COVID, Twitter, 9/15/2021 7:20:50 PM, 262125


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COVID_2021-09-15_00-32-01.xlsx
COVID_2021-09-15_00-32-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 15, 2021
Short Description:
COVID via NodeXL https://bit.ly/3nDpi9E
@dainfarrell
@msnbc
@kylegriffin1
@nytimes
@nbcnews
@arusakow
@therecount
@jeremynewberger
@pastorannisha
@10downingstreet

Top hashtags:
#covid
#covid19
#covid_19
#coronavirus
#enhypen_sunghoon
#getvaccinated
#44453

Description:
Description
The graph represents a network of 11,837 Twitter users whose tweets in the requested range contained "COVID", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 15 September 2021 at 07:49 UTC.

The requested start date was Wednesday, 15 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 2-day, 0-hour, 1-minute period from Sunday, 12 September 2021 at 12:18 UTC to Tuesday, 14 September 2021 at 12:19 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 : 11837
Unique Edges : 6701
Edges With Duplicates : 11866
Total Edges : 18567
Number of Edge Types : 5
Retweet : 5411
MentionsInRetweet : 6296
Mentions : 2380
Replies to : 1034
Tweet : 3446
Self-Loops : 3485
Reciprocated Vertex Pair Ratio : 0.00416889363976483
Reciprocated Edge Ratio : 0.00830317223759847
Connected Components : 3511
Single-Vertex Connected Components : 1002
Maximum Vertices in a Connected Component : 1545
Maximum Edges in a Connected Component : 3230
Maximum Geodesic Distance (Diameter) : 32
Average Geodesic Distance : 10.029526
Graph Density : 6.70507981243364E-05
Modularity : 0.581508
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 11,837 Twitter users whose tweets in the requested range contained "COVID", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 15 September 2021 at 07:49 UTC.

The requested start date was Wednesday, 15 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 2-day, 0-hour, 1-minute period from Sunday, 12 September 2021 at 12:18 UTC to Tuesday, 14 September 2021 at 12:19 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 : COVID
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:
[68] https://www.mhlw.go.jp/content/10900000/000829138.pdf
[15] https://www.thetimes.co.uk/article/covid-vaccine-passports-scrapped-for-winter-by-boris-johnson-5g2fdb2zn
[13] https://www.denverpost.com/2021/09/13/bob-enyart-dies-covid-19/
[13] https://www.theguardian.com/world/2021/sep/10/boys-more-at-risk-from-pfizer-jab-side-effect-than-covid-suggests-study
[11] https://www.timesofisrael.com/more-than-10-of-israeli-kids-who-got-virus-now-suffer-from-long-covid-study/
[11] https://www.newsweek.com/members-congress-staff-exempt-biden-covid-vaccine-mandate-1627859
[11] https://time.com/6096505/covid-19-vaccine-hesitancy-family/
[10] https://www.theatlantic.com/health/archive/2021/09/covid-hospitalization-numbers-can-be-misleading/620062/
[10] https://www.nbcnews.com/news/us-news/jeff-bridges-says-he-got-covid-while-chemo-it-made-n1279072
[10] https://www.telegraph.co.uk/news/2021/09/09/teenage-boys-risk-vaccines-covid/

Top URLs in Tweet in G1:
[4] https://twitter.com/btsinthemoment/status/1437380460942815232
[4] https://www.rawstory.com/texas-economy/
[3] https://www.npr.org/2021/09/13/1036521499/covid-workers-resign-new-york-hospital-stops-baby-delivery
[3] https://twitter.com/seketulakasah/status/1437307450693017602
[3] https://www.nytimes.com/2021/09/13/science/vaccines-menstrual-cycle-covid.html?partner=IFTTT
[3] https://www.reuters.com/world/europe/vladimir-putin-is-self-isolate-after-covid-19-detected-entourage-kremlin-2021-09-14/
[2] https://elpais.com/ciencia/2021-09-12/el-caso-de-los-12-ninos-contagiados-de-covid-por-su-profesora-lecciones-para-la-vuelta-al-cole.html
[2] https://theexpose.uk/2021/09/13/german-chief-pathologist-sounds-alarm-on-fatal-covid-vaccine-injuries-jab-is-cause-of-death-in-30-40-of-autopsies-of-recently-vaccinated/
[2] https://twitter.com/NBCNews/status/1437381318380244993
[2] https://news.sky.com/story/covid-19-fully-vaccinated-people-made-up-just-1-of-coronavirus-deaths-in-england-in-first-half-of-2021-figures-show-12407019

Top URLs in Tweet in G2:
[10] http://www.cnn.com/travel/article/france-us-travelers-restriction-covid/index.html
[3] https://trib.al/9ACkeLy
[2] https://trib.al/8WscTN7
[2] https://trib.al/cYoXopf
[2] https://apple.news/AtmN8UQRJRsernLsSKvVtHQ
[1] https://cnn.it/3hsPNux
[1] https://www.latimes.com/california/story/2021-09-12/lapd-employees-sue-city-over-vaccination-mandate
[1] https://nbcnews.to/3htRgAU
[1] https://nbcnews.to/3le8jbb
[1] https://nbcnews.to/3lklk36

Top URLs in Tweet in G3:
[5] https://trib.al/jhAjc0O
[4] https://trib.al/b6hfrd3
[4] https://trib.al/uAXPnOa
[3] https://trib.al/hMJSUoD
[2] https://trib.al/PIFSmuU
[2] https://www.thedailybeast.com/bob-enyart-is-latest-anti-mask-anti-vax-conservative-radio-host-to-die-of-covid?via=twitter_page
[2] https://trib.al/gH6Qc00
[2] https://www.nytimes.com/2021/09/14/world/asia/india-modi-science-icmr.html
[2] https://www.washingtonpost.com/opinions/2021/09/13/bidens-covid-order-big-employers-isnt-unconstitutional-its-ordinary/?tid=ss_tw
[2] https://www.cbsnews.com/news/nicki-minaj-met-gala-covid-vaccine/?ftag=CNM-00-10aab7e&linkId=131523119

Top URLs in Tweet in G4:
[2] https://tennesseelookout.com/2021/09/09/a-grim-statistic-tennessee-public-school-employees-die-of-covid-19/
[2] https://apnews.com/article/science-health-coronavirus-pandemic-rochelle-walensky-centers-for-disease-control-and-prevention-31ddcca6119e018bd826d2a05df7f68b
[2] https://www.huffpost.com/entry/dan-crenshaw-covid-vaccine-revolt-twitter_n_613c1cf5e4b00ff836ecde51
[2] https://finance.yahoo.com/news/eight-pregnant-women-die-covid-142347341.html
[1] https://twitter.com/RonFilipkowski/status/1437379812901986306
[1] https://www.thedailybeast.com/4-year-old-texas-preschooler-kali-cook-dies-of-covid-within-hours-of-first-symptoms?source=articles&via=rss
[1] https://secure.actblue.com/donate/johnsongotrich?refcode=RABRD&amount=25
[1] https://secure.actblue.com/donate/ronjohncovid?refcode=BRDNR
[1] https://twitter.com/washingtonpost/status/1437083533785411587
[1] https://trib.al/9ACkeLy

Top URLs in Tweet in G6:
[3] https://www.npr.org/2021/09/13/1036521499/covid-workers-resign-new-york-hospital-stops-baby-delivery?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.thetimes.co.uk/article/covid-vaccine-passports-can-still-help-defeat-winter-wave-no-10-insists-3zv90szj8
[1] https://www.bmj.com/content/374/bmj.n2251?utm_source=twitter&utm_medium=social&utm_term=hootsuite&utm_content=sme&utm_campaign=usage
[1] https://inews.co.uk/news/covid-booster-vaccine-jcvi-third-jab-over-50s-six-months-after-second-shot-1198170
[1] https://www.wtnh.com/news/health/coronavirus/governor-lamont-considering-digital-covid-vaccine-passport-for-ct-like-one-in-use-in-nyc/
[1] https://timesofindia.indiatimes.com/life-style/health-fitness/health-news/how-effective-covid-19-vaccines-are-on-immunocompromised-people/photostory/86135980.cms
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=c9be0e3f-1558-11ec-ae24-5944796c6849&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wOS0wOS9kZWx0YS1haXItc2F5cy1uZXctY292aWQtcG9saWN5LWlzLWJvb3N0aW5nLXdvcmtlci12YWNjaW5hdGlvbnM=
[1] https://www.webmd.com/vaccines/covid-19-vaccine/vaccine-mandates#3
[1] https://www.reuters.com/business/healthcare-pharmaceuticals/qiagen-supports-white-house-covid-19-vaccination-test-mandate-2021-09-10/
[1] https://www.seattletimes.com/business/delta-air-says-new-covid-19-policy-is-boosting-worker-vaccinations/

Top URLs in Tweet in G8:
[4] https://nypost.com/2021/09/09/moderna-announces-single-dose-booster-shot-for-covid-and-flu/?utm_campaign=SocialFlow&utm_medium=SocialFlow&utm_source=NYPTwitter
[4] https://www.telegraph.co.uk/news/2021/09/09/teenage-boys-risk-vaccines-covid/
[3] https://nypost.com/2021/09/14/wrongly-convicted-man-who-spent-years-on-death-row-dies-of-covid/?utm_campaign=SocialFlow&utm_source=NYPTwitter&utm_medium=SocialFlow
[3] https://nypost.com/2021/09/12/the-us-is-nearing-immunity-from-covid-19/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[2] https://nypost.com/2021/09/12/no-talking-during-lunch-and-other-joys-of-covid-schooling/
[2] https://nypost.com/2021/09/13/walgreens-covid-19-test-registration-system-left-patient-data-unprotected/?utm_campaign=SocialFlow&utm_source=NYPTwitter&utm_medium=SocialFlow
[2] https://nypost.com/2021/09/11/more-children-in-chicago-have-been-shot-than-died-from-covid/?utm_campaign=SocialFlow&utm_medium=SocialFlow&utm_source=NYPTwitter
[2] https://nypost.com/2021/09/13/geoff-freeman-sends-biden-letter-questioning-covid-vaccine-order/?utm_campaign=SocialFlow&utm_source=NYPTwitter&utm_medium=SocialFlow
[2] https://www.theatlantic.com/health/archive/2021/09/covid-hospitalization-numbers-can-be-misleading/620062/?utm_source=twitter&utm_medium=social&utm_campaign=share
[2] https://www.foxnews.com/politics/congress-exempt-biden-covid-19-vaccine-mandate

Top URLs in Tweet in G9:
[2] https://twitter.com/nickiminaj/status/1437532566945341441
[1] https://www.theguardian.com/us-news/2021/aug/08/rightwing-radio-host-dick-farrel-anti-vaxxer-dies-covid
[1] https://www.wusa9.com/article/news/health/coronavirus/virginia-pediatrician-overwhelmed-child-covid-cases/65-31d13313-4f76-4704-a3a6-153426c86dcb
[1] https://www.opb.org/article/2021/09/10/covid-19-oregon-children-cases-rising/
[1] https://www.dispatch.com/story/news/coronavirus/2021/09/04/covid-cases-kids-hit-record-high-ohio-late-august/5651633001/
[1] https://politi.co/2VqHLuj
[1] https://www.denverpost.com/2021/09/13/bob-enyart-dies-covid-19/
[1] https://www.cnn.com/2021/09/14/europe/russia-putin-coronavirus-self-isolating-intl/index.html
[1] https://abcnews.go.com/Health/live-updates/covid-delta-variant/?id=79988274#79994240
[1] https://twitter.com/rvawonk/status/1437240866863726592

Top URLs in Tweet in G10:
[3] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/your-vaccination.html
[2] https://www.fda.gov/consumers/consumer-updates/why-you-should-not-use-ivermectin-treat-or-prevent-covid-19
[1] http://trib.al/KRyDPT8
[1] https://californianewstimes.com/15-miami-dade-educators-die-from-covid-19-in-10-days/512035/
[1] https://twitter.com/gradynewsource/status/1437481116550664192
[1] http://trib.al/bYU1Hvc
[1] http://trib.al/xFFgPbp
[1] http://trib.al/FtX9KEy
[1] http://trib.al/o8dZRkj
[1] https://www.nytimes.com/live/2021/09/11/world/covid-delta-variant-vaccine?type=styln-live-updates&label=coronavirus%20updates&index=0#us-vaccination-rate-low

Top Domains
Top Domains in Tweet in Entire Graph:
[344] twitter.com
[152] co.uk
[81] theguardian.com
[73] trib.al
[68] go.jp
[32] com.br
[30] cnn.com
[29] bit.ly
[28] nytimes.com
[27] nypost.com

Top Domains in Tweet in G1:
[128] twitter.com
[16] co.uk
[14] theguardian.com
[9] com.br
[8] cnn.com
[8] nytimes.com
[8] npr.org
[6] apple.news
[5] theexpose.uk
[5] washingtonpost.com

Top Domains in Tweet in G2:
[10] cnn.com
[7] trib.al
[3] nbcnews.to
[3] twitter.com
[3] msnbc.com
[3] apple.news
[2] wapo.st
[2] nbcnews.com
[1] cnn.it
[1] latimes.com

Top Domains in Tweet in G3:
[21] trib.al
[8] cnn.it
[7] thedailybeast.com
[6] nyti.ms
[5] washingtonpost.com
[4] nytimes.com
[4] usatoday.com
[3] abcn.ws
[3] freep.com
[2] cbsnews.com

Top Domains in Tweet in G4:
[3] twitter.com
[2] actblue.com
[2] tennesseelookout.com
[2] apnews.com
[2] huffpost.com
[2] yahoo.com
[1] thedailybeast.com
[1] trib.al
[1] medrxiv.org
[1] medicalnewstoday.com

Top Domains in Tweet in G6:
[4] twitter.com
[3] co.uk
[3] npr.org
[2] gov.uk
[1] bmj.com
[1] wtnh.com
[1] indiatimes.com
[1] bloomberg.com
[1] webmd.com
[1] reuters.com

Top Domains in Tweet in G8:
[20] nypost.com
[6] foxnews.com
[4] co.uk
[3] theatlantic.com
[1] youtube.com
[1] cnn.com
[1] yahoo.com
[1] twitter.com
[1] cdc.gov

Top Domains in Tweet in G9:
[5] twitter.com
[2] theguardian.com
[1] wusa9.com
[1] opb.org
[1] dispatch.com
[1] politi.co
[1] denverpost.com
[1] cnn.com
[1] go.com
[1] theintellectualist.com

Top Domains in Tweet in G10:
[5] trib.al
[3] cdc.gov
[2] twitter.com
[2] fda.gov
[1] californianewstimes.com
[1] nytimes.com
[1] ft.com
[1] axios.com
[1] medrxiv.org
[1] nationalpost.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[225] covid
[191] covid19
[127] covid_19
[31] coronavirus
[25] enhypen_sunghoon
[20] getvaccinated
[18] 44453
[17] gujaratfornyay
[17] vaccinepassports
[17] protecttheprotectors



Top Hashtags in Tweet in G1:
[42] covid
[31] covid19
[19] covid_19
[13] coronavirus
[8] protecttheprotectors
[8] smartnews
[5] lawancovid19
[5] indonesiasehatindonesiahebat
[5] vaccinemandate
[5] news

Top Hashtags in Tweet in G2:
[4] covid
[2] wearamask
[2] doublevaccinated
[2] covid19vaccine
[2] arifmohammedkhan
[2] kerala
[1] wato
[1] brexitdisaster
[1] covaxin
[1] bharatbiotech

Top Hashtags in Tweet in G3:
[3] metgala
[2] icymi
[1] getvaccinated
[1] depressing
[1] fuckmichiganrepublicans
[1] france
[1] crise
[1] covid
[1] corona
[1] coronavirus

Top Hashtags in Tweet in G4:
[1] ronaron
[1] ny21
[1] mtp

Top Hashtags in Tweet in G5:
[16] enhypen_sunghoon
[3] sunghoon

Top Hashtags in Tweet in G6:
[4] covid
[4] vaccinepassports
[2] covid_19
[2] righttohealth
[2] afairshot
[2] novaccinepassports
[1] brexit
[1] together
[1] togetherdeclaration
[1] covidrecoverygroup

Top Hashtags in Tweet in G8:
[15] germanynoprofitonpandemic
[3] vaccinemandate
[1] nyc
[1] backtoschool
[1] peoplesvaccine
[1] demvoice1
[1] onev1
[1] recallgavinnewsom
[1] covid
[1] foxnews

Top Hashtags in Tweet in G9:
[3] covid19
[1] covidiots
[1] deltavariant
[1] covid
[1] getvaccinated
[1] getvaccinatednow
[1] wearadamnmask

Top Hashtags in Tweet in G10:
[4] atl
[4] covid19
[3] flapol
[3] deathsantis
[3] covid
[3] cdc
[2] publichealth
[1] vaccinated
[1] gapol
[1] atlantahiphopday

Top Words
Top Words in Tweet in Entire Graph:
[8470] covid
[2425] 19
[952] vaccine
[705] people
[533] died
[507] more
[499] vaccinated
[454] cases
[448] น
[413] children

Top Words in Tweet in G1:
[935] covid
[305] 19
[74] vaccine
[63] people
[44] vaccinated
[43] 2021
[42] #covid
[39] cases
[38] more
[36] over

Top Words in Tweet in G2:
[188] covid
[71] kylegriffin1
[46] cases
[43] employees
[42] million
[41] vaccinated
[33] 19
[33] died
[32] require
[30] vaccine

Top Words in Tweet in G3:
[114] covid
[77] 19
[41] vaccine
[28] cnn
[22] washingtonpost
[22] school
[21] americans
[20] nytimes
[18] putin
[18] pandemic

Top Words in Tweet in G4:
[68] covid
[25] bluetexas6
[23] mmpadellan
[21] getting
[20] know
[20] pain
[20] suffering
[20] voting
[19] wisconsinites
[19] deaths

Top Words in Tweet in G5:
[118] covid
[82] sunghoon
[61] free
[46] recovered
[43] heeseung
[43] jake
[43] jungwon
[43] jay
[28] already
[27] enhypen

Top Words in Tweet in G6:
[79] covid
[38] vaccine
[37] qanon
[20] against
[20] going
[20] news
[19] civil
[19] last
[18] mass
[18] disobedience

Top Words in Tweet in G7:
[103] covid
[101] trixieaaang
[72] free
[72] cutieeeeeeeeeeeeeee
[31] miss
[31] life
[31] without

Top Words in Tweet in G8:
[89] covid
[58] 19
[29] vaccine
[19] potus
[17] being
[17] foxnews
[15] #germanynoprofitonpandemic
[15] trump
[14] dems
[14] 'disparaged'

Top Words in Tweet in G9:
[104] covid
[39] vaccine
[29] tucker
[28] died
[26] rvawonk
[26] anti
[25] carlson
[25] nickiminaj
[23] more
[21] children

Top Words in Tweet in G10:
[77] covid
[30] 19
[22] getting
[20] live
[18] third
[16] colleague
[16] patient
[15] vaccine
[15] more
[15] treatment

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2355] covid,19
[376] ซองฮ,น
[360] น,enhypen
[310] แล,ว
[308] covid,แล
[307] died,covid
[295] enhypen,หายจาก
[292] หายจาก,covid
[269] ว,ซองฮ
[189] covid,free

Top Word Pairs in Tweet in G1:
[296] covid,19
[22] covid,vaccine
[20] 19,vaccine
[19] covid,free
[17] contra,covid
[15] against,covid
[15] covid,test
[15] covid,cases
[12] positive,covid
[11] vaksin,berantas

Top Word Pairs in Tweet in G2:
[33] covid,19
[25] died,covid
[23] covid,cases
[22] million,covid
[22] employees,vaccinated
[22] vaccinated,against
[21] fine,cities
[21] cities,counties
[21] counties,require
[21] require,employees

Top Word Pairs in Tweet in G3:
[77] covid,19
[13] vladimir,putin
[13] millions,americans
[13] americans,still
[13] still,need
[13] need,vaccinated
[13] vaccinated,slow
[13] slow,stop
[13] stop,spread
[13] spread,covid

Top Word Pairs in Tweet in G4:
[17] wisconsinites,suffering
[17] suffering,economic
[17] economic,pain
[17] pain,covid
[17] covid,economy
[17] economy,ron
[17] ron,johnson
[17] johnson,getting
[17] getting,rich
[17] rich,voting

Top Word Pairs in Tweet in G5:
[61] covid,free
[46] recovered,covid
[42] jake,jungwon
[42] jungwon,jay
[37] sunghoon,covid
[30] heeseung,jake
[28] already,recovered
[26] enhypen,sunghoon
[26] sunghoon,heeseung
[26] jay,covid

Top Word Pairs in Tweet in G6:
[18] mass,civil
[18] civil,disobedience
[18] disobedience,campaign
[18] campaign,against
[18] against,vaccine
[18] vaccine,mandates
[18] mandates,going
[18] news,qanon
[18] qanon,world
[18] world,today

Top Word Pairs in Tweet in G7:
[72] covid,free
[72] free,cutieeeeeeeeeeeeeee
[71] trixieaaang,covid
[31] miss,life
[31] life,without
[31] without,covid
[30] trixieaaang,miss

Top Word Pairs in Tweet in G8:
[58] covid,19
[16] 19,vaccine
[14] trump,dems
[14] dems,'disparaged'
[14] 'disparaged',covid
[14] vaccine,president
[14] president,'now
[14] 'now,wonder
[14] wonder,why'
[14] why',hesitant

Top Word Pairs in Tweet in G9:
[25] tucker,carlson
[18] died,covid
[14] covid,19
[11] carlson,telling
[11] telling,audience
[11] audience,covid
[11] covid,vaccines
[11] vaccines,mixed
[11] mixed,picture
[11] picture,tucker

Top Word Pairs in Tweet in G10:
[30] covid,19
[14] colleague,getting
[14] getting,yelled
[14] yelled,patient
[14] patient,wife
[14] wife,icu
[14] icu,try
[14] try,untested
[14] untested,treatment
[14] treatment,third

Top Replied-To
Top Replied-To in Entire Graph:
@nickiminaj
@gopleader
@ronfilipkowski
@iamjasonbailey
@bluetexas6
@skynews
@juliahb1
@rwmalonemd
@kylegriffin1
@raheemkassam

Top Replied-To in G2:
@kylegriffin1
@selenagomez
@apostate1123
@latimes
@themarieoakes
@nickywesley
@1stcolonel
@rightwingmania
@nbcnews
@donchesterf

Top Replied-To in G3:
@j_santino13
@joelbruce44
@solnatamd
@thetonitonic
@allthewaytodc
@twani1965

Top Replied-To in G4:
@bluetexas6
@drleanawen
@jsr43252929
@mjtaz53
@viczinusa
@emery78

Top Replied-To in G6:
@uvuume
@bmj_latest
@10downingstreet
@colingaffney3
@sajidjavid
@johnstanners
@torcuil
@teds_updates

Top Replied-To in G8:
@foxnews
@potus
@krausemom
@ghanaboypharmd
@berlindirekt
@bmg_bund
@nhsenglandldn
@xena93795210
@stompthegop
@justajunkdrawe1

Top Replied-To in G9:
@nickiminaj
@bader_diedrich
@brycecovert
@rdy2snapback
@myvlogjourney
@roseros43253055
@donovanwilde
@tizzyent
@kiraelisabarbie
@mfwitches

Top Replied-To in G10:
@daniela127
@ap
@savannahguthrie
@us_fda

Top Mentioned
Top Mentioned in Entire Graph:
@trixieaaang
@jake_esther
@kylegriffin1
@andrewpollackfl
@sukunabikona7
@occupydemocrats
@wickettred
@risutoinu
@rwmalonemd
@rvawonk

Top Mentioned in G1:
@hiremaidea
@staffsuk
@laiksmosties
@liquorlovelust
@askerfotball
@patriotosorus
@betterknowyou
@infosocuellamos
@martinallo4
@nssoaxaca

Top Mentioned in G2:
@kylegriffin1
@nbcnews
@blairbigham
@msnbc
@amyklobuchar
@amyeetx
@kurteichenwald
@joebiden
@truefactsstated
@kavitapmd

Top Mentioned in G3:
@cnn
@washingtonpost
@nytimes
@jrubinblogger
@cbsnews
@thedailybeast
@abc
@karan_singhs
@solnatamd
@cnnee

Top Mentioned in G4:
@mmpadellan
@bluetexas6
@safetypindaily
@elisestefanik
@lynyrd1959
@mattputorti
@surgeon_general
@drleanawen
@meetthepress
@asahutchinson

Top Mentioned in G5:
@int0heeseung
@namaewariki
@archiveofhoon
@parksunghoonboy
@psghoon
@panikeyy
@rikisfate
@dhnmlr_
@mayowmii
@engenestrugglin

Top Mentioned in G6:
@willsommer
@davidfrum
@sajidjavid
@borisjohnson
@jarriesam
@conservatives
@10downingstreet
@allysonpollock
@nicolasturgeon
@libdems

Top Mentioned in G7:
@trixieaaang

Top Mentioned in G8:
@potus
@foxnews
@nypost
@noorchashm
@whitehouse
@nbsaphiermd
@erico254_
@headdock
@ryanmarino
@vanilasingh

Top Mentioned in G9:
@rvawonk
@nickiminaj
@jeremynewberger
@brycecovert
@uche_blackstock
@therecount
@billkristol
@smirkingchimp
@whatrosasaid
@tizzyent

Top Mentioned in G10:
@cdcgov
@martinkulldorff
@medicalaxioms
@drtomfrieden
@ap
@atlhiphopday
@professoramuse
@jennycohn1
@us_fda
@richardallard

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@ja8yum
@infoitinterno
@tomthunkitsmind
@opsiin
@detikcom
@zyiteblog
@chidambara09
@chris_1791

Top Tweeters in G1:
@infoitinterno
@opsiin
@jcc_news
@newsoneplace
@vivacoid
@crweworld
@billm9
@kleeblatt1977
@vzlapress
@beritasatu

Top Tweeters in G2:
@vedehimajumdar
@timesnow
@castonchris
@katalin_pota
@laurahennesse11
@kskm3
@amaliada
@latimes
@adamisalamb
@truactive

Top Tweeters in G3:
@falconhamada_90
@_redfrog
@pas5974
@new_narrative
@ikateufel
@nytimes
@carolk47
@kane007
@washingtonpost
@thedailybeast

Top Tweeters in G4:
@yarosisnancy
@morgfair
@safetypindaily
@vi44
@jjohnsonlaw
@whitecrow43
@suki3hunna
@warmongerexpose
@donkeehotey
@stillwaters1029

Top Tweeters in G5:
@iam_mintminn
@bxx7_13
@hihiiamdd
@jinjijade
@heeseungcokr
@jersierozzel
@idolniki
@crusheeseung
@stywthbngtn
@heetmanbang

Top Tweeters in G6:
@sddphoto
@60sparkle
@terryg1979
@diannemando
@mrconnies
@scot_tigger
@theipaper
@gturner1969
@jarriesam
@maizedconfused

Top Tweeters in G7:
@3pinpoints
@ppip3____
@heolkyungsoo
@bambino8141
@uqwohc
@xicoo_20
@gnevermindvibes
@fitriawdst
@iamsandysaand
@everycat111

Top Tweeters in G8:
@chris_1791
@oldsalz
@foxnews
@evyonk
@nypost
@libbystone2
@drdoodlie1994
@malcolmnance
@pedroblessing_
@zdf

Top Tweeters in G9:
@ethomas3915
@meadllar
@resist__fascist
@sandibachom
@lucywithsword
@thisisalogin
@arusakow
@laineytavor
@sugamommaof7
@jeremynewberger

Top Tweeters in G10:
@dazyjane410
@iridescentashes
@ap
@ft
@heatherj750
@mommamia1217
@jennycohn1
@todayshow
@gregjon27277299
@belangersusan