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@CDCgov OR @CDC_eHealth OR @CDCemergency_2017-09-13_22-27-52.xlsx
@CDCgov OR @CDC_eHealth OR @CDCemergency_2017-09-13_22-27-52.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 14, 2017
Short Description:
@CDCgov OR @CDC_eHealth OR @CDCemergency via NodeXL http://bit.ly/2eX1c5e
@cdcgov
@cdcemergency
@angelakaplan7
@nws
@cdc_ehealth
@miami_lo

Description:
Description
The graph represents a network of 3,757 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 Thursday, 14 September 2017 at 05:31 UTC.

The requested start date was Thursday, 14 September 2017 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 3-day, 13-hour, 58-minute period from Friday, 08 September 2017 at 15:59 UTC to Tuesday, 12 September 2017 at 05:58 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 : 3757
Unique Edges : 5110
Edges With Duplicates : 3153
Total Edges : 8263
Self-Loops : 124
Reciprocated Vertex Pair Ratio : 0.0080712964519926
Reciprocated Edge Ratio : 0.0160133444537114
Connected Components : 25
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 3673
Maximum Edges in a Connected Component : 8180
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.452431
Graph Density : 0.000424837073742078
Modularity : 0.467834
NodeXL Version : 1.0.1.386

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[274] https://www.cdc.gov/disasters/hurricanes/hurricane_irma.html
[184] https://www.cdc.gov/disasters/floods/cleanupwater.html
[112] https://www.cdc.gov/features/flood-safety/index.html
[106] https://www.cdc.gov/healthywater/emergency/drinking/finding-other-sources.html
[97] https://go.usa.gov/Dtd
[69] https://www.cdc.gov/disasters/hurricanes/evacuate.html
[57] https://www.cdc.gov/disasters/cofacts.html
[49] https://www.cdc.gov/disasters/foodwater/facts.html
[45] https://www.cdc.gov/disasters/wellsdisinfect.html
[37] https://www.cdc.gov/salmonella/anatum-9-17/advice.html

Top URLs in Tweet in G1:
[150] https://www.cdc.gov/disasters/floods/cleanupwater.html
[88] https://www.cdc.gov/features/flood-safety/index.html
[88] https://www.cdc.gov/healthywater/emergency/drinking/finding-other-sources.html
[77] https://go.usa.gov/Dtd
[64] https://www.cdc.gov/disasters/hurricanes/hurricane_irma.html
[60] https://www.cdc.gov/disasters/hurricanes/evacuate.html
[42] https://www.cdc.gov/disasters/cofacts.html
[34] https://www.cdc.gov/disasters/foodwater/facts.html
[33] https://www.cdc.gov/campylobacter/outbreaks/puppies-9-17/index.html
[31] https://www.cdc.gov/disasters/wellsdisinfect.html

Top URLs in Tweet in G2:
[186] https://www.cdc.gov/disasters/hurricanes/hurricane_irma.html
[22] https://www.cdc.gov/disasters/floods/cleanupwater.html
[11] https://www.cdc.gov/healthywater/emergency/drinking/finding-other-sources.html
[10] https://go.usa.gov/Dtd
[10] https://www.cdc.gov/disasters/cofacts.html
[9] https://www.cdc.gov/disasters/wellsdisinfect.html
[9] https://www.cdc.gov/features/flood-safety/index.html
[7] https://www.cdc.gov/salmonella/anatum-9-17/advice.html
[6] https://www.cdc.gov/disasters/hurricanes/evacuate.html
[4] http://emergency.cdc.gov/disasters/wildfires/facts.asp

Top URLs in Tweet in G3:
[10] https://www.cdc.gov/disasters/hurricanes/hurricane_irma.html
[7] https://www.cdc.gov/features/flood-safety/index.html
[6] https://go.usa.gov/Dtd
[4] https://www.cdc.gov/disasters/floods/cleanupwater.html
[2] https://www.cdc.gov/healthywater/emergency/drinking/finding-other-sources.html
[2] https://www.cdc.gov/disasters/wellsdisinfect.html
[2] http://emergency.cdc.gov/disasters/wildfires/facts.asp
[2] http://www.floridadisaster.org/publicmapping/
[1] https://twitter.com/i/web/status/906522322210783232
[1] https://twitter.com/i/web/status/907388890201419778

Top URLs in Tweet in G4:
[4] https://www.cdc.gov/disasters/hurricanes/hurricane_irma.html
[4] https://www.regulations.gov/document?D=CMS-2017-0092-0952
[2] https://www.cdc.gov/disasters/floods/cleanupwater.html
[2] http://www.pharmaciststeve.com/?p=21979
[2] https://www.cdc.gov/mmwr/volumes/66/wr/mm6610a1.htm
[2] http://observer.com/2016/05/the-opioid-epidemic-its-time-to-place-blame-where-it-belongs/amp/
[1] https://www.cdc.gov/disasters/cofacts.html
[1] https://twitter.com/i/web/status/905168080132866048
[1] https://www.cdc.gov/features/flood-safety/index.html
[1] https://www.cdc.gov/disasters/foodwater/facts.html

Top URLs in Tweet in G5:
[6] https://www.cdc.gov/disasters/hurricanes/hurricane_irma.html
[6] https://www.cdc.gov/features/flood-safety/index.html
[5] https://www.cdc.gov/cancer/ovarian/basic_info/risk_factors.htm
[5] https://www.cdc.gov/media/dpk/child-development/back-to-school/dpk-back-to-school.html?s_cid=tw-zaza-1129
[4] https://facebook.com/cdc
[4] https://www.cdc.gov/mmwr/volumes/66/wr/mm6635a1.htm
[4] https://www.cdc.gov/features/health-academic-achievement/index.html?s_cid=tw-zaza-1127
[4] https://www.cdc.gov/disasters/cofacts.html
[4] https://www.cdc.gov/disasters/foodwater/facts.html
[4] https://go.usa.gov/xqvDm

Top URLs in Tweet in G6:
[3] http://www.kff.org/news-summary/cdc-epidemiologist-reflects-on-west-african-ebola-epidemic-emphasizes-importance-of-advancing-global-health-security/?utm_content=buffer489cb&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.nytimes.com/2017/09/09/opinion/sunday/trump-epa-pruitt-science.html
[1] https://twitter.com/i/web/status/907409826220822528
[1] https://twitter.com/i/web/status/907354550235004930
[1] https://twitter.com/i/web/status/899431457348825089
[1] https://twitter.com/i/web/status/906643973539844101
[1] https://twitter.com/i/web/status/906591091943763969
[1] https://twitter.com/i/web/status/907054569544450048
[1] https://twitter.com/i/web/status/905967003562803200
[1] https://twitter.com/i/web/status/907295110752337920

Top URLs in Tweet in G7:
[3] http://www.epilepsy.com/article/2017/9/hallway-conversation-higher-estimate-people-living-epilepsy-us
[2] https://www.cdc.gov/nmi/newsroom.html#tabs-2-7
[2] https://www.cdc.gov/learning/index.html?s_cid=cdclc-sept17-tw-f001-reproductive
[2] https://www.cdc.gov/foodsafety/education-month.html
[1] https://twitter.com/i/web/status/907424232484818944
[1] https://twitter.com/i/web/status/906348373766283264
[1] https://twitter.com/i/web/status/906466725201367040
[1] https://twitter.com/i/web/status/906511829010141185
[1] https://twitter.com/i/web/status/906640216139735041
[1] https://twitter.com/i/web/status/906720057035771905

Top URLs in Tweet in G8:
[1] http://www.health.state.mn.us/divs/healthimprovement/opioid-dashboard/index.html
[1] https://www.cdc.gov/salmonella/anatum-9-17/advice.html
[1] https://twitter.com/i/web/status/907002803633172481
[1] https://twitter.com/i/web/status/906234763522002944
[1] https://twitter.com/i/web/status/906194050591723521
[1] https://twitter.com/i/web/status/906187905193746433
[1] https://twitter.com/i/web/status/906187682409308161
[1] https://twitter.com/i/web/status/906186742809681921

Top URLs in Tweet in G9:
[1] http://r20.rs6.net/tn.jsp?f=001HCvPjwjgQ8kYrGmWQyZMC0XteqyT5jsyIg9-fB5qc6aSuraRe3VuJGbedDxNMyC-dqDTBGNLVSjvIaIt6tiq7vY9-_pAbbJcNRfDmrK_kcWQoEYoaOvpyNyE4e_qOlf3JkXkqrcTPA1sNxTcFyCgLV5ddvfcSsoGBk5wKf-SGpZWLi9CrJ6acMYqpx3P7TSQd0TDS0parbzjw1cJ4I0EDg==&c=Lb6SHGpgAydAygULTx1hffxanURXUQ5quXzKHL_xDVOWym3TPtVbxQ==&ch=wKmUc-ypT5mbhs_D-9_FCyLrLGbYlgc6NSTBULgVPzSBWAxxSuhfFA==
[1] https://twitter.com/i/web/status/907385792762441729
[1] https://www.cdc.gov/disasters/hurricanes/evacuate.html
[1] https://twitter.com/storycenter/status/907335480706043904
[1] https://twitter.com/search?q=%23sepsischat&src=typd
[1] https://twitter.com/cdcemergency/status/906940514402009088
[1] https://twitter.com/i/web/status/907007799842017282
[1] https://twitter.com/i/web/status/907004690809966594
[1] https://twitter.com/i/web/status/906553842203889665

Top URLs in Tweet in G10:
[5] https://www.cdc.gov/disasters/foodwater/facts.html
[3] https://www.cdc.gov/phpr/healthcare/
[2] https://www.cdc.gov/disasters/floods/cleanupwater.html
[1] https://twitter.com/CDC_NCEZID/status/906966003099115520
[1] https://twitter.com/CDCgov/status/907046055304339457
[1] https://www.cdc.gov/disasters/hurricanes/hurricane_irma.html
[1] http://cdc.gov/disasters/foodwater/facts.html
[1] https://twitter.com/i/web/status/907387837976334336
[1] https://twitter.com/i/web/status/907306565128114176
[1] https://www.cdc.gov/disasters/hurricanes/index.html

Top Domains
Top Domains in Tweet in Entire Graph:
[1413] cdc.gov
[374] twitter.com
[127] usa.gov
[26] floridadisaster.org
[25] instagram.com
[18] fb.me
[16] nejm.org
[12] nih.gov
[11] facebook.com
[8] healio.com

Top Domains in Tweet in G1:
[954] cdc.gov
[119] twitter.com
[101] usa.gov
[25] instagram.com
[8] nih.gov
[5] jamanetwork.com
[4] nnlm.gov
[4] linkedin.com
[4] contagionlive.com
[3] thndr.me

Top Domains in Tweet in G2:
[282] cdc.gov
[41] twitter.com
[12] fb.me
[10] usa.gov
[3] healio.com
[2] weather.gov
[1] ga.gov

Top Domains in Tweet in G3:
[29] cdc.gov
[21] twitter.com
[7] usa.gov
[3] businessinsider.com
[3] reuters.com
[2] fb.me
[2] politico.com
[2] floridadisaster.org
[1] southeastnavy.com
[1] facebook.com

Top Domains in Tweet in G4:
[74] twitter.com
[12] cdc.gov
[4] regulations.gov
[3] pharmaciststeve.com
[2] observer.com
[1] wcax.com
[1] nih.gov
[1] aham.org
[1] bu.edu
[1] fiercepharma.com

Top Domains in Tweet in G5:
[57] cdc.gov
[11] twitter.com
[8] usa.gov
[5] facebook.com
[4] cqrcengage.com
[2] cdcfoundation.org
[1] fb.me
[1] rs6.net
[1] cancer.gov

Top Domains in Tweet in G6:
[15] twitter.com
[3] kff.org
[2] cdc.gov
[1] nytimes.com
[1] nih.gov

Top Domains in Tweet in G7:
[11] twitter.com
[10] cdc.gov
[3] epilepsy.com
[1] wordpress.com

Top Domains in Tweet in G8:
[6] twitter.com
[1] mn.us
[1] cdc.gov

Top Domains in Tweet in G9:
[7] twitter.com
[1] rs6.net
[1] cdc.gov

Top Domains in Tweet in G10:
[13] cdc.gov
[6] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1890] irma
[587] hurricane
[542] flood
[81] vitalsigns
[65] stroke
[61] hurricaneharvey
[44] hurricaneirma
[43] harvey
[35] cancer
[29] strokes



Top Hashtags in Tweet in G1:
[679] irma
[451] hurricane
[185] flood
[53] vitalsigns
[47] hurricaneharvey
[45] stroke
[32] harvey
[23] trenchfoot
[23] immersionfoot
[22] healthypets

Top Hashtags in Tweet in G2:
[691] irma
[323] flood
[82] hurricane
[12] hurricaneirma
[11] powerofpreparedness
[6] hurricaneharvey
[5] vitalsigns
[4] emergency
[4] health
[3] readywrigley

Top Hashtags in Tweet in G3:
[401] irma
[16] hurricane
[15] flood
[4] hurricaneharvey
[3] harvey
[2] c130s
[2] reservecitizenairmen
[2] aerialspray
[1] powerofpreparedness
[1] hurricaneirma

Top Hashtags in Tweet in G4:
[27] irma
[27] florida
[27] puertorico
[27] virginislands
[15] chronicpain
[9] hurricaneirma
[6] hurricane
[6] flood
[4] opioidshelp
[3] americangenocide

Top Hashtags in Tweet in G5:
[38] irma
[32] cancer
[20] hurricane
[14] healthandacademics
[10] backtoschool
[7] studenthealth
[7] physicalactivity
[6] ovariancancer
[6] vitalsigns
[5] flood

Top Hashtags in Tweet in G6:
[8] hhs
[7] acclegconf
[5] cardiac
[4] ehr
[4] uequalsu
[3] globalhealth
[2] myalgice
[2] parkinsons
[1] hurricane
[1] irma

Top Hashtags in Tweet in G7:
[10] vitalsigns
[9] stroke
[8] epilepsy
[3] foodsafety
[3] foodpoisoning
[3] ce
[3] reproductivehealth
[3] emergency
[3] cdclearning
[3] natlprep

Top Hashtags in Tweet in G8:
[22] opioidcrisis
[3] newbornscreening
[1] flood
[1] cannabis

Top Hashtags in Tweet in G9:
[3] irma
[2] twu4363
[1] opioid
[1] thisispublichealth
[1] stroke
[1] vitalsigns
[1] sepsischat
[1] harvey

Top Hashtags in Tweet in G10:
[17] sepsischat
[8] irma
[7] hurricane
[4] npslead
[4] getaheadofsepsis
[3] flood
[3] healthcare
[1] antibiotics
[1] stds
[1] mondaymotivaton

Top Words
Top Words in Tweet in Entire Graph:
[2553] Words in Sentiment List#1: Positive
[3280] Words in Sentiment List#2: Negative
[164] Words in Sentiment List#3: Angry/Violent
[93130] Non-categorized Words
[98963] Total Words
[4035] cdcgov
[2034] irma
[1423] water
[1370] flood
[970] cdcemergency

Top Words in Tweet in G1:
[2387] cdcgov
[785] irma
[677] water
[653] hurricane
[611] flood
[559] emergency
[402] keep
[390] during
[373] power
[337] kit

Top Words in Tweet in G2:
[867] cdcemergency
[711] irma
[637] flood
[615] water
[306] cdcgov
[250] safe
[220] during
[213] evacuate
[212] home
[209] local

Top Words in Tweet in G3:
[508] cdcgov
[408] irma
[342] fema
[325] nws
[300] florida
[298] prepared
[293] getting
[293] team
[293] effort
[290] final

Top Words in Tweet in G4:
[245] cdcgov
[66] us_fda
[51] pain
[47] scripe57
[44] phegov
[41] deahq
[40] hhsgov
[37] secpricemd
[37] atul_gawande
[35] skepticscalpel

Top Words in Tweet in G5:
[196] cdcgov
[49] irma
[34] out
[33] new
[33] cancer
[33] flood
[33] hurricane
[32] water
[29] risk
[24] health

Top Words in Tweet in G6:
[54] cdcgov
[39] nih
[17] turnitup4me
[15] hhsgov
[14] jkburmeister
[14] gabbyklein1
[13] us_fda
[11] 2
[9] funding
[8] health

Top Words in Tweet in G7:
[21] cdcgov
[18] cdc_ehealth
[16] new
[16] app
[16] w
[12] cdc
[12] s
[10] vitalsigns
[10] stroke
[10] people

Top Words in Tweet in G8:
[34] cdcgov
[33] mnhealth
[29] senfranken
[25] more
[23] through
[22] glad
[22] see
[22] effort
[22] made
[22] possible

Top Words in Tweet in G9:
[13] cdcgov
[9] publichealth
[5] astho
[4] nacchoalerts
[4] fema_brock
[4] johnshopkinssph
[4] ananursingworld
[3] irma
[3] cdcemergency
[3] partnersimpact

Top Words in Tweet in G10:
[37] cdcgov
[19] cdc_ncezid
[19] 20
[18] 9
[17] sepsischat
[17] rescheduled
[17] 12pm
[15] edt
[15] water
[13] w

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[514] emergency,kit
[458] flood,water
[382] during,irma
[337] co,poisoning
[332] cdcgov,fema
[299] team,effort
[296] final,preparations
[296] preparations,ahead
[296] ahead,irma
[296] irma,underway

Top Word Pairs in Tweet in G1:
[334] emergency,kit
[257] co,poisoning
[229] during,irma
[223] power,out
[202] cdcgov,power
[195] flood,water
[186] path,hurricane
[186] cdcgov,path
[180] 20,feet
[180] feet,away

Top Word Pairs in Tweet in G2:
[224] flood,water
[120] during,flood
[113] areas,standing
[108] bottled,water
[107] cdcemergency,irma
[102] local,authorities
[98] order,evacuate
[97] staying,home
[97] home,protect
[97] property,worth

Top Word Pairs in Tweet in G3:
[325] cdcgov,fema
[293] team,effort
[290] final,preparations
[290] preparations,ahead
[290] ahead,irma
[290] irma,underway
[290] underway,florida
[290] florida,getting
[290] getting,prepared
[290] prepared,team

Top Word Pairs in Tweet in G4:
[41] phegov,cdcgov
[37] us_fda,deahq
[36] atul_gawande,us_fda
[36] deahq,cdcgov
[32] hhsgov,phegov
[29] u,s
[27] phes,already
[27] already,declared
[27] declared,florida
[27] florida,puertorico

Top Word Pairs in Tweet in G5:
[21] 5,years
[21] years,new
[21] new,hepatitis
[21] hepatitis,c
[21] c,virus
[21] virus,infections
[21] infections,increase
[21] increase,liver
[21] liver,cancer
[21] cancer,risk

Top Word Pairs in Tweet in G6:
[13] nih,cdcgov
[11] turnitup4me,jkburmeister
[8] jkburmeister,gabbyklein1
[8] gabbyklein1,annespacecoast
[8] annespacecoast,johngaborme
[8] johngaborme,nih
[8] nih,hhsgov
[8] hhsgov,hhs
[8] hhs,monikers
[8] monikers,r

Top Word Pairs in Tweet in G7:
[9] new,vitalsigns
[9] u,s
[8] vitalsigns,report
[8] report,cdc
[8] cdc,mobile
[8] mobile,app
[8] app,preventing
[8] preventing,stroke
[8] stroke,deaths
[8] deaths,download

Top Word Pairs in Tweet in G8:
[22] glad,see
[22] see,mnhealth
[22] mnhealth,effort
[22] effort,made
[22] made,possible
[22] possible,cdcgov
[22] cdcgov,combat
[22] combat,opioidcrisis
[22] opioidcrisis,through
[22] through,data

Top Word Pairs in Tweet in G9:
[4] fema_brock,johnshopkinssph
[4] johnshopkinssph,astho
[4] astho,publichealth
[4] publichealth,ananursingworld
[3] please,share
[3] share,ushahmd
[3] ushahmd,cdcgov
[3] cdcgov,nacchoalerts
[3] nacchoalerts,fema_brock
[2] order,evacuate

Top Word Pairs in Tweet in G10:
[18] cdcgov,cdc_ncezid
[17] rescheduled,9
[17] 9,20
[17] 20,12pm
[15] 12pm,edt
[12] w,cdcgov
[12] spread,word
[11] sepsischat,w
[11] cdc_ncezid,rescheduled
[10] edt,pls

Top Replied-To
Top Replied-To in Entire Graph:
@cdcgov
@cdcemergency
@nws
@scripe57
@binz80
@kevinmfilms
@senfranken
@fema
@healthyfla
@zilvia82

Top Replied-To in G1:
@cdcgov
@binz80
@zilvia82
@wandering_gu
@mfphotograph
@lorisaldanasd
@civarchive
@tonys_tours
@amypearsonmd
@danielebrahim

Top Replied-To in G2:
@cdcemergency
@healthyfla
@cdcgov
@flsert
@amjpublichealth
@cdcflu
@fractal74
@scdhec
@istillwantapony
@femaregion4

Top Replied-To in G3:
@cdcgov
@nws
@fema
@rogerdinkles
@gvanvekoven
@cherlyn57421157
@loganfoss4
@cruzinlo77
@robertg35947779
@drrichardsj

Top Replied-To in G4:
@scripe57
@cdcgov
@kevinmfilms
@secpricemd
@pragmatist20152
@hermithrushsing
@stefankertesz
@slsatel
@skepticscalpel
@professorashley

Top Replied-To in G5:
@cdc_dash

Top Replied-To in G6:
@gabbyklein1
@michiganacc
@janwly
@minnowwalsh
@centerres
@jkburmeister
@soltysik_rob
@turnitup4me
@majazayeri
@nih

Top Replied-To in G7:
@homeaiinfo
@voxday
@directv
@brexitnoww
@masie_rose
@chandra1vinod
@goldmansachs
@knowhpv
@leftsidestoryus
@cdcgov

Top Replied-To in G8:
@senfranken
@mnhealth

Top Replied-To in G9:
@publichealth
@partnersimpact
@publichealthrts

Top Replied-To in G10:
@cdc_ncezid
@arlenmd
@naresh_sunkara

Top Mentioned
Top Mentioned in Entire Graph:
@cdcgov
@cdcemergency
@fema
@nws
@us_fda
@whitehouse
@hhsgov
@phegov
@deahq
@nih

Top Mentioned in G1:
@cdcgov
@cdcenvironment
@accpinfdprn
@footnanny
@48hours
@cdcemergency
@myplate
@bethgalvinfox5
@usafhealth
@riseuptohiv

Top Mentioned in G2:
@cdcemergency
@cdcgov
@americares
@ccc
@nws
@nola
@nwskeywest
@fema
@femaregion4
@harleyb11

Top Mentioned in G3:
@cdcgov
@fema
@nws
@whitehouse
@cdcemergency
@loganfoss4
@trumpateam1
@910aw
@jbsalackland
@usarmyreserve

Top Mentioned in G4:
@cdcgov
@us_fda
@phegov
@deahq
@hhsgov
@atul_gawande
@skepticscalpel
@secpricemd
@scripe57
@hermithrushsing

Top Mentioned in G5:
@cdcgov
@cdc_dash
@nciprevention
@thenci
@millionheartsus
@prescancerpanel
@nih_orwh
@cdcfound
@cdcemergency
@iamnotafruit

Top Mentioned in G6:
@cdcgov
@nih
@hhsgov
@us_fda
@jkburmeister
@turnitup4me
@gabbyklein1
@cardiology
@annespacecoast
@johngaborme

Top Mentioned in G7:
@cdcgov
@cdc_ehealth
@cdcemergency
@jsirven
@cdcmmwr
@epilepsypros
@cdc_hivaids
@epilepsyfdn
@kaplantestprep_
@ilhamali

Top Mentioned in G8:
@cdcgov
@mnhealth
@senfranken
@umnchildrens
@berrys730
@cdcemergency
@inspiteoftrump

Top Mentioned in G9:
@cdcgov
@publichealth
@astho
@nacchoalerts
@fema_brock
@johnshopkinssph
@ananursingworld
@cdcemergency
@ushahmd
@who

Top Mentioned in G10:
@cdcgov
@cdc_ncezid
@flhealthduval
@cdcemergency
@shea_epi
@apic
@aanp_news
@ourhospitals
@chrissyfarr
@chadterhune

Top Tweeters
Top Tweeters in Entire Graph:
@tomwellborn
@lizzs_lockeroom
@nuevomedio
@gas8128
@libertad717
@farmfairycrafts
@rxbun
@s9tmt
@semanticearth
@nneusj

Top Tweeters in G1:
@rxbun
@s9tmt
@semanticearth
@dalef3
@yayayarndiva
@wildwalkerwoman
@loveleov
@rcrockett
@vipmediaevent
@riggyqueen

Top Tweeters in G2:
@tomwellborn
@thereal_rebel
@lucysullivan888
@npsusa
@rjber15
@rcastle06
@tkl277iztha1
@hugofeijo
@sexyhealthtips
@astwisa

Top Tweeters in G3:
@lizzs_lockeroom
@nuevomedio
@gas8128
@libertad717
@nneusj
@dclarediane
@onahunttoday
@ruthhill74
@nortesur7
@willie_c

Top Tweeters in G4:
@strategicpolicy
@washingtonpost
@israelifreedom
@wi4palin
@magannohate
@italians4trump
@wral
@newsobserver
@clanu2
@jeffrey52095461

Top Tweeters in G5:
@lopezgovlaw
@calvinswine905
@zalache
@saludhealthinfo
@tiffanyandlupus
@miamigives
@lluis1966
@1postpartummama
@cdcstd
@geminiapatterso

Top Tweeters in G6:
@zebrafinch
@artcollisions
@nasa
@lokimaros
@drmarthagulati
@joyfulnoyz
@annespacecoast
@spxcomics
@dreamgbutterfly
@gop

Top Tweeters in G7:
@cristinpereyra
@elverojaguar
@politico
@homeaiinfo
@chandra1vinod
@silviadomi22g
@nhswhistleblowr
@couriertimes
@angelakaplan7
@leftsidestoryus

Top Tweeters in G8:
@penndragonart
@devdam1
@inspiteoftrump
@mimitexasangel
@skrbelly1
@u_megabyte
@wratejames
@tnkabtit
@inforenique
@moorehead_agnes

Top Tweeters in G9:
@tlamb775
@hp_ems
@fireengineering
@publichealthrts
@who
@sharylattkisson
@astho
@harvardchansph
@johnshopkinssph
@ushahmd

Top Tweeters in G10:
@aanp_news
@chrissyfarr
@nfidvaccines
@chadterhune
@ourhospitals
@arlenmd
@apic
@cdc_ncezid
@sccm
@canpci