@CDCgov OR @CDC_eHealth OR @CDCemergency, Twitter, 4/26/2019 4:31:46 AM, 194916


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@CDCgov OR @CDC_eHealth OR @CDCemergency_2019-04-25_20-50-09.xlsx
@CDCgov OR @CDC_eHealth OR @CDCemergency_2019-04-25_20-50-09.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 26, 2019
Short Description:
@CDCgov OR @CDC_eHealth OR @CDCemergency via NodeXL http://bit.ly/2L4gaZS
@cdcgov
@cdcemergency
@helenbranswell
@elmaaksalic
@cdc_ehealth
@wellbeingafrica
@danlairdmd
@drmamakai
@getmygist
@hhsgov

Top hashtags:
#measles
#meningitis
#worldmeningitisday
#flu

Description:
Description
The graph represents a network of 4,826 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, 26 April 2019 at 03:51 UTC.

The requested start date was Friday, 26 April 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 4-day, 12-hour, 4-minute period from Saturday, 20 April 2019 at 18:03 UTC to Thursday, 25 April 2019 at 06:08 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 : 4826
Unique Edges : 9178
Edges With Duplicates : 14214
Total Edges : 23392
Number of Edge Types : 3
Replies to : 1278
Mentions : 22028
Tweet : 86
Self-Loops : 86
Reciprocated Vertex Pair Ratio : 0.0355513471636395
Reciprocated Edge Ratio : 0.0686616791354946
Connected Components : 22
Single-Vertex Connected Components : 19
Maximum Vertices in a Connected Component : 4799
Maximum Edges in a Connected Component : 23361
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.891433
Graph Density : 0.000516631630481696
Modularity : 0.379609
NodeXL Version : 1.0.1.411

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[127] https://www.cdc.gov/meningitis/
[17] https://www.cdc.gov/measles/cases-outbreaks.html
[17] https://abcnews.go.com/Health/measles-cases-break-yearly-record-months/story?id=62552978
[16] https://blogs.cdc.gov/publichealthmatters/2017/03/5-spring-safety-tips/?platform=hootsuite
[15] https://twitter.com/AAPNews/status/1119300903977328641
[13] https://www.sciencemag.org/news/2017/04/here-s-visual-proof-why-vaccines-do-more-good-harm
[7] https://www.cdc.gov/flu/pandemic-resources/2009-h1n1-pandemic.html
[7] https://www.cdc.gov/vaccinesafety/hcproviders/
[7] https://www.cdc.gov/vitalsigns/vector-borne/infographic.html
[6] https://www.cdc.gov/salmonella/Carrau-04-19/index.html

Top URLs in Tweet in G1:
[110] https://www.cdc.gov/meningitis/
[15] https://www.cdc.gov/measles/cases-outbreaks.html
[15] https://twitter.com/AAPNews/status/1119300903977328641
[13] https://www.sciencemag.org/news/2017/04/here-s-visual-proof-why-vaccines-do-more-good-harm
[7] https://www.cdc.gov/vitalsigns/vector-borne/infographic.html
[7] https://www.cdc.gov/vaccinesafety/hcproviders/
[6] https://www.cdc.gov/ecoli/2019/o103-04-19/index.html
[5] https://www.cdc.gov/nchs/hus/spotlight/2019-heart-disease-disparities.htm?utm_medium=social&utm_source=twitter_post&utm_campaign=twitter_post
[5] http://www.cdc.gov/healthyweight/healthy_eating/?utm_medium=Social&utm_source=Unknown&utm_campaign=Leadify
[4] https://www.cdc.gov/salmonella/Carrau-04-19/index.html

Top URLs in Tweet in G2:
[4] https://www.painnewsnetwork.org/stories/2019/4/24/cdc-opioid-guideline-should-not-be-used-to-taper-patients
[3] https://twitter.com/sciam/status/1119246183166300160
[3] https://twitter.com/LelenaPeacock/status/1120780726604050434
[3] https://healthprofessionalsforpatientsinpain.org/
[3] http://www.vaccineinfo.net/issues/conflictofinterest/conflicts_of_interest.shtml
[3] https://www.cdc.gov/fungal/candida-auris/tracking-c-auris.html
[2] https://www.acsh.org/news/2018/03/19/cdc-quietly-admits-it-screwed-dishonestly-counting-pills-12717
[2] https://healthprofessionalsforpatientsinpain.org/press-release
[2] https://www.nejm.org/doi/full/10.1056/NEJMp1904190
[2] https://www.usatoday.com/story/news/health/2019/04/24/opioid-pain-pills-crackdown-doctors-prescriptions-cdc-fda/3562373002/

Top URLs in Tweet in G3:
[15] https://blogs.cdc.gov/publichealthmatters/2017/03/5-spring-safety-tips/?platform=hootsuite
[6] http://www.cdc.gov/alcohol/faqs.htm
[5] https://www.cdc.gov/meningitis/
[4] https://www.cdc.gov/healthyschools/schoolhealthservices.htm
[2] https://emergency.cdc.gov/epic/learn/webinar_20190424.asp?platform=hootsuite
[2] https://www.cdc.gov/mmwr/volumes/68/wr/mm6815a3.htm?s_cid=mm6815a3_w
[2] https://www.cdc.gov/csels/dls/lab-week/index.html
[2] https://jamanetwork.com/journals/jamapediatrics/fullarticle/2730578?guestAccessKey=02476af0-dfa9-4a35-82dd-927d18e5e7c3&utm_source=silverchair&utm_campaign=jama_network&utm_content=weekly_highlights&cmp=1&utm_medium=email
[1] http://ow.ly/ZHQm30otWC3
[1] http://ow.ly/uVxz30ovhDQ

Top URLs in Tweet in G4:
[4] http://www.cdc.gov/measles/
[3] https://www.breitbart.com/health/2019/04/20/cdc-one-seven-transgender-women-have-hiv/
[3] https://www.cdc.gov/ncbddd/childdevelopment/positiveparenting/index.html
[3] https://medicalxpress.com/news/2019-04-three-antibiotic-cocktail-persister-lyme-bacteria.html
[2] https://ed100.org/blog/does-your-school-start-too-early-sleep-matters
[2] https://www.globalindoorhealthnetwork.com/GIHN-papers
[2] https://www.youtube.com/watch?v=3W6edwKy_rY&t=

[2] https://www.youtube.com/watch?v=O8jnaEZU7YE

[2] http://www.infobarrel.com/Egos_The_Real_Reason_Scientists_are_Unable_to_Solve_Zika_Mysteries
[2] https://twitter.com/HeartandStroke/status/1120709723018412032

Top URLs in Tweet in G5:
[6] https://www.cdc.gov/meningitis/
[3] https://www.cdc.gov/flu/about/qa/coldflu.htm?utm_source=TWITTER&utm_medium=TWITTER&utm_content=100000567159332&utm_campaign=Engagement&linkId=100000005885204
[2] https://www.cdc.gov/flu/about/qa/coldflu.htm?utm_source=TWITTER&utm_medium=TWITTER&utm_content=100000481131673&utm_campaign=Engagement&linkId=100000005396730
[2] https://www.cdc.gov/norovirus/about/prevention.html?utm_source=TWITTER&utm_medium=TWITTER&utm_content=100000587367425&utm_campaign=Engagement&linkId=100000005961906
[1] https://www.cdc.gov/vaccines/hcp/acip-recs/general-recs/adverse-reactions.html#ref-09
[1] https://www.chop.edu/centers-programs/vaccine-education-center/vaccines-and-other-conditions/vaccines-asthma-allergies
[1] https://www.jacionline.org/action/consumeSharedSessionAction?JSESSIONID=aaa7TsIcE543Achah5ROw&MAID=ZIQK00IwCw%2FdPwzfdsY4Sg%3D%3D&SERVER=WZ6myaEXBLHhUmgs9ICBtQ%3D%3D&ORIGIN=437533737&RD=RD
[1] https://twitter.com/MariaRivera_OC/status/1120706755724333057?s=19
[1] https://twitter.com/MariaRivera_OC/status/1120710380232118272?s=19
[1] https://vaers.hhs.gov/esub/index.jsp

Top URLs in Tweet in G6:
[3] https://www.cdc.gov/flu/pandemic-resources/2009-h1n1-pandemic.html
[3] https://www.cdc.gov/meningitis/
[3] http://abcnews.go.com/Health/measles-cases-break-yearly-record-months/story?id=62552978
[2] https://www.hamiltoncountyhealth.org/100years/
[1] https://www.ncbi.nlm.nih.gov/pubmed/?term=Bakhos+[au]+AND+2010+[dp]+AND+concussion
[1] https://cdc.gov/measles
[1] http://shotsforschools.org
[1] https://enewspaper.latimes.com/infinity/article_share.aspx?guid=c336c56d-a3b2-442a-b75c-b6350686ad9f
[1] https://wwwnc.cdc.gov/eid/article/25/5/18-1352_article
[1] https://www.cbsnews.com/news/could-antibiotic-resistant-superbugs-become-a-bigger-killer-than-cancer-60-minutes-2019-04-21/?ftag=CNM-00-10aab7d&linkId=66387336

Top URLs in Tweet in G7:
[1] https://twitter.com/nothingbutnets/status/1121157873785024512
[1] https://www.pmi.gov/
[1] https://jobs.medair.org/homepage/field-international-staff/
[1] https://wwwnc.cdc.gov/eid/article/24/6/18-0017_article
[1] https://hrh2030program.org/healthworkerperformanceseries/
[1] https://twitter.com/AfricaCDC/status/1120250874398478336
[1] https://www.researchgate.net/publication/278023840_Critique_of_African_RCTs_into_Male_Circumcision_and_HIV_Sexual_Transmission

Top URLs in Tweet in G8:
[1] http://HRSA.gov
[1] https://twitter.com/CDCgov?s=09

Top URLs in Tweet in G9:
[1] https://www.cdc.gov/measles/vaccination.html
[1] https://twitter.com/npr/status/1121189727951044608
[1] https://www.wnd.com/2016/05/tb-latest-invisible-invader-accompanying-refugees/
[1] https://twitter.com/MarkAlanFlecke3/status/1119011501950394368
[1] https://twitter.com/ThomasKlineMD/status/1121043929250578432
[1] https://twitter.com/ravensspirit68/status/1121119612060307456
[1] https://www.wsbtv.com/news/local/how-president-trump-s-visit-wednesday-will-impact-your-traffic-in-atlanta/942792576
[1] https://twitter.com/thackerpd/status/1120660378592194562
[1] https://twitter.com/RyanAFournier/status/1120126243540754432
[1] https://www.naturalnews.com/052190_CDC_corruption_private_corporation_vaccine_industry.html

Top URLs in Tweet in G10:
[1] https://twitter.com/PrEP4AllNow/status/1121096423167135744
[1] https://www.thebody.com/content/81714/activists-uncovered-cdcs-ownership-of-prep-patent.html?ic=tbhwnbox
[1] https://www.washingtonpost.com/business/economy/gilead-defied-a-government-hiv-patent-the-justice-department-has-opened-a-review/2019/04/24/16e4e20e-62bc-11e9-bfad-36a7eb36cb60_story.html
[1] https://www.poz.com/article/pushing-for-answers
[1] https://www.washingtonpost.com/business/economy/gilead-defied-a-government-hiv-patent-the-justice-department-has-opened-a-review/2019/04/24/16e4e20e-62bc-11e9-bfad-36a7eb36cb60_story.html?noredirect=on&utm_term=.1016c44997d6
[1] https://www.washingtonpost.com/business/economy/gilead-defied-a-government-hiv-patent-the-justice-department-has-opened-a-review/2019/04/24/16e4e20e-62bc-11e9-bfad-36a7eb36cb60_story.html?utm_term=.84d0f72101fe
[1] https://twitter.com/thomasklinemd/status/1121043929250578432
[1] https://abcnews.go.com/Health/measles-cases-break-yearly-record-months/story?id=62552978
[1] https://www.cdc.gov/sids/data.htm

Top Domains
Top Domains in Tweet in Entire Graph:
[486] cdc.gov
[165] twitter.com
[25] usa.gov
[21] go.com
[19] youtube.com
[15] sciencemag.org
[11] nih.gov
[9] bit.ly
[8] usatoday.com
[8] washingtonpost.com

Top Domains in Tweet in G1:
[341] cdc.gov
[65] twitter.com
[18] usa.gov
[14] sciencemag.org
[9] bit.ly
[7] youtube.com
[6] usatoday.com
[5] forbes.com
[4] washingtonpost.com
[4] healio.com

Top Domains in Tweet in G2:
[36] twitter.com
[12] cdc.gov
[6] usa.gov
[5] healthprofessionalsforpatientsinpain.org
[4] nejm.org
[4] painnewsnetwork.org
[3] nih.gov
[3] vaccineinfo.net
[3] instagram.com
[2] acsh.org

Top Domains in Tweet in G3:
[41] cdc.gov
[12] twitter.com
[5] ow.ly
[5] jamanetwork.com
[3] doseofnews.com
[2] cbsnews.com
[2] libsyn.com
[1] uw.edu
[1] train.org
[1] cnn.com

Top Domains in Tweet in G4:
[14] cdc.gov
[14] twitter.com
[7] youtube.com
[3] breitbart.com
[3] medicalxpress.com
[3] infobarrel.com
[2] ed100.org
[2] who.int
[2] globalindoorhealthnetwork.com
[2] mymedicalmantra.com

Top Domains in Tweet in G5:
[20] cdc.gov
[6] twitter.com
[1] chop.edu
[1] jacionline.org
[1] hhs.gov
[1] trib.al
[1] usafacts.org
[1] apple.news
[1] sacbee.com
[1] reuters.com

Top Domains in Tweet in G6:
[9] cdc.gov
[4] go.com
[2] hamiltoncountyhealth.org
[1] nih.gov
[1] shotsforschools.org
[1] latimes.com
[1] cbsnews.com
[1] doximity.com
[1] apple.news
[1] abc7.com

Top Domains in Tweet in G7:
[2] twitter.com
[1] pmi.gov
[1] medair.org
[1] cdc.gov
[1] hrh2030program.org
[1] researchgate.net

Top Domains in Tweet in G8:
[1] hrsa.gov
[1] twitter.com

Top Domains in Tweet in G9:
[8] twitter.com
[1] cdc.gov
[1] wnd.com
[1] wsbtv.com
[1] naturalnews.com

Top Domains in Tweet in G10:
[3] washingtonpost.com
[2] twitter.com
[1] thebody.com
[1] poz.com
[1] go.com
[1] cdc.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[419] measles
[171] meningitis
[136] worldmeningitisday
[123] flu
[70] antibiotics
[65] vaccines
[65] new
[63] vaccineswork
[46] labweek
[44] dyk



Top Hashtags in Tweet in G1:
[206] measles
[143] meningitis
[116] worldmeningitisday
[64] antibiotics
[48] vaccines
[39] labweek
[37] breastcancer
[31] aftermeningitis
[29] howvaccineswork
[29] vaccineswork

Top Hashtags in Tweet in G2:
[32] opioid
[21] painpatientsvote
[21] rxsummit2019
[20] rx
[19] chronicpain
[17] rxsummit
[16] suicidedue2pain
[15] cdc
[11] veterans
[10] opioidguideline

Top Hashtags in Tweet in G3:
[99] flu
[33] prepyourhealth
[22] pandemic
[22] 2009h1n1
[15] health
[11] alabama
[10] schoolnurse
[8] otd
[8] measles
[7] meningitis

Top Hashtags in Tweet in G4:
[11] culex
[10] measles
[10] tweetiatricians
[10] florida
[10] wolbachia
[9] wellnesswed
[6] teenage
[6] sleep
[6] sb328
[5] vaccineswork

Top Hashtags in Tweet in G5:
[26] vaxxcult
[17] measles
[13] sb276
[10] meningitis
[6] worldmeningitisday
[6] wednesdaywisdom
[5] vaccines
[4] sb277
[4] kaiser
[4] sepsis

Top Hashtags in Tweet in G6:
[135] measles
[9] cancer
[9] dementia
[9] antibioticresistance
[5] flu
[5] worldmeningitisday
[5] meningitis
[4] vaccineswork
[4] publichealthcrisis
[3] concussions

Top Hashtags in Tweet in G7:
[17] sa_rcc
[11] vaccines
[9] vaccineswork
[8] avw2019
[8] avw
[8] healthyliving
[8] protectedtogether
[8] dyk
[7] monkeypox
[5] outbreak

Top Hashtags in Tweet in G8:
[65] new
[2] shithole
[1] oann
[1] criticalthinking
[1] novax
[1] measles

Top Hashtags in Tweet in G9:
[4] rxsummit2019
[3] lgbtq
[3] census2020
[2] trumpderangementsyndrome
[2] opioidcrisis
[1] queer
[1] trans
[1] health
[1] veterans
[1] glyphosateawareness

Top Hashtags in Tweet in G10:
[16] prep
[5] hiv
[4] breakthepatent
[3] mentalhealth
[2] truvada
[2] recall
[2] easl2019
[2] vienna
[1] foodsafety
[1] food

Top Words
Top Words in Tweet in Entire Graph:
[2826] Words in Sentiment List#1: Positive
[4687] Words in Sentiment List#2: Negative
[47] Words in Sentiment List#3: Angry/Violent
[127305] Non-categorized Words
[134818] Total Words
[3997] cdcgov
[805] s
[638] cases
[605] more
[434] u

Top Words in Tweet in G1:
[1843] cdcgov
[342] cases
[299] learn
[271] more
[255] s
[241] according
[231] confirmed
[227] outbreak
[227] now
[206] #measles

Top Words in Tweet in G2:
[837] cdcgov
[281] danlairdmd
[178] pain
[172] cdcdirector
[109] stefankertesz
[97] cdc
[90] chronic_flkeys
[89] us_fda
[84] opioid
[80] medication

Top Words in Tweet in G3:
[175] cdcgov
[149] cdcemergency
[110] s
[100] u
[99] #flu
[99] virus
[94] 10
[92] new
[89] years
[89] ago

Top Words in Tweet in G4:
[211] cdcgov
[79] ameracadpeds
[41] health
[37] aboutkp
[35] uksurvivorjohn
[31] drcristinaf
[31] gottogetoutof
[30] carolinemcook1
[30] alysetobler
[28] theaddictionsco

Top Words in Tweet in G5:
[222] cdcgov
[197] hhsgov
[184] kidoctr
[176] doritmi
[164] zigmund_fraud
[163] badzoot7
[161] jkellyca
[158] nicolasdenver
[157] just4thecause
[155] emmagpaley

Top Words in Tweet in G6:
[238] year
[135] #measles
[135] cases
[132] helenbranswell
[129] more
[125] s
[122] u
[122] virus
[118] official
[118] declared

Top Words in Tweet in G7:
[45] africacdc
[34] one
[33] health
[32] make
[31] vaccines
[31] important
[31] public
[31] tools
[31] fingertips
[31] ve

Top Words in Tweet in G8:
[98] elmaaksalic
[75] measles
[67] s
[67] disease
[67] eliminated
[66] outbreak
[66] back
[65] #new
[65] monday
[65] u

Top Words in Tweet in G9:
[50] cdcgov
[25] potus
[20] flotus
[16] realdonaldtrump
[14] ivankatrump
[13] robertkennedyjr
[12] telford_russian
[12] gibboneyrock
[12] mention
[12] private

Top Words in Tweet in G10:
[38] cdcgov
[26] prep4allnow
[24] patents
[18] gileadsciences
[18] thejusticedept
[18] cdcgov's
[16] #prep
[15] prep
[15] now
[14] senators

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[400] u,s
[237] learn,more
[236] according,cdcgov
[204] danlairdmd,cdcgov
[189] january,1
[162] #measles,cases
[155] cases,#measles
[150] badzoot7,science_guy5
[149] science_guy5,thismomhcn
[141] nicolasdenver,kidoctr

Top Word Pairs in Tweet in G1:
[219] according,cdcgov
[186] learn,more
[152] cases,#measles
[119] january,1
[116] april,11
[114] 555,cases
[113] cdcgov,555
[113] 1,through
[113] through,april
[112] 11,2019

Top Word Pairs in Tweet in G2:
[202] danlairdmd,cdcgov
[58] cdcdirector,cdcgov
[49] cdcgov,cdcdirector
[48] cdcgov,nih
[47] opioid,medication
[46] long,time
[45] below,standard
[45] cdcgov,guideline
[44] yes,abruptly
[44] abruptly,discontinuing

Top Word Pairs in Tweet in G3:
[97] u,s
[89] 10,years
[89] years,ago
[85] new,h1n1
[85] h1n1,#flu
[85] #flu,virus
[61] cdcgov,day
[61] day,10
[61] ago,first
[61] first,two

Top Word Pairs in Tweet in G4:
[45] ameracadpeds,cdcgov
[36] cdcgov,aboutkp
[34] aboutkp,uksurvivorjohn
[31] uksurvivorjohn,gottogetoutof
[30] gottogetoutof,alysetobler
[25] drcristinaf,ameracadpeds
[25] alysetobler,mentalhealthfn
[25] greennukedeal,eugenegu
[25] eugenegu,fordnation
[25] fordnation,celliottability

Top Word Pairs in Tweet in G5:
[150] badzoot7,science_guy5
[149] science_guy5,thismomhcn
[141] nicolasdenver,kidoctr
[139] thismomhcn,svagdis
[138] svagdis,waynerohde
[138] marcdraco63,lalaruefrench75
[138] lalaruefrench75,mmelgar09
[138] jim_herd,csavamom
[138] csavamom,just4thecause
[138] just4thecause,viva__lala

Top Word Pairs in Tweet in G6:
[122] u,s
[121] #measles,cases
[118] official,more
[118] more,#measles
[118] cases,u
[118] s,year
[118] year,year
[118] year,virus
[118] virus,declared
[117] helenbranswell,official

Top Word Pairs in Tweet in G7:
[31] vaccines,one
[31] one,important
[31] important,public
[31] public,health
[31] health,tools
[31] tools,fingertips
[31] fingertips,ve
[31] ve,helped
[31] helped,make
[30] wellbeingafrica,vaccines

Top Word Pairs in Tweet in G8:
[65] #new,monday
[65] monday,u
[65] u,s
[65] s,measles
[65] measles,outbreak
[65] outbreak,become
[65] become,largest
[65] largest,disease
[65] disease,declared
[65] declared,eliminated

Top Word Pairs in Tweet in G9:
[14] realdonaldtrump,flotus
[13] potus,realdonaldtrump
[13] flotus,ivankatrump
[13] ivankatrump,robertkennedyjr
[12] gibboneyrock,potus
[12] robertkennedyjr,mention
[12] mention,cdcgov
[12] cdcgov,private
[11] telford_russian,gibboneyrock
[11] private,co

Top Word Pairs in Tweet in G10:
[15] #prep,patents
[14] another,shoe
[14] shoe,drops
[14] drops,thejusticedept
[14] thejusticedept,launched
[14] launched,investigation
[14] investigation,cdcgov's
[14] cdcgov's,#prep
[14] patents,prep4allnow
[13] peterstaley,another

Top Replied-To
Top Replied-To in Entire Graph:
@cdcgov
@danlairdmd
@mrs_bonds2015
@mariarivera_oc
@cdcdirector
@elmaaksalic
@robertdrosejr1
@stefankertesz
@secazar
@doritmi

Top Replied-To in G1:
@cdcgov
@secazar
@w7voa
@funwithcfs
@twittermoments
@nejm
@drleanawen
@jasontougaw
@drstevenhobbs
@inajaki

Top Replied-To in G2:
@danlairdmd
@robertdrosejr1
@stefankertesz
@cdcdirector
@sherryt17
@chronic_flkeys
@jillpiggott
@susanwbrooks
@notadeb
@rachjr1

Top Replied-To in G3:
@cdcgov
@cdcemergency
@sherman_news
@pamelafalk
@elimikawikiendi
@armymedicine
@kpmitchell51
@apssportsmed
@frankhaller1
@wbznewsradio

Top Replied-To in G4:
@carolinemcook1
@collarcrypto
@greennukedeal
@nytscience
@mthunderslice
@fscarfe
@debralindh
@revchuckcurrie
@drcristinaf
@bytemaster7

Top Replied-To in G5:
@mariarivera_oc
@doritmi
@avenueminga
@lilearthling369
@zigmund_fraud
@thefrankmanmn
@vuraxis
@nicolasdenver
@chrisjohnsonmd
@hhsgov

Top Replied-To in G6:
@helenbranswell
@griz1
@oliviaaffuso
@capcpalliative
@joannaprout
@medcomic
@theihi
@cdcgov
@jamesyandrepubl
@cdcemergency

Top Replied-To in G7:
@who_drc
@tesslatweets
@usembassyharare
@deahq
@bibindala
@us2eu
@simbadeveloper

Top Replied-To in G8:
@elmaaksalic
@dstedham511
@blueiischris
@5starcars
@erpatriot
@hoffmanhopes
@plainmamajane
@kay_kingsbury

Top Replied-To in G9:
@keithbrownph
@drlapook
@cdcgov
@cbseveningnews
@brynnheart
@newyorkstateag
@hunterrider
@jackie_oftrades
@agashleymoody
@cdcdirector

Top Replied-To in G10:
@jameslamarre
@peterstaley
@lawrencegostin
@bradrherrin
@mollyjongfast
@davidenrich

Top Mentioned
Top Mentioned in Entire Graph:
@cdcgov
@hhsgov
@cdcemergency
@danlairdmd
@nejm
@cdcdirector
@kidoctr
@badzoot7
@doritmi
@just4thecause

Top Mentioned in G1:
@cdcgov
@nejm
@secazar
@w7voa
@peterhotez
@stefankertesz
@flautismmom
@ldemarcofox5
@aapnews
@us_fda

Top Mentioned in G2:
@cdcgov
@danlairdmd
@cdcdirector
@us_fda
@stefankertesz
@chronic_flkeys
@headdock
@hhsgov
@nih
@thomasklinemd

Top Mentioned in G3:
@cdcgov
@cdcemergency
@cdcmmwr
@cdc_ehealth
@bradleyschools
@safflesslater
@acepnow
@nytimes
@coachg015
@fbi

Top Mentioned in G4:
@cdcgov
@ameracadpeds
@who
@aboutkp
@uksurvivorjohn
@gottogetoutof
@alysetobler
@drcristinaf
@theaddictionsco
@getmygist

Top Mentioned in G5:
@cdcgov
@hhsgov
@kidoctr
@badzoot7
@doritmi
@just4thecause
@jkellyca
@zigmund_fraud
@science_guy5
@emmagpaley

Top Mentioned in G6:
@helenbranswell
@cdcgov
@nychealthy
@icmr_nie
@ourwaroncancer
@infectiousdz
@drkimharmon
@abc
@c
@griz1

Top Mentioned in G7:
@wellbeingafrica
@africacdc
@cdcgov
@pepfar
@vaccinenet_ng
@usaid
@ncdcgov
@who
@repmaxinewaters
@usaid_haiti

Top Mentioned in G8:
@elmaaksalic
@cdcgov
@oann
@jackposobiec
@dstedham511
@happmartin
@drzoegrey
@browt1971
@hhsgov
@noofies

Top Mentioned in G9:
@cdcgov
@potus
@flotus
@realdonaldtrump
@ivankatrump
@robertkennedyjr
@telford_russian
@gibboneyrock
@rephalrogers
@cdcdirector

Top Mentioned in G10:
@cdcgov
@prep4allnow
@gileadsciences
@thejusticedept
@peterstaley
@hhsgov
@myfabdisease
@kinkercameron
@washingtonpost
@pozmagazine

Top Tweeters
Top Tweeters in Entire Graph:
@americanbanking
@lopezgovlaw
@united
@solutioneer72
@lucysullivan888
@cargo_pal
@rachel_mcrea
@thehill
@breakingnewzman
@huffpost

Top Tweeters in G1:
@lucysullivan888
@rachel_mcrea
@breakingnewzman
@lisahauser8
@moui
@callstadt
@mobea
@c_coolidge
@9news
@wcvb

Top Tweeters in G2:
@huffpost
@tottenbill
@kimvie
@magannohate
@katthehammer1
@wsj
@buzzfeed
@vampwritergrrl
@rickyrayinga
@carolyncolson

Top Tweeters in G3:
@lopezgovlaw
@nytimes
@time
@nayasala
@adekleine
@dcarsoncpa
@kcstar
@sonny_scroggins
@cbsnews
@donmgreen

Top Tweeters in G4:
@eddarrell
@timesofindia
@saludhealthinfo
@abusedkids
@momsrising
@sleeplikeababy1
@sapienist
@fscarfe
@gottogetoutof
@elisatalk

Top Tweeters in G5:
@sueleugers
@svagdis
@cocacola
@cnn
@sacbee_news
@latimes
@veritasever
@agent_it
@sheeple101
@lalaruefrench75

Top Tweeters in G6:
@rolandsmartin
@abc7newsbayarea
@sba1211
@abc
@jhcpw
@dianesbaker1
@mdteresa
@canageek
@kmfdt
@annaanthro

Top Tweeters in G7:
@magarya
@afp
@voanews
@_01katarina
@yusufalabere
@nomsu__
@auc31
@wellbeingafrica
@juliebabyar
@pd_dan

Top Tweeters in G8:
@cargo_pal
@frlarousse2
@laridor1
@texasarabians
@kay_kingsbury
@twworthy
@oann
@corkyengel
@6eustacia
@truthlikealion

Top Tweeters in G9:
@knight201701
@drlee4america
@tanyagrahamdvm
@sandyj1967
@choosetobfree
@restore_us_now
@tetsuyama511
@cbseveningnews
@hrw
@budwitzke

Top Tweeters in G10:
@yayayarndiva
@washingtonpost
@holybullies
@mollyjongfast
@dn_charles
@jbogeman2
@commercegov
@aaronellis01
@mynameisjro
@pozmagazine


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