measles, Twitter, 8/27/2022 10:41:18 PM, 280821


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measles_2022-08-27_15-02-25.xlsx
measles_2022-08-27_15-02-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 27, 2022
Short Description:
measles via NodeXL https://bit.ly/3PWGodd
@lanawoolford
@alan_measles
@emouseanon
@who
@lizditz
@tonybaduy
@marcusblimi
@ryanbeed
@doritmi
@mrjoncryer

Top hashtags:
#vaccines
#measles
#vaccination
#mumps
#rubella
#covid19
#zimbabwe
#mmr
#polio
#vaccineswork

Description:
Description
The graph represents a network of 10,001 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, 27 August 2022 at 22:10 UTC.

The requested start date was Saturday, 27 August 2022 at 00:01 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 7-day, 16-hour, 19-minute period from Thursday, 18 August 2022 at 19:30 UTC to Friday, 26 August 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 : 10001
Unique Edges : 7950
Edges With Duplicates : 9887
Total Edges : 17837
Number of Edge Types : 5
Replies to : 2871
Tweet : 1312
MentionsInRetweet : 4737
Mentions : 5179
Retweet : 3738
Self-Loops : 1362
Reciprocated Vertex Pair Ratio : 0.0196595977063803
Reciprocated Edge Ratio : 0.038561099705436
Connected Components : 1466
Single-Vertex Connected Components : 484
Maximum Vertices in a Connected Component : 4966
Maximum Edges in a Connected Component : 10834
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 8.614821
Graph Density : 0.000112018798120188
Modularity : 0.626629
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 10,001 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, 27 August 2022 at 22:10 UTC.

The requested start date was Saturday, 27 August 2022 at 00:01 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 7-day, 16-hour, 19-minute period from Thursday, 18 August 2022 at 19:30 UTC to Friday, 26 August 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:
[31] https://www.herald.co.zw/govt-confronts-measles-outbreak/
[28] https://www.reuters.com/business/healthcare-pharmaceuticals/germanys-constitutional-court-upholds-measles-vaccine-mandate-children-2022-08-18/
[17] https://www.dw.com/en/zimbabwe-measles-outbreak-leaves-more-than-150-children-dead/a-62829593
[10] https://abcnews.go.com/International/wireStory/measles-outbreak-zimbabwe-kills-157-unvaccinated-children-88485363
[8] https://www.nuvancehealth.org/health-tips-and-news/vaccines-in-adulthood?utm_campaign=primary_care&utm_source=social&utm_medium=boost&utm_content=mmr
[8] https://www.newsday.co.zw/2022/08/measles-spreads-in-masvingo-manicaland/
[8] https://twitter.com/LanaWoolford/status/1559859958904143872
[7] https://www.nhs.uk/MMR
[7] https://www.reuters.com/business/healthcare-pharmaceuticals/zimbabwe-measles-outbreak-blamed-sect-gatherings-kills-157-children-2022-08-16/
[6] https://medicalxpress.com/news/2022-08-children-dead-zimbabwe-measles-outbreak.html

Top URLs in Tweet in G1:
[1] https://www.nhs.uk/MMR
[1] https://twitter.com/LanaWoolford/status/1559859971327774720
[1] https://www.bbc.com/future/article/20211112-the-people-with-immune-amnesia

Top URLs in Tweet in G2:
[2] https://www.theguardian.com/lifeandstyle/2022/aug/21/ask-philippa-perry-at-work-there-is-so-much-gossip-i-hate-it-but-cant-stop?CMP=share_btn_tw
[2] http://www.stmartin-in-the-fields.org/lectures
[2] https://www.stmartin-in-the-fields.org/whats-on/?category=613
[2] https://www.antonygormley.com/news/installation-of-places-to-be-peterborough
[1] https://twitter.com/graysonperry/status/1560082330554961925
[1] https://think.aber.ac.uk/launching-lanes-and-lines-a-project/
[1] https://emma-lucy-thomson.net/2022/08/24/i-know-what-i-want-but-i-wont-get-it-and-there-is-no-way-others-can-help/
[1] https://emma-lucy-thomson.net/2022/08/20/i-am-down-because/
[1] https://twitter.com/Only9built/status/1561690483700731906
[1] https://chriscantyphoto.photoshelter.com/portfolio/C0000bMtSasU6SOw/G0000RIt5USywQyE/I0000swShvIptnmA

Top URLs in Tweet in G3:
[6] https://www.nuvancehealth.org/health-tips-and-news/vaccines-in-adulthood?utm_campaign=primary_care&utm_source=social&utm_medium=boost&utm_content=mmr
[5] https://twitter.com/LanaWoolford/status/1559859958904143872
[4] https://www.thailandmedical.news/news/breaking-measles-virus-spreading-in-zimbabwe-and-afghanistan-that-is-causing-deaths-in-children-is-a-new-genotype-never-identified-before
[3] https://twitter.com/lanawoolford/status/1559859958904143872
[3] https://www.nhs.uk/conditions/vaccinations/mmr-vaccine/
[3] https://www.cdc.gov/vaccines/parents/visit/vaccination-during-COVID-19.html#:~:text=A
[3] CDC
[3] report
[3] released
[3] in,was

Top URLs in Tweet in G4:
[8] https://www.newsday.co.zw/2022/08/measles-spreads-in-masvingo-manicaland/
[3] https://healthtimes.co.zw/2022/08/19/make-measles-vaccination-mandatory-for-mapostori-children-vp-chiwenga-told/
[1] https://twitter.com/jljcolorado/status/1562198327772340224
[1] https://aricjournal.biomedcentral.com/articles/10.1186/s13756-020-00779-6
[1] https://twitter.com/jljcolorado/status/1383586839806693379
[1] http://pediatrics.aappublications.org/cgi/pmidlookup?view=long&pmid=3982900
[1] https://ajph.aphapublications.org/doi/10.2105/AJPH.33.12.1436?cookieSet=1
[1] https://publications.aap.org/pediatrics/article-abstract/75/4/676/53361/Measles-Outbreak-in-a-Pediatric-Practice-Airborne?redirectedFrom=fulltext
[1] https://www.nejm.org/doi/full/10.1056/NEJM198002213020807?cookieSet=1
[1] https://onlinelibrary.wiley.com/doi/10.1111/ina.13070

Top URLs in Tweet in G6:
[1] https://www.jta.org/2022/08/03/ny/nyc-health-officials-urge-vaccination-in-brooklyns-hasidic-communities-following-upstate-polio-case/amp

Top URLs in Tweet in G7:
[5] https://abcnews.go.com/Health/dying-covid-unvaccinated/story?id=82834971
[3] https://www.gov.uk/government/publications/measles-deaths-by-age-group-from-1980-to-2013-ons-data/measles-notifications-and-deaths-in-england-and-wales-1940-to-2013
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-02233-6
[1] https://www.wilsoncenter.org/blog-post/vaccine-hesitancy-ukraine-sign-crisis-governance
[1] https://www.theguardian.com/world/2021/oct/02/portsmouth-teenager-dies-of-covid-on-day-she-was-due-to-get-vaccine
[1] https://www.nature.com/articles/s41591-022-01689-3

Top URLs in Tweet in G8:
[4] https://mainichi.jp/articles/20220819/k00/00m/010/179000c
[2] https://news.yahoo.co.jp/articles/6616a797bf9475be111cf13b87e1daa686a9186d
[2] https://news.yahoo.co.jp/articles/288656cb3acb77935bf64cc364433323ef6be4b3
[2] https://mainichi.jp/articles/20220819/k00/00m/040/160000c
[2] https://news.livedoor.com/article/detail/22698369/
[2] https://news.yahoo.co.jp/pickup/6436126
[2] https://hc.nikkan-gendai.com/articles/278013
[2] https://www3.nhk.or.jp/news/special/coronavirus/atschool/detail/detail_62.html
[2] https://www3.nhk.or.jp/news/html/20220820/k10013780421000.html
[2] https://mainichi.jp/articles/20200531/k00/00m/040/139000c

Top URLs in Tweet in G9:
[20] https://www.reuters.com/business/healthcare-pharmaceuticals/germanys-constitutional-court-upholds-measles-vaccine-mandate-children-2022-08-18/
[4] https://promedmail.org/promed-post/?id=20220822.8705164
[3] https://www.newyorker.com/news/as-told-to/amid-a-measles-outbreak-an-ultra-orthodox-nurse-fights-vaccination-fears-in-her-community
[1] https://www.mayoclinic.org/healthy-lifestyle/infant-and-toddler-health/in-depth/vaccines/art-20048334
[1] https://vaccinateyourfamily.org/theirbestshot
[1] https://hoosiersvaccinate.org/improving-indiana-immunization-rates/
[1] https://www.pnas.org/doi/10.1073/pnas.0409465102
[1] https://vaccinateyourfamily.org/theirbestshot/
[1] https://www.cnn.com/2019/09/25/health/measles-outbreak-over-rockland-county-ny
[1] https://www.politico.com/magazine/story/2019/05/08/robert-kennedy-jr-measles-vaccines-226798/

Top URLs in Tweet in G10:
[1] https://amp.cnn.com/cnn/2020/09/01/health/eua-coronavirus-vaccine-history/index.html
[1] https://www.mayoclinic.org/diseases-conditions/measles/expert-answers/getting-measles-after-vaccination/faq-20125397

Top Domains
Top Domains in Tweet in Entire Graph:
[215] twitter.com
[51] co.zw
[47] reuters.com
[32] co.jp
[28] nih.gov
[25] dw.com
[21] cdc.gov
[17] co.uk
[16] nhs.uk
[15] go.com

Top Domains in Tweet in G1:
[1] nhs.uk
[1] twitter.com
[1] bbc.com

Top Domains in Tweet in G2:
[4] twitter.com
[4] stmartin-in-the-fields.org
[2] theguardian.com
[2] emma-lucy-thomson.net
[2] flickr.com
[2] antonygormley.com
[1] ac.uk
[1] photoshelter.com
[1] carvemag.com
[1] co.uk

Top Domains in Tweet in G3:
[88] twitter.com
[8] substack.com
[7] cdc.gov
[6] co.uk
[6] nuvancehealth.org
[5] reuters.com
[5] nhs.uk
[4] co.nz
[4] globaldiasporanews.com
[4] thailandmedical.news

Top Domains in Tweet in G4:
[13] co.zw
[6] twitter.com
[1] biomedcentral.com
[1] aappublications.org
[1] aphapublications.org
[1] aap.org
[1] nejm.org
[1] wiley.com
[1] bbc.com
[1] nhs.uk

Top Domains in Tweet in G6:
[1] jta.org

Top Domains in Tweet in G7:
[5] go.com
[3] gov.uk
[2] nature.com
[1] wilsoncenter.org
[1] theguardian.com

Top Domains in Tweet in G8:
[51] twitter.com
[32] co.jp
[9] mainichi.jp
[6] or.jp
[3] asahi.com
[2] livedoor.com
[2] nikkan-gendai.com
[2] aichi.jp
[2] nagoya.jp
[2] nordot.app

Top Domains in Tweet in G9:
[20] reuters.com
[4] promedmail.org
[3] newyorker.com
[2] vaccinateyourfamily.org
[2] twitter.com
[1] mayoclinic.org
[1] hoosiersvaccinate.org
[1] pnas.org
[1] cnn.com
[1] politico.com

Top Domains in Tweet in G10:
[1] cnn.com
[1] mayoclinic.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[695] vaccines
[147] measles
[41] vaccination
[35] mumps
[32] rubella
[31] covid19
[28] zimbabwe
[24] mmr
[23] polio
[16] vaccineswork



Top Hashtags in Tweet in G1:
[667] vaccines
[9] measles
[9] mumps
[9] rubella
[1] mmr
[1] mmrvaccine

Top Hashtags in Tweet in G2:
[11] ssos2022
[10] graysonsartclub
[3] anotherplace
[2] 4for44
[2] houseforessex
[2] ronsplace
[2] birkenhead
[1] atomandluna
[1] funnelwicklimb
[1] wrabness

Top Hashtags in Tweet in G3:
[33] measles
[11] mumps
[11] vaccination
[10] rubella
[10] mmr
[8] niam
[7] vaccineswork
[7] staysafe
[7] lyrics
[6] infectiousdiseases

Top Hashtags in Tweet in G4:
[9] zimbabwe
[7] measles
[6] vaccineswork
[6] chws
[5] cwghincommunities
[3] covid19
[2] healthforall
[2] dyk
[2] unicefthxjapan
[2] japan

Top Hashtags in Tweet in G7:
[2] vaccines

Top Hashtags in Tweet in G8:
[10] yahooニュース
[9] このままでは二学期は無理
[8] コロナ後遺症
[5] コロナ後遺症外来
[4] コロナ
[4] pcr検査と治療薬提供の拡充を求めます
[2] 感染
[2] 陽性
[2] 登録
[2] 医療

Top Hashtags in Tweet in G9:
[4] vaccines
[3] niam2022
[2] covid19
[2] theirbestshot

Top Words
Top Words in Tweet in Entire Graph:
[4815] measles
[1699] polio
[1228] vaccines
[1153] mumps
[999] vaccine
[951] diseases
[933] hepatitis
[823] baby
[820] very
[744] having

Top Words in Tweet in G1:
[727] lanawoolford
[673] adult
[672] very
[671] having
[670] routine
[670] baby
[668] ill
[668] knew
[667] short
[667] story

Top Words in Tweet in G2:
[608] alan_measles
[46] love
[43] one
[41] see
[38] joannaccherry
[38] jk_rowling
[37] lottiehistory
[36] ago
[34] time
[33] years

Top Words in Tweet in G3:
[558] measles
[103] polio
[77] diseases
[66] children
[66] mumps
[64] vaccines
[64] vaccine
[54] against
[54] cx10
[51] rubella

Top Words in Tweet in G4:
[298] measles
[201] jljcolorado
[136] diseases
[135] airborne
[115] baby
[114] joyce
[108] unicef
[93] know
[91] back
[83] transmission

Top Words in Tweet in G5:
[728] hepatitis
[364] diseases
[364] prevent
[364] taking
[364] vaccines
[364] cervical
[364] cancer
[364] hpv
[364] polio
[364] rabies

Top Words in Tweet in G6:
[17] measles
[8] mucusmucous
[7] scientiapercept
[6] polio
[6] riverisme6
[6] doubledumas
[6] biased_lemmings
[6] soundsofnyx
[6] melanie33720945
[6] imidnighte

Top Words in Tweet in G7:
[67] measles
[24] vaccine
[21] vaccines
[19] polio
[14] breezergalway
[14] covid
[13] people
[12] geoffschuler
[12] omicron
[11] jimeeliberty

Top Words in Tweet in G8:
[10] これ
[10] #yahooニュース
[9] #このままでは二学期は無理
[9] hashika_measles
[8] どうなっているんだ
[8] triangle24
[8] nhk
[8] kuramochijin
[8] と
[8] えっ

Top Words in Tweet in G9:
[124] measles
[82] marcusblimi
[82] 2019
[74] fair
[73] health
[72] defame
[72] character
[72] selectively
[72] twist
[72] words

Top Words in Tweet in G10:
[174] measles
[132] mrjoncryer
[72] polio
[63] vaccine
[57] vaccines
[43] firemanhood
[35] mumps
[34] covid
[23] people
[19] don

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[677] adult,very
[676] short,story
[676] story,tips
[676] tips,having
[676] having,routine
[676] routine,#vaccines
[676] #vaccines,adult
[676] very,ill
[676] ill,baby
[676] baby,knew

Top Word Pairs in Tweet in G1:
[668] adult,very
[667] short,story
[667] story,tips
[667] tips,having
[667] having,routine
[667] routine,#vaccines
[667] #vaccines,adult
[667] very,ill
[667] ill,baby
[667] baby,knew

Top Word Pairs in Tweet in G2:
[37] lottiehistory,joannaccherry
[29] years,ago
[20] joannaccherry,alan_measles
[20] alan_measles,jk_rowling
[20] alan_measles,love
[18] joannaccherry,remember
[18] remember,couple
[18] couple,years
[18] ago,alan_measles
[18] alan_measles,saying

Top Word Pairs in Tweet in G3:
[37] polio,measles
[37] measles,mumps
[36] cx10,cx10
[32] measles,outbreak
[31] whooping,cough
[30] vox2,vox2
[22] measles,はしか
[21] chicken,pox
[21] mumps,rubella
[18] make,sure

Top Word Pairs in Tweet in G4:
[57] know,baby
[57] baby,gets
[57] gets,vaccines
[57] vaccines,affected
[57] affected,diseases
[57] diseases,joyce
[57] joyce,joyce
[57] joyce,took
[57] took,baby
[57] baby,william

Top Word Pairs in Tweet in G5:
[364] diseases,prevent
[364] prevent,taking
[364] taking,vaccines
[364] vaccines,cervical
[364] cervical,cancer
[364] cancer,hpv
[364] hpv,hepatitis
[364] hepatitis,hepatitis
[364] hepatitis,polio
[364] polio,rabies

Top Word Pairs in Tweet in G6:
[6] soundsofnyx,scientiapercept
[6] scientiapercept,melanie33720945
[6] melanie33720945,imidnighte
[6] imidnighte,999devilish
[6] 999devilish,thegodlessdad
[5] riverisme6,mucusmucous
[4] measles,mumps
[4] mucusmucous,soundsofnyx
[3] measles,outbreak
[3] doubledumas,riverisme6

Top Word Pairs in Tweet in G7:
[7] tonybaduy,richykirsh
[7] richykirsh,doom37455413
[7] doom37455413,doritmi
[7] skepticalmutant,tomsirolimus
[7] consequentialbr,monstercoyliar
[7] monstercoyliar,mattmcinnis6
[7] mattmcinnis6,cricrifi
[7] cricrifi,loredoctor
[7] loredoctor,castort26371809
[7] castort26371809,geoffschuler

Top Word Pairs in Tweet in G8:
[5] #コロナ後遺症,#コロナ後遺症外来
[4] 2022,25
[4] いらだつ岸田首相,どうなっているんだ
[4] どうなっているんだ,新型コロナ対策は今
[4] 仕方ないよね,家で看取ろう
[4] えっ,えっ
[2] 学校に電話,うちは今までにも何度もお願いしてるんで話は早く
[2] うちは今までにも何度もお願いしてるんで話は早く,出来るものはオンライン授業提供で
[2] 出来るものはオンライン授業提供で,と言うことになった
[2] と言うことになった,感染者数減って欲しい

Top Word Pairs in Tweet in G9:
[72] defame,character
[72] character,selectively
[72] selectively,twist
[72] twist,words
[72] words,harass
[72] harass,hell
[72] hell,2019
[72] 2019,held
[72] held,health
[72] health,fair

Top Word Pairs in Tweet in G10:
[43] firemanhood,mrjoncryer
[30] measles,vaccine
[27] polio,measles
[26] mrjoncryer,measles
[23] measles,mumps
[19] measles,vaccines
[15] martini3102,bonchieredstate
[15] bonchieredstate,mrjoncryer
[13] mumps,rubella
[11] catching,transmitting

Top Replied-To
Top Replied-To in Entire Graph:
@alan_measles
@mrjoncryer
@elainebks
@measles_the
@firemanhood
@lanawoolford
@tedcruz
@jamiesale
@joglynn70
@pierrepoilievre

Top Replied-To in G1:
@lanawoolford
@joglynn70
@naynaycoffee
@drkirstyross
@amandab55744931
@maisongladys
@abi_bouw
@nhamtn
@lynn_nothegger
@forgiveninasong

Top Replied-To in G2:
@alan_measles
@annienic123
@howardpidge
@lottiehistory
@cc_bloom
@carriecornell
@tim_burgess
@allotmenthelen
@niallguitesogb4
@guestlandlord

Top Replied-To in G3:

Top Replied-To in G4:
@drtedros
@jljcolorado
@bumblebuzz6
@pasdedeuxproj
@barbapapa858688
@h_shriya
@hill_dyke
@mcazofficial
@sophielouisecc
@timcolbourn

Top Replied-To in G6:
@theone20211
@icantusemyname3
@princess_pea_1
@13seitz13
@yvonnecar20
@chrishildabrant
@vincegottalotta
@wisemanryder
@jatapps
@trubyte

Top Replied-To in G7:
@justa_prick
@colinjolicouer
@nnnn996
@jonathanhannah
@thedissenter4
@ryanbeed
@judysimpson222
@amaryllispot
@stephen1e4
@pouldeau61

Top Replied-To in G8:
@curioshiki
@miyamiya039
@miyake_yohei
@momotar35639597
@ilprqslxbrk3qsw
@sosorasora3
@nanaio627
@tomoko0913natu1
@hudikaha
@rpshbicmzhessuy

Top Replied-To in G9:
@tryangregory
@deenieshats
@krauthben
@gyamey
@marcusblimi
@lowrey_roger
@michaelsfuhrer
@mackayim
@iheartennis
@michaelcannoni1

Top Replied-To in G10:
@mrjoncryer
@firemanhood
@martini3102
@thatboidwill
@johnnybravo247
@tzimtzum89
@fairwayfinder91
@ireenealmayda
@tequilakeck
@njwarriorgirl

Top Mentioned
Top Mentioned in Entire Graph:
@lanawoolford
@firstdoktor
@jljcolorado
@alan_measles
@bradmossesq
@unicef
@mrjoncryer
@wellencemujuru
@marcusblimi
@picphysicians

Top Mentioned in G1:
@lanawoolford
@drkirstyross
@ukhsa
@doctor_oxford
@esterlevinrad
@joglynn70
@kellyfromab
@g_gosden
@lynn_nothegger
@elainebks

Top Mentioned in G2:
@alan_measles
@jk_rowling
@joannaccherry
@lottiehistory
@niallguitesogb4
@soyorkshumber
@philippa_perry
@womanxx_
@mac_birmingham

Top Mentioned in G3:
@pitch4kdemocrat
@joeiscool1981
@whaleshealth
@pastudybot
@brilliantmukaro

Top Mentioned in G4:
@jljcolorado
@unicef
@who
@jmcrookston
@drtedros
@moh_ukraine
@pahowho
@itairusike
@unicefnamibia
@who_zimbabwe

Top Mentioned in G5:
@firstdoktor

Top Mentioned in G6:
@mucusmucous
@scientiapercept
@riverisme6
@doubledumas
@soundsofnyx
@melanie33720945
@imidnighte
@999devilish
@thegodlessdad
@autocorrect2_0

Top Mentioned in G7:
@breezergalway
@geoffschuler
@jimeeliberty
@kstateturk
@mcfunny
@ogilville1
@fornowago
@nuhope2022
@atomskssanakan
@andrewlazarus4

Top Mentioned in G8:
@hashika_measles
@triangle24
@kuramochijin
@kh_hokujinigrtc
@tomoko0913natu1
@georgebest1969
@suzannek23
@homecare_hinata
@angama_market
@h3fxbmh4niixjua

Top Mentioned in G9:
@marcusblimi
@arthurcaplan
@gyamey
@tryangregory
@doritmi
@vaxyourfam
@immunizeca
@snorman1776
@laseletzky
@healthaction

Top Mentioned in G10:
@mrjoncryer
@firemanhood
@bonchieredstate
@tequilakeck
@martini3102
@thatboidwill
@tala_noexcuses
@ski_nh
@shaycormac_1
@mededitor

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@filafresh
@tesco
@rk70534
@roblwilson
@independent
@sosorasora3
@lizditz
@derekjohnbryant
@cheezwitham

Top Tweeters in G1:
@roblwilson
@hazelglasgow
@wildwalkerwoman
@profsunnysingh
@golwgymor
@hughjaeger
@pennytindall
@cristinaprkr
@huwsayer
@tristramwyatt

Top Tweeters in G2:
@catwoman1979
@banjohfuhruhur
@hullfair
@gargarin
@greenbeltsal
@frozenwarning
@272bookfaith
@klemeshera
@tim_burgess
@stilltish

Top Tweeters in G3:
@chronlaw
@liveedges
@robisrandomaf_6
@anamafalda1992
@rosenthalellery
@wavesofeuphoria
@cangal_39
@daily_record
@upschittscreek1
@radarstrend

Top Tweeters in G4:
@rk70534
@dev_discourse
@nilimajumder
@euethnic
@anas_erindra
@protectingterra
@letsroc137
@e2dot7182818284
@263chat
@monitor_ph

Top Tweeters in G5:
@iphedollar
@trending_medic
@hefelove
@ronyj16
@sauceboy120
@i_am_elkay2
@abiolazupakid
@prettycharrry
@chukwuemeka_jrr
@jameel_yh

Top Tweeters in G6:
@vickie627
@meknowhu
@jencages
@michellmybell1
@takethatdarwin
@vincegottalotta
@ladyoftheocean1
@kleeontheright
@jds44894884
@claireluvsbearz

Top Tweeters in G7:
@paulwiggins
@adevotedyogi
@rolo_tamasi
@scattermae777m
@joe_in_indiana
@scepticalaussie
@epochtimes
@monstercoyliar
@takethatct
@w7voa

Top Tweeters in G8:
@sosorasora3
@qbk_jitensya
@nasitaro
@kyodo_official
@kaokou11
@twitaco
@akasari_e
@milmakeg
@hiromi19611
@keyaki1117

Top Tweeters in G9:
@lizditz
@katcapps
@alwaysthinkhow
@pecunium
@lonegamer78
@holliejoyjoy
@melodypuppydog
@weirmb
@kelownascott
@mvgal92691

Top Tweeters in G10:
@skis416
@mrspinkston85
@mrjoncryer
@krazykitkatm
@shaycormac_1
@stoicskeptical
@mededitor
@marimagforever
@trixasis2
@eabra48463


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