#publichealth, Twitter, 4/9/2021 11:16:59 AM, 252409


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#publichealth_2021-04-09_02-29-07.xlsx
#publichealth_2021-04-09_02-29-07.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
April 09, 2021
Short Description:
#publichealth via NodeXL https://bit.ly/3d5sZPU
@globalhealthbot
@publichealth
@nphw
@fordnation
@thartman2u
@publichealthmap
@potus
@cdcdirector
@epi_twit
@jimmcmanusph

Top hashtags:
#publichealth
#covid19
#nphw
#health
#healthcare
#covid
#coronavirus
#nphw2021

Description:
Description
The graph represents a network of 10,330 Twitter users whose recent tweets contained "#publichealth", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 09 April 2021 at 10:24 UTC.

The tweets in the network were tweeted over the 7-day, 21-hour, 37-minute period from Thursday, 01 April 2021 at 11:49 UTC to Friday, 09 April 2021 at 09:26 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 : 10330
Unique Edges : 17259
Edges With Duplicates : 5819
Total Edges : 23078
Number of Edge Types : 5
Retweet : 7071
MentionsInRetweet : 7435
Mentions : 4656
Tweet : 3380
Replies to : 536
Self-Loops : 3586
Reciprocated Vertex Pair Ratio : 0.0356039963669391
Reciprocated Edge Ratio : 0.0687598666900544
Connected Components : 1541
Single-Vertex Connected Components : 814
Maximum Vertices in a Connected Component : 6711
Maximum Edges in a Connected Component : 18370
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.638273
Graph Density : 0.000160292682460505
Modularity : 0.673926
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 10,330 Twitter users whose recent tweets contained "#publichealth", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 09 April 2021 at 10:24 UTC.

The tweets in the network were tweeted over the 7-day, 21-hour, 37-minute period from Thursday, 01 April 2021 at 11:49 UTC to Friday, 09 April 2021 at 09:26 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 : TwitterSearch
Graph Term : #publichealth
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:
[243] https://news.ontario.ca/en/release/60986/ontario-implements-provincewide-emergency-brake
[118] https://www.cdc.gov/eis/application/index.html
[68] http://www.NPHW.org
[47] https://www.researchgate.net/publication/350610092_Policing_Is_a_Public_Health_Issue_The_Important_Role_of_Health_Educators?utm_source=twitter&rgutm_meta1=eHNsLVhUK1lobnk3WDhOWURBandVQ0VpZW9LU0lXTmkrUkRhQ1JPZFBVbyt6Z1ZReEVNYkhTODV1RlJIMi9KVllwSWZyeHhQQkt2RTh2N2lRMHd3VU1iZGF3PT0%3D
[41] https://www.bmj.com/content/373/bmj.n875
[35] http://www.nphw.org
[33] https://www.cmaj.ca/lookup/doi/10.1503/cmaj.210132
[33] https://www.theguardian.com/commentisfree/2021/mar/30/how-many-anti-vaxxers-does-it-take-to-misinform-the-world-just-twelve
[30] http://www.nphw.org/
[30] https://www.theguardian.com/artanddesign/2021/apr/05/re-wilding-our-cities-beauty-biodiversity-and-the-biophilic-cities-movement

Top URLs in Tweet in G1:
[27] https://publichealthmaps.org/map-of-the-week
[26] https://zoom.us/webinar/register/WN_NADpz6I8QUKieUjipx5HTA
[25] http://www.NPHW.org
[21] https://twitter.com/NPHW/status/1379864082048811010
[21] http://www.nphw.org
[17] https://us02web.zoom.us/meeting/register/tZUufuiupjkpGtI_xLFZCiurjT2yZzNlehIg
[13] https://twitter.com/NPHW/status/1379869632291602441
[12] http://www.twtvite.com/NPHW2021
[12] http://www.nphw.org/
[11] http://nphw.org/Events/AJPH-panel

Top URLs in Tweet in G2:
[17] https://www.lung.org/lung-health-diseases/wellness/public-health-issues-lung-health
[15] http://www.NPHW.org
[9] http://www.nphw.org/
[4] https://journal.ahima.org/why-electronic-case-reporting-is-vital-during-pandemics/
[4] https://www.trendtechnology.ca/pages/ultra-lyte
[3] http://www.nphw.org
[3] https://www.trendtechnology.ca/pages/atom-electrostatic-sprayer
[2] https://www.nytimes.com/2021/03/31/well/mind/covid-eating-disorders.html
[2] https://www.mackayhannah.com/conferences/scotlands-public-health-obesity-crisis
[2] https://twitter.com/FwdHumanity/status/1364622864255619074

Top URLs in Tweet in G3:
[168] https://news.ontario.ca/en/release/60986/ontario-implements-provincewide-emergency-brake
[11] https://www.ontario.ca/page/enhancing-public-health-and-workplace-safety-measures-provincewide-shutdown
[6] https://twitter.com/MaryFernando_/status/1377629105601064970
[4] https://www.canada.ca/en/public-health/news/2020/07/information-and-resources-on-covid-19-epidemiology-and-reducing-your-risks-for-infection-and-spreading-the-virus.html
[4] https://financialpost.com/diane-francis/diane-francis-canada-is-ignoring-the-science-on-second-doses
[3] https://covid-19.ontario.ca/zones-and-restrictions#what-is-open-and-closed
[3] https://twitter.com/maggini_19/status/1379724295086206977
[3] https://twitter.com/maggini_19/status/1379698131802161152
[3] https://www.nytimes.com/2021/04/03/opinion/matt-gaetz-hunter-biden-memoir.html?action=click&module=Opinion&pgtype=Homepage
[3] https://twitter.com/deanaruston/status/1379576619535376384

Top URLs in Tweet in G4:
[111] https://www.cdc.gov/eis/application/index.html
[26] https://cutmethane.org/
[8] http://cutmethane.org/?utm_content=160557136&utm_medium=social&utm_source=twitter&hss_channel=tw-456864723
[6] https://tradeoffs.org/2021/04/01/a-new-era-of-gun-violence-research/
[6] https://healthylakes.org/coalition-pushes-30-billion-in-water-infrastructure-funding-to-protect-public-health-reduce-pollution/
[5] https://www.whitehouse.gov/briefing-room/statements-releases/2021/04/07/fact-sheet-biden-harris-administration-announces-initial-actions-to-address-the-gun-violence-public-health-epidemic/
[5] https://twitter.com/lisareynaloe/status/1380189741384089602
[5] https://cspinet.org/news/consumer-groups-fda-bring-calorie-labeling-doordash-grubhub-and-other-third-party-ordering#.YGYXw52PrPk.twitter
[4] https://twitter.com/reuters_health/status/1377636970764103683
[4] https://www.linkedin.com/slink?code=gciuf-s

Top URLs in Tweet in G5:
[15] https://www.rateitgreen.com/green-building-resources/sustainable-building-events/webinar-reopening-restaurants-how-safe-is-it-to-dine-in-again-april-6-11-am/5174
[9] https://twitter.com/EarMuffs10/status/1378992629598277633
[9] https://www.watersecurityhub.org/resources/faecal-pollution-source-tracking-holy-bagmati-river
[7] https://www.reuters.com/article/us-health-coronavirus-china-wildlife-idUSKBN2BO6Y3
[6] https://www.themonthly.com.au/today/rachel-withers/2021/08/2021/1617860886/trust-fall
[6] https://twitter.com/mgtmccartney/status/1377646368349691913
[5] https://time.com/5952532/vaccine-passport-history/
[5] http://wg.convio.net/site/MessageViewer?current=true&em_id=27409.0
[4] https://twitter.com/FOURPAWSeurope/status/1380135335829590019
[4] https://www.healthcareitnews.com/news/emea/new-executive-agency-launched-help-europe-s-recovery-covid-19?utm_source=twitter&utm_medium=social&utm_campaign=hitn_emea&utm_content=april8

Top URLs in Tweet in G6:
[16] https://twitter.com/60Minutes/status/1378849835873370113
[5] https://www.kickstarter.com/projects/eyelinepictures/smallpox-zero
[5] https://www.fox7austin.com/video/899864
[4] https://dellmed.utexas.edu/blog/meet-the-community-health-workers-supporting-health-beyond-the-clinic
[4] https://climatehealthaction.org/cta/climate-health-hhs-recommendations/
[4] https://vip.politicsmeanspolitics.com/2021/04/02/the-end-of-the-coronavirus-pandemic-is-coming-just-dont-set-a-date-for-the-party/
[4] https://twitter.com/EmnaKayouli/status/1377708133225795592
[4] http://myturn.ca.gov
[4] https://cheac.org/wp-content/uploads/2021/03/CaCantWait-Sign-on-Letter.pdf
[3] https://www.aamc.org/news-insights/healing-toxic-brew-hate-racism-and-gun-violence-america

Top URLs in Tweet in G7:
[12] https://secure.everyaction.com/U6UAYnF8rE6s5eT-DaIT9w2
[11] https://www.washingtonpost.com/opinions/2021/04/05/health-care-racism-medicine/
[7] https://harvard.zoom.us/meeting/register/tJwrcu2trzwjGtUORwWaGyLyFGb9bTkiY6dV
[7] https://twitter.com/HCRCS/status/1375566009688600576
[6] https://ssrs.com/win-2020-world-survey-health-and-wellness-in-todays-world/
[5] https://www.linkedin.com/posts/joncwarner_new-technologies-boost-pharmacists-role-activity-6783742080394100736-mDX8
[5] https://solve.mit.edu/challenges/the-trinity-challenge
[5] https://www.commentarymagazine.com/john-podhoretz/bidens-big-government-bet/?utm_campaign=bidens-big-government-bet&utm_medium=social_link&utm_source=missinglettr-twitter
[4] https://www.commentarymagazine.com/noah-rothman/are-public-health-officials-trying-to-drive-us-crazy/?utm_campaign=are-public-health-officials-trying-to-drive-us-crazy&utm_medium=social_link&utm_source=missinglettr-twitter
[4] https://www.linkedin.com/posts/joncwarner_health-healthcare-data-activity-6784466956385947648-SJkK

Top URLs in Tweet in G8:
[10] https://twitter.com/mediawise/status/1377969063586983936
[6] https://www.pharmacytimes.com/view/pharmacists-have-a-role-to-play-in-dismantling-systemic-racism
[5] https://apple.news/ADb3jy_N_S0eYwtYn0AoOQQ
[2] https://twitter.com/KristenhCNN/status/1377999766508949506
[2] https://twitter.com/bmj_latest/status/1379313092014829568
[2] https://www.bbc.com/news/world-africa-53887947?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[2] https://twitter.com/allentien/status/1337078095669579777/photo/1
[2] https://twitter.com/pharmacists/status/1377236866676752386
[2] https://twitter.com/Jusrangers/status/1377438483292168197
[1] https://www.metro1.com.br/noticias/politica/105751,nao-vai-ter-lockdown-diz-bolsonaro-apos-brasil-registrar-42-mil-mortes-em-um-dia

Top URLs in Tweet in G9:
[7] https://jamanetwork.com/journals/jamapsychiatry/fullarticle/2771917?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=040821#.YG8CZQsTxBU.twitter
[7] https://twitter.com/KnowNicotine/status/1373877252312678403
[6] https://peerj.com/articles/11026/?utm_source=twitter&utm_medium=Social&utm_campaign=11026
[5] https://twitter.com/hbowly/status/1378871945186353154
[4] https://www.instagram.com/p/CNGbj0YAsfZ/
[4] https://twitter.com/Vapr4lifeJ/status/1380125920812539906
[4] https://health.bmz.de/events/world-health-day-germanys-commitment-to-a-fairer-healthier-world/
[3] https://filtermag.org/hospital-drug-wounds-stigma/
[2] https://www.sciencedirect.com/science/article/abs/pii/S0013935121000517
[2] https://www.frontiersin.org/articles/10.3389/fpubh.2021.629872/full?utm_source=S-TWT&utm_medium=SNET&utm_campaign=ECO_FPUBH_XXXXXXXX_auto-dlvrit

Top URLs in Tweet in G10:
[18] https://theintercept.com/2021/04/02/covid-vaccine-price-hikes/
[17] https://www.gatesnotes.com/Health/5-things-you-should-know-about-variants
[13] https://www.forbes.com/sites/judystone/2021/03/31/how-counterfeit-covid-19-vaccines-and-vaccination-cards-endanger-us-all/?sh=12b17b753649
[13] https://www.nytimes.com/2021/02/04/travel/coronavirus-vaccine-passports.html
[2] https://www.statnews.com/2021/02/05/what-scientists-know-variants-covid-19-vaccines/
[1] https://www.cdc.gov/eis/application/index.html

Top Domains
Top Domains in Tweet in Entire Graph:
[1773] twitter.com
[344] nphw.org
[267] ontario.ca
[190] cdc.gov
[169] youtube.com
[167] co.uk
[157] linkedin.com
[133] zoom.us
[113] theguardian.com
[96] nytimes.com

Top Domains in Tweet in G1:
[541] twitter.com
[216] nphw.org
[67] zoom.us
[62] publichealthmaps.org
[61] linkedin.com
[56] youtube.com
[39] instagram.com
[39] apha.org
[35] lww.com
[34] cdc.gov

Top Domains in Tweet in G2:
[148] twitter.com
[40] nphw.org
[33] linkedin.com
[17] lung.org
[16] dy.si
[12] instagram.com
[11] youtube.com
[10] siphidaho.org
[8] cdc.gov
[7] nytimes.com

Top Domains in Tweet in G3:
[190] ontario.ca
[61] twitter.com
[4] canada.ca
[4] nytimes.com
[4] financialpost.com
[3] instagram.com
[2] youtube.com
[2] podserve.fm
[1] washingtonpost.com
[1] gallup.com

Top Domains in Tweet in G4:
[113] cdc.gov
[35] cutmethane.org
[32] twitter.com
[6] tradeoffs.org
[6] healthylakes.org
[5] time.com
[5] whitehouse.gov
[5] nytimes.com
[5] cspinet.org
[4] lung.org

Top Domains in Tweet in G5:
[51] twitter.com
[20] rateitgreen.com
[16] cdc.gov
[15] watersecurityhub.org
[8] reuters.com
[7] com.au
[7] time.com
[6] healthcareitnews.com
[6] convio.net
[5] oup.com

Top Domains in Tweet in G6:
[54] twitter.com
[8] ca.gov
[7] cheac.org
[7] utexas.edu
[7] cdc.gov
[6] google.com
[6] cuanschutz.edu
[5] youtube.com
[5] nami.org
[5] kickstarter.com

Top Domains in Tweet in G7:
[17] twitter.com
[16] washingtonpost.com
[16] commentarymagazine.com
[12] everyaction.com
[11] linkedin.com
[7] zoom.us
[6] ssrs.com
[5] mit.edu
[4] oralhealthnc.org
[3] tandfonline.com

Top Domains in Tweet in G8:
[30] twitter.com
[7] pharmacytimes.com
[5] apple.news
[4] bbc.com
[3] nytimes.com
[3] elsevierhealth.com
[2] cambridge.org
[2] axios.com
[2] nejm.org
[2] hrw.org

Top Domains in Tweet in G9:
[44] twitter.com
[40] frontiersin.org
[13] youtube.com
[7] peerj.com
[7] jamanetwork.com
[6] instagram.com
[6] sciencedirect.com
[5] nature.com
[5] bloomberg.com
[4] bmz.de

Top Domains in Tweet in G10:
[18] theintercept.com
[17] gatesnotes.com
[13] forbes.com
[13] nytimes.com
[2] statnews.com
[1] cdc.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[12352] publichealth
[2278] covid19
[1318] nphw
[839] health
[618] healthcare
[502] covid
[431] coronavirus
[422] nphw2021
[378] pandemic
[362] nationalpublichealthweek



Top Hashtags in Tweet in G1:
[3264] publichealth
[706] nphw
[598] covid19
[279] nphw2021
[252] nphwchat
[186] nationalpublichealthweek
[185] healthcare
[175] covid
[141] health
[129] coronavirus

Top Hashtags in Tweet in G2:
[993] publichealth
[160] covid19
[103] nphw
[96] healthcare
[82] health
[57] coronavirus
[53] pandemic
[49] worldhealthday
[44] covid
[40] nationalpublichealthweek

Top Hashtags in Tweet in G3:
[496] publichealth
[51] hamont
[51] onted
[48] onpoli
[45] hwdsb
[42] covid19
[29] hwdcsb
[28] healthcare
[24] cdnpoli
[22] health

Top Hashtags in Tweet in G4:
[457] publichealth
[145] gunviolence
[112] diseasedetective
[53] covid19
[39] cutmethane
[39] leadersclimatesummit
[20] oilandgas
[13] gunreformnow
[10] nphw
[10] endgunviolence

Top Hashtags in Tweet in G5:
[376] publichealth
[188] covid19
[76] coronavirus
[68] health
[57] publicsafety
[48] psca
[48] ppic3
[48] punjabpolice
[48] precautions
[42] socialdistancing

Top Hashtags in Tweet in G6:
[379] publichealth
[137] covid19
[56] cacantwait
[44] coronavirus
[42] cacounties
[39] california
[34] nphw
[32] cabudget
[31] nationalpublichealthweek
[31] covid19vaccine

Top Hashtags in Tweet in G7:
[191] publichealth
[30] healthcare
[26] health
[25] worldhealthday
[20] covid19
[20] foodsafety
[16] nphw
[12] ai
[12] waleg
[11] globalhealth

Top Hashtags in Tweet in G8:
[166] publichealth
[48] gunsafety
[31] sharedfacts
[21] twitterx
[13] covid19
[11] journalists
[11] behavioral
[11] research
[10] covid
[10] communityprosperity

Top Hashtags in Tweet in G9:
[277] publichealth
[55] epidemiology
[49] health
[41] agedcare
[39] healthforall
[38] covid19
[37] dementia
[36] ncds
[35] vaping
[32] mentalhealth

Top Hashtags in Tweet in G10:
[77] publichealth
[67] covid19
[40] alzheimers
[40] dementia
[20] coronavirus
[13] nextnormal
[13] wdpa2021
[13] keepmoving
[4] sciencematters
[1] health

Top Words
Top Words in Tweet in Entire Graph:
[12731] #publichealth
[4568] health
[2382] #covid19
[2336] public
[1686] more
[1340] #nphw
[986] learn
[975] covid
[901] week
[891] #health

Top Words in Tweet in G1:
[3378] #publichealth
[1485] health
[784] public
[728] #nphw
[624] #covid19
[477] more
[418] week
[398] publichealth
[356] nphw
[321] work

Top Words in Tweet in G2:
[995] #publichealth
[417] health
[231] public
[160] #covid19
[146] more
[107] week
[103] #nphw
[102] work
[96] #healthcare
[91] covid

Top Words in Tweet in G3:
[496] #publichealth
[329] measures
[300] stores
[196] need
[190] learn
[189] follow
[135] health
[135] safety
[126] shutdown
[120] effective

Top Words in Tweet in G4:
[460] #publichealth
[165] potus
[153] more
[145] #gunviolence
[134] crisis
[121] apply
[117] epidemic
[117] lines
[116] healthy
[115] play

Top Words in Tweet in G5:
[388] #publichealth
[197] #covid19
[84] #coronavirus
[72] #health
[66] health
[57] #publicsafety
[48] #psca
[48] #ppic3
[48] #punjabpolice
[48] #precautions

Top Words in Tweet in G6:
[381] #publichealth
[168] health
[137] #covid19
[109] local
[82] communities
[80] public
[64] cdcgov
[56] #cacantwait
[47] more
[46] crisis

Top Words in Tweet in G7:
[193] #publichealth
[95] health
[30] #healthcare
[27] public
[26] #health
[25] #worldhealthday
[25] help
[24] more
[23] drharshvardhan
[22] mohfw_india

Top Words in Tweet in G8:
[168] #publichealth
[48] senators
[48] act
[48] shannonrwatts
[48] momsdemand
[48] speaks
[48] maddow
[48] huge
[48] ramifications
[48] bankruptcy

Top Words in Tweet in G9:
[281] #publichealth
[55] #epidemiology
[54] health
[49] #health
[46] research
[41] #agedcare
[39] #covid19
[39] #healthforall
[37] #dementia
[36] #ncds

Top Words in Tweet in G10:
[121] #publichealth
[67] #covid19
[49] #coronavirus
[40] please
[40] re
[40] tweet
[40] raise
[40] awareness
[40] 10
[40] early

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2104] public,health
[707] covid,19
[466] health,week
[451] national,public
[363] learn,more
[300] #publichealth,measures
[285] #publichealth,crisis
[265] #covid19,#publichealth
[254] 19,vaccine
[253] measures,need

Top Word Pairs in Tweet in G1:
[740] public,health
[217] health,week
[209] national,public
[200] covid,19
[121] learn,more
[98] #publichealth,#nphw
[90] publichealth,nphw
[83] #nphw,#publichealth
[81] better,health
[75] bridges,better

Top Word Pairs in Tweet in G2:
[210] public,health
[73] covid,19
[65] health,week
[62] national,public
[29] work,play
[28] learn,more
[28] learn,work
[27] strengthening,community
[26] #publichealth,#healthcare
[26] world,health

Top Word Pairs in Tweet in G3:
[175] measures,need
[175] need,follow
[141] #publichealth,measures
[133] safety,measures
[120] effective,april
[120] april,12
[120] 12,01
[120] learn,#publichealth
[79] 01,individuals
[79] individuals,live

Top Word Pairs in Tweet in G4:
[117] #publichealth,crisis
[115] front,lines
[112] nothing,more
[112] more,fulfilling
[112] fulfilling,knowing
[112] knowing,play
[112] play,role
[112] role,shaping
[112] shaping,healthy
[112] healthy,tomorrow

Top Word Pairs in Tweet in G5:
[48] #psca,#ppic3
[48] #punjabpolice,#covid19
[48] #covid19,#publicsafety
[48] #publicsafety,#publichealth
[48] #publichealth,#precautions
[41] #ppic3,#punjabpolice
[32] #health,#publichealth
[30] #covid19,#coronavirus
[29] #coronavirus,#covid19
[29] #precautions,#ruleoflaw

Top Word Pairs in Tweet in G6:
[67] public,health
[64] local,#publichealth
[36] local,public
[31] next,crisis
[26] workforce,infrastructure
[23] #cacantwait,coalition
[22] #cabudget,proposal
[22] #cacantwait,until
[22] until,next
[20] #publichealth,depts

Top Word Pairs in Tweet in G7:
[25] public,health
[17] read,more
[12] ronald,wyatt
[12] #waleg,#publichealth
[11] #publichealth,#globalhealth
[11] #publichealth,issue
[10] solving,systemic
[10] systemic,racism
[10] racism,#publichealth
[10] #publichealth,start

Top Word Pairs in Tweet in G8:
[48] senators,act
[48] act,shannonrwatts
[48] shannonrwatts,momsdemand
[48] momsdemand,speaks
[48] speaks,maddow
[48] maddow,huge
[48] huge,ramifications
[48] ramifications,bankruptcy
[48] bankruptcy,trial
[48] trial,against

Top Word Pairs in Tweet in G9:
[39] #publichealth,#healthforall
[20] covid,19
[18] #smartwatch,#fitbit
[14] #publichealth,#ncds
[13] #womeninstem,#womeninscience
[11] #data,#datascience
[11] #dementia,#alzheimers
[11] world,health
[11] health,day
[10] systematic,review

Top Word Pairs in Tweet in G10:
[49] #coronavirus,#publichealth
[40] please,re
[40] re,tweet
[40] tweet,raise
[40] raise,awareness
[40] awareness,10
[40] 10,early
[40] early,signs
[40] signs,symptoms
[40] symptoms,#alzheimers

Top Replied-To
Top Replied-To in Entire Graph:
@nphw
@secretarylevine
@fordnation
@feargal_sharkey
@globeandmail
@noahcrothman
@ctsenatedems
@firstnewseditor
@uindypubhealth
@brianccastrucci

Top Replied-To in G1:
@nphw
@secretarylevine
@brianccastrucci
@aphaphn
@heandb
@camarajones
@publichealth
@ktkadakia
@hcphtx
@publichealthmap

Top Replied-To in G2:
@chexout

Top Replied-To in G3:
@fordnation
@globeandmail
@naheedd
@cpho_canada
@picardonhealth
@jorjorwell
@realreporter
@dorisgrinspun
@hrpsmilthh
@roccogalatilaw

Top Replied-To in G4:
@jdimick1
@potus
@jeff5581
@aslavitt46
@joshuagrotheer
@mspartalis5
@hprscholars

Top Replied-To in G5:
@supergate12
@scottmorrisonmp
@who
@kristenrchoi
@usalcoholpolicy
@ckmonty
@begagreens
@astrazeneca
@erictopol
@helenbranswell

Top Replied-To in G6:
@jaredemoskowitz
@govrondesantis
@cdcgov
@yasminediara
@alamedacounty
@eruditeelf
@nickponticello
@immunizeca
@who
@mophofficial

Top Replied-To in G7:
@noahcrothman
@mohfw_india
@ecisveep
@drmlb
@bjp4india
@iiphg1
@covidnewsbymib
@washingtonpost

Top Replied-To in G8:
@tamer_hadi
@iangolds

Top Replied-To in G9:
@medical_xpress
@guardianaus
@whereisdaz
@ashscotland
@baumfran
@alzheimereurope
@alzresearchuk
@jamapsych
@mikkelsenbente_
@tapestrywmass

Top Replied-To in G10:
@geekgirlnz

Top Mentioned
Top Mentioned in Entire Graph:
@publichealth
@nphw
@potus
@who
@cdcgov
@chicagosmayor
@chipublichealth
@unitedhealthgrp
@momsdemand
@maddow

Top Mentioned in G1:
@publichealth
@nphw
@unitedhealthgrp
@apha
@debeaumontfndtn
@jphmpdirect
@publichealthmap
@thenamedicine
@astho
@phlawwatch

Top Mentioned in G2:
@pam_bpearl
@superior_writer
@policymap
@rouchdyfoundat1
@chexout
@sddoh
@phhired
@junkietrendy

Top Mentioned in G3:
@fordnation
@cityofhamilton
@sflecce
@celliottability
@justintrudeau
@pattyhajdu
@drbonniehenry
@jjhorgan
@drmwarner

Top Mentioned in G4:
@potus
@us_fda
@cdcdirector
@harvardchansph
@kizzyphd
@vp
@choo_ek
@physicianwomen
@darakass
@gitapensa

Top Mentioned in G5:
@who
@phe_uk
@syracusecoe
@matthancock
@scottmorrisonmp
@cw_pharmacists
@eu_commission
@borisjohnson
@defragovuk
@twitterspaces

Top Mentioned in G6:
@cdcgov
@capublichealth
@nychealthy
@hhsgov
@gavinnewsom
@unicefpolio
@unicef
@sdcountyhhsa
@eastbaytimes
@nphw

Top Mentioned in G7:
@drharshvardhan
@mohfw_india
@washingtonpost
@pmoindia
@wyattrmwyatt
@theihi
@nsitharaman
@who
@thephfi
@noahcrothman

Top Mentioned in G8:
@shannonrwatts
@momsdemand
@maddow
@slealrx
@pharmacists
@wmbukstein
@behavioralmed
@nbcnews
@jessicayellin
@tyleroakley

Top Mentioned in G9:
@youtube
@peerjlife
@jamapsych
@kine_uchile
@physioevidence
@longcovidphysio
@covid_rehab
@filtermag_org
@lmsa_southwest
@latinasinmed

Top Mentioned in G10:
@fnih_org
@stormmela
@jamesjurovic
@helenhs
@karoli
@katibug817
@atrumpest
@pmurttrump
@mysstyblue
@sfutorian

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@mlnangalama
@s9tmt
@cybersec_feeds
@tinamarie_80s
@femtech_
@susanneleist
@mackaysuzie
@joepranaitis
@_redfrog

Top Tweeters in G1:
@mlnangalama
@dgendvil
@thehill
@reuters
@pqpolitics
@dataaugmented
@drseid
@straits_times
@nytimes
@abc13houston

Top Tweeters in G2:
@flashbloglive
@yagbebi
@sumoh7
@malikanura876
@mesuthzrl
@rdgresident
@frank_j_miles
@flairforstyle
@cityam
@lookforsun

Top Tweeters in G3:
@femtech_
@johangreg
@lndontretweets
@globeandmail
@meeksvs
@translink
@lbpyyz
@dorvaltony
@torontostar
@locou9

Top Tweeters in G4:
@brontyman
@yayayarndiva
@janesepmeier
@570karen
@lawbibliophile
@gadflyquebec
@wtf_imtooold
@mimitexasangel
@charlierichmond
@bangtanourstars

Top Tweeters in G5:
@mackaysuzie
@rosenchild
@yathinkn
@viralvideovlogs
@skynews
@rhiannoncahill
@olumideidowu
@tweetinggoddess
@time
@bbcworld

Top Tweeters in G6:
@lechatnoire4
@artis_elemental
@chuckdalldorf
@anonomouse1981
@arcange52536129
@utexjim
@dawn_com
@eastbaytimes
@charger0843rion
@sfgate

Top Tweeters in G7:
@cultiv8hope
@financialxpress
@washingtonpost
@artificialbra1n
@pib_india
@rkmarar9
@farm_machinery_
@bjp4india
@suntimes
@godfrey_g_

Top Tweeters in G8:
@kenkircher1
@lizditz
@meidas_damon
@phendricks71
@sba1211
@fiyasturm
@arhystay
@allentien
@ronpyke
@drdind

Top Tweeters in G9:
@andrewmorrisuk
@guardianaus
@michellehughes_
@evidencerobot
@the404code
@vapingit
@yahyapatel
@botfemale
@cosseaton
@mihotep

Top Tweeters in G10:
@tinamarie_80s
@susanneleist
@joepranaitis
@evankirstel
@bannerite
@jilliemary
@theresamax
@ruthhill74
@marting8177
@betzmyboyblue11