SARS-NCOV, Twitter, 9/26/2021 4:13:13 PM, 262908


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SARS-NCOV_2021-09-26_02-57-05.xlsx
SARS-NCOV_2021-09-26_02-57-05.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 26, 2021
Short Description:
SARS-NCOV via NodeXL https://bit.ly/3EVBtEU
@mcfunny
@jsaholmes
@doritmi
@who
@tommy_cleary
@cdcgov
@arthurzork
@orla_hegarty
@deegilhawley
@micheal_olainn

Top hashtags:
#covid19
#coronavirus
#covid
#コロナ
#ncov
#corona
#novel
#福岡県
#新型コロナ
#2019ncov

Description:
Description
The graph represents a network of 1,435 Twitter users whose tweets in the requested range contained "SARS-NCOV", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 26 September 2021 at 09:58 UTC.

The requested start date was Sunday, 26 September 2021 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 12-day, 11-hour, 10-minute period from Sunday, 12 September 2021 at 00:05 UTC to Friday, 24 September 2021 at 11:15 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 : 1435
Unique Edges : 1030
Edges With Duplicates : 1268
Total Edges : 2298
Number of Edge Types : 5
Replies to : 272
Mentions : 1048
Tweet : 155
Retweet : 317
MentionsInRetweet : 506
Self-Loops : 205
Reciprocated Vertex Pair Ratio : 0.00592153960029608
Reciprocated Edge Ratio : 0.0117733627667403
Connected Components : 275
Single-Vertex Connected Components : 45
Maximum Vertices in a Connected Component : 151
Maximum Edges in a Connected Component : 548
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.021712
Graph Density : 0.000660417243742073
Modularity : 0.594975
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,435 Twitter users whose tweets in the requested range contained "SARS-NCOV", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 26 September 2021 at 09:58 UTC.

The requested start date was Sunday, 26 September 2021 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 12-day, 11-hour, 10-minute period from Sunday, 12 September 2021 at 00:05 UTC to Friday, 24 September 2021 at 11:15 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 : SARS-NCOV
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:
[98] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[49] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/sars-cov-2-transmission.html
[39] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/fully-vaccinated-people.html
[16] https://www.who.int/news-room/q-a-detail/coronavirus-disease-covid-19-how-is-it-transmitted
[14] https://journals.scholarsportal.info/search?q=((COVID-19)+OR+(2019-nCoV)+OR+(SARS-CoV-2))&search_in=anywhere&date_from=&date_to=&sort=relevance&sub=
[11] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2484-idsc/10501-covid19-48.html
[9] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html?CDC_AA_refVal=https%3A%2F%2Fwww.cdc.gov%2Fcoronavirus%2F2019-ncov%2Fmore%2Fmasking-science-sars-cov2.html
[7] https://www.cdc.gov/coronavirus/2019-ncov/variants/variant-info.html
[7] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/transmission_k_12_schools.html#covid-19-children-adolescents
[6] https://www.cdc.gov/coronavirus/2019-ncov/lab/grows-virus-cell-culture.html

Top URLs in Tweet in G1:
[1] https://www.cdc.gov/coronavirus/2019-ncov/lab/testing.html
[1] https://www.publichealthontario.ca/-/media/documents/ncov/main/2020/09/cycle-threshold-values-sars-cov2-pcr.pdf?la=en
[1] https://med.stanford.edu/news/all-news/2021/09/surgical-masks-covid-19.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html

Top URLs in Tweet in G2:
[7] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/transmission_k_12_schools.html#covid-19-children-adolescents
[6] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/sars-cov-2-transmission.html
[4] https://www.who.int/publications/i/item/WHO-2019-nCoV-Sci_Brief-Natural_immunity-2021.1
[3] https://www.cdc.gov/coronavirus/2019-ncov/hcp/duration-isolation.html
[3] https://www.who.int/news-room/q-a-detail/coronavirus-disease-covid-19-how-is-it-transmitted
[2] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/transmission_k_12_schools.html
[1] https://twitter.com/newstalkfm/status/1437072780273623047
[1] https://www.cdc.gov/coronavirus/2019-ncov/variants/variant-info.html
[1] https://www.who.int/en/activities/tracking-SARS-CoV-2-variants/
[1] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/docs/close-contact-decision-tree.pdf

Top URLs in Tweet in G3:
[1] https://flutrackers.com/forum/forum/-2019-ncov-new-coronavirus/-2019-ncov-studies-research-academia/epidemiology/913772-vet-q-sars-cov-2-in-animals-potential-for-unknown-reservoir-hosts-and-public-health-implications
[1] https://flutrackers.com/forum/forum/-2019-ncov-new-coronavirus/-2019-ncov-studies-research-academia/epidemiology/924184-microbiol-spectr-serological-testing-reveals-the-hidden-covid-19-burden-among-health-care-workers-experiencing-a-sars-cov-2-nosocomial-outbreak

Top URLs in Tweet in G4:
[1] https://onlinelibrary.wiley.com/doi/full/10.1002/jmv.25990?cookieSet=1
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2820%2930114-6%2Ffulltext%3Famp%253Bamp%253Bqid%3D97638790&rc=0
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/planning-scenarios.html
[1] https://twitter.com/AtomsksSanakan/status/1437902319471972361
[1] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/cloth-face-cover-guidance.html

Top URLs in Tweet in G5:
[14] https://journals.scholarsportal.info/search?q=((COVID-19)+OR+(2019-nCoV)+OR+(SARS-CoV-2))&search_in=anywhere&date_from=&date_to=&sort=relevance&sub=
[3] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[3] https://www.cdc.gov/coronavirus/2019-ncov/variants/variant-info.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/variants/variant-surveillance.html
[2] https://nextstrain.org/ncov/open/global
[2] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2502-idsc/iasr-in/10464-496d03.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/fully-vaccinated-people.html
[2] https://journals.scholarsportal.info/search?q=((COVID-19)%20OR%20(coronavirus)%20OR%20(2019-nCoV)%20OR%20(SARS-CoV-2))&search_in=anywhere&op=AND&q=2021-09-22&search_in=LD
[2] https://journals.scholarsportal.info/search?q=((COVID-19)%20OR%20(coronavirus)%20OR%20(2019-nCoV)%20OR%20(SARS-CoV-2))&search_in=anywhere&op=AND&q=2021-09-12&search_in=LD
[2] https://journals.scholarsportal.info/search?q=((COVID-19)%20OR%20(coronavirus)%20OR%20(2019-nCoV)%20OR%20(SARS-CoV-2))&search_in=anywhere&op=AND&q=2021-09-14&search_in=LD

Top URLs in Tweet in G6:
[13] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/sars-cov-2-transmission.html
[13] https://www.who.int/news-room/q-a-detail/coronavirus-disease-covid-19-how-is-it-transmitted
[11] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2484-idsc/10501-covid19-48.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/sars-cov-2-transmission.html?CDC_AA_refVal=https%3A%2F%2Fwww.cdc.gov%2Fcoronavirus%2F2019-ncov%2Fscience%2Fscience-briefs%2Fscientific-brief-sars-cov-2.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/how-covid-spreads.html
[1] https://www.science.org/doi/10.1126/science.abd9149?cookieSet=1
[1] https://www.pnas.org/content/118/17/e2018995118

Top URLs in Tweet in G7:
[2] https://www.virosin.org/news/JobNews/80009733-8a04-4c92-9892-2b0fdb4a68df_en.htm
[1] https://medium.com/@yurideigin/lab-made-cov2-genealogy-through-the-lens-of-gain-of-function-research-f96dd7413748
[1] https://virosin.org/news/JobNews/80009733-8a04-4c92-9892-2b0fdb4a68df_en.htm
[1] https://twitter.com/TheSeeker268/status/1440866641814835201

Top URLs in Tweet in G8:
[5] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/fully-vaccinated-people.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html?CDC_AA_refVal=https%3A%2F%2Fwww.cdc.gov%2Fcoronavirus%2F2019-ncov%2Fmore%2Fmasking-science-sars-cov2.html#anchor_1619456945290

Top URLs in Tweet in G9:
[1] https://nextstrain.org/ncov/gisaid/global
[1] https://www.nytimes.com/interactive/2021/world/covid-vaccinations-tracker.html

Top URLs in Tweet in G10:
[4] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/sars-cov-2-transmission.html

Top Domains
Top Domains in Tweet in Entire Graph:
[279] cdc.gov
[31] who.int
[28] scholarsportal.info
[21] twitter.com
[19] go.jp
[9] nih.gov
[7] nature.com
[6] nextstrain.org
[6] pnas.org
[5] elsevierhealth.com

Top Domains in Tweet in G1:
[2] cdc.gov
[1] publichealthontario.ca
[1] stanford.edu

Top Domains in Tweet in G2:
[20] cdc.gov
[9] who.int
[2] twitter.com
[1] ispch.cl

Top Domains in Tweet in G3:
[2] flutrackers.com

Top Domains in Tweet in G4:
[2] cdc.gov
[1] wiley.com
[1] elsevierhealth.com
[1] twitter.com

Top Domains in Tweet in G5:
[28] scholarsportal.info
[15] cdc.gov
[4] twitter.com
[2] elsevierhealth.com
[2] nextstrain.org
[2] go.jp
[2] virological.org
[2] gob.es
[2] longdom.org
[2] abeomics.com

Top Domains in Tweet in G6:
[17] cdc.gov
[13] who.int
[11] go.jp
[1] science.org
[1] pnas.org

Top Domains in Tweet in G7:
[3] virosin.org
[1] medium.com
[1] twitter.com

Top Domains in Tweet in G8:
[6] cdc.gov

Top Domains in Tweet in G9:
[1] nextstrain.org
[1] nytimes.com

Top Domains in Tweet in G10:
[5] cdc.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[73] covid19
[57] coronavirus
[51] covid
[48] コロナ
[47] ncov
[45] corona
[45] novel
[44] 福岡県
[44] 新型コロナ
[43] 2019ncov



Top Hashtags in Tweet in G2:
[1] sarscov2
[1] testtostay

Top Hashtags in Tweet in G3:
[2] covid19

Top Hashtags in Tweet in G5:
[21] covid19
[15] sarscov2
[8] coronavirus
[6] deltavariant
[5] vaccinated
[5] covid_19
[2] sars_cov_2
[2] genome
[2] sequences
[2] variants

Top Hashtags in Tweet in G7:
[1] covid19
[1] sars
[1] cov2
[1] ncov
[1] virology
[1] gainoffunction
[1] gof
[1] wuhan
[1] wiv

Top Hashtags in Tweet in G10:
[2] scientific
[1] masks
[1] covid19
[1] maskswork

Top Words
Top Words in Tweet in Entire Graph:
[429] sars
[369] cov
[141] virus
[140] ncov
[111] covid
[110] 19
[91] cdc
[81] 2019
[80] 2021
[73] #covid19

Top Words in Tweet in G1:
[4] tony__heller
[4] crabb_vicki
[4] geoffschuler
[3] bodogbrown
[3] ncdave4life
[3] chickaboy
[3] dcgreenzone1
[3] skepticalmutant
[3] ajl037
[2] andrewlazarus4

Top Words in Tweet in G2:
[38] children
[30] sars
[30] cov
[24] date
[23] 2021
[22] deegilhawley
[22] transmit
[18] centres
[18] disease
[18] control

Top Words in Tweet in G3:
[13] alex_on_a14
[12] burgerlab12
[12] andylumm
[12] thatsnotmine125
[12] bebert701
[12] 2019
[11] smashcarm
[11] sars
[10] browningneelyn
[10] chrisjohnsonmd

Top Words in Tweet in G4:
[3] asinister
[3] jr4_truth
[3] alphavccoms
[3] danielkuhn1975
[3] automatrix66_kc
[3] jaisans
[3] brknman
[3] odyssey_bow
[3] asymptomatic
[3] cases

Top Words in Tweet in G5:
[55] 19
[53] sars
[51] covid
[49] cov
[34] 2021
[33] ncov
[33] research
[28] articles
[28] scholars
[28] portal

Top Words in Tweet in G6:
[43] sars
[43] cov
[39] 感染
[39] 伝播性の増加や抗原性の変化が懸念される新型コロナウイルス
[39] の新規変異株について
[39] 第10報
[37] bb45_colorado
[29] 強いて言えばay
[29] 4とay
[29] 1が入れ替わる可能性のある勢力を持っている

Top Words in Tweet in G7:
[17] ncov
[17] shandong
[16] lab
[15] 2022
[13] sars
[10] claim
[10] outbreak
[10] 2005
[9] ydeigin
[9] alert

Top Words in Tweet in G8:
[24] cnn
[24] sars
[24] cov
[19] electron
[19] microscope
[19] image
[19] round
[19] blue
[19] objects
[19] emerging

Top Words in Tweet in G9:
[28] dla
[28] przypomnienia
[28] ewolucja
[28] wariantów
[28] sars
[28] cov
[28] kolory
[28] powiązana
[28] całkowitą
[28] liczbą

Top Words in Tweet in G10:
[7] govkathyhochul
[6] 456trainmama
[5] masks
[2] matthewloop
[2] bio
[2] addition
[2] gleeful
[2] spreader
[2] disinformation
[2] putting

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[357] sars,cov
[72] covid,19
[52] 2019,ncov
[48] #covid19,#covid
[45] #corona,#coronavirus
[44] fully,vaccinated
[42] sars,ncov
[41] cov,の新規変異株について
[39] 感染,伝播性の増加や抗原性の変化が懸念される新型コロナウイルス
[39] 伝播性の増加や抗原性の変化が懸念される新型コロナウイルス,sars

Top Word Pairs in Tweet in G1:
[3] bodogbrown,tony__heller
[3] tony__heller,ncdave4life
[3] ncdave4life,chickaboy
[3] chickaboy,dcgreenzone1
[3] dcgreenzone1,skepticalmutant
[3] skepticalmutant,ajl037
[3] ajl037,geoffschuler
[3] geoffschuler,crabb_vicki
[2] doritmi,bodogbrown
[2] crabb_vicki,richykirs

Top Word Pairs in Tweet in G2:
[30] sars,cov
[18] centres,disease
[18] disease,control
[18] control,prevention
[14] prevention,14th
[14] 14th,sept
[14] sept,2021
[14] 2021,children
[14] children,transmit
[14] transmit,virus

Top Word Pairs in Tweet in G3:
[7] temple_surly,nyob7714
[7] nyob7714,bat92799926
[7] bat92799926,themarcam
[7] tampa_egret,fredwibblington
[7] poopsie31,hypnosexotica
[7] hypnosexotica,veritasmarcus
[7] veritasmarcus,takethatcdc
[7] takethatcdc,biovisionary
[7] dekkplans,jamesgordon4th
[7] jamesgordon4th,dontmes70957787

Top Word Pairs in Tweet in G4:
[3] automatrix66_kc,jaisans
[3] jaisans,brknman
[3] brknman,odyssey_bow
[3] asymptomatic,cases
[3] sars,cov
[2] asinister,jr4_truth
[2] jr4_truth,alphavccoms
[2] alphavccoms,danielkuhn1975
[2] danielkuhn1975,colepram
[2] colepram,automatrix66_kc

Top Word Pairs in Tweet in G5:
[49] sars,cov
[36] covid,19
[28] scholars,portal
[24] drml350phd,interesting
[17] delta,variant
[16] chadox1,ncov
[16] ncov,19
[14] 21,2021
[14] 2021,09
[14] articles,covid

Top Word Pairs in Tweet in G6:
[43] sars,cov
[39] 感染,伝播性の増加や抗原性の変化が懸念される新型コロナウイルス
[39] 伝播性の増加や抗原性の変化が懸念される新型コロナウイルス,sars
[39] cov,の新規変異株について
[39] の新規変異株について,第10報
[29] 強いて言えばay,4とay
[29] 4とay,1が入れ替わる可能性のある勢力を持っている
[29] 1が入れ替わる可能性のある勢力を持っている,感染
[28] bb45_colorado,強いて言えばay
[13] integer89,psychedelicname

Top Word Pairs in Tweet in G7:
[10] outbreak,sars
[10] sars,ncov
[10] shandong,2005
[9] 2022,outbreak
[9] ncov,shandong
[8] alert,reaches
[8] reaches,taiwan_cdc
[8] taiwan_cdc,sago
[7] hear,anyone
[7] anyone,claim

Top Word Pairs in Tweet in G8:
[24] sars,cov
[19] cnn,electron
[19] electron,microscope
[19] microscope,image
[19] image,sars
[19] cov,round
[19] round,blue
[19] blue,objects
[19] objects,emerging
[19] emerging,surface

Top Word Pairs in Tweet in G9:
[28] dla,przypomnienia
[28] przypomnienia,ewolucja
[28] ewolucja,wariantów
[28] wariantów,sars
[28] sars,cov
[28] cov,kolory
[28] kolory,powiązana
[28] powiązana,całkowitą
[28] całkowitą,liczbą
[28] liczbą,szczepień

Top Word Pairs in Tweet in G10:
[6] 456trainmama,govkathyhochul
[2] matthewloop,456trainmama
[2] govkathyhochul,bio
[2] bio,addition
[2] addition,gleeful
[2] gleeful,spreader
[2] spreader,disinformation
[2] disinformation,putting
[2] votemaga2020,tracylovessean
[2] tracylovessean,peachofababy

Top Replied-To
Top Replied-To in Entire Graph:
@jeffreywinaker
@reusvisser
@rtheatheist
@thatsnotmine125
@smashcarm
@chck_factchckrs
@scottadamssays
@dav5
@richmuny
@kcrg

Top Replied-To in G1:
@bottomleyfiona
@devan1309
@bodogbrown

Top Replied-To in G2:
@fergalbowers
@orla_hegarty
@kukicat7
@desolatemirror_
@diver_doc
@joshuabergman
@whoa_parker

Top Replied-To in G3:
@rtheatheist
@thatsnotmine125
@smashcarm
@burgerlab12

Top Replied-To in G4:
@asinister
@jr4_truth

Top Replied-To in G6:
@integer89

Top Replied-To in G7:
@jeremyfarrar
@humefield
@theseeker268
@jamiemetzl
@macroliter
@billybostickson
@ispyabitchlol

Top Replied-To in G8:
@bodhi3323
@cnn
@bdizface
@queenjuujuu
@geek_news
@dmhundt

Top Replied-To in G10:
@matthewloop
@votemaga2020
@molly35841394
@hk_collins
@smashleyfarra

Top Mentioned
Top Mentioned in Entire Graph:
@bb45_colorado
@dvx_ardorensis
@drml350phd
@cnn
@deegilhawley
@who
@microscopicture
@quay_dr
@alex_on_a14
@cdcgov

Top Mentioned in G1:
@tony__heller
@crabb_vicki
@geoffschuler
@ncdave4life
@chickaboy
@dcgreenzone1
@skepticalmutant
@ajl037
@andrewlazarus4
@_mamadeb

Top Mentioned in G2:
@deegilhawley
@cdcgov
@who
@orla_hegarty
@morningireland
@oliveblogs
@rtenews
@jvipondmd
@fergalbowers
@anonylyzer13

Top Mentioned in G3:
@alex_on_a14
@andylumm
@bebert701
@burgerlab12
@browningneelyn
@chrisjohnsonmd
@thatsnotmine125
@mdrisette
@ginapro
@smashcarm

Top Mentioned in G4:
@alphavccoms
@danielkuhn1975
@automatrix66_kc
@jaisans
@brknman
@odyssey_bow
@asinister
@jr4_truth
@colepram
@kenneth72712993

Top Mentioned in G5:
@drml350phd
@marieaaow
@catalanaacar

Top Mentioned in G6:
@bb45_colorado
@psychedelicname
@miakiza20100906
@integer89
@rd_ts

Top Mentioned in G7:
@ydeigin
@who
@taiwan_cdc
@tommy_cleary
@billybostickson
@jeremyfarrar
@thelancet
@ecohealthnyc
@marionkoopmans
@ballouxfrancois

Top Mentioned in G8:
@cnn
@microscopicture
@jenniferpeetes
@ohons
@murrayjohnsonjr
@feralfits

Top Mentioned in G9:
@dvx_ardorensis

Top Mentioned in G10:
@govkathyhochul
@456trainmama
@tracylovessean
@peachofababy
@whartongradmba
@matthewloop
@arthurzork
@votemaga2020
@cdcgov
@threefuzzybears

Top Tweeters
Top Tweeters in Entire Graph:
@ecodaren
@sosorasora3
@citrus_kyoto
@lizditz
@viralvideovlogs
@marthalynneowe1
@monty_chadha
@johnjoechad
@scott1984fp
@jun_84

Top Tweeters in G1:
@luigi_warren
@doritmi
@_mamadeb
@tony__heller
@littlelishka
@johnmarcmail
@takethatct
@dawntj90
@frankdelia7
@mcfunny

Top Tweeters in G2:
@johnjoechad
@anbealach
@rtenews
@micheal_olainn
@erinescence
@zenscreamer
@anonylyzer13
@astraea1974
@standtallnroar
@ministeriosalud

Top Tweeters in G3:
@lizditz
@wjack76995
@jsaholmes
@flutrackers
@wendyorent
@carlsmythe
@madlovemomma
@rodfair2
@alex_on_a14
@nyob7714

Top Tweeters in G4:
@friendsoscience
@oscarswild1
@asinister
@fillmorewhite
@roypentland
@veritatem2021
@paprikalady
@atomskssanakan
@ejwwest
@librumtinia

Top Tweeters in G5:
@stiripesurse_ro
@didaclopez
@medicojunghiano
@fobosmkz
@marieaaow
@zenzodokoda
@juliagoolia9
@cellcaller3
@neilgerardo
@lisakeb007

Top Tweeters in G6:
@citrus_kyoto
@jun_84
@takeuchi_gr
@bb45_colorado
@niigata06406444
@make_the_peace7
@lamohkun
@shukubo_hobo
@questions_67_68
@ptnlsmdada

Top Tweeters in G7:
@savethesedogs
@donnamoon81146
@jeremyfarrar
@billybostickson
@macroliter
@marionkoopmans
@thelancet
@sfoucart
@karenbr77386898
@ballouxfrancois

Top Tweeters in G8:
@marthalynneowe1
@cnn
@dianahollins
@murrayjohnsonjr
@jmooreauthor
@kachelme1
@cherylisok
@monikahaas5
@zrprsn666
@resiprocity1

Top Tweeters in G9:
@ssr57
@jerzyrydzewski
@povidoke
@sir_winstonch
@wojciech_strach
@patrycja1921
@wojtekpatriot72
@marek96871464
@dvx_ardorensis
@nycgirl_in_uk

Top Tweeters in G10:
@votemaga2020
@peachofababy
@matthewloop
@tracylovessean
@whartongradmba
@tca_reviews
@s_legresley
@arthurzork
@govkathyhochul
@dequiur


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