@CDCgov OR @CDC_eHealth OR @CDCemergency, Twitter, 4/3/2021 1:32:31 AM, 251841
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@CDCgov OR @CDC_eHealth OR @CDCemergency_2021-04-02_13-28-24.xlsx
@CDCgov OR @CDC_eHealth OR @CDCemergency_2021-04-02_13-28-24.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
April 03, 2021
Short Description:
@CDCgov OR @CDC_eHealth OR @CDCemergency via NodeXL https://bit.ly/2PtXeH7
@cdcgov
@cdcemergency
@ossoff
@jama_current
@educationweek
@izabellula
@cdcdirector
@immuneresponseb
@thedarkgift_
@universalmaski2

Top hashtags:
#covid19
#vaxfact
#dyk
#wearamask

Description:
Description
The graph represents a network of 7,704 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, 02 April 2021 at 20:35 UTC.

The requested start date was Friday, 02 April 2021 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, 17-hour, 49-minute period from Tuesday, 30 March 2021 at 06:11 UTC to Friday, 02 April 2021 at 00:00 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 : 7704
Unique Edges : 11120
Edges With Duplicates : 27809
Total Edges : 38929
Number of Edge Types : 5
Retweet : 4154
MentionsInRetweet : 8954
Replies to : 2837
Mentions : 22908
Tweet : 76
Self-Loops : 168
Reciprocated Vertex Pair Ratio : 0.0300846488217799
Reciprocated Edge Ratio : 0.058411993337035
Connected Components : 4
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 7701
Maximum Edges in a Connected Component : 38926
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.731839
Graph Density : 0.000303485216815501
Modularity : 0.331287
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 7,704 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, 02 April 2021 at 20:35 UTC.

The requested start date was Friday, 02 April 2021 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, 17-hour, 49-minute period from Tuesday, 30 March 2021 at 06:11 UTC to Friday, 02 April 2021 at 00:00 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:
[16] https://www.cdc.gov/mmwr/volumes/70/wr/mm7013e3.htm
[16] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/fully-vaccinated.html
[12] https://twitter.com/therecount/status/1376950399232573442
[10] https://ckelly17.github.io/vaccine_dashboard.html
[9] https://www.cdc.gov/mmwr/volumes/70/wr/mm7014e1.htm?s_cid=mm7014e1_w
[9] https://www.cdc.gov/media/releases/2021/p0329-COVID-19-Vaccines.html
[8] https://www.cnbc.com/2021/03/29/cdc-will-extend-national-ban-on-evictions-ban-through-end-of-june-.html
[8] https://www.cdc.gov/mmwr/volumes/70/wr/mm7013e3.htm?s_cid=mm7013e3_w
[6] https://www.cdc.gov/coronavirus/2019-ncov/transmission/variant-cases.html
[5] https://finance.yahoo.com/news/german-experts-under-60s-not-194025698.html

Top URLs in Tweet in G1:
[13] https://www.cdc.gov/mmwr/volumes/70/wr/mm7013e3.htm
[10] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/fully-vaccinated.html
[10] https://ckelly17.github.io/vaccine_dashboard.html
[8] https://twitter.com/therecount/status/1376950399232573442
[5] https://www.cdc.gov/mmwr/volumes/70/wr/mm7014e1.htm?s_cid=mm7014e1_w
[5] https://www.cdc.gov/mmwr/volumes/70/wr/mm7013e3.htm?s_cid=mm7013e3_w
[5] https://www.cdc.gov/coronavirus/2019-ncov/transmission/variant-cases.html
[5] https://www.cnbc.com/2021/03/29/cdc-will-extend-national-ban-on-evictions-ban-through-end-of-june-.html
[5] http://smartdissent.com/article/trump-officials-interfering-cdcs-vital-covid-19-reports
[4] https://www.cdc.gov/coronavirus/2019-ncov/daily-life-coping/contact-tracing.html

Top URLs in Tweet in G2:
[2] https://www.wyff4.com/article/new-covid-19-cases-deaths-released-as-number-of-vaccinations-tops-2-million-dhec-says/36005525
[2] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/vsafepregnancyregistry.html
[2] https://www.cnbc.com/amp/2021/03/18/biden-eyes-mid-may-to-begin-relaxing-covid-travel-restrictions-sources-say-.html?__twitter_impression=true
[2] https://twitter.com/lunamaex/status/1287051604227760130
[2] https://redstate.com/scotthounsell/2021/04/01/new-data-from-the-cdc-makes-mask-mandates-for-the-vaccinated-look-absolutely-foolish-n354180
[2] https://twitter.com/cdcinjury/status/1376583724087791625
[2] https://www.statnews.com/2021/03/29/real-world-study-by-cdc-shows-pfizer-and-moderna-vaccines-were-90-effective/
[1] https://twitter.com/bobby_network/status/1377306425660162050
[1] https://www.nih.gov/news-events/news-releases/cdc-nih-bring-covid-19-self-testing-residents-two-locales
[1] https://twitter.com/covidpittcounty/status/1377693901000220673

Top URLs in Tweet in G3:
[1] https://twitter.com/EvidenceLimited/status/1377692465004740615
[1] https://twitter.com/roibeard1973/status/1376924162770493446
[1] https://twitter.com/IanHarper58/status/1374845650215522307
[1] https://us18.campaign-archive.com/?u=74c4caeab23ab5c61c17e22a7&id=d065ee7529
[1] https://www.dailymail.co.uk/sciencetech/article-9426499/Scientists-evidence-toxic-chemicals-face-masks.html
[1] https://www.theblaze.com/news/covid-19-intensive-care-units-start-closing-down-as-patient-numbers-drop
[1] https://abcnews4.com/news/nation-world/turned-away-no-mask-exceptions-made-at-aquarium-for-4-year-old-with-down-syndrome-cincinnati
[1] https://eos.org/articles/aerosol-scientists-try-to-clear-the-air-about-covid-19-transmission
[1] https://drive.google.com/drive/u/0/folders/16gIPk7UXTu6onIXggM96D5iql07U0wMY
[1] https://twitter.com/simtaciturn/status/1377720376587866113

Top URLs in Tweet in G4:
[3] https://drive.google.com/drive/u/0/folders/16gIPk7UXTu6onIXggM96D5iql07U0wMY
[3] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/how-covid-spreads.html
[3] https://www.cdc.gov/mmwr/volumes/70/wr/mm7013e3.htm?s_cid=mm7013e3_w
[2] https://twitter.com/brosseau_lisa/status/1375096121056460802
[2] https://twitter.com/damiantheaussie/status/1374173421496508423
[2] https://www.abc.net.au/news/2021-03-31/coughing-deep-breathing-aerosol-spread-covid-study/100039258
[2] https://www.cnn.com/videos/health/2021/03/29/cdc-walensky-warning-30-million-cases-vpx.white-house/video/playlists/coronavirus/
[1] https://twitter.com/EricTopol/status/1376535017287938055
[1] https://twitter.com/therecount/status/1376950399232573442
[1] https://academic.oup.com/aje/article-abstract/20/3/611/280025

Top URLs in Tweet in G5:
[2] https://twitter.com/CTZebra/status/1373401465482477568
[1] https://twitter.com/AmberSchmidtke/status/1377248906543828993
[1] https://docs.google.com/viewerng/viewer?url=https://healthdata.gov/api/views/ht94-9tjc/files/dafef373-a0be-4390-a627-e32f7513ac0b
[1] https://www.edweek.org/leadership/you-cant-follow-cdc-guidelines-what-schools-really-look-like-during-covid-19/2021/03?utm_source=tw&utm_medium=soc&utm_campaign=edit
[1] https://twitter.com/mayordaniella/status/1377762546598432768
[1] https://www.salon.com/2020/04/08/yale-psychiatrist-bandy-lee-trumps-deadly-briefings-display-anti-human-psychology/
[1] https://cnn.it/2QTKzhb
[1] https://www.rawstory.com/ron-desantis-vaccinations-2651129730/
[1] https://www.politicususa.com/2021/03/04/watch-jen-psaki-shuts-down-reporter-who-wanted-her-to-credit-trump-for-vaccines.html
[1] https://thehill.com/changing-america/well-being/prevention-cures/544575-pfizer-is-now-testing-a-covid-19-pill

Top URLs in Tweet in G6:
[3] https://www.news-medical.net/news/20210330/Impact-of-COVID-19-on-mental-health-in-the-US-CDC-report.aspx
[2] https://www.news-medical.net/news/20210401/COVID-19-vaccine-acceptance-in-pregnancy.aspx
[2] https://twitter.com/drlimengyan1/status/1377248049093828611?s=21
[2] https://twitter.com/ting18149056/status/1376703412063121411
[2] https://twitter.com/ting18149056/status/1365650992637837312
[1] https://jamanetwork.com/journals/jama/fullarticle/10.1001/jama.2021.5455?guestAccessKey=391068ae-5cd0-412f-acf2-ddc1ce226483&utm_source=twitter&utm_medium=social_jama&utm_term=4688033213&utm_campaign=article_alert&linkId=115111142
[1] https://jamanetwork.com/journals/jama/fullarticle/10.1001/jama.2021.1169?guestAccessKey=f1cc0c37-88b4-4c9d-972c-fac66e28f87f&utm_source=twitter&utm_medium=social_jama&utm_term=4646881809&utm_campaign=article_alert&linkId=114161482
[1] https://go.usa.gov/xsecq
[1] https://www.theepochtimes.com/cdc-director-new-data-indicates-vaccinated-people-do-not-carry-ccp-virus_3755420.html?utm_medium=social&utm_source=twitter&utm_campaign=digitalsub
[1] https://twitter.com/gianfra83036128/status/1376994739841536004

Top URLs in Tweet in G7:
[5] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/fully-vaccinated.html
[3] https://www.sistemaneiji.com/
[2] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/faq.html#doses
[1] https://twitter.com/tarlouze/status/1377706479709470725
[1] https://twitter.com/Rioparina/status/1377004189520388097
[1] https://twitter.com/dw_environment/status/1376912099360665603
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/faq.html#mask
[1] https://blogs.cdc.gov/publichealthmatters/2020/03/dialysis/?platform=hootsuite
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/index.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/fully-vaccinated-guidance.html

Top URLs in Tweet in G8:
[2] https://www.theatlantic.com/science/archive/2021/03/vaccine-breakthrough-cases/618330/
[2] https://www.livescience.com/amp/covid-19-vaccine-efficacy-explained.html
[1] https://www.nytimes.com/2021/04/01/health/coronavirus-vaccine-walensky.html
[1] https://twitter.com/DrEricDing/status/1377029757578149892
[1] https://twitter.com/therecount/status/1376950686835994637
[1] https://twitter.com/DrEricDing/status/1377349942163898373
[1] https://www.reddit.com/r/bioinformatics/comments/mgsan6/how_to_fix_the_cdc/gsxhzqq/
[1] https://www.clickorlando.com/news/local/2021/03/29/dozens-in-central-florida-contract-covid-19-after-being-fully-vaccinated/
[1] https://www.cdc.gov/coronavirus/2019-ncov/your-health/effective-masks.html
[1] https://twitter.com/therecount/status/1376950399232573442

Top URLs in Tweet in G9:
[2] https://georgia.gov/covid-vaccine
[1] https://peoplesaction.org/2021/03/peoples-action-statement-on-cdc-moratorium-extension/

Top URLs in Tweet in G10:
[2] https://twitter.com/MikeMcAulay3/status/1377112192667975681?s=20
[1] http://www.agencymeddirectors.wa.gov/Files/2015AMDGOpioidGuideline.pdf
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5659223/pdf/jpr-10-2489.pdf
[1] https://twitter.com/Chronic_FLKeys/status/1368580253715755011
[1] https://twitter.com/cdcinjury/status/1376583724087791625?s=21
[1] https://www.cbc.ca/news/health/ratemds-privacy-reputation-management-1.4880831
[1] https://twitter.com/CDCInjury/status/1376583724087791625
[1] https://easttennessean.com/2018/11/01/do-politicians-get-paid-too-much-by-american-taxpayers/
[1] https://twitter.com/mikemcaulay3/status/1377112192667975681
[1] https://www.cdc.gov/injury/bsc/opioid-workgroup-2019.html

Top Domains
Top Domains in Tweet in Entire Graph:
[305] twitter.com
[303] cdc.gov
[26] youtube.com
[16] nytimes.com
[13] bit.ly
[12] cnn.com
[12] cnbc.com
[11] github.io
[9] google.com
[9] smartdissent.com

Top Domains in Tweet in G1:
[214] cdc.gov
[102] twitter.com
[17] youtube.com
[11] github.io
[9] bit.ly
[9] smartdissent.com
[7] nytimes.com
[6] cnbc.com
[5] cnn.com
[5] viewfromthewing.com

Top Domains in Tweet in G2:
[80] twitter.com
[10] cdc.gov
[5] nytimes.com
[3] youtube.com
[3] redstate.com
[2] wyff4.com
[2] medium.com
[2] instagram.com
[2] cnn.com
[2] co.uk

Top Domains in Tweet in G3:
[13] twitter.com
[2] google.com
[2] cnn.com
[2] nih.gov
[1] campaign-archive.com
[1] co.uk
[1] theblaze.com
[1] abcnews4.com
[1] eos.org
[1] theguardian.com

Top Domains in Tweet in G4:
[31] twitter.com
[10] cdc.gov
[4] google.com
[2] net.au
[2] cnn.com
[1] oup.com
[1] trib.al
[1] house.gov
[1] si.edu
[1] theguardian.com

Top Domains in Tweet in G5:
[7] twitter.com
[2] rawstory.com
[1] google.com
[1] edweek.org
[1] salon.com
[1] cnn.it
[1] politicususa.com
[1] thehill.com
[1] news4jax.com
[1] apnews.com

Top Domains in Tweet in G6:
[8] twitter.com
[6] news-medical.net
[2] jamanetwork.com
[2] cdc.gov
[2] blogspot.com
[1] usa.gov
[1] theepochtimes.com
[1] gov.uk
[1] ucla.edu
[1] zenodo.org

Top Domains in Tweet in G7:
[12] cdc.gov
[9] twitter.com
[3] sistemaneiji.com
[1] nytimes.com
[1] blogspot.com

Top Domains in Tweet in G8:
[4] twitter.com
[2] theatlantic.com
[2] cdc.gov
[2] livescience.com
[1] nytimes.com
[1] reddit.com
[1] clickorlando.com
[1] wikipedia.org

Top Domains in Tweet in G9:
[2] georgia.gov
[1] peoplesaction.org

Top Domains in Tweet in G10:
[7] twitter.com
[2] cdc.gov
[1] wa.gov
[1] nih.gov
[1] cbc.ca
[1] easttennessean.com
[1] discoursemagazine.com
[1] npr.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1601] covid19
[143] vaxfact
[134] dyk
[111] wearamask
[88] loveisnottourism
[48] easter
[48] familyisnottourism
[46] covid
[41] familiesbelongtogether
[38] vaccination



Top Hashtags in Tweet in G1:
[1012] covid19
[121] vaxfact
[101] dyk
[99] wearamask
[35] easter
[23] covid
[22] gunreform
[22] gunviolence
[18] covidvaccine
[16] prediabetes

Top Hashtags in Tweet in G2:
[112] covid19
[86] loveisnottourism
[48] familyisnottourism
[41] familiesbelongtogether
[36] letusreunite
[31] vaccination
[22] liftthetravelban
[21] familyisessential
[13] loveisessential
[13] whereistheplan

Top Hashtags in Tweet in G3:
[11] covid19
[10] impendingdoom
[10] suicide
[8] who
[5] cdc
[4] infodemic
[3] vaccine
[3] cdcghsaproject
[2] covid_19
[2] covid

Top Hashtags in Tweet in G4:
[13] covid19
[12] covidisairborne
[7] longcovid
[4] vaxfact
[3] breaking
[3] mrna
[3] vaccines
[3] sarscov2
[3] herdimmunity
[2] getusppe

Top Hashtags in Tweet in G5:
[9] covid19
[2] inept
[2] integrity
[2] victims
[2] infections
[2] deathsantis
[1] 530kdead
[1] death
[1] genocide
[1] culling

Top Hashtags in Tweet in G6:
[172] covid19
[15] vaccines
[10] dyk
[10] easter
[7] vaxfact
[6] sarscov2
[6] coronavirus
[5] unrestrictedbioweapon
[5] pandemic
[5] covid

Top Hashtags in Tweet in G7:
[159] covid19
[8] virginia
[6] vaxfact
[5] nationalkidneymonth
[3] stopbolsonaro
[3] sistemaneiji
[2] fakepandemic
[2] brazil
[1] gameover
[1] greatreset

Top Hashtags in Tweet in G8:
[3] covid19
[2] covidisntoveryet
[1] fauci

Top Hashtags in Tweet in G9:
[14] covid19
[1] vaxfact
[1] dyk
[1] govdouche
[1] covid45
[1] cancelstudentdebt
[1] wearadamnmask
[1] trumpcountry
[1] pennsylvania
[1] ohio

Top Hashtags in Tweet in G10:
[5] chronicpain
[3] cpp
[3] savingustodeath
[1] hipocritesaresounethical
[1] empathy
[1] painspeaking
[1] patientsinpain
[1] stigma
[1] sud
[1] overdose

Top Words
Top Words in Tweet in Entire Graph:
[7035] cdcgov
[1601] #covid19
[1345] covid
[1124] people
[860] vaccinated
[853] 19
[728] cdc
[647] more
[641] vaccine
[619] cases

Top Words in Tweet in G1:
[3280] cdcgov
[1012] #covid19
[707] people
[707] covid
[512] vaccinated
[450] cases
[446] cdc
[437] 19
[345] vaccines
[319] more

Top Words in Tweet in G2:
[751] cdcgov
[311] potus
[264] cdcdirector
[140] vp
[138] hhsgov
[131] drericding
[112] #covid19
[111] us_fda
[107] covid
[100] nihdirector

Top Words in Tweet in G3:
[285] cdcgov
[85] health
[74] drkristenw
[70] big
[70] over
[68] gatesfoundation
[67] 100
[67] gates
[67] made
[66] fuss

Top Words in Tweet in G4:
[407] cdcgov
[133] rwalensky
[118] erictopol
[96] collignonpeter
[79] vaccine
[78] transmission
[75] naturemedicine
[75] njbbari3
[64] danaparish
[63] study

Top Words in Tweet in G5:
[307] cdcgov
[236] georebekah
[181] florida
[128] whcovidresponse
[117] states
[89] one
[88] best
[87] doing
[87] great
[86] rates

Top Words in Tweet in G6:
[433] cdcgov
[172] #covid19
[155] cdcmmwr
[83] covid
[77] vaccines
[72] 19
[65] people
[59] more
[55] health
[52] 100

Top Words in Tweet in G7:
[159] #covid19
[145] cdcemergency
[130] fully
[111] vaccinated
[78] shot
[71] against
[69] exposed
[68] weeks
[66] last
[66] series

Top Words in Tweet in G8:
[197] cdcgov
[164] cdcdirector
[98] therecount
[89] people
[87] ryanstruyk
[78] dufusshinkle
[75] apoorva_nyc
[49] dr
[49] walensky
[48] made

Top Words in Tweet in G9:
[130] ossoff
[123] covid
[123] 19
[121] risk
[121] wave
[121] states
[121] pandemic
[120] fourth
[120] united
[120] remains

Top Words in Tweet in G10:
[269] cdcgov
[245] thedarkgift_
[242] opioidhysteria
[234] eullrich11
[233] hope411adcock
[233] bluelilly40
[231] spicypurritos
[230] fightpaindaily
[229] aander1987
[229] nashkitty66

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[744] covid,19
[369] fully,vaccinated
[308] cdcgov,march
[288] vaccinated,people
[286] cdcgov,data
[269] cdcgov,cdcdirector
[269] johnrobertsfox,cdcgov
[256] #covid19,vaccines
[238] day,average
[234] maryann19711,vlynx5

Top Word Pairs in Tweet in G1:
[350] covid,19
[265] johnrobertsfox,cdcgov
[259] cdcgov,march
[237] vaccinated,people
[218] cdcgov,data
[211] spread,covid
[203] day,average
[201] people,carry
[194] suggests,vaccinated
[193] data,suggests

Top Word Pairs in Tweet in G2:
[91] cdcgov,cdcdirector
[72] cdcgov,potus
[71] cdcdirector,cdcgov
[71] potus,vp
[70] nihdirector,cdcgov
[68] ezraklein,us_fda
[55] drericding,ezraklein
[52] michaelmina_lab,drericding
[52] please,please
[48] #loveisnottourism,#familyisnottourism

Top Word Pairs in Tweet in G3:
[70] drkristenw,cdcgov
[66] made,big
[66] big,fuss
[66] fuss,over
[65] global,health
[64] 31,100
[64] 100,gates
[64] gates,top
[63] top,donor
[63] donor,cdcgov

Top Word Pairs in Tweet in G4:
[86] collignonpeter,cdcgov
[59] vaccine,block
[59] block,transmission
[59] transmission,rwalensky
[59] rwalensky,commenting
[59] commenting,cdcgov
[59] cdcgov,study
[59] study,naturemedicine
[58] erictopol,vaccine
[58] naturemedicine,repor

Top Word Pairs in Tweet in G5:
[128] cdcgov,whcovidresponse
[82] guys,florida
[82] florida,doing
[82] doing,great
[82] great,latest
[82] latest,cdcgov
[82] whcovidresponse,reports
[82] reports,show
[82] show,high
[82] high,levels

Top Word Pairs in Tweet in G6:
[138] cdcgov,cdcmmwr
[69] covid,19
[49] #covid19,vaccines
[44] cdcmmwr,finds
[42] vaccines,highly
[42] highly,effective
[42] effective,preventing
[42] health,care
[42] essential,workers
[41] increases,daily

Top Word Pairs in Tweet in G7:
[104] fully,vaccinated
[69] vaccinated,against
[68] against,#covid19
[66] #covid19,weeks
[66] weeks,last
[66] last,shot
[66] shot,series
[66] series,exposed
[62] cdcemergency,fully
[32] vaccinated,#covid19

Top Word Pairs in Tweet in G8:
[116] cdcgov,cdcdirector
[86] therecount,ryanstruyk
[77] dufusshinkle,therecount
[75] apoorva_nyc,cdcgov
[66] ryanstruyk,cdcgov
[47] cdcgov,walked
[47] walked,back
[47] back,controversial
[47] controversial,comments
[47] comments,made

Top Word Pairs in Tweet in G9:
[123] covid,19
[120] risk,fourth
[120] fourth,wave
[120] wave,covid
[120] 19,united
[120] united,states
[120] states,pandemic
[120] pandemic,remains
[120] remains,crisis
[119] ossoff,risk

Top Word Pairs in Tweet in G10:
[226] maryann19711,vlynx5
[226] vlynx5,sweetdeals16
[226] royalacresrod,soofriends
[226] soofriends,debm01279692
[226] fightpaindaily,kazeself
[226] kazeself,justwinks
[226] justwinks,joshbloomacsh
[226] joshbloomacsh,repkatieporter
[226] repkatieporter,npr
[226] npr,nprhealth

Top Replied-To
Top Replied-To in Entire Graph:
@cdcgov
@colecubelic
@headdock
@georebekah
@johnrobertsfox
@ddiamond
@wontgiveup302
@collignonpeter
@drericding
@hhs_ash

Top Replied-To in G1:
@cdcgov
@colecubelic
@johnrobertsfox
@ddiamond
@zachary11_
@kenjeong
@revolatorthe
@snusketeer
@helenbranswell
@jamesvanfleet

Top Replied-To in G2:
@cdcgov
@drericding
@michaelmina_lab
@facebook
@potus
@brent_kellogg
@fibci2
@whitehouse
@johnjoe2020
@cdcdirector

Top Replied-To in G3:
@drkristenw
@misselisabeths
@who
@loveli_rai
@bobby_network
@brianuft
@cdcgov
@alexwknda84
@sue_beachcover
@cherese88419639

Top Replied-To in G4:
@collignonpeter
@jljcolorado
@nycovid
@erictopol
@archoprobato
@njbbari3
@perdidostschool
@inspiredaquaca
@lovemoz1
@universalmaski2

Top Replied-To in G5:
@georebekah
@govrondesantis
@mayordaniella
@lbellamicucci
@kevin3timez
@johnwbailly
@janissaxon2
@mtfeltro_miami
@lesliea29
@whitehouse

Top Replied-To in G6:
@cdcgov
@hhs_ash
@kathymi71147962
@bfryowa
@epochtimes
@geauxcave
@cdcmmwr
@gregnybraves10
@dav5
@cebower

Top Replied-To in G7:
@cdcemergency
@abc
@cdcgov
@michaelpsenger
@bbcnews
@cdcinteligencia
@sanityland
@michaelcburgess
@thehill
@cdc_ehealth

Top Replied-To in G8:
@dufusshinkle
@apoorva_nyc
@jmaynardcaines
@blueskyrippers
@therecount
@patriotssilent
@genjibear
@cdcgov
@trekkerteach12
@epeggyh

Top Replied-To in G9:
@ossoff
@luciworthingto2
@bankinggop

Top Replied-To in G10:
@headdock
@wontgiveup302
@chronic_flkeys
@hr4peopleinpain
@hope411adcock
@thedarkgift_
@opioidhysteria
@nableism
@bela_rocks
@bluelilly40

Top Mentioned
Top Mentioned in Entire Graph:
@cdcgov
@cdcdirector
@potus
@who
@thedarkgift_
@npr
@repkatieporter
@eullrich11
@lockedoutofvenu
@fightpaindaily

Top Mentioned in G1:
@cdcgov
@johnrobertsfox
@helenbranswell
@hhsgov
@cohokelly
@eventandtalent
@snusketeer
@nathanpsmad
@colecubelic
@ddiamond

Top Mentioned in G2:
@cdcgov
@potus
@cdcdirector
@vp
@hhsgov
@us_fda
@drericding
@nihdirector
@flotus
@whcovidresponse

Top Mentioned in G3:
@cdcgov
@who
@gatesfoundation
@drkristenw
@bobby_network
@potus
@misselisabeths
@nih
@unicef
@sahpra1

Top Mentioned in G4:
@cdcgov
@rwalensky
@erictopol
@naturemedicine
@collignonpeter
@njbbari3
@danaparish
@akm5376
@sherridouville
@poppendieck

Top Mentioned in G5:
@cdcgov
@georebekah
@whcovidresponse
@educationweek
@bombshelldaily
@govrondesantis
@mayordaniella
@removeron
@nih
@hhs

Top Mentioned in G6:
@cdcgov
@cdcmmwr
@jama_current
@safeway
@epochtimes
@cfpb
@alexberenson
@cdcdirector
@abraarkaran

Top Mentioned in G7:
@cdcemergency
@cdcgov
@vdem
@aclu
@actualidadrt
@abcnews
@afpbbcom
@afpespanol
@afpfactual
@ajc

Top Mentioned in G8:
@cdcgov
@cdcdirector
@therecount
@ryanstruyk
@apoorva_nyc
@dufusshinkle
@trekkerteach12
@10queues
@davidshuster
@thissteveguy

Top Mentioned in G9:
@ossoff
@cdcgov
@taraghuveer
@cdcemergency
@jama_current
@georebekah
@kay_harbinger
@evesully50
@dougducey
@darthmucky

Top Mentioned in G10:
@cdcgov
@thedarkgift_
@eullrich11
@fightpaindaily
@opioidhysteria
@nashkitty66
@lockedoutofvenu
@npr
@aander1987
@onnaroll66

Top Tweeters
Top Tweeters in Entire Graph:
@americanair
@jurylady5
@cybersec_feeds
@federicoalves
@solutioneer72
@littlebytesnews
@femtech_
@delta
@inabster
@independent

Top Tweeters in G1:
@federicoalves
@solutioneer72
@littlebytesnews
@k1a1zzz
@homegypsy
@wildwillow65
@ungubunugu1274
@katcapps
@teram323tere
@amyayers16

Top Tweeters in G2:
@rosenchild
@lizditz
@reuters
@business
@samhainnight
@viralvideovlogs
@theoddgirl18
@flugennock
@kimpy123
@upuouo

Top Tweeters in G3:
@inabster
@menabster
@88lamaga
@mmjblair
@heidiec5
@cnnphilippines
@nypost
@rvogt1_cba
@mailonline
@sunjayjk

Top Tweeters in G4:
@jurylady5
@ketaminh
@corruptnsw
@tanis42
@celestebyrne3
@meatballmom2
@mwt2008
@leftboomer
@laporres
@eilonwy24

Top Tweeters in G5:
@dancas2
@79topper
@phendricks71
@lorettabower3
@squirrel1110
@janesepmeier
@cynicalvision50
@nayasala
@robirdie23
@wandainparis

Top Tweeters in G6:
@lizardogramcko
@rebellegrrl
@laurahennesse11
@bangtanourstars
@forgerat
@openmarketingtv
@panamarhradio
@missy1275
@jonstjohn1
@epochtimes

Top Tweeters in G7:
@delta
@independent
@thereal_rebel
@evankirstel
@thehill
@indiatoday
@tarlouze
@actualidadrt
@manchuriandevil
@adekleine

Top Tweeters in G8:
@argojournal
@coronaupdatebot
@cabird6
@ricardoharvin
@naphisoc
@schenhayes
@harlemmc
@number9r
@littlebirdsteph
@deduped_nytimes

Top Tweeters in G9:
@kenkircher1
@sophialamar1
@rodneyclaeys
@royaleight
@briasoboojie
@kdl0888
@thedailybeast
@removegopnow
@bizneznuna
@janeway12004

Top Tweeters in G10:
@vampwritergrrl
@npr
@deeenst
@donald_j_putin
@spicypurritos
@lelenapeacock
@rainerickson
@katmurti
@rosesdaughter61
@kqedscience


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