covid mental health, Twitter, 1/19/2023 6:39:15 PM, 288301


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covid mental health Twitter NodeXL SNA Map and Report for Thursday, 19 January 2023 at 16:53 UTC
covid mental health Twitter NodeXL SNA Map and Report for Thursday, 19 January 2023 at 16:53 UTC
From:
marc_smith
Uploaded on:
January 19, 2023
Short Description:
covid mental health via NodeXL https://bit.ly/3wclrUa
@sarahhuckabee
@thackerpd
@celestial_bean_
@drleanawen
@watinthe_
@alexmeshkin
@lauramiers
@laymagdalene
@peat_ross_
@dad2mwm

Top hashtags:
#tipsforcovid
#mentalhealth
#covid
#covid19
#innazhvanetskaya
#clotshot

Description:
Description
The graph represents a network of 7,305 Twitter users whose recent tweets contained "covid mental health", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 1/12/2023 8:49:34 AM and 1/19/2023 8:49:34 AM. The network was obtained from Twitter on Thursday, 19 January 2023 at 16:56 UTC.

The tweets in the network were tweeted over the 1087-day, 15-hour, 18-minute period from Tuesday, 28 January 2020 at 01:30 UTC to Thursday, 19 January 2023 at 16:48 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 : 7305
Unique Edges : 2068
Edges With Duplicates : 12042
Total Edges : 14110
Number of Edge Types : 9
Retweet : 4978
MentionsInRetweet : 5265
Tweet : 760
Replies to : 941
MentionsInReplyTo : 1683
Quote : 71
Mentions : 373
MentionsInQuote : 25
MentionsInQuoteReply : 14
Self-Loops : 1044
Reciprocated Vertex Pair Ratio : 0.0208540218470705
Reciprocated Edge Ratio : 0.0408560311284047
Connected Components : 993
Single-Vertex Connected Components : 352
Maximum Vertices in a Connected Component : 4350
Maximum Edges in a Connected Component : 9013
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.215079
Graph Density : 0.00013486838899372
Modularity : 0.465627
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 7,305 Twitter users whose recent tweets contained "covid mental health", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 1/12/2023 8:49:34 AM and 1/19/2023 8:49:34 AM. The network was obtained from Twitter on Thursday, 19 January 2023 at 16:56 UTC.

The tweets in the network were tweeted over the 1087-day, 15-hour, 18-minute period from Tuesday, 28 January 2020 at 01:30 UTC to Thursday, 19 January 2023 at 16:48 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 : covid mental health
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 Color : In-Degree
Vertex Radius : In-Degree
Vertex Alpha : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[20] https://news.yahoo.com/mental-health-and-substance-use-disorders-rose-among-youth-during-height-of-covid-pandemic-100001411.html
[10] http://www.gregorytravis.com/SARS-CoV-2/CoronaGraphs/
[8] https://naturesrealhealth.blogspot.com/2022/01/god-mental-health-covid-19-vaccinations.html
[7] https://jamanetwork.com/journals/jama-health-forum/fullarticle/2800138
[7] https://www.research.va.gov/currents/0222-VA-research-spells-out-COVIDs-down-the-road-risks-for-cardiovascular-and-mental-health.cfm
[6] https://www.sec-ed.co.uk/knowledge-bank/the-seced-podcast-mental-health-in-schools-wellbeing-pastoral-covid-pandemic-recovery-send-anxiety-adhd-neurodiversity-depression-cpd-self-harm
[6] https://www.medrxiv.org/content/10.1101/2023.01.10.23284386v1
[6] https://www.cnn.com/2023/01/11/health/moderna-bivalent-transparency/index.html?fbclid=IwAR2D8MQbmtzdT-Sd1s_LPGr5sEczrZzqFxbV8-cXZzNVT0vj7r6-NzBGytg
[5] https://www.shorturl.at/agAEJ
[5] https://www.abc.net.au/news/health/2022-07-29/covid-19-three-myths-challenge-lies-ahead/101274980

Top URLs in Tweet in G1:
[5] https://twitter.com/SarahHuckabee/status/1615337440591462400
[1] https://covid19.nih.gov/covid-19-topics/mental-health
[1] https://twitter.com/sarahhuckabee/status/1615337440591462400

Top URLs in Tweet in G2:
[19] https://news.yahoo.com/mental-health-and-substance-use-disorders-rose-among-youth-during-height-of-covid-pandemic-100001411.html
[8] https://naturesrealhealth.blogspot.com/2022/01/god-mental-health-covid-19-vaccinations.html
[5] https://naturesrealhealth.blogspot.com/2022/01/fast-foods-surging-autoimmune-diseases.html
[4] https://trib.al/q5ygpQI
[4] https://twitter.com/Foz89107323/status/1615476823369940992/photo/1
[4] https://twitter.com/DrDara2/status/1615310006865514496/photo/1
[4] https://www.change.org/p/provide-mental-health-group-support-for-covid-19-survivors?recruiter=1859714&recruited_by_id=69381640-c1ad-012f-087e-4040b09128dc&utm_source=share_petition&utm_medium=copylink&utm_campaign=petition_dashboard
[4] https://twitter.com/TinadaOrg/status/1615752657658085377/photo/1
[3] https://twitter.com/Foz89107323/status/1615476832811323393/photo/1
[3] https://twitter.com/GuerreroToltec/status/1613993965921144832/photo/1

Top URLs in Tweet in G3:
[1] https://www.cnn.com/2023/01/15/us/parents-winter-covid-rsv-wellness
[1] https://www.cidrap.umn.edu/covid-19/study-says-most-long-covid-symptoms-resolve-1-year-after-mild-cases-experts-not-so-sure

Top URLs in Tweet in G4:
[1] https://twitter.com/MohanInsan64/status/1615525689448599553/photo/1
[1] https://twitter.com/NehaSha89077757/status/1615558595512528898/photo/1

Top URLs in Tweet in G5:
[5] https://www.abc.net.au/news/health/2022-07-29/covid-19-three-myths-challenge-lies-ahead/101274980
[3] https://twitter.com/vixenvalentino/status/1614774973591060482/photo/1
[2] https://www.news.com.au/lifestyle/health/mental-health/surprising-long-covid-impact-on-children-revealed/news-story/80fcc80059c63faa53c4928f9357f2e2
[1] https://twitter.com/harvardmed/status/1609246770885758977?t=fMtugoMiRdDbBogGqmwcaw&s=19
[1] https://fee.org/articles/new-study-shows-the-striking-correlation-between-school-attendance-and-youth-suicides/
[1] https://www.theguardian.com/world/2022/sep/01/nearly-2000-australian-children-have-lost-parents-to-covid
[1] https://twitter.com/EdmJbg/status/1614786239974211585/photo/1
[1] https://twitter.com/AlanBixter/status/1615463918775988225/photo/1
[1] https://hlh.who.int/ab-detail/provision-of-comprehensive-sexuality-education-during-covid-19
[1] https://www.medicusmundi.ch/en/forums-for-reflection-and-learning/who-case-studies/

Top URLs in Tweet in G6:
[4] https://twitter.com/BruderSchwartz/status/1615058215879774225/photo/1
[2] https://twitter.com/thackerpd/status/1613872560936214528/photo/1
[2] https://www.theguardian.com/society/2022/apr/03/swamped-nhs-mental-health-services-turning-away-children-say-doctors
[2] https://www.abc.net.au/news/2022-12-12/psychologists-visits-rebates-mark-butler-covid/101760994
[1] https://www.thenation.com/article/society/covid-new-yorker-green-centrism/
[1] https://twitter.com/HappyCamper2626/status/1614782288809840640/video/1
[1] https://www.bbc.com/news/uk-wales-politics-54467962
[1] https://www.theguardian.com/business/2023/jan/16/mental-health-of-people-in-wales-worst-affected-by-cost-of-living-crisis-poll-finds?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1673852485
[1] https://www.theguardian.com/education/2023/jan/13/cultural-shift-since-pandemic-causing-attendance-crisis-in-english-schools
[1] https://twitter.com/GBNEWS/status/1615763416747999255/video/1

Top URLs in Tweet in G8:
[1] http://blackinamerica.com/content/385969/how-enrollment-in-healthcare-insurance-by-january-15-2023-protects-your-mental-health-get-covid-19-vaccine#.Y8CJOkGSxFk.twitter
[1] http://blackinamerica.com/content/385969/how-enrollment-in-healthcare-insurance-by-january-15-2023-protects-your-mental-health-get-covid-19-vaccine#.Y8CIr1jqbT0.twitter
[1] http://blackinamerica.com/content/385969/how-enrollment-in-healthcare-insurance-by-january-15-2023-protects-your-mental-health-get-covid-19-vaccine#.Y8CHynGwP8Y.twitter
[1] http://blackinamerica.com/content/385969/how-enrollment-in-healthcare-insurance-by-january-15-2023-protects-your-mental-health-get-covid-19-vaccine#.Y8CHOMIILuw.twitter
[1] http://blackinamerica.com/content/385969/how-enrollment-in-healthcare-insurance-by-january-15-2023-protects-your-mental-health-get-covid-19-vaccine#.Y8CGEMSXdNI.twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[578] twitter.com
[25] yahoo.com
[22] nih.gov
[22] co.uk
[20] theguardian.com
[17] blogspot.com
[14] org.uk
[11] chalkbeat.org
[11] jamanetwork.com
[10] youtube.com

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

Top Domains in Tweet in G2:
[140] twitter.com
[20] yahoo.com
[19] nih.gov
[17] blogspot.com
[9] chalkbeat.org
[5] trib.al
[5] linkedin.com
[5] myjournals.org
[4] change.org
[3] nhs.uk

Top Domains in Tweet in G3:
[1] cnn.com
[1] umn.edu

Top Domains in Tweet in G4:
[2] twitter.com

Top Domains in Tweet in G5:
[15] twitter.com
[5] net.au
[3] com.au
[1] fee.org
[1] theguardian.com
[1] who.int
[1] medicusmundi.ch
[1] harvardmagazine.com
[1] nypost.com
[1] substack.com

Top Domains in Tweet in G6:
[9] twitter.com
[4] theguardian.com
[2] youtube.com
[2] net.au
[1] thenation.com
[1] bbc.com
[1] podbean.com
[1] plos.org

Top Domains in Tweet in G8:
[5] blackinamerica.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[186] tipsforcovid
[58] mentalhealth
[39] covid
[28] covid19
[15] innazhvanetskaya
[15] clotshot
[15] longcovid
[12] anxiety
[11] bluemonday
[11] health



Top Hashtags in Tweet in G1:
[1] gopclownshow

Top Hashtags in Tweet in G2:
[11] covid
[11] mentalhealth
[10] covid19
[8] genz
[8] outdoors
[7] longcovid
[5] pwlc
[4] psychology
[3] doctor
[3] depression

Top Hashtags in Tweet in G3:
[1] auspol

Top Hashtags in Tweet in G4:
[185] tipsforcovid

Top Hashtags in Tweet in G5:
[2] cse
[2] covid19
[1] longcovid
[1] childsafety
[1] srh
[1] srhr
[1] covid

Top Hashtags in Tweet in G6:
[2] notgreat4parents
[2] ortheunitedkingdom
[1] pmqs

Top Hashtags in Tweet in G8:
[1] reenieskidz
[1] millenials
[1] daca
[1] lgbtqpride
[1] dreamact

Top Words
Top Words in Tweet in Entire Graph:
[12848] covid
[3443] sarahhuckabee
[3441] mandates
[3437] existing
[3437] leadership
[3432] shutdowns
[3430] executive
[3430] terminated
[3428] orders
[2596] health

Top Words in Tweet in G1:
[10277] covid
[3430] sarahhuckabee
[3417] leadership
[3416] existing
[3416] mandates
[3415] terminated
[3415] orders
[3415] executive
[3415] shutdowns
[29] health

Top Words in Tweet in G2:
[416] health
[379] mental
[363] covid
[187] 19
[95] pandemic
[67] people
[33] care
[27] services
[25] work
[24] long

Top Words in Tweet in G3:
[251] health
[251] mental
[248] covid
[231] 19
[230] form
[230] nyc
[230] transmissible
[230] department
[230] hygiene
[230] xbb

Top Words in Tweet in G4:
[194] saint
[192] mental
[192] time
[192] tough
[192] great
[192] 19
[192] covid
[192] emotional
[192] physical
[192] dr

Top Words in Tweet in G5:
[107] covid
[106] health
[105] mental
[46] avoiding
[45] amandalhu
[44] affecting
[43] nope
[43] told
[43] obsession
[43] worried

Top Words in Tweet in G6:
[40] covid
[33] health
[28] mental
[14] gbnews
[10] soccer
[9] thackerpd
[9] kasperkepp
[9] madhavthambiset
[9] government
[9] adamfeuerstein

Top Words in Tweet in G7:
[68] load
[68] lunch
[68] closed
[68] well
[68] sad
[68] eateries
[68] killing
[68] shedding
[68] hood
[68] patronised

Top Words in Tweet in G8:
[6] health
[6] protects
[6] 19
[6] mental
[6] vaccine
[6] healthcare
[6] covid
[6] enrollment
[4] insurance
[3] january

Top Words in Tweet in G9:
[11] covid
[6] takethatct
[5] 0800_ksmy_ass
[5] freddieminelli
[5] deaths
[4] ve
[4] ssz1967
[4] 5shezz4
[4] strikenstein
[4] health

Top Words in Tweet in G10:
[84] health
[46] covid
[43] mental
[39] physical
[38] tricky
[38] wrt
[38] balance
[37] jenniferlerner1
[3] far
[2] ve

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3432] covid,mandates
[3429] covid,shutdowns
[3428] executive,orders
[3428] covid,leadership
[3428] orders,covid
[3428] mandates,covid
[3428] terminated,existing
[3428] leadership,covid
[3428] existing,executive
[3427] sarahhuckabee,terminated

Top Word Pairs in Tweet in G1:
[3415] orders,covid
[3415] terminated,existing
[3415] mandates,covid
[3415] executive,orders
[3415] covid,leadership
[3415] covid,mandates
[3415] leadership,covid
[3415] existing,executive
[3415] covid,shutdowns
[3414] sarahhuckabee,terminated

Top Word Pairs in Tweet in G2:
[341] mental,health
[182] covid,19
[59] 19,pandemic
[18] health,covid
[17] nature's,real
[17] health,issues
[17] real,health
[15] health,problems
[14] health,services
[14] covid,pandemic

Top Word Pairs in Tweet in G3:
[231] covid,19
[230] department,health
[230] mental,hygiene
[230] hygiene,xbb
[230] xbb,transmissible
[230] nyc,department
[230] transmissible,form
[230] form,covid
[230] health,mental
[229] alexmeshkin,nyc

Top Word Pairs in Tweet in G4:
[192] dr,msg
[192] time,covid
[192] mental,health
[192] physical,emotional
[192] saint,dr
[192] emotional,mental
[192] tough,time
[192] ensure,physical
[192] covid,19
[192] great,tips

Top Word Pairs in Tweet in G5:
[99] mental,health
[46] avoiding,covid
[44] affecting,mental
[43] health,nope
[43] told,worried
[43] worried,obsession
[43] covid,affecting
[43] obsession,avoiding
[42] amandalhu,told
[23] blood,disorders

Top Word Pairs in Tweet in G6:
[26] mental,health
[9] barttels2,philalz
[9] profrobhoward,madhavthambiset
[9] philalz,adamfeuerstein
[9] albertoespay,kasperkepp
[9] adamfeuerstein,gregggonsalves
[9] gregggonsalves,profrobhoward
[9] kasperkepp,barttels2
[8] snupsnus,albertoespay
[7] madhavthambiset,pas

Top Word Pairs in Tweet in G7:
[68] eateries,hood
[68] shop,load
[68] sad,well
[68] hood,closed
[68] load,shedding
[68] killing,lunch
[68] closed,shop
[68] well,patronised
[68] patronised,eateries
[68] shedding,killing

Top Word Pairs in Tweet in G8:
[6] covid,19
[6] 19,vaccine
[6] health,covid
[6] mental,health
[6] protects,mental
[6] enrollment,healthcare
[4] healthcare,insurance
[3] insurance,january
[3] 2023,protects
[3] 15th,protects

Top Word Pairs in Tweet in G9:
[4] ryanbeed,all_knowing_bio
[4] mrdannyteal,cubanigar
[4] its_agenda_2030,zeviax3
[4] sunshine_toes,joe09396262
[4] zxbxngxz,fatalfibers
[4] 5shezz4,ptcjoneses
[4] crazycdn2,vusuxballs
[4] sc_ott,rw_christian
[4] zeviax3,nathanaelyoung
[4] all_knowing_bio,adrienn_me

Top Word Pairs in Tweet in G10:
[43] mental,health
[39] physical,health
[38] health,wrt
[38] covid,tricky
[38] wrt,covid
[38] balance,mental
[38] health,physical
[37] jenniferlerner1,balance
[2] graeme_0,deannatwit
[2] afraid,consequences

Top Replied-To
Top Replied-To in Entire Graph:
@sarahhuckabee
@healthbyjames
@expressupdates
@johnwick1886
@charliejgardner
@1goodtern
@frasernelson
@layahheilpern
@pattymurray
@vprasadmdmph

Top Replied-To in G1:
@sarahhuckabee

Top Replied-To in G3:
@psychosisfuzz

Top Replied-To in G5:
@1goodtern
@edmjbg
@repmtg
@alanbixter
@who
@troyleymoyley
@amandalhu
@binsquan
@jjs999jjs
@nancyk07312478

Top Replied-To in G6:
@guardian
@gbnews
@allendh
@draseemmalhotra
@snupsnus
@albertoespay
@happycamper2626
@elonmusk
@stephen77515722
@speitsch

Top Replied-To in G9:
@johnwick1886
@tbd77
@0800_ksmy_ass
@hannah74e
@freddieminelli

Top Replied-To in G10:
@heypesky
@sonofjaye
@queer_spice

Top Mentioned
Top Mentioned in Entire Graph:
@sarahhuckabee
@alexmeshkin
@mohaninsan64
@brettbenraphael
@amandalhu
@nance726
@criprights
@jenniferlerner1
@gossipbabies
@bandyxlee1

Top Mentioned in G1:
@sarahhuckabee
@lorimagori

Top Mentioned in G2:
@drm_onspeaking
@navbharattimes
@markkemusic
@michael_fbg
@regentmanadb
@hermitsnight
@bolywoodhub
@sonedoyaaaaaaar
@jasmineelgamal
@independa

Top Mentioned in G3:
@alexmeshkin
@mskathleenquinn
@dakota_150
@pmalinauskasmp

Top Mentioned in G4:
@mohaninsan64
@nehasha89077757

Top Mentioned in G5:
@amandalhu
@binsquan
@harvardmed
@albomp
@celestial_bean_
@repmtg
@1goodtern
@kerivvy
@julsc44
@nypost

Top Mentioned in G6:
@gbnews
@thackerpd
@kasperkepp
@barttels2
@philalz
@adamfeuerstein
@gregggonsalves
@profrobhoward
@madhavthambiset
@albertoespay

Top Mentioned in G7:
@brettbenraphael

Top Mentioned in G8:
@geecheex
@namiseattle
@namichinese
@namiminnesota
@namilouisiana
@namiwdc
@naminewyork
@naminova
@anxietyinteens
@act4mh

Top Mentioned in G9:
@takethatct
@shaneakaprop
@0800_ksmy_ass
@hampson14jane
@strikenstein
@zxbxngxz
@fatalfibers
@cbeckj
@carydavid722

Top Mentioned in G10:
@jenniferlerner1
@graeme_0
@deannatwit
@joebingo49
@sonofjaye
@hot_diggity_d
@binsquan
@sarahmccammon
@queer_spice

Top Tweeters
Top Tweeters in Entire Graph:
@souljahsingh
@andyvermaut
@jurylady5
@insdatainter
@flashalert_me
@newsfilterio
@lyndae222
@jerseyboy0423
@real_infinity95
@repubblica

Top Tweeters in G1:
@souljahsingh
@insdatainter
@lyndae222
@mtrushmore2016
@msavaarmstrong
@ladydshops
@tamzilla_52
@twright55
@frlarousse2
@susaninlaguna

Top Tweeters in G2:
@andyvermaut
@newsfilterio
@donotgiveuphope
@quantisnow
@mapocoloco
@pookoo_2000
@zainr
@nicktompan
@newsfrombw
@otcdynamics

Top Tweeters in G3:
@sar_oso
@deepvard
@redboybroken
@purplegarter1
@funnagan
@reggiebub
@mig30m6
@elsbtmar
@kathleerowlands
@anik1968

Top Tweeters in G4:
@deepak2013bans1
@insanmeet25
@rajangroverk
@insanmeet2525
@bantiinsan1
@meetsofatinsan
@lovelyinsa201
@rhtinsa
@rohitth82957851
@jaydeepmahala

Top Tweeters in G5:
@pqpolitics
@cathleenkucz
@nypost
@hopealdridge
@merlinofcanada
@alexandraerin
@joneshowdareyou
@simon_a_wood
@scott_squires
@pixelfish

Top Tweeters in G6:
@guardian
@bbcnews
@abcnews
@pash22
@ia_vets
@desertpuma
@skysportspl
@premierleague
@barttels2
@gadsaad

Top Tweeters in G7:
@crimemind3
@shazdanz
@havdh4024
@theenosh
@marinavanzyl
@cathyraats
@jangysbert
@louisevanrhyn
@emilemoneron
@__cb__________

Top Tweeters in G8:
@mrdavidjohns
@lop1936
@hispaniccaucus
@afameducation
@afspnational
@wwp
@concernedvets
@shrinershosp
@aareports
@namiminnesota

Top Tweeters in G9:
@takethatct
@carlsmythe
@marybaphomet
@cas2328
@ryanbeed
@mrdannyteal
@cbeckj
@0800_ksmy_ass
@hansel21_
@nicolas_gaboury

Top Tweeters in G10:
@joejaggi
@molliekatie
@shanbarnsley
@giajudge
@queer_spice
@apingspring
@sleepyknave
@clintinoslucky7
@aggie_panda
@veryfern


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