@CDCgov OR @CDC_eHealth OR @CDCemergency, Twitter, 1/28/2022 9:58:44 PM, 270882


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@CDCgov OR @CDC_eHealth OR @CDCemergency_2022-01-28_13-28-24.xlsx
@CDCgov OR @CDC_eHealth OR @CDCemergency_2022-01-28_13-28-24.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 28, 2022
Short Description:
@CDCgov OR @CDC_eHealth OR @CDCemergency via NodeXL https://bit.ly/3KV4rrG
@cdcgov
@epochtimes
@universalmaski2
@jchrthomas
@freecollegekids
@braincures
@cdcemergency
@cdcdirector
@sabinehazanmd
@77bluejays

Top hashtags:
#covid19
#vaccine
#omicron
#covid

Description:
Description
The graph represents a network of 7,600 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, 28 January 2022 at 21:38 UTC.

The requested start date was Friday, 28 January 2022 at 01:01 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 6-day, 4-hour, 3-minute period from Friday, 21 January 2022 at 20:58 UTC to Friday, 28 January 2022 at 01:01 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 : 7600
Unique Edges : 11358
Edges With Duplicates : 29419
Total Edges : 40777
Number of Edge Types : 5
Mentions : 23950
Replies to : 3059
Retweet : 3998
MentionsInRetweet : 9713
Tweet : 57
Self-Loops : 199
Reciprocated Vertex Pair Ratio : 0.0282831717961798
Reciprocated Edge Ratio : 0.0550104729357292
Connected Components : 3
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 7593
Maximum Edges in a Connected Component : 40764
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.734604
Graph Density : 0.000314134131222252
Modularity : 0.312584
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,600 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, 28 January 2022 at 21:38 UTC.

The requested start date was Friday, 28 January 2022 at 01:01 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 6-day, 4-hour, 3-minute period from Friday, 21 January 2022 at 20:58 UTC to Friday, 28 January 2022 at 01:01 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:
[67] https://www.covidtests.gov/
[41] https://covid.cdc.gov/covid-data-tracker/#vaccinations_vacc-total-admin-rate-total
[28] https://www.medrxiv.org/content/10.1101/2022.01.14.22269235v1
[20] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2822%2900147-7%2Ffulltext&rc=0
[16] https://www.msnbc.com/rachel-maddow/watch/as-arsenal-for-fighting-covid-comes-together-anti-vaxxers-are-literally-eating-dirt-127786565699?cid=sm_npd_ms_tw_ma
[12] https://www.washingtonpost.com/dc-md-va/2022/01/21/anti-vaccine-dc-rally-covid-mandates/
[11] https://www.vaccines.gov/
[10] https://www.cdc.gov/mmwr/volumes/71/wr/mm7104e4.htm?s_cid=mm7104e4_w
[8] https://www.reuters.com/article/factcheck-walensky-study/fact-check-cdc-study-found-that-over-75-of-covid-19-deaths-in-vaccinated-people-were-among-those-with-at-least-4-comorbidities-idUSL1N2TS0S2
[6] https://www.theepochtimes.com/natural-immunity-superior-to-vaccination-against-delta-virus-variant-study_4223936.html?utm_medium=social&utm_source=twitter&utm_campaign=digitalsub

Top URLs in Tweet in G1:
[11] https://www.vaccines.gov/
[8] https://www.reuters.com/article/factcheck-walensky-study/fact-check-cdc-study-found-that-over-75-of-covid-19-deaths-in-vaccinated-people-were-among-those-with-at-least-4-comorbidities-idUSL1N2TS0S2
[5] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/types-of-masks.html
[4] https://www.cdc.gov/mmwr/volumes/71/wr/mm7104e4.htm?s_cid=mm7104e4_w
[4] https://www.cdc.gov/physicalactivity/data/inactivity-prevalence-maps/index.html
[4] https://www.cdc.gov/mmwr/volumes/71/wr/mm7104e2.htm?s_cid=mm7104e2_w
[4] https://twitter.com/KDVR/status/1484651372687540230
[3] https://www.cdc.gov/flu/weekly/index.htm
[3] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/stay-up-to-date.html
[3] https://www.cdc.gov/coronavirus/2019-ncov/variants/omicron-variant.html

Top URLs in Tweet in G2:
[64] https://www.covidtests.gov/
[39] https://covid.cdc.gov/covid-data-tracker/#vaccinations_vacc-total-admin-rate-total
[16] https://www.msnbc.com/rachel-maddow/watch/as-arsenal-for-fighting-covid-comes-together-anti-vaxxers-are-literally-eating-dirt-127786565699?cid=sm_npd_ms_tw_ma
[6] https://www.independent.co.uk/news/world/americas/christopher-key-drink-urine-conspiracy-b1990315.html
[6] https://www.msnbc.com/opinion/republicans-losing-faith-their-doctors-makes-covid-pandemic-worse-n1286560?cid=sm_npd_ms_tw_ma
[6] https://www.fda.gov/consumers/consumer-updates/why-you-should-not-use-ivermectin-treat-or-prevent-covid-19
[4] https://finance.yahoo.com/news/ocugens-ocgn-covid-19-booster-152903603.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr
[4] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/myocarditis.html
[3] https://nitter.net/personalfitnes3/status/1440546675236298757?utm_source=dlvr.it&utm_medium=twitter#m
[3] https://www.youtube.com/watch?v=dWUwYrjPWYk&feature=youtu.be


Top URLs in Tweet in G3:
[20] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2822%2900147-7%2Ffulltext&rc=0
[12] https://www.washingtonpost.com/dc-md-va/2022/01/21/anti-vaccine-dc-rally-covid-mandates/
[3] https://www.cdc.gov/mmwr/volumes/71/wr/mm7104e4.htm?s_cid=mm7104e4_w
[1] https://www.cdc.gov/mmwr/volumes/71/wr/mm7104e2.htm?s_cid=mm7104e2_w#F1_down
[1] https://www.cdc.gov/mmwr/volumes/71/wr/mm7104a2.htm?s_cid=mm7104a2_e
[1] https://www.cdc.gov/mmwr/volumes/71/wr/mm7104a1.htm?s_cid=mm7104a1_e
[1] https://www.ajc.com/opinion/opinion-restoring-role-of-cdc-is-key-in-covid-19-fight/YN33HX7ZMBCDPCCQKAOLWAM37I/
[1] https://jamanetwork.com/journals/jama/fullarticle/2788485?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=012122#.YervmElvJJh.twitter
[1] https://www.medscape.com/viewarticle/967226
[1] https://www.inquirer.com/health/coronavirus/immunocompromised-fourth-vaccine-rejected-pharmacies-20220126.html?outputType=amp

Top URLs in Tweet in G4:
[2] https://twitter.com/AaronSiriSG/status/1486432700969807873?s=20https://twitter.com/AaronSiriSG/status/1486432700969807873?s=20
[1] https://twitter.com/Cornell/status/1486804719116988418
[1] https://twitter.com/leoniehaimson/status/1486825216290529285
[1] https://twitter.com/freecollegekids/status/1486754617702502406
[1] https://leaps.org/how-long-do-covid-antibodies-last/particle-2
[1] https://rumble.com/vtbbjb-tucker-carlson-tonight-alex-berenson-boosters-dangerous-and-should-be-pulle.html
[1] https://twitter.com/trip19951/status/1486415629284524032
[1] https://www.cdc.gov/coronavirus/2019-ncov/travelers/travel-during-covid19.html#before-you-travel
[1] https://twitter.com/WSJopinion/status/1486441936839970816
[1] https://www.theatlantic.com/ideas/archive/2022/01/kids-masks-schools-weak-science/621133/?utm_source=twitter&utm_medium=social&utm_campaign=share

Top URLs in Tweet in G5:
[3] https://www.ktvu.com/
[2] https://twitter.com/PoldyAu/status/1486419761973977089
[2] https://iowacovid19tracker.org/
[1] https://go.usa.gov/xtkMJ
[1] https://go.usa.gov/xt5bz
[1] https://go.usa.gov/xt5bt
[1] https://twitter.com/mx0x20wednesday/status/1486865128070987779
[1] https://twitter.com/SaludHEALTHinfo/status/1486350271198359555
[1] https://twitter.com/mattbc/status/1481789437721915401
[1] https://twitter.com/i/spaces/1BdGYwXeabAxX

Top URLs in Tweet in G6:
[3] https://twitter.com/toadmeister/status/1484058149074223107
[1] https://twitter.com/HSEYNSANCARBOZ1/status/1484598767437418497
[1] https://twitter.com/pdubdev/status/1484687990643302403

Top URLs in Tweet in G7:
[2] https://twitter.com/benwakana46/status/1484710371533463562?s=21
[2] https://twitter.com/itosettiMD_MBA/status/1484677936334749698?t=C--ki8YWCDnzGONHN4WH0w&s=19
[1] https://twitter.com/dianaberrent/status/1484272373037686784
[1] https://twitter.com/MclartyKrysten/status/1486783470701625347
[1] https://twitter.com/brikeilarcnn/status/1486705930511261700?s=20
[1] https://twitter.com/broadcastben_/status/1486099227650441222?s=21
[1] https://twitter.com/sltrib/status/1484588551731879940?s=21
[1] https://twitter.com/meandertail/status/1486159097749721090?s=21
[1] https://news.bloomberglaw.com/safety/paid-leave-falls-apart-as-omicron-keeps-sick-americans-from-work
[1] https://twitter.com/wsbgnl/status/1486466709833674754?s=21

Top URLs in Tweet in G8:
[2] https://www.cdc.gov/mmwr/volumes/71/wr/mm7104e4.htm?s_cid=mm7104e4_w
[2] https://www.healio.com/news/endocrinology/20220121/children-with-covid19-more-likely-to-receive-new-diabetes-diagnosis
[2] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/stay-up-to-date.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/vaccine-induced-immunity.html
[1] https://www.cdc.gov/mmwr/volumes/71/wr/mm7104a2.htm
[1] https://echo.zoom.us/webinar/register/WN_bahjLohdT42ZKuVEEsHD5w
[1] https://societycentral.zoom.us/webinar/register/5015918836638/WN_LrLBu-22RDGUMIz0jpse3w
[1] https://dx.doi.org/10.15585/mmwr.mm7104e2
[1] https://www.yahoo.com/news/goldie-hawn-covid-trauma-hurting-110228959.html
[1] https://twitter.com/atrupar/status/1486411212254556163

Top URLs in Tweet in G9:
[2] https://www.cnn.com/2022/01/04/health/us-coronavirus-tuesday/index.html
[1] https://www.nmmb.state.nm.us/complaints.html
[1] https://www.scientificamerican.com/article/why-is-omicron-so-contagious/
[1] https://twitter.com/gwschmedes/status/1430730920768724992
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/transmission_k_12_schools.html#in-person
[1] https://www.nbcnews.com/health/health-news/covid-warning-symptoms-children-kids-hospitalized-record-numbers-rcna10741

Top URLs in Tweet in G10:
[2] https://twitter.com/anthonyfurey/status/1484638756011393026
[1] https://montreal.ctvnews.ca/mobile/opinion-public-health-doctors-must-be-held-accountable-for-reopening-schools-with-unsafe-ventilation-says-group-of-health-experts-scientists-1.5752222
[1] https://www.dailywire.com/news/pfizer-board-member-suggests-coming-end-to-mask-vaccine-mandates?%3Futm_source=twitter&utm_medium=social&utm_campaign=dwtwitter
[1] https://www.theepochtimes.com/pfizer-board-member-suggests-end-to-mask-vaccine-mandates_4233260.html?utm_medium=social&utm_source=twitter&utm_campaign=digitalsub
[1] https://www.zerohedge.com/covid-19/pfizer-board-member-suggests-end-mask-vaccine-mandates
[1] https://twitter.com/77BlueJays/status/1486463244134977548?t=OQb-kfrjpNG22N6rqDMt7Q&s=19
[1] https://twitter.com/TPostMillennial/status/1486343176294219786?t=naZIMBAR3VLKV0knaATlxw&s=19
[1] https://twitter.com/brianlilley/status/1484654440942551040
[1] https://twitter.com/DrJBhattacharya/status/1484645939033698304
[1] https://twitter.com/PeterSweden7/status/1484611296716808198

Top Domains
Top Domains in Tweet in Entire Graph:
[363] twitter.com
[255] cdc.gov
[67] covidtests.gov
[31] medrxiv.org
[29] youtube.com
[24] washingtonpost.com
[22] msnbc.com
[20] elsevierhealth.com
[18] bit.ly
[16] reuters.com

Top Domains in Tweet in G1:
[126] cdc.gov
[75] twitter.com
[13] bit.ly
[11] vaccines.gov
[11] reuters.com
[6] blogspot.com
[5] youtube.com
[4] cnn.com
[2] theatlantic.com
[2] kansas.com

Top Domains in Tweet in G2:
[157] twitter.com
[64] covidtests.gov
[57] cdc.gov
[22] msnbc.com
[11] youtube.com
[7] yahoo.com
[7] co.uk
[7] nitter.net
[6] foxnews.com
[6] fda.gov

Top Domains in Tweet in G3:
[20] elsevierhealth.com
[14] washingtonpost.com
[9] cdc.gov
[3] twitter.com
[2] jamanetwork.com
[1] ajc.com
[1] medscape.com
[1] inquirer.com
[1] californiahealthline.org
[1] khn.org

Top Domains in Tweet in G4:
[8] twitter.com
[4] cdc.gov
[1] leaps.org
[1] rumble.com
[1] theatlantic.com
[1] scientificamerican.com
[1] breitbart.com
[1] forbes.com
[1] actionnetwork.org
[1] worldometers.info

Top Domains in Tweet in G5:
[12] twitter.com
[3] usa.gov
[3] ktvu.com
[2] youtube.com
[2] iowacovid19tracker.org
[1] thehill.com
[1] usich.gov
[1] foxnews.com
[1] who.int

Top Domains in Tweet in G6:
[5] twitter.com

Top Domains in Tweet in G7:
[22] twitter.com
[2] cdc.gov
[1] bloomberglaw.com

Top Domains in Tweet in G8:
[6] cdc.gov
[2] zoom.us
[2] twitter.com
[2] healio.com
[1] doi.org
[1] yahoo.com
[1] science.org

Top Domains in Tweet in G9:
[2] cnn.com
[1] nm.us
[1] scientificamerican.com
[1] twitter.com
[1] cdc.gov
[1] nbcnews.com

Top Domains in Tweet in G10:
[13] twitter.com
[4] youtube.com
[1] ctvnews.ca
[1] dailywire.com
[1] theepochtimes.com
[1] zerohedge.com
[1] wikipedia.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1426] covid19
[181] vaccine
[176] omicron
[141] covid
[117] naturalimmunity
[111] covaxin
[103] vaccines
[69] delta
[68] ichoosecovaxin
[55] covaxin4kids



Top Hashtags in Tweet in G1:
[530] covid19
[66] omicron
[47] delta
[24] vaxfact
[20] dyk
[17] flu
[17] covid
[11] radon
[10] pfizer
[10] moderna

Top Hashtags in Tweet in G2:
[528] covid19
[164] vaccine
[104] covaxin
[68] ichoosecovaxin
[55] covaxin4kids
[41] icymi
[36] ocugen
[27] directordebrief
[26] denmark
[25] thanks_joe

Top Hashtags in Tweet in G3:
[28] omicron
[18] covid19
[12] ba2
[2] cdcsays
[2] directordebrief
[1] flu
[1] trumpvirus
[1] covid
[1] america
[1] nyc

Top Hashtags in Tweet in G4:
[9] freecollegekids
[7] stopcollegemandates
[3] covid
[3] covid19
[2] mandates
[2] cdcgov
[2] congressdotgov
[2] gavinnewsom
[2] omicron
[1] booster

Top Hashtags in Tweet in G5:
[82] covid
[16] covid19
[4] omicron
[3] newomicron
[3] subvariantba2
[3] california
[3] santaclara
[2] lungcancer
[2] nationalradonactionmonth
[1] womenshealth

Top Hashtags in Tweet in G6:
[2] covid19
[1] naturalimmunity
[1] bifidobacteria
[1] microbiome
[1] freedomofchoice
[1] freedom

Top Hashtags in Tweet in G7:
[6] covid19
[5] longcovid
[4] zientsmustgo
[3] covidisairborne
[3] vaccineswork
[2] urgencyofequity
[2] omicron
[2] coronavirus
[2] ff
[1] mecfs

Top Hashtags in Tweet in G8:
[97] covid19
[45] omicron
[13] delta
[3] diabetes
[2] directordebrief
[2] pasc
[1] mecfs
[1] vaxfact
[1] boosterdose
[1] covid19pandemic

Top Hashtags in Tweet in G9:
[5] covidisairborne
[5] n95sforall
[1] insanity
[1] covid19
[1] stayhomewhensick
[1] vaccinateandboost
[1] consideryourneighbor
[1] gopdeathcult
[1] sacrifice
[1] gqptrump

Top Hashtags in Tweet in G10:
[3] truckers
[3] masks
[2] mandates
[2] covid
[1] onted
[1] commonsense
[1] superbowl
[1] covid19
[1] fauci

Top Words
Top Words in Tweet in Entire Graph:
[6957] cdcgov
[1426] #covid19
[1218] vaccine
[988] covid
[800] cdcdirector
[727] shot
[696] cnn
[661] booster
[618] senronjohnson
[595] more

Top Words in Tweet in G1:
[2579] cdcgov
[612] cnn
[600] senronjohnson
[530] #covid19
[499] another
[497] story
[495] myocarditis
[493] evidence
[492] asked
[492] website

Top Words in Tweet in G2:
[1483] cdcgov
[662] vaccine
[587] cdcdirector
[575] shot
[528] #covid19
[426] us_fda
[328] potus
[218] nih
[197] booster
[173] whcovidresponse

Top Words in Tweet in G3:
[236] cdcgov
[123] lizszabo
[121] booster
[114] erictopol
[87] immunocompromised
[81] today's
[69] patients
[66] pharmacists
[62] call
[62] done

Top Words in Tweet in G4:
[161] cdcgov
[133] freecollegekids
[96] vaccine
[85] college
[84] students
[84] booster
[82] need
[78] take
[78] don
[77] forced

Top Words in Tweet in G5:
[198] cdcgov
[138] hhsgov
[117] mattbc
[105] whitehouse
[85] still
[82] #covid
[81] join
[81] tomorrow
[81] conversation
[81] whether

Top Words in Tweet in G6:
[151] cdcgov
[143] repthomasmassie
[126] thing
[125] surprising
[125] report
[125] allowed
[125] published
[49] protection
[49] covid
[48] more

Top Words in Tweet in G7:
[71] cdcgov
[16] emilygraymd_mph
[15] stephjantzen
[13] danaparish
[13] covid
[13] day
[11] cdcdirector
[11] juliaraifman
[11] ny_tuck
[11] denise_dewald

Top Words in Tweet in G8:
[302] cdcgov
[97] #covid19
[77] cdcmmwr
[53] dose
[47] vaccine
[46] adults
[45] #omicron
[43] found
[42] against
[41] booster

Top Words in Tweet in G9:
[154] cdcgov
[147] gwschmedes
[39] kids
[29] outbreak
[23] covid
[17] study
[16] masking
[16] based
[15] remember
[15] arizona

Top Words in Tweet in G10:
[50] cdcgov
[32] cdcdirector
[25] drtedros
[23] govcanhealth
[17] fordnation
[16] scottgottliebmd
[15] cpho_canada
[15] jyduclos
[15] liberal_party
[15] canadianpm

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[501] cdcgov,website
[493] another,dishonest
[492] dishonest,story
[492] story,cnn
[492] cnn,asked
[492] asked,evidence
[492] evidence,sent
[492] sent,cdcgov
[492] website,acknowledges
[492] acknowledges,myocarditis

Top Word Pairs in Tweet in G1:
[489] cdcgov,website
[487] another,dishonest
[486] dishonest,story
[486] story,cnn
[486] cnn,asked
[486] asked,evidence
[486] evidence,sent
[486] sent,cdcgov
[486] website,acknowledges
[486] acknowledges,myocarditis

Top Word Pairs in Tweet in G2:
[347] vaccine,shot
[294] cdcdirector,cdcgov
[264] #covid19,vaccine
[176] cdcgov,cdcdirector
[170] us_fda,cdcgov
[148] booster,shot
[131] shot,2nd
[115] free,1st
[115] 1st,#covid19
[114] 2nd,#covid19

Top Word Pairs in Tweet in G3:
[67] immunocompromised,patients
[61] today's,cdcgov
[61] cdcgov,call
[61] call,pharmacists
[61] pharmacists,clarifying
[61] clarifying,immunocompromised
[61] patients,booster
[61] booster,done
[60] lizszabo,today's
[43] lizszabo,cdcgov

Top Word Pairs in Tweet in G4:
[77] college,students
[76] forced,take
[75] straight,college
[75] students,forced
[75] take,booster
[75] booster,don
[75] don,need
[75] need,strengthen
[74] freecollegekids,straight
[74] strengthen,vaccine

Top Word Pairs in Tweet in G5:
[97] hhsgov,cdcgov
[97] cdcgov,whitehouse
[81] join,tomorrow
[81] tomorrow,conversation
[81] conversation,whether
[81] whether,response
[81] response,hhsgov
[81] whitehouse,#covid
[81] #covid,still
[81] still,leaving

Top Word Pairs in Tweet in G6:
[125] surprising,thing
[125] thing,report
[125] report,cdcgov
[125] cdcgov,allowed
[125] allowed,published
[124] repthomasmassie,surprising
[48] natural,immunity
[47] immunity,provided
[47] provided,significantly
[47] significantly,more

Top Word Pairs in Tweet in G7:
[8] lauramiers,donnademaria1
[8] donnademaria1,micah_arsham
[8] micah_arsham,danaparish
[8] danaparish,mskathleenquinn
[8] mskathleenquinn,stephjantzen
[8] stephjantzen,emilygraymd_mph
[8] emilygraymd_mph,vikingsfanchet
[7] cdcdirector,cdcgov
[7] yaneerbaryam,thewhn
[7] safeschoolsny,nycschools

Top Word Pairs in Tweet in G8:
[70] cdcgov,cdcmmwr
[43] adults,#covid19
[33] #covid19,booster
[30] cdcmmwr,found
[30] found,#omicron
[30] #omicron,first
[30] first,began
[30] began,circulating
[30] circulating,adults
[30] booster,dose

Top Word Pairs in Tweet in G9:
[130] gwschmedes,cdcgov
[15] kids,outbreak
[14] remember,cdcgov
[14] cdcgov,recommends
[14] recommends,masking
[14] masking,kids
[14] kids,based
[14] based,arizona
[14] arizona,study
[14] study,covid

Top Word Pairs in Tweet in G10:
[30] cdcgov,cdcdirector
[25] drtedros,cdcgov
[21] cdcdirector,govcanhealth
[15] govcanhealth,cpho_canada
[15] cpho_canada,jyduclos
[15] jyduclos,liberal_party
[15] liberal_party,canadianpm
[15] yelich_ivana,effie_onb
[14] canadianpm,canada
[13] fordnation,celliottability

Top Replied-To
Top Replied-To in Entire Graph:
@cdcgov
@cdcdirector
@gwschmedes
@senronjohnson
@sinow
@thecrystalbrian
@mcfunny
@sburke85
@lourdesgnavarro
@freecollegekids

Top Replied-To in G1:
@cdcgov
@sinow
@senronjohnson
@tomfitton
@ministeriosalud
@helenbranswell
@sparky_labrador
@crankyclay1
@jakescottmd
@mikeresists1969

Top Replied-To in G2:
@cdcdirector
@cdcgov
@potus
@theannafaith
@abc
@govkathyhochul
@apperko
@us_fda
@rosenchild
@guycreal

Top Replied-To in G3:
@lizszabo
@erictopol
@vincentrk
@nevslin
@cdcdirector
@kottonnelson
@davidbloomberg
@zekeemanuel
@nikkitheomd
@m8void

Top Replied-To in G4:
@sburke85
@freecollegekids
@acha_tweets
@cdcgov
@senatorduff
@sunshinehrt27
@jeffvhunt
@morals57
@maedasharlyn
@tomevan81013762

Top Replied-To in G5:
@mattbc
@cdcgov
@roxanneforad46
@avgeekjoe
@cdcemergency
@whitehouse
@lapublichealth
@hhsgov
@whcos
@theo_tj_jordan

Top Replied-To in G6:
@repthomasmassie
@cdcemergency
@dminologist
@robertfritzenk2
@questionmarkqqq

Top Replied-To in G7:
@lauramiers
@mclartykrysten
@markedbycovid
@emilygraymd_mph
@universalmaski2
@safeschoolsny
@whcos
@cdcdirector
@k_bishof
@megansims22

Top Replied-To in G8:
@cdcgov
@zach_urban89
@judy91434101
@ryanbeed
@silent1227
@binglattimore
@echn1998
@rodliby
@syetmalenkij
@concernedfruit

Top Replied-To in G9:
@gwschmedes
@therissag
@spacermase
@llisathenurse
@cdcdirector
@_nefertitties
@apalmore08
@ralstonmax
@bethechangenm1
@katiestone

Top Replied-To in G10:
@who
@pfizer
@vprasadmdmph
@scottgottliebmd
@roxanneforad46
@airbendersecond
@ottawadaddy
@jlay02
@ggreenwald
@cdcenvironment

Top Mentioned
Top Mentioned in Entire Graph:
@cdcgov
@cnn
@cdcdirector
@senronjohnson
@us_fda
@potus
@martinturnbul19
@who
@justplaying2win
@bebert701

Top Mentioned in G1:
@cdcgov
@cnn
@senronjohnson
@tomfitton
@kvanvalkenburg
@helenbranswell
@sinow
@laurie_garrett
@stratcons
@cdcdirector

Top Mentioned in G2:
@cdcgov
@cdcdirector
@us_fda
@potus
@who
@nih
@whcovidresponse
@vp
@rosenchild
@msnbc

Top Mentioned in G3:
@cdcgov
@lizszabo
@erictopol
@khnews
@vincentrk
@drericding
@thelancet
@cd
@scottgottliebmd
@mtosterholm

Top Mentioned in G4:
@cdcgov
@freecollegekids
@gavinnewsom
@acha_tweets
@emily_hoeven
@cdcdirector
@sburke85
@foxnews
@govkathyhochul
@columbia

Top Mentioned in G5:
@cdcgov
@hhsgov
@mattbc
@whitehouse
@whcos
@tylerblack32
@cdcdirector
@vivek_murthy
@cdcemergency
@thejusticedept

Top Mentioned in G6:
@cdcgov
@repthomasmassie
@sabinehazanmd
@af632
@nih
@epochtimes
@us_fda
@who
@deptofdefense
@cdcmmwr

Top Mentioned in G7:
@cdcgov
@stephjantzen
@emilygraymd_mph
@danaparish
@juliaraifman
@ny_tuck
@denise_dewald
@theresa_chapple
@frankcianfrani
@evebmd

Top Mentioned in G8:
@cdcgov
@cdcmmwr
@concernedfruit
@silent1227
@cdc
@idsainfo
@jasmine_parker
@reno_hammer
@cdcemergency
@mrs_raincloud

Top Mentioned in G9:
@cdcgov
@gwschmedes
@cbdelirium
@makitmakiaz
@cdcdirector
@apalmore08
@ralstonmax
@katiestone
@llisathenurse
@spacermase

Top Mentioned in G10:
@cdcgov
@cdcdirector
@drtedros
@govcanhealth
@who
@fordnation
@cpho_canada
@jyduclos
@liberal_party
@canadianpm

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@dichristine
@paoloigna1
@souljahsingh
@gambiste1
@tinamarie_80s
@moonbootica
@united
@independent
@citrus_kyoto

Top Tweeters in G1:
@souljahsingh
@moonbootica
@bunrxm
@princessbibirf_
@sueleugers
@lacronicadehoy
@bad_woof
@bikerbd
@austinlouis5
@all100senators

Top Tweeters in G2:
@dichristine
@gambiste1
@united
@independent
@viralvideovlogs
@4tchat
@rosenchild
@indiatoday
@thehill
@justwhatnowwhy

Top Tweeters in G3:
@paoloigna1
@monty_chadha
@sar_oso
@njdoc
@telegraaf
@limeylizzie
@leftnotright
@corriere
@demiurgotuiter
@jornaloglobo

Top Tweeters in G4:
@hereiam65094900
@ckkoch3
@jannykmak
@watusicrypto
@leoniehaimson
@tjwooster
@mmdrew2010
@grazie95486257
@namastekuba
@islabear7

Top Tweeters in G5:
@tinamarie_80s
@bannerite
@tyberzannxxxx
@nberlat
@4tybin
@moniquedhooghe
@molliekatie
@trinuvian
@sharon_lynch
@saludhealthinfo

Top Tweeters in G6:
@betseyross
@abbavitch
@antoinotabot
@5mutmeg
@lmst1383
@livingstonld22
@irishcrow72
@lily04022018
@desertpuma
@jhamatl

Top Tweeters in G7:
@bernieupstateny
@nbcbayarea
@doritmi
@rweingarten
@tcrg2012
@willadams1977
@clairecozler
@lauramiers
@selenamaranjian
@lastgreatact

Top Tweeters in G8:
@john1966olsen
@msjbe20a
@danny51353649
@yoymiskosas
@craykain
@unity_coach
@demconnection
@concernedfruit
@fillmorewhite
@bcsalvador

Top Tweeters in G9:
@vickiebluewave
@donnamoon81146
@alisand3
@waldene
@nials5
@tkdcoach
@mutiny32
@augustadsays
@senverdammy
@stealthbadger

Top Tweeters in G10:
@zerohedge
@nationalpost
@ctvnews
@globalnews
@cbcnews
@thetorontosun
@nflnetwork
@realdailywire
@jdouglaslittle
@evasiu21


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