@CDCgov OR @CDC_eHealth OR @CDCemergency, Twitter, 9/3/2021 9:04:35 PM, 261051


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@CDCgov OR @CDC_eHealth OR @CDCemergency_2021-09-03_13-28-23.xlsx
@CDCgov OR @CDC_eHealth OR @CDCemergency_2021-09-03_13-28-23.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 03, 2021
Short Description:
@CDCgov OR @CDC_eHealth OR @CDCemergency via NodeXL https://bit.ly/3tr0L8R
@cdcgov
@nikkifried
@ccme_com
@kirbywtweets
@andytoronto
@universalmaski2
@cdcdirector
@jaimeiberos1
@cubazuelap
@cdcemergency

Top hashtags:
#covid19
#nopawsleftbehind
#deltavariant

Description:
Description
The graph represents a network of 8,326 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, 03 September 2021 at 20:34 UTC.

The requested start date was Friday, 03 September 2021 at 09:25 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, 4-hour, 54-minute period from Wednesday, 01 September 2021 at 00:11 UTC to Friday, 03 September 2021 at 05:05 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 : 8326
Unique Edges : 12004
Edges With Duplicates : 17514
Total Edges : 29518
Number of Edge Types : 5
Retweet : 4300
MentionsInRetweet : 10224
Mentions : 12067
Replies to : 2873
Tweet : 54
Self-Loops : 116
Reciprocated Vertex Pair Ratio : 0.0163970507318147
Reciprocated Edge Ratio : 0.0322650498051104
Connected Components : 3
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 8323
Maximum Edges in a Connected Component : 29515
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.694895
Graph Density : 0.000266497580934285
Modularity : 0.416179
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 8,326 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, 03 September 2021 at 20:34 UTC.

The requested start date was Friday, 03 September 2021 at 09:25 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, 4-hour, 54-minute period from Wednesday, 01 September 2021 at 00:11 UTC to Friday, 03 September 2021 at 05:05 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:
[31] https://twitter.com/theinsiderpaper/status/1433182107501834242
[27] https://twitter.com/TheInsiderPaper/status/1433182107501834242
[11] https://www.youtube.com/watch?v=zPQkkCS2e7k&feature=youtu.be

[9] https://www.foxnews.com/us/rescue-dogs-afghanistan-cdc-policy
[8] https://twitter.com/drsimonegold/status/1433337923827601413
[7] https://www.cdc.gov/immigrantrefugeehealth/guidelines/overseas-guidelines.html
[6] https://www.fox13news.com/news/two-children-including-newborn-baby-die-of-covid-19-at-north-florida-hospital
[6] https://covid.cdc.gov/covid-data-tracker/#vaccinations_vacc-total-admin-rate-total
[6] https://www.iafc.org/press-releases/press-release/iafc-position-on-covid-19-vaccination-of-fire-and-ems-personnel
[5] https://emergency.cdc.gov/han/2021/han00449.asp

Top URLs in Tweet in G1:
[30] https://twitter.com/theinsiderpaper/status/1433182107501834242
[24] https://twitter.com/TheInsiderPaper/status/1433182107501834242
[6] https://www.fox13news.com/news/two-children-including-newborn-baby-die-of-covid-19-at-north-florida-hospital
[5] https://www.vaccines.gov/
[5] https://www.cdc.gov/mmwr/volumes/70/wr/mm7035e5.htm?s_cid=mm7035e5_w
[5] https://www.theepochtimes.com/mkt_morningbrief/ohio-judge-orders-hospital-to-treat-ventilated-covid-19-patient-with-ivermectin_3972447.html
[4] https://www.cdc.gov/mmwr/volumes/70/wr/mm7035e4.htm?s_cid=mm7035e4_w
[4] https://twitter.com/drsimonegold/status/1433337923827601413
[3] https://covid.cdc.gov/covid-data-tracker/#county-view
[3] https://www.cdc.gov/mmwr/volumes/70/wr/mm7035e2.htm?s_cid=mm7035e2_w

Top URLs in Tweet in G2:
[6] https://covid.cdc.gov/covid-data-tracker/#vaccinations_vacc-total-admin-rate-total
[5] https://youtu.be/YIIbQofn7fs
[5] https://www.foxnews.com/us/rescue-dogs-afghanistan-cdc-policy
[3] https://www.cdc.gov/vaccines/covid-19/clinical-considerations/covid-19-vaccines-us.html
[2] https://twitter.com/btysonmd/status/1433578150198329475
[2] https://www.thegatewaypundit.com/2021/09/cdc-directors-guidance-labor-day-weekend-americans-wear-mask-indoors-unvaccinated-people-not-travel-video/
[2] https://twitter.com/SaltLakeLawyer/status/1433434156696891399?s=20
[2] https://www.youtube.com/watch?v=RdMf7dxSK6k&feature=youtu.be

[2] https://www.youtube.com/watch?v=zdT7ESPSUtk&feature=youtu.be

[2] https://www.change.org/p/united-nations-petition-governments-to-support-antiviral-protocols-against-covid-19/u/29297448

Top URLs in Tweet in G3:
[2] https://www.cambridge.org/core/journals/infection-control-and-hospital-epidemiology/article/impact-of-coronavirus-disease-2019-covid19-on-healthcareassociated-infections-in-2020-a-summary-of-data-reported-to-the-national-healthcare-safety-network/8197F323F4840D233A0C62F4726287E1
[1] https://twitter.com/satya_hegde/status/1429086140263456769?s=21
[1] https://twitter.com/theatlantic/status/1433587378946461698
[1] http://shea-online.org/index.php/journal-news/press-room/press-release-archives/986-covid-19-cited-in-significant-increase-in-healthcare-associated-infections-in-2020
[1] https://www.cdc.gov/flu/about/disease/spread.htm
[1] https://www.medrxiv.org/content/10.1101/2021.04.21.21255898v2
[1] https://twitter.com/DrTomFrieden/status/1433082697149263878
[1] https://www.medrxiv.org/content/10.1101/2021.07.23.21261030v1
[1] https://twitter.com/ARCGoldCountry/status/1433127643919040512?s=20
[1] https://change.org/americamaskup

Top URLs in Tweet in G4:
[2] https://www.nobelprize.org/prizes/medicine/2015/press-release/
[2] https://enviroklenzairpurifiers.com/enviroklenz-mobile-air-system-promotion/?ap_id=SOSSTSE
[2] https://www.youtube.com/watch?v=xhu0JZez4Dk&feature=youtu.be

[2] https://twitter.com/us_fda/status/1367929940058988544
[2] https://clinicaltrials.gov/ct2/show/NCT04368728
[2] https://www.who.int/news-room/feature-stories/detail/who-advises-that-ivermectin-only-be-used-to-treat-covid-19-within-clinical-trials
[2] https://emergency.cdc.gov/han/2021/pdf/CDC_HAN_449.pdf
[2] https://myturn.ca.gov/
[1] https://twitter.com/feelsogoodnow/status/1433419405522731016
[1] https://www.sandiegouniontribune.com/news/health/story/2021-09-01/ucsd-wants-to-give-its-frontline-health-care-workers-a-booster-shot-state-says-no

Top URLs in Tweet in G5:
[2] https://www.cnbc.com/2021/08/09/covid-epidemiologist-larry-brilliant-on-delta-variant-vaccinations.html
[2] https://medicine.wustl.edu/news/among-covid-19-survivors-an-increased-risk-of-death-serious-illness/
[2] https://www.bloomberg.com/tosv2.html?vid=&uuid=6c17e59e-0731-11ec-81b3-544467765a69&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wOC0yNy9wcmV2aW91cy1jb3ZpZC1wcmV2ZW50cy1kZWx0YS1pbmZlY3Rpb24tYmV0dGVyLXRoYW4tcGZpemVyLXNob3Q=
[1] https://twitter.com/UMMCnews/status/1433054480635813889?s=20
[1] https://apnews.com/article/joe-biden-business-health-coronavirus-pandemic-4d0d18b24e0dd41de2424e19b3ed994f
[1] https://www.washingtonpost.com/politics/2021/08/11/rand-paul-gilead-stock/
[1] https://apnews.com/article/health-texas-education-coronavirus-pandemic-c98779ccd2d5f8d8dc88a8cb89eb3b9a
[1] https://www.npr.org/sections/goatsandsoda/2021/04/08/985032748/the-vaccine-passport-debate-actually-began-in-1897-over-a-plague-vaccine
[1] https://www.infectioncontroltoday.com/view/younger-people-in-us-getting-hit-hard-by-delta-variant
[1] https://www.cdc.gov/vaccines/vpd/polio/public/index.html#:~:text=CDC%20recommends%20that%20children%20get%20four%20doses%20of%20polio%20vaccine,4%20through%206%20years%20old

Top URLs in Tweet in G6:
[1] https://ivmmeta.com/
[1] https://espanol.cdc.gov/coronavirus/2019-ncov/your-health/about-covid-19/caring-for-children/families.html
[1] https://twitter.com/PierreKory/status/1433285139551985666
[1] https://twitter.com/DCGreenZone1/status/1433558421547094018
[1] https://twitter.com/drjkahn/status/1433235586459049986?s=20

Top URLs in Tweet in G7:
[2] https://www.theepochtimes.com/cdcs-mission-confusion_3976185.html?utm_medium=social&utm_source=twitter&utm_campaign=digitalsub
[2] https://www.michrxconsulting.com/cp69-gotcha-caught-big-lie-pbms-cvs-preying/#consciouspharmacist
[1] https://www.latimes.com/opinion/story/2021-08-26/pandemic-covid-19-stages-vaccination-intensive-care-respiratory-therapist
[1] https://twitter.com/brandondarby/status/1433627385484746759
[1] https://twitter.com/liamschubel/status/1432892639481933825
[1] https://www.pharmacist.com/Practice/COVID-19/Know-the-Facts/COVID-mRNA-Additional-Dose-Guidance
[1] https://wwwnc.cdc.gov/eid/article/27/12/21-1199_article
[1] https://www.theepochtimes.com/cdc-panel-backs-full-approval-for-pfizer-biontech-covid-19-vaccine-for-over-16s_3972850.html?utm_medium=social&utm_source=twitter&utm_campaign=digitalsub
[1] https://www.reuters.com/business/healthcare-pharmaceuticals/japan-finds-stainless-steel-particles-suspended-doses-moderna-vaccine-2021-09-01/
[1] https://www.fda.gov/media/151710/download

Top URLs in Tweet in G8:
[5] https://www.cambridge.org/core/journals/environmental-conservation/article/abs/ecology-of-seed-and-seedling-growth-for-conservation-and-restoration-of-tropical-dry-forest-a-review/7655299B0064566F29F5BCFFDC0A42B0
[2] https://ir.novavax.com/2021-08-30-Novavax-Statement-on-CDC-Guidance-Update-for-COVID-19-Clinical-Trial-Participants?sf150361986=1
[1] https://twitter.com/drsimonegold/status/1433337923827601413
[1] https://finance.yahoo.com/news/u-administers-third-dose-covid-182340218.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr
[1] https://twitch.tv/xbox
[1] https://twitter.com/Xbox/status/1431339686421680128
[1] https://www.cdc.gov/vaccines/covid-19/clinical-considerations/covid-19-vaccines-us.html
[1] https://www.medrxiv.org/content/10.1101/2021.08.28.21262748v1
[1] https://twitter.com/MuinJKhoury/status/1433042972317265920
[1] https://www.youtube.com/playlist?list=PLpMndisOFHE8ODRVQPPEvqXVZOJaBu4HR


Top URLs in Tweet in G9:
[1] https://twitter.com/thedailybeast/status/1433606970897014784
[1] https://twitter.com/occupydemocrats/status/1432773315236560900
[1] https://twitter.com/JoyAnnReid/status/1433533034125529090
[1] https://twitter.com/ReportsDaNews/status/1433594014201155587
[1] https://www.theguardian.com/us-news/2021/jul/08/fears-of-new-us-covid-surge-as-delta-spreads-and-many-remain-unvaccinated
[1] https://twitter.com/heyrickyb/status/1433554233530458112
[1] https://twitter.com/bryandawsonusa/status/1433564046507270144
[1] https://twitter.com/professoramuse/status/1433202523905662978
[1] https://www.cdc.gov/nchs/pressroom/sosmap/firearm_mortality/firearm.htm
[1] https://www.salon.com/2020/04/08/yale-psychiatrist-bandy-lee-trumps-deadly-briefings-display-anti-human-psychology/

Top URLs in Tweet in G10:
[2] https://twitter.com/CDCgov/status/1433507461047230465?s=20
[1] https://www.youtube.com/watch?v=EGQNkv3bS18&feature=youtu.be

[1] https://twitter.com/YearCovid/status/1370307577888698369?s=20
[1] https://twitter.com/bbchealth/status/1433400073958928385?s=20
[1] https://twitter.com/daily_express/status/1433483347431464961
[1] https://nymag.com/intelligencer/2021/08/the-science-of-masking-kids-at-school-remains-uncertain.html
[1] https://www.youtube.com/watch?v=Yfj5PEXIM-U&feature=youtu.be

[1] https://www.youtube.com/watch?v=1wBQK2uiYeU&feature=youtu.be

[1] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2F100019475312799%2Fposts%2F832282337430936%2F
[1] https://twitter.com/SpacecourtPlant/status/1432923407075659778

Top Domains
Top Domains in Tweet in Entire Graph:
[360] twitter.com
[188] cdc.gov
[48] youtube.com
[19] bit.ly
[12] foxnews.com
[11] nih.gov
[10] yahoo.com
[10] cambridge.org
[10] theepochtimes.com
[9] tiktok.com

Top Domains in Tweet in G1:
[122] twitter.com
[120] cdc.gov
[14] bit.ly
[6] usa.gov
[6] fox13news.com
[6] theepochtimes.com
[6] youtube.com
[5] vaccines.gov
[4] nih.gov
[3] medrxiv.org

Top Domains in Tweet in G2:
[115] twitter.com
[16] cdc.gov
[12] youtube.com
[7] yahoo.com
[6] foxnews.com
[6] tiktok.com
[5] youtu.be
[4] change.org
[3] cnbc.com
[3] thegatewaypundit.com

Top Domains in Tweet in G3:
[19] twitter.com
[6] cdc.gov
[3] cambridge.org
[3] medrxiv.org
[3] bit.ly
[3] nih.gov
[1] shea-online.org
[1] change.org
[1] bloomberglaw.com
[1] idsociety.org

Top Domains in Tweet in G4:
[18] twitter.com
[4] youtube.com
[4] cdc.gov
[2] nobelprize.org
[2] enviroklenzairpurifiers.com
[2] nejm.org
[2] clinicaltrials.gov
[2] fda.gov
[2] who.int
[2] ca.gov

Top Domains in Tweet in G5:
[3] twitter.com
[2] apnews.com
[2] cnbc.com
[2] wustl.edu
[2] bloomberg.com
[1] washingtonpost.com
[1] npr.org
[1] infectioncontroltoday.com
[1] cdc.gov
[1] healthline.com

Top Domains in Tweet in G6:
[3] twitter.com
[1] ivmmeta.com
[1] cdc.gov

Top Domains in Tweet in G7:
[3] theepochtimes.com
[2] twitter.com
[2] fda.gov
[2] michrxconsulting.com
[1] latimes.com
[1] pharmacist.com
[1] cdc.gov
[1] reuters.com
[1] youtube.com
[1] 13newsnow.com

Top Domains in Tweet in G8:
[5] cambridge.org
[3] twitter.com
[2] novavax.com
[1] yahoo.com
[1] twitch.tv
[1] cdc.gov
[1] medrxiv.org
[1] youtube.com

Top Domains in Tweet in G9:
[7] twitter.com
[1] theguardian.com
[1] cdc.gov
[1] salon.com
[1] americanindependent.com

Top Domains in Tweet in G10:
[7] twitter.com
[3] youtube.com
[1] nymag.com
[1] facebook.com
[1] cdc.gov
[1] folkhalsomyndigheten.se
[1] nextstrain.org
[1] outbreak.info

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1153] covid19
[137] nopawsleftbehind
[50] deltavariant
[42] loveisnottourism
[36] cdc
[31] ivermectin
[31] vaccines
[29] covid
[29] vaccine
[28] operationhercules



Top Hashtags in Tweet in G1:
[786] covid19
[22] deltavariant
[19] hcps
[19] vaccines
[17] ioad2021
[14] unvaccinated
[14] acip
[12] florida
[11] vaccine
[10] covid

Top Hashtags in Tweet in G2:
[88] covid19
[41] loveisnottourism
[27] operationhercules
[23] nopawsleftbehind
[23] liftthetravelban
[11] stopthetravelban
[10] fauci
[8] ivermectin
[8] deltavariant
[8] whitehouse

Top Hashtags in Tweet in G3:
[27] covid19
[15] longcovid
[6] tweetiatricians
[3] backtoschool
[3] councilrock
[2] infectionprevention
[2] deltavariant
[2] b16172
[2] clininfectdis
[2] idsajournals

Top Hashtags in Tweet in G4:
[117] covid19
[9] deltavariant
[6] operationbreathefreshcleanair
[6] machinelearning
[6] 5g
[6] datascience
[6] 100daysofcode
[6] python
[6] cybersecurity
[6] vaccines

Top Hashtags in Tweet in G5:
[111] nopawsleftbehind
[1] hcq
[1] ivermectin
[1] itisspelledyour

Top Hashtags in Tweet in G6:
[2] covid19
[1] hcps
[1] vaccines
[1] cdc
[1] datadump

Top Hashtags in Tweet in G7:
[18] cdc
[8] tokyo2020
[7] covid19
[2] whitehouse
[2] vaccine
[2] healthcareprovider
[2] pharmacist
[2] pharmacisthealthcareprovider
[1] pharmacists
[1] fauci

Top Hashtags in Tweet in G8:
[2] covid19
[2] tourists
[2] vaccinated
[2] hawaii
[1] vaccinatedtravelers
[1] hawaiitravel
[1] coronavirus
[1] deltavariant
[1] vaccine
[1] climatecrisis

Top Hashtags in Tweet in G9:
[3] misinformation
[2] helpusa
[2] congregate
[2] shelter
[2] americantaliban
[1] impeachkavanaugh
[1] endthefilibusternow
[1] womensrights
[1] 530kdead
[1] death

Top Hashtags in Tweet in G10:
[5] backtoschool
[3] nhs
[3] kids
[3] longcovidkids
[2] maskup
[1] pcr
[1] test
[1] jcvi
[1] longcovid
[1] coviddata

Top Words
Top Words in Tweet in Entire Graph:
[7494] cdcgov
[2319] covid
[1362] 19
[1194] nikkifried
[1153] #covid19
[1132] deaths
[1070] florida
[1035] people
[986] today
[935] reported

Top Words in Tweet in G1:
[3491] cdcgov
[1825] covid
[1204] 19
[1183] nikkifried
[1025] deaths
[995] florida
[891] reported
[868] today
[832] 338
[786] #covid19

Top Words in Tweet in G2:
[1192] cdcgov
[399] cdcdirector
[332] potus
[209] dogs
[196] us_fda
[165] cdc
[138] people
[124] trinasolis17
[112] covid
[107] usdogcoalition

Top Words in Tweet in G3:
[206] cdcgov
[47] covid
[33] kprather88
[31] ameracadpeds
[28] more
[27] #covid19
[27] safe
[26] vaccine
[25] health
[23] dianaberrent

Top Words in Tweet in G4:
[396] cdcgov
[120] cdcmmwr
[117] #covid19
[78] themfingcoo
[61] desertnomadnv
[53] covid
[50] risk
[49] finds
[44] people
[41] myocarditis

Top Words in Tweet in G5:
[387] cdcgov
[197] theinsiderpaper
[170] almostjingo
[125] mikekowal9
[112] part
[112] wait
[111] craziest
[111] #nopawsleftbehind
[111] story
[111] actually

Top Words in Tweet in G6:
[149] cdcgov
[77] randpaul
[76] rmconservative
[74] yossigestetner
[69] tweets
[68] today
[67] hi
[67] 41
[67] sent
[67] last

Top Words in Tweet in G7:
[88] cdcgov
[33] erictopol
[28] ft
[28] nikasgari
[26] lolalatigresa
[19] disease
[18] #cdc
[17] betsy_mccaughey
[17] apparently
[17] fighting

Top Words in Tweet in G8:
[43] cdcgov
[19] novavax
[12] covid
[11] vaccine
[10] 19
[7] bell00david
[7] data
[7] bbcnews
[6] public
[6] health

Top Words in Tweet in G9:
[25] cdcgov
[12] bombshelldaily
[9] fbi
[9] yale
[8] thomasholleran
[8] absurd_dad
[8] dogsteach
[8] dblduh
[8] sudodd921
[8] rajak101210

Top Words in Tweet in G10:
[33] cdcgov
[12] phe_uk
[8] need
[7] longcovidkids
[7] nhsuk
[6] us_fda
[5] dgurdasani1
[5] #backtoschool
[5] ahmedaftab68
[5] inabster

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1245] covid,19
[847] cdcgov,today
[839] florida,reported
[833] reported,338
[832] 338,deaths
[832] 19,cdcgov
[831] deaths,covid
[729] highest,death
[729] death,toll
[728] today,highest

Top Word Pairs in Tweet in G1:
[1104] covid,19
[840] cdcgov,today
[832] florida,reported
[827] reported,338
[826] 338,deaths
[825] deaths,covid
[825] 19,cdcgov
[723] highest,death
[723] death,toll
[722] today,highest

Top Word Pairs in Tweet in G2:
[261] cdcgov,cdcdirector
[81] rochelle,walensky
[79] cdc,director
[77] cdcdirector,uh
[77] uh,yeah
[77] yeah,y'all
[77] y'all,go
[77] go,yourselves
[77] yourselves,cdc
[77] director,rochelle

Top Word Pairs in Tweet in G3:
[20] superspreading,events
[17] safe,effective
[16] ameracadpeds,cdcgov
[16] us_fda,determines
[16] determines,drug
[16] drug,vaccine
[16] vaccine,safe
[16] effective,acip
[16] acip,cdcgov
[16] cdcgov,recommend

Top Word Pairs in Tweet in G4:
[116] cdcgov,cdcmmwr
[74] themfingcoo,cdcgov
[60] desertnomadnv,themfingcoo
[45] cdcmmwr,finds
[40] risk,myocarditis
[36] finds,patients
[36] patients,#covid19
[36] #covid19,nearly
[36] nearly,16x
[36] 16x,risk

Top Word Pairs in Tweet in G5:
[135] theinsiderpaper,cdcgov
[120] mikekowal9,theinsiderpaper
[111] craziest,part
[111] part,#nopawsleftbehind
[111] #nopawsleftbehind,story
[111] story,actually
[111] actually,wait
[111] wait,cdcgov
[111] cdcgov,fault
[110] almostjingo,craziest

Top Word Pairs in Tweet in G6:
[76] rmconservative,randpaul
[67] hi,rmconservative
[67] randpaul,41
[67] 41,tweets
[67] tweets,sent
[67] sent,cdcgov
[67] cdcgov,last
[67] last,days
[67] days,including
[67] including,today

Top Word Pairs in Tweet in G7:
[28] erictopol,cdcgov
[28] cdcgov,ft
[28] ft,nikasgari
[26] lolalatigresa,erictopol
[17] betsy_mccaughey,cdcgov
[17] cdcgov,apparently
[17] apparently,fighting
[17] fighting,injustice
[17] injustice,disease
[17] disease,#cdc

Top Word Pairs in Tweet in G8:
[10] covid,19
[9] novavax,cdcgov
[6] public,health
[6] cdcgov,cnnbrk
[6] cnnbrk,bbcnews
[6] bbcnews,washingtonpost
[6] washingtonpost,newyorktimes_on
[5] true,appears
[5] appears,actually
[5] actually,big

Top Word Pairs in Tweet in G9:
[8] absurd_dad,dogsteach
[8] dogsteach,dblduh
[8] dblduh,sudodd921
[8] sudodd921,rajak101210
[8] rajak101210,smakhanian
[8] smakhanian,pleightx
[8] pleightx,hondoresists
[8] ex,murderer
[8] murderer,chief
[8] chief,yale

Top Word Pairs in Tweet in G10:
[4] cdcgov,phe_uk
[4] phe_uk,govuk
[4] inabster,us_fda
[4] cdcgov,nsagov
[4] nsagov,nhsuk
[4] nhsuk,nature
[4] nature,thelancet
[3] cdube_sante,cdcgov
[3] need,go
[3] go,#nhs

Top Replied-To
Top Replied-To in Entire Graph:
@cdcgov
@nikkifried
@kingsfan42700
@sccmpresident
@mikedocfitness
@cdcdirector
@anthonyc3069
@bethconnolly20
@usdogcoalition
@theinsiderpaper

Top Replied-To in G1:
@cdcgov
@nikkifried
@aninhapff
@vancemurphy
@reportsdanews
@fronterajames
@melisagerard
@matth_4america
@drhelebeano
@samlace65948404

Top Replied-To in G2:
@cdcgov
@cdcdirector
@usdogcoalition
@theovalpawffice
@bradanderzon
@potus
@clareaturner
@momonamission30
@whcovidresponse
@bpbp_pbpb

Top Replied-To in G3:
@ppetoheros
@dianaberrent
@kprather88
@cdcgov
@denise_dewald
@subatomicdoc
@danielgriffinmd
@entreriosdreams
@apearlbird
@flowermusickids

Top Replied-To in G4:
@mikedocfitness
@anthonyc3069
@justbepooping
@cdcgov
@calonghurst
@clabaugh_mark
@1staalltheway
@gdata2021
@slutectock

Top Replied-To in G5:
@kingsfan42700
@theinsiderpaper
@mikekowal9
@gkeeto
@prichard_logan
@theonebrady8
@elledgemegan
@__michaeljames
@cdcgov
@jaygrimaldo

Top Replied-To in G6:
@yossigestetner
@drjkahn
@commonomics
@brendyg50005836
@silviat91109555
@consultafamili
@joerogan
@us_fda
@frognews
@cripipper21

Top Replied-To in G7:
@mahealthforkids
@guyschultz
@singingotune
@bradley93038424
@pfizer
@cdcgov
@sbaysden
@bob_wachter
@jimayello
@arizonabrees

Top Replied-To in G8:
@novavax
@needed
@anwit07
@bell00david
@reuters
@shibby3235
@carlotasfotos
@iamcardib
@cranehassold
@irs_ci

Top Replied-To in G9:
@fbi
@joncoopertweets
@thehill
@realtwitish
@thomasholleran
@cia
@yourdeaff
@yrgfuego_
@who
@bombshelldaily

Top Replied-To in G10:
@inabster
@ahmedaftab68
@sfchronicle
@hollanddaniell3
@maximroberge4
@actuqc_com
@longcovidkids
@mag_worden
@mirand1maz1
@smsteget

Top Mentioned
Top Mentioned in Entire Graph:
@cdcgov
@nikkifried
@cdcdirector
@us_fda
@potus
@who
@sccmpresident
@theinsiderpaper
@almostjingo
@cdcmmwr

Top Mentioned in G1:
@cdcgov
@nikkifried
@reportsdanews
@dogarrett
@govrondesantis
@autrement_votre
@bsw5020
@us_fda
@miamiherald
@cdcemergency

Top Mentioned in G2:
@cdcgov
@cdcdirector
@potus
@us_fda
@trinasolis17
@joebiden
@ksanimalrescue
@whitehouse
@whcovidresponse
@usdogcoalition

Top Mentioned in G3:
@cdcgov
@ameracadpeds
@kprather88
@drericding
@us_fda
@drtomfrieden
@dfisman
@drsanjaygupta
@cdcdirector
@drlapook

Top Mentioned in G4:
@cdcgov
@who
@cdcmmwr
@themfingcoo
@desertnomadnv
@drericding
@karma4ublue
@shortcomment2
@nejm
@ucsdhealth

Top Mentioned in G5:
@cdcgov
@theinsiderpaper
@almostjingo
@mikekowal9
@gkeeto
@__michaeljames
@kingsfan42700
@prichard_logan
@cdcdirector
@phillyrepub90

Top Mentioned in G6:
@cdcgov
@randpaul
@rmconservative
@yossigestetner
@us_fda
@cdcdirector
@fdamedia
@drjkahn
@shannonjoyradio
@pabloaraujogr

Top Mentioned in G7:
@cdcgov
@erictopol
@ft
@nikasgari
@lolalatigresa
@betsy_mccaughey
@epochopinion
@pfizer
@moderna_tx
@us_fda

Top Mentioned in G8:
@cdcgov
@novavax
@bbcnews
@cnnbrk
@washingtonpost
@newyorktimes_on
@covid19tracking
@who
@bell00david
@cdcfound

Top Mentioned in G9:
@cdcgov
@bombshelldaily
@absurd_dad
@dogsteach
@dblduh
@sudodd921
@rajak101210
@smakhanian
@pleightx
@hondoresists

Top Mentioned in G10:
@cdcgov
@phe_uk
@nhsuk
@longcovidkids
@us_fda
@who
@dgurdasani1
@justintrudeau
@govuk
@nsagov

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@cybersec_feeds
@federicoalves
@solutioneer72
@delta
@inabster
@klm
@thepoliticalcat
@bannerite
@sddphoto

Top Tweeters in G1:
@federicoalves
@solutioneer72
@thepoliticalcat
@bannerite
@madfall1213
@lechatnoire4
@lizditz
@stockguy61
@rhiles2760
@mementh

Top Tweeters in G2:
@inabster
@rosenchild
@onahunttoday
@meidas_damon
@princessbibirf_
@business
@oldsalz
@rebellegrrl
@bernieupstateny
@rleas

Top Tweeters in G3:
@samhainnight
@nytimes
@pfanderson
@rioslade
@forbes
@forgive_luv
@ajc
@mdrfl
@saludhealthinfo
@laporres

Top Tweeters in G4:
@threadreaderapp
@cybersec_feeds
@bofa_help
@viralvideovlogs
@wadakashiho
@coderretweet
@renellglover
@andytoronto
@scott_squires
@pineywoozle

Top Tweeters in G5:
@_yvonneburton
@1catherinesiena
@simplify77
@willsdarlin
@doodlestrks
@hopeeternall
@cjsienna55
@4allsoulkind
@pixiedust5135
@lclynick

Top Tweeters in G6:
@drdaveanddee
@beank511
@sigstarget
@zerohedge
@corona_ssyt
@itsjustjill
@iromg
@bad_tits
@westernpajon
@bichikota

Top Tweeters in G7:
@israelnewslinks
@woodward_roxie
@bbcworld
@bluesuezoo
@wlos_13
@ft
@victoriaokane
@epochtimes
@porter_anderson
@john_frank1954

Top Tweeters in G8:
@reuters
@bbcnews
@demiurgotuiter
@yahoofinance
@xbox
@bprince95
@rschooley
@torontopolice
@nasa
@un_women

Top Tweeters in G9:
@sddphoto
@thehill
@thetobster111
@smc429
@lbpyyz
@funder
@joncoopertweets
@boiarski
@patriciakellogg
@mujerpescado

Top Tweeters in G10:
@menabster
@paulpaul49
@latimes
@torontostar
@vancouversun
@chicagotribune
@nymag
@sfchronicle
@sfgate
@sfbusinesstimes