@CDCgov OR @CDC_eHealth OR @CDCemergency, Twitter, 11/25/2022 10:02:43 PM, 284973


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@CDCgov OR @CDC_eHealth OR @CDCemergency_2022-11-25_12-53-25.xlsx
@CDCgov OR @CDC_eHealth OR @CDCemergency_2022-11-25_12-53-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 25, 2022
Short Description:
@CDCgov OR @CDC_eHealth OR @CDCemergency via NodeXL https://bit.ly/3F1DKQV
@cdcgov
@tracybethhoeg
@highwiretalk
@cdcdirector
@violetblue
@helpthem01
@yesnicksearcy
@citlanx
@drkate4kids
@nalticx

Top hashtags:
#covid19
#covid
#antibiotics
#wearamask
#covidisairborne

Description:
Description
The graph represents a network of 6,809 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 November 2022 at 21:00 UTC.

The requested start date was Friday, 25 November 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 2-day, 23-hour, 36-minute period from Tuesday, 22 November 2022 at 01:17 UTC to Friday, 25 November 2022 at 00:53 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 : 6809
Unique Edges : 10122
Edges With Duplicates : 16775
Total Edges : 26897
Number of Edge Types : 5
Replies to : 3219
Mentions : 10046
MentionsInRetweet : 9486
Retweet : 4112
Tweet : 34
Self-Loops : 79
Reciprocated Vertex Pair Ratio : 0.0143186204320488
Reciprocated Edge Ratio : 0.0282329834898423
Connected Components : 2
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 6798
Maximum Edges in a Connected Component : 26876
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.629771
Graph Density : 0.000351478024091637
Modularity : 0.374307
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 6,809 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 November 2022 at 21:00 UTC.

The requested start date was Friday, 25 November 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 2-day, 23-hour, 36-minute period from Tuesday, 22 November 2022 at 01:17 UTC to Friday, 25 November 2022 at 00:53 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:
[170] https://www.nih.gov/news-events/news-releases/nih-establishes-website-self-reporting-covid-19-test-results
[42] https://covid.cdc.gov/covid-data-tracker/#rates-by-vaccine-status
[20] https://www.washingtonpost.com/politics/2022/11/23/vaccinated-people-now-make-up-majority-covid-deaths/
[18] https://www.cdc.gov/pef/analytics-and-modeling/index.html
[15] https://rumble.com/v1wac7i-world-premier-died-suddenly.html
[11] https://twitter.com/CDCgov/status/1594722404726702084
[8] https://twitter.com/cdcgov/status/1594722404726702084
[7] https://www.foxnews.com/health/vaccinated-americans-a-majority-of-covid-deaths-for-first-time-in-august-analysis
[6] https://www.idsociety.org/multimedia/clinician-calls/sars-cov-2-subvariants--the-future-of-monoclonal-antibodies-monkeypox-update/
[6] https://www.cdc.gov/foodsafety/communication/holiday-turkey.html

Top URLs in Tweet in G1:
[18] https://www.cdc.gov/pef/analytics-and-modeling/index.html
[7] https://twitter.com/CDCgov/status/1594722404726702084
[6] https://www.cdc.gov/foodsafety/communication/holiday-turkey.html
[5] https://www.cdc.gov/diabetes/library/features/holidays-healthy-eating.html?CDC_AA_refVal=https%3A%2F%2Fwww.cdc.gov%2Ffeatures%2Fdiabetesmanagement%2Findex.html
[5] https://cdc.gov/foodsafety
[5] https://rumble.com/v1wac7i-world-premier-died-suddenly.html
[4] https://twitter.com/DrMerminCDC/status/1595436532067840000
[4] https://twitter.com/cdcgov/status/1594722404726702084
[3] https://bit.ly/2HBXXkY
[3] https://cdc.gov/me-cfs/healthcare-providers/index.html

Top URLs in Tweet in G2:
[5] https://twitter.com/ussuricat1/status/1595539619063414791
[2] https://www.cmaj.ca/content/194/45/E1529
[2] https://twitter.com/stewpeters__/status/1594902587576295425
[1] https://twitter.com/DoctorTro/status/1565365703414267904
[1] https://www.cdc.gov/mmwr/volumes/71/wr/mm7148e1.htm?s_cid=mm7148e1_w
[1] https://onlinelibrary.wiley.com/doi/10.1111/eci.13759
[1] https://pubmed.ncbi.nlm.nih.gov/34849657/
[1] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs10875-022-01360-z
[1] https://twitter.com/tracybethhoeg/status/1583303306218127361
[1] https://jamanetwork.com/journals/jamacardiology/fullarticle/2791253

Top URLs in Tweet in G3:
[8] https://www.washingtonpost.com/politics/2022/11/23/vaccinated-people-now-make-up-majority-covid-deaths/
[7] https://www.nih.gov/news-events/news-releases/nih-establishes-website-self-reporting-covid-19-test-results
[7] https://rumble.com/v1wac7i-world-premier-died-suddenly.html
[6] https://www.cdc.gov/vaccines/covid-19/downloads/CDC-Fall-Vaccination-Operational-Planning-Guide-6-months-under-6-years.pdf
[4] https://covid.cdc.gov/covid-data-tracker/#rates-by-vaccine-status
[4] https://www.foxnews.com/health/vaccinated-americans-a-majority-of-covid-deaths-for-first-time-in-august-analysis
[4] https://twitter.com/cdcgov/status/1594722404726702084
[4] https://time.com/6231516/universal-masking-in-school-works-new-data-shows-how-well/?xid=homepage
[4] https://www.reuters.com/business/healthcare-pharmaceuticals/repeat-covid-is-riskier-than-first-infection-study-finds-2022-11-10/
[3] https://twitter.com/CDCgov/status/1594722404726702084

Top URLs in Tweet in G4:
[2] https://twitter.com/RadCentrism/status/1475597888075882498
[2] https://twitter.com/sarnianewstoday/status/1595091479826939912?s=20&t=4zRNq8VVeCaHWGzou0cZ2g
[2] https://twitter.com/Kaplan4Oakland/status/1498768554614681601
[2] https://www.youtube.com/watch?v=J3dnkbKoj4A

[2] https://ndc.services.cdc.gov/case-definitions/respiratory-syncytial-virus-associated-mortality-2019/
[1] https://www.cdc.gov/hygiene/personal-hygiene/coughing-sneezing.html
[1] https://www.atsjournals.org/doi/pdf/10.1164/rccm.201707-1457OC
[1] https://www.cnbc.com/2022/11/18/biden-asked-to-declare-emergency-over-rsv-flu-kids-hospitalizations.html
[1] https://www.cdc.gov/flu/weekly/index.htm
[1] https://www.cdc.gov/flu/season/faq-flu-season-2022-2023.htm

Top URLs in Tweet in G5:
[5] https://www.reuters.com/business/healthcare-pharmaceuticals/measles-now-an-imminent-global-threat-due-pandemic-say-who-cdc-2022-11-23/
[4] https://www.cdc.gov/mmwr/volumes/71/wr/mm7147a1.htm?s_cid=mm7147a1_w
[2] https://www.washingtonpost.com/politics/2022/11/23/vaccinated-people-now-make-up-majority-covid-deaths/?fbclid=IwAR1rjfnA5xljp6IIe9JImwj5F2dVPJXcmMLEvS5Iu2NYqqBEwnYg_ypGGg4
[2] https://www.washingtonpost.com/health/2022/11/24/measles-threat-vaccine-who-cdc/
[2] https://www.environewsnigeria.com/nearly-40m-children-dangerously-susceptible-to-growing-measles-threat-who-cdc/
[2] https://nces.ed.gov/surveys/piaac/national_results.asp
[2] https://www.nacds.org/covid-19/
[1] https://twitter.com/GeraldoRivera/status/1595838006849478656
[1] https://www.bmj.com/content/379/bmj.o2844
[1] https://www.cdc.gov/mmwr/volumes/71/wr/mm7147a1.htm

Top URLs in Tweet in G6:
[158] https://www.nih.gov/news-events/news-releases/nih-establishes-website-self-reporting-covid-19-test-results
[5] http://themarkojenx.cn
[1] https://twitter.com/doctor_eric_b/status/1595882368380047360
[1] https://www.youtube.com/watch?v=bOoxGGJNMjw&feature=youtu.be

[1] https://twitter.com/AP/status/1595174029719179282
[1] https://www.fda.gov/media/154950/download
[1] https://twitter.com/petersweden7/status/1595750689401192449
[1] https://www.youtube.com/watch?v=QabAtYBnqro&feature=youtu.be

[1] https://www.youtube.com/watch?v=2NaLUYt1qc4&feature=youtu.be

[1] https://twitter.com/david_r_morgan/status/1595526291016523776

Top URLs in Tweet in G7:
[6] https://www.idsociety.org/multimedia/clinician-calls/sars-cov-2-subvariants--the-future-of-monoclonal-antibodies-monkeypox-update/
[4] https://www.washingtonpost.com/politics/2022/11/23/vaccinated-people-now-make-up-majority-covid-deaths/
[2] https://pubmed.ncbi.nlm.nih.gov/35465337/
[2] https://pubmed.ncbi.nlm.nih.gov/34690021/
[2] https://pubmed.ncbi.nlm.nih.gov/34835280/
[2] https://www.news-medical.net/news/20221124/Study-demonstrates-that-Paxlovid-protects-severe-COVID-19e28093associated-outcomes-among-persons-for-whom-it-is-recommended.aspx
[2] https://www.npr.org/sections/health-shots/2022/03/10/1085797307/cdcs-new-covid-metrics-can-leave-individuals-struggling-to-understand-their-risk
[2] https://www.youtube.com/watch?v=J3dnkbKoj4A

[1] https://www.cdc.gov/mmwr/volumes/71/wr/mm7146a3.htm?s_cid=mm7146a3_x
[1] https://www.cdc.gov/mmwr/volumes/71/wr/mm7148e1.htm?s_cid=mm7148e1_w

Top URLs in Tweet in G8:
[1] https://twitter.com/JohnPeniel55510/status/1374565890469990410?s=19
[1] https://www.facebook.com/groups/1096372554182771/
[1] https://www.seattletimes.com/nation-world/vaccinated-people-now-make-up-a-majority-of-covid-deaths/
[1] https://abcnews.go.com/Health/measles-imminent-threat-worldwide-cdc-report-finds/story?id=93857891
[1] http://R.B.Hughes
[1] https://twitter.com/petersweden7/status/1595427335532154881
[1] https://www.fbi.gov/contact-us/field-offices/portland/news/press-releases/oregon-fbi-tech-tuesday-building-a-digital-defense-against-fake-covid-19-vaccine-cards

Top URLs in Tweet in G9:
[1] https://on.wsj.com/3i8lRY0
[1] https://www.pallimed.org/2022/09/undisclosed-conflicts-of-interest-by.html?m=1
[1] https://www.samhsa.gov/data/sites/default/files/reports/rpt29393/2019NSDUHFFRPDFWHTML/2019NSDUHFFR1PDFW090120.pdf
[1] https://www.cdc.gov/opioids/opioid-rapid-response-program.html
[1] https://www.frontiersin.org/articles/10.3389/fpain.2022.884674/full
[1] https://www.medpagetoday.com/opinion/second-opinions/101825?trw=no
[1] https://journals.lww.com/annalsofsurgery/Abstract/9900/Long_Term_Health_Outcomes_of_New_Persistent_Opioid.313.aspx
[1] https://twitter.com/ibdgirl76/status/1595508826689703943
[1] https://twitter.com/leahlonebear/status/1594702871433461766
[1] https://www.wsj.com/articles/florida-rejects-the-cdcs-new-opioid-guidelines-crisis-medication-overdose-pain-morphine-dosage-healthcare-drug-death-11669071808

Top URLs in Tweet in G10:
[1] https://www.fbi.gov/news/stories/la-investigation-gives-insights-into-a-deadly-drug-supply-112122
[1] https://twitter.com/mikerodak/status/1595591785706713089
[1] https://twitter.com/AnnaMedaris/status/1595187878690050048

Top Domains
Top Domains in Tweet in Entire Graph:
[301] twitter.com
[187] nih.gov
[185] cdc.gov
[27] bit.ly
[26] rumble.com
[25] washingtonpost.com
[19] youtube.com
[12] substack.com
[11] reuters.com
[9] idsociety.org

Top Domains in Tweet in G1:
[96] cdc.gov
[75] twitter.com
[25] bit.ly
[8] rumble.com
[7] nih.gov
[4] substack.com
[3] slate.com
[3] co.uk
[3] youtube.com
[3] israelnationalnews.com

Top Domains in Tweet in G2:
[31] twitter.com
[2] cmaj.ca
[2] cdc.gov
[2] nih.gov
[2] yahoo.com
[1] wiley.com
[1] springer.com
[1] jamanetwork.com
[1] usafacts.org
[1] nature.com

Top Domains in Tweet in G3:
[113] twitter.com
[19] cdc.gov
[14] rumble.com
[9] washingtonpost.com
[8] nih.gov
[5] reuters.com
[4] foxnews.com
[4] time.com
[3] substack.com
[3] cnbc.com

Top Domains in Tweet in G4:
[12] twitter.com
[6] cdc.gov
[3] youtube.com
[2] substack.com
[1] atsjournals.org
[1] cnbc.com
[1] covidsafenetwork.com
[1] nature.com
[1] co.uk
[1] nih.gov

Top Domains in Tweet in G5:
[29] twitter.com
[7] cdc.gov
[5] washingtonpost.com
[5] reuters.com
[3] youtube.com
[2] bmj.com
[2] co.uk
[2] un.org
[2] environewsnigeria.com
[2] ed.gov

Top Domains in Tweet in G6:
[159] nih.gov
[14] twitter.com
[5] themarkojenx.cn
[4] youtube.com
[1] fda.gov
[1] poynter.org
[1] jonathanturley.org
[1] washingtonpost.com
[1] newsweek.com
[1] rumble.com

Top Domains in Tweet in G7:
[9] idsociety.org
[7] nih.gov
[7] cdc.gov
[6] twitter.com
[4] washingtonpost.com
[3] news-medical.net
[2] npr.org
[2] youtube.com
[1] bit.ly
[1] rumble.com

Top Domains in Tweet in G8:
[2] twitter.com
[1] facebook.com
[1] seattletimes.com
[1] go.com
[1] b.hughes
[1] fbi.gov

Top Domains in Tweet in G9:
[2] wsj.com
[2] twitter.com
[1] pallimed.org
[1] samhsa.gov
[1] cdc.gov
[1] frontiersin.org
[1] medpagetoday.com
[1] lww.com

Top Domains in Tweet in G10:
[2] twitter.com
[1] fbi.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[298] covid19
[48] covid
[39] antibiotics
[39] wearamask
[37] covidisairborne
[27] measles
[26] usaaw22
[23] novavax
[22] longcovid
[21] rsv



Top Hashtags in Tweet in G1:
[142] covid19
[31] antibiotics
[18] parents
[15] cdiffawarenessmonth
[14] foodsafety
[13] rsv
[13] cdiff
[11] usaaw22
[11] colorectalcancer
[11] covid

Top Hashtags in Tweet in G2:
[4] nerveagents
[4] arsenic
[4] manganese
[4] barium
[3] santamonica
[3] theconcentrationcamp
[2] cesium
[1] sarin
[1] losangeles
[1] covidvaccine

Top Hashtags in Tweet in G3:
[25] covid19
[22] novavax
[18] covid
[18] covidisairborne
[7] directordebrief
[7] fauci
[7] bringbackmasks
[7] longcovid
[6] covaxin
[6] maskup

Top Hashtags in Tweet in G4:
[26] wearamask
[4] bringbackmasks
[4] covid19
[2] flu
[2] masks
[2] fluvaccine
[2] covidvaccine
[2] maskssavelives
[2] wearan95mask
[2] thecdcisbroken

Top Hashtags in Tweet in G5:
[26] measles
[6] waaw
[5] waaw2022
[4] worldantimicrobialawarenessweek
[4] pfizerliedpeopledied
[4] covid19
[4] antibiotics
[4] usaaw22
[4] beantibioticsaware
[3] covid

Top Hashtags in Tweet in G6:
[3] longcovid
[3] myalgicencephalomyelitis
[2] suddenlydied
[2] covid19
[2] mecfs
[2] pwme
[1] suddenlydieddocmentry
[1] laughingstock
[1] youarentfoolinganyone
[1] taiwan

Top Hashtags in Tweet in G7:
[80] covid19
[11] omicron
[9] usaaw22
[7] hcps
[6] monkeypox
[6] paxlovid
[6] fightflu
[6] influenza
[5] sarscov2
[5] longcovid

Top Hashtags in Tweet in G8:
[5] covid19
[4] thanksgiving
[3] thanksgiving2022
[3] thanksgivingday
[3] turkeyday
[3] vaccine
[2] covid
[2] flu
[2] rsv
[2] fauci

Top Hashtags in Tweet in G9:
[7] nopainact
[4] chronicpain
[3] cpp
[2] fentanyl
[2] opioids
[2] thegreatopioidlie
[1] livinginagony
[1] opioidssavelives
[1] suicideduetopain
[1] opioidhysteria

Top Hashtags in Tweet in G10:
[4] harborem
[3] pregnancy
[3] fasd
[2] pm
[2] pediatrics
[2] asafeharbor
[1] covid19
[1] pae
[1] alcohol
[1] pregnant

Top Words
Top Words in Tweet in Entire Graph:
[7025] cdcgov
[1086] tracybethhoeg
[1024] cdcdirector
[956] booster
[948] pfizer
[943] covid
[845] oh
[840] mask
[714] drericding
[678] people

Top Words in Tweet in G1:
[2206] cdcgov
[337] covid
[321] masks
[292] gregggonsalves
[245] people
[208] oh
[203] mask
[200] more
[193] high
[182] months

Top Words in Tweet in G2:
[1046] tracybethhoeg
[780] cdcgov
[724] booster
[505] dose
[486] pfizer
[475] study
[467] vax
[466] boys
[460] rate
[459] myo

Top Words in Tweet in G3:
[1398] cdcgov
[520] cdcdirector
[307] pfizer
[195] covid
[194] us_fda
[194] mask
[186] potus
[172] people
[133] alexander_tin
[133] kids

Top Words in Tweet in G4:
[679] cdcgov
[577] drericding
[349] mask
[332] cdcflu
[309] cdcdirector
[295] word
[292] again
[291] pediatric
[291] oh
[290] hell

Top Words in Tweet in G5:
[270] cdcgov
[61] joebiden
[60] us_fda
[43] people
[42] covid
[39] pfizer
[37] threat
[32] trust
[32] deaths
[30] imminent

Top Words in Tweet in G6:
[375] cdcgov
[285] nih
[181] exceedhergrasp1
[162] thanks
[161] doing
[50] judgeclayj
[47] whitehouse
[33] fda
[31] covid
[23] people

Top Words in Tweet in G7:
[469] cdcgov
[269] cdcmmwr
[108] covid
[80] #covid19
[78] shows
[63] 19
[61] paxlovid
[61] adults
[55] over
[54] updated

Top Words in Tweet in G8:
[32] cdcgov
[12] covid
[8] vaccine
[7] dnc
[7] never
[7] pfizer
[6] evidence
[6] prior
[6] us_fda
[6] repthomasmassie

Top Words in Tweet in G9:
[141] cdcgov
[50] nonopioidchoice
[50] healthyfla
[50] wsj
[46] pain
[42] ronwyden
[39] mikecrapo
[29] cdcinjury
[28] opioid
[22] chaddkollas

Top Words in Tweet in G10:
[36] cdcgov
[23] fbi
[10] ameracadpeds
[10] deaths
[9] one
[8] sdbaral
[8] according
[8] pills
[8] growing
[8] alarming

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[565] cdcgov,cdcdirector
[499] dose,pfizer
[471] higher,rate
[470] booster,dose
[470] canadian,study
[469] vax,myo
[467] 12,17
[467] boys,94
[467] pfizer,higher
[467] finds,3rd

Top Word Pairs in Tweet in G1:
[167] mentioning,masks
[164] political,masters
[164] oh,god
[163] masters,forbid
[163] avoided,mentioning
[163] god,cdcgov
[163] studiously,avoided
[163] masks,months
[163] cdcgov,studiously
[163] months,political

Top Word Pairs in Tweet in G2:
[478] dose,pfizer
[452] canadian,study
[451] vax,myo
[449] boys,94
[449] 17,boys
[449] myo,12
[449] booster,dose
[449] pfizer,higher
[449] 12,17
[449] higher,rate

Top Word Pairs in Tweet in G3:
[214] cdcgov,cdcdirector
[175] cdcdirector,cdcgov
[83] us_fda,pfizer
[76] mask,mask
[72] alexander_tin,cdcgov
[72] sarahlerner,cdcgov
[69] cdcgov,pfizer
[69] pfizer,biontech_group
[64] pfizer,cdcgov
[56] potus,vp

Top Word Pairs in Tweet in G4:
[302] cdcgov,cdcdirector
[300] cdcdirector,cdcflu
[288] word,mask
[287] oh,hell
[286] hell,cdcgov
[286] blacklisted,word
[286] again,avoiding
[286] beds,icus
[286] pediatric,hospital
[286] hospital,beds

Top Word Pairs in Tweet in G5:
[36] cdcgov,us_fda
[26] covid,deaths
[26] cdcgov,joebiden
[26] imminent,threat
[26] majority,covid
[26] trust,cdcgov
[24] geraldorivera,cdcgov
[24] make,majority
[23] never,trust
[23] vaccinated,people

Top Word Pairs in Tweet in G6:
[159] thanks,nih
[157] doing,cdcgov
[157] nih,doing
[156] exceedhergrasp1,thanks
[87] nih,cdcgov
[47] cdcgov,whitehouse
[46] judgeclayj,nih
[27] cdcgov,nih
[19] exceedhergrasp1,nih
[14] cdcgov,fda

Top Word Pairs in Tweet in G7:
[256] cdcgov,cdcmmwr
[73] cdcmmwr,shows
[63] covid,19
[45] mild,moderate
[44] shows,adults
[44] 19,over
[44] moderate,covid
[44] adults,prescribed
[44] over,50
[44] 50,less

Top Word Pairs in Tweet in G8:
[6] prior,infection
[6] evidence,prior
[4] original,vaccine
[4] cnnpolitics,foxnewspolitics
[4] participants,evidence
[4] cdcgov,us_fda
[4] contained,1200
[4] dnc,whitehouse
[4] pfizer,original
[4] vaccine,trial

Top Word Pairs in Tweet in G9:
[44] cdcgov,wsj
[43] nonopioidchoice,cdcgov
[43] healthyfla,cdcgov
[39] ronwyden,mikecrapo
[37] cdcgov,ronwyden
[21] cdcgapmisapp,cdcinjury
[21] chaddkollas,healthyfla
[20] wsj,cdcgapmisapp
[18] jeremyredfernfl,chaddkollas
[12] jagsgatorsfish,ghanaboypharmd

Top Word Pairs in Tweet in G10:
[8] nsvrc,missingkids
[8] overdose,deaths
[8] deaths,according
[8] pills,one
[8] drivers,growing
[8] number,overdose
[8] alarming,number
[8] one,drivers
[8] growing,alarming
[8] fake,pills

Top Replied-To
Top Replied-To in Entire Graph:
@cdcgov
@cdcdirector
@drericding
@tracybethhoeg
@gregggonsalves
@cdcflu
@alexberenson
@alexander_tin
@ratiowizard
@judgeclayj

Top Replied-To in G1:
@cdcgov
@gregggonsalves
@alexberenson
@cdcdirector
@jolentag
@vijayiyer312
@finchth
@whatmywifeyells
@epicfunnyname
@ratiowizard

Top Replied-To in G2:
@tracybethhoeg
@iambrookjackson
@houmanhemmati
@cdcgov
@dave_konopka
@elonmusk
@erica_etelson
@johnmolka
@rdmorris
@drbis0n

Top Replied-To in G3:
@cdcgov
@cdcdirector
@alexander_tin
@_timswain_
@drkate4kids
@ashishkjha46
@hhsgov
@potus
@drdadsays
@sarit_yael

Top Replied-To in G4:
@drericding
@cdcgov
@cdcflu
@floridabutterf1
@skepticaltamara
@coffeejulz
@bmamabel
@larryolart
@lesletoile
@wilcox_clinton

Top Replied-To in G5:
@opsoms
@cdcgov
@michele_tafoya
@bmj_latest
@amc_apee
@alexberenson
@rewirehp
@sdcazares1980
@darin917
@bazamugangahi

Top Replied-To in G6:
@judgeclayj
@exceedhergrasp1
@viscoofficial15
@cdcgov
@sikomodepepe
@andy_eaves_
@meactnet
@nih
@volsmarc
@shadowfan52

Top Replied-To in G7:
@cdcgov
@ratiowizard
@littlerayofsu13
@killer_sharpei
@therese71520
@eyedhexe
@meggo424
@olgastr92462365
@amymitchellart
@ymtinypetite

Top Replied-To in G8:
@hrkbenowen
@timrunshismouth
@repthomasmassie
@gpduf
@ltgrusselhonore
@ssbm_sneaky
@cdcflu
@10downingstreet
@ap
@rasmussen_poll

Top Replied-To in G9:
@nonopioidchoice
@jeremyredfernfl
@jagsgatorsfish
@healthyfla
@cdcgov
@stefankertesz
@nofish_nonuts
@cmerandi
@gone_mae86
@townhallcom

Top Replied-To in G10:
@fbi
@stopmaskingkids
@ablizzz
@peace1
@bossip
@covidcanada1
@cdcgov

Top Mentioned
Top Mentioned in Entire Graph:
@cdcgov
@tracybethhoeg
@cdcdirector
@drericding
@cdcflu
@nih
@us_fda
@cdcmmwr
@gregggonsalves
@pfizer

Top Mentioned in G1:
@cdcgov
@gregggonsalves
@jolentag
@finchth
@cdcdirector
@chantz_y
@epochtimes
@cdcflu
@drericding
@andyaschmidt

Top Mentioned in G2:
@tracybethhoeg
@cdcgov
@elonmusk
@iambrookjackson
@us_fda
@krugalli
@kimdotcom
@samharrisorg
@houmanhemmati
@lapublichealth

Top Mentioned in G3:
@cdcgov
@cdcdirector
@pfizer
@us_fda
@potus
@alexander_tin
@whitehouse
@ptf_org
@biontech_group
@sarahlerner

Top Mentioned in G4:
@cdcgov
@drericding
@cdcflu
@cdcdirector
@1goodtern
@roguevictorian
@siobhan__writes
@ravencallin
@lauramiers
@empathy1st1

Top Mentioned in G5:
@cdcgov
@who
@joebiden
@us_fda
@pfizer
@un
@amc_apee
@unitednationss_
@geraldorivera
@cnn

Top Mentioned in G6:
@cdcgov
@nih
@exceedhergrasp1
@whitehouse
@fda
@judgeclayj
@potus
@doctor_eric_b
@mortesuitevita
@frozenstrawber2

Top Mentioned in G7:
@cdcgov
@cdcmmwr
@realtimecovid19
@idsainfo
@cdcflu
@magamann82
@bak2stratcomms
@sidpharm
@cdcdirector
@sky_dvr

Top Mentioned in G8:
@cdcgov
@dnc
@msnbc
@us_fda
@donaldjtrumpjr
@potus
@gop
@repthomasmassie
@cnnpolitics
@foxnewspolitics

Top Mentioned in G9:
@cdcgov
@wsj
@healthyfla
@ronwyden
@mikecrapo
@cdcinjury
@nonopioidchoice
@chaddkollas
@cdcgapmisapp
@ghanaboypharmd

Top Mentioned in G10:
@cdcgov
@fbi
@ameracadpeds
@c
@sdbaral
@jwjw1984
@nsvrc
@missingkids
@ablizzz
@md_wallach

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@missb62
@filafresh
@americanair
@jurylady5
@yarosisnancy
@delta
@lizditz
@thehill
@jjj5819

Top Tweeters in G1:
@jurylady5
@thehill
@jjj5819
@guardian
@dcexaminer
@shayz0rz
@anneliemoser
@zardoz420wpn
@behappyandcivil
@notrealdemocrat

Top Tweeters in G2:
@threadreaderapp
@docwashburn
@metz_chance
@irritatedwoman
@lbastura
@neoavatara
@annika1021
@supershocked10
@elaine_perry
@bigdintheboro

Top Tweeters in G3:
@filafresh
@yarosisnancy
@delta
@lizditz
@adekleine
@eilonwy24
@tyberzannxxxx
@mrtachilles
@paulsorrentino3
@terryg1979

Top Tweeters in G4:
@morgfair
@trumpwatchnews
@mjohnso27
@bbddpp
@colleenmmck618
@wstrohmacher
@lorac328
@mr_sandtoes
@1freshtake
@gailcoastie

Top Tweeters in G5:
@missb62
@reuters
@avonan
@tates5a
@nascarnac
@lauriespoon
@francvs
@washingtonpost
@dailycaller
@msep0003

Top Tweeters in G6:
@americanair
@estarianne
@doodlestrks
@inforenique
@cnn
@susankheflin
@democat46
@activisthat_
@lovemovesyou
@web_rant

Top Tweeters in G7:
@btsarmy_legit
@hlthiskrieger
@yuririv02558750
@knammari1
@saludhealthinfo
@alisyngayle
@destroy_alec
@elizabethmulhe3
@ivonnesosasanm1
@laurajmg

Top Tweeters in G8:
@abc
@ap
@hrkbenowen
@msnbc
@fox13news
@xxl
@fox61news
@wfla
@digiphile
@wfsbnews

Top Tweeters in G9:
@wsj
@deeenst
@latimerbrett
@lelenapeacock
@townhallcom
@l_u_n_a13
@equalitycouple
@leobeletsky
@nofish_nonuts
@forensicmhsa

Top Tweeters in G10:
@richfm39517086
@peace1
@tmz
@bet
@jamaicaobserver
@bossip
@jamaicagleaner
@thisisinsider
@google
@squirlkit