@CDCgov OR @CDC_eHealth OR @CDCemergency, Twitter, 3/25/2022 9:09:24 PM, 273740


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@CDCgov OR @CDC_eHealth OR @CDCemergency_2022-03-25_13-28-24.xlsx
@CDCgov OR @CDC_eHealth OR @CDCemergency_2022-03-25_13-28-24.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 25, 2022
Short Description:
@CDCgov OR @CDC_eHealth OR @CDCemergency via NodeXL https://bit.ly/3JHtcqh
@cdcgov
@kprather88
@mandates_no
@theangryepi
@danaparish
@cdcdirector
@universalmaski2
@jchrthomas
@cdcemergency
@sixpack8d

Top hashtags:
#covid19
#flu
#worldtbday
#cdc
#ichoosecovaxin

Description:
Description
The graph represents a network of 6,715 Twitter users whose tweets in the requested range contained "@CDCgov OR @CDC_eHealth OR @CDCemergency", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 25 March 2022 at 20:33 UTC.

The requested start date was Friday, 25 March 2022 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, 3-hour, 27-minute period from Tuesday, 22 March 2022 at 20:33 UTC to Friday, 25 March 2022 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 : 6715
Unique Edges : 9662
Edges With Duplicates : 19647
Total Edges : 29309
Number of Edge Types : 5
Replies to : 3430
Mentions : 14079
MentionsInRetweet : 8050
Retweet : 3692
Tweet : 58
Self-Loops : 146
Reciprocated Vertex Pair Ratio : 0.0264539972767944
Reciprocated Edge Ratio : 0.0515444381277241
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 6715
Maximum Edges in a Connected Component : 29309
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.751591
Graph Density : 0.000351140558032016
Modularity : 0.369854
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,715 Twitter users whose tweets in the requested range contained "@CDCgov OR @CDC_eHealth OR @CDCemergency", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 25 March 2022 at 20:33 UTC.

The requested start date was Friday, 25 March 2022 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, 3-hour, 27-minute period from Tuesday, 22 March 2022 at 20:33 UTC to Friday, 25 March 2022 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 : @CDCgov OR @CDC_eHealth OR @CDCemergency
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:
[34] https://twitter.com/AverageJoe143/status/1501002064100409345/photo/1
[28] https://covid.cdc.gov/covid-data-tracker/#variant-proportions
[8] https://www.vaccines.gov/
[7] https://www.cdc.gov/coronavirus/2019-ncov/your-health/quarantine-isolation.html
[6] https://twitter.com/CDCgov/status/1505940303643090944
[5] https://phmpt.org/wp-content/uploads/2021/11/5.3.6-postmarketing-experience.pdf
[5] https://www.cdc.gov/immigrantrefugeehealth/guidelines/overseas-guidelines.html
[4] https://www.icandecide.org/ican_press/pfizers-own-informed-consent-documents-undermine-fda-and-cdcs-cries-of-safe-and-effective/
[4] https://www.cdc.gov/coronavirus/2019-ncov/your-health/covid-by-county.html
[4] https://www.CDC.gov/nceh/features/tornadosafety/index.html

Top URLs in Tweet in G1:
[7] https://www.vaccines.gov/
[6] https://www.cdc.gov/coronavirus/2019-ncov/your-health/quarantine-isolation.html
[5] https://www.cdc.gov/immigrantrefugeehealth/guidelines/overseas-guidelines.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/recommendations/pregnancy.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/your-health/covid-by-county.html
[4] https://twitter.com/CDCgov/status/1505940303643090944
[4] https://covid.cdc.gov/covid-data-tracker/#variant-proportions
[4] https://www.CDC.gov/nceh/features/tornadosafety/index.html
[4] https://es.theepochtimes.com/9-de-cada-10-muertes-por-covid-son-en-personas-vacunadas-informe_970983.html
[3] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/what-you-should-know.html?s_cid=WS-OS-CVDTest-P1-PAR-FB-V-CDC-EN-2

Top URLs in Tweet in G2:
[34] https://twitter.com/AverageJoe143/status/1501002064100409345/photo/1
[4] https://www.lifestylesbybean.com/b-12-why-the-urgency
[3] https://twitter.com/dmitry_kats/status/1506779395352141827?s=20&t=oLGIhE5_Xopvw9pqcnzH5w
[3] https://twitter.com/dmitry_kats/status/1501383171644051458
[3] https://twitter.com/dmitry_kats/status/1502510777667833858
[2] https://www.quixote.org/press-release-immigrants-rights-advocates-call-on-the-cdc-to-restore-the-asylum/
[2] https://twitter.com/EricTopol/status/1507023167281278980
[2] https://twitter.com/dmitry_kats/status/1506779395352141827
[2] https://twitter.com/dmitry_kats/status/1502533575131938816?s=20&t=jXJSr7QZuMsTEks6g_jBUQ
[2] https://twitter.com/dmitry_kats/status/1502535460526174208?s=20&t=jXJSr7QZuMsTEks6g_jBUQ

Top URLs in Tweet in G3:
[2] https://www.nejm.org/doi/full/10.1056/NEJMoa2119451?cookieSet=1
[2] https://www.reuters.com/business/healthcare-pharmaceuticals/long-covid-risk-no-lower-with-breakthrough-infection-covid-19-survival-improves-2021-11-24/
[2] https://twitter.com/ruthephoenix/status/673772731800907776?lang=en
[2] https://www.forbes.com/sites/williamhaseltine/2022/03/14/covid-19-long-term-brain-injury/
[2] https://twitter.com/drleanawen/status/1506438947366449156
[2] https://blog.petrieflom.law.harvard.edu/2022/03/21/depoliticizing-social-murder-covid-pandemic/
[1] https://twitter.com/loscharlos/status/1504214936234303496
[1] https://www.thedesertreview.com/news/cdc-hides-critical-safety-data/article_79520166-94f9-11ec-be01-5be1ac126d25.html
[1] https://www.propublica.org/article/the-cdc-only-tracks-a-fraction-of-breakthrough-covid-19-infections-even-as-cases-surge
[1] https://twitter.com/danaparish/status/1506739547375239169

Top URLs in Tweet in G4:
[2] https://twitter.com/krisvancleave/status/1506738115855241216
[2] https://twitter.com/Mortheous/status/1506725887877820426?s=20&t=Www5uYJzxfntfwvJMbCtkg
[1] https://www.cdc.gov/tb/publications/letters/2022/dr-walensky-wtbd.html
[1] https://twitter.com/Sarasearching/status/1506949067594686464
[1] https://twitter.com/eullrich11/status/1506420478352756738
[1] https://twitter.com/r4americanow/status/1506673189782536196
[1] https://covid.cdc.gov/covid-data-tracker/#rates-by-vaccine-status
[1] https://washingtonmonthly.com/2022/03/24/how-rochelle-walensky-can-improve-the-cdcs-pain-guidelines/
[1] https://phmpt.org/wp-content/uploads/2021/11/5.3.6-postmarketing-experience.pdf
[1] https://www.reuters.com/article/us-health-coronavirus-finland-long-covid-idUSKBN2JH14W

Top URLs in Tweet in G5:
[24] https://covid.cdc.gov/covid-data-tracker/#variant-proportions
[3] https://www.cdc.gov/mmwr/volumes/71/wr/mm7111e2.htm?s_cid=mm7111e2_x
[2] https://twitter.com/PressSec/status/1506324579500937216
[1] https://twitter.com/roguevictorian/status/1505272001207980033
[1] https://twitter.com/drdavidmichaels/status/1506862262690197505?s=21
[1] https://twitter.com/immunizeunder5s/status/1506697848540352512?s=21
[1] https://www.healthaffairs.org/do/10.1377/forefront.20220323.649504/?cookieSet=1
[1] https://www.whitehouse.gov/ostp/news-updates/2022/03/23/lets-clear-the-air-on-covid/
[1] https://twitter.com/parenting_time/status/1503484331527917575
[1] https://youtu.be/JbDRs0ja3PE

Top URLs in Tweet in G6:
[2] https://www.cdc.gov/coronavirus/2019-ncov/hcp/faq.html
[1] https://www.politico.com/news/2022/03/16/hospital-mask-cdc-covid-00017556
[1] https://twitter.com/mattbc/status/1496559602078564359?s=20&t=HOTTbetko1gFHHALWrFqpQ
[1] https://twitter.com/mattbc/status/1506017046399643650?s=20&t=buelXwYjL_NMJ1snUlQwCQ
[1] https://www.politico.com/news/2022/03/19/u-s-health-officials-covid-19-hospital-safety-complaints-politico-report-00018695
[1] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs40122-021-00254-z%3Fs%3D09
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.amjmed.com%2Farticle%2FS0002-9343%2816%2930202-9%2Ffulltext&rc=0
[1] https://twitter.com/PainNewsNetwork/status/1504239219698397184
[1] https://www.pallimed.org/2021/09/roger-chous-undisclosed-conflicts-of.html?m=1
[1] https://twitter.com/cyanytlas/status/1506388021276459010

Top URLs in Tweet in G7:
[3] https://mokolimbomedia.com/video-us-based-ugandan-medical-clinical-officer-advises-acholi-to-turn-speaker-oulanyahs-incomplete-palacial-home-into-a-medical-centre-of-execellence-for-research-on-cancer-or-poisoning/
[2] https://emscimprovement.center/domains/preparedness/asprcoe/eglpcdr/cyshcn/toolkit/beready/
[1] https://www.cdc.gov/cpr/readywrigley/index.htm
[1] https://bit.ly/3wjCyo4
[1] https://www.cdc.gov/disasters/floods/floodsafety.html
[1] https://www.cdc.gov/disasters/tornadoes/during.html?platform=hootsuite
[1] https://www.vaccines.gov/
[1] https://blogs.cdc.gov/publichealthmatters/2022/03/asl-glossary/
[1] https://www.lysol.com/our-mission/here-for-healthy-schools/healthy-habits/welcome-back-pack/sign-up
[1] https://twitter.com/CDCFound/status/1507013120874541065

Top URLs in Tweet in G8:
[1] https://www.youtube.com/watch?v=4bb0T93PVLg&feature=youtu.be

[1] https://thehill.com/opinion/healthcare/597494-former-cdc-directors-coordinating-our-nations-health-data-will-save-lives
[1] https://www.cdc.gov/mmwr/volumes/71/wr/mm7111a1.htm?s_cid=mm7111a1_w
[1] https://www.ssrc.org/programs/the-mercury-project/
[1] https://twitter.com/m_scribe/status/1506650072964120583
[1] https://www.nature.com/articles/s41371-022-00673-1
[1] http://St.Pet
[1] https://www.cnn.com/2018/04/06/health/high-schools-vaping-epidemic/index.html
[1] https://www.cdc.gov/healthywater/surveillance/wastewater-surveillance/wastewater-surveillance.html
[1] https://medium.com/the-great-vape-debate/when-the-good-news-about-smoking-is-bad-news-for-anti-smoking-groups-f68522a67f1c

Top URLs in Tweet in G9:
[3] https://www.etsy.com/shop/FloridaLifeSeeds
[1] https://www.google.com/search?q=the+shadow+radio+program&oq=the+shadiw+radio+orogram&aqs=chrome.1.69i57j0i13j0i13i30l2.13537j0j4&client=ms-android-sprint-us-revc&sourceid=chrome-mobile&ie=UTF-8#fpstate=ive&vld=cid:f54258fe,vid:mrRlFZSBrJQ,st:0
[1] https://source.colostate.edu/csu-one-health-institute-funds-pilot-projects-around-climate-change-and-one-health-theme/
[1] https://go.usa.gov:443/3aBhR
[1] https://www.epa.gov/sites/default/files/2016-02/documents/children.pdf
[1] https://go.usa.gov:443/x9z6n
[1] https://townhall.com/columnists/roberthenneke/2022/03/24/end-the-mask-mandatesnow-n2604957
[1] https://pubs.acs.org/doi/10.1021/acsomega.2c00635?goto=articleMetrics&ref=pdf&cookieSet=1
[1] https://twitter.com/kellyannepolls/status/1506746812241264642
[1] https://twitter.com/doylemurphy/status/1473337198980304903

Top URLs in Tweet in G10:
[2] https://www.cdc.gov/tobacco/basic_information/health_effects/cancer/index.htm
[1] https://www.verywellhealth.com/planes-mask-mandates-5221142

Top Domains
Top Domains in Tweet in Entire Graph:
[380] twitter.com
[227] cdc.gov
[20] youtube.com
[18] nih.gov
[16] bit.ly
[13] nytimes.com
[10] blogspot.com
[10] iowacovid19tracker.org
[9] theepochtimes.com
[8] vaccines.gov

Top Domains in Tweet in G1:
[151] cdc.gov
[80] twitter.com
[12] bit.ly
[10] youtube.com
[7] vaccines.gov
[7] theepochtimes.com
[5] nih.gov
[4] radian6.com
[4] nytimes.com
[4] cnn.com

Top Domains in Tweet in G2:
[174] twitter.com
[5] nih.gov
[4] cdc.gov
[4] lifestylesbybean.com
[4] youtube.com
[3] t.me
[3] blogspot.com
[2] quixote.org
[2] co.uk
[2] reuters.com

Top Domains in Tweet in G3:
[14] twitter.com
[6] cdc.gov
[3] washingtonpost.com
[3] nejm.org
[2] reuters.com
[2] nih.gov
[2] forbes.com
[2] harvard.edu
[1] thedesertreview.com
[1] propublica.org

Top Domains in Tweet in G4:
[29] twitter.com
[5] cdc.gov
[1] washingtonmonthly.com
[1] phmpt.org
[1] reuters.com
[1] cnn.com
[1] cbsnews.com
[1] cbslocal.com
[1] nih.gov
[1] espn.com

Top Domains in Tweet in G5:
[27] cdc.gov
[13] twitter.com
[2] msn.com
[1] healthaffairs.org
[1] whitehouse.gov
[1] youtu.be
[1] nature.com
[1] hopkinsmedicine.org
[1] elsevierhealth.com
[1] punchbowl.news

Top Domains in Tweet in G6:
[14] twitter.com
[2] politico.com
[2] cdc.gov
[2] springer.com
[1] elsevierhealth.com
[1] pallimed.org
[1] youarewithinthenorms.com

Top Domains in Tweet in G7:
[6] cdc.gov
[5] twitter.com
[3] mokolimbomedia.com
[2] emscimprovement.center
[2] nih.gov
[1] bit.ly
[1] vaccines.gov
[1] lysol.com
[1] emory.edu
[1] jhu.edu

Top Domains in Tweet in G8:
[2] cdc.gov
[2] nfid.org
[1] youtube.com
[1] thehill.com
[1] ssrc.org
[1] twitter.com
[1] nature.com
[1] st.pet
[1] cnn.com
[1] medium.com

Top Domains in Tweet in G9:
[3] twitter.com
[3] etsy.com
[2] usa.gov
[1] google.com
[1] colostate.edu
[1] epa.gov
[1] townhall.com
[1] acs.org

Top Domains in Tweet in G10:
[2] cdc.gov
[1] verywellhealth.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[788] covid19
[111] flu
[75] worldtbday
[67] cdc
[62] ichoosecovaxin
[45] covaxin
[43] longcovid
[43] covid
[35] omicron
[33] publichealth



Top Hashtags in Tweet in G1:
[541] covid19
[98] flu
[49] cdc
[45] worldtbday
[16] parents
[16] publichealth
[10] hiv
[9] dyk
[8] tb
[8] endtitle42

Top Hashtags in Tweet in G2:
[57] ichoosecovaxin
[42] covaxin
[35] covid19
[25] immunizeunder5s
[21] longcovid
[18] protectionoverpolitics
[15] covid
[11] parkinsons
[11] als
[10] cancer

Top Hashtags in Tweet in G3:
[15] longcovid
[9] covid19
[7] wearamask
[7] getvaccinated
[4] mandatemasksny
[3] omicron
[2] lyme
[2] coronavirus
[2] covidisnotover
[2] publichealth

Top Hashtags in Tweet in G4:
[63] covid19
[13] worldtbday
[7] cdc
[6] flu
[5] omicron
[4] covid
[4] covidisairborne
[3] cpp
[3] ba2
[3] marginalized

Top Hashtags in Tweet in G5:
[23] covid19
[6] omicron
[5] covidisairborne
[3] ba2
[3] covid
[2] covidisnotover
[2] longcovid
[2] impeachbiden
[1] parents
[1] flu

Top Hashtags in Tweet in G6:
[7] addiction
[7] ndafw
[7] propaganda
[4] prop
[4] warondrugs
[2] opioids
[2] savingustodeath
[2] cpp
[2] death
[2] pain

Top Hashtags in Tweet in G7:
[15] covid19
[12] worldtbday
[11] weatherready
[10] dyk
[9] tb
[7] hiv
[6] dialogue
[6] communautaire
[6] vaccination
[6] benty

Top Hashtags in Tweet in G8:
[7] omicron
[5] acvr
[3] covidisnotover
[3] somalia
[3] publichealth
[3] risk
[3] sdgs
[2] mercury
[2] safety
[2] drinkingwater

Top Hashtags in Tweet in G9:
[8] bidenadministration
[3] poisonpreventionweek
[3] preventpoison
[2] covid19
[2] pesticides
[2] integratedpestmanagement
[2] ipm
[2] missouri
[1] year2022
[1] 808bronson

Top Hashtags in Tweet in G10:
[2] poll
[2] breastcancer
[2] smoking
[2] cancer
[1] tobaccocessation
[1] cancerresearch
[1] covid19
[1] verifly

Top Words
Top Words in Tweet in Entire Graph:
[6798] cdcgov
[1110] covid
[788] #covid19
[779] cdcdirector
[776] us_fda
[689] people
[615] vaccines
[578] data
[545] more
[525] rubin_allergy

Top Words in Tweet in G1:
[2874] cdcgov
[629] covid
[541] #covid19
[391] 19
[346] vaccines
[345] cdc
[287] safe
[275] people
[272] more
[268] data

Top Words in Tweet in G2:
[1255] cdcgov
[733] us_fda
[516] rubin_allergy
[258] cdcdirector
[201] potus
[166] nih
[152] vaccine
[151] covid
[130] kids
[123] pfizer

Top Words in Tweet in G3:
[523] cdcgov
[237] don
[221] theangryepi
[215] danaparish
[151] mask
[138] many
[133] vaccines
[131] cases
[124] know
[124] drleanawen

Top Words in Tweet in G4:
[480] cdcgov
[359] cdcdirector
[279] mandates_no
[164] hard
[163] week
[163] pain
[162] having
[160] last
[159] teen
[158] took

Top Words in Tweet in G5:
[254] kprather88
[209] cdcgov
[191] air
[190] indoor
[189] same
[188] smoke
[186] nothing
[186] ft
[186] room
[185] share

Top Words in Tweet in G6:
[377] cdcgov
[238] kcmohealthdept
[110] fentanyl
[92] use
[85] mattbc
[77] healthcare
[77] mask
[73] facilities
[72] illicit
[70] published

Top Words in Tweet in G7:
[96] cdcgov
[38] cdcemergency
[36] pepfar
[31] usembassyaddis
[29] cdcglobal
[27] covid
[25] safe
[24] vaccines
[22] people
[21] tb

Top Words in Tweet in G8:
[90] cdcgov
[26] smoking
[24] read
[17] news
[16] vaping
[15] gavi
[15] more
[14] health
[13] unicef
[13] gatesfoundation

Top Words in Tweet in G9:
[24] cdcgov
[9] time
[9] townhallcom
[9] tppf
[9] repbethvanduyne
[9] end
[9] mask
[8] robhenneke
[8] commentary
[8] #bidenadministration

Top Words in Tweet in G10:
[42] cdcgov
[24] delta
[24] tsa
[20] jimmypatronis
[17] americanair
[15] united
[13] jetblue
[13] one
[12] hawaiianair
[12] alaskaair

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[574] cdcgov,us_fda
[512] rubin_allergy,cdcgov
[503] covid,19
[373] cdcgov,cdcdirector
[278] cdcdirector,cdcgov
[230] kcmohealthdept,cdcgov
[203] indoor,air
[202] aerosols,fill
[202] fill,room
[200] share,same

Top Word Pairs in Tweet in G1:
[389] covid,19
[155] safe,effective
[134] #covid19,vaccines
[133] vaccines,safe
[127] 19,vaccines
[122] side,effects
[116] cdcgov,cdc
[103] large,doses
[88] growing,evidence
[88] #covid19,vaccination

Top Word Pairs in Tweet in G2:
[548] cdcgov,us_fda
[504] rubin_allergy,cdcgov
[99] cdcdirector,cdcgov
[92] us_fda,cdcgov
[92] cdcgov,cdcdirector
[63] us_fda,uncpublichealth
[63] uncpublichealth,nih
[57] cdcgov,pfizer
[53] dmitry_kats,rubin_allergy
[44] needed,corruption

Top Word Pairs in Tweet in G3:
[113] mild,cases
[112] obama,hilary
[112] hilary,psaki
[112] psaki,credit
[112] credit,vaccines
[112] vaccines,mild
[112] cases,don
[112] don,many
[112] many,vax
[112] vax,efficacy

Top Word Pairs in Tweet in G4:
[165] cdcgov,cdcdirector
[158] chest,pain
[157] cdcdirector,cdcgov
[157] took,teen
[157] teen,last
[157] last,week
[157] week,having
[157] having,chest
[157] pain,particularly
[157] particularly,hard

Top Word Pairs in Tweet in G5:
[187] indoor,air
[185] share,same
[185] same,indoor
[185] air,nothing
[185] nothing,magical
[185] magical,ft
[185] ft,aerosols
[185] aerosols,fill
[185] fill,room
[185] room,cigaratte

Top Word Pairs in Tweet in G6:
[229] kcmohealthdept,cdcgov
[70] cdcgov,published
[70] published,updated
[70] updated,faq
[70] faq,visitors
[70] visitors,healthcare
[70] healthcare,facilities
[70] facilities,allowed
[70] allowed,use
[70] use,clean

Top Word Pairs in Tweet in G7:
[28] usembassyaddis,cdcgov
[27] cdcgov,pepfar
[19] covid,19
[18] vaccines,safe
[15] tuberculosis,tb
[13] 19,vaccines
[10] #dyk,tornadoes
[10] tornadoes,occur
[10] occur,btw
[10] btw,driving

Top Word Pairs in Tweet in G8:
[11] former,cdcgov
[11] read,sentences
[11] sentences,read
[11] read,again
[11] again,disastrously
[11] disastrously,true
[11] true,cdcgov
[11] cdcgov,under
[11] under,previous
[11] previous,administration

Top Word Pairs in Tweet in G9:
[9] tppf,repbethvanduyne
[8] commentary,townhallcom
[8] townhallcom,time
[8] time,end
[8] end,#bidenadministration
[8] #bidenadministration,mask
[8] mask,mandates
[8] mandates,tppf
[7] robhenneke,commentary
[4] cdcgov,fema

Top Word Pairs in Tweet in G10:
[21] tsa,cdcgov
[20] jimmypatronis,tsa
[12] cdcgov,delta
[12] delta,jetblue
[12] jetblue,americanair
[12] americanair,united
[12] united,hawaiianair
[12] hawaiianair,alaskaair
[12] alaskaair,spiritairlines
[10] mask,mandate

Top Replied-To
Top Replied-To in Entire Graph:
@cdcgov
@rubin_allergy
@cdcdirector
@kcmohealthdept
@danaparish
@kprather88
@jeromeadamsmd
@theangryepi
@drleanawen
@bylenasun

Top Replied-To in G1:
@cdcgov
@jeromeadamsmd
@jamesco43111966
@tackogronday
@peterp1776
@mcfunny
@kennedytwit7
@chrismartenson
@kuikenandrew
@dryamontillado

Top Replied-To in G2:
@rubin_allergy
@cdcgov
@zakkywakky7
@opsoms
@lovecaregivers3
@immunizeunder5s
@sarahbeth345
@potus
@cdcdirector
@hollie906

Top Replied-To in G3:
@danaparish
@theangryepi
@drleanawen
@bylenasun
@shikhajainmd
@lizhighleyman
@thetrizzles
@willowlymeinfo
@mandatemasksny
@trouserda

Top Replied-To in G4:
@cdcdirector
@cdcgov
@mandates_no
@cathmath27
@littleblueshed
@mischamigos
@lenniemob
@peterhotez
@guglar9
@paindiane

Top Replied-To in G5:
@kprather88
@cdcdirector
@kelleykga
@erictopol
@danbondo1
@citlanx
@lordflashh3art
@elianablock
@mattbc
@danaparish

Top Replied-To in G6:
@kcmohealthdept
@mattbc
@themichaelavery
@irishbrat1966
@lockedoutofvenu
@chaddkollas
@thirteendonuts
@quinky_dink
@cdcgov
@1baldchick

Top Replied-To in G7:
@usembassyaddis
@cdcgov
@cdcemergency
@armscontrol_rus
@wickmyth
@guinee_oms
@clementinesgame
@mf_mentalhealth
@davidgr45580373
@bayloruganda

Top Replied-To in G8:
@tryptique
@drkellyhenning
@drwilliamku
@chaunceygardner
@who_tanzania
@abuttenheim
@kansasaap
@bruderstapleton
@springernature
@gbazykin

Top Replied-To in G9:
@cdcgov
@robhenneke
@eric_schmitt
@kellyannepolls
@joshuapotash
@amyyeewrites

Top Replied-To in G10:
@jimmypatronis
@angela86342807
@delta
@tsa
@jacs1924
@terrorismpolice
@kff
@_wtcofficial
@potus
@washingtonpost

Top Mentioned
Top Mentioned in Entire Graph:
@cdcgov
@us_fda
@cdcdirector
@mandates_no
@rubin_allergy
@kprather88
@theangryepi
@potus
@danaparish
@nih

Top Mentioned in G1:
@cdcgov
@chrismartenson
@jeromeadamsmd
@liketoknowu
@jamesco43111966
@aristomojo
@navycj
@usda
@shadashatrudy
@nbsaphiermd

Top Mentioned in G2:
@cdcgov
@us_fda
@rubin_allergy
@cdcdirector
@potus
@nih
@moderna_tx
@pfizer
@joebiden
@drcaliff_fda

Top Mentioned in G3:
@cdcgov
@theangryepi
@danaparish
@drleanawen
@yabutaleb7
@bylenasun
@mandatemasksny
@shikhajainmd
@denise_dewald
@lizhighleyman

Top Mentioned in G4:
@cdcgov
@cdcdirector
@mandates_no
@cdcmmwr
@cathmath27
@presssec
@slsatel
@speakingabtpain
@us_fda
@guglar9

Top Mentioned in G5:
@cdcgov
@kprather88
@cdcdirector
@erictopol
@scottgottliebmd
@nytimes
@spiegel_english
@bbcworld
@mtosterholm
@covidwatch

Top Mentioned in G6:
@cdcgov
@kcmohealthdept
@mattbc
@irishbrat1966
@chaddkollas
@cdcdirector
@quinky_dink
@plwin49
@ibdgirl76
@maryinkansas

Top Mentioned in G7:
@cdcgov
@pepfar
@cdcemergency
@cdcglobal
@who
@usembassyaddis
@cdc_ehealth
@cdcfound
@norbertmao
@theumaofficial

Top Mentioned in G8:
@cdcgov
@gavi
@who
@drtomfrieden
@gatesfoundation
@drwilliamku
@abuttenheim
@unicef
@iqvia_global
@scidar_

Top Mentioned in G9:
@cdcgov
@townhallcom
@tppf
@repbethvanduyne
@robhenneke
@fema
@epa
@hhsgov
@nationalpoison
@npicatosu

Top Mentioned in G10:
@cdcgov
@tsa
@delta
@americanair
@united
@jetblue
@hawaiianair
@alaskaair
@spiritairlines
@jimmypatronis

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@oldlady12345
@americanair
@tradermarcocost
@recitesocial
@british_airways
@united
@remindme_ofthis
@inabster
@delta

Top Tweeters in G1:
@recitesocial
@wadakashiho
@betterw05759703
@cotey_mary
@jmhamiltonblog
@_yvonneburton
@briangrnotabot
@redboybroken
@bad_woof
@bjcrochet

Top Tweeters in G2:
@inabster
@indiatoday
@menabster
@onahunttoday
@reuters
@timesnow
@business
@madrynha2012
@guardian
@mithisa_motho

Top Tweeters in G3:
@threadreaderapp
@remindme_ofthis
@samhainnight
@brendahazelhur1
@babyjaengel
@barbiewithatude
@jrweaver55
@kirkmurphy
@cindycinnis
@iridescentashes

Top Tweeters in G4:
@lizditz
@nasty_woman2
@princessofwails
@norvilgirl
@ihatethemedia
@kathyfisher10
@snarky_op
@tinu
@sunnyek
@montique47

Top Tweeters in G5:
@tradermarcocost
@sar_oso
@jot_au
@njdoc
@telegraaf
@corriere
@4evrstardancer
@france24
@marypcbuk
@france24_en

Top Tweeters in G6:
@janiecestaton
@cmargaronis
@aspiemum
@cynicalvision50
@bpizano67
@politico
@cloudydays1971
@pinky_or_brain
@vampwritergrrl
@pookleblinky

Top Tweeters in G7:
@oldlady12345
@adekleine
@forgerat
@nanab_2010
@joannef95945936
@pennyjth
@kevinrtipple
@cernovich
@marymjj3
@jackposobiec

Top Tweeters in G8:
@thehill
@thatvdovault
@vapingit
@wef
@bluetigerpub
@globalhealthbot
@greg__johnson
@hilarywollis
@chaunceygardner
@rawgster

Top Tweeters in G9:
@kcstar
@jmartnyt
@economics
@auctnr1
@jrosenbaum
@jchrthomas
@townhallcom
@dreamgbutterfly
@commercegov
@betnews

Top Tweeters in G10:
@americanair
@british_airways
@united
@delta
@southwestair
@mcdonalds
@jetblue
@usatoday
@alaskaair
@wwe


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