measles, Twitter, 12/24/2022 11:20:01 PM, 286890


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measles_2022-12-24_15-02-25.xlsx
measles_2022-12-24_15-02-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 24, 2022
Short Description:
measles via NodeXL https://bit.ly/3GeJCai
@scott_maxwell
@lisa_iannattone
@monstercoyliar
@aetiology
@andrewnoymer
@who
@voices4vaccines
@ryanbeed
@jchilders98
@julredman

Top hashtags:
#measles
#vaccination
#rubella
#publichealth
#campaign
#mybmc
#vitamina

Description:
Description
The graph represents a network of 8,508 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, 24 December 2022 at 23:09 UTC.

The requested start date was Saturday, 24 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 3-day, 18-hour, 28-minute period from Monday, 19 December 2022 at 17:21 UTC to Friday, 23 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 : 8508
Unique Edges : 4855
Edges With Duplicates : 11897
Total Edges : 16752
Number of Edge Types : 5
Retweet : 4833
MentionsInRetweet : 5552
Tweet : 1136
Mentions : 3534
Replies to : 1697
Self-Loops : 1168
Reciprocated Vertex Pair Ratio : 0.0162768136250943
Reciprocated Edge Ratio : 0.0320322443784472
Connected Components : 1098
Single-Vertex Connected Components : 444
Maximum Vertices in a Connected Component : 5249
Maximum Edges in a Connected Component : 12217
Maximum Geodesic Distance (Diameter) : 28
Average Geodesic Distance : 6.005993
Graph Density : 0.000130261375501544
Modularity : 0.549483
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 8,508 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, 24 December 2022 at 23:09 UTC.

The requested start date was Saturday, 24 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 3-day, 18-hour, 28-minute period from Monday, 19 December 2022 at 17:21 UTC to Friday, 23 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:
[79] https://www.axios.com/local/columbus/2022/12/20/central-ohios-measles-outbreak-leads-nation?utm_campaign=editorial&utm_source=twitter&utm_medium=social
[42] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-04480-z
[36] https://www.cnn.com/2014/05/23/health/ohio-measles/index.html
[33] https://www.health.vic.gov.au/health-alerts/new-measles-case-in-victoria-21-december-2022
[27] https://pubmed.ncbi.nlm.nih.gov:443/
[27] https://pubmed.ncbi.nlm.nih.gov
[25] https://talkingupscotlandtwo.com/2022/12/20/only-scotland-meets-deadly-measles-immunisation-target/
[16] https://www.axios.com/local/columbus/2022/12/20/central-ohios-measles-outbreak-leads-nation
[13] https://news.un.org/en/story/2022/12/1131937
[13] https://www.medscape.com/viewarticle/985904?src=rss

Top URLs in Tweet in G1:
[1] https://www.orlandosentinel.com/opinion/scott-maxwell-commentary/os-op-florida-childhood-immunizations-drop-scott-maxwell-20221221-o2j2kc2m6nboncq3hzgy665nhy-story.html
[1] https://www.bbc.com/future/article/20211112-the-people-with-immune-amnesia#:~:text=Essentially%2C%20when%20you%27re%20infected,is%20near%2Dtotal%20and%20permanent
[1] https://www.axios.com/local/columbus/2022/12/20/central-ohios-measles-outbreak-leads-nation
[1] https://twitter.com/drgrinstead/status/1604872958425837568
[1] https://www.nationalgeographic.com/culture/article/cannot-forget-world-before-vaccines
[1] https://twitter.com/Scott_Maxwell/status/1605553982004350976

Top URLs in Tweet in G2:
[27] https://pubmed.ncbi.nlm.nih.gov:443/
[27] https://pubmed.ncbi.nlm.nih.gov
[19] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-04480-z
[9] https://www.researchgate.net
[7] https://www.axios.com/local/columbus/2022/12/20/central-ohios-measles-outbreak-leads-nation
[6] https://climate-science.press/2022/12/20/article-rightly-predicts-next-battle-will-be-over-measles-vaccine-failure-but-will-be-blamed-on-anti-vaxxers/
[5] https://twitter.com/axios/status/1605366829492441088
[4] https://www.axios.com/local/columbus/2022/12/20/central-ohios-measles-outbreak-leads-nation?utm_campaign=editorial&utm_source=twitter&utm_medium=social
[4] https://twitter.com/Voices4Vaccines/status/1605208233928404992
[4] https://kirtilatestnews.blogspot.com/2022/12/measles-after-mumbai-measles-havoc-in.html

Top URLs in Tweet in G3:
[2] https://twitter.com/AndrewNoymer/status/1604924483650785280
[2] https://greenmedinfo.com/blog/measles-new-red-scare
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2838858/pdf/1743-422X-7-52.pdf
[1] https://www.nytimes.com/interactive/2020/world/asia/china-coronavirus-contain.html
[1] https://www.science.org/content/article/how-measles-causes-body-forget-past-infections-other-microbes?cookieSet=1
[1] https://twitter.com/AbundantLandUse/status/1605305476690087936
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4823017/
[1] https://twitter.com/jmcrookston/status/1388872769748733953
[1] https://twitter.com/ellison_don/status/1605212553520754688
[1] https://twitter.com/farid__jalali/status/1605229642616475648

Top URLs in Tweet in G4:
[36] https://www.cnn.com/2014/05/23/health/ohio-measles/index.html
[9] https://news.un.org/en/story/2022/12/1131937
[5] https://www.dispatch.com/story/news/healthcare/2022/12/20/columbus-health-commissioner-measles-likely-ramp-up-after-holidays/69743783007/
[4] https://www.youtube.com/watch?v=SQRaaSe3p1E

[3] https://www.unicef.org/southafrica/press-releases/measles-outbreak-hits-four-provinces-and-threatens-health-children-across-south
[3] https://www.power987.co.za/featured/measles-cases-on-the-rise-in-sa/
[3] https://www.self.com/story/ohio-measles-outbreak-2022
[3] https://www.webmd.com/children/news/20221220/ohio-measles-outbreak-grows-vaccine-hesitancy?ecd=soc_tw_221220_cons_news_ohiomeaslesupdate&linkId=100000172612326
[3] https://www.news-medical.net/news/20221220/Researchers-generate-a-remodeled-live-attenuated-measles-vaccine-capable-of-driving-nAb-responses-against-SARS-CoV-2-spike-protein.aspx
[3] https://www.dispatch.com/story/news/healthcare/2022/12/20/columbus-health-commissioner-measles-likely-ramp-up-after-holidays/69743783007/?utm_campaign=snd-autopilot

Top URLs in Tweet in G5:
[25] https://www.health.vic.gov.au/health-alerts/new-measles-case-in-victoria-21-december-2022
[15] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-04480-z
[4] https://jamanetwork.com/journals/jama/fullarticle/2799834?guestAccessKey=33315105-2a03-4066-abb0-4abbc8de3117
[2] https://www.betterhealth.vic.gov.au/health/conditionsandtreatments/measles
[1] https://www.healthdirect.gov.au/blog/how-do-I-know-if-I-am-immune-to-measles
[1] https://twitter.com/vicgovdh/status/1605347691994968064
[1] https://twitter.com/heatherwritesss/status/1605285548439977985
[1] https://twitter.com/TimNissen1/status/1605737056654721025
[1] https://www.sciencedirect.com/science/article/pii/S0013935122013068
[1] https://www.cdc.gov/measles/symptoms/complications.html

Top URLs in Tweet in G6:
[73] https://www.axios.com/local/columbus/2022/12/20/central-ohios-measles-outbreak-leads-nation?utm_campaign=editorial&utm_source=twitter&utm_medium=social
[5] https://www.youtube.com/watch?v=y0opgc1WoS4&feature=youtu.be

[5] https://www.cdc.gov/measles/about/history.html
[4] https://www.cdc.gov/measles/symptoms/complications.html#:~:text=Subacute%20sclerosing%20panencephalitis%20(SSPE)%20is,fully%20recovered%20from%20the%20illness
[2] https://twitter.com/axios/status/1605366829492441088
[1] https://twitter.com/SAfmnews/status/1605843487764713474
[1] https://twitter.com/DrMRFrancis/status/1605557273832693760
[1] https://twitter.com/scottlincicome/status/1605367750544822272
[1] https://www.nbc4i.com/news/local-news/columbus/measles-cases-in-central-ohio-surpass-80/
[1] https://www.nbc4i.com/news/local-news/columbus/measles-nearing-80-cases-in-central-ohio/

Top URLs in Tweet in G7:
[7] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4119141/
[4] http://toi.in/micron/redirect.html?str=_GYT3a
[3] https://www.hindustantimes.com/cities/mumbai-news/mumbai-9-new-cases-of-measles-reported-tally-breaches-500-mark-101671673696508.html
[2] https://www.mid-day.com/mumbai/mumbai-news/live-blog/mumbai-news-live-updates-maharashtra-eknath-shinde-devendra-fadnavis-mumbai-bmc-18330540
[2] https://www.mid-day.com/mumbai/mumbai-news/article/mumbai-bmc-looking-for-measles-vaccinators-23261574
[2] https://www.mid-day.com/mumbai/mumbai-news/article/mumbai-reports-three-new-measles-cases-no-death-23261616
[2] https://www.mid-day.com/mumbai/mumbai-news/article/measles-outbreak-in-mumbai-no-need-of-serosurvey-yet-says-maharashtra-task-force-23261444
[1] https://pib.gov.in/PressReleasePage.aspx?PRID=1885684
[1] http://164.100.117.97/WriteReadData/userfiles/PIB%20Mumbai/Roadmap%20towards%20Measles%20and%20Rubella%20Elimination%20in%20India%20by%202023%20.pdf
[1] https://marathi.hindusthanpost.com/social/measles-cases-reduced-in-kurla-which-was-the-second-hotspot-of-mumbai/110020/

Top URLs in Tweet in G8:
[1] https://www.who.int/news-room/spotlight/history-of-vaccination/history-of-measles-vaccination
[1] https://www.cleveland.com/news/2022/12/ohio-measles-outbreak-should-be-warning-for-parents-schools-and-vaccine-skeptics-doctors-say.html
[1] https://amp.theguardian.com/society/2019/aug/30/sharp-rise-in-measles-in-england-amid-fears-over-anti-vaxxers

Top URLs in Tweet in G9:
[2] https://www.theguardian.com/world/2019/nov/28/samoa-measles-outbreak-who-blames-anti-vaccine-scare-death-toll
[1] https://www.youtube.com/watch?v=6zNn_lRb6RM&feature=youtu.be

[1] https://pubmed.ncbi.nlm.nih.gov/32418790/#:~:text=The%20risk%20of%20severe%20measles,disease%20followed%20a%20similar%20pattern
[1] https://twitter.com/gyamey/status/1604771609134473217
[1] https://magazine.medlineplus.gov/article/from-virus-to-vaccine-studying-measles-immunity/
[1] https://www.nbcnews.com/storyline/measles-outbreak/why-measles-hits-so-hard-within-new-york-orthodox-jewish-n981801

Top URLs in Tweet in G10:
[4] https://www.yomiuri.co.jp/national/20210930-OYT1T50212/
[4] https://twitter.com/bi_miwa/status/1605148547644796928
[2] https://www.nikkei.com/article/DGXZQOUA2177C0R21C22A2000000/
[2] https://nordot.app/978181127210401792?c=39550187727945729
[2] https://www.fbs.co.jp/news/news96myehnenvtcj5w79j.html
[2] https://www.tfd.metro.tokyo.lg.jp/tfd/index.html
[2] https://www.chunichi.co.jp/article/270770
[2] https://twitter.com/nikkei/status/1604378472075386881
[1] https://twitter.com/ranranran_ran/status/1582572382228992000
[1] https://twitter.com/takigare3/status/1606138711594319872

Top Domains
Top Domains in Tweet in Entire Graph:
[223] twitter.com
[96] axios.com
[80] nih.gov
[59] nature.com
[39] cnn.com
[36] gov.au
[31] youtube.com
[26] cdc.gov
[25] talkingupscotlandtwo.com
[24] blogspot.com

Top Domains in Tweet in G1:
[2] twitter.com
[1] orlandosentinel.com
[1] bbc.com
[1] axios.com
[1] nationalgeographic.com

Top Domains in Tweet in G2:
[105] twitter.com
[56] nih.gov
[24] blogspot.com
[22] nature.com
[17] indiatimes.com
[12] axios.com
[9] researchgate.net
[7] cdc.gov
[7] amazon.com
[7] documentsdelivered.com

Top Domains in Tweet in G3:
[9] twitter.com
[3] nih.gov
[2] greenmedinfo.com
[1] nytimes.com
[1] science.org
[1] nature.com
[1] org.au
[1] cdc.gov
[1] youtube.com
[1] frontiersin.org

Top Domains in Tweet in G4:
[37] cnn.com
[11] un.org
[10] twitter.com
[8] dispatch.com
[7] youtube.com
[4] who.int
[4] unicef.org
[4] co.za
[4] webmd.com
[3] ac.za

Top Domains in Tweet in G5:
[28] gov.au
[15] nature.com
[4] twitter.com
[4] jamanetwork.com
[1] sciencedirect.com
[1] cdc.gov
[1] thailandmedical.news
[1] thehighwire.com
[1] harvard.edu

Top Domains in Tweet in G6:
[73] axios.com
[9] cdc.gov
[8] twitter.com
[5] youtube.com
[2] nbc4i.com
[1] science.org
[1] nature.com
[1] thenib.com
[1] netec.org

Top Domains in Tweet in G7:
[12] mid-day.com
[7] nih.gov
[4] twitter.com
[4] toi.in
[3] hindustantimes.com
[3] vibesofindia.com
[2] youtube.com
[1] gov.in
[1] 164.100.117.97
[1] hindusthanpost.com

Top Domains in Tweet in G8:
[1] who.int
[1] cleveland.com
[1] theguardian.com

Top Domains in Tweet in G9:
[2] theguardian.com
[1] youtube.com
[1] nih.gov
[1] twitter.com
[1] medlineplus.gov
[1] nbcnews.com

Top Domains in Tweet in G10:
[32] twitter.com
[10] co.jp
[2] nikkei.com
[2] nordot.app
[2] lg.jp
[2] youtube.com
[1] cnn.com
[1] elsevierhealth.com
[1] bunshun.jp

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[383] measles
[71] vaccination
[58] rubella
[55] publichealth
[50] campaign
[50] mybmc
[48] vitamina
[47] momentumindia
[47] specialvaccinationcamps
[32] covid19



Top Hashtags in Tweet in G1:
[1] oldrn

Top Hashtags in Tweet in G2:
[44] measles
[5] vaccineswork
[4] covid
[4] covid19
[4] pune
[4] publichealth
[4] mumbai
[4] children
[3] cobraguilty
[3] breaking

Top Hashtags in Tweet in G4:
[97] measles
[16] pakistan
[16] measlesupdate
[15] southafrica
[14] bnnafghanistan
[12] venezuela
[7] afghanistan
[7] rougeole
[6] ethiopia
[5] health

Top Hashtags in Tweet in G5:
[42] measles
[23] victoria
[2] covid
[2] maskup
[1] sharedfacts
[1] healthscience
[1] covidisairborne
[1] n95
[1] vaccinate

Top Hashtags in Tweet in G6:
[12] measles
[3] ohio
[3] medtwitter
[3] netec
[1] idtwitter
[1] nursetwitter

Top Hashtags in Tweet in G7:
[82] measles
[54] vaccination
[52] rubella
[50] mybmc
[50] publichealth
[48] campaign
[48] vitamina
[47] momentumindia
[47] specialvaccinationcamps
[17] गोवर

Top Hashtags in Tweet in G10:
[4] ラゲブリオ
[2] 抗菌薬
[2] 抗生物質
[2] 耐性菌
[2] インフルa流行
[2] 新型コロナウイルス肺炎
[2] 練馬区
[2] 新型コロナウイルス
[2] 拡散希望
[2] 薬がない

Top Words
Top Words in Tweet in Entire Graph:
[4524] measles
[2150] year
[2121] 10
[2119] childhood
[2116] scott_maxwell
[2086] basic
[2055] florida
[2053] immunizations
[2050] low
[2045] needed

Top Words in Tweet in G1:
[2069] scott_maxwell
[1990] florida
[1989] immunizations
[1988] year
[1987] childhood
[1985] basic
[1985] needed
[1985] 10
[1985] previous
[1985] low

Top Words in Tweet in G2:
[532] measles
[99] vaccine
[92] children
[81] outbreak
[65] infection
[62] cases
[56] viral
[54] mild
[53] disease
[52] polio

Top Words in Tweet in G3:
[256] measles
[224] lisa_iannattone
[194] immunology
[168] honestly
[168] takes
[168] rapidly
[168] bird
[168] quality
[168] stuff
[168] app

Top Words in Tweet in G4:
[394] measles
[202] children
[167] cases
[160] outbreak
[114] million
[97] #measles
[85] more
[82] against
[77] ohio
[72] vaccinated

Top Words in Tweet in G5:
[244] measles
[197] case
[108] vicgovdh
[69] infectious
[68] overseas
[67] flight
[67] traveller
[67] identified
[67] return
[67] bangkok

Top Words in Tweet in G6:
[261] measles
[149] axios
[82] outbreak
[78] central
[76] ohio
[76] down
[73] slowing
[73] largest
[73] happening
[73] signs

Top Words in Tweet in G7:
[153] य
[93] measles
[82] #measles
[81] त
[81] स
[67] र
[54] न
[54] ग
[54] #vaccination
[53] क

Top Words in Tweet in G8:
[47] measles
[19] vaccines
[16] ryanbeed
[16] leelasik
[14] incytometry
[14] tbd77
[14] djchicus
[14] troydee
[13] maggiemay_313
[13] cachepast

Top Words in Tweet in G9:
[156] measles
[126] zeynep
[116] vaccine
[113] children
[113] around
[113] unvaccinated
[111] world
[111] dying
[110] meanwhile
[110] buddy

Top Words in Tweet in G10:
[8] 12
[7] isopi15
[7] と
[6] どうにもならない
[5] nekochinkampo1
[5] h3fxbmh4niixjua
[5] hiromi19611
[4] 息子
[4] または
[4] 14

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2034] childhood,immunizations
[2029] basic,childhood
[2029] hit,10
[2029] year,low
[2029] 10,year
[2029] generations,needed
[2029] immunizations,hit
[2029] florida,basic
[2029] previous,generations
[2029] low,previous

Top Word Pairs in Tweet in G1:
[1985] 10,year
[1985] year,low
[1985] hit,10
[1985] generations,needed
[1985] low,previous
[1985] previous,generations
[1985] immunizations,hit
[1985] florida,basic
[1985] basic,childhood
[1985] childhood,immunizations

Top Word Pairs in Tweet in G2:
[61] measles,outbreak
[56] measles,vaccine
[53] mild,viral
[53] viral,infection
[36] vaccine,model
[36] infection,measles
[36] anemia,mild
[32] against,measles
[29] measles,mumps
[27] 1989,cited

Top Word Pairs in Tweet in G3:
[168] takes,bird
[168] immunology,takes
[168] quality,immunology
[168] rapidly,deteriorating
[168] deteriorating,stuff
[168] stuff,honestly
[168] app,rapidly
[168] bird,app
[167] lisa_iannattone,quality
[34] whereas,covid

Top Word Pairs in Tweet in G4:
[109] million,children
[104] measles,outbreak
[72] measles,cases
[60] against,measles
[59] children,country
[49] vaccinated,against
[47] measles,million
[46] country,vaccinated
[46] more,million
[46] afghanistan,more

Top Word Pairs in Tweet in G5:
[67] flight,bangkok
[67] traveller,case
[67] return,flight
[67] measles,identified
[67] infectious,return
[67] case,infectious
[67] case,measles
[67] identified,overseas
[67] overseas,traveller
[66] vicgovdh,case

Top Word Pairs in Tweet in G6:
[78] measles,outbreak
[74] central,ohio
[73] slowing,down
[73] largest,measles
[73] signs,slowing
[73] outbreak,happening
[73] ohio,signs
[73] country's,largest
[73] happening,central
[72] axios,country's

Top Word Pairs in Tweet in G7:
[51] #measles,#rubella
[48] #rubella,#campaign
[48] #campaign,#vaccination
[48] #vaccination,#vitamina
[47] #momentumindia,#specialvaccinationcamps
[47] #vitamina,#momentumindia
[46] #mybmc,#publichealth
[46] #specialvaccinationcamps,#mybmc
[41] mybmchealth,#measles
[35] य,त

Top Word Pairs in Tweet in G8:
[13] cachepast,niall_joe
[13] maryloupatey,dann58638436
[13] maggiemay_313,villagerssn
[11] villagerssn,mfuzzbox
[11] jagerx9,leelasik
[11] mfuzzbox,takethatct
[11] cas2328,hoothathuh
[11] mrdannyteal,cubanigar
[11] zeviax3,nathanaelyoung
[11] takethatct,maryloupatey

Top Word Pairs in Tweet in G9:
[112] measles,vaccine
[110] meanwhile,actual
[110] unvaccinated,children
[110] elon,musk
[110] around,world
[110] vaccine,elon
[110] children,dying
[110] musk,buddy
[110] world,measles
[110] dying,around

Top Word Pairs in Tweet in G10:
[4] 死後に感染判明,読売新聞オンライン
[4] 受診見送った30代男性死亡,死後に感染判明
[4] 市販検査キットで3回,陰性
[4] 陰性,受診見送った30代男性死亡
[2] デルタの時はこの世の終わりって感じだったけど,今回もなかなかです
[2] 中1,2共に移動教室
[2] おそらく4,5日分出しているのでしょう
[2] 明日,12
[2] は,医師や看護師の感染により
[2] 日本で火葬されずに待たされてる人達の事は一切報道しない,詐欺みたい

Top Replied-To
Top Replied-To in Entire Graph:
@scott_maxwell
@jollybeggarnot
@voices4vaccines
@victoriancho
@lisa_iannattone
@vicgovdh
@macroliter
@glirarium
@alan_measles
@datarequired_

Top Replied-To in G1:
@scott_maxwell
@mamatigress22
@lorimcgourty
@clarkwhitehat
@davidduvall8
@cmf_nashville
@prosediva
@rachel_maria65
@hsobejon
@highway_30

Top Replied-To in G2:
@apeoplescal

Top Replied-To in G3:
@lisa_iannattone
@farid__jalali
@john_kenney
@fitterhappieraj
@tryangregory
@andrewnoymer
@lee_crollphd
@jeffgilchrist
@sardohorn
@r_shugart

Top Replied-To in G4:
@jchilders98
@monicagandhi9
@docemurray
@columbushealth
@aetiology
@skepticalraptor
@jseramba
@sandangel_rn
@repthomasmassie
@drtedros

Top Replied-To in G5:
@victoriancho
@vicgovdh
@danielh16577898
@peterstrae
@kathygriffinaus
@gmar69
@pondero60943260
@bigbaddenis
@billthekelpie
@mittahazel

Top Replied-To in G6:
@jollybeggarnot
@iron_spike
@axios
@bdoh
@spaceturtleart
@namliam85
@adelegroyer
@33i66e911
@bethbo_beth
@6frasers

Top Replied-To in G7:
@tv9gujarati
@nhmgujarat
@anonymo9892

Top Replied-To in G8:
@louforfreedoml1
@crazycdn2
@deewoolly
@0800_ksmy_ass
@revrundown
@jovemarie2
@real_seeking
@sunshine_toes
@tonybaduy
@johandu31912937

Top Replied-To in G9:
@benny171a
@zeynep
@richardfromsyd1
@timmyschroe
@stephenrhb
@gidmk
@benfranklin1171
@factsmatterguy
@victoriancho
@patwitt2432

Top Replied-To in G10:
@yahoonewstopics
@tokuma_bossa41
@hiromi19611
@bigzamatomo

Top Mentioned
Top Mentioned in Entire Graph:
@scott_maxwell
@lisa_iannattone
@axios
@zeynep
@vicgovdh
@damonlinker
@who
@voices4vaccines
@iron_spike
@andrewnoymer

Top Mentioned in G1:
@scott_maxwell
@fuckcancer56
@typo_cat
@michele07317502
@snarkasticme
@kstateturk
@iridescentashes
@cmf_nashville
@gayezo1
@rachel_maria65

Top Mentioned in G2:
@alisonboxxer
@chandyanil
@ckfreedom1980
@helenabrors
@onriedo16
@gospeldotexe

Top Mentioned in G3:
@lisa_iannattone
@andrewnoymer
@jeffgilchrist
@dfisman
@tryangregory
@19joho
@john_kenney
@farid__jalali
@fitterhappieraj
@r_shugart

Top Mentioned in G4:
@who
@un
@unicef_sa
@nicd_sa
@unicef
@dr_groome
@newzroom405
@marrow_med
@gchahal
@cdcgov

Top Mentioned in G5:
@vicgovdh
@victoriancho
@bigbaddenis
@johanvawe
@peterstrae
@andrewhewat
@marggilroy
@allentien
@poss62637946
@noisynanawarat1

Top Mentioned in G6:
@axios
@iron_spike
@namliam85
@jollybeggarnot
@hieronymusmcg
@august_oster
@drmrfrancis
@scott_maxwell
@sciencecomic
@southafricanasp

Top Mentioned in G7:
@mybmchealth
@pibmumbai
@awakenindiamov
@mohfw_india
@mahahealthiec
@ngpnmc
@gujaratipa
@tv9gujarati
@brendanmirror

Top Mentioned in G8:
@leelasik
@ryanbeed
@tbd77
@incytometry
@troydee
@mhunt081266
@amber84280581
@5shezz4
@joe09396262
@carlsmythe

Top Mentioned in G9:
@zeynep
@rosskneedeep
@wanderer_jasnah
@gidmk
@richardfromsyd1
@robbyburnsone
@mikevalente22
@gyamey
@scott_maxwell
@andrewnoymer

Top Mentioned in G10:
@isopi15
@h3fxbmh4niixjua
@nekochinkampo1
@hiromi19611
@quiccolo
@sonkoubun
@ka0mc3
@hayashi21yoko
@mbmotoaka_rolfe
@bigzamatomo

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@andyvermaut
@jurylady5
@republikaonline
@newsoneplace
@lennaleprena
@56perumal
@joni_looking
@kat4obama
@geoffrey_payne

Top Tweeters in G1:
@missb62
@kat4obama
@yarosisnancy
@debilu2
@cheezwitham
@lechatnoire4
@vedehimajumdar
@theresamax
@billieo2
@ken_crichlow

Top Tweeters in G2:
@newsoneplace
@56perumal
@malliardreport
@mediaindonesia
@areck0001
@miragenewscom
@nobiggovduh
@pecunium
@worldnewstweet_
@memeorandum

Top Tweeters in G3:
@lizditz
@tenji95
@sallyrmelb
@frazzling
@darylgibson
@inforenique
@joejaggi
@sonokocentral
@jchilton666
@lennyllm

Top Tweeters in G4:
@andyvermaut
@chrisbrey1
@sudeepkhatri
@mesiihiluf
@sabcnews
@penndragonart
@terryg1979
@lawgirl318
@benjiseitlhamo
@monitor_ph

Top Tweeters in G5:
@jurylady5
@geoffrey_payne
@msmwatchdog2013
@angelakorras
@wgarnews
@xraypat
@allentien
@ranilyons
@docwsjames
@neric16

Top Tweeters in G6:
@marthalynneowe1
@jjj5819
@aluizcosta
@adekleine
@sexygirl798
@lianabrooks
@burnettcynthia
@vivbwoke
@lonegamer78
@sandralhanlon

Top Tweeters in G7:
@httweets
@viralvm69
@pranav9983
@wingcdrsharma
@tv9gujarati
@airnewsalerts
@arikgandhi
@simplecommonman
@pib_india
@maharashtra

Top Tweeters in G8:
@radiofreetom
@doritmi
@joe_in_indiana
@monstercoyliar
@takethatct
@mcfunny
@the_ouroboros__
@angryfleas
@backtolife_2023
@maryloupatey

Top Tweeters in G9:
@washumom
@pollsstar
@katcapps
@tadrow
@cnbsnana
@ibrahimacar5334
@e2dot7182818284
@owenblacker
@epidatageek
@john_chu

Top Tweeters in G10:
@sosorasora3
@ygjumi
@yahoonewstopics
@nakano0316
@kabukabubaby
@keyaki1117
@hiromi19611
@aoihana1213
@kurieight
@sranboru


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