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(immigrant OR immigration) (COVID OR corona OR virus OR pandemic OR ill OR illness OR health OR doct (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
October 22, 2020
Short Description:
(immigrant OR immigration) (COVID OR corona OR virus OR pandemic OR ill OR illness OR health OR doctor OR nurse) via NodeXL https://bit.ly/3dN5ZUt
@dearauntcrabby
@dawnbutlerbrent
@wiegmanroy
@realdonaldtrump
@dianec48
@shannonfreshour
@nicktorfaen
@rvat2020
@miamiherald
@candle_boutique


Description:
Description
The graph represents a network of 8,697 Twitter users whose tweets in the requested range contained "(immigrant OR immigration) (COVID OR corona OR virus OR pandemic OR ill OR illness OR health OR doctor OR nurse)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 21 October 2020 at 23:16 UTC.

The requested start date was Wednesday, 21 October 2020 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 3-day, 3-hour, 38-minute period from Saturday, 17 October 2020 at 20:22 UTC to Wednesday, 21 October 2020 at 00:01 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 : 8697
Unique Edges : 4463
Edges With Duplicates : 11948
Total Edges : 16411
Number of Edge Types : 5
Tweet : 818
Retweet : 5716
MentionsInRetweet : 7389
Mentions : 1488
Replies to : 1000
Self-Loops : 851
Reciprocated Vertex Pair Ratio : 0.00888230940044412
Reciprocated Edge Ratio : 0.0176082171680117
Connected Components : 1176
Single-Vertex Connected Components : 398
Maximum Vertices in a Connected Component : 3462
Maximum Edges in a Connected Component : 6886
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 6.18277
Graph Density : 0.000126155123968664
Modularity : 0.582686
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 8,697 Twitter users whose tweets in the requested range contained "(immigrant OR immigration) (COVID OR corona OR virus OR pandemic OR ill OR illness OR health OR doctor OR nurse)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 21 October 2020 at 23:16 UTC.

The requested start date was Wednesday, 21 October 2020 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 3-day, 3-hour, 38-minute period from Saturday, 17 October 2020 at 20:22 UTC to Wednesday, 21 October 2020 at 00:01 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 : (immigrant OR immigration) (COVID OR corona OR virus OR pandemic OR ill OR illness OR health OR doctor OR nurse)
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:
[22] https://www.youtube.com/watch?v=7Scj3S8R6Zs&feature=youtu.be

[20] https://www.dallasnews.com/news/immigration/2020/10/16/the-trump-administration-has-used-the-coronavirus-threat-to-swiftly-kick-more-than-200000-immigrants-out-of-the-us/
[15] https://www.bnnbloomberg.ca/trudeau-targets-higher-immigration-despite-pandemic-travel-curbs-1.1509181
[15] https://www.gofundme.com/f/help-for-vulnerable-immigrant-family?utm_source=twitter&utm_medium=social&utm_campaign=p_cf+share-flow-1
[12] https://immigrationjustice.us/advocacy/advocacy-issues/access-to-medical-mental-health-care/take-action-ask-congress-to-end-medical-abuse-caused-by-immigration-detention
[11] https://www.journaldemontreal.com/2020/10/16/immigration-et-covid-19-le-nouveau-catechisme
[10] https://thepostmillennial.com/liberals-seek-to-raise-immigration-levels-despite-pandemic
[9] https://cnsnews.com/article/washington/melanie-arter/trump-because-pandemic-much-changed-immigration-front
[9] https://www.fresnobee.com/news/local/article246161750.html
[8] https://idcoalition.org/news/covid-19-impacts-on-immigration-detention-global-responses/

Top URLs in Tweet in G2:
[1] https://www.facebook.com/ImmigrationVoice/videos/1578407205672243/?vh=e&extid=9XBFYvNyI9NnT6Zl&d=n
[1] https://amp.cnn.com/cnn/2020/10/20/politics/melania-trump-campaign-rally/index.html?__twitter_impression=true
[1] https://www.advocate.com/commentary/2020/9/10/didnt-want-cause-panic-no-trump-loves-cause-panic
[1] http://www.nestorgomezstoryteller.com/immigration-stories.html
[1] https://twitter.com/debates/status/1317170861598703616
[1] https://www.politico.com/news/2020/03/24/dhs-pandemic-coronavirus-146884
[1] https://www.fairus.org/issue/amnesty/numbers-how-biden-harris-immigration-platform
[1] https://twitter.com/usbpchief/status/1318213101167181824
[1] https://twitter.com/senatemajldr/status/1318341206858977281
[1] https://twitter.com/brittlestar/status/1317166286221303809

Top URLs in Tweet in G3:
[8] https://www.bnnbloomberg.ca/trudeau-targets-higher-immigration-despite-pandemic-travel-curbs-1.1509181
[7] https://www.dallasnews.com/news/immigration/2020/10/16/the-trump-administration-has-used-the-coronavirus-threat-to-swiftly-kick-more-than-200000-immigrants-out-of-the-us/
[4] https://thepostmillennial.com/liberals-seek-to-raise-immigration-levels-despite-pandemic
[3] https://www.cnn.com/2020/10/18/us/anika-chebrolu-covid-treatment-award-scn-trnd/index.html
[3] https://www.nbcnews.com/politics/immigration/lawyers-say-they-can-t-find-parents-545-migrant-children-n1244066
[2] https://immigrationbarrister.co.uk/immigration-health-surcharge-to-increase-on-27-october-2020/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.msn.com/en-us/news/good-news/dollar750000-donation-to-help-immigrant-farmworkers-meatpacking-workers-struggling-with-covid-19-in-iowa/ar-BB19Zk9A
[2] https://twinybots.ch/
[2] https://www.smartcompany.com.au/finance/economy/restart-immigration-australia-user-pay-quarantine/
[2] https://www.fresnobee.com/news/local/article246161750.html

Top URLs in Tweet in G7:
[1] https://twitter.com/darreldrowland/status/1318147466634645507

Top URLs in Tweet in G8:
[15] https://www.gofundme.com/f/help-for-vulnerable-immigrant-family?utm_source=twitter&utm_medium=social&utm_campaign=p_cf+share-flow-1

Top URLs in Tweet in G9:
[1] https://twitter.com/qldaah/status/1317284514968731650
[1] https://www.immigration.govt.nz/about-us/covid-19/border-closures-and-exceptions#:~:text=The%20New%20Zealand%20border%20is,to%20request%20to%20travel%20first
[1] https://twitter.com/joanbloggs/status/1317731224308260865
[1] https://twitter.com/breakfastnews/status/1317933795295649793
[1] https://twitter.com/ProfPCDoherty/status/1317625964776411136
[1] https://twitter.com/riversofgold1/status/1317687304970936320
[1] https://www.smh.com.au/national/judge-blasts-immigration-minister-over-criminal-conduct-20200923-p55ygu.html

Top URLs in Tweet in G10:
[6] https://www.canada.ca/en/immigration-refugees-citizenship/corporate/contact-ircc/offices/find-visa-application-centre.html
[4] https://www.canada.ca/en/immigration-refugees-citizenship/services/coronavirus-covid19/biometrics.html
[2] https://www.canada.ca/en/public-health/services/diseases/2019-novel-coronavirus-infection/latest-travel-health-advice.html?topic=tilelink#_Travellers_without_symptoms
[2] https://www.canada.ca/en/immigration-refugees-citizenship/services/coronavirus-covid19/travel-restrictions-exemptions.html#citizen-pr
[2] https://www.bloomberg.com/tosv2.html?vid=&uuid=de128f60-117b-11eb-bf9e-5d271f23a632&url=L2FtcC9uZXdzL2FydGljbGVzLzIwMjAtMTAtMTYvbWFpbnRhaW5pbmctcm9idXN0LWltbWlncmF0aW9uLWlzLWNhbmFkYS1zLWJpZy1wb3N0LXBhbmRlbWljLWJldD9fX3R3aXR0ZXJfaW1wcmVzc2lvbj10cnVl
[2] https://www.slideshare.net/paulyoungcga/postsecondary-education-outcomes-canada
[2] https://www.slideshare.net/paulyoungcga/canada-and-youth-employment-analysis-and-commentary
[2] https://www.slideshare.net/paulyoungcga/pandemic-and-covid19-canada-and-the-world
[1] https://www.canada.ca/en/immigration-refugees-citizenship/services/new-immigrants/pr-travel-document.html
[1] https://www.canada.ca/en/immigration-refugees-citizenship/services/coronavirus-covid19/permanent-residents.html

Top Domains
Top Domains in Tweet in Entire Graph:
[156] twitter.com
[38] youtube.com
[28] dallasnews.com
[23] co.uk
[23] canada.ca
[19] bnnbloomberg.ca
[19] nytimes.com
[17] nbcnews.com
[16] gofundme.com
[15] theguardian.com

Top Domains in Tweet in G2:
[7] twitter.com
[1] facebook.com
[1] cnn.com
[1] advocate.com
[1] nestorgomezstoryteller.com
[1] politico.com
[1] fairus.org
[1] apnews.com
[1] nytimes.com
[1] thedailybeast.com

Top Domains in Tweet in G3:
[71] twitter.com
[10] google.com
[9] bnnbloomberg.ca
[9] linkedin.com
[8] com.au
[7] co.uk
[7] dallasnews.com
[7] balglobal.com
[6] msn.com
[5] theguardian.com

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

Top Domains in Tweet in G8:
[15] gofundme.com

Top Domains in Tweet in G9:
[5] twitter.com
[1] govt.nz
[1] com.au

Top Domains in Tweet in G10:
[20] canada.ca
[6] slideshare.net
[2] bloomberg.com
[1] ledevoir.com
[1] facebook.com
[1] gc.ca

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[397] reconstructnigeria
[238] outland_pr_applications
[82] immigration
[59] covid19
[50] pandemic
[50] dungavel
[46] letprsenter
[43] asylum
[40] brookhouse
[35] savetheaca



Top Hashtags in Tweet in G2:
[4] covid19
[4] voteyourheartforbiden
[3] usafacts
[3] bidenbelieves
[2] legalimmigrants
[2] rickvirus
[2] unblocks386
[2] covid
[2] bidencares
[2] trump2020tosaveamerica

Top Hashtags in Tweet in G3:
[35] immigration
[8] globalmobility
[7] bidenbelieves
[7] uk
[6] coronavirus
[6] covid19
[6] immigrant
[6] canada
[5] trump
[5] covid

Top Hashtags in Tweet in G4:
[356] reconstructnigeria
[2] endssars
[1] petrol
[1] education
[1] phcn
[1] inec
[1] health
[1] security
[1] accountability
[1] customs

Top Hashtags in Tweet in G5:
[1] votebidenharris

Top Hashtags in Tweet in G6:
[11] publicservices

Top Hashtags in Tweet in G9:
[8] tudgefudge
[3] auspol
[2] immigration
[1] strandedaussies
[1] rubyprincess
[1] noplan
[1] alp
[1] pandemic
[1] quarantine
[1] federal

Top Hashtags in Tweet in G10:
[238] outland_pr_applications
[46] letprsenter
[29] outland_pr_applicants
[11] expressentry
[4] covid19
[2] dyk
[1] prioritizefamilysponsorship
[1] immigrationmatters
[1] releaseppraccra
[1] provincecandidates

Top Words
Top Words in Tweet in Entire Graph:
[2664] immigration
[2582] health
[1772] immigrant
[1387] voted
[1387] against
[1340] treating
[1338] tonight
[1319] hard
[1312] covid
[1107] care

Top Words in Tweet in G1:
[969] health
[968] dawnbutlerbrent
[968] tories
[968] doing
[968] much
[968] bad
[968] stuff
[968] hard
[968] keep
[968] tonight

Top Words in Tweet in G2:
[184] immigration
[175] trump
[153] realdonaldtrump
[134] plan
[108] covid
[85] health
[76] pandemic
[75] right
[69] lies
[63] entire

Top Words in Tweet in G3:
[254] immigration
[170] covid
[117] immigrant
[108] health
[83] pandemic
[79] 19
[56] trump
[50] care
[46] people
[43] more

Top Words in Tweet in G4:
[358] hike
[358] price
[358] bill
[357] petrol
[357] education
[357] phcn
[357] inec
[357] care
[356] #reconstructnigeria
[356] health

Top Words in Tweet in G5:
[342] michelle
[342] obama
[342] educated
[342] first
[342] lady
[342] five
[342] degrees
[342] lawyer
[342] juris
[342] doctor

Top Words in Tweet in G6:
[363] tonight
[363] voted
[363] against
[363] treating
[363] health
[337] workers
[326] conservatives
[326] care
[326] respect
[326] putting

Top Words in Tweet in G7:
[298] far
[298] fewer
[298] 3x
[298] married
[298] 2x
[298] divorced
[298] serial
[298] adulter
[298] abortion
[298] demanding

Top Words in Tweet in G8:
[275] hard
[275] due
[260] please
[260] donate
[260] possible
[260] black
[260] immigrant
[260] family
[260] going
[260] time

Top Words in Tweet in G9:
[133] immigration
[108] alantudgemp
[101] border
[87] minister
[85] kkeneally
[80] acting
[78] control
[75] pandemic
[74] top
[74] notch

Top Words in Tweet in G10:
[285] immigration
[238] really
[238] matters
[238] many
[238] #outland_pr_applications
[238] delayed
[215] deseve
[187] marcomendicino
[99] announcement
[68] citimmcanada

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1337] voted,against
[1337] against,treating
[1337] treating,health
[1013] health,car
[1011] tories,doing
[1011] doing,much
[1011] much,bad
[1011] bad,stuff
[1011] stuff,hard
[1011] hard,keep

Top Word Pairs in Tweet in G1:
[968] tories,doing
[968] doing,much
[968] much,bad
[968] bad,stuff
[968] stuff,hard
[968] hard,keep
[968] keep,tonight
[968] tonight,voted
[968] voted,against
[968] against,treating

Top Word Pairs in Tweet in G2:
[57] health,care
[36] joe,biden
[34] trump,right
[34] right,pandemic
[34] pandemic,validates
[34] validates,entire
[34] entire,trump
[34] trump,doctrine
[34] doctrine,right
[34] right,trade

Top Word Pairs in Tweet in G3:
[76] covid,19
[40] health,care
[17] immigration,health
[16] illegal,immigration
[14] during,pandemic
[13] health,surcharge
[13] mental,health
[10] immigration,policy
[10] climate,change
[10] trump,administration

Top Word Pairs in Tweet in G4:
[357] hike,petrol
[357] petrol,price
[357] price,education
[357] education,phcn
[357] phcn,bill
[357] bill,inec
[356] #reconstructnigeria,hike
[356] inec,health
[356] health,care
[356] care,security

Top Word Pairs in Tweet in G5:
[342] michelle,obama
[342] obama,educated
[342] educated,first
[342] first,lady
[342] lady,five
[342] five,degrees
[342] degrees,lawyer
[342] lawyer,juris
[342] juris,doctor
[342] doctor,book

Top Word Pairs in Tweet in G6:
[363] voted,against
[363] against,treating
[363] treating,health
[326] tonight,conservatives
[326] conservatives,voted
[326] health,care
[326] care,workers
[326] workers,respect
[326] respect,putting
[326] putting,nhs

Top Word Pairs in Tweet in G7:
[298] far,fewer
[298] fewer,3x
[298] 3x,married
[298] married,2x
[298] 2x,divorced
[298] divorced,serial
[298] serial,adulter
[298] adulter,abortion
[298] abortion,demanding
[298] demanding,death

Top Word Pairs in Tweet in G8:
[260] please,donate
[260] donate,possible
[260] possible,black
[260] black,immigrant
[260] immigrant,family
[260] family,going
[260] going,hard
[260] hard,time
[260] time,due
[227] due,immigration

Top Word Pairs in Tweet in G9:
[82] immigration,minister
[79] acting,immigration
[77] border,control
[75] minister,alantudgemp
[74] top,notch
[74] notch,border
[74] control,acting
[74] alantudgemp,global
[74] global,pandemic
[73] kkeneally,top

Top Word Pairs in Tweet in G10:
[238] immigration,really
[238] really,matters
[238] matters,many
[238] many,#outland_pr_applications
[238] #outland_pr_applications,delayed
[215] delayed,deseve
[140] marcomendicino,immigration
[70] deseve,announcement
[46] citimmcanada,immigration
[43] travel,restrictions

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@kirstiealley
@yis_immigration
@thehill
@marcomendicino
@gop
@dannytempleton9
@larrainewright1
@joebiden
@jasonmillerindc

Top Replied-To in G1:
@dawnbutlerbrent
@eileenturner8

Top Replied-To in G2:
@realdonaldtrump
@kirstiealley
@joebiden
@flotus
@bluestein
@whitehouse
@atrupar
@funder
@karmakkaze
@erictrump

Top Replied-To in G3:
@heisenb36299155

Top Replied-To in G4:
@davido

Top Replied-To in G8:
@chrsbot
@wavydrugs
@franniedb94
@videojames_
@perfectopat
@elkingmari
@georgsoup
@tomboysanyu
@mistyears
@f0lake

Top Replied-To in G9:
@alantudgemp
@kkeneally
@vic_rollison
@janine_hendry
@blshiv
@joshfrydenberg
@c_donners
@daydream_mr
@chimera414
@simonbankshb

Top Replied-To in G10:
@marcomendicino
@justintrudeau
@citimmcanada
@freemougli
@dhadhinak
@rampunukollu
@tejasre82906859
@surreal_is_fun
@navdeep53598211
@kamboj_taran

Top Mentioned
Top Mentioned in Entire Graph:
@dawnbutlerbrent
@davido
@dearauntcrabby
@nicktorfaen
@shannonfreshour
@abeiyuwaa
@marcomendicino
@judicialwatch
@realdonaldtrump
@alantudgemp

Top Mentioned in G1:
@dawnbutlerbrent
@markaw214
@jan90757628
@msblackadder
@dearaunty
@teresadg0
@exwren

Top Mentioned in G2:
@realdonaldtrump
@joebiden
@kirstiealley
@daniellecandela
@steventhobrien
@jimdemint
@gatewaypundit
@cnn
@foxnews
@gepehill1

Top Mentioned in G3:
@ukvisabarrister
@lightandfire33
@rafcdanny
@califgal49
@caxentsecr
@master_modeler
@cnnc_uncg
@maketheroadnj
@vaugep
@dianeeldredge99

Top Mentioned in G4:
@davido
@omoyagun13

Top Mentioned in G5:
@dearauntcrabby
@drgjackbrown

Top Mentioned in G6:
@nicktorfaen
@dawnbutlerbrent
@cmcanea
@dearauntcrabby

Top Mentioned in G7:
@shannonfreshour
@dearauntcrabby

Top Mentioned in G8:
@abeiyuwaa
@georgsoup
@gresham2x
@wavydrugs
@tomboysanyu
@franniedb94
@videojames_
@chrsbot
@shunarmoynaa
@adexnelson

Top Mentioned in G9:
@alantudgemp
@kkeneally
@alanbixter
@janine_hendry
@scottmorrisonmp
@ozpsych
@steverezdo
@sey2s
@jenniferdeayton
@vic_rollison

Top Mentioned in G10:
@marcomendicino
@citimmcanada
@justintrudeau
@ferable
@paral5629
@hsetayesh2
@prapplicantsavo
@fhm_hmd
@2005jazin
@globalnews

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@jurylady5
@robinsnewswire
@uber_support
@lennaleprena
@rk70534
@s9tmt
@british_airways
@geoffrey_payne
@ez4u2say_janis

Top Tweeters in G1:
@rk70534
@curiocat13
@lewisno1fan
@manatrue
@shipa123
@lindsayromantic
@shirleymcbrinn
@lanct22
@parsifel43
@boogwinchester

Top Tweeters in G2:
@jjauthor
@reuters
@safimaasai
@foxnews
@kerner_gary
@pameladubsky49
@mtinamorgan
@lrihendry
@nypost
@michael_szumega

Top Tweeters in G3:
@robinsnewswire
@debrammason1
@dgendvil
@tammytabby
@drspl5
@marcottepierre1
@deviousfranklin
@rakiko_hime
@sujoydhar2016
@califgal49

Top Tweeters in G4:
@dappy_52
@kingbiodun_
@itsnotpjay
@iamujublessing
@lordmizzy123
@donkool_
@princetogram
@theceleblawyer
@tomisinini
@itz_derachi

Top Tweeters in G5:
@cheezwitham
@jamestoupin
@lindacollins11
@kath2252
@mdjacksondallas
@kalaax008
@cryborg
@beverlyfolkers
@1feralkat
@barb_swan

Top Tweeters in G6:
@s9tmt
@roadwarrior29
@suegray834
@dingabelle
@fiona_fionnagal
@natalie91231732
@peradventur3
@andypeacock999
@laizydaizey
@glynis_fisher

Top Tweeters in G7:
@brontyman
@pushandpulljlm
@88seattle61
@ronsupportsyou
@carolk47
@flyhyland
@nartist
@saukel
@lininohio
@kriscolvin

Top Tweeters in G8:
@plainjanedoe__
@mavellahh
@nfnamfonnn
@congoliana_
@xx_betty_cx
@booksandquills2
@lulofrmjuptr_
@funfettipancake
@goldenoptimism
@huffietina

Top Tweeters in G9:
@jurylady5
@lennaleprena
@geoffrey_payne
@davidbewart
@angelakorras
@msmwatchdog2013
@yathinkn
@roseannebyrne
@leel06lee
@pedwards2014

Top Tweeters in G10:
@globalnews
@stayhigh2087
@emilia_suze
@citimmcanada
@bwildemtl
@paulyoungcpa
@swiftie01
@quea_ali
@gaspricewizard
@justintrudeau


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