measles, Twitter, 12/10/2022 11:21:30 PM, 285987
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measles_2022-12-10_15-02-25.xlsx
measles_2022-12-10_15-02-25.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
December 10, 2022
Short Description:
measles via NodeXL https://bit.ly/3Pe78Hn
@timspector
@conversationuk
@helenbranswell
@marshablackburn
@who
@dgurdasani1
@doritmi
@jeffgilchrist
@caulfieldtim
@foxgrrl

Top hashtags:
#measles
#vaccinations
#pandemic
#misinformation
#getvaccinated
#vaccineswork
#ohio

Description:
Description
The graph represents a network of 8,311 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, 10 December 2022 at 23:14 UTC.

The requested start date was Saturday, 10 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, 19-hour, 31-minute period from Tuesday, 06 December 2022 at 16:12 UTC to Friday, 09 December 2022 at 11:44 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 : 8311
Unique Edges : 5739
Edges With Duplicates : 10702
Total Edges : 16441
Number of Edge Types : 5
Retweet : 4507
MentionsInRetweet : 5893
Tweet : 1426
Replies to : 1700
Mentions : 2915
Self-Loops : 1464
Reciprocated Vertex Pair Ratio : 0.0146383160594081
Reciprocated Edge Ratio : 0.0288542544229149
Connected Components : 1305
Single-Vertex Connected Components : 649
Maximum Vertices in a Connected Component : 4815
Maximum Edges in a Connected Component : 11383
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 7.681543
Graph Density : 0.000137494839961711
Modularity : 0.579784
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 8,311 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, 10 December 2022 at 23:14 UTC.

The requested start date was Saturday, 10 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, 19-hour, 31-minute period from Tuesday, 06 December 2022 at 16:12 UTC to Friday, 09 December 2022 at 11:44 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:
[176] https://www.cnn.com/2022/12/06/health/measles-outbreak-spreads-ohio/index.html
[63] https://www.news5cleveland.com/news/politics/ohio-politics/ohio-doctor-misinformation-contributing-to-states-measles-outbreak
[49] https://www.walesonline.co.uk/news/uk-news/measles-declared-imminent-global-threat-25700662?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[40] https://theconversation.com/measles-why-the-world-health-organization-has-declared-it-an-imminent-global-threat-195499?utm_source=twitter&utm_medium=bylinetwitterbutton
[33] https://www.cbc.ca/news/canada/london/immune-amnesia-measles-research-1.6670701
[29] https://ohiocapitaljournal.com/2022/12/07/ohio-doctor-misinformation-contributing-to-states-measles-outbreak/
[28] https://www.cidrap.umn.edu/news-perspective/2022/12/ohio-measles-outbreak-sickens-least-50-kids-all-unvaccinated
[24] https://theconversation.com/measles-why-the-world-health-organization-has-declared-it-an-imminent-global-threat-195499
[23] https://www.breitbart.com/clips/2022/12/07/murphy-gops-attack-on-vaccines-will-cause-polio-measles-rubella-outbreaks-in-schools/
[21] https://www.embopress.org/doi/full/10.15252/msb.202210961

Top URLs in Tweet in G1:
[36] https://www.cnn.com/2022/12/06/health/measles-outbreak-spreads-ohio/index.html
[13] https://abcnews.go.com/Health/63-children-sick-measles-ohio/story?id=94786263
[9] https://www.breitbart.com/clips/2022/12/07/murphy-gops-attack-on-vaccines-will-cause-polio-measles-rubella-outbreaks-in-schools/
[7] https://theconversation.com/measles-why-the-world-health-organization-has-declared-it-an-imminent-global-threat-195499
[7] https://www.cnn.com/2022/12/06/health/measles-outbreak-spreads-ohio
[5] https://twitter.com/brownhospmed/status/1600555033573179392
[5] https://edition.cnn.com/2022/12/06/health/measles-outbreak-spreads-ohio
[5] https://tweetedtimes.com/media/cnn/health
[4] https://www.news5cleveland.com/news/politics/ohio-politics/ohio-doctor-misinformation-contributing-to-states-measles-outbreak
[4] https://www.psu.edu/news/research/story/nearly-40-million-children-are-dangerously-susceptible-measles-threat-grows/?source=Snapzu

Top URLs in Tweet in G2:
[1] https://pubmed.ncbi.nlm.nih.gov/34129794/
[1] http://abcnews.go.com/Health/63-children-sick-measles-ohio/story?id=94786263
[1] https://www.cnn.com/2022/12/06/health/measles-outbreak-spreads-ohio
[1] https://www.sciencedirect.com/science/article/pii/S1054880718302321#:~:text=Acute%20eosinophilic%20myocarditis%20may%20be%20induced%20by%20tetanus%20toxoid%20immunization.&text=An%20endomyocardial%20biopsy%20is%20critical%20for%20early%20diagnosis%20and%20prompt%20treatment.&text=The%20clinical%20significance%20of%20vaccine%2Dassociated%20myocarditis%20should%20be%20recognized
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6437672/
[1] https://khn.org/news/article/covid-autoimmune-virus-rogue-antibodies-cytokine-storm-severe-disease/
[1] https://twitter.com/timspector/status/1600040034958286848
[1] https://www.cbc.ca/news/canada/london/immune-amnesia-measles-research-1.6670701
[1] https://www.walesonline.co.uk/news/uk-news/measles-declared-imminent-global-threat-25700662?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2199052/

Top URLs in Tweet in G3:
[4] https://www.news5cleveland.com/news/politics/ohio-politics/ohio-doctor-misinformation-contributing-to-states-measles-outbreak
[1] https://apple.news/ASyIDlFuqSjS7waP1iGRhmQ
[1] https://abcnews.go.com/Health/63-children-sick-measles-ohio/story?id=94786263&cid=social_twitter_abcn
[1] https://www.nashville.gov/departments/health/school-health/school-immunizations
[1] https://www.nbc4i.com/news/local-news/columbus/measles-cases-up-to-58-in-central-ohio-three-in-partially-vaccinated-kids/amp/
[1] https://www.cnn.com/2022/12/06/health/measles-outbreak-spreads-ohio/index.html
[1] https://6abc.com/ohio-measles-outbreak-reaches-63-cases/12545588/
[1] https://www.cidrap.umn.edu/measles/ohio-measles-outbreak-sickens-least-50-kids-all-unvaccinated
[1] https://www.wdtn.com/news/ohio/measles-cases-up-to-59-in-central-ohio/
[1] https://twitter.com/GovGianforte/status/1599927853885407232

Top URLs in Tweet in G4:
[37] https://www.news5cleveland.com/news/politics/ohio-politics/ohio-doctor-misinformation-contributing-to-states-measles-outbreak
[36] https://theconversation.com/measles-why-the-world-health-organization-has-declared-it-an-imminent-global-threat-195499?utm_source=twitter&utm_medium=bylinetwitterbutton
[19] https://www.embopress.org/doi/full/10.15252/msb.202210961
[4] https://ohiocapitaljournal.com/2022/12/07/ohio-doctor-misinformation-contributing-to-states-measles-outbreak/
[2] https://theconversation.com/measles-why-the-world-health-organization-has-declared-it-an-imminent-global-threat-195499
[2] https://public.tableau.com/app/profile/columbus/viz/MeaslesPublicReport/MeaslesPublicReport?publish=yes
[2] https://www.nbc4i.com/news/local-news/columbus/three-more-measles-cases-reported-in-central-ohio-total-at-18/
[1] https://theconversation.com/measles-why-the-world-health-organization-has-declared-it-an-imminent-global-threat-195499?utm_medium=amptwitter&utm_source=twitter
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41590-022-01184-4
[1] https://www.scientificamerican.com/article/how-to-compare-covid-deaths-for-vaccinated-and-unvaccinated-people/

Top URLs in Tweet in G5:
[45] https://www.walesonline.co.uk/news/uk-news/measles-declared-imminent-global-threat-25700662?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar
[2] https://www.news5cleveland.com/news/politics/ohio-politics/ohio-doctor-misinformation-contributing-to-states-measles-outbreak
[2] https://beta.ctvnews.ca/local/edmonton/2022/11/3/1_6137246.amp.html
[1] https://www.youtube.com/watch?v=DLAXwU6jR6A&feature=youtu.be

[1] https://twitter.com/RosettaCeesay/status/1600975033933107200

Top URLs in Tweet in G6:
[3] https://public.tableau.com/app/profile/columbus/viz/MeaslesPublicReport/MeaslesPublicReport?publish=yes
[3] https://myfox28columbus.com/news/local/59-measles-cases-reported-in-3-central-ohio-counties-on-wednesday-unvaccinated-partially-vaccinated-children-23-hospitalizations-columbus-franklin-ross-richland
[3] https://www.cdc.gov/measles/vaccination.html
[2] https://twitter.com/HelenBranswell/status/1600686202553651200
[2] https://www.news5cleveland.com/news/politics/ohio-politics/ohio-doctor-misinformation-contributing-to-states-measles-outbreak
[2] https://www.nbc4i.com/news/local-news/columbus/ohio-measles-outbreak-up-to-63-cases/
[1] https://twitter.com/HelenBranswell/status/1600686202553651200?t=x9O4bRvCFmgPAaKIVQo2pA&s=19
[1] https://twitter.com/CodyLillich/status/1565378169061797888
[1] https://www.cidrap.umn.edu/measles/measles-cases-rise-columbus-ohio-outbreak
[1] https://www150.statcan.gc.ca/n1/pub/82-624-x/2015001/article/14218-eng.htm

Top URLs in Tweet in G7:
[2] https://www.gavi.org/vaccineswork/measles-why-world-health-organization-has-declared-it-imminent-global-threat
[2] http://with.It
[2] https://khusoko.com/2022/12/07/kenya-on-overdrive-to-vaccinate-as-measles-rubella-outbreaks-spread/
[1] https://twitter.com/MOH_Kenya/status/1599703298487234561
[1] https://us02web.zoom.us/webinar/register/WN_xNzCceyZTM2QghUzJYP6xQ
[1] https://twitter.com/VaccinesKenya/status/1600716053071691777
[1] https://twitter.com/DoctorReign/status/1600003549416390656
[1] https://twitter.com/MOH_Kenya/status/1601071867020083201
[1] https://twitter.com/MOH_Kenya/status/1600764776468353024
[1] https://africa-newsroom.com/press/kenya-rolls-out-tenday-measlesrubella-campaign-across-seven-counties?lang=en

Top URLs in Tweet in G8:
[28] https://www.cbc.ca/news/canada/london/immune-amnesia-measles-research-1.6670701
[3] https://www.nbcnews.com/health/health-news/measles-imminent-global-threat-due-pandemic-cdc-who-rcna58576
[2] https://www.10tv.com/article/news/health/possible-measles-exposures-in-columbus/530-3b5ce672-c52a-4067-b7dc-1dc87174a78e
[2] https://www.cnn.com/2022/12/06/health/measles-outbreak-spreads-ohio
[1] https://pubmed.ncbi.nlm.nih.gov/34129794/
[1] https://www.walesonline.co.uk/news/uk-news/measles-declared-imminent-global-threat-25700662
[1] https://www.news5cleveland.com/news/politics/ohio-politics/ohio-doctor-misinformation-contributing-to-states-measles-outbreak
[1] https://abc6onyourside.com/news/local/59-measles-cases-reported-in-3-central-ohio-counties-on-wednesday-unvaccinated-partially-vaccinated-children-23-hospitalizations-columbus-franklin-ross-richland
[1] https://ohiocapitaljournal.com/2022/12/07/ohio-doctor-misinformation-contributing-to-states-measles-outbreak/
[1] https://www.nbc4i.com/news/local-news/measles-has-now-infected-partially-vaccinated-kids-in-central-ohio/

Top URLs in Tweet in G9:
[5] https://columbus.gov/measles
[3] https://6abc.com/ohio-measles-outbreak-reaches-63-cases/12545588/?ex_cid=TA_WPVI_TW&taid=6392a4c542021e0001d24329&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://news.wosu.org/show/all-sides-with-ann-fisher/2022-12-07/wellness-wednesday-measles-outbreak-continues-to-expand-in-columbus
[1] https://www.nicd.ac.za/south-african-measles-outbreak-2022-measles-outbreak-in-four-provinces/
[1] https://www.nicd.ac.za/measles-cases-and-measles-outbreaks-in-south-africa-17-november-2022/
[1] https://www.nicd.ac.za/measles-outbreak-update-in-limpopo-and-mpumalanga-province-1-december-2022/
[1] https://www.nicd.ac.za/measles-outbreak-update-in-limpopo-and-mpumlanga-province-24-november-2022/
[1] https://twitter.com/DrMRoberts/status/1600611170330808322
[1] https://twitter.com/DrMRoberts/status/1600516553837084673
[1] https://trib.al/6SCW5fp

Top URLs in Tweet in G10:
[21] https://ohiocapitaljournal.com/2022/12/07/ohio-doctor-misinformation-contributing-to-states-measles-outbreak/
[3] https://theconversation.com/measles-why-the-world-health-organization-has-declared-it-an-imminent-global-threat-195499
[1] https://www.embopress.org/doi/full/10.15252/msb.202210961
[1] https://observer.com/2019/06/bernard-lisa-selz-philanthropists-anti-vaxx-supporters/

Top Domains
Top Domains in Tweet in Entire Graph:
[215] cnn.com
[207] twitter.com
[66] news5cleveland.com
[65] theconversation.com
[61] co.uk
[41] co.za
[41] umn.edu
[35] cbc.ca
[30] ohiocapitaljournal.com
[28] go.com

Top Domains in Tweet in G1:
[79] twitter.com
[57] cnn.com
[18] go.com
[15] blogspot.com
[13] co.za
[10] breitbart.com
[9] smartnews.com
[9] google.com
[7] theconversation.com
[7] documentsdelivered.com

Top Domains in Tweet in G2:
[3] nih.gov
[2] twitter.com
[2] asm.org
[1] go.com
[1] cnn.com
[1] sciencedirect.com
[1] khn.org
[1] cbc.ca
[1] co.uk
[1] nature.com

Top Domains in Tweet in G3:
[4] news5cleveland.com
[3] twitter.com
[1] apple.news
[1] go.com
[1] nashville.gov
[1] nbc4i.com
[1] cnn.com
[1] 6abc.com
[1] umn.edu
[1] wdtn.com

Top Domains in Tweet in G4:
[39] theconversation.com
[38] news5cleveland.com
[19] embopress.org
[9] twitter.com
[4] ohiocapitaljournal.com
[2] sciencebasedmedicine.org
[2] tableau.com
[2] nbc4i.com
[1] nature.com
[1] scientificamerican.com

Top Domains in Tweet in G5:
[45] co.uk
[2] news5cleveland.com
[2] ctvnews.ca
[1] youtube.com
[1] twitter.com

Top Domains in Tweet in G6:
[6] twitter.com
[3] tableau.com
[3] myfox28columbus.com
[3] nbc4i.com
[3] cdc.gov
[2] news5cleveland.com
[1] umn.edu
[1] gc.ca
[1] reuters.com
[1] co.uk

Top Domains in Tweet in G7:
[6] twitter.com
[2] gavi.org
[2] with.it
[2] khusoko.com
[1] zoom.us
[1] africa-newsroom.com
[1] ma3route.com

Top Domains in Tweet in G8:
[29] cbc.ca
[4] 10tv.com
[3] nbcnews.com
[3] cnn.com
[1] nih.gov
[1] co.uk
[1] news5cleveland.com
[1] abc6onyourside.com
[1] ohiocapitaljournal.com
[1] nbc4i.com

Top Domains in Tweet in G9:
[5] columbus.gov
[4] ac.za
[3] twitter.com
[3] 6abc.com
[3] cnn.com
[2] wosu.org
[1] trib.al
[1] thesouthafrican.com
[1] nps.gov
[1] gov.za

Top Domains in Tweet in G10:
[21] ohiocapitaljournal.com
[3] theconversation.com
[1] embopress.org
[1] observer.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[586] measles
[57] vaccinations
[50] pandemic
[38] misinformation
[37] getvaccinated
[34] vaccineswork
[32] ohio
[28] longcovid
[23] vaccine
[21] 今年一年あなたの心を支えたもの



Top Hashtags in Tweet in G1:
[48] measles
[21] 今年一年あなたの心を支えたもの
[12] health
[9] vaccineswork
[7] news
[7] smartnews
[7] measlesoutbreak
[7] chukkunews
[7] keralanews
[7] breakingnews

Top Hashtags in Tweet in G2:
[2] measles

Top Hashtags in Tweet in G3:
[5] ohio
[2] gop
[2] mtnews
[2] mtpol
[2] fckputin
[1] gopidiocy
[1] measles
[1] misinformation
[1] snowflake
[1] winning

Top Hashtags in Tweet in G4:
[28] misinformation
[27] measles
[5] covid19
[3] covidvaccine
[2] vaccineswork
[1] vaccination
[1] getvaccinated
[1] vaccines

Top Hashtags in Tweet in G5:
[2] misinformation

Top Hashtags in Tweet in G6:
[179] measles
[1] misinformation

Top Hashtags in Tweet in G7:
[50] measles
[13] vaccine
[11] vaccinatetoprotect
[10] eliminatemeasles
[6] ceba
[6] phc
[6] rmncah
[4] vaccinated
[4] children
[2] vaccineswork

Top Hashtags in Tweet in G8:
[1] measles
[1] misinformation

Top Hashtags in Tweet in G9:
[8] measles
[6] measlesoutbreakupdate
[3] ohio
[2] mmr
[2] vaccine
[1] vaccinated
[1] herpes
[1] hsv
[1] measlesoutbreak
[1] hepatitis

Top Hashtags in Tweet in G10:
[1] measles
[1] pandemic
[1] vaccinations

Top Words
Top Words in Tweet in Entire Graph:
[5600] measles
[1351] covid
[1260] outbreak
[977] children
[951] immune
[938] flu
[930] ohio
[901] hepatitis
[837] vaccines
[835] vaccine

Top Words in Tweet in G1:
[730] measles
[185] outbreak
[184] children
[157] ohio
[115] more
[79] vaccines
[79] cases
[78] central
[76] vaccine
[73] vaccination

Top Words in Tweet in G2:
[457] immune
[439] covid
[421] timspector
[416] system
[412] infections
[411] flu
[402] colds
[394] strep
[391] 19
[391] related

Top Words in Tweet in G3:
[424] hepatitis
[415] measles
[282] mumps
[247] influenza
[206] adenovirus
[195] rubella
[191] marshablackburn
[173] vaccines
[169] meningococcal
[156] military

Top Words in Tweet in G4:
[309] measles
[112] outbreak
[105] ohio
[92] children
[86] unvaccinated
[71] 20
[66] 56
[65] global
[64] health
[64] world

Top Words in Tweet in G5:
[282] measles
[233] flu
[210] things
[209] viral
[209] dgurdasani1
[208] between
[208] messed
[208] illnesses
[208] 50
[208] 90

Top Words in Tweet in G6:
[209] helenbranswell
[191] outbreak
[179] #measles
[162] case
[160] count
[155] columbus
[138] 17
[132] 59
[128] 100
[126] around

Top Words in Tweet in G7:
[299] measles
[170] moh_kenya
[153] rubella
[116] campaign
[110] months
[92] doctorreign
[89] confirmed
[74] cases
[73] rise
[72] clinical

Top Words in Tweet in G8:
[286] measles
[242] jeffgilchrist
[235] immune
[184] system
[113] encountered
[113] pathogen
[113] forget
[113] single
[113] itself
[113] alter

Top Words in Tweet in G9:
[160] measles
[103] cnn
[93] outbreak
[86] children
[82] central
[81] more
[79] ohio
[75] many
[73] 50
[70] sickening

Top Words in Tweet in G10:
[128] covid
[95] movement
[95] iteration
[95] place
[95] suspect
[95] kathleen_belew
[95] antivaccination
[95] started
[95] recent
[44] ohio

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[868] measles,outbreak
[749] immune,system
[609] measles,mumps
[552] covid,19
[446] colds,flu
[443] flu,strep
[441] messing,immune
[441] 19,messing
[441] strep,infections
[441] wave,colds

Top Word Pairs in Tweet in G1:
[158] measles,outbreak
[76] central,ohio
[67] outbreak,central
[61] more,50
[59] 50,children
[55] grows,more
[54] ohio,grows
[52] children,driven
[34] polio,measles
[31] driven,'lack

Top Word Pairs in Tweet in G2:
[415] immune,system
[392] colds,flu
[391] covid,19
[390] related,covid
[390] wave,colds
[390] 19,messing
[390] flu,strep
[390] messing,immune
[390] strep,infections
[390] infections,related

Top Word Pairs in Tweet in G3:
[250] measles,mumps
[234] hepatitis,influenza
[202] influenza,measles
[172] hepatitis,hepatitis
[165] adenovirus,hepatitis
[143] mumps,rubella
[109] rubella,meningococcal
[104] meningococcal,poliovirus
[72] poliovirus,varicella
[70] jim_jordan,adenovirus

Top Word Pairs in Tweet in G4:
[105] measles,outbreak
[65] unvaccinated,children
[63] ohio,measles
[62] babies,state
[62] world,health
[62] outbreak,climbs
[62] organization,declared
[62] 20,hospitalizations
[62] hospitalizations,unvaccinated
[62] 56,20

Top Word Pairs in Tweet in G5:
[208] multiple,viral
[208] flu,measles
[208] between,50
[208] reducing,hosp
[208] messed,things
[208] things,reducing
[208] really,messed
[208] hosp,multiple
[208] including,flu
[208] viral,illnesses

Top Word Pairs in Tweet in G6:
[160] case,count
[125] columbus,oh
[125] numbers,case
[125] count,outbreak
[125] 59,100
[125] oh,reached
[125] under,17
[125] around,columbus
[125] reached,59
[125] #measles,numbers

Top Word Pairs in Tweet in G7:
[101] measles,rubella
[72] measles,past
[72] rise,clinical
[72] clinical,cases
[72] past,months
[72] months,moh_kenya
[72] seeing,rise
[72] finally,confirmed
[72] cases,measles
[72] moh_kenya,finally

Top Word Pairs in Tweet in G8:
[183] immune,system
[113] measles,nasty
[113] itself,forget
[113] pathogen,encountered
[113] nasty,ability
[113] forget,single
[113] alter,immune
[113] ability,alter
[113] system,itself
[113] single,pathogen

Top Word Pairs in Tweet in G9:
[92] measles,outbreak
[79] central,ohio
[76] outbreak,central
[72] cnn,measles
[71] 50,children
[70] ohio,growing
[70] children,many
[70] sickening,more
[70] more,50
[70] needing,hospitalization

Top Word Pairs in Tweet in G10:
[95] suspect,antivaccination
[95] iteration,movement
[95] antivaccination,covid
[95] started,recent
[95] movement,suspect
[95] place,started
[95] recent,iteration
[94] kathleen_belew,place
[31] right,away
[31] boot,camp

Top Replied-To
Top Replied-To in Entire Graph:
@marshablackburn
@brownhospmed
@jim_jordan
@alan_measles
@coachsadji
@leezeldin
@randpaul
@gopleader
@geekgrammy
@totalcytopath

Top Replied-To in G2:
@timspector
@njbbari3
@ebonyjhilton_md
@nerdburns
@whither_canada
@twinsplustwo
@farid__jalali
@enemyinastate
@allisonpearson
@meddyglou

Top Replied-To in G3:
@marshablackburn
@jim_jordan
@gopleader
@repandybiggsaz
@repmtg
@ronnyjacksontx
@repstefanik
@ryland86
@calluna1007
@yraegel

Top Replied-To in G4:
@totalcytopath
@caulfieldtim
@gorskon
@sirkodnap
@aetiology
@truthtwt
@edodonoghue4
@fudyou2
@enirenberg
@adrian7745

Top Replied-To in G5:
@tryangregory
@juliahb1
@skynews
@grumpygrumpyman
@virginmedianews
@tylerq2001
@billybrexit4
@franmurrell1
@sgriffin_lab
@wendyb57

Top Replied-To in G6:
@helenbranswell
@sarah_s_r
@drneilstone
@lmadoff
@drjamesolsson
@theodorelytras
@julieknix
@monicagandhi9
@eidgeek
@iammattaustin

Top Replied-To in G7:
@moh_kenya
@doctorreign
@gichingawa

Top Replied-To in G8:
@_l1vy_
@morganl666
@jeffgilchrist
@zoemartell1
@marctotes

Top Replied-To in G9:
@hrobbulls
@cnn
@ohiogator19
@oh__cleveland
@nicd_sa
@desmondbrambley
@rwdistilli
@nbcnews
@laurenpeikoff
@atom_jarvis

Top Replied-To in G10:
@wsj
@solomonmissouri
@kathleen_belew

Top Mentioned
Top Mentioned in Entire Graph:
@timspector
@jeffgilchrist
@dgurdasani1
@helenbranswell
@moh_kenya
@kwilliams101
@paulwaldman1
@marshablackburn
@scalzi
@cnn

Top Mentioned in G1:
@jesscataldi
@umedicity
@samakalikam
@cmencke
@reneb865
@southerngemgal
@nutanpress
@thedelitroon

Top Mentioned in G2:
@timspector
@ballouxfrancois
@sabivm
@ebonyjhilton_md
@mumwhocares
@enemyinastate
@grguenter
@dgurdasani1
@drneenajha
@karamballes

Top Mentioned in G3:
@marshablackburn
@jim_jordan
@irishrygirl
@palimenoforgad1
@gopleader
@fugue55
@beaglelady54
@patrice_brost1
@newjeffct
@govgianforte

Top Mentioned in G4:
@dc_dewitt
@morgantrau
@conversationuk
@19joho
@enirenberg
@caulfieldtim
@profesterman
@conve
@paimadhu
@gorskon

Top Mentioned in G5:
@dgurdasani1
@em_lickspittle
@timspector
@jonathanstea
@skynews
@caulfieldtim
@juliahb1
@keir_starmer
@karamballes
@youtube

Top Mentioned in G6:
@helenbranswell
@sarah_s_r
@annewhilborn
@monicagandhi9
@fieldworkat72
@syramadad
@drjamesolsson
@measleswatch
@eidgeek
@gregggonsalves

Top Mentioned in G7:
@moh_kenya
@doctorreign
@unicefkenya
@vaccineskenya
@gavi
@brightstar115
@kenyapaeds
@uemnemonic
@whokenya
@anselmemotcho

Top Mentioned in G8:
@jeffgilchrist
@timspector
@lauramiers
@goberlass
@dgurdasani1
@jklmd123
@healthcareglob1
@hellopragya22
@meetjess
@helenbranswell

Top Mentioned in G9:
@cnn
@nicd_sa
@columbushealth
@6abc
@drcassysims
@drmroberts
@wosuallsides
@nbcnews
@northwestdoh
@hrobbulls

Top Mentioned in G10:
@kathleen_belew
@sky_lee_1
@solomonmissouri
@sentedcruz
@wearethesame77
@dc_dewitt
@laurie_garrett
@thatguidofawker
@wsj
@enirenberg

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@andyvermaut
@jurylady5
@falconhamada_90
@rk70534
@moonbootica
@kat4obama
@britpoptarts
@sosorasora3
@lizditz

Top Tweeters in G1:
@andyvermaut
@adabagcompany
@denniskoch10
@rvp
@rogue_corq
@davidpapp
@swissbusiness
@jeguru1
@ambulsiva
@firstpost

Top Tweeters in G2:
@sandradunn1955
@tshep42
@lorelei3112
@hephaestus7
@scott_squires
@miftyjackson
@fascinatorfun
@sosninosename1
@finn_charlene
@countryskills

Top Tweeters in G3:
@kat4obama
@shadowdogdesign
@squirrel1110
@cynicalvision50
@rralstonagile
@wildmarshphoto
@rickimayhall
@insonifier
@johnastewart7
@zebrafarm2000

Top Tweeters in G4:
@lizditz
@awelab1956
@metaquest
@corruptnsw
@mijomojo1
@mariecolemanao
@demfromct
@spanishcountry
@ubervaper
@boogwinchester

Top Tweeters in G5:
@paulpaul49
@skynews
@marypcbuk
@saffiya_khan1
@johnwest_jaws
@lordofintent
@sweetie_tweeter
@truthfaustino
@drpaulitious
@nayanikaaa

Top Tweeters in G6:
@moonbootica
@gojira007x
@amyayers16
@itswanda
@behappyandcivil
@bluedillygal
@justeves
@mumbly_joe
@carollei4
@gastropoda

Top Tweeters in G7:
@ma3route
@tzdiscovery
@citizentvkenya
@ghettoradio895
@ntvkenya
@kenyantraffic
@radiojambokenya
@echenze
@karryjay
@kbcchannel1

Top Tweeters in G8:
@rk70534
@yllekonadnerb
@blueravefinn
@mannumellow
@splendentsweven
@sonokocentral
@_l1vy_
@nothingsmonstrd
@meredithheron
@angstywhoure

Top Tweeters in G9:
@castonchris
@ikateufel
@dollymad1812
@victorsharma12
@cnn
@resinanian
@nbcnews
@6abc
@lacunalingua_3
@sharkgoddess

Top Tweeters in G10:
@bellesapepper37
@thenflchick
@rosiem1919
@inpoco
@joanpennnative
@digyoursoul
@euethnic
@geostompx
@solomonmissouri
@aceredband1t


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