measles, Twitter, 12/17/2022 11:19:25 PM, 286481


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measles_2022-12-17_15-02-25.xlsx
measles_2022-12-17_15-02-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 17, 2022
Short Description:
measles via NodeXL https://bit.ly/3YtZvkj
@elisaperego78
@simonwdc
@who
@lizditz
@esqueer_
@heathermcewen3
@gorskon
@elonmusk
@unicef
@pibmumbai

Top hashtags:
#measles
#publichealth
#mybmc
#vaccine
#awareness
#mumbai
#vaccination
#covid19
#measlescases

Description:
Description
The graph represents a network of 8,776 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, 17 December 2022 at 23:09 UTC.

The requested start date was Saturday, 17 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, 0-hour, 17-minute period from Tuesday, 13 December 2022 at 11:31 UTC to Friday, 16 December 2022 at 11:49 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 : 8776
Unique Edges : 4517
Edges With Duplicates : 13752
Total Edges : 18269
Number of Edge Types : 5
Retweet : 5305
MentionsInRetweet : 6169
Replies to : 1358
Tweet : 1007
Mentions : 4430
Self-Loops : 1033
Reciprocated Vertex Pair Ratio : 0.0139059304703476
Reciprocated Edge Ratio : 0.027430415490117
Connected Components : 1025
Single-Vertex Connected Components : 432
Maximum Vertices in a Connected Component : 5675
Maximum Edges in a Connected Component : 13606
Maximum Geodesic Distance (Diameter) : 27
Average Geodesic Distance : 5.741482
Graph Density : 0.000128763501598506
Modularity : 0.520079
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 8,776 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, 17 December 2022 at 23:09 UTC.

The requested start date was Saturday, 17 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, 0-hour, 17-minute period from Tuesday, 13 December 2022 at 11:31 UTC to Friday, 16 December 2022 at 11:49 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:
[46] https://www.dailykos.com/stories/2022/12/12/2141532/-Measles-outbreak-explodes-in-Ohio-as-children-too-young-to-get-vaccinated-fall-ill
[20] https://www.livescience.com/measles-outbreak-ohio-december-update
[16] https://www.skepticalraptor.com/skepticalraptorblog.php/measles-outbreak-in-ohio-almost-all-did-not-get-mmr-vaccine/
[13] https://scroll.in/article/1038541/after-measles-experts-worry-typhoid-could-pose-the-next-health-challenge-as-india-delays-vaccine
[10] https://www.dailykos.com/stories/2022/12/12/2141532/-Measles-outbreak-explodes-in-Ohio-as-children-too-young-to-get-vaccinated-fall-ill?pm_campaign=blog&pm_medium=rss&pm_source=main&utm_source=dlvr.it&utm_medium=twitter
[9] https://www.cnn.com/2022/12/16/health/vaccine-requirements-kff-survey-measles/index.html
[9] https://foreignpolicy.com/2019/04/09/in-the-united-states-russian-trolls-are-peddling-measles-disinformation-on-twitter/
[9] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3236196/
[8] https://www.medpagetoday.com/infectiousdisease/generalinfectiousdisease/102228
[8] https://nation.africa/kenya/news/who-raises-measles-alarm-as-global-outbreak-sparks-worry-4054182

Top URLs in Tweet in G1:
[2] https://www.livescience.com/measles-outbreak-ohio-december-update
[1] https://www.nbc4i.com/news/local-news/columbus/measles-nearing-80-cases-in-central-ohio/
[1] https://www.nbc4i.com/news/local-news/columbus/ohio-measles-outbreak-up-to-74-confirmed-cases/
[1] https://twitter.com/Theresa_Chapple/status/1601577173235953665
[1] https://twitter.com/elisaperego78/status/1602766951423655937

Top URLs in Tweet in G2:
[1] https://foreignpolicy.com/2019/04/09/in-the-united-states-russian-trolls-are-peddling-measles-disinformation-on-twitter/
[1] https://twitter.com/atrupar/status/1602863891742183429
[1] https://twitter.com/chiproytx/status/1603053275682578433
[1] https://www.cnn.com/2022/12/06/health/measles-outbreak-spreads-ohio/index.html

Top URLs in Tweet in G3:
[24] https://www.dailykos.com/stories/2022/12/12/2141532/-Measles-outbreak-explodes-in-Ohio-as-children-too-young-to-get-vaccinated-fall-ill
[9] https://www.cnn.com/2022/12/16/health/vaccine-requirements-kff-survey-measles/index.html
[8] https://www.livescience.com/measles-outbreak-ohio-december-update
[5] https://www.medpagetoday.com/infectiousdisease/generalinfectiousdisease/102228
[5] https://trib.al/Z6gy18g
[3] https://m.dailykos.com/stories/2022/12/12/2141532/-Measles-outbreak-explodes-in-Ohio-as-children-too-young-to-get-vaccinated-fall-ill
[3] https://twitter.com/nicd_sa/status/1603346543402225664
[3] https://apple.news/AKWXr7UHgSgqnHagzhYL8fQ
[2] https://arstechnica.com/science/2022/12/ohio-measles-outbreak-hits-partially-vaccinated-kids-babies-too-young-for-shots/
[2] https://tamil.indiaspend.com/indiaspend-interviews/indias-measles-outbreak-a-consequence-of-covid-19-health-services-slowdown-845761

Top URLs in Tweet in G4:
[3] https://twitter.com/lissnup/status/1585290139256995844
[1] https://www.theguardian.com/society/2015/mar/13/measles-sceptic-must-pay-doctor-100000
[1] https://t.me/micevmutton/1632
[1] https://www.cdc.gov/measles/about/history.html
[1] https://www.bmj.com/content/bmj/1/5485/441.full.pdf
[1] https://twitter.com/lissnup/status/1136692422157770752
[1] https://pubmed.ncbi.nlm.nih.gov/33257540/
[1] https://arkmedic.substack.com/p/the-killing-fields-of-samoa/comment/10709283
[1] https://www.sciencedirect.com/science/article/pii/S0013935122013068
[1] https://twitter.com/ShortsTlav/status/1600602146948280320?t=pQmhRAoQBjUMz9S628URfg&s=19

Top URLs in Tweet in G5:
[4] https://www.who.int/images/default-source/wpro/emergencies-hub/emts/measles-2020-socmed-v01-01.jpg?sfvrsn=14baec3c_2
[2] https://www.weforum.org/agenda/2022/12/measles-imminent-global-threat-vaccine-health
[2] https://abcnews.go.com/Health/measles-after-ohio-outbreak-sickens-19-children/story?id=93820148
[2] https://www.cdc.gov/media/releases/2022/p1123-measles-threat.html
[1] https://www.sciencealert.com/ancient-pathogen-is-imminent-threat-in-every-part-of-the-world-who-warns
[1] https://jamanetwork.com/journals/jama/fullarticle/2799834?utm_source=twitter&utm_campaign=content-shareicons&utm_content=article_engagement&utm_medium=social&utm_term=121622#.Y5w4B7n707M.twitter
[1] https://jamanetwork.com/journals/jama/fullarticle/10.1001/jama.2022.23241?guestAccessKey=dd0ff8bd-ee87-485c-a0ab-b12311e02437&utm_source=twitter&utm_medium=social_jama&utm_term=8425104849&utm_campaign=article_alert&linkId=193798393
[1] https://www.nhs.uk/conditions/vaccinations/mmr-vaccine/
[1] https://jamanetwork.com/journals/jama/fullarticle/2799834
[1] https://twitter.com/Caerage/status/1499314227324067842

Top URLs in Tweet in G6:
[4] https://timesofindia.indiatimes.com/city/mumbai/1-year-old-pydhonie-boy-dies-of-measles-despite-vaccine-dose-in-mumbais-kasturba-hospital/articleshow/95518292.cms
[2] https://mobile.twitter.com/AnhoneeRahasya/status/1601989914815496194
[2] https://www.hindustantimes.com/cities/mumbai-news/8monthold-from-govandi-suspected-to-die-from-measles-tally-reaches-13-101669315697660-amp.html
[2] https://www.hindustantimes.com/cities/mumbai-news/partially-vaxxed-4-year-old-dies-of-suspected-measles-101670872887756-amp.html
[2] https://www.youtube.com/watch?v=8W7QHSt_1So

[2] https://twitter.com/awakenindiamov/status/1603581547768336384
[1] https://marathi.hindusthanpost.com/social/after-measles-children-are-also-at-risk-of-pneumonia-an-alternative-suggested-by-the-world-health-organization/108912/#.Y5xP7AMXAdY.whatsapp
[1] https://marathi.hindusthanpost.com/social/after-measles-children-are-also-at-risk-of-pneumonia-an-alternative-suggested-by-the-world-health-organization/108912/
[1] https://www.voanews.com/amp/million-children-face-growing-threat-of-measles-who-warns/6847568.html
[1] https://www.livelaw.in/news-updates/no-measles-rubella-vaccination-on-children-without-consent-orders-delhi-hc-142150

Top URLs in Tweet in G7:
[1] https://twitter.com/Esqueer_/status/1602859861003636736

Top URLs in Tweet in G8:
[1] https://pubmed.ncbi.nlm.nih.gov/34129794/
[1] https://www.bbc.com/future/article/20211112-the-people-with-immune-amnesia
[1] https://www.medpagetoday.com/infectiousdisease/generalinfectiousdisease/102228
[1] https://medicalxpress.com/news/2022-12-date-vaccines.html
[1] https://vaxopedia.org/2020/01/18/when-was-the-last-case-of-rubella-in-the-united-states/
[1] https://vaxopedia.org/2022/06/15/news-on-the-2022-measles-outbreaks/?utm_content=buffer8e898&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] http://www.nfid.org/recommended-child-and-adolescent-immunization-schedule-%e2%89%a418-years-united-states-2020/

Top URLs in Tweet in G9:
[4] https://www.nbcnews.com/health/health-news/measles-imminent-global-threat-due-pandemic-cdc-who-rcna58576
[3] https://twitter.com/jmcrookston/status/1297250473448222720
[2] https://twitter.com/jmcrookston/status/1303864892684996609
[2] https://www.cbc.ca/news/canada/london/immune-amnesia-measles-research-1.6670701
[1] https://twitter.com/jmcrookston/status/1299386110070620165
[1] https://twitter.com/jmcrookston/status/1302772100860702724
[1] https://twitter.com/jmcrookston/status/1306931248221347840
[1] https://twitter.com/lollyfoot/status/1596783257839816704
[1] https://twitter.com/AliNouriPhD/status/1590583743454281729
[1] https://twitter.com/JenniferKShea/status/1449748053548752903

Top URLs in Tweet in G10:
[3] https://news.yahoo.co.jp/articles/b1c25d8bca21b30afe044cbce98ba5cfb6d9b2e7
[2] https://news.yahoo.co.jp/articles/b179dbb5d49925e10385172c557fcdee991c6785
[2] https://news.yahoo.co.jp/articles/b5effcf7e2cf068b6db8c1482a90ee6f1363464c
[2] https://www.mhlw.go.jp/stf/newpage_11331.html
[2] https://nordot.app/976070970042761216?c=39550187727945729
[2] https://www.mhlw.go.jp/stf/newpage_29745.html
[2] https://www.msn.com/ja-jp/health/other/%E6%9D%B1%E4%BA%AC%E9%83%BD-1%E4%B8%879800%E4%BA%BA%E3%81%AE%E6%84%9F%E6%9F%93%E7%A2%BA%E8%AA%8D-%E7%97%85%E5%BA%8A%E4%BD%BF%E7%94%A8%E7%8E%87%E3%81%AF50-%E3%81%AB/ar-AA15dQcY?ocid=msedgntp&cvid=341c91d7c26f479fbc6d50ecca4a0cfd
[2] https://www.mhlw.go.jp/content/000927280.pdf
[2] https://fortune.com/2022/12/07/fauci-covid-wave-of-infections-new-variants-china-easing-zero-covid/
[2] https://ndjust.in/3hP88y52

Top Domains
Top Domains in Tweet in Entire Graph:
[176] twitter.com
[65] dailykos.com
[29] livescience.com
[22] nih.gov
[21] toi.in
[20] cnn.com
[19] scroll.in
[17] cdc.gov
[17] co.jp
[17] substack.com

Top Domains in Tweet in G1:
[2] livescience.com
[2] nbc4i.com
[2] twitter.com

Top Domains in Tweet in G2:
[2] twitter.com
[1] foreignpolicy.com
[1] cnn.com

Top Domains in Tweet in G3:
[49] twitter.com
[32] dailykos.com
[13] cnn.com
[11] blogspot.com
[11] livescience.com
[7] indiatimes.com
[6] substack.com
[6] medpagetoday.com
[6] documentsdelivered.com
[5] smartnews.com

Top Domains in Tweet in G4:
[6] twitter.com
[1] theguardian.com
[1] t.me
[1] cdc.gov
[1] bmj.com
[1] nih.gov
[1] substack.com
[1] sciencedirect.com
[1] nationwidechildrens.org
[1] arstechnica.com

Top Domains in Tweet in G5:
[5] jamanetwork.com
[5] who.int
[2] weforum.org
[2] go.com
[2] cdc.gov
[1] sciencealert.com
[1] nhs.uk
[1] twitter.com
[1] nejm.org
[1] physiciansforinformedconsent.org

Top Domains in Tweet in G6:
[5] twitter.com
[4] indiatimes.com
[4] hindustantimes.com
[2] hindusthanpost.com
[2] youtube.com
[1] voanews.com
[1] livelaw.in
[1] ayurvedum.com
[1] gujaratmail.in
[1] qvive.in

Top Domains in Tweet in G7:
[1] twitter.com

Top Domains in Tweet in G8:
[2] vaxopedia.org
[1] nih.gov
[1] bbc.com
[1] medpagetoday.com
[1] medicalxpress.com
[1] nfid.org

Top Domains in Tweet in G9:
[12] twitter.com
[4] nbcnews.com
[2] cbc.ca
[1] cleanaircrew.org
[1] wdtn.com

Top Domains in Tweet in G10:
[42] twitter.com
[17] co.jp
[6] go.jp
[2] nordot.app
[2] msn.com
[2] fortune.com
[2] ndjust.in
[2] huxiu.com
[2] bbc.com
[2] news-medical.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[452] measles
[92] publichealth
[88] mybmc
[75] vaccine
[59] awareness
[53] mumbai
[32] vaccination
[30] covid19
[28] measlescases
[27] measlesoutbreakupdate



Top Hashtags in Tweet in G1:
[2] antivax
[2] karma

Top Hashtags in Tweet in G2:
[2] vaccineswork
[1] healthcarefreedom
[1] vaccinemisinformationharmschildren

Top Hashtags in Tweet in G3:
[33] measles
[21] 亚博体育
[17] 开云
[8] covid19
[8] ohio
[6] mumbai
[6] vaccine
[5] children
[5] health
[4] smartnews

Top Hashtags in Tweet in G4:
[2] samoa
[2] samoa2019
[1] baric
[1] freedumb

Top Hashtags in Tweet in G5:
[97] measles
[13] गोवर
[9] health
[6] mumps
[6] rubella
[6] mmrvaccine
[4] samoa
[2] vaccine
[2] vaccineswork
[2] tommynationpolitics

Top Hashtags in Tweet in G6:
[128] measles
[88] mybmc
[88] publichealth
[59] awareness
[53] vaccine
[33] mumbai
[9] screening
[9] counselling
[7] vaccination
[6] unicef

Top Hashtags in Tweet in G8:
[7] measles
[4] vaccinations
[4] flu
[3] vaccinate
[1] diseaseadvocates
[1] vaccineswork
[1] tweetiatrician
[1] mrna
[1] myocarditis
[1] diedsuddenly

Top Hashtags in Tweet in G9:
[9] covid19
[2] measlesisairborne
[1] measles
[1] covidvaccine
[1] mmr
[1] covidisairborne

Top Hashtags in Tweet in G10:
[2] yahooニュース
[2] 津軽
[2] 第8波
[2] 医療逼迫
[2] 入院困難
[2] 搬送困難
[2] オミクロン株対応ワクチン
[2] 陽性率
[2] 新型コロナワクチン
[2] 学校園に空気清浄機を

Top Words
Top Words in Tweet in Entire Graph:
[6077] measles
[3021] diseases
[2977] smallpox
[2949] many
[2843] cholera
[2841] live
[2833] infectious
[2801] elisaperego78
[2795] syphilis
[2792] gonorrhea

Top Words in Tweet in G1:
[2731] measles
[2723] elisaperego78
[2718] diseases
[2718] live
[2715] cholera
[2714] many
[2714] smallpox
[2713] syphilis
[2713] infectious
[2712] gonorrhea

Top Words in Tweet in G2:
[595] central
[592] vaxx
[592] undermining
[592] reminder
[592] desantis
[592] vaccines
[592] anti
[592] madness
[592] consider
[592] descent

Top Words in Tweet in G3:
[458] measles
[111] outbreak
[93] children
[83] ohio
[79] vaccine
[62] vaccinated
[58] more
[52] covid
[51] cases
[47] र

Top Words in Tweet in G4:
[129] measles
[39] vaccine
[38] shocktraumarn
[33] angryfleas
[33] mcfunny
[32] provaxtexan
[32] krebiozen
[31] maureenstroud
[31] kevinault
[31] swedishchf

Top Words in Tweet in G5:
[98] #measles
[87] य
[74] measles
[70] व
[69] children
[58] diseases
[54] र
[52] protect
[52] parents
[51] making

Top Words in Tweet in G6:
[190] य
[163] measles
[162] स
[149] ग
[128] #measles
[120] ल
[120] वरच
[101] न
[96] लक
[94] ब

Top Words in Tweet in G7:
[173] measles
[168] polio
[167] esqueer_
[154] pro
[154] going
[154] platform
[153] running
[153] 2024
[153] republican
[153] candidates

Top Words in Tweet in G8:
[71] measles
[39] elonmusk
[35] vaccines
[30] polio
[24] vaccine
[15] mumps
[13] smallpox
[13] rubella
[13] covid
[12] children

Top Words in Tweet in G9:
[96] measles
[69] covid
[68] lauramiers
[67] rsv
[61] influenza
[61] reported
[61] rhinovirus
[60] outbreaks
[60] h1n1
[60] spring

Top Words in Tweet in G10:
[10] 12
[7] sonkoubun
[6] 40
[6] dounaga3
[5] angama_market
[4] 素手で握ったおにぎり
[4] afp
[4] 新型コロナ
[4] tomtom_tom3
[4] 25

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2833] smallpox,measles
[2803] infectious,diseases
[2797] measles,many
[2794] cholera,syphilis
[2793] many,infectious
[2792] gonorrhea,smallpox
[2792] live,cholera
[2792] syphilis,gonorrhea
[2788] elisaperego78,live
[608] anti,vaxx

Top Word Pairs in Tweet in G1:
[2713] infectious,diseases
[2713] cholera,syphilis
[2713] smallpox,measles
[2712] gonorrhea,smallpox
[2712] measles,many
[2712] live,cholera
[2712] syphilis,gonorrhea
[2712] many,infectious
[2710] elisaperego78,live
[9] subsidising,people

Top Word Pairs in Tweet in G2:
[592] vaxx,madness
[592] descent,desantis
[592] undermining,vaccines
[592] desantis,anti
[592] anti,vaxx
[592] reminder,undermining
[592] vaccines,central
[592] madness,reminder
[592] consider,descent
[591] simonwdc,consider

Top Word Pairs in Tweet in G3:
[91] measles,outbreak
[45] outbreak,ohio
[33] young,vaccinated
[33] unvaccinated,measles
[32] affecting,children
[32] children,young
[32] ohio,explodes
[32] explodes,affecting
[29] ohio,measles
[28] measles,mumps

Top Word Pairs in Tweet in G4:
[30] barryjohnreid21,shocktraumarn
[24] shadowdroid616,tomsirolimus
[24] jtmayes3,swedishchf
[24] thskicksarefire,idunsdaughter
[24] monstercoyliar,doritmi
[24] aspalaasnasntyr,pawley_robert
[24] adrian7745,statsguyuk
[24] doom37455413,johannaszabo1
[24] tomsirolimus,krebiozen
[24] johannaszabo1,nicky111lady

Top Word Pairs in Tweet in G5:
[50] parents,protect
[50] #measles,making
[50] making,comeback
[50] protect,children
[48] seeing,resurgence
[48] resurgence,diseases
[48] diseases,parents
[48] comeback,seeing
[44] children,measle
[27] व,द

Top Word Pairs in Tweet in G6:
[114] ग,वरच
[90] ब,लक
[83] स,न
[79] mybmchealth,ग
[63] घ,य
[59] ण,य
[58] य,प
[58] प,स
[58] लक,ल
[57] लस,घ

Top Word Pairs in Tweet in G7:
[165] measles,polio
[154] polio,platform
[154] pro,measles
[153] 2024,republican
[153] running,pro
[153] candidates,running
[153] republican,primary
[153] primary,going
[153] going,candidates
[152] esqueer_,2024

Top Word Pairs in Tweet in G8:
[12] measles,mumps
[9] mumps,rubella
[9] polio,smallpox
[8] try,having
[8] rubella,diphtheria
[8] having,polio
[8] polio,measles
[8] measles,outbreak
[8] smallpox,measles
[6] before,start

Top Word Pairs in Tweet in G9:
[60] reported,spring
[60] enterovirus,d68
[60] rsv,severe
[60] d68,parechovirus
[60] severe,rhinovirus
[60] spring,covid
[60] covid,rsv
[60] h1n1,mpox
[60] outbreaks,reported
[60] parechovirus,influenza

Top Word Pairs in Tweet in G10:
[4] 仏代表で体調不良選手続出,指揮官はラビオの決勝出場に自信
[4] afp,時事
[4] 指揮官はラビオの決勝出場に自信,afp
[4] gt,40
[4] インフルエンザのような症状の選手が何人かいるが,それがまん延しないようにしている
[4] 釣ったサバの刺身,釣ったイカの刺身
[4] 沖縄タイムス,プラス
[2] 一部有料サイトでしか公開されていないので詳細は伏せますが,この件
[2] で対応,思っていたのと違います
[2] これ以上,ひどくなっても変わらない

Top Replied-To
Top Replied-To in Entire Graph:
@scparks70
@santis4_star
@repthomasmassie
@esqueer_
@atrupar
@marshablackburn
@govrondesantis
@tomilahren
@cnn
@jeffreymlevy

Top Replied-To in G1:
@elisaperego78
@chronicallybeee
@phil_tanner
@hallinen_diane

Top Replied-To in G2:
@christi34606551

Top Replied-To in G4:
@repthomasmassie
@sunshine_toes
@richykirsh
@acmeatomicace
@louforfreedoml1
@pouldeau61
@rwmalonemd
@jkelleyk
@jimeeliberty
@covidchihuaha

Top Replied-To in G5:
@who
@samoagovt
@jama_current
@mcdevonmd
@avis_favaro
@drericding
@laurenpelley
@karamballes
@michaelmina_lab
@minervasbard

Top Replied-To in G6:
@pankajpachauri
@mybmc
@mahahealthiec

Top Replied-To in G7:
@esqueer_
@j_mayumi_
@marckson89

Top Replied-To in G8:
@elonmusk
@ronfilipkowski
@ledfloydian
@vaughnwde
@servel201
@jobird003
@akaetorres2001
@theomegavarian1
@marshafactor1
@unbridledmd

Top Replied-To in G9:
@adede38496510
@rogerbraun7
@tinasan05806292
@clark_vikingdk
@dhogaza2
@jacobbaguilar
@enemyinastate
@theresapsy
@lindsayboyce85
@fredolives

Top Replied-To in G10:
@koichi_kawakami

Top Mentioned
Top Mentioned in Entire Graph:
@elisaperego78
@simonwdc
@esqueer_
@who
@mybmchealth
@lauramiers
@awakenindiamov
@peterhotez
@mommamia1217
@tomilahren

Top Mentioned in G1:
@elisaperego78
@waynemcdougall
@nbc4i
@raissawriter
@jlounsbury59
@x_chemicalism_x
@drajm
@njbbari3
@maniluhjustine
@kiraserpentine

Top Mentioned in G2:
@simonwdc
@elisaperego78
@brucelesley
@tblountnews
@scurtis2007
@dr_kkjetelina

Top Mentioned in G3:
@bagshaw2112
@academics_de
@lusk_jr
@universalruth
@heilenhome
@fr_hossain

Top Mentioned in G4:
@shocktraumarn
@mcfunny
@angryfleas
@provaxtexan
@krebiozen
@swedishchf
@kevinault
@maureenstroud
@nuhope2022
@scary7dr

Top Mentioned in G5:
@who
@jama_current
@ariskatzourakis
@cdcgov
@mahadgipr
@pibmumbai
@mocoband
@laurenpelley
@wef
@unicef

Top Mentioned in G6:
@mybmchealth
@awakenindiamov
@mohfw_india
@unicefindia
@cmomaharashtra
@pankajpachauri
@cmoma
@hindustantimes
@deeeternalopt
@mybmc

Top Mentioned in G7:
@esqueer_
@elisaperego78
@simonwdc
@drobrienmd
@leftygayboi2
@boris_natashafl

Top Mentioned in G8:
@elonmusk
@aboutpediatrics
@catturd2
@nfidvaccines
@mutual_lp
@eltonofficial
@elusiveladykat
@retiredmojoman
@xinepeng
@libsoftiktok

Top Mentioned in G9:
@lauramiers
@elisaperego78
@furnesscolin
@jmcrookston
@epiellie
@harlequingloryb
@jacobbaguilar
@hallinen_diane
@tinasan05806292
@meetjess

Top Mentioned in G10:
@sonkoubun
@dounaga3
@angama_market
@tomtom_tom3
@j_j_kant
@yamabukiorca
@aoihana1213
@isopi15
@suzannek23
@matsuneko25

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@jurylady5
@stigmabaseo
@stigmabaseu
@federicoalves
@sosorasora3
@lizditz
@bannerite
@httweets
@marthalynneowe1

Top Tweeters in G1:
@bannerite
@carrybeyond
@sar_oso
@deepvard
@sallyagale
@alizardx
@joekoffee
@windmillcharger
@brendahazelhur1
@pushandpulljlm

Top Tweeters in G2:
@marthalynneowe1
@cnbsnana
@paxnostrum
@metaquest
@tallyannae
@barbiewithatude
@snw106
@granny_st
@locou9
@kw1979

Top Tweeters in G3:
@stigmabaseo
@stigmabaseu
@malliardreport
@dancas2
@rvp
@thedextazlab
@boandsunny
@hautahbuhgee
@mary_swilling
@hardknoxfirst

Top Tweeters in G4:
@ericmoo91919605
@doritmi
@lissnup
@_mamadeb
@islandgirlprv
@monstercoyliar
@shipper_xphi
@nick29433777
@littlelishka
@takethatct

Top Tweeters in G5:
@digyoursoul
@fiona_fionnagal
@vickimo08056436
@carollei4
@abc
@predederva
@monitor_ph
@ohemaadufiegh
@susankheflin
@basuashis

Top Tweeters in G6:
@samiullah_inc
@hindustantimes
@airnewsalerts
@manavnautiya
@zafar196718
@pib_india
@greatairi
@baanwaramann
@ddnewslive
@kiranmartis9

Top Tweeters in G7:
@missb62
@federicoalves
@masky_jay_hoody
@dollymad1812
@lonegamer78
@mumbly_joe
@verticalrepeat
@brianoloughlin9
@r_wolfcastle
@gintaxalviss

Top Tweeters in G8:
@rhonda_harbison
@davidmweissman
@carlquintanilla
@maxthegirl
@theonion
@webb0412
@catturd2
@lovetocook12345
@justmeelc
@marc_veld

Top Tweeters in G9:
@jurylady5
@monty_chadha
@katcapps
@miti_vigliero
@imaniman77502
@moniquedhooghe
@scott_squires
@pookleblinky
@watinthe_
@noahtzedek

Top Tweeters in G10:
@sosorasora3
@qbk_jitensya
@kyodo_official
@kottur_lover22
@yahoonewstopics
@awazu21
@theokinawatimes
@yeuxqui
@ompfarm
@yukirin2000


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