(immigrant OR immigration) (COVID OR corona OR virus OR pandemic OR ill OR illness OR health OR doctor OR nurse), Twitter, 4/23/2021 5:13:55 PM, 253382


FAQ | Problem?

(immigrant OR immigration) (COVID OR corona OR virus OR pandemic OR ill OR illness OR health OR doct
(immigrant OR immigration) (COVID OR corona OR virus OR pandemic OR ill OR illness OR health OR doct
From:
NodeXLExcelAutomator
Uploaded on:
April 23, 2021
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/3aCCeW6
@surgeon_general
@lavina_varghese
@yuririv02558750
@whitehouse
@parimalrajviswa
@rweingarten
@potus
@joyannreid
@un
@sidharthjamwal3

Top has

Description:
Description
The graph represents a network of 7,866 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 April 2021 at 23:06 UTC.

The requested start date was Wednesday, 21 April 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 2-day, 20-hour, 26-minute period from Sunday, 18 April 2021 at 03:34 UTC to Wednesday, 21 April 2021 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 : 7866
Unique Edges : 3711
Edges With Duplicates : 12965
Total Edges : 16676
Number of Edge Types : 5
Tweet : 805
MentionsInRetweet : 7694
Mentions : 1515
Retweet : 6017
Replies to : 645
Self-Loops : 845
Reciprocated Vertex Pair Ratio : 0.00926339285714286
Reciprocated Edge Ratio : 0.0183567400199049
Connected Components : 1024
Single-Vertex Connected Components : 436
Maximum Vertices in a Connected Component : 3814
Maximum Edges in a Connected Component : 9630
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 5.882865
Graph Density : 0.00014617054350776
Modularity : 0.532186
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 7,866 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 April 2021 at 23:06 UTC.

The requested start date was Wednesday, 21 April 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 2-day, 20-hour, 26-minute period from Sunday, 18 April 2021 at 03:34 UTC to Wednesday, 21 April 2021 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:
[57] https://www.washingtonexaminer.com/news/more-americans-illegal-immigration-important-pandemic-poll
[30] https://apnews.com/article/donald-trump-coronavirus-pandemic-immigration-7c8c0bad5dedb750c2aa7c1e9d8aa3cb
[23] http://nyc.gov/vaccinefinder
[23] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/faq.html
[17] https://www.dallasnews.com/news/immigration/2021/04/16/bidens-best-tools-in-stopping-immigrants-from-crossing-the-border-mexican-soldiers-and-the-pandemic/
[11] https://www.thestar.com/news/gta/2021/04/18/reva-mai-wrote-about-her-immigrant-familys-woes-getting-the-covid-19-vaccine-living-at-jane-and-finch-now-theyre-vaccinated-and-feeling-thankful.html
[10] https://apnews.com/article/mexico-coronavirus-pandemic-immigration-united-states-1a7d3e0e8eca173138a9361dc9af0e83
[9] https://www.rawstory.com/2020/07/hate-group-that-took-as-much-as-1-million-in-pandemic-relief-appears-to-have-no-income-or-employees/
[8] https://www.nytimes.com/2021/04/08/health/coronavirus-mrna-kariko.html
[7] https://www.breitbart.com/immigration/2020/10/04/report-37k-americans-have-their-jobs-outsourced-middle-pandemic/

Top URLs in Tweet in G1:
[1] https://apnews.com/article/mexico-coronavirus-pandemic-immigration-border-guatemala-4d6e258b4b23c4f068b008af83c1151e

Top URLs in Tweet in G2:
[7] https://www.breitbart.com/immigration/2020/10/04/report-37k-americans-have-their-jobs-outsourced-middle-pandemic/
[2] https://p2a.co/NQQswEo
[2] https://twitter.com/Dawnnewyorker/status/1207083660228399105?s=20
[2] https://www.cnn.com/2021/04/13/politics/democrats-immigration-infrastructure-biden-essential-workers/index.html
[1] https://www.wsj.com/articles/work-permit-backlog-for-immigrant-spouses-takes-toll-on-professional-women-11618668088?mod=searchresults_pos3&page=1
[1] https://twitter.com/USTechWorkers/status/1381819686837452803?s=20
[1] https://twitter.com/immivoices/status/1343623217873887233?s=20
[1] https://twitter.com/curtisatlaw/status/1382410864796442625
[1] https://www.forbes.com/sites/stuartanderson/2021/04/12/lawsuit-challenges-biden-administration-covid-19-visa-policies/?sh=1376136e1824
[1] https://twitter.com/CFRPtweet/status/1382683927735889922

Top URLs in Tweet in G3:
[17] https://apnews.com/article/donald-trump-coronavirus-pandemic-immigration-7c8c0bad5dedb750c2aa7c1e9d8aa3cb
[9] https://www.washingtonexaminer.com/news/more-americans-illegal-immigration-important-pandemic-poll
[8] https://apnews.com/article/mexico-coronavirus-pandemic-immigration-united-states-1a7d3e0e8eca173138a9361dc9af0e83
[5] https://spectrumlocalnews.com/nc/coastal/business/2021/04/20/outer-banks-getting-ready-for-a-busy-summer--but-where-are-the-workers-
[4] https://apple.news/ABUdbXVwcQjaujrddqTfkhQ
[3] https://twitter.com/Surgeon_General/status/1383503837005111304
[3] https://www.nytimes.com/2021/04/08/health/coronavirus-mrna-kariko.html
[3] https://globalnews.ca/video/7768186/pandemic-gives-canada-backlog-of-immigration-applications
[2] https://www.kvpr.org/post/valley-edition-april-16-2021-latino-immigrant-covid-deaths-armenian-films-national-parks
[2] https://human-resources-health.biomedcentral.com/articles/10.1186/s12960-021-00599-8?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G5:
[1] https://france3-regions.francetvinfo.fr/provence-alpes-cote-d-azur/alpes-maritimes/menton/alpes-maritimes-le-nombre-de-migrants-interpelles-a-menton-explose-2052364.html
[1] https://www.valeursactuelles.com/?p=136925

Top URLs in Tweet in G7:
[2] https://www.canada.ca/en/public-health/news/2021/02/government-of-canada-expands-restrictions-to-international-travel-by-land-and-air.html
[2] https://twitter.com/RaviSinghKA/status/1384227620640878599?s=19
[2] https://www.theglobeandmail.com/canada/alberta/article-calgary-catholic-immigration-society-connects-former-refugees-with/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[1] https://twitter.com/MizEmcee/status/1384551043913109507
[1] https://www.budget.gc.ca/2021/report-rapport/p2-en.html#chap6
[1] https://www.canada.ca/en/immigration-refugees-citizenship/corporate/publications-manuals/operational-bulletins-manuals/temporary-residents/study-permits/post-graduation-work-permit-program/travel.html
[1] https://www.canada.ca/en/immigration-refugees-citizenship/services/coronavirus-covid19/travel-restrictions-exemptions.html
[1] https://www.canada.ca/en/immigration-refugees-citizenship/services/coronavirus-covid19/students.html#arrive
[1] https://www.canada.ca/en/immigration-refugees-citizenship/news/notices/supporting-information-applications-in-progress.html
[1] https://twitter.com/shadanfarahbakh/status/1383684384922869760

Top URLs in Tweet in G8:
[2] https://www.washingtonexaminer.com/news/more-americans-illegal-immigration-important-pandemic-poll
[1] https://saraacarter.com/pew-poll-illegal-immigration-is-becoming-a-bigger-problem-than-covid-19-americans-say/
[1] https://twitter.com/kamalaharris/status/1144707220258656256

Top URLs in Tweet in G10:
[46] https://www.washingtonexaminer.com/news/more-americans-illegal-immigration-important-pandemic-poll
[2] https://www.judicialwatch.org/corruption-chronicles/homeless-shelter-cleared-to-house-illegal-aliens-dozens-infected-with-covid-19/?utm_source=twitter&utm_medium=social&utm_campaign=corruption_chronicles
[1] https://trib.al/raq9CIr
[1] https://trib.al/B3r7BMd
[1] https://www.mcall.com/news/pennsylvania/mc-nws-pa-immigrant-refugee-vaccination-process-20210418-mhzbzcltdjey5p2xq277yosqka-story.html

Top Domains
Top Domains in Tweet in Entire Graph:
[109] twitter.com
[66] apnews.com
[59] washingtonexaminer.com
[25] cdc.gov
[24] nyc.gov
[18] dallasnews.com
[17] youtube.com
[17] nytimes.com
[17] thestar.com
[14] co.uk

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

Top Domains in Tweet in G2:
[9] breitbart.com
[6] twitter.com
[2] p2a.co
[2] apnews.com
[2] cnn.com
[1] wsj.com
[1] forbes.com
[1] trib.al
[1] dailycaller.com
[1] interfaithimmigration.org

Top Domains in Tweet in G3:
[45] twitter.com
[33] apnews.com
[10] washingtonexaminer.com
[6] nytimes.com
[6] haute-lifestyle.com
[6] apple.news
[5] theguardian.com
[5] spectrumlocalnews.com
[4] youtube.com
[4] co.uk

Top Domains in Tweet in G5:
[1] francetvinfo.fr
[1] valeursactuelles.com

Top Domains in Tweet in G7:
[8] canada.ca
[6] twitter.com
[2] theglobeandmail.com
[1] gc.ca

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

Top Domains in Tweet in G10:
[46] washingtonexaminer.com
[2] judicialwatch.org
[2] trib.al
[1] mcall.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[363] consularservicesincuba
[109] whatshappeninginmyanmar
[109] apr20coup
[102] covid
[87] immigration
[63] covid19
[48] menton
[48] frontières
[46] budget2021
[25] greencardbacklogs



Top Hashtags in Tweet in G2:
[363] consularservicesincuba
[25] greencardbacklogs
[12] dv2021
[8] freethemall
[7] h1b
[5] h4eaddelays
[5] womenforcedtoquit
[4] reopenushavembassy
[4] flotus
[3] cfrp

Top Hashtags in Tweet in G3:
[71] whatshappeninginmyanmar
[71] apr20coup
[19] immigration
[14] covid
[13] covid19
[5] biden
[4] trump
[4] canada
[4] immigrants
[3] politics

Top Hashtags in Tweet in G5:
[47] menton
[47] frontières
[47] covid
[1] immigration

Top Hashtags in Tweet in G6:
[4] whatshappeninginmyanmar
[4] apr20coup

Top Hashtags in Tweet in G7:
[34] budget2021
[25] immigration
[5] free_copr_post_march18
[4] prioritizefamilysponsorship
[2] ableg
[1] justice4canadianspousalsponsors
[1] cdnpoli
[1] senca
[1] cdnimm
[1] yyc

Top Hashtags in Tweet in G8:
[21] poll
[21] bordercrisis
[2] guns
[2] climate
[2] co2
[2] blacks
[2] whites
[2] covid
[2] vaccine
[1] immigration

Top Hashtags in Tweet in G9:
[23] egyptian_pharmacists_rights
[2] cnnexposed
[2] cnn
[2] skynews
[2] bbcnews
[2] bbcarabic
[2] un
[2] human

Top Words
Top Words in Tweet in Entire Graph:
[3638] immigration
[3506] covid
[1966] 19
[1669] immigrant
[1556] status
[1514] everyone
[1485] services
[1481] eligible
[1459] matter
[1439] testing

Top Words in Tweet in G1:
[1399] immigration
[1396] covid
[1396] status
[1395] everyone
[1395] eligible
[1395] 19
[1395] services
[1395] matter
[1395] testing
[1395] treatment

Top Words in Tweet in G2:
[738] immigrant
[636] travelgov
[620] covid
[557] processing
[550] visas
[538] sdiversityvisa
[483] consulates
[474] using
[433] need
[416] immigration

Top Words in Tweet in G3:
[296] immigration
[161] covid
[91] immigrant
[88] under
[86] 19
[74] doctor
[73] passport
[73] announced
[71] warranted
[71] cdm

Top Words in Tweet in G4:
[296] people
[296] suffering
[296] pandemic
[296] without
[296] healthcare
[296] many
[296] states
[295] joyannreid
[295] especia
[4] surgeon_general

Top Words in Tweet in G5:
[187] covid
[185] l'occasion
[185] sortie
[185] livre
[185] phdevilliers
[185] accordé
[185] entretien
[185] valeurs
[185] décrypte
[185] l'actualité

Top Words in Tweet in G6:
[235] announced
[235] doctor
[235] warranted
[235] under
[235] cdm
[235] encounter
[235] passport
[233] state
[233] television
[233] 505a

Top Words in Tweet in G7:
[98] immigration
[63] health
[59] akintonabja
[58] pandemic
[53] people
[51] waiting
[45] covid
[44] canadians
[41] being
[41] lot

Top Words in Tweet in G8:
[218] covid
[196] border
[195] biden's
[195] reckless
[195] policy
[195] allows
[195] positive
[195] migrants
[195] illegally
[195] cross

Top Words in Tweet in G9:
[299] twenty
[299] thousand
[299] pharmacists
[299] asking
[299] immigration
[299] opened
[299] abandonment
[288] ministry
[288] health
[136] #egyptia

Top Words in Tweet in G10:
[163] illegal
[138] more
[96] immigration
[94] covid
[93] 19
[72] immigrant
[71] crisis
[71] along
[71] mexico
[71] border

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1939] covid,19
[1529] immigration,status
[1434] 19,services
[1430] eligible,covid
[1430] matter,immigration
[1424] everyone,eligible
[1423] services,matter
[1422] status,testing
[1422] testing,treatment
[1422] treatment,vaccinations

Top Word Pairs in Tweet in G1:
[1396] immigration,status
[1395] everyone,eligible
[1395] eligible,covid
[1395] covid,19
[1395] 19,services
[1395] services,matter
[1395] matter,immigration
[1395] status,testing
[1395] testing,treatment
[1395] treatment,vaccinations

Top Word Pairs in Tweet in G2:
[537] sdiversityvisa,travelgov
[531] immigrant,visas
[486] processing,immigrant
[483] consulates,processing
[474] visas,using
[469] using,covid
[363] fulfilling,immigration
[363] immigration,process
[361] process,cuba
[360] cuba,traveling

Top Word Pairs in Tweet in G3:
[71] announced,doctor
[71] doctor,warranted
[71] warranted,under
[71] cdm,encounter
[71] encounter,passport
[71] passport,cancellation
[71] cancellation,immigration
[71] immigration,blacklist
[71] #whatshappeninginmyanmar,#apr20coup
[70] covid,19

Top Word Pairs in Tweet in G4:
[296] people,suffering
[296] suffering,pandemic
[296] pandemic,without
[296] without,healthcare
[296] healthcare,many
[296] many,states
[295] joyannreid,people
[295] states,especia
[4] surgeon_general,everyone
[4] everyone,eligible

Top Word Pairs in Tweet in G5:
[185] l'occasion,sortie
[185] sortie,livre
[185] livre,phdevilliers
[185] phdevilliers,accordé
[185] accordé,entretien
[185] entretien,valeurs
[185] valeurs,décrypte
[185] décrypte,l'actualité
[185] l'actualité,covid
[184] chdornellas,l'occasion

Top Word Pairs in Tweet in G6:
[235] announced,doctor
[235] doctor,warranted
[235] warranted,under
[235] cdm,encounter
[235] encounter,passport
[233] state,television
[233] television,announced
[233] under,505a
[233] 505a,involving
[233] involving,cdm

Top Word Pairs in Tweet in G7:
[40] lot,people
[40] people,waiting
[40] waiting,volunteer
[40] volunteer,front
[40] front,line
[40] line,health
[40] health,safety
[40] safety,canadians
[40] canadians,currently
[40] currently,being

Top Word Pairs in Tweet in G8:
[195] biden's,reckless
[195] reckless,border
[195] border,policy
[195] policy,allows
[195] allows,covid
[195] covid,positive
[195] positive,migrants
[195] migrants,illegally
[195] illegally,cross
[195] cross,borders

Top Word Pairs in Tweet in G9:
[299] twenty,thousand
[299] thousand,pharmacists
[299] pharmacists,asking
[299] asking,immigration
[299] immigration,opened
[299] opened,abandonment
[288] abandonment,ministry
[288] ministry,health
[136] health,#egyptia
[91] ranam136,twenty

Top Word Pairs in Tweet in G10:
[93] covid,19
[92] illegal,immigration
[71] illegal,immigrant
[71] immigrant,crisis
[71] crisis,along
[71] along,mexico
[71] mexico,border
[71] border,bad
[71] bad,enough
[71] enough,homeless

Top Replied-To
Top Replied-To in Entire Graph:
@potus
@marcomendicino
@travelgov
@vp
@uscis
@gop
@secmayorkas
@gopleader
@justintrudeau
@washingtonpost

Top Replied-To in G1:
@moved2italy
@repjayapal

Top Replied-To in G2:
@potus
@travelgov
@vp
@secmayorkas
@uscis
@alexpadilla4ca
@joebiden
@chrisjansing
@fwdus
@senschumer

Top Replied-To in G3:
@greentreeimmig1

Top Replied-To in G5:
@mlp_2022

Top Replied-To in G7:
@marcomendicino
@justintrudeau
@johnpasalis
@a_longhurst
@ctvvancouver
@nbanyi
@billblair
@zubee_p
@mehran83874670
@mohameddualeh7

Top Replied-To in G10:
@cspanwj
@mstone0954

Top Mentioned
Top Mentioned in Entire Graph:
@surgeon_general
@travelgov
@sdiversityvisa
@joyannreid
@poemamhethar
@cattharmony
@phdevilliers
@valeurs
@chdornellas
@moveon

Top Mentioned in G1:
@surgeon_general
@pearlfromca
@dlind

Top Mentioned in G2:
@travelgov
@sdiversityvisa
@katia23456778
@lavina_varghese
@cfrptweet
@vp
@senalexpadilla
@lalitkjha
@potus
@ronaldklain

Top Mentioned in G3:
@realmfus
@ayy_its_laura
@manamaine
@ualoha2
@jkwalkerauthor
@mskihcd
@kmfullertonrico
@secureship
@whitebirdclinic

Top Mentioned in G4:
@joyannreid
@surgeon_general

Top Mentioned in G5:
@phdevilliers
@valeurs
@chdornellas
@thierrymariani
@mlp_officiel
@bastien_lejeune
@geoffroylejeune
@rstainville

Top Mentioned in G6:
@poemamhethar
@htooko

Top Mentioned in G7:
@akintonabja
@carrietait
@marcomendicino
@ratnaomi
@justintrudeau
@birgitomo
@authenticjo
@citimmcanada
@lilac81524934
@amiroucheyacin1

Top Mentioned in G8:
@cattharmony
@saracarterdc
@g_urickhunt
@ricky_liddell

Top Mentioned in G9:
@ranam136
@shaimaa19581206
@yasmeen_moubark
@ghada_elsisy
@saraahm59053917
@menna_mo7ammed
@hagerah50056304
@somaiaa09188004
@mahmoudalirawy
@sallam_sohayla

Top Mentioned in G10:
@judicialwatch
@dcexaminer
@fairimmigration
@dcex
@irlilaw
@cspanwj
@debracassiero
@bidenwinning
@thoughtpro54
@susanferrechio

Top Tweeters
Top Tweeters in Entire Graph:
@pulpnews
@rojname_com
@missb62
@tomthunkitsmind
@oldlady12345
@danielpilotte1
@dichristine
@myfavoritescene
@robinsnewswire
@mlnangalama

Top Tweeters in G1:
@dichristine
@lehimesa
@homegypsy
@katcapps
@teram323tere
@brontyman
@njdoc
@pushandpulljlm
@debrob1947
@redboybroken

Top Tweeters in G2:
@indianexpress
@cabird6
@iamsophianelson
@abc
@wsj
@gstewtwo
@funder
@vautour_marie
@todayshow
@var_nogood

Top Tweeters in G3:
@pulpnews
@rojname_com
@flashbloglive
@nikitakitty
@robinmcouch
@mefbama
@socialistvoice
@passarelliallan
@rojname_english
@nbcla

Top Tweeters in G4:
@missb62
@oldlady12345
@mattmurph24
@kenkircher1
@marthalynneowe1
@frecklesxx20
@hijcp
@mdjacksondallas
@antipandemonium
@publicoutcrysy

Top Tweeters in G5:
@danielpilotte1
@lagrosta
@mounmir
@rosyjour
@maryse_mars
@mounette449
@jc_dussse
@ch_coulon
@njee26
@rjonathan59

Top Tweeters in G6:
@soemoethirithwe
@blessedarae
@mtk51195
@sabe_nyein
@lwinko63037427
@keywarrior_1
@h_wutyee
@astridmai85
@swdo10
@thuhtet69432643

Top Tweeters in G7:
@ksp_libs
@frazzling
@softgrasswalker
@ctvnews
@plasercalgary
@deceitindrugs
@ctvvancouver
@charlesadler
@raffi_rc
@winter_canada

Top Tweeters in G8:
@qbankendy
@blisstabitha
@jdjwhite54
@azws
@xformed
@lalauraru777
@susaninlaguna
@thetoyman1
@veganvecoh
@joesixpacksays

Top Tweeters in G9:
@hendsafwat8
@bella15171970
@reemahm64241480
@hasssanovich
@nesmamoussa4
@yasmeen_moubark
@aiahmahmud
@boushraelemery
@mahmoud_ali_7
@marwaab15153920

Top Tweeters in G10:
@lindaleeking
@madanabhat
@lyndae222
@troubleddays
@dcexaminer
@jpwilloughby
@fieldroamer
@commonsense258
@sasha031
@gingermarple