Immunisation, Twitter, 11/22/2019 3:57:30 AM, 216982


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Immunisation_2019-11-21_19-23-17.xlsx
Immunisation_2019-11-21_19-23-17.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 22, 2019
Short Description:
Immunisation via NodeXL http://bit.ly/2reOPuN
@gavi
@gsk_careers
@busukstoking
@margie_moo
@tombarr26816936
@mehartweets
@sikendrkumar12
@mohfw_india
@jjfox123
@badzoot7

Top hashtags:
#respectforlife
#typhoid
#immunisation
#worldimmunizationday

Description:
Description
The graph represents a network of 4,271 Twitter users whose tweets in the requested range contained "Immunisation", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 22 November 2019 at 03:24 UTC.

The requested start date was Friday, 22 November 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 11-hour, 41-minute period from Friday, 08 November 2019 at 01:24 UTC to Thursday, 21 November 2019 at 13:05 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 : 4271
Unique Edges : 4879
Edges With Duplicates : 784
Total Edges : 5663
Number of Edge Types : 3
Mentions : 4771
Tweet : 637
Replies to : 255
Self-Loops : 637
Reciprocated Vertex Pair Ratio : 0.0176800344976283
Reciprocated Edge Ratio : 0.0347457627118644
Connected Components : 579
Single-Vertex Connected Components : 284
Maximum Vertices in a Connected Component : 2382
Maximum Edges in a Connected Component : 3359
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 8.170228
Graph Density : 0.000258812085427728
Modularity : 0.826082
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 4,271 Twitter users whose tweets in the requested range contained "Immunisation", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 22 November 2019 at 03:24 UTC.

The requested start date was Friday, 22 November 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 11-hour, 41-minute period from Friday, 08 November 2019 at 01:24 UTC to Thursday, 21 November 2019 at 13:05 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 : Immunisation
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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[44] https://www.independent.co.uk/news/world/europe/measles-vaccine-germany-law-anti-vax-mmr-immunisation-a9204306.html
[40] https://www.independent.co.uk/news/world/europe/measles-vaccine-germany-law-anti-vax-mmr-immunisation-a9204306.html?utm_medium=Social&utm_source=Twitter#Echobox=1573824105
[37] https://www.independent.co.uk/news/world/europe/measles-vaccine-germany-law-anti-vax-mmr-immunisation-a9204306.html?utm_medium=Social&utm_source=Twitter#Echobox=1573847103
[35] https://www.independent.co.uk/news/world/europe/measles-vaccine-germany-law-anti-vax-mmr-immunisation-a9204306.html?utm_medium=Social&utm_source=Twitter#Echobox=1573824775
[15] https://www.health.gov.au/health-topics/immunisation/immunisation-throughout-life/immunisation-for-pregnancy
[10] https://www2.health.vic.gov.au/public-health/immunisation/vaccination-children/no-jab-no-play/frequently-asked-questions
[9] https://www.gavi.org/library/news/press-releases/2019/pakistan-becomes-first-country-to-introduce-new-typhoid-vaccine-into-routine-immunisation-program/
[5] https://www.rnz.co.nz/international/pacific-news/403780/measles-immunisation-campaign-underway-in-samoa
[5] https://www.rnz.co.nz/international/pacific-news/403372/american-samoa-ramps-up-immunisation-efforts-amid-measles-fears
[5] http://www.immunisation.ie/en/

Top URLs in Tweet in G1:
[18] https://www.independent.co.uk/news/world/europe/measles-vaccine-germany-law-anti-vax-mmr-immunisation-a9204306.html
[10] https://www2.health.vic.gov.au/public-health/immunisation/vaccination-children/no-jab-no-play/frequently-asked-questions
[4] http://news-af.op-mobile.opera.com/news/detail/ea0be18853c1b6bd76cac589ac11064f?country=ke&language=en&share=1&client=
[3] https://cypf.berkshirehealthcare.nhs.uk/our-services/public-health-nursing-health-visiting-school-nursing-immunisation/immunisation-team/
[3] https://www.ncbi.nlm.nih.gov/pubmed/18589562
[3] https://app.appsflyer.com/com.opera.app.news?pid=OperaNews_articles&c=share_whatsup
[3] https://www.nairapark.com/news/1574155521/unicef-river-health-workers-advised-measles-immunisation
[3] http://helpnigeria.org/obaseki-flags-off-measles-second-dose-vaccine-mcv2-immunisation/
[3] https://m.facebook.com/story.php?story_fbid=10219281657739885&id=1463004225
[2] https://ckm.openehr.org/ckm/#showarchetype_1013.1.1424

Top URLs in Tweet in G2:
[2] https://www.science.org.au/learning/general-audience/science-booklets/science-immunisation/4-are-vaccines-safe
[1] https://twitter.com/sheldon_walker_/status/1155267131010768896?s=21
[1] https://twitter.com/MsTrixter/status/1195927622477201408
[1] https://www.health.gov.au/health-topics/immunisation/immunisation-throughout-life/immunisation-for-pregnancy
[1] https://www.ifa.org.au/donate-1
[1] https://www.health.gov.au/health-topics/immunisation/immunisation-throughout-life/immunisation-for-adults
[1] https://pediatrics.aappublications.org/content/pediatrics/135/6/990.full.pdf
[1] https://www.cdc.gov/pertussis/surv-reporting.html
[1] https://www.theguardian.com/commentisfree/2019/nov/07/firehosing-the-systemic-strategy-that-anti-vaxxers-are-using-to-spread-misinformation
[1] https://www.abc.net.au/news/2019-11-19/how-did-a-measles-outbreak-become-deadly-in-samoa/11713644

Top URLs in Tweet in G6:
[1] https://www.nhp.gov.in/universal-immunisation-programme_pg
[1] https://twitter.com/MoHFW_INDIA/status/1197359232028426242
[1] https://twitter.com/TamilTheHindu/status/1194840234422198274
[1] https://twitter.com/HealthCheck_in/status/1192660519032967168
[1] https://www.newsvibesofindia.com/after-polio-free-feat-india-targets-100-immunisation-in-a-big-way/
[1] https://www.thenational.ae/opinion/comment/towards-a-new-era-in-global-health-in-which-we-end-the-diseases-of-poverty-1.939755
[1] https://www.gavi.org/library/news/press-releases/2019/pakistan-becomes-first-country-to-introduce-new-typhoid-vaccine-into-routine-immunisation-program/
[1] https://www.dailymail.co.uk/news/article-7674313/Gates-backs-Mail-jabs-wife-shocked-lack-vaccinations-poorer-countries.html

Top URLs in Tweet in G7:
[1] https://allafrica.com/stories/201901040281.html
[1] https://www.gavi.org/library/news/press-releases/2019/pakistan-becomes-first-country-to-introduce-new-typhoid-vaccine-into-routine-immunisation-program/
[1] https://www.girleffect.org/stories/gavi-government-rwanda-and-girl-effect-launch-13-month-partnership-increase-uptake-life-saving-vaccines-rwanda/
[1] https://twitter.com/odanga_r/status/1194716212896423936
[1] https://itad.com/strengthening-civil-society-organisations-role-in-immunisation/
[1] https://twitter.com/zipline/status/1192909955373895680

Top URLs in Tweet in G8:
[2] https://nigeriahealthwatch.com/partnership-to-strengthen-immunisation-the-kano-state-model/#.XcwKrCUo-Ef
[1] https://twitter.com/ivactweets/status/1197172809501495297
[1] https://twitter.com/NphcdaNG/status/1194887387081523200
[1] https://twitter.com/theigbowolf/status/1195589109164756992
[1] https://twitter.com/NphcdaNG/status/1195361045587615744
[1] https://nigeriahealthwatch.com/partnership-to-strengthen-immunisation-the-kano-state-model/
[1] https://twitter.com/gateshealth/status/1195053815214596096
[1] https://twitter.com/dawisu/status/1194545853576417281

Top URLs in Tweet in G9:
[2] https://csiro.au/en/Research/OandA/Areas/Oceans-and-climate/Climate-change-information
[2] http://www.bom.gov.au/climate/change/
[2] https://www.science.org.au/education/immunisation-climate-change-genetic-modification/science-climate-change
[1] https://www.rnz.co.nz/international/pacific-news/403780/measles-immunisation-campaign-underway-in-samoa
[1] https://www.sbs.com.au/news/at-least-14-children-have-died-of-suspected-measles-in-samoa-as-outbreak-sweeps-the-pacific

Top URLs in Tweet in G10:
[38] https://www.independent.co.uk/news/world/europe/measles-vaccine-germany-law-anti-vax-mmr-immunisation-a9204306.html?utm_medium=Social&utm_source=Twitter#Echobox=1573824105
[37] https://www.independent.co.uk/news/world/europe/measles-vaccine-germany-law-anti-vax-mmr-immunisation-a9204306.html?utm_medium=Social&utm_source=Twitter#Echobox=1573847103
[35] https://www.independent.co.uk/news/world/europe/measles-vaccine-germany-law-anti-vax-mmr-immunisation-a9204306.html?utm_medium=Social&utm_source=Twitter#Echobox=1573824775

Top Domains
Top Domains in Tweet in Entire Graph:
[178] co.uk
[66] twitter.com
[44] gov.au
[21] nhs.uk
[19] org.au
[19] today.ng
[17] ac.uk
[15] facebook.com
[15] theguardian.com
[12] co.nz

Top Domains in Tweet in G1:
[29] co.uk
[20] gov.au
[15] facebook.com
[10] twitter.com
[9] nhs.uk
[5] theguardian.com
[5] youtube.com
[4] linkedin.com
[4] com.ng
[4] com.au

Top Domains in Tweet in G2:
[5] org.au
[3] gov.au
[2] twitter.com
[1] aappublications.org
[1] cdc.gov
[1] theguardian.com
[1] net.au
[1] nature.com
[1] hse.ie
[1] thelancet.com

Top Domains in Tweet in G6:
[3] twitter.com
[1] gov.in
[1] newsvibesofindia.com
[1] thenational.ae
[1] gavi.org
[1] co.uk

Top Domains in Tweet in G7:
[2] twitter.com
[1] allafrica.com
[1] gavi.org
[1] girleffect.org
[1] itad.com

Top Domains in Tweet in G8:
[6] twitter.com
[3] nigeriahealthwatch.com

Top Domains in Tweet in G9:
[2] csiro.au
[2] gov.au
[2] org.au
[1] co.nz
[1] com.au

Top Domains in Tweet in G10:
[110] co.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[198] respectforlife
[123] typhoid
[91] immunisation
[74] worldimmunizationday
[70] universalhealthcoverage
[52] vaccineswork
[31] measles
[30] worldpneumoniaday
[30] vaccination
[28] swasthimmunisedindia



Top Hashtags in Tweet in G1:
[22] immunisation
[12] swasthimmunisedindia
[8] health
[7] vaccineswork
[5] vaccination
[5] measles
[4] vaccines
[4] with
[4] proper
[4] childhealth

Top Hashtags in Tweet in G2:
[15] samoa
[13] riley100
[3] immunisation
[2] vaccineswork
[1] vaccinate
[1] samoameasles
[1] typhoid

Top Hashtags in Tweet in G4:
[198] respectforlife

Top Hashtags in Tweet in G6:
[6] vaccination
[3] swasthabharat
[3] vaccineswork
[1] missionndradhanush
[1] koipeechenachoote
[1] healthforall
[1] newindia
[1] tuesdaythoughts
[1] mizoram
[1] airnews_aizawl

Top Hashtags in Tweet in G7:
[75] typhoid
[17] ticad7
[7] pmnchboard
[6] immunisation
[6] vaccineswork
[5] png
[3] celebratingwomen
[2] pakistan
[2] who
[2] vaccine

Top Hashtags in Tweet in G8:
[16] yellowfever
[16] katsina
[7] imostatepublicenlightenment
[3] benue
[3] vaccines
[3] health
[2] vaccination
[2] immunisation
[2] vaccinegoodoh
[2] vaccineswork

Top Hashtags in Tweet in G9:
[3] measles
[3] samoa
[3] redcross
[1] samoameasles

Top Hashtags in Tweet in G10:
[1] typhoid
[1] rt

Top Words
Top Words in Tweet in Entire Graph:
[2640] Words in Sentiment List#1: Positive
[1625] Words in Sentiment List#2: Negative
[7] Words in Sentiment List#3: Angry/Violent
[82450] Non-categorized Words
[86716] Total Words
[2431] immunisation
[521] vaccine
[506] children
[490] measles
[405] t

Top Words in Tweet in G1:
[310] immunisation
[72] flatearth
[64] measles
[57] vaccine
[53] children
[50] program
[45] vaccination
[41] health
[39] twitter
[37] flu

Top Words in Tweet in G2:
[56] immunisation
[29] low
[25] measles
[21] vaccines
[20] rates
[17] anti
[15] outbreak
[15] #samoa
[15] now
[15] national

Top Words in Tweet in G3:
[242] being
[242] army
[242] shouldn
[242] t
[242] mean
[242] immunisation
[242] public
[242] condemnation
[242] esp
[242] particular

Top Words in Tweet in G4:
[200] free
[199] 100
[198] rfhospital
[198] 5
[198] yrs
[198] #respectforlife
[198] initiatives
[198] underprivileged
[198] women
[198] till

Top Words in Tweet in G5:
[189] during
[189] orange
[189] united
[189] week
[189] amazing
[189] employees
[189] cooked
[189] curled
[189] raffled
[189] way

Top Words in Tweet in G6:
[96] child
[62] immunisation
[47] vaccines
[47] under
[47] programme
[46] provided
[46] universal
[46] vaccine
[45] free
[45] cost

Top Words in Tweet in G7:
[123] immunisation
[118] gavi
[80] vaccine
[77] life
[75] first
[75] country
[75] introduce
[75] #typhoid
[74] saving
[73] pakistan

Top Words in Tweet in G8:
[93] immunisation
[85] routine
[55] measles
[52] state
[48] dose
[40] very
[39] schedule
[36] nphcdang
[34] chikwe_i
[31] 2nd

Top Words in Tweet in G9:
[130] impact
[118] science
[116] those
[116] genuinely
[116] interested
[116] best
[116] available
[116] climate
[116] change
[116] australia

Top Words in Tweet in G10:
[111] make
[111] children
[110] german
[110] parliament
[110] votes
[110] measles
[110] vaccination
[110] compulsory
[108] independent
[3] immunisation

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[247] shouldn,t
[246] being,army
[246] army,shouldn
[246] t,mean
[246] mean,immunisation
[246] immunisation,public
[246] public,condemnation
[246] condemnation,esp
[246] esp,particular
[246] particular,case

Top Word Pairs in Tweet in G1:
[47] immunisation,program
[39] twitter,flatearth
[39] flatearth,immunisation
[25] subscribe,flatearth
[25] flatearth,blocklist
[23] second,dose
[22] measles,second
[22] dose,vaccine
[18] warns,immunisation
[18] immunisation,workers

Top Word Pairs in Tweet in G2:
[22] low,immunisation
[18] immunisation,rates
[15] measles,outbreak
[15] outbreak,#samoa
[15] #samoa,now
[15] now,national
[15] national,emergency
[15] emergency,given
[15] given,low
[15] rates,worse

Top Word Pairs in Tweet in G3:
[242] being,army
[242] army,shouldn
[242] shouldn,t
[242] t,mean
[242] mean,immunisation
[242] immunisation,public
[242] public,condemnation
[242] condemnation,esp
[242] esp,particular
[242] particular,case

Top Word Pairs in Tweet in G4:
[199] 100,free
[198] rfhospital,5
[198] 5,yrs
[198] yrs,#respectforlife
[198] #respectforlife,initiatives
[198] initiatives,underprivileged
[198] underprivileged,women
[198] women,till
[198] till,31
[198] 31,3

Top Word Pairs in Tweet in G5:
[189] during,orange
[189] orange,united
[189] united,week
[189] week,amazing
[189] amazing,employees
[189] employees,cooked
[189] cooked,curled
[189] curled,raffled
[189] raffled,way
[189] way,record

Top Word Pairs in Tweet in G6:
[47] immunisation,programme
[46] vaccines,provided
[46] universal,immunisation
[45] provided,free
[45] free,cost
[45] cost,under
[45] under,universal
[45] programme,protect
[45] protect,child
[45] child,vaccine

Top Word Pairs in Tweet in G7:
[75] first,country
[74] life,saving
[72] congratulations,pakistan
[72] pakistan,becoming
[72] becoming,first
[72] country,introduce
[72] introduce,life
[72] saving,#typhoid
[72] #typhoid,vaccine
[72] vaccine,immunisation

Top Word Pairs in Tweet in G8:
[59] routine,immunisation
[32] immunisation,schedule
[26] imo,state
[24] very,productive
[24] productive,lead
[24] lead,wavaorg
[24] wavaorg,coalition
[24] coalition,women
[24] women,focused
[24] focused,csos

Top Word Pairs in Tweet in G9:
[116] those,genuinely
[116] genuinely,interested
[116] interested,best
[116] best,available
[116] available,science
[116] science,climate
[116] climate,change
[116] change,impact
[116] impact,australia
[116] australia,incl

Top Word Pairs in Tweet in G10:
[110] german,parliament
[110] parliament,votes
[110] votes,make
[110] make,measles
[110] measles,vaccination
[110] vaccination,compulsory
[110] compulsory,children
[107] independent,german

Top Replied-To
Top Replied-To in Entire Graph:
@janeruth_aceng
@matthancock
@samsonkasumba
@minofhealthug
@sheldon_walker_
@nothingsfree1
@canuckistand
@michaelgaunt
@organic_mumzy
@aembrozia

Top Replied-To in G2:
@sheldon_walker_
@organic_mumzy
@rosewind2007
@mrsjaberry
@visionarynutr
@guardian
@gansenjared
@bridgetashmore
@beckyjohnson222
@linnyjackson

Top Replied-To in G4:
@rfhospital

Top Replied-To in G6:
@rssorg
@myogiadityanath
@nitiaayog
@pmoindia

Top Replied-To in G7:
@pmnch

Top Replied-To in G8:
@hcsmafrica
@operpetualhelp

Top Replied-To in G10:
@independent

Top Mentioned
Top Mentioned in Entire Graph:
@mehartweets
@therohitbansal
@rfhospital
@gsk_careers
@gavi
@simonbankshb
@independent
@joystrong01
@poisonmedeady
@janeruth_aceng

Top Mentioned in G1:
@sandwichjunior
@drsurajitroy2
@ehizojie2020

Top Mentioned in G2:
@lightforriley
@deraltegaukler
@pileofgoop
@acurrentaffair9
@doritmi
@camliveshere
@visionarynutr
@carlsmythe
@mcfunny
@plasticdoe

Top Mentioned in G3:
@mehartweets

Top Mentioned in G4:
@therohitbansal
@rfhospital

Top Mentioned in G5:
@gsk_careers
@kumaridiya

Top Mentioned in G6:
@nhpindia
@drharshvardhan
@airnewsalerts
@mohfw_india
@kumaridiya
@pmoindia
@nitiaayog
@pti_news
@viswanath_pilla
@vikasreports

Top Mentioned in G7:
@gavi
@alwaleed_philan
@vaccines
@girleffect
@tedbabedegefie
@whowpro
@unicef_png
@avonhmo
@avonmedical
@ups

Top Mentioned in G8:
@nphcdang
@chikwe_i
@wavaorg
@onyi_estelle
@toyinsaraki
@gatesfoundation
@nighealthwatch
@wellbeingafrica
@bashsadeeq
@princeezeugoch2

Top Mentioned in G9:
@simonbankshb
@nitv
@ellievb77

Top Mentioned in G10:
@independent
@gavi
@anwaribrahim

Top Tweeters
Top Tweeters in Entire Graph:
@nairapark
@mlnangalama
@geoffrey_payne
@mithu796311
@56perumal
@independent
@roblwilson
@watsupafrica
@raybae689
@themseries1

Top Tweeters in G1:
@nairapark
@watsupafrica
@raybae689
@themseries1
@newsheadlinesng
@nigeriadaiily
@leadershipnga
@anamafalda1992
@hackneywick
@financialxpress

Top Tweeters in G2:
@guardian
@takethatdarwin
@veritasever
@reptoid_hunter
@_mamadeb
@marieco92176893
@sheeple101
@doritmi
@beckyjohnson222
@fmcqueen31

Top Tweeters in G3:
@sanjai2july
@satirist_indian
@vazeindian
@naveenbebra
@sarahtitus0306
@mukeshrai881
@tanveer1729
@rahulsharmacong
@rizvisalim
@vdhiman_89

Top Tweeters in G4:
@ajaykushwaha_
@therohitbansal
@prerna22845841
@muleydilipsudh1
@mrradhe_
@iakash_p
@kali_s__
@lifeline_0
@soutiman
@flameoftruth

Top Tweeters in G5:
@raumunz
@pitarampal
@pickooo
@18akgoyal
@bhavinm32128762
@shahzebalvi4
@nalvasouzavitor
@du6du7
@dukdaffe
@deodarshansing4

Top Tweeters in G6:
@mithu796311
@56perumal
@madhureshsethi
@oneindia
@mailonline
@ch_rahul29
@airnewsalerts
@pathofmusic
@pib_india
@nistula

Top Tweeters in G7:
@elegbete1
@csarahmotat
@razonater
@saphnasharonobe
@lynnea58
@adrianasah
@sorayacastroll
@glassmanamanda
@athigah
@ups

Top Tweeters in G8:
@magarya
@olumideidowu
@segalink
@makintamie
@dawisu
@ghenhiskhan
@esquiremagic
@i_am_ilemona
@ikeanya
@nomsu__

Top Tweeters in G9:
@geoffrey_payne
@3wombats
@msmwatchdog2013
@jot_au
@guytaur
@mariamatthews5
@mahootna2
@jaquix173
@kirrinabarry
@anne_clothier

Top Tweeters in G10:
@independent
@rxbun
@nonvitaltooth
@sddphoto
@ishagshafeeg
@godandthebear
@totaalvoet
@tartancobweb
@io302
@mig30m6