SARS-NCOV, Twitter, 11/19/2020 7:40:26 PM, 241894


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SARS-NCOV_2020-11-19_02-09-22.xlsx
SARS-NCOV_2020-11-19_02-09-22.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 19, 2020
Short Description:
SARS-NCOV via NodeXL https://bit.ly/3kT5EBG
@cdcgov
@doctormacias
@linseymarr
@keozdev
@mi_otrotuit
@leones5
@coronaupdatebot
@rivm
@sandronique
@smurfaccount654

Top hashtags:
#covid19
#sarscov2
#masks
#opendata
#coronavirus
#maskup
#wearamask
#covid_19
#covid
#cdc

Description:
Description
The graph represents a network of 8,470 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, 19 November 2020 at 10:15 UTC.

The requested start date was Wednesday, 18 November 2020 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, 23-hour, 7-minute period from Wednesday, 04 November 2020 at 01:24 UTC to Wednesday, 18 November 2020 at 00:31 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 : 8470
Unique Edges : 5112
Edges With Duplicates : 10440
Total Edges : 15552
Number of Edge Types : 5
Replies to : 1111
Mentions : 2816
Retweet : 4789
MentionsInRetweet : 6221
Tweet : 615
Self-Loops : 642
Reciprocated Vertex Pair Ratio : 0.00365748709122203
Reciprocated Edge Ratio : 0.00728831725616292
Connected Components : 959
Single-Vertex Connected Components : 330
Maximum Vertices in a Connected Component : 5268
Maximum Edges in a Connected Component : 11615
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 5.927943
Graph Density : 0.000130066693683736
Modularity : 0.576591
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 8,470 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, 19 November 2020 at 10:15 UTC.

The requested start date was Wednesday, 18 November 2020 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, 23-hour, 7-minute period from Wednesday, 04 November 2020 at 01:24 UTC to Wednesday, 18 November 2020 at 00:31 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:
[1620] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[119] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[70] https://nextstrain.org/ncov
[32] https://www.publichealthontario.ca/-/media/documents/ncov/main/2020/09/cycle-threshold-values-sars-cov2-pcr.pdf?la=en
[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=
[19] https://www.fda.gov/media/134922/download
[17] https://www.cdc.gov/coronavirus/2019-ncov/hcp/duration-isolation.html
[12] https://www.cdc.gov/coronavirus/2019-ncov/lab/grows-virus-cell-culture.html
[11] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html?ACSTrackingID=USCDC_1052-DM42364&ACSTrackingLabel=COCA%20Now%3A%20Scientific%20Brief%3A%20Community%20Use%20of%20Cloth%20Masks%20to%20Control%20Spread%20of%20SARS-CoV-2%20&deliveryName=USCDC_1052-DM42364
[10] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-02801-8

Top URLs in Tweet in G1:
[12] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html?s=09

Top URLs in Tweet in G2:
[181] 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?fbclid=IwAR1cs-C4mc1GpK2Lu1BMQwXUf6sHria-IgddtQ2OMDRohve_xBYY8DwUSUo?utm_source=Twitter&utm_medium=social&utm_term=AIHA+Main
[2] of
[2] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html?ACSTrackingID=USCDC_1052-DM42364
[2] https://www.cdc.gov/coronavirus/2019-ncov/hcp/duration-isolation.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html?utm_source=Global+Health+NOW+Main+List
[2] https://www.cdc.gov/coronavirus/2019-ncov/hcp/return-to-work.html
[1] https://twitter.com/sarahbeckman3/status/1328754787152695299
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html?ACSTrackingID=USCDC_1052-DM42364&ACSTrackingLabel=COCA%20Now%3A%20Scientific%20Brief%3A%20Community%20Use%20of%20Cloth%20Masks%20to%20Control%20Spread%20of%20SARS-CoV-2%20&deliveryName=USCDC_1052-DM42364

Top URLs in Tweet in G3:
[13] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[7] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html?ACSTrackingID=USCDC_1052-DM42364&ACSTrackingLabel=COCA%20Now%3A%20Scientific%20Brief%3A%20Community%20Use%20of%20Cloth%20Masks%20to%20Control%20Spread%20of%20SARS-CoV-2%20&deliveryName=USCDC_1052-DM42364

Top URLs in Tweet in G4:
[237] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.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=
[6] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/php/invest-criteria.html?permalink=BA6E79BB0C4B5B381BBA0053CF4F5F0144E5B8F34417E52EFD6FFB1E15E0103E
[3] https://www.cdc.gov/coronavirus/2019-ncov/lab/resources/antigen-tests-guidelines.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/hcp/testing-overview.html
[2] https://www.instagram.com/accounts/login/
[2] https://www.cdc.gov/coronavirus/2019-ncov/lab/faqs.html#Interpreting-Results-of-Diagnostic-Tests
[2] https://tools.cdc.gov/api/embed/downloader/download.asp?m=403372&c=412066
[2] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html?ACSTrackingID=USCDC_1052-DM42364&ACSTrackingLabel=COCA%20Now%3A%20Scientific%20Brief%3A%20Community%20Use%20of%20Cloth%20Masks%20to%20Control%20Spread%20of%20SARS-CoV-2%20&deliveryName=USCDC_1052-DM42364

Top URLs in Tweet in G5:
[32] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[4] https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/928720/S0789_EMG_Role_of_Ventilation_in_Controlling_SARS-CoV-2_Transmission.pdf
[3] https://www.nationalacademies.org/event/08-26-2020/airborne-transmission-of-sars-cov-2-a-virtual-workshop
[3] https://science.sciencemag.org/content/370/6514/303.2
[3] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/how-covid-spreads.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html?utm_source=Global+Health+NOW+Main+List&utm_campaign=855a937ab9-EMAIL_CAMPAIGN_2020_11_10_02_49&utm_medium=email&utm_term=0_8d0d062dbd-855a937ab9-889579
[2] https://www.sciencedirect.com/science/article/pii/S0160412020319942
[2] https://www.ecdc.europa.eu/sites/default/files/documents/Infection-prevention-and-control-in-healthcare-settings-COVID-19_5th_update.pdf
[1] https://pubmed.ncbi.nlm.nih.gov/?term=(novel+coronavirus[title]+OR+COVID-19[title]+OR+SARS-CoV-2[TITLE]+OR+2019-nCoV[TITLE]+OR+2019-nCoV[TITLE])+AND+("child"[MeSH+Terms]+OR+"child"[All+Fields]+OR+"children"[All+Fields])+AND+("2019/01/01"[PDAT]+:+"2025/12/31"[PDAT])
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html?ACSTrackingID=USCDC_1052-DM42364&ACSTrackingLabel=COCA%20Now%3A%20Scientific%20Brief%3A%20Community%20Use%20of%20Cloth%20Masks%20to%20Control%20Spread%20of%20SARS-CoV-2%20&deliveryName=USCDC_1052-DM42364

Top URLs in Tweet in G6:
[13] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[1] https://bddy.me/34A62hyh
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html?fbclid=IwAR00QCr9g9bRJ9qXtJjIlrjd1YzKRzlkuE0GepyXUWcwFegtgBFGIBlI2qY

Top URLs in Tweet in G7:
[32] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[10] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[3] https://prtimes.jp/main/html/rd/p/000000002.000055606.html
[2] https://www.publichealthontario.ca/-/media/documents/ncov/main/2020/09/cycle-threshold-values-sars-cov2-pcr.pdf?la=en
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2440799/#:~:text=All%20types%20of%20masks%20reduced,efficient%20than%20home%2Dmade%20masks

Top URLs in Tweet in G8:
[21] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[16] https://www.fda.gov/media/134922/download
[12] https://www.publichealthontario.ca/-/media/documents/ncov/main/2020/09/cycle-threshold-values-sars-cov2-pcr.pdf?la=en
[2] https://www.cdc.gov/coronavirus/2019-ncov/lab/resources/antigen-tests-guidelines.html
[1] https://twitter.com/elonmusk/status/1327125840040169472
[1] https://twitter.com/Abebab/status/1327366443978121218
[1] https://twitter.com/noorlanderarjan/status/1327249901726658566
[1] https://www.who.int/news-room/q-a-detail/poliomyelitis-vaccine-derived-polio
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html#:~:text=Airborne%20transmission%20is%20infection%20spread
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html

Top URLs in Tweet in G9:
[3] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/php/reinfection.html
[1] https://www.nytimes.com/2020/11/10/world/covid-cdc-guidelines-masks.html

Top URLs in Tweet in G10:
[3] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[2] https://www.publichealthontario.ca/-/media/documents/ncov/main/2020/09/cycle-threshold-values-sars-cov2-pcr.pdf?la=en
[1] https://www.rcsb.org/structure/6WPT
[1] https://nextstrain.org/ncov/global
[1] https://academic.oup.com/cid/advance-article/doi/10.1093/cid/ciaa619/5841456
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7180649/
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7045880/
[1] https://mra.asm.org/content/9/11/e00169-20
[1] https://virological.org/t/whole-genome-sequence-of-the-severe-acute-respiratory-syndrome-coronavirus-2-sars-cov-2-obtained-from-a-south-african-coronavirus-disease-2019-covid-19-patient/452
[1] https://www.pasteur.fr/en/press-area/press-documents/institut-pasteur-sequences-whole-genome-coronavirus-2019-ncov

Top Domains
Top Domains in Tweet in Entire Graph:
[1942] cdc.gov
[97] nextstrain.org
[48] twitter.com
[44] scholarsportal.info
[40] publichealthontario.ca
[25] nih.gov
[23] fda.gov
[16] nature.com
[11] who.int
[10] elsevierhealth.com

Top Domains in Tweet in G1:
[14] cdc.gov

Top Domains in Tweet in G2:
[208] cdc.gov
[6] twitter.com
[1] europepmc.org

Top Domains in Tweet in G3:
[20] cdc.gov

Top Domains in Tweet in G4:
[286] cdc.gov
[44] scholarsportal.info
[25] twitter.com
[5] nih.gov
[5] nextstrain.org
[4] linkedin.com
[4] abeomics.com
[3] publichealthontario.ca
[3] elsevierhealth.com
[3] instagram.com

Top Domains in Tweet in G5:
[38] cdc.gov
[4] gov.uk
[3] nationalacademies.org
[3] sciencemag.org
[2] sciencedirect.com
[2] google.com
[2] europa.eu
[1] nih.gov
[1] asm.org
[1] ncs-tf.ch

Top Domains in Tweet in G6:
[14] cdc.gov
[1] bddy.me

Top Domains in Tweet in G7:
[42] cdc.gov
[3] prtimes.jp
[2] publichealthontario.ca
[1] nih.gov

Top Domains in Tweet in G8:
[28] cdc.gov
[16] fda.gov
[12] publichealthontario.ca
[4] twitter.com
[1] who.int

Top Domains in Tweet in G9:
[5] cdc.gov
[1] nytimes.com

Top Domains in Tweet in G10:
[5] cdc.gov
[2] publichealthontario.ca
[2] nih.gov
[1] rcsb.org
[1] nextstrain.org
[1] oup.com
[1] asm.org
[1] virological.org
[1] pasteur.fr

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[404] covid19
[132] sarscov2
[107] masks
[70] opendata
[56] coronavirus
[49] maskup
[40] wearamask
[28] covid_19
[26] covid
[26] cdc



Top Hashtags in Tweet in G1:
[2] usacubrebocas

Top Hashtags in Tweet in G2:
[186] covid19
[54] masks
[16] mask
[10] wearamask
[8] maskup
[7] science
[6] maskupmontgomery
[4] cdc
[4] covid_19
[3] masksonmaryland

Top Hashtags in Tweet in G3:
[2] covid19
[1] masks
[1] masks4canada
[1] wearamask
[1] epidemiology

Top Hashtags in Tweet in G4:
[41] covid19
[25] sarscov2
[17] wearamask
[9] covid_19
[8] masks
[7] cdc
[6] covid
[5] coronavirus
[5] rtalb
[4] medical

Top Hashtags in Tweet in G5:
[14] covid19
[2] maskup
[1] pedsicu
[1] covid_19
[1] meded
[1] maskssavelives
[1] medtwitter

Top Hashtags in Tweet in G6:
[17] covid19mx
[9] cubrenarizbocas
[8] mascarillas
[1] sanadistancia

Top Hashtags in Tweet in G8:
[2] covid19
[1] feit

Top Hashtags in Tweet in G9:
[29] covid19
[29] maskup
[28] masks
[28] sarscov2

Top Hashtags in Tweet in G10:
[2] maskeauf
[1] lockdown
[1] lockdownlight

Top Words
Top Words in Tweet in Entire Graph:
[2891] cdc
[2311] masks
[1696] cubrebocas
[1635] doctormacias
[1199] protege
[1198] demás
[1170] estados
[1170] unidos
[1166] usar
[1052] cloth

Top Words in Tweet in G1:
[1584] doctormacias
[1458] cubrebocas
[1118] usar
[993] cdc
[988] protege
[987] demás
[987] sino
[987] propio
[987] usuario
[986] estados

Top Words in Tweet in G2:
[950] cdcgov
[824] masks
[637] wearer
[547] help
[541] reduce
[507] droplets
[496] inhalation
[491] alexberenson
[490] yeah
[490] making

Top Words in Tweet in G3:
[499] cloth
[499] masks
[498] control
[493] protect
[492] cdc
[492] both
[491] others
[490] linseymarr
[490] updated
[490] today

Top Words in Tweet in G4:
[149] sars
[142] masks
[141] cdc
[140] cov
[97] covid
[89] mask
[87] cloth
[83] 19
[75] spread
[75] control

Top Words in Tweet in G5:
[160] protect
[151] one
[150] drtomfrieden
[108] cdc
[86] masks
[85] wearer
[83] others
[77] encouraging
[77] science
[77] brief

Top Words in Tweet in G6:
[187] cubrebocas
[182] demás
[177] cdc
[173] protege
[172] estados
[172] unidos
[163] uso
[159] quien
[152] avísenle
[151] reconoce

Top Words in Tweet in G7:
[70] scientific
[70] brief
[67] sars
[65] cloth
[65] masks
[65] control
[64] 将来
[64] インフルエンザパンデミックが来るでしょうが
[64] もうマスク議論はもう終了で良いかと
[64] community

Top Words in Tweet in G8:
[31] elonmusk
[24] sars
[22] cov
[21] virus
[18] ncov
[17] available
[16] performance
[16] quantified
[16] isolates
[16] 2019

Top Words in Tweet in G9:
[108] greg_folkers
[83] apoorva_nyc
[83] those
[82] nytimes
[82] updates
[82] findings
[82] mask
[82] wearing
[82] protects
[82] around

Top Words in Tweet in G10:
[16] travellightp1
[16] sars
[15] covid
[15] cov
[15] 2019
[15] ncov
[14] whole
[14] corona
[14] scam
[14] much

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1194] cubrebocas,protege
[1171] protege,demás
[1170] estados,unidos
[1029] usar,cubrebocas
[1019] demás,sino
[1019] propio,usuario
[1019] cdc,aceptan
[1017] unidos,cdc
[1017] aceptan,finalmente
[1017] finalmente,usar

Top Word Pairs in Tweet in G1:
[987] usar,cubrebocas
[987] cubrebocas,protege
[987] protege,demás
[987] demás,sino
[987] propio,usuario
[986] estados,unidos
[986] unidos,cdc
[986] cdc,aceptan
[986] aceptan,finalmente
[986] finalmente,usar

Top Word Pairs in Tweet in G2:
[527] masks,help
[496] help,reduce
[496] reduce,inhalation
[494] inhalation,droplets
[494] droplets,wearer
[490] yeah,cdcgov
[490] cdcgov,making
[490] making,things
[490] things,masks
[489] alexberenson,yeah

Top Word Pairs in Tweet in G3:
[498] cloth,masks
[491] protect,others
[490] updated,today
[490] today,cdc
[490] cdc,recognizes
[490] recognizes,cloth
[490] masks,act
[490] act,both
[490] both,source
[490] source,control

Top Word Pairs in Tweet in G4:
[135] sars,cov
[76] cloth,masks
[68] covid,19
[68] scientific,brief
[66] spread,sars
[63] community,use
[63] use,cloth
[62] control,spread
[61] brief,community
[61] masks,control

Top Word Pairs in Tweet in G5:
[82] protect,others
[78] masks,protect
[78] protect,wearer
[77] encouraging,science
[77] science,brief
[77] brief,cdc
[77] cdc,masks
[77] others,protect
[77] wearer,one
[77] one,thing

Top Word Pairs in Tweet in G6:
[173] protege,demás
[172] estados,unidos
[172] cubrebocas,protege
[152] uso,cubrebocas
[151] cdc,estados
[151] unidos,reconoce
[151] reconoce,uso
[151] demás,quien
[151] quien,usa
[151] usa,avísenle

Top Word Pairs in Tweet in G7:
[70] scientific,brief
[65] cloth,masks
[64] 将来,インフルエンザパンデミックが来るでしょうが
[64] インフルエンザパンデミックが来るでしょうが,もうマスク議論はもう終了で良いかと
[64] もうマスク議論はもう終了で良いかと,scientific
[64] brief,community
[64] community,use
[64] use,cloth
[64] masks,control
[64] control,spread

Top Word Pairs in Tweet in G8:
[22] sars,cov
[16] quantified,virus
[16] virus,isolates
[16] isolates,2019
[16] 2019,ncov
[16] ncov,currently
[16] currently,available
[14] 13,20
[14] analytical,performance
[13] performance,quantified

Top Word Pairs in Tweet in G9:
[82] nytimes,updates
[82] updates,findings
[82] findings,mask
[82] mask,wearing
[82] wearing,protects
[82] protects,those
[82] those,around
[82] around,apoorva_nyc
[81] greg_folkers,nytimes
[81] apoorva_nyc,#covi

Top Word Pairs in Tweet in G10:
[15] sars,cov
[15] 2019,ncov
[14] whole,corona
[14] corona,covid
[14] covid,sars
[14] cov,2019
[14] ncov,scam
[14] scam,much
[14] much,bigger
[14] bigger,people

Top Replied-To
Top Replied-To in Entire Graph:
@cjg6361
@elonmusk
@randpaul
@cdcgov
@matthewdmarsden
@tedcruz
@clarkemicah
@hillformissouri
@vickie627
@mtgreenee

Top Replied-To in G1:
@adrianlebaron
@mlopezsanmartin

Top Replied-To in G2:
@cdcgov
@peterktodd
@_okayshane
@jerad_huep
@love_arran
@nelsondalesmith
@drericding
@jonnybg00d1
@wewillwininnov
@morninganswer

Top Replied-To in G3:
@uk_centrist
@canned_dinosaur
@main51
@metal_black2
@linseymarr

Top Replied-To in G5:
@muatpaul
@1great_trade
@cdc
@mike_s_will
@hitch4life
@erictopol
@washingtonpost
@danproft
@elizabethkoff
@amycorderoy

Top Replied-To in G6:
@hlgatell
@noviembre_1979
@ssalud_mx

Top Replied-To in G7:
@kazzkomi
@miakiza20100906
@3cj0meo8oomx9c6
@you3_jp

Top Replied-To in G8:
@elonmusk
@hillformissouri
@realdonaldtrump
@ambers47
@patricksavalle
@thomas_binder
@henknoyen
@wouterkeller
@cadonovan32
@spicycakepop

Top Replied-To in G9:
@apoorva_nyc
@gov_fails

Top Replied-To in G10:
@saublebeach
@tammyali12
@dickschweinchen
@maxotte_says
@phoenix1108
@jameselijahmill
@robadam74497148
@katiehasedits
@btcgodking

Top Mentioned
Top Mentioned in Entire Graph:
@doctormacias
@cdcgov
@linseymarr
@alexberenson
@drtomfrieden
@chertorivski
@greg_folkers
@drleanawen
@nytimes
@apoorva_nyc

Top Mentioned in G1:
@doctormacias
@cdcgov
@javier_corral
@asilascosasw
@jrisco

Top Mentioned in G2:
@cdcgov
@alexberenson
@drleanawen
@meganranney
@texasdshs
@kamleshkhunti
@nirav_mainecdc
@krutikakuppalli
@caulfieldtim
@himmoderator

Top Mentioned in G3:
@linseymarr
@syramadad
@tacotacoluka
@lostinayr
@drdompimenta
@miomio45
@shonikajoi
@caulfieldtim
@eroonkoronasta
@rhmcgarry

Top Mentioned in G4:
@acebeaty
@2minmed

Top Mentioned in G5:
@drtomfrieden
@cdc
@alinouriphd
@ncbi
@sapnakmd
@linseymarr
@erictopol
@washingtonpost
@projectlincoln
@tmprowell

Top Mentioned in G6:
@chertorivski
@doctormacias
@arturoerdely
@hlgatell
@ssalud_mx
@lopezobrador_
@opsoms
@kalos_thanatos
@proceso
@cdcgov

Top Mentioned in G7:
@influenzer3
@ryoma_tanaka
@kakeashi_ashika
@mannie_ub
@asadoriq
@blanc0981
@3cj0meo8oomx9c6
@sosorasora3
@mebaruhirame
@nyunyanyunya

Top Mentioned in G8:
@elonmusk
@michaelyeadon3
@kip_kendrick
@thomas_binder
@sunetragupta
@drsimonegold
@blkmdl3
@us_fda
@mrtardigradeuk
@profkarolsikora

Top Mentioned in G9:
@greg_folkers
@nytimes
@apoorva_nyc
@cdcgov
@altgovdoc
@celinegounder
@himmoderator
@valsfunfarm
@linseymarr

Top Mentioned in G10:
@travellightp1
@mcfunny
@skepticalmutant
@provaxtexan
@frankdelia7
@emartinez78987
@paulvcooper1
@geoffschuler
@mstrixter
@crabb_vicki

Top Tweeters
Top Tweeters in Entire Graph:
@ja8yum
@americanair
@jurylady5
@lopezgovlaw
@solutioneer72
@serendipitysays
@sainsburys
@sosorasora3
@debilu2
@citrus_kyoto

Top Tweeters in G1:
@yordimx
@barrenecheapatt
@aldotomis
@pmtnzc19
@lonerider37
@razcolnicov
@cordero24sandra
@aldu_maria
@esestra
@nbrx

Top Tweeters in G2:
@debilu2
@marthalynneowe1
@brontyman
@schwingcat
@quicksilver2723
@1catherinesiena
@mightymouth5413
@raslady1
@paulpaul49
@khou

Top Tweeters in G3:
@backstorymom1
@ketaminh
@nasty_woman2
@alwaysthinkhow
@kiddle
@raulpacheco
@forgerat
@geoffypjohnston
@moebius16
@mwt2008

Top Tweeters in G4:
@crashpalace
@fatgirlvsworld
@03kustom
@putyan
@liberalloner
@avivajazz
@elinsilveous
@tyaya9822
@kittylt
@shawnlsn

Top Tweeters in G5:
@serendipitysays
@ungubunugu1274
@reagancbrown
@miss_placed_
@loyalfan1
@tempkt
@barbiewithatude
@washingtonpost
@itsweezie
@nyappiripiri

Top Tweeters in G6:
@mariacabadas
@adiazpi
@tania_tutzyrock
@ecuacion2010
@proceso
@miguelgoferz1
@luisarmmm
@delfy
@adnoctumsemper
@joselui29967504

Top Tweeters in G7:
@ja8yum
@sosorasora3
@citrus_kyoto
@yastomohalumisa
@harycurl
@cordwainerscat
@yunishio
@uchida_kawasaki
@lamohkun
@fearless_taisho

Top Tweeters in G8:
@lawdog323
@wsj
@warriors_mom
@adnl
@podevyns
@mattielisbon
@carolin43698718
@caronaupdates
@bioturbonick
@smurfaccount654

Top Tweeters in G9:
@jurylady5
@nmikanw
@safimaasai
@bad_woof
@redboybroken
@dsochoa
@adekleine
@laura78703
@nytimes
@dwatchnews

Top Tweeters in G10:
@ds13_manon
@doritmi
@madinmelbourne
@verusoss1
@just4thecause
@frankdelia7
@takethatepi
@joltdude
@siubhan_h
@mcfunny