measles, Twitter, 12/3/2022 11:16:35 PM, 285434


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measles_2022-12-03_15-02-25.xlsx
measles_2022-12-03_15-02-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 03, 2022
Short Description:
measles via NodeXL https://bit.ly/3UtfqfA
@drericding
@sky_lee_1
@jonathanstea
@scientistswanda
@gopleader
@peterhotez
@priyankac19
@sentedcruz
@cdcdirector
@tinu

Top hashtags:
#measles
#longcovid
#vaccineswork
#mumbai
#covid19
#maharashtra
#graysonsartclub
#outbreak

Description:
Description
The graph represents a network of 7,909 Twitter users whose tweets in the requested range contained "measles", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 03 December 2022 at 23:10 UTC.

The requested start date was Saturday, 03 December 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, 17-hour, 49-minute period from Tuesday, 29 November 2022 at 18:00 UTC to Friday, 02 December 2022 at 11:50 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 : 7909
Unique Edges : 4544
Edges With Duplicates : 12012
Total Edges : 16556
Number of Edge Types : 5
Replies to : 1075
Retweet : 5599
MentionsInRetweet : 7251
Tweet : 965
Mentions : 1666
Self-Loops : 1003
Reciprocated Vertex Pair Ratio : 0.00842666666666667
Reciprocated Edge Ratio : 0.0167125026443833
Connected Components : 909
Single-Vertex Connected Components : 420
Maximum Vertices in a Connected Component : 5217
Maximum Edges in a Connected Component : 12765
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 5.158202
Graph Density : 0.000151156686008455
Modularity : 0.539356
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 7,909 Twitter users whose tweets in the requested range contained "measles", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 03 December 2022 at 23:10 UTC.

The requested start date was Saturday, 03 December 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, 17-hour, 49-minute period from Tuesday, 29 November 2022 at 18:00 UTC to Friday, 02 December 2022 at 11:50 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 : measles
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:
[51] https://www.cdc.gov/measles/symptoms/complications.html
[38] https://www.forbes.com/sites/judystone/2022/11/29/what-can-we-learn-from-the-growing-measles-outbreak-in-ohio/
[30] https://www.dispatch.com/story/news/healthcare/2022/11/30/measles-outbreak-in-columbus-increases-to-46-cases/69688457007/
[26] https://www.latimes.com/business/story/2022-11-30/the-anti-vax-movement-is-fostering-a-measles-epidemic
[12] https://twitter.com/DrEricDing/status/1598026844271693824
[11] https://www.cdc.gov/mmwr/volumes/71/wr/mm7147a1.htm?s_cid=mm7147a1_w
[11] https://www.tv9marathi.com/politics/saamana-editorial-on-eknath-shinde-mla-shivsena-measles-au138-834229.html
[10] https://www.washingtonpost.com/opinions/2022/11/30/measles-vaccine-delivery-gap/
[9] https://www.who.int/news/item/23-11-2022-nearly-40-million-children-are-dangerously-susceptible-to-growing-measles-threat
[8] http://newsbusters.org/blogs/nb/pj-gladnick/2022/11/30/measles-cnbcs-jim-cramer-offers-full-flip-flop-covid-dangers

Top URLs in Tweet in G1:
[4] https://twitter.com/DrEricDing/status/1598026844271693824
[4] https://twitter.com/scientistswanda/status/1596873484634054657
[3] https://www.wtol.com/
[3] https://www.newindianexpress.com/nation/2022/nov/30/717-measles-cases-in-maharashtra-so-far-this-year-mumbai-worst-affected-2523679.html
[3] https://www.livemint.com/news/india/mumbai-measles-outbreak-one-more-child-dies-toll-at-11-case-tally-at-220-11669136410824.html
[3] https://twitter.com/DrEricDing/status/1598026844271693824?t=9SVB_-DB12_H7H4GTcremw&s=19
[2] https://www.frontiersin.org/articles/10.3389/fimmu.2022.843342/full
[2] https://journals.asm.org/doi/10.1128/JVI.80.7.3477-3486.2006#:~:text=Dendritic%20cells%20(DCs)%20are%20involved,respiratory%20tract%20to%20lymphatic%20tissues
[2] https://www.cdc.gov/measles/symptoms/complications.html#:~:text=in%20young%20children.-,Encephalitis.,deaf%20or%20with%20intellectual%20disability
[1] https://www.cdc.gov/mmwr/volumes/71/wr/mm7147a1.htm?s_cid=mm7147a1_w

Top URLs in Tweet in G2:
[1] https://apple.news/A09SY2uMXQga4hmxqRoDN4w
[1] https://www.washingtonpost.com/opinions/2022/11/30/measles-vaccine-delivery-gap/
[1] https://twitter.com/nurse_ghost/status/1598061903288627200
[1] https://twitter.com/marshablackburn/status/1597711704108208128
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9376337/

Top URLs in Tweet in G3:
[2] https://winnipeg.ctvnews.ca/video?clipId=2573610&taid=63864b933d8b4e00012d8c84&utm_campaign=trueAnthem%3A+New+Content+%28Feed%29&utm_medium=trueAnthem&utm_source=twitter
[1] https://www.nicd.ac.za/measles-outbreak-update-in-limpopo-and-mpumlanga-province-24-november-2022/
[1] https://www.nicd.ac.za/measles-outbreak-update-in-limpopo-and-mpumalanga-province-1-december-2022/
[1] https://www.nih.gov/news-events/nih-research-matters/measles-vaccine-used-base-experimental-covid-vaccine#:~:text=The%20new%20vaccine%20could%20protect,%E2%80%9D%20says%20co%2Dauthor%20Dr

Top URLs in Tweet in G4:
[3] https://twitter.com/GOPLeader/status/1598091737549148165
[2] https://twitter.com/gopleader/status/1598091737549148165
[2] https://www.washingtonpost.com/opinions/2022/11/30/measles-vaccine-delivery-gap/
[1] https://www.newsweek.com/list-vaccines-mandated-us-military-covid-1641228?amp=1
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9376337/#:~:text=As%20the%20list%20piled%2C%20a,%2C%20and%20influenza%5B17%5D
[1] https://www.newsweek.com/list-vaccines-mandated-us-military-covid-1641228

Top URLs in Tweet in G5:
[7] https://www.dispatch.com/story/news/healthcare/2022/11/30/measles-outbreak-in-columbus-increases-to-46-cases/69688457007/
[6] https://www.latimes.com/business/story/2022-11-30/the-anti-vax-movement-is-fostering-a-measles-epidemic
[5] https://twitter.com/DrEricDing/status/1598026844271693824
[5] https://www.washingtonpost.com/opinions/2022/11/30/measles-vaccine-delivery-gap/
[4] https://www.forbes.com/sites/judystone/2022/11/29/what-can-we-learn-from-the-growing-measles-outbreak-in-ohio/
[4] https://www.forbes.com/sites/judystone/2022/11/29/what-can-we-learn-from-the-growing-measles-outbreak-in-ohio/?utm_source=dlvr.it&utm_medium=twitter
[4] https://live.childrenshealthdefense.org/chd-tv/shows/tea-time/measles-hysteria-is-coming-with-dr-andrew-wakefield/
[4] https://twitter.com/drericding/status/1598026844271693824
[4] https://www.theindiansubcontinent.com/382942
[4] https://news.google.com/__i/rss/rd/articles/CBMinAFodHRwczovL3d3dy5sYXRlc3RseS5jb20vc29jaWFsbHkvaW5kaWEvbmV3cy9hcy1vZi1ub3ctYWxsLXN0YXRlcy1hcmUtZmFjaW5nLW1lYXNsZXMtb3V0YnJlYWstaW4ta2VyYWxhLW1hbGFwcHVyYW0tdGhlLW1vc3QtbGF0ZXN0LXR3ZWV0LWJ5LWFuaS00NTIzOTkwLmh0bWzSAaABaHR0cHM6Ly93d3cubGF0ZXN0bHkuY29tL3NvY2lhbGx5L2luZGlhL25ld3MvYXMtb2Ytbm93LWFsbC1zdGF0ZXMtYXJlLWZhY2luZy1tZWFzbGVzLW91dGJyZWFrLWluLWtlcmFsYS1tYWxhcHB1cmFtLXRoZS1tb3N0LWxhdGVzdC10d2VldC1ieS1hbmktNDUyMzk5MC5odG1sL2FtcA?oc=5

Top URLs in Tweet in G6:
[48] https://www.cdc.gov/measles/symptoms/complications.html
[28] https://www.forbes.com/sites/judystone/2022/11/29/what-can-we-learn-from-the-growing-measles-outbreak-in-ohio/
[15] https://www.latimes.com/business/story/2022-11-30/the-anti-vax-movement-is-fostering-a-measles-epidemic
[12] https://www.dispatch.com/story/news/healthcare/2022/11/30/measles-outbreak-in-columbus-increases-to-46-cases/69688457007/
[4] https://www.dispatch.com/story/news/local/2022/12/01/westerville-city-schools-confirms-measles-case-as-disease-spreads/69691864007/?utm_campaign=snd-autopilot
[4] https://news.un.org/en/story/2022/11/1131002
[3] https://public.tableau.com/app/profile/columbus/viz/MeaslesPublicReport/MeaslesPublicReport
[2] https://www.nbc4i.com/news/local-news/columbus/columbus-measles-cases-rise-to-32/
[2] https://promedmail.org/promed-post/?id=20221128.8706948
[2] https://www.dispatch.com/story/news/local/2022/12/01/measles-outbreak-in-columbus-ohio-is-growing-what-to-know/69692116007/

Top URLs in Tweet in G7:
[10] https://www.cdc.gov/mmwr/volumes/71/wr/mm7147a1.htm?s_cid=mm7147a1_w
[5] https://www.who.int/news/item/23-11-2022-nearly-40-million-children-are-dangerously-susceptible-to-growing-measles-threat
[3] https://www.cdc.gov/media/releases/2022/p1123-measles-threat.html
[3] https://trib.al/sh3owgK
[2] https://publications.aap.org/aapnews/news/22808/CDC-stresses-importance-of-measles-vaccination-as/
[2] https://www.cdc.gov/measles/symptoms/complications.html
[1] https://www.cdc.gov/globalhealth/measles/index.html
[1] https://www.qmul.ac.uk/media/news/2022/smd/action-needed-to-tackle-neighbourhood-hotspots-where-fewer-than-60-of-children-receive-first-mmr-vaccine-on-time.html
[1] https://twitter.com/yoncabulutmd/status/1597836855000838145
[1] https://www.washingtonpost.com/health/2022/11/30/polio-wastewater-testing/

Top URLs in Tweet in G8:
[11] https://www.tv9marathi.com/politics/saamana-editorial-on-eknath-shinde-mla-shivsena-measles-au138-834229.html
[2] https://www.freepressjournal.in/mumbai/navi-mumbai-nmmc-identifies-four-measles-affected-areas
[2] https://www.saamtv.com/maharashtra/so-far-96-suspected-patients-of-measles-disease-have-been-found-and-7-patients-are-positive-in-aurangabad-srt97
[2] https://www.esakal.com/maharashtra/717-cases-of-measles-in-maharashtra-10-children-died-at-mumbai-bam92
[1] https://twitter.com/priyankac19/status/1598199493198872576
[1] https://www.freepressjournal.in/mumbai/mumbai-30-measles-beds-occupied
[1] https://www.freepressjournal.in/mumbai/mumbai-13l-measles-vax-doses-with-state-for-regular-special-jabs
[1] https://www.freepressjournal.in/mumbai/measles-outbreak-21-month-old-succumbs-during-treatment-2nd-death-reported-from-thane
[1] https://lokmat.news18.com/maharashtra/measles-that-came-to-mumbai-is-now-spreading-across-the-state-speedly-viral-in-aurangabad-mhsr-794139.html
[1] https://www.saamtv.com/mumbai-pune/mumbai-latest-news-govar-measles-disease-one-more-child-died-in-wadala-ssd92

Top URLs in Tweet in G10:
[1] https://twitter.com/ajijaakwe/status/1598193969250594816
[1] https://twitter.com/DrEricDing/status/1598026844271693824
[1] https://www.columbus.gov/publichealth/programs/Infectious-Disease-Investigation/Measles-Information/
[1] https://www.dispatch.com/story/news/healthcare/2022/11/30/measles-outbreak-in-columbus-increases-to-46-cases/69688457007/

Top Domains
Top Domains in Tweet in Entire Graph:
[186] twitter.com
[76] cdc.gov
[48] forbes.com
[39] dispatch.com
[32] latimes.com
[29] toi.in
[27] indiatimes.com
[22] youtube.com
[17] co.uk
[16] nbc4i.com

Top Domains in Tweet in G1:
[20] twitter.com
[4] cdc.gov
[4] wtol.com
[3] newindianexpress.com
[3] livemint.com
[3] latestly.com
[2] nbc4i.com
[2] frontiersin.org
[2] asm.org
[2] toi.in

Top Domains in Tweet in G2:
[2] twitter.com
[1] apple.news
[1] washingtonpost.com
[1] nih.gov

Top Domains in Tweet in G3:
[2] ac.za
[2] ctvnews.ca
[1] nih.gov

Top Domains in Tweet in G4:
[5] twitter.com
[2] newsweek.com
[2] washingtonpost.com
[1] nih.gov

Top Domains in Tweet in G5:
[65] twitter.com
[11] indiatimes.com
[10] forbes.com
[10] google.com
[10] documentsdelivered.com
[8] dispatch.com
[6] msn.com
[6] latimes.com
[5] childrenshealthdefense.org
[5] washingtonpost.com

Top Domains in Tweet in G6:
[48] cdc.gov
[28] forbes.com
[18] dispatch.com
[15] latimes.com
[7] twitter.com
[4] un.org
[3] tableau.com
[2] nbc4i.com
[2] promedmail.org
[1] flutrackers.com

Top Domains in Tweet in G7:
[17] cdc.gov
[5] who.int
[3] twitter.com
[3] trib.al
[2] aap.org
[2] familydoctor.org
[1] ac.uk
[1] washingtonpost.com
[1] vaxopedia.org
[1] mprnews.org

Top Domains in Tweet in G8:
[11] tv9marathi.com
[5] freepressjournal.in
[5] saamtv.com
[3] india.com
[3] esakal.com
[1] twitter.com
[1] news18.com
[1] youtube.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1378] measles
[136] longcovid
[117] vaccineswork
[73] mumbai
[72] covid19
[69] maharashtra
[36] graysonsartclub
[34] outbreak
[29] health
[26] kerala



Top Hashtags in Tweet in G1:
[793] measles
[91] vaccineswork
[17] ohio
[12] gymjordan
[5] maharashtra
[5] mumbai
[4] immune
[4] amnesia
[3] covid19
[2] republicans

Top Hashtags in Tweet in G2:
[21] measles
[1] gopbetrayedamerica
[1] nuremberg2
[1] vaccines
[1] vaccinesideeffects
[1] crimesagainsthumanity

Top Hashtags in Tweet in G3:
[7] measles
[2] measlesoutbreakupdate
[1] vaccineswork

Top Hashtags in Tweet in G4:
[15] measles
[1] goplies
[1] vaccineswork

Top Hashtags in Tweet in G5:
[86] measles
[16] mumbai
[15] maharashtra
[14] health
[10] 亚博体育
[8] chukkunews
[8] keralanews
[8] breakingnews
[8] breakingnewskerala
[8] newsfromdistricts

Top Hashtags in Tweet in G6:
[86] measles
[27] outbreak
[3] vaccines
[3] publichealth
[3] vaccineswork
[3] covid19
[2] ohio
[2] vaccinate
[2] vaccinessavelives
[1] columbusoh

Top Hashtags in Tweet in G7:
[51] measles
[50] covid19
[21] afghanistan
[9] children
[8] vaccineswork
[5] foreverychild
[4] diagnostics
[3] kandahar
[2] vaccine
[1] stopthespots

Top Hashtags in Tweet in G8:
[21] measles
[13] maharashtra
[12] maharashtrapolitics
[9] mumbai
[8] marathinews
[6] measlesoutbreak
[5] measlesdisease
[4] health
[4] vaccine
[3] mumbainews

Top Hashtags in Tweet in G10:
[134] longcovid
[4] measles
[1] myalgicencephalomyelitis
[1] fibromyalgia
[1] postviralsyndrome

Top Words
Top Words in Tweet in Entire Graph:
[5804] measles
[2106] vaccine
[1523] vaccines
[1424] cases
[1400] covid
[1378] #measles
[1345] polio
[1268] outbreak
[1051] adenovirus
[1025] ohio

Top Words in Tweet in G1:
[1109] measles
[848] drericding
[793] #measles
[678] outbreak
[674] columbus
[667] cases
[656] school
[654] ohio
[651] 12
[651] confirmed

Top Words in Tweet in G2:
[928] vaccines
[870] right
[869] camp
[869] away
[869] boot
[868] list
[863] sky_lee_1
[722] adenovirus
[704] covid
[681] 19

Top Words in Tweet in G3:
[1050] vaccine
[547] measles
[519] polio
[517] jonathanstea
[512] tetanus
[509] 10
[508] ways
[508] immune
[508] boost
[508] system

Top Words in Tweet in G4:
[627] measles
[571] mumps
[567] rubella
[487] hepatitis
[425] gopleader
[276] meningococcal
[251] adenovirus
[249] influenza
[239] poliovirus
[220] irishrygirl

Top Words in Tweet in G5:
[417] measles
[102] य
[88] र
[86] #measles
[80] cases
[76] त
[75] म
[73] children
[71] क
[68] vaccine

Top Words in Tweet in G6:
[215] measles
[211] peterhotez
[141] covid
[136] cases
[135] vaccine
[121] hiltzikm
[107] anti
[107] propaganda
[105] outbreak
[102] number

Top Words in Tweet in G7:
[180] measles
[127] children
[95] million
[79] cdcgov
[76] vaccine
[62] health
[61] cdcdirector
[59] vaccinated
[55] lives
[54] first

Top Words in Tweet in G8:
[177] priyankac19
[165] य
[133] र
[130] त
[109] state
[101] ग
[96] measles
[77] न
[73] व
[73] vaccination

Top Words in Tweet in G9:
[167] polio
[167] measles
[166] cdc
[166] nbsaphiermd
[165] childhood
[165] vax
[164] contributor
[164] rates
[164] jeopardized
[164] biggest

Top Words in Tweet in G10:
[536] long
[167] measles
[135] saw
[134] tinu
[134] #longcovid
[134] cold
[134] ask
[134] come
[134] flu
[134] someone

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1137] measles,outbreak
[931] boot,camp
[928] away,boot
[928] right,away
[928] list,vaccines
[840] measles,vaccine
[818] measles,mumps
[770] covid,19
[751] columbus,ohio
[738] mumps,rubella

Top Word Pairs in Tweet in G1:
[662] measles,outbreak
[658] drericding,measles
[649] outbreak,officials
[649] daycare,school
[649] school,locations
[649] cases,found
[649] officials,columbus
[649] columbus,ohio
[649] 32,#measles
[649] confirmed,32

Top Word Pairs in Tweet in G2:
[869] boot,camp
[868] list,vaccines
[868] right,away
[868] away,boot
[680] covid,19
[678] camp,adenovirus
[678] types,covid
[678] adenovirus,types
[677] vaccines,receive
[677] receive,right

Top Word Pairs in Tweet in G3:
[514] measles,vaccine
[509] vaccine,measles
[509] tetanus,vaccine
[509] vaccine,polio
[508] immune,system
[508] ways,boost
[508] system,tetanus
[508] boost,immune
[506] doctors,amazed
[506] 10,ways

Top Word Pairs in Tweet in G4:
[566] measles,mumps
[560] mumps,rubella
[269] rubella,meningococcal
[242] influenza,measles
[240] hepatitis,influenza
[239] meningococcal,poliovirus
[238] adenovirus,hepatitis
[237] hepatitis,hepatitis
[170] rubella,polio
[168] country,less

Top Word Pairs in Tweet in G5:
[51] measles,outbreak
[24] य,त
[24] measles,cases
[22] cases,measles
[21] measles,vaccine
[16] ग,वरच
[16] measles,mumps
[16] lt,lt
[15] gt,gt
[14] mumps,rubella

Top Word Pairs in Tweet in G6:
[100] covid,vaccine
[99] americans,lost
[99] refused,covid
[99] staggering,hotez
[99] lost,lives
[99] number,americans
[99] vaccine,staggering
[99] lives,refused
[99] hotez,told
[98] peterhotez,number

Top Word Pairs in Tweet in G7:
[52] measles,vaccine
[49] million,children
[49] vaccinated,measles
[48] children,currently
[48] #covid19,impacted
[48] much,#covid19
[48] number,children
[48] under,vaccinated
[48] currently,under
[48] health,care

Top Word Pairs in Tweet in G8:
[48] ensure,vaccination
[48] war,footing
[47] taken,war
[47] vaccination,taken
[45] task,force
[44] read,article
[44] goals,please
[44] self,goals
[44] article,fully
[44] state,chief

Top Word Pairs in Tweet in G9:
[166] measles,polio
[164] biggest,contributor
[164] polio,rates
[164] contributor,childhood
[164] cdc,biggest
[164] vax,measles
[164] rates,jeopardized
[164] childhood,vax
[164] nbsaphiermd,cdc
[163] jeopardized,credibil

Top Word Pairs in Tweet in G10:
[134] saw,someone
[134] pneumonia,long
[134] long,pneumonia
[134] come,long
[134] long,measles
[134] flu,long
[134] cold,long
[134] #longcovid,come
[134] ask,#longcovid
[134] long,flu

Top Replied-To
Top Replied-To in Entire Graph:
@gopleader
@marshablackburn
@sentedcruz
@drericding
@ericmmatheny
@cdcdirector
@jim_jordan
@johnrich
@foxnews
@hodgetwins

Top Replied-To in G1:
@drericding
@drtraceyk
@portarican_rt
@surereality
@annamolly45
@billclinton
@yash25571056
@tanaishaj
@shannonsresist
@vonboo5

Top Replied-To in G2:
@sentedcruz
@marshablackburn
@catturd2
@alendersadloner
@gopleader
@traderzod
@sky_lee_1
@mjs_p51
@nelsonandre
@amoneyresists

Top Replied-To in G3:
@ben19662217
@jonathanstea
@gillianmckeith
@quessy_chris
@aaronhoyland
@healforfreedom
@justinblack331
@hislopmd
@jennjmarks
@dogcatwi

Top Replied-To in G4:
@gopleader
@marshablackburn
@repmtg
@sentedcruz
@ferrazzanojay
@irishrygirl
@mortalcassie
@seanhannity
@robanderson2018
@marston4ca42

Top Replied-To in G5:
@access_vaccine

Top Replied-To in G6:
@aetiology
@darreldrowland
@chantalsaucier
@latimes
@florian_krammer
@69l46
@forlorn_theresa
@drmroberts
@doritmi
@kristenjayne1

Top Replied-To in G7:
@cdcdirector
@cdcgov
@alwayscoldcasey
@1976firestorm
@christy071877
@felly500
@who
@laurajean591
@hhsgov

Top Replied-To in G8:
@priyankac19
@shivsena

Top Replied-To in G9:
@nbsaphiermd

Top Replied-To in G10:
@tinu
@ajijaakwe
@drericding

Top Mentioned
Top Mentioned in Entire Graph:
@sky_lee_1
@drericding
@jonathanstea
@gopleader
@sentedcruz
@irishrygirl
@peterhotez
@priyankac19
@newjeffct
@nbsaphiermd

Top Mentioned in G1:
@drericding
@scientistswanda
@drtraceyk
@laurie_garrett
@yash25571056
@billclinton
@grguenter
@sky_lee_1
@judith_feyjude
@obrien70p

Top Mentioned in G2:
@sky_lee_1
@sentedcruz
@drericding
@catturd2
@irishrygirl
@kenbax47
@marshablackburn
@ionsancho1
@candochichi
@ciaomiabella17

Top Mentioned in G3:
@jonathanstea
@aaronhoyland
@hislopmd
@sky_lee_1
@drericding
@sciencefotw
@peterhotez
@scientistswanda
@tindall_peter
@medicalmedium

Top Mentioned in G4:
@gopleader
@irishrygirl
@newjeffct
@alt_uscis
@sentedcruz
@marshablackburn
@drericding
@sky_lee_1
@sallydeal4
@ferrazzanojay

Top Mentioned in G5:
@ehapurnews
@sterlinggate
@pradaaninn
@mnphifer
@the_newsmill
@truthseeker106
@marthajadams
@policenama1

Top Mentioned in G6:
@peterhotez
@hiltzikm
@latimes
@florian_krammer
@aetiology
@forbes
@drjudystone
@dispatchalerts
@sky_lee_1
@drericding

Top Mentioned in G7:
@cdcgov
@cdcdirector
@who
@whoafghanistan
@cdcmmwr
@whophilippines
@bylenasun
@aafp
@unicef
@poliofreeafghan

Top Mentioned in G8:
@priyankac19
@pallavict
@authackeray
@tv9marathi
@mieknathshinde
@priyanka_office
@cmomaharashtra
@tanajisawant4mh
@sakalmedianews
@srmishra319

Top Mentioned in G9:
@nbsaphiermd

Top Mentioned in G10:
@tinu
@ajijaakwe
@drericding
@peterhotez
@nogakhen

Top Tweeters
Top Tweeters in Entire Graph:
@matthewtwihard
@monicasloves
@cagney1991
@cyberanonymous
@yarosisnancy
@lizditz
@angelamortimer2
@httweets
@toicitiesnews
@stockguy61

Top Tweeters in G1:
@yarosisnancy
@mayirmamay14
@sar_oso
@jrbkjrbk
@morgfair
@samhainnight
@honeybadger10
@npsusa
@mrtachilles
@cmargaronis

Top Tweeters in G2:
@monicasloves
@cagney1991
@stockguy61
@washumom
@princessbravato
@micjojd
@tottenbill
@debr3322
@joekoffee
@squirrel1110

Top Tweeters in G3:
@kak089
@kaffe_takk
@locou9
@chuckw12
@mschleifer13
@splendentsweven
@jchilton666
@scottzpinkrose
@kenwarnock
@quixoticgeek

Top Tweeters in G4:
@lechatnoire4
@aprylsmithts
@boandsunny
@ancientbob
@debbiesva
@ncfarmer321
@calrtipper
@textifyer59
@50smag
@sharonflink

Top Tweeters in G5:
@malliardreport
@dev_discourse
@rvp
@thedextazlab
@timesnow
@indiatvnews
@drpatfarrell
@jdignum
@sandralhanlon
@financialxpress

Top Tweeters in G6:
@lizditz
@amyayers16
@cnbsnana
@sallyagale
@belladonamodels
@roripierpont1
@trumpwatchnews
@sba1211
@abramson1234
@persistentpengn

Top Tweeters in G7:
@eilonwy24
@tyberzannxxxx
@sweeper53
@gwinniejones
@_strate
@monitor_ph
@jjmanring
@ap
@pash22
@rickdav41117830

Top Tweeters in G8:
@ndsolanki
@jpulasaria
@triprr
@news18india
@dhirandrasawan
@fpjindia
@jumbutweeple
@shobhits89
@factpratikdwiv
@tv9marathi

Top Tweeters in G9:
@blisstabitha
@daniellenorgedm
@dawnegray3
@ia_vets
@pabloleslie
@homestead28
@johnnydollar01
@judith5519
@janvinjoey
@choochoolife

Top Tweeters in G10:
@lianabrooks
@jrweaver55
@tinu
@light_angel_12
@photolawn
@john_chu
@la_knight89
@pwsimerimiaw
@serendipityx6
@crabcakes0455


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