#polio, Twitter, 8/16/2021 3:07:41 AM, 260235


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#polio_2021-08-15_19-33-12.xlsx
#polio_2021-08-15_19-33-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 16, 2021
Short Description:
#polio via NodeXL https://bit.ly/3xRg7nk
@pakfightspolio
@dr_hamidjafari
@postpolionews
@imrankhanpti
@aseefabz
@democraticbk
@viralvideovlogs
@laurie_garrett
@adnanchandppp
@drabdulaziz32

Top hashtags:
#polio
#covid19
#vaccines
#vaccination
#poliofree
#pakistan

Description:
Description
The graph represents a network of 1,896 Twitter users whose tweets in the requested range contained "#polio", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 16 August 2021 at 02:35 UTC.

The requested start date was Monday, 16 August 2021 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 11-day, 11-hour, 48-minute period from Monday, 02 August 2021 at 00:06 UTC to Friday, 13 August 2021 at 11:54 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 : 1896
Unique Edges : 884
Edges With Duplicates : 2932
Total Edges : 3816
Number of Edge Types : 5
Retweet : 1304
MentionsInRetweet : 1499
Replies to : 148
Mentions : 518
Tweet : 347
Self-Loops : 367
Reciprocated Vertex Pair Ratio : 0.00565610859728507
Reciprocated Edge Ratio : 0.0112485939257593
Connected Components : 358
Single-Vertex Connected Components : 167
Maximum Vertices in a Connected Component : 678
Maximum Edges in a Connected Component : 1959
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.183742
Graph Density : 0.000494862117720406
Modularity : 0.478243
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,896 Twitter users whose tweets in the requested range contained "#polio", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 16 August 2021 at 02:35 UTC.

The requested start date was Monday, 16 August 2021 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 11-day, 11-hour, 48-minute period from Monday, 02 August 2021 at 00:06 UTC to Friday, 13 August 2021 at 11:54 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 : #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:
[45] https://greatgameindia.com/who-polio-paralysis-india/
[39] https://twitter.com/forrestmaready/status/1005127713848463361
[5] https://www.thelancet.com/journals/laninf/issue/current
[5] https://www.cnn.com/2020/12/10/us/spoonful-of-sugar-mary-poppins-vaccines-trnd/index.html
[4] https://www.lefigaro.fr/histoire/archives/2015/04/10/26010-20150410ARTFIG00303-l-innocuite-du-vaccin-contre-la-polio-mise-a-mal-un-mois-apres-son-lancement.php
[3] https://twitter.com/Fischblog/status/1425420853508980736
[3] https://www.cidrap.umn.edu/news-perspective/2021/08/news-scan-aug-06-2021
[2] https://www.brecorder.com/news/40111050/22-high-polio-risk-districts-pm-calls-for-speeding-up-efforts
[2] https://twitter.com/classicpixs/status/1424082953081085956
[2] https://twitter.com/ClassicPixs/status/1424082953081085956

Top URLs in Tweet in G1:
[1] https://twitter.com/dr_hamidjafari/status/1421789347263696898

Top URLs in Tweet in G2:
[2] https://informatori.it/flash-news/attualita/vaccino-anti-polio-di-intravacc-approvato-in-cina/
[1] https://twitter.com/tomthehack/status/1421923274368430084
[1] https://twitter.com/Xadeejournalist/status/1421763269442818048
[1] https://www.thehastingscenter.org/hastings-conversations-our-series/
[1] https://www.cdc.gov/vaccines/events/niam/index.html
[1] https://tnnurdu.com/kp/130092/
[1] https://eng.jeeveypakistan.com/?p=11103
[1] https://en.dailypakistan.com.pk/02-Aug-2021/over-23mn-children-to-be-vaccinated-against-polio-in-nationwide-campaign
[1] https://www.gettr.com/post/p6hb0b
[1] https://www.npr.org/sections/health-shots/2021/05/03/988756973/cant-help-falling-in-love-with-a-vaccine-how-polio-campaign-beat-vaccine-hesitan?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social

Top URLs in Tweet in G3:
[1] https://aajkal.com.pk/2021/08/06/%da%a9%d9%88%d8%b1%d9%88%d9%86%d8%a7-%d9%88%db%8c%da%a9%d8%b3%db%8c%d9%86%db%8c%d8%b4%d9%86-%da%a9%db%8c-%d8%aa%d8%b9%d8%af%d8%a7%d8%af-%d9%85%db%8c%da%ba-%d8%b1%d9%88%d8%b2-%d8%a8%d8%b1%d9%88%d8%b2/

Top URLs in Tweet in G4:
[2] https://www.brecorder.com/news/40111050/22-high-polio-risk-districts-pm-calls-for-speeding-up-efforts
[2] https://www.dawn.com/news/1638420
[1] https://www.afro.who.int/news/abia-state-vaccinates-over-one-million-children-during-second-round-outbreak-response
[1] https://gh.bmj.com/content/6/8/e006002
[1] https://gh.bmj.com/content/6/8/e006810.long
[1] https://academic.oup.com/heapol/article/36/5/707/6244781
[1] https://www.mdpi.com/1660-4601/18/15/7841
[1] https://www.sciencedirect.com/science/article/abs/pii/S0952791521000923?via%3Dihub
[1] https://www.thelancet.com/journals/lanwpc/article/PIIS2666-6065(21)00042-0/fulltext
[1] https://www.nature.com/articles/s41541-021-00355-y

Top URLs in Tweet in G5:
[38] https://twitter.com/forrestmaready/status/1005127713848463361

Top URLs in Tweet in G6:
[3] https://twitter.com/Fischblog/status/1425420853508980736
[1] https://science.sciencemag.org/content/373/6555/605
[1] https://twitter.com/nowthisnews/status/1419010242013110272
[1] https://www.efesalud.com/erradicacion-covid-polio-viruela

Top URLs in Tweet in G8:
[45] https://greatgameindia.com/who-polio-paralysis-india/

Top URLs in Tweet in G9:
[1] https://jang.com.pk/news/963565

Top URLs in Tweet in G10:
[1] https://twitter.com/ASlavitt/status/1424919484318560260

Top Domains
Top Domains in Tweet in Entire Graph:
[113] twitter.com
[45] greatgameindia.com
[19] youtube.com
[16] com.pk
[6] thelancet.com
[5] bmj.com
[5] nature.com
[5] cnn.com
[4] mdpi.com
[4] terrywiens.com

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

Top Domains in Tweet in G2:
[41] twitter.com
[11] youtube.com
[2] com.pk
[2] acenews.pk
[2] linkedin.com
[2] informatori.it
[1] thehastingscenter.org
[1] cdc.gov
[1] tnnurdu.com
[1] jeeveypakistan.com

Top Domains in Tweet in G3:
[1] com.pk

Top Domains in Tweet in G4:
[12] com.pk
[4] bmj.com
[4] mdpi.com
[3] dawn.com
[3] urdupoint.com
[3] twitter.com
[3] waqtnews.tv
[2] who.int
[2] polioeradication.org
[2] brecorder.com

Top Domains in Tweet in G5:
[38] twitter.com

Top Domains in Tweet in G6:
[4] twitter.com
[1] sciencemag.org
[1] efesalud.com

Top Domains in Tweet in G8:
[45] greatgameindia.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1438] polio
[145] covid19
[97] vaccines
[80] vaccination
[78] poliofree
[65] pakistan
[62] sarscov2
[62] ghotki
[61] vaccine
[59] vaccineswork



Top Hashtags in Tweet in G1:
[231] polio
[2] covid19
[1] worldhumanitarianday
[1] reallifeheroes
[1] endpolio
[1] poliofree
[1] covidisnotover
[1] covidvaccine
[1] wearamask
[1] endcovid19

Top Hashtags in Tweet in G2:
[199] polio
[24] covid19
[19] smallpox
[18] covid
[15] vaccination
[14] vaccine
[13] poliofreepakistan
[12] measles
[11] pakistan
[10] vaccinated

Top Hashtags in Tweet in G3:
[233] polio
[70] poliofree
[17] covid19
[9] vaccineswork
[8] foreverychild
[4] didyouvaccinateyourchild
[3] worldhumanitarianday
[3] reallifeheroes
[2] pakistan
[1] salampolioworker

Top Hashtags in Tweet in G4:
[75] polio
[30] endpolio
[25] vaccineswork
[20] pakistan
[19] publichealth
[12] covid19
[12] poliofreepakistan
[11] openaccess
[6] gpei
[5] nigeria

Top Hashtags in Tweet in G5:
[118] polio
[1] vaccines

Top Hashtags in Tweet in G6:
[59] vaccines
[57] sarscov2
[12] polio
[8] covid19
[4] pocken
[4] covid_19
[1] taliban

Top Hashtags in Tweet in G7:
[1] bubonicplague
[1] polio
[1] covidiots
[1] vaccinated
[1] covid
[1] antivaxxdumbasses

Top Hashtags in Tweet in G8:
[45] who
[45] vaccination
[45] polio

Top Hashtags in Tweet in G9:
[2] polio
[1] who
[1] poliofreepakistan
[1] poliovaccines
[1] ppp

Top Hashtags in Tweet in G10:
[36] covid19
[36] polio

Top Words
Top Words in Tweet in Entire Graph:
[2494] ø
[1435] #polio
[1401] ù
[602] ú
[516] û
[387] pakfightspolio
[366] polio
[344] vaccination
[298] teams
[263] crossing

Top Words in Tweet in G1:
[231] #polio
[230] take
[229] minute
[229] watch
[229] incredible
[229] footage
[229] vaccination
[229] teams
[229] crossing
[229] river

Top Words in Tweet in G2:
[408] ø
[227] ù
[199] #polio
[133] û
[100] ú
[38] polio
[32] ùˆø
[31] ùˆù
[24] #covid19
[24] ûœø

Top Words in Tweet in G3:
[363] pakfightspolio
[233] #polio
[175] polio
[161] health
[115] ø
[108] during
[108] workers
[107] sub
[107] ù
[98] children

Top Words in Tweet in G4:
[387] ø
[222] ù
[75] #polio
[74] ú
[63] û
[30] #endpolio
[29] ùˆø
[28] ûœ
[25] #vaccineswork
[22] ùˆù

Top Words in Tweet in G5:
[119] one
[118] #polio
[117] 21wire
[117] debunking
[117] biggest
[117] lies
[117] modern
[117] virology
[117] vaccinology
[2] reading

Top Words in Tweet in G6:
[59] #vaccines
[57] laurie_garrett
[57] reaching
[57] critical
[57] point
[57] globally
[57] lies
[57] #sarscov2
[57] become
[57] pervasive

Top Words in Tweet in G7:
[3] thomoneil1
[3] michael_fisher_
[3] kristyshl
[3] ldogls
[3] doug_in_nc
[3] zazzybritches
[3] beltwaymap
[3] sugar1420
[3] gdthor1
[3] regvickers

Top Words in Tweet in G8:
[45] flawed
[45] #who
[45] #vaccination
[45] policies
[45] led
[45] #polio
[45] paralysis
[45] india
[45] 1970s
[44] greatgameindia

Top Words in Tweet in G9:
[37] workers
[36] aseefabz
[36] alhamdullillah
[36] sustained
[36] efforts
[36] resulted
[36] phenomenal
[36] news
[36] salute
[36] lady

Top Words in Tweet in G10:
[36] until
[36] week
[36] believed
[36] #covid19
[36] primarily
[36] affected
[36] children
[36] ways
[36] #polio
[36] nation

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[992] ø,ø
[684] ø,ù
[563] ù,ø
[261] vaccination,teams
[249] ú,ø
[241] #polio,vaccination
[233] ø,ú
[232] take,minute
[232] minute,watch
[232] watch,incredible

Top Word Pairs in Tweet in G1:
[229] take,minute
[229] minute,watch
[229] watch,incredible
[229] incredible,footage
[229] footage,#polio
[229] #polio,vaccination
[229] vaccination,teams
[229] teams,crossing
[229] crossing,river
[229] river,kurram

Top Word Pairs in Tweet in G2:
[170] ø,ø
[102] ø,ù
[91] ù,ø
[42] ú,ø
[41] û,û
[36] ø,û
[30] û,ù
[28] ø,ú
[27] ù,ùˆù
[25] ù,ù

Top Word Pairs in Tweet in G3:
[90] sub,national
[65] national,#polio
[57] healthy,#poliofree
[56] during,ongoing
[55] #poliofree,future
[55] health,workers
[53] workers,hope
[53] hope,happy
[53] happy,healthy
[53] future,thankyou

Top Word Pairs in Tweet in G4:
[148] ø,ø
[104] ø,ù
[96] ù,ø
[28] ú,ø
[26] ø,ú
[24] #endpolio,#polio
[24] û,ù
[22] ù,ù
[21] ûœø,ø
[19] ù,ùˆù

Top Word Pairs in Tweet in G5:
[117] debunking,one
[117] one,biggest
[117] biggest,lies
[117] lies,modern
[117] modern,virology
[117] virology,vaccinology
[117] vaccinology,#polio
[116] 21wire,debunking
[2] reading,one
[2] one,moment

Top Word Pairs in Tweet in G6:
[57] reaching,critical
[57] critical,point
[57] point,globally
[57] globally,lies
[57] lies,#sarscov2
[57] #sarscov2,#vaccines
[57] #vaccines,become
[57] become,pervasive
[57] pervasive,mixed
[56] laurie_garrett,reaching

Top Word Pairs in Tweet in G7:
[3] thomoneil1,michael_fisher_
[3] michael_fisher_,kristyshl
[3] kristyshl,ldogls
[3] ldogls,doug_in_nc
[3] doug_in_nc,zazzybritches
[3] zazzybritches,beltwaymap
[3] beltwaymap,sugar1420
[3] sugar1420,gdthor1
[3] gdthor1,regvickers
[2] ronnilaurie,thomoneil1

Top Word Pairs in Tweet in G8:
[45] flawed,#who
[45] #who,#vaccination
[45] #vaccination,policies
[45] policies,led
[45] led,#polio
[45] #polio,paralysis
[45] paralysis,india
[45] india,1970s
[44] greatgameindia,flawed

Top Word Pairs in Tweet in G9:
[36] alhamdullillah,sustained
[36] sustained,efforts
[36] efforts,resulted
[36] resulted,phenomenal
[36] phenomenal,news
[36] news,salute
[36] salute,lady
[36] lady,health
[36] health,workers
[36] workers,leas

Top Word Pairs in Tweet in G10:
[36] until,week
[36] week,believed
[36] believed,#covid19
[36] #covid19,primarily
[36] primarily,affected
[36] affected,children
[36] children,ways
[36] ways,#polio
[36] #polio,nation
[35] jenniferreich1,until

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@pakfightspolio
@dr_hamidjafari
@21wire
@laurie_garrett
@greatgameindia
@aseefabz
@pildat
@jenniferreich1
@katiemettner
@fslsltn

Top Mentioned in G1:
@dr_hamidjafari
@pakfightspolio

Top Mentioned in G2:
@wqbelle
@jeanmgriffin
@raffa46924824
@himmoderator
@ssitssa

Top Mentioned in G3:
@pakfightspolio
@pildat
@fslsltn
@dr_yasminrashid
@asiyaansar
@dr_hamidjafari
@mahsudfarooq
@islamicadvisory
@hamzashafqaat

Top Mentioned in G4:
@pakfightspolio
@unicefpolio
@imrankhanpti
@nhsrcofficial
@whopakistan
@fslsltn
@unicef_pakistan
@drsafdar64
@govtofpakistan
@who

Top Mentioned in G5:
@21wire

Top Mentioned in G6:
@laurie_garrett
@globalhealthbmj
@nicolakuhrt
@efesalud
@pakfightspolio

Top Mentioned in G7:
@michael_fisher_
@kristyshl
@ldogls
@doug_in_nc
@zazzybritches
@beltwaymap
@sugar1420
@gdthor1
@regvickers
@ronnilaurie

Top Mentioned in G8:
@greatgameindia

Top Mentioned in G9:
@aseefabz

Top Mentioned in G10:
@jenniferreich1

Top Tweeters
Top Tweeters in Entire Graph:
@zazoomblog
@tomthunkitsmind
@paul_cude
@oldlady12345
@abbtakk
@alhanda
@altamirana2
@angelamortimer2
@zolangegonzalez
@janromes

Top Tweeters in G1:
@oldlady12345
@bprophetable
@jwomack
@thecorollary
@omar_quraishi
@phanitodafizzo
@suelouises
@marciw10
@basuashis
@miyakilee

Top Tweeters in G2:
@zazoomblog
@abbtakk
@newsonepk
@nicoleschoice1
@jakki2004
@yespunjab
@roznamadunya
@equalisource
@latestly
@planetkooler

Top Tweeters in G3:
@the_artm
@ayaz_khan007
@ptiofficial
@ranaomer
@azad_shehri
@iamaffanidrees
@meharabbasi2
@i_am_awan
@thearmaghankhan
@m_khurram_saeed

Top Tweeters in G4:
@southerngemgal
@orangeorchards
@etribune
@independent_ie
@radiopakistan
@nawaiwaqt_
@waqtnewstv
@dawn_com
@nkhanswati70
@thenews_intl

Top Tweeters in G5:
@mutalabala
@cjsienna55
@zoom81
@mrastm
@anonymiss8
@arnelasjmgf
@sreynolds196777
@dianabardsley
@js49
@margweston

Top Tweeters in G6:
@viralvideovlogs
@morgfair
@cathleenkucz
@kaffe_takk
@eilonwy24
@gailbriggs8
@katydogcrazy
@flamingogrrl
@die_primel
@realfactsvsfake

Top Tweeters in G7:
@kerirn
@ronnilaurie
@mfrance923
@62walterp
@michael_fisher_
@beansi50
@cunningsq16
@impinkestgirl
@gangstamimi
@regvickers

Top Tweeters in G8:
@ranganaathan
@vikramsarin
@antoniocozy0925
@theflowernurse
@adrianxleconte
@anandhtrichy
@drvonweg
@jainendranahata
@jackfoo3
@joerobertson

Top Tweeters in G9:
@kafias
@nasirabbasipppp
@irfandu30844711
@aghasherazali
@thehumayunlive
@ppppmediacell1
@farhanlaghari15
@najeebabro2
@aliasghar_awan
@fawadppp

Top Tweeters in G10:
@the_lady_red
@bracing
@pkmonaghan
@carloseats
@jeannefisher17
@dancygeorgia
@wordsleadmeon
@frank_mcg
@troutish
@amalgamary


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