#WearAMask, Twitter, 11/25/2020 1:49:05 PM, 242179


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#WearAMask_2020-11-25_03-52-53.xlsx
#WearAMask_2020-11-25_03-52-53.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
November 25, 2020
Short Description:
#WearAMask via NodeXL https://bit.ly/3l5txFZ
@cdcgov
@viralvideovlogs
@robertcooper58
@joncoopertweets
@who
@ctzebra
@joebiden
@realdonaldtrump
@lives4books
@derenicbyrd

Top hashtags:
#wearamask
#covid19
#stayhome
#washyourhands
#staysafe
#socialdistancing

Description:
Description
The graph represents a network of 17,543 Twitter users whose recent tweets contained "#WearAMask", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 25 November 2020 at 12:39 UTC.

The tweets in the network were tweeted over the 1-day, 15-hour, 58-minute period from Monday, 23 November 2020 at 19:54 UTC to Wednesday, 25 November 2020 at 11:52 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 : 17543
Unique Edges : 23125
Edges With Duplicates : 6531
Total Edges : 29656
Number of Edge Types : 5
Replies to : 2102
Tweet : 5858
Retweet : 10359
MentionsInRetweet : 7012
Mentions : 4325
Self-Loops : 6044
Reciprocated Vertex Pair Ratio : 0.0164963503649635
Reciprocated Edge Ratio : 0.0324572741634353
Connected Components : 4625
Single-Vertex Connected Components : 3066
Maximum Vertices in a Connected Component : 8094
Maximum Edges in a Connected Component : 16060
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 6.232938
Graph Density : 6.78788818741276E-05
Modularity : 0.734266
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 17,543 Twitter users whose recent tweets contained "#WearAMask", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 25 November 2020 at 12:39 UTC.

The tweets in the network were tweeted over the 1-day, 15-hour, 58-minute period from Monday, 23 November 2020 at 19:54 UTC to Wednesday, 25 November 2020 at 11:52 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 : TwitterSearch
Graph Term : #WearAMask
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:
[415] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/prevention.html
[298] https://twitter.com/lindyli/status/1331056323102978048
[276] https://twitter.com/FacesOfCOVID/status/1331436638837334021
[274] https://twitter.com/DerenicByrd/status/1331042907369848834
[235] https://twitter.com/robertcooper58/status/1331072096483614720
[192] https://www.univision.com/local/puerto-rico-wlii/fallece-la-sexta-enfermera-por-coronavirus-en-puerto-rico
[140] https://www.ottawapublichealth.ca/Masks
[90] https://www.cdc.gov/coronavirus/2019-ncov/daily-life-coping/holidays/thanksgiving.html
[80] https://twitter.com/hinapatelrx/status/1331424210766471168
[62] https://twitter.com/j_g_allen/status/1331207800379351041

Top URLs in Tweet in G1:
[67] https://twitter.com/hinapatelrx/status/1331424210766471168
[47] https://twitter.com/hinapatelRx/status/1331424210766471168
[21] https://twitter.com/kathryniveyy/status/1330607852524867587
[18] https://twitter.com/joncoopertweets/status/1331080109407735811
[12] https://www.instagram.com/accounts/login/
[9] https://twitter.com/wellreadblkgrl/status/1330328485265612804
[8] https://twitter.com/WellReadBlkGrl/status/1330328485265612804
[8] https://twitter.com/globalnews/status/1331018094534389760
[8] https://twitter.com/KamalaHarris/status/1331248632033669120
[7] https://twitter.com/Strandjunker/status/1330949470004109321

Top URLs in Tweet in G2:
[193] https://twitter.com/robertcooper58/status/1331072096483614720
[44] https://www.reuters.com/article/us-health-coronavirus-usa-whitehouse/white-house-plans-holiday-party-as-americans-urged-to-stay-home-idUSKBN2831S1
[23] https://www.propublica.org/article/two-school-districts-had-different-mask-policies-only-one-had-a-teacher-on-a-ventilator
[20] Https://www.ankaraapparel.com
[19] https://twitter.com/RexChapman/status/1331057739485810689
[19] http://www.msn.com/en-us/news/us/fauci-warns-of-stunning-number-of-deaths-from-coronavirus/ar-BB1bi46M?ocid=st
[14] https://twitter.com/lindyli/status/1331056323102978048
[14] https://twitter.com/bkaydw/status/1330670620816924672
[8] https://anchor.fm/MikeBrooklyn/episodes/The-Takeover-emm9th
[6] https://www.youtube.com/watch?v=wxIYEweps5o&feature=youtu.be


Top URLs in Tweet in G3:
[391] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/prevention.html
[74] https://www.cdc.gov/coronavirus/2019-ncov/daily-life-coping/holidays/thanksgiving.html
[26] https://www.dailymail.co.uk/news/article-8981741/Fauci-warns-COVID-19-death-toll-300k-end-year.html
[14] https://www.100millionmasks.org/?utm_source=twitter&utm_medium=organic&utm_campaign=100-million-masks
[8] https://twitter.com/cleavon_md/status/1324509479728148481?s=21
[8] https://twitter.com/cleavon_md/status/1325686848996352000?s=21
[6] https://twitter.com/lindyli/status/1331056323102978048
[6] https://twitter.com/dominiquenyc/status/1330390417548959744
[6] https://medium.com/p/e34d0ef28da?source=linkShare-c6d2bc62623c-1606243873&_branch_match_id=link-859856001528682715
[5] https://twitter.com/robertcooper58/status/1331072096483614720

Top URLs in Tweet in G4:
[240] https://twitter.com/lindyli/status/1331056323102978048
[32] https://couriernewsroom.com/2020/11/24/doctors-thanksgiving/
[16] https://twitter.com/robertcooper58/status/1331072096483614720
[4] https://twitter.com/celebwhogive/status/1331304003213303809
[3] https://twitter.com/DerenicByrd/status/1331042907369848834
[3] https://twitter.com/skarlamangla/status/1331317433903112199
[3] https://www.cnn.com/2020/11/24/us/covid-precautions-icu-doctor-trnd/index.html
[3] https://twitter.com/RobinCogan/status/1331187281076645890
[3] https://www.nbcnews.com/news/us-news/kentucky-teenage-cancer-survivor-dies-covid-19-n1248728
[2] https://www.npr.org/2020/11/24/938285580/to-combat-the-pandemic-biden-will-aim-to-depoliticize-mask-wearing

Top URLs in Tweet in G5:
[21] https://nypost.com/2020/11/24/moderna-boss-says-covid-shot-not-proven-to-stop-virus-spread/
[9] https://twitter.com/sciencemagazine/status/1330224489171480579
[7] https://www.dailymail.co.uk/news/article-8981741/Fauci-warns-COVID-19-death-toll-300k-end-year.html
[6] https://twitter.com/NYCanegirl/status/1331238237579464706
[4] https://twitter.com/joncoopertweets/status/1331093455683133440
[4] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/prevention.html
[4] https://twitter.com/robertcooper58/status/1331072096483614720
[4] https://tweets.newsbots.eu/WHO/status/1331342204011417601
[3] https://twitter.com/MoHCCZim/status/1331160735616016384
[3] https://twitter.com/DerenicByrd/status/1331042907369848834

Top URLs in Tweet in G6:
[38] https://africacdc.org/download/africa-mask-week-23-30-november-2020/
[38] https://pandemicactionnetwork.org/africa-mask-week
[13] https://pandemicactionnetwork.org/africa-mask-week/
[7] https://pandemicactionnetwork.org/press-release/africamaskweek-launches-to-build-continent-wide-movement-for-mask-wearing/
[6] https://zoom.us/j/91657111736?pwd=TEQxY0pEYlpXUldCWjBZcXFCZGQzZz09
[5] https://twitter.com/AfyaTimiza/status/1331477669184233473
[5] https://www.pandemicactionnetwork.org/africa-mask-week
[4] https://africacdc.org/
[4] https://twitter.com/michellelescau1/status/1331347425236193280
[4] https://www.nouvelles-du-monde.com/africamaskweek-lance-un-mouvement-pour-le-port-de-masque-a-lechelle-du-continent-africa-cdc/?amp&__twitter_impression=true

Top URLs in Tweet in G7:
[170] https://www.univision.com/local/puerto-rico-wlii/fallece-la-sexta-enfermera-por-coronavirus-en-puerto-rico
[37] https://www.abc10.com/article/news/local/modesto/coronavirus-death-modesto/103-01d24373-c72a-40aa-87e1-2ed31e5a9f18
[31] https://www.amny.com/news/brooklyn-park-pays-homage-to-healthcare-workers-lost-during-the-pandemic/amp/
[30] https://www.wptv.com/coronavirus/beloved-palm-beach-county-pediatrician-dies-from-coronavirus?_amp=true
[29] https://www.benefieldfuneralhome.com/obituaries/Amy-Horn-Hughes?obId=18294513
[25] https://twitter.com/RIHospital/status/1331347884512522243
[20] https://abc30.com/fresno-doctor-covid-william-garnica-coornavirus-coronavirus/8031234/
[18] https://www.mckibbenandguinn.com/obituary/shelley-smith?lud=665D95A84282CA6C4EEFD778ED11495F&fbclid=IwAR360Qexc92xVbyKNvFJ-aDp37vfKMqykmTGtroF_ovRv1ae6caGs7z82bU
[15] https://www.york.cuny.edu/news/sad
[14] https://www.whsv.com/2020/11/06/stuarts-draft-mourns-the-loss-of-dr-forbes-and-his-wife-ann-forbes/?fbclid=IwAR3GqsCm74s37anPqzeaTQ0OQS0FTCno9IOwvyg1UIZEezEtxWrKb3Z79D0

Top URLs in Tweet in G8:
[246] https://twitter.com/DerenicByrd/status/1331042907369848834
[7] https://twitter.com/robertcooper58/status/1331072096483614720
[5] https://twitter.com/FacesOfCOVID/status/1331436638837334021
[4] https://twitter.com/lindyli/status/1331056323102978048
[2] https://twitter.com/derenicbyrd/status/1331042907369848834
[1] https://twitter.com/laurie_garrett/status/1331315287359172609
[1] https://twitter.com/SenKamalaHarris/status/1331377827761963008
[1] https://twitter.com/DrTomFrieden/status/1330994813961900035
[1] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/prevention.html
[1] https://nypost.com/2020/11/24/moderna-boss-says-covid-shot-not-proven-to-stop-virus-spread/

Top URLs in Tweet in G9:
[264] https://twitter.com/FacesOfCOVID/status/1331436638837334021
[5] https://twitter.com/COVID19Tracking/status/1331393758525595648
[3] https://www.univision.com/local/puerto-rico-wlii/fallece-la-sexta-enfermera-por-coronavirus-en-puerto-rico
[3] https://twitter.com/lindyli/status/1331056323102978048
[3] https://twitter.com/kxly4news/status/1331043608225583105
[2] https://m.facebook.com/login.php?next=https%3A%2F%2Fm.facebook.com%2Fstory%2Fgraphql_permalink%2F%3Fgraphql_id%3DUzpfSTExOTQ3NjEyODY6MTAyMjQyNTA4Mjc2NzcwODc%253D&refsrc=https%3A%2F%2Fm.facebook.com%2Fstory%2Fgraphql_permalink%2F&_rdr
[2] https://twitter.com/youngkwak/status/1331007960844144643
[1] https://www.wptv.com/coronavirus/beloved-palm-beach-county-pediatrician-dies-from-coronavirus?_amp=true
[1] https://twitter.com/hinapatelRx/status/1331424210766471168
[1] https://twitter.com/RussellSieg/status/1331358795554041858

Top URLs in Tweet in G10:
[3] https://twitter.com/hinapatelrx/status/1331424210766471168
[2] https://twitter.com/lindyli/status/1331056323102978048
[1] https://threadreaderapp.com/thread/1331424210766471168.html
[1] https://twitter.com/hinapatelrx/status/1331434331869503490
[1] https://twitter.com/hinapatelRx/status/1331424210766471168
[1] https://twitter.com/cruzer2211/status/1331294959513653250
[1] https://twitter.com/jbm32753/status/1331333743286644737
[1] https://www.reuters.com/article/us-health-coronavirus-usa-whitehouse/white-house-plans-holiday-party-as-americans-urged-to-stay-home-idUSKBN2831S1

Top Domains
Top Domains in Tweet in Entire Graph:
[4770] twitter.com
[534] cdc.gov
[194] univision.com
[186] youtube.com
[140] ottawapublichealth.ca
[136] instagram.com
[82] co.uk
[64] pandemicactionnetwork.org
[61] chimpreports.com
[58] reuters.com

Top Domains in Tweet in G1:
[1517] twitter.com
[90] instagram.com
[31] youtube.com
[19] cdc.gov
[18] ac-illust.com
[13] co.uk
[11] tiktok.com
[10] cnn.com
[9] apple.news
[9] redbubble.com

Top Domains in Tweet in G2:
[474] twitter.com
[44] reuters.com
[27] youtube.com
[23] propublica.org
[21] ankaraapparel.com
[19] msn.com
[8] anchor.fm
[7] huffpost.com
[6] washingtonpost.com
[5] nytimes.com

Top Domains in Tweet in G3:
[480] cdc.gov
[108] twitter.com
[26] co.uk
[14] 100millionmasks.org
[6] medium.com
[5] unbiasedscipod.com
[5] youtube.com
[4] washingtonpost.com
[4] staythecourse.me
[3] cnn.com

Top Domains in Tweet in G4:
[290] twitter.com
[32] couriernewsroom.com
[3] cnn.com
[3] nbcnews.com
[2] npr.org
[2] univision.com
[1] chicagotribune.com
[1] reuters.com
[1] cdc.gov
[1] co.uk

Top Domains in Tweet in G5:
[61] twitter.com
[21] nypost.com
[7] co.uk
[4] cdc.gov
[4] newsbots.eu
[3] popsci.com
[2] bit.ly
[1] t.co
[1] reuters.com
[1] msn.com

Top Domains in Tweet in G6:
[63] pandemicactionnetwork.org
[42] africacdc.org
[40] twitter.com
[6] zoom.us
[6] youtube.com
[5] facebook.com
[4] cdc.gov
[4] nouvelles-du-monde.com
[3] joannbush.com
[3] univision.com

Top Domains in Tweet in G7:
[172] univision.com
[78] twitter.com
[37] abc10.com
[31] facebook.com
[31] amny.com
[30] wptv.com
[29] benefieldfuneralhome.com
[20] abc30.com
[18] mckibbenandguinn.com
[15] cuny.edu

Top Domains in Tweet in G8:
[270] twitter.com
[1] cdc.gov
[1] nypost.com
[1] couriernewsroom.com
[1] propublica.org
[1] reuters.com

Top Domains in Tweet in G9:
[287] twitter.com
[3] facebook.com
[3] univision.com
[1] wptv.com
[1] reuters.com
[1] afscme.org
[1] baucomspreciousmemories.com
[1] medicinaysaludpublica.com
[1] benefieldfuneralhome.com
[1] amny.com

Top Domains in Tweet in G10:
[9] twitter.com
[1] threadreaderapp.com
[1] reuters.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[18760] wearamask
[4404] covid19
[2159] stayhome
[1480] washyourhands
[948] staysafe
[847] socialdistancing
[667] socialdistance
[664] healthcareheroes
[656] wearadamnmask
[567] thanksgiving



Top Hashtags in Tweet in G1:
[3612] wearamask
[589] covid19
[486] stayhome
[272] washyourhands
[147] socialdistancing
[143] staysafe
[138] covid
[118] coronavirus
[116] socialdistance
[114] wearadamnmask

Top Hashtags in Tweet in G2:
[1480] wearamask
[251] covid19
[180] stayhome
[80] covid
[72] wearadamnmask
[57] covidiots
[54] demvoice1
[49] onev1
[44] socialdistance
[44] gopgenocide

Top Hashtags in Tweet in G3:
[996] wearamask
[590] covid19
[164] thanksgiving
[76] doyourpart
[75] socialdistance
[72] washourhands
[58] besmartfl
[39] stayhome
[29] stayhomesavelives
[28] wearadamnmask

Top Hashtags in Tweet in G4:
[781] wearamask
[389] staysafe
[120] staysafestayhealthy
[120] wearyourmask
[111] myfoto
[106] mondaymotivation
[66] aritmodelcuore
[66] 24novembre
[66] tuesdayfeels
[66] damemauve

Top Hashtags in Tweet in G5:
[553] wearamask
[285] covid19
[166] handhygiene
[166] inthistogether
[140] besafe
[139] itsuptous
[58] stayhome
[31] weareallinthistogether
[23] socialdistancing
[17] flattenthecurve

Top Hashtags in Tweet in G6:
[605] wearamask
[415] africamaskweek
[356] covid19
[68] washyourhands
[39] physicaldistancing
[34] maskup
[32] medicineformasks
[29] africayouthlead
[29] pfekamask
[27] angamizacoronaug

Top Hashtags in Tweet in G7:
[870] wearamask
[614] covid19
[543] healthcareheroes
[283] getusppe
[133] stayhome
[35] medtwitter
[35] psychtwitter
[30] qepd
[15] dotherightthing
[12] stayathome

Top Hashtags in Tweet in G8:
[320] wearamask
[249] covid19
[247] wearadamnmask
[3] coronavirus
[3] stayathome
[2] stayhome
[2] lightupyourhouse
[1] weareallinthistogether
[1] makeamericasaneagain
[1] trumpvirus

Top Hashtags in Tweet in G9:
[326] wearamask
[32] covid19
[16] healthcareheroes
[10] stayhome
[8] getusppe
[8] coronavirus
[7] staysafe
[6] spokane
[6] coronaviruspandemic
[5] drrickbright

Top Hashtags in Tweet in G10:
[226] wearamask
[21] ga
[4] wearadamnmask
[3] covid19
[2] stayhome
[2] covid__19
[2] flipgeorgiasenateblue
[2] staysafestaystrong
[2] practicesocialdistance
[2] covidsucks

Top Words
Top Words in Tweet in Entire Graph:
[18863] #wearamask
[4459] #covid19
[2866] mask
[2397] क
[2165] #stayhome
[2006] covid
[1970] please
[1742] stay
[1500] over
[1494] people

Top Words in Tweet in G1:
[3615] #wearamask
[592] #covid19
[494] mask
[486] #stayhome
[334] people
[307] please
[297] covid
[272] #washyourhands
[257] wear
[192] stay

Top Words in Tweet in G2:
[1507] #wearamask
[328] mask
[273] #covid19
[232] wearing
[226] patriotic
[220] people
[211] economy
[211] pass
[210] revive
[180] #stayhome

Top Words in Tweet in G3:
[1003] #wearamask
[934] stay
[782] over
[598] #covid19
[492] others
[486] wash
[484] hands
[468] home
[419] cases
[404] part

Top Words in Tweet in G4:
[781] #wearamask
[389] #staysafe
[264] mask
[259] wearing
[256] patriotic
[256] revive
[256] economy
[256] pass
[197] week
[192] friends

Top Words in Tweet in G5:
[553] #wearamask
[285] #covid19
[194] covid
[186] please
[175] physical
[171] distancing
[166] tools
[166] fight
[166] #handhygiene
[166] ventilation

Top Words in Tweet in G6:
[607] #wearamask
[417] #africamaskweek
[356] #covid19
[231] mask
[206] pandemicaction
[202] wearing
[161] africacdc
[134] protect
[128] help
[107] spread

Top Words in Tweet in G7:
[870] #wearamask
[614] #covid19
[546] died
[543] #healthcareheroes
[283] #getusppe
[232] hospital
[208] 2000
[196] covid
[186] puerto
[186] rico

Top Words in Tweet in G8:
[493] love
[321] #wearamask
[257] please
[253] derenicbyrd
[250] #covid19
[247] #wearadamnmask
[246] sending
[245] send
[245] military
[245] veteran

Top Words in Tweet in G9:
[326] #wearamask
[284] died
[273] covid
[268] everyone
[268] years
[265] today
[265] man
[264] uncle
[264] joy
[264] knew

Top Words in Tweet in G10:
[226] #wearamask
[113] dad
[92] always
[89] love
[88] go
[88] lived
[88] wonderful
[88] know
[87] things
[87] way

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1083] #wearamask,#stayhome
[982] wearing,mask
[751] #wearamask,#washyourhands
[742] wear,mask
[636] wash,hands
[628] #stayhome,#wearamask
[612] covid,19
[609] stay,home
[604] died,#covid19
[563] #covid19,#wearamask

Top Word Pairs in Tweet in G1:
[192] #wearamask,#stayhome
[175] wear,mask
[159] #stayhome,#wearamask
[134] #wearamask,#washyourhands
[132] #covid19,#wearamask
[88] wearing,mask
[86] covid,19
[81] please,#wearamask
[74] stay,home
[67] stay,safe

Top Word Pairs in Tweet in G2:
[222] wearing,mask
[210] mask,patriotic
[210] patriotic,revive
[210] revive,economy
[210] economy,pass
[210] pass,#wearamask
[108] #wearamask,#stayhome
[55] wear,mask
[53] #covid19,#wearamask
[48] white,house

Top Word Pairs in Tweet in G3:
[484] wash,hands
[395] part,#wearamask
[394] #wearamask,over
[394] over,mouth
[394] mouth,nose
[393] nose,stay
[393] others,wash
[391] stay,home
[390] #covid19,cases
[390] hands,stay

Top Word Pairs in Tweet in G4:
[257] wearing,mask
[256] mask,patriotic
[256] patriotic,revive
[256] revive,economy
[256] economy,pass
[256] pass,#wearamask
[203] #staysafe,#wearamask
[177] week,#staysafe
[127] wishing,everyone
[123] dear,friends

Top Word Pairs in Tweet in G5:
[171] physical,distancing
[166] tools,fight
[166] fight,#covid19
[166] #covid19,physical
[166] distancing,#wearamask
[166] #wearamask,#handhygiene
[166] #handhygiene,ventilation
[166] ventilation,accurate
[166] accurate,information
[166] superhero,#inthistogether

Top Word Pairs in Tweet in G6:
[120] wearing,mask
[84] #wearamask,#africamaskweek
[76] help,stop
[72] africacdc,auyouthenvoy_
[67] spread,#covid19
[66] #africamaskweek,#wearamask
[62] auyouthenvoy_,resolvetsl
[61] part,help
[60] mask,wearing
[57] each,part

Top Word Pairs in Tweet in G7:
[537] died,#covid19
[315] #healthcareheroes,#wearamask
[196] #healthcareheroes,#getusppe
[196] #getusppe,#wearamask
[186] puerto,rico
[184] rico,died
[165] #covid19,11
[124] #wearamask,#stayhome
[112] #covid19,10
[104] over,2000

Top Word Pairs in Tweet in G8:
[246] #wearamask,#wearadamnmask
[245] please,send
[245] send,love
[245] love,military
[245] military,veteran
[245] veteran,fighting
[245] fighting,#covid19
[245] #covid19,dawsons
[245] dawsons,sending
[245] sending,love

Top Word Pairs in Tweet in G9:
[265] covid,today
[264] uncle,died
[264] died,covid
[264] today,man
[264] man,joy
[264] joy,everyone
[264] everyone,knew
[264] knew,waiting
[264] waiting,til
[264] til,next

Top Word Pairs in Tweet in G10:
[86] pleaded,go
[86] go,always
[86] always,things
[86] things,way
[86] way,dad
[86] dad,lived
[86] lived,wonderful
[86] wonderful,know
[86] know,regrets
[86] regrets,love

Top Replied-To
Top Replied-To in Entire Graph:
@kathryniveyy
@joncoopertweets
@hinapatelrx
@realdonaldtrump
@drericding
@charliekirk11
@lindyli
@whitehouse
@drbiden
@marceelias

Top Replied-To in G1:
@hcmhcares

Top Replied-To in G2:
@joncoopertweets
@realdonaldtrump
@charliekirk11
@whitehouse
@lindyli
@joebiden
@flotus
@ivankatrump
@kamalaharris

Top Replied-To in G3:
@drericding
@senkamalaharris
@alyssa_milano
@coloradocatie
@govrondesantis
@jbm32753
@silverface_
@kndsmom1
@mmpadellan
@fredpiccolojr

Top Replied-To in G4:
@robertcooper58

Top Replied-To in G5:
@doctorsoumya
@cmoh_alberta
@mini_bubbly
@lynn_cats
@syedalizia1992
@melaneelthomas
@pancholi_rakhi
@mommehk
@katrinjak
@gregabbott_tx

Top Replied-To in G6:
@dianashibamd
@lillianna277
@hollyby
@lmtsue
@nursekelsey
@celliottability
@whokenya
@auyouthenvoy_
@lalavirtanen18
@laurie_garrett

Top Replied-To in G7:
@meganranney
@samkarlin
@ladyvictoriabee
@transition46
@timalberta
@jasonadamfrien4
@maryltrump
@copter_chief
@richard66629722
@joycehutchens3

Top Replied-To in G8:
@derenicbyrd
@sethabramson
@pattyarquette
@stevebu66711866
@shereedre10
@cjbowden1
@fingurlecg
@colterp_photo
@stltoday
@franktheshank88

Top Replied-To in G9:
@facesofcovid
@llkooldre50

Top Replied-To in G10:
@hinapatelrx
@mrs_hawaii
@bmcarthur17
@bethelove6
@lanceusa70
@rogtilford
@heidilwilson3
@sam_vinograd

Top Mentioned
Top Mentioned in Entire Graph:
@derenicbyrd
@delhipolice
@cpdelhi
@pandemicaction
@who
@cdcgov
@africacdc
@auyouthenvoy_
@realdonaldtrump
@pmoindia

Top Mentioned in G1:
@zubytales
@showworldli
@sfstatelca
@the_real_pamela
@findnflip
@vumc_oap

Top Mentioned in G2:
@realdonaldtrump
@joebiden
@youtube
@kamalaharris
@reverendwarnock
@whitehouse
@ossoff
@angie_keathly
@gop
@nygovcuomo

Top Mentioned in G3:
@cdcgov
@govrondesantis
@arriadna
@drericding
@drsamira_asma
@davidnabarro
@kiranshaw
@adarpoonawalla
@helenclarknz
@olarosling

Top Mentioned in G4:
@derenicbyrd
@efranz2
@ally2indiefilm
@mariadrawss
@cdcgov
@wordswithsteph

Top Mentioned in G5:
@who
@drtedros
@rosemarycnn
@cnni
@jkenney
@gregabbott_tx
@derenicbyrd
@popsci
@regsprecher
@cmoh_alberta

Top Mentioned in G6:
@pandemicaction
@africacdc
@auyouthenvoy_
@resolvetsl
@moh_kenya
@amref_kenya
@zpaglobal
@euinkenya
@action_tweets
@mohcczim

Top Mentioned in G7:
@futuredocs
@transition46
@impact4hc
@meganranney
@surgeon_general
@jeromeadamsmd
@linseymarr
@kanlungan2
@sherridouville
@emilymichelel

Top Mentioned in G8:
@derenicbyrd
@gotmtv
@scientificrealm
@realdonaldtrump
@aworldoutofmind
@yeshua_pro_vida
@repsusielee
@crg_crm
@redgismo1
@bls1022

Top Mentioned in G9:
@facesofcovid
@abc7ny
@expobear1
@brianberlin4
@princessbravato

Top Mentioned in G10:
@peatches66
@jolia_pati
@chocoharveymilk
@troykeasling
@dearauntcrabby
@owlsi1
@katibug817
@wisdom_native
@blisssixmonths
@viscountsean

Top Tweeters
Top Tweeters in Entire Graph:
@americanair
@matthewtwihard
@sectest9
@dichristine
@johnroseputnam
@dynamocooligan
@cyberanonymous
@bridgittelesley
@edinburghwatch
@federicoalves

Top Tweeters in G1:
@cyberanonymous
@evankirstel
@unlewis
@iveyjanette_207
@hindustanse
@luminiux
@njdoc
@marytheluckyone
@arhystay
@dc4hope

Top Tweeters in G2:
@southwestair
@jamestoupin
@betterw05759703
@awelab1956
@businessinsider
@laydenrobinson
@amyayers16
@solusnan1
@morgfair
@tigerbeat

Top Tweeters in G3:
@femtech_
@padakitty
@mog7546
@zeeshan_shah_dc
@sueleugers
@geegeebythesea
@reneevoicebrand
@wadakashiho
@rebellegrrl
@arriadna

Top Tweeters in G4:
@mako671178
@ejlazar
@andreiandrei63
@mhall55nine
@jbboats
@bellalilli16
@79topper
@whiteteddybear5
@goyotocho64
@195501

Top Tweeters in G5:
@gerwaldisaac
@hijcp
@betseybess
@artis_elemental
@magarya
@lkjtexas
@rosiem1919
@janesepmeier
@dvanhook822
@khou

Top Tweeters in G6:
@viralvideovlogs
@dementedbonxie
@lakergrrrl
@263chat
@bot_corona_v
@justkholii__
@monitor_ph
@jboyded
@zimbabweupdate
@djtrehustle

Top Tweeters in G7:
@manmet80
@jcmarbury
@amazingchevvolt
@570karen
@carriesweet2017
@kimpy123
@evcoc54
@mijomojo1
@covfefetwaffle
@cindyceemerson

Top Tweeters in G8:
@cagney1991
@cindy_52s
@elknight20
@enrico056
@rrnunez
@amadii
@aworldoutofmind
@teckiegirl
@iamjoetrudeau
@tdzwilewski

Top Tweeters in G9:
@dichristine
@onahunttoday
@politicalbee
@vedehimajumdar
@princessbravato
@glitchtvbot
@only4rm
@noybsk2017
@freeandclear1
@godandthebear

Top Tweeters in G10:
@thepoliticalcat
@darlene_edw
@tempkt
@cryborg
@herbsistah
@cabird6
@rarelikemagic
@netbacker
@sharonsharonh10
@mandari25733571