatrician
@davhill
@pediacast

Top Mentioned in G10:
@tannersdad
@jimcarrey
@housefloor
@latimes
@benallenca
@healthyown

Top Tweeters
Top Tweeters in Entire Graph:
@yayayarndiva
@semanticearth
@tannersdad
@abc15
@gareth245
@saludhealthinfo
@latimes
@sincerely_steff
@lizditz
@cnn

Top Tweeters in G1:
@yayayarndiva
@semanticearth
@saludhealthinfo
@sincerely_steff
@alejacremonte
@doritmi
@dchou1107
@bastakif
@jmoussatche
@blue_wode

Top Tweeters in G2:
@curutchetpb
@carolinafan1982
@relativebrain
@babydok123
@iambiotech
@bradrachelbart1
@bp1458
@aradultimmdoc
@jyeh29
@knwachter

Top Tweeters in G3:
@pmm526
@webmdehra
@aileennc_
@feefer2
@drnwando
@ecologicalnet
@soshousecall
@navsaria
@nerissabauer
@cmaphysicians

Top Tweeters in G4:
@abc15
@cnn
@trumpvsscience
@toneitup
@dougtammaro
@newsmanbluesman
@globalmomschall
@charitymiles
@cdcgov
@shotatlife

Top Tweeters in G5:
@gareth245
@lizditz
@kath2cats
@whattoexpect
@heidimurkoff
@austintemple24
@thereal_truther
@ei9iw
@voices4vaccines
@vaxambassadors

Top Tweeters in G6:
@hollypavlika
@the_carrs
@batterup
@biotechdocs
@willgarand
@suannekowal
@kresslypeds
@jjaylynny
@draparnabole
@amandakrupa

Top Tweeters in G7:
@karlsonkin
@dr_scottk
@kpkiddoc
@jschreiberdo
@billnye
@nbbeers
@kpsantacruz
@lanrefalusi
@drmary84
@dr_melchert

Top Tweeters in G8:
@namd4kids
@cdcflu
@jeanmoorjani
@saralreinoso
@drvsalcedo
@botkinnatalie
@annetalbot_md
@drryanhassan
@joezickafoose
@beccamez

Top Tweeters in G9:
@pediacast
@davhill
@ncpeds
@docsmo
@tweetiatrician
@aap

Top Tweeters in G10:
@tannersdad
@latimes
@housefloor
@healthyown
@jimcarrey
@benallenca