SARS-NCOV, Twitter, 1/21/2021 5:06:41 PM, 246167


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SARS-NCOV_2021-01-21_04-17-01.xlsx
SARS-NCOV_2021-01-21_04-17-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 21, 2021
Short Description:
SARS-NCOV via NodeXL https://bit.ly/2XY0IlX
@barneygrahammd
@nextstrain
@laurie_garrett
@richardaloftus1
@bicidiario
@cdcgov
@fali_mz
@skatiq3
@hill_sarahc
@thartman2u

Top hashtags:
#covid19
#sarscov2
#opendata
#coronavirus
#covid
#ncov
#virus
#corona
#novel
#travel

Description:
Description
The graph represents a network of 2,858 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 Thursday, 21 January 2021 at 12:19 UTC.

The requested start date was Thursday, 21 January 2021 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 13-day, 12-hour, 37-minute period from Thursday, 07 January 2021 at 01:18 UTC to Wednesday, 20 January 2021 at 13:56 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 : 2858
Unique Edges : 1451
Edges With Duplicates : 4001
Total Edges : 5452
Number of Edge Types : 5
Tweet : 359
Replies to : 377
Mentions : 1133
Retweet : 1565
MentionsInRetweet : 2018
Self-Loops : 369
Reciprocated Vertex Pair Ratio : 0.00883704489218805
Reciprocated Edge Ratio : 0.0175192711983181
Connected Components : 438
Single-Vertex Connected Components : 156
Maximum Vertices in a Connected Component : 1336
Maximum Edges in a Connected Component : 3228
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.74917
Graph Density : 0.00034952762333708
Modularity : 0.513682
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 2,858 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 Thursday, 21 January 2021 at 12:19 UTC.

The requested start date was Thursday, 21 January 2021 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 13-day, 12-hour, 37-minute period from Thursday, 07 January 2021 at 01:18 UTC to Wednesday, 20 January 2021 at 13:56 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:
[222] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[181] https://cov-lineages.org/
[148] https://nextstrain.org/ncov
[43] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[31] https://www.cdc.gov/coronavirus/2019-ncov/more/science-and-research/scientific-brief-emerging-variants.html
[22] 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=
[18] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/10090-covid19-30.html
[18] https://virological.org/t/genomic-characterisation-of-an-emergent-sars-cov-2-lineage-in-manaus-preliminary-findings/586
[15] https://www.publichealthontario.ca/-/media/documents/ncov/main/2020/09/cycle-threshold-values-sars-cov2-pcr.pdf?la=en
[13] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2488-idsc/iasr-news/10022-491p01.html

Top URLs in Tweet in G1:
[1] https://virological.org/t/novel-2019-coronavirus-genome/319

Top URLs in Tweet in G2:
[172] https://cov-lineages.org/
[131] https://nextstrain.org/ncov
[9] https://nextstrain.org/ncov/africa
[5] https://nextstrain.org/ncov/oceania
[3] https://nextstrain.org/sars-cov-2/
[3] https://virological.org/t/genomic-characterisation-of-an-emergent-sars-cov-2-lineage-in-manaus-preliminary-findings/586
[3] https://discussion.nextstrain.org
[2] https://go.wisc.edu/r7374f
[2] http://auspice.finlaymagui.re/ncov/north-america/canada?f_country=Canada
[1] https://nextstrain.org/ncov/north-america

Top URLs in Tweet in G3:
[22] 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/10090-covid19-30.html
[9] https://www.cdc.gov/coronavirus/2019-ncov/more/science-and-research/scientific-brief-emerging-variants.html
[9] https://virological.org/t/genomic-characterisation-of-an-emergent-sars-cov-2-lineage-in-manaus-preliminary-findings/586
[8] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[6] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/10107-covid19-33.html
[5] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2488-idsc/iasr-news/10022-491p01.html
[4] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2932661-1%2Ffulltext&rc=0
[3] https://nextstrain.org/ncov/global
[3] https://virological.org/t/phylogenetic-relationship-of-sars-cov-2-sequences-from-amazonas-with-emerging-brazilian-variants-harboring-mutations-e484k-and-n501y-in-the-spike-protein/585

Top URLs in Tweet in G4:
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-02801-8
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[1] https://health.clevelandclinic.org/new-study-highlights-new-evidence-that-masks-prevent-coronavirus-spread/
[1] https://twitter.com/illtaktical/status/1347576655053680640

Top URLs in Tweet in G5:
[3] https://www.biorxiv.org/content/10.1101/2021.01.09.426058v1
[2] https://nextstrain.org/ncov
[2] https://nextstrain.org/ncov/global?c=gt-S_681
[2] https://virological.org/t/mutations-arising-in-sars-cov-2-spike-on-sustained-human-to-human-transmission-and-human-to-animal-passage/578
[1] https://apps.who.int/iris/bitstream/handle/10665/338480/9789240018440-eng.pdf?sequence=1&isAllowed=y
[1] https://apps.who.int/iris/bitstream/handle/10665/338483/WHO-2019-nCoV-genomic_sequencing-2021.1-eng.pdf?sequence=1&isAllowed=y
[1] https://virological.org/t/sars-cov-2-reinfection-by-the-new-variant-of-concern-voc-p-1-in-amazonas-brazil/596
[1] https://virological.org/t/exploring-the-natural-origins-of-sars-cov-2/595
[1] https://virological.org/t/tracking-the-international-spread-of-sars-cov-2-lineages-b-1-1-7-and-b-1-351-501y-v2/592
[1] https://virological.org/t/phylogenetic-relationship-of-sars-cov-2-sequences-from-amazonas-with-emerging-brazilian-variants-harboring-mutations-e484k-and-n501y-in-the-spike-protein/585

Top URLs in Tweet in G6:
[3] https://www.biorxiv.org/cgi/content/short/2021.01.15.426463v1
[2] https://threadreaderapp.com/thread/1349368810390876160.html
[1] https://www.biorxiv.org/cgi/content/short/2021.01.09.426058v1

Top URLs in Tweet in G7:
[7] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[3] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html#:~:text=CDC%20recommends%20community%20use%20of,of%20SARS-CoV-2
[3] https://apps.who.int/iris/bitstream/handle/10665/337199/WHO-2019-nCov-IPC_Masks-2020.5-eng.pdf?sequence=1&isAllowed=y
[2] https://www.cdc.gov/coronavirus/2019-ncov/more/science-and-research/scientific-brief-emerging-variants.html
[2] https://twitter.com/MichaelYeadon3/status/1348343297048256513
[2] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html#:~:text=Airborne%20transmission%20is%20infection%20spread,and%20time%20(typically%20hours)
[2] http://S.Africa
[1] https://www.who.int/publications/i/item/advice-on-the-use-of-masks-in-the-community-during-home-care-and-in-healthcare-settings-in-the-context-of-the-novel-coronavirus-(2019-ncov)-outbreak
[1] https://cov-lineages.org/

Top URLs in Tweet in G8:
[16] https://www.cdc.gov/coronavirus/2019-ncov/more/science-and-research/scientific-brief-emerging-variants.html
[9] https://apps.who.int/iris/bitstream/handle/10665/338483/WHO-2019-nCoV-genomic_sequencing-2021.1-eng.pdf?sequence=1&isAllowed=y
[2] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[2] https://www.who.int/docs/default-source/coronaviruse/real-time-rt-pcr-assays-for-the-detection-of-sars-cov-2-institut-pasteur-paris.pdf?sfvrsn=3662fcb6_2
[2] https://cov-lineages.org/
[1] https://nextstrain.org/ncov
[1] https://www.biorxiv.org/cgi/content/short/2021.01.15.426463v1
[1] https://www.biorxiv.org/cgi/content/short/2021.01.09.426058v1
[1] https://apps.who.int/iris/bitstream/handle/10665/338483/WHO-2019-nCoV-genomic_sequencing-2021.1-eng.pdf
[1] https://www.who.int/publications/i/item/WHO-2019-nCoV-genomic_sequencing-2021.1

Top URLs in Tweet in G9:
[8] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[1] https://twitter.com/Hootie_2020/status/1351222283130580992
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-02801-8
[1] https://www.nature.com/articles/d41586-020-02801-8
[1] https://www.ucsf.edu/news/2020/06/417906/still-confused-about-masks-heres-science-behind-how-face-masks-prevent

Top URLs in Tweet in G10:
[8] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[1] https://www.sciencedirect.com/science/article/abs/pii/S0269749120334862
[1] https://www.sciencedirect.com/science/article/pii/S1201971220322049
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41598-020-72798-7
[1] Https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-02801-8
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html

Top Domains
Top Domains in Tweet in Entire Graph:
[366] cdc.gov
[208] nextstrain.org
[181] cov-lineages.org
[58] go.jp
[51] virological.org
[44] scholarsportal.info
[33] twitter.com
[30] who.int
[23] publichealthontario.ca
[22] biorxiv.org

Top Domains in Tweet in G1:
[1] virological.org

Top Domains in Tweet in G2:
[172] cov-lineages.org
[163] nextstrain.org
[4] virological.org
[4] finlaymagui.re
[3] twitter.com
[2] wisc.edu
[1] github.com
[1] go.jp
[1] pasteur.fr
[1] elsevierhealth.com

Top Domains in Tweet in G3:
[44] scholarsportal.info
[36] cdc.gov
[34] go.jp
[21] virological.org
[10] elsevierhealth.com
[9] nextstrain.org
[7] twitter.com
[7] biorxiv.org
[5] who.int
[3] linkedin.com

Top Domains in Tweet in G4:
[1] nature.com
[1] cdc.gov
[1] clevelandclinic.org
[1] twitter.com

Top Domains in Tweet in G5:
[6] virological.org
[5] nextstrain.org
[3] biorxiv.org
[2] who.int
[1] cdc.gov

Top Domains in Tweet in G6:
[4] biorxiv.org
[2] threadreaderapp.com

Top Domains in Tweet in G7:
[21] cdc.gov
[4] who.int
[3] twitter.com
[2] s.africa
[1] cov-lineages.org

Top Domains in Tweet in G8:
[18] cdc.gov
[14] who.int
[2] biorxiv.org
[2] cov-lineages.org
[1] nextstrain.org

Top Domains in Tweet in G9:
[9] cdc.gov
[2] nature.com
[1] twitter.com
[1] ucsf.edu

Top Domains in Tweet in G10:
[10] cdc.gov
[2] sciencedirect.com
[2] nature.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[248] covid19
[197] sarscov2
[147] opendata
[47] coronavirus
[40] covid
[40] ncov
[39] virus
[38] corona
[36] novel
[35] travel



Top Hashtags in Tweet in G2:
[130] opendata
[130] covid19
[130] sarscov2
[2] ncov2019
[2] coronavirus
[1] pathwest
[1] phylogenic
[1] genome
[1] sars_cov_2
[1] mutations

Top Hashtags in Tweet in G3:
[35] covid19
[24] sarscov2
[6] coronavirus
[3] rtalb
[2] sars
[2] vaccine
[2] covid
[1] maskup
[1] annar
[1] innovacionquetransforma

Top Hashtags in Tweet in G5:
[17] sarscov2
[2] opendata
[2] covid19

Top Hashtags in Tweet in G6:
[2] biorxiv_micrbio

Top Hashtags in Tweet in G7:
[3] covid19
[3] sarscov2
[2] sars
[2] mers
[2] newcovidvariants
[2] voc20201201
[2] b117
[2] uk
[2] 501yv2
[2] b1351

Top Hashtags in Tweet in G8:
[2] sarscov2
[2] biorxiv
[1] opendata
[1] covid19
[1] sars_cov_2
[1] genomicsequencing
[1] publichealth

Top Words
Top Words in Tweet in Entire Graph:
[1389] sars
[1264] cov
[1006] ncov
[730] sequences
[658] coronavirus
[570] novel
[554] one
[540] year
[538] first
[535] scientists

Top Words in Tweet in G1:
[519] year
[519] chinese
[519] novel
[519] coronavirus
[519] ncov
[519] sars
[517] cov
[516] one
[516] ago
[516] today

Top Words in Tweet in G2:
[303] nextstrain
[174] lineage
[173] clade
[173] 501y
[172] variant
[172] emerging
[172] described
[171] trvrb
[167] sequences
[152] thanks

Top Words in Tweet in G3:
[175] cov
[172] sars
[99] 19
[91] covid
[86] ncov
[63] 2019
[46] articles
[44] scholars
[44] portal
[35] #covid19

Top Words in Tweet in G4:
[264] masks
[132] false
[132] disinformation
[132] properly
[132] worn
[132] depending
[132] whether
[132] fabric
[132] medical
[132] cut

Top Words in Tweet in G5:
[145] sars
[145] cov
[47] ncov
[45] great
[45] published
[45] guidance
[45] sequencing
[45] analysis
[45] public
[45] health

Top Words in Tweet in G6:
[82] sars
[82] ncov
[77] thread
[77] attaaaggtt
[77] tataccttcc
[77] caggtaacaa
[77] accaaccaac
[77] tttcgatctc
[77] ttgtagatct
[77] 61

Top Words in Tweet in G7:
[17] cdcgov
[8] sars
[6] cov
[5] cooljamm55
[5] community
[5] medical
[5] از
[4] variant
[4] infection
[4] transmission

Top Words in Tweet in G8:
[31] sars
[31] cov
[18] emerging
[17] cdc
[16] saskiapopescu
[16] variants
[10] public
[10] 2021
[9] genomic
[9] sequencing

Top Words in Tweet in G9:
[13] nypost
[11] distancing
[10] masks
[10] worn
[10] universally
[10] properly
[10] protect
[10] communities
[10] covid
[10] 19

Top Words in Tweet in G10:
[8] joebiden
[4] masks
[3] cdc
[3] ksorbs
[2] studies
[2] info
[2] scientific
[2] mean
[2] particles

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1206] sars,cov
[608] coronavirus,ncov
[563] novel,coronavirus
[550] ncov,sars
[530] one,year
[530] year,ago
[530] ago,today
[530] today,chinese
[530] chinese,scientists
[530] scientists,posted

Top Word Pairs in Tweet in G1:
[519] novel,coronavirus
[517] sars,cov
[516] one,year
[516] year,ago
[516] ago,today
[516] today,chinese
[516] chinese,scientists
[516] scientists,posted
[516] posted,first
[516] first,sequences

Top Word Pairs in Tweet in G2:
[173] nextstrain,clade
[172] variant,emerging
[172] lineage,described
[170] trvrb,variant
[130] thanks,#opendata
[130] #opendata,sharing
[130] sharing,gisaid
[130] gisaid,we've
[130] we've,updated
[130] #covid19,#sarscov2

Top Word Pairs in Tweet in G3:
[156] sars,cov
[66] covid,19
[44] scholars,portal
[30] ncov,19
[28] chadox1,ncov
[27] ncov,2019
[26] 2019,ncov
[23] 2021,01
[22] articles,covid
[22] portal,périodiques

Top Word Pairs in Tweet in G4:
[132] false,disinformation
[132] disinformation,properly
[132] properly,worn
[132] worn,masks
[132] masks,depending
[132] depending,whether
[132] whether,fabric
[132] fabric,medical
[132] medical,masks
[132] masks,cut

Top Word Pairs in Tweet in G5:
[145] sars,cov
[45] great,published
[45] published,guidance
[45] guidance,sars
[45] cov,sequencing
[45] sequencing,analysis
[45] analysis,public
[45] public,health
[45] health,response
[45] response,recognises

Top Word Pairs in Tweet in G6:
[77] thread,sars
[77] sars,ncov
[77] ncov,attaaaggtt
[77] attaaaggtt,tataccttcc
[77] tataccttcc,caggtaacaa
[77] caggtaacaa,accaaccaac
[77] accaaccaac,tttcgatctc
[77] tttcgatctc,ttgtagatct
[77] ttgtagatct,61
[77] 61,gttctctaaa

Top Word Pairs in Tweet in G7:
[6] sars,cov
[4] gunshipdiplomat,lizthefizzywhiz
[4] lizthefizzywhiz,edwest
[3] cooljamm55,gunshipdiplomat
[3] el_lingotazzo,marichu321
[3] marichu321,cdcgov
[3] cdcgov,explica
[3] explica,porqué
[3] porqué,químicos
[3] químicos,ejemplo

Top Word Pairs in Tweet in G8:
[31] sars,cov
[16] emerging,sars
[16] cov,variants
[16] variants,cdc
[15] saskiapopescu,emerging
[9] genomic,sequencing
[9] sequencing,public
[9] public,health
[9] health,goals
[9] goals,interim

Top Word Pairs in Tweet in G9:
[10] masks,worn
[10] worn,universally
[10] universally,properly
[10] properly,protect
[10] protect,communities
[10] communities,covid
[10] covid,19
[10] 19,paired
[10] paired,socially
[10] socially,distancing

Top Replied-To
Top Replied-To in Entire Graph:
@quietob83023773
@plumprofessora
@ivaningrad
@kokodavila1
@snapple4life1
@ppclondonwest
@lakesfirearmstr
@hootie_2020
@eategrity_sonia
@shestovian

Top Replied-To in G2:
@gisaid
@lorenacschaves
@nextstrain
@wahealth

Top Replied-To in G5:
@_b_meyer
@marionkoopmans

Top Replied-To in G6:
@mariusgeesink
@jpf0ns3ca

Top Replied-To in G7:
@cooljamm55
@clarkemicah
@milenaholdert
@britinbulgaria
@cptndemocracy64
@420ztiv
@dancerdad
@baxsterc
@simon4ndorset
@eberlmat

Top Replied-To in G8:
@who
@co2detective
@cpita3
@newsmedical

Top Replied-To in G9:
@wallyfunk2
@jarkkohelenius
@bigjoshinaz
@stephenaelliot
@hereconcentrate
@mightychiefs17
@keyseysheehan

Top Replied-To in G10:
@wrome91
@mtrainier2488
@basslouix
@forestmommy
@orweii_1984
@jrupp23
@fellawhisperer
@guest271314
@stevenbetts4
@badboy1708

Top Mentioned
Top Mentioned in Entire Graph:
@barneygrahammd
@nextstrain
@trvrb
@gisaid
@laurie_garrett
@alexhern
@hill_sarahc
@contrarian4data
@crabb_vicki
@thereal_truther

Top Mentioned in G1:
@barneygrahammd
@neurophysik

Top Mentioned in G2:
@nextstrain
@trvrb
@gisaid
@firefoxx66
@finlaym
@gagekmoreno
@nswhpathology
@agmcarthur
@ontariogenomics
@genomecanada

Top Mentioned in G3:
@pall336_2
@whitecoffeemy
@tsubtext

Top Mentioned in G4:
@laurie_garrett
@barneygrahammd

Top Mentioned in G5:
@hill_sarahc
@marionkoopmans
@jeancarrpaul
@thelonevirologi
@bubblechuck
@daltmann10
@barneygrahammd
@nextstrain
@gisaid
@zzz_as_zzz

Top Mentioned in G6:
@alexhern
@biorxiv_micrbio

Top Mentioned in G7:
@cdcgov
@gunshipdiplomat
@lizthefizzywhiz
@edwest
@cooljamm55
@observatorio14
@marichu321
@simon4ndorset
@nnako2
@el_lingotazzo

Top Mentioned in G8:
@saskiapopescu
@who
@mvankerkhove
@nextstrain
@biorxivpreprint
@trvrb
@chjulian
@covidisairborne
@drtedros
@gabbystern

Top Mentioned in G9:
@nypost
@ncdhhs
@takenincontext
@jarkkohelenius
@colesteffensen
@juliedicaro
@vetuss
@agentzelda
@reddy4daworld1
@mattshaw_71

Top Mentioned in G10:
@joebiden
@ksorbs
@alphaghostusmc
@common_emc
@petitenicoco
@alexandracoh3n
@figjam781
@diabeticjew
@its_menieb
@karmawoee

Top Tweeters
Top Tweeters in Entire Graph:
@tesco
@threadreaderapp
@lennaleprena
@vivacoid
@matiere
@wittgenstein_jm
@inabster
@nobby15
@zolangegonzalez
@gambiste1

Top Tweeters in G1:
@madfall1213
@cipherequality
@lizditz
@brendaperrott
@adekleine
@edgeoforever
@mgt_coull26
@skalanote
@chorporisrunnin
@supitchaa_

Top Tweeters in G2:
@matiere
@inabster
@billm9
@sosorasora3
@iflck
@uchida_kawasaki
@silvrib
@miti_vigliero
@gonzalobarria
@demiurgotuiter

Top Tweeters in G3:
@jeannebartram
@arifjamallodhi
@qzv00507
@pauldutton1968
@ompfarm
@doritmi
@emulenews
@kyushokujp
@rnomics
@piyopikopichi

Top Tweeters in G4:
@mstepczyk
@laura78703
@bgheaven
@197winstonsmith
@sponson
@joke2power
@chipdutch
@missjoy1965
@julian_ortegam_
@cassomalley1

Top Tweeters in G5:
@euphoriceuler
@mackayim
@cleo_fc
@argyllevega
@mihulkas
@gmopundit
@pathogenomenick
@eliassaban98
@theskyisbluish
@ricenbeanies

Top Tweeters in G6:
@unrollhelper
@spacepootler
@praowproud
@atomicthumbs
@hikari_no_yume
@strongmisgiving
@poppy_haze
@drahalsey
@sarahdcady
@shoofle

Top Tweeters in G7:
@jimprall
@clarkemicah
@fali_mz
@observatorio14
@photo_journ
@grumpyolddoc
@trishgreenhalgh
@edwest
@marichu321
@lizthefizzywhiz

Top Tweeters in G8:
@paulpaul49
@djriveraros
@pitrko
@biorxivpreprint
@rishimathur18
@infectiousdz
@ezr_news
@who
@newsmedical
@monicamedhist

Top Tweeters in G9:
@austinlouis5
@nypost
@epuujee
@juliedicaro
@glorbis
@pauldecampo
@chigbarg
@juliess31
@marabscott
@agentzelda

Top Tweeters in G10:
@scottpresler
@forestmommy
@diabeticjew
@mtrainier2488
@ksorbs
@franzjaeger_ber
@mollyabbey2
@common_emc
@basslouix
@joebiden


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