Polio, Twitter, 1/13/2023 2:58:41 AM, 287874


FAQ | Problem?

Polio_2023-01-12_18-37-08.xlsx
Polio_2023-01-12_18-37-08.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 13, 2023
Short Description:
Polio via NodeXL https://bit.ly/3H0ALcx
@gunnelswarren
@sensanders
@jaysonpeters
@cdcgov
@bylenasun
@doritmi
@aspalaasnasntyr
@jordandoll7
@scary7dr
@carlsmythe

Top hashtags:
#endpolio
#polio
#children
#fairshare
#rougeole
#vaccineswork
#rt
#atención
#measles

Description:
Description
The graph represents a network of 5,717 Twitter users whose recent tweets contained "Polio", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/12/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 13 January 2023 at 02:52 UTC.

The tweets in the network were tweeted over the 1679-day, 8-hour, 18-minute period from Friday, 08 June 2018 at 16:41 UTC to Friday, 13 January 2023 at 01:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 5717
Unique Edges : 1544
Edges With Duplicates : 10625
Total Edges : 12169
Number of Edge Types : 8
Retweet : 4332
MentionsInRetweet : 4665
MentionsInReplyTo : 1987
Replies to : 752
Tweet : 247
Mentions : 121
Quote : 50
MentionsInQuote : 15
Self-Loops : 353
Reciprocated Vertex Pair Ratio : 0.020597157911544
Reciprocated Edge Ratio : 0.0403629536921151
Connected Components : 386
Single-Vertex Connected Components : 90
Maximum Vertices in a Connected Component : 3941
Maximum Edges in a Connected Component : 8279
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 2.801026
Graph Density : 0.0001956033795074
Modularity : 0.447553
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,717 Twitter users whose recent tweets contained "Polio", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/12/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 13 January 2023 at 02:52 UTC.

The tweets in the network were tweeted over the 1679-day, 8-hour, 18-minute period from Friday, 08 June 2018 at 16:41 UTC to Friday, 13 January 2023 at 01:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : Polio
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:
[44] https://www.washingtonpost.com/health/2023/01/12/childhood-vaccination-rates-measles-chickenpox-polio/
[40] https://www.usatoday.com/story/news/health/2023/01/12/childhood-vaccination-rates-drop/11039032002/
[7] https://twitter.com/UNICEF/status/1613536525400129536/video/1
[6] https://twitter.com/PolioFreeAfghan/status/1601903655493435394/photo/1
[5] https://finlex.fi/fi/oikeus/kko/kko/1995/19950053?search%5Btype%5D=pika&search%5Bpika%5D=Polio
[5] https://twitter.com/BillGates/status/1613601550345338881
[4] https://www.edicionmedica.ec/secciones/salud-publica/4-millones-de-menores-seran-vacunados-contra-la-rubeola-sarampion-y-polio-en-ecuador--100073
[4] https://twitter.com/PvanHouwelingen/status/1613474151544815616/photo/1
[4] https://twitter.com/creation247/status/1613188391268683777
[4] https://twitter.com/k_fro57/status/1613679697765842944/photo/1

Top URLs in Tweet in G1:
[1] https://twitter.com/gunnelswarren/status/1613268021300326400

Top URLs in Tweet in G2:
[1] https://www.youtube.com/watch?v=erHXKP386Nk&feature=youtu.be

[1] https://twitter.com/SenSanders/status/1612973678953734144
[1] https://www.youtube.com/watch?v=vi4DQlsjs0A&feature=youtu.be


Top URLs in Tweet in G3:
[4] https://twitter.com/BillGates/status/1613601550345338881
[4] http://www.facebook.com/pages/p/326393544672935
[3] https://twitter.com/EndPolioNow/status/1613296356700848130
[2] https://twitter.com/BillGates/status/1590826702502236160/photo/1
[2] https://twitter.com/MitchNicholsJr/status/1613602959010430977/photo/1
[2] https://twitter.com/billgates/status/1613601550345338881
[1] https://twitter.com/BillGates/status/1581000867943440384/video/1
[1] https://www.youtube.com/watch?v=c1yxsYCn8Mw&sf174375045=1

[1] https://www.gatesfoundation.org/ideas/media-center/press-releases/2022/10/world-health-summit-gates-foundation-commits-over-one-billion-to-end-polio
[1] https://polioeradication.org/news-post/in-afghanistan-communities-keep-an-eye-out-for-polio-in-one-of-the-viruss-last-frontiers/

Top URLs in Tweet in G4:
[3] https://www.washingtonpost.com/health/2023/01/12/childhood-vaccination-rates-measles-chickenpox-polio/
[2] https://www.cdc.gov/mmwr/volumes/72/wr/mm7202a2.htm?s_cid=mm7202a2_w
[1] https://twitter.com/DrNeilStone/status/1613614945454723088/photo/1
[1] https://twitter.com/HelenBranswell/status/1613628341923332097
[1] https://twitter.com/Alexander_Tin/status/1613597048997019652/photo/1
[1] https://twitter.com/dtkeating/status/1613624337915084800/photo/1
[1] https://www.statnews.com/2023/01/12/routine-vaccinations-kindergartners/
[1] https://twitter.com/bylenasun/status/1613621206191861761
[1] https://twitter.com/LostTogetherCda/status/1613599616737611776/photo/1
[1] https://twitter.com/Keubiko/status/1613696246664814593/photo/1

Top URLs in Tweet in G5:
[25] https://www.washingtonpost.com/health/2023/01/12/childhood-vaccination-rates-measles-chickenpox-polio/
[4] https://twitter.com/RadioElshinta/status/1597922775381200898/photo/1
[4] https://www.edicionmedica.ec/secciones/salud-publica/4-millones-de-menores-seran-vacunados-contra-la-rubeola-sarampion-y-polio-en-ecuador--100073
[3] https://www.usatoday.com/story/news/health/2023/01/12/childhood-vaccination-rates-drop/11039032002/
[2] https://twitter.com/fr_hossain/status/1613657166631821314/photo/1
[2] https://www.washingtonpost.com/health/2023/01/12/childhood-vaccination-rates-measles-chickenpox-polio/?utm_source=alert&utm_medium=email&utm_campaign=wp_news_alert_revere&location=alert
[2] https://twitter.com/lynxxtears/status/1613675710190583810/photo/1
[2] https://childrenshealthdefense.org/defender/cancer-causing-simian-monkey-virus-polio-vaccines/
[2] https://thevaccinereaction.org/2016/06/bernice-eddy-warned-of-defective-salk-polio-vaccine/
[2] https://www.flipa.net/la-vacuna-contra-la-polio-y-el-origen-del-sida/

Top URLs in Tweet in G6:
[2] https://reseauinternational.net/la-grande-fraude-a-la-polio-aujourdhui-comme-hier/
[1] https://rwmalonemd.substack.com/p/the-dilemma-of-the-vaccinated
[1] https://twitter.com/RWMaloneMD/status/1613545958993809408/photo/1
[1] https://childrenshealthdefense.org/defender/pfizer-scott-gottlieb-censor-twitter-natural-immunity-covid-risk-et/
[1] https://twitter.com/BobShaver9/status/1613500010003562500/photo/1
[1] https://twitter.com/DennySig/status/1613584025540759552/photo/1
[1] https://twitter.com/Rayme_Treudeau/status/1613646453099962390/photo/1
[1] https://twitter.com/rwmalonemd/status/1613545958993809408

Top URLs in Tweet in G7:
[6] https://twitter.com/PolioFreeAfghan/status/1601903655493435394/photo/1
[4] https://twitter.com/PolioFreeAfghan/status/1610491642955591680/photo/1
[3] https://twitter.com/PolioFreeAfghan/status/1609056079496749057/photo/1
[1] https://twitter.com/PolioFreeAfghan/status/1613403887058432000/photo/1
[1] https://www.acbar.org/jobs/103128/provincial-communication-officers-pcopolio-health-femal.jsp
[1] https://www.acbar.org/jobs/103127/district-communication-officer-dcopolio-health-femal.jsp
[1] https://twitter.com/PolioFreeAfghan/status/1613556630326771712/photo/1

Top URLs in Tweet in G8:
[1] https://twitter.com/greg_travis/status/1613360932746588161/photo/1
[1] https://twitter.com/Scary7Dr/status/1613440084405276672/photo/1

Top URLs in Tweet in G10:
[31] https://www.usatoday.com/story/news/health/2023/01/12/childhood-vaccination-rates-drop/11039032002/
[1] https://www.usatoday.com/story/sports/media/2023/01/11/former-espn-anchor-allison-williams-sues-network-over-vaccine-mandate/11035303002/
[1] https://www.azcentral.com/story/news/health/2023/01/12/childhood-vaccination-rates-drop/11039032002/
[1] https://www.usatoday.com/story/news/health/2023/01/12/childhood-vaccination-rates-drop/11039032002/?utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/BirdOwl/status/1613639720147509250/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[262] twitter.com
[50] washingtonpost.com
[42] usatoday.com
[8] youtube.com
[6] cdc.gov
[5] nih.gov
[5] finlex.fi
[5] facebook.com
[4] edicionmedica.ec
[4] statnews.com

Top Domains in Tweet in G1:
[1] twitter.com

Top Domains in Tweet in G2:
[2] youtube.com
[1] twitter.com

Top Domains in Tweet in G3:
[18] twitter.com
[4] facebook.com
[1] youtube.com
[1] gatesfoundation.org
[1] polioeradication.org
[1] endpolio.org
[1] blogspot.com
[1] theguardian.com
[1] t.co

Top Domains in Tweet in G4:
[8] twitter.com
[3] washingtonpost.com
[2] cdc.gov
[1] statnews.com

Top Domains in Tweet in G5:
[29] washingtonpost.com
[25] twitter.com
[4] edicionmedica.ec
[3] usatoday.com
[2] childrenshealthdefense.org
[2] thevaccinereaction.org
[2] flipa.net
[2] youtube.com
[1] org.pe
[1] nih.gov

Top Domains in Tweet in G6:
[5] twitter.com
[2] reseauinternational.net
[1] substack.com
[1] childrenshealthdefense.org

Top Domains in Tweet in G7:
[15] twitter.com
[2] acbar.org

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

Top Domains in Tweet in G10:
[33] usatoday.com
[1] azcentral.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[201] endpolio
[32] polio
[18] children
[12] fairshare
[5] rougeole
[5] vaccineswork
[5] rt
[4] atención
[4] measles
[4] vaccine



Top Hashtags in Tweet in G3:
[145] endpolio
[5] rt
[1] rotaryinternational
[1] communitybased

Top Hashtags in Tweet in G4:
[1] vaccineswork
[1] covid

Top Hashtags in Tweet in G5:
[6] polio
[4] vaccine
[4] nih
[4] pandemic
[4] atención
[3] measles
[2] gefragtgejagtspezial
[2] publichealth
[2] lapl
[2] lapl150

Top Hashtags in Tweet in G7:
[54] endpolio
[19] polio
[17] children
[2] poliofreeafghanistan
[2] vaccineswork
[2] kabul

Top Words
Top Words in Tweet in Entire Graph:
[6955] patent
[6660] inventor
[4681] polio
[3967] vaccine
[3645] salk
[3634] jonas
[3330] sun
[3329] banting
[3329] gunnelswarren
[3328] frederick

Top Words in Tweet in G1:
[6634] patent
[6634] inventor
[3319] vaccine
[3318] polio
[3317] jonas
[3317] banting
[3317] frederick
[3317] sun
[3317] salk
[3316] gunnelswarren

Top Words in Tweet in G2:
[304] patent
[304] vaccine
[301] polio
[298] jonas
[297] salk
[292] sensanders
[291] billion
[290] decision
[289] invented
[289] estimated

Top Words in Tweet in G3:
[145] #endpolio
[136] rotary
[129] billgates
[127] sight
[126] finish
[126] decades
[126] ensuring
[126] line
[126] charge
[126] leading

Top Words in Tweet in G4:
[100] cdcgov
[100] rates
[96] measles
[95] kids
[93] kindergarten
[92] bylenasun
[90] childhood
[89] decade
[89] lowest
[89] data

Top Words in Tweet in G5:
[67] polio
[37] measles
[34] vaccination
[22] kindergartners
[22] raises
[21] slide
[20] alarm
[20] rate
[16] vaccine
[14] rates

Top Words in Tweet in G6:
[26] polio
[21] rwmalonemd
[15] vaccine
[13] covid
[12] robertkennedyjr
[11] vaccines
[9] people
[6] many
[6] pox
[5] dowdedward

Top Words in Tweet in G7:
[62] poliofreeafghan
[59] world
[54] #endpolio
[53] teddy
[53] bear
[46] polio
[37] vaccine
[36] love
[36] message
[36] child

Top Words in Tweet in G8:
[15] polio
[8] virus
[5] down
[5] usa
[5] briefing
[5] 1893
[5] aspalaasnasntyr
[5] took
[5] three
[5] winding

Top Words in Tweet in G9:
[57] kumamae
[57] viagra
[57] wakidungwa
[57] wengine
[57] nilidungwa
[57] polio
[56] dennydwaine

Top Words in Tweet in G10:
[50] polio
[48] measles
[46] rates
[34] usatoday
[33] vaccination
[32] outbreaks
[32] emerge
[32] drop
[32] childhood
[24] 'alarming'

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3743] polio,vaccine
[3632] jonas,salk
[3330] patent,sun
[3330] vaccine,patent
[3329] banting,inventor
[3329] salk,inventor
[3329] patent,patent
[3329] inventor,polio
[3328] sun,frederick
[3328] frederick,banting

Top Word Pairs in Tweet in G1:
[3318] polio,vaccine
[3317] vaccine,patent
[3317] patent,sun
[3317] sun,frederick
[3317] patent,patent
[3317] banting,inventor
[3317] inventor,polio
[3317] jonas,salk
[3317] salk,inventor
[3317] frederick,banting

Top Word Pairs in Tweet in G2:
[300] polio,vaccine
[297] jonas,salk
[289] invented,polio
[289] estimated,billion
[289] salk,invented
[289] vaccine,refused
[289] cost,estimated
[289] patent,decision
[289] decision,cost
[289] refused,patent

Top Word Pairs in Tweet in G3:
[126] charge,#endpolio
[126] #endpolio,decades
[126] finish,line
[126] decades,finish
[126] sight,ensuring
[126] leading,charge
[126] line,sight
[126] rotary,leading
[125] billgates,rotary
[118] ensuring,po

Top Word Pairs in Tweet in G4:
[89] rates,kids
[89] fallen,lowest
[89] lowest,decade
[89] measles,vax
[89] entering,kindergarten
[89] cdcgov,data
[89] decade,cdcgov
[89] vax,rates
[89] kindergarten,fallen
[89] kids,entering

Top Word Pairs in Tweet in G5:
[20] measles,vaccination
[20] vaccination,rate
[20] raises,alarm
[19] kindergartners,raises
[19] rate,kindergartners
[19] slide,measles
[11] vaccination,rates
[9] polio,vaccine
[6] measles,polio
[5] jonas,salk

Top Word Pairs in Tweet in G6:
[6] polio,vaccine
[4] died,suddenly
[4] small,pox
[4] rwmalonemd,dowdedward
[3] many,people
[3] polio,small
[3] people,gotten
[3] alainsebil,pierrehaffeux
[3] georgette1918,ericoriane
[3] pierrehaffeux,georgette1918

Top Word Pairs in Tweet in G7:
[53] #endpolio,teddy
[53] teddy,bear
[36] polio,vaccine
[36] love,#endpolio
[36] world,polio
[36] message,child
[36] child,world
[36] bear,message
[35] poliofreeafghan,love
[17] #children,receive

Top Word Pairs in Tweet in G8:
[5] down,polio
[5] briefing,1893
[5] three,years
[5] polio,took
[5] winding,down
[5] polio,virus
[5] years,polio
[5] virus,briefing
[5] imagine,winding
[5] took,usa

Top Word Pairs in Tweet in G9:
[57] nilidungwa,viagra
[57] wakidungwa,polio
[57] polio,nilidungwa
[57] wengine,wakidungwa
[57] viagra,kumamae
[56] dennydwaine,wengine

Top Word Pairs in Tweet in G10:
[45] measles,polio
[33] vaccination,rates
[32] rates,drop
[32] childhood,vaccination
[32] polio,outbreaks
[32] drop,measles
[32] outbreaks,emerge
[24] 'alarming',childhood
[24] usatoday,'alarming'
[13] diseases,once

Top Replied-To
Top Replied-To in Entire Graph:
@polio_rice
@speakermccarthy
@fillmorewhite
@rickytikytavy1
@dawinner509
@healthbyjames
@jim_jordan
@markum1972
@nathaliejacoby1
@eskrid

Top Replied-To in G2:
@sensanders
@nicholashixson

Top Replied-To in G3:
@rotary
@va_shiva
@billgates
@endpolionow
@gotapoint

Top Replied-To in G4:
@lynnev87
@losttogethercda
@mollymalinowsk1
@tryangregory
@bylenasun
@drneilstone
@theindex___
@chasford7
@keubiko

Top Replied-To in G6:
@rwmalonemd
@financials_k
@robertkennedyjr
@paolovincere
@patrick00846087
@jamest1776
@jiiiiiiiiiiiiz
@notafollower13
@dennisc330825
@andyd19812501

Top Replied-To in G7:
@poliofreeafghan

Top Replied-To in G8:
@aureliacotta5
@kleinsajennifer
@aspalaasnasntyr
@heavyredaction
@jordandoll7
@scary7dr

Top Replied-To in G10:
@usatoday
@thehill
@liberum_mortis
@cannaclowning
@foxy218roxy
@leoni_leoni10

Top Mentioned
Top Mentioned in Entire Graph:
@gunnelswarren
@sensanders
@billgates
@rotary
@cdcgov
@bylenasun
@poliofreeafghan
@dennydwaine
@usatoday
@srbachchan

Top Mentioned in G1:
@gunnelswarren

Top Mentioned in G2:
@sensanders
@gunnelswarren
@youtube
@just_yugene
@nicholashixson

Top Mentioned in G3:
@billgates
@rotary
@gatesfoundation
@endpolionow
@ku_leuven
@scishow
@for2000years
@realestate5701
@nitromh
@theusarocks

Top Mentioned in G4:
@cdcgov
@bylenasun
@drneilstone
@enirenberg
@cdcmmwr
@alexander_tin
@fenitn
@chasford7
@ourworldindata
@dtkeating

Top Mentioned in G5:
@woodlnhillslapl
@sashanoble12
@shalom_intl
@renellglover

Top Mentioned in G6:
@rwmalonemd
@robertkennedyjr
@dowdedward
@elonmusk
@partageinfos
@pandantag
@alainsebil
@pierrehaffeux
@georgette1918
@ericoriane

Top Mentioned in G7:
@poliofreeafghan

Top Mentioned in G8:
@risettemd
@carlsmythe
@aspalaasnasntyr
@greg_travis
@heavyredaction
@the_seeadler
@tenebra99
@shawnhereth
@jimeeliberty
@andrewlazarus4

Top Mentioned in G9:
@dennydwaine

Top Mentioned in G10:
@usatoday
@thetweetofjohn
@leftcoastbabe
@thehill
@azcentral

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@threadreaderapp
@rk70534
@radioelshinta
@lizditz
@marthalynneowe1
@cheezwitham
@thehill
@menabster
@ben_mcrea

Top Tweeters in G1:
@cheezwitham
@joannecangal
@belladonamodels
@linda1746
@mrtachilles
@alettaha
@emccoy_writer
@bob_levitt
@geostompx
@blackbeau5

Top Tweeters in G2:
@trumpwatchnews
@childofalba
@vmbritsch
@loraanem
@pppatticake
@dianesatx
@jojogogo
@style17strings
@roxannelwright
@csra_prsn

Top Tweeters in G3:
@seriousspidey
@marypcbuk
@goddessarashi
@chuckbaggett
@pamanes64
@expresoancap
@venkat_mbks
@a54gwen
@gulfama94244515
@hakangunery_

Top Tweeters in G4:
@lizditz
@cnbsnana
@lorettabower3
@sba1211
@vickimo08056436
@binderfaith1
@imagefeeder
@cfraase
@surfspup
@laurietmiller

Top Tweeters in G5:
@radioelshinta
@ben_mcrea
@como_te_quedas
@mapocoloco
@sr_baktar
@petchary
@renellglover
@brooklynwatch
@davidcranmerun1
@vanjavucko

Top Tweeters in G6:
@yvespdb
@ch_coulon
@gerardfiloche
@bourgeoiseliane
@mazzocchinjrme1
@georgette1918
@slashdot
@idrissaberkane
@ggreenwald
@dowdedward

Top Tweeters in G7:
@nomanakbar18
@yaseen106
@abhi121_raj
@mianmuzamilsha1
@gauravkumarx
@joselinraby
@praveenkdm95
@fakharhassan13
@khanndr
@harshgu02087077

Top Tweeters in G8:
@doritmi
@monstercoyliar
@mcfunny
@wendyorent
@pawley_robert
@andrewlazarus4
@carlsmythe
@skepticalmutant
@tonybaduy
@frenchg11623069

Top Tweeters in G9:
@moruribrian
@nguma__
@keam_254
@ombesake
@jogoorangi
@ro__b_i
@flenory_jr
@_xavier254
@palsprimitive
@_kibbz_ke_

Top Tweeters in G10:
@thehill
@arriadna
@jomajority
@urocklive1
@haolethai
@melodypuppydog
@usatoday
@lovenola4ever
@scottzpinkrose
@azcentral