#FlattenTheCurve, Twitter, 3/24/2021 11:42:49 AM, 251145


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#FlattenTheCurve_2021-03-24_01-25-41.xlsx
#FlattenTheCurve_2021-03-24_01-25-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 24, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3tN95OY
@albertoemachado
@salmansabir92
@ringelkaro
@peter_simone
@docjosiahboone
@gebirgsziege
@anncathrin87
@amref_kenya
@mertinsk
@felicea

Top hashtags:
#flattenthecurve
#wearamask
#covid19
#berailsmart
#leralla

Description:
Description
The graph represents a network of 2,094 Twitter users whose tweets in the requested range contained "#FlattenTheCurve", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 24 March 2021 at 08:28 UTC.

The requested start date was Tuesday, 23 March 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 13-day, 23-hour, 52-minute period from Tuesday, 09 March 2021 at 00:07 UTC to Tuesday, 23 March 2021 at 00:00 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 : 2094
Unique Edges : 1173
Edges With Duplicates : 3417
Total Edges : 4590
Number of Edge Types : 5
Retweet : 1093
MentionsInRetweet : 1334
Tweet : 1424
Mentions : 539
Replies to : 200
Self-Loops : 1451
Reciprocated Vertex Pair Ratio : 0.0177752293577982
Reciprocated Edge Ratio : 0.0349295774647887
Connected Components : 616
Single-Vertex Connected Components : 301
Maximum Vertices in a Connected Component : 429
Maximum Edges in a Connected Component : 1001
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.928895
Graph Density : 0.000404997601957861
Modularity : 0.425326
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 2,094 Twitter users whose tweets in the requested range contained "#FlattenTheCurve", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 24 March 2021 at 08:28 UTC.

The requested start date was Tuesday, 23 March 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 13-day, 23-hour, 52-minute period from Tuesday, 09 March 2021 at 00:07 UTC to Tuesday, 23 March 2021 at 00:00 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 : #FlattenTheCurve
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:
[15] https://spiegel.de/
[10] https://www.instagram.com/accounts/login/
[9] https://thermogate.net/
[9] https://www.twitch.tv/nezuryu
[6] https://robert-hans.pixels.com/
[5] https://www.youtube.com/watch?v=7PUQty3jnnw&feature=youtu.be

[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250790
[4] https://twitter.com/olafgersemann/status/1370664175303864320
[4] https://www.coviz.org/e2b/2021-03-09/
[4] https://www.radioafm.nl/

Top URLs in Tweet in G1:
[6] https://www.instagram.com/accounts/login/
[6] https://robert-hans.pixels.com/
[3] https://www.rbdresearchlab.com/
[3] https://flooringdirecttexas.com/at-flooring-direct-were-taking-the-coronavirus-covid-19-pandemic-seriously/
[3] https://www.mercerbradley.com/accounting-finance-jobs/working-with-mercer-bradley/
[2] https://www.590mobile.com.gh/?ad_source=un4
[2] https://www.amazon.com/dp/B08XV5N8B3/ref=cm_sw_r_tw_dp_P1422SMTDQDJ0X42GNGG
[2] http://www.bccancer.bc.ca/covid19
[2] https://www.themileageclub.com/
[2] https://www.sellmymiles.com/

Top URLs in Tweet in G3:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250790
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250518
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250651
[1] https://twitter.com/WDRaktuell/status/1371072879815757824
[1] https://twitter.com/risklayer/status/1370450505680490500
[1] https://twitter.com/tagesspiegel/status/1370746058175823883
[1] https://www.saarbruecker-zeitung.de/nachrichten/politik/inland/corona-zahlen-steigen-intensivaerzte-fordern-rueckkehr-in-lockdown_aid-56804227?utm_source=twitter&utm_medium=referral&utm_campaign=share
[1] https://twitter.com/risklayer/status/1374105376975650824?s=20
[1] https://twitter.com/Karl_Lauterbach/status/1373983801592922120
[1] https://twitter.com/risklayer/status/1373385631041269760

Top URLs in Tweet in G4:
[1] https://www.linkedin.com/slink?code=gyaWkcR
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-00269-0

Top URLs in Tweet in G5:
[1] https://www.youtube.com/watch?v=KL9qp0FNEzU&feature=youtu.be

[1] https://twitter.com/halfrooftop/status/1371860903503757314
[1] https://twitter.com/elonbachman/status/1250098274998063106

Top URLs in Tweet in G7:
[3] https://twitter.com/olafgersemann/status/1370664175303864320

Top URLs in Tweet in G8:
[1] https://twitter.com/GovMurphy/status/1250189543569068032

Top URLs in Tweet in G9:
[1] https://twitter.com/Amref_Kenya/status/1372071854203080705
[1] https://twitter.com/ItsMundulel/status/1372061879628132353
[1] https://twitter.com/Amref_Kenya/status/1372422787613257728

Top URLs in Tweet in G10:
[3] https://twitter.com/Coronahotspot/status/1372298966856040448
[1] https://twitter.com/HerrLuehmann/status/1373642546585423873

Top Domains
Top Domains in Tweet in Entire Graph:
[163] twitter.com
[28] coviz.org
[21] swarmapp.com
[17] blogspot.com
[17] spiegel.de
[16] google.com
[15] youtube.com
[13] instagram.com
[11] nodexlgraphgallery.org
[10] scitechdaily.com

Top Domains in Tweet in G1:
[68] twitter.com
[21] swarmapp.com
[10] scitechdaily.com
[7] pursuite.com
[6] instagram.com
[6] linkedin.com
[6] pixels.com
[5] facebook.com
[4] mercerbradley.com
[3] rbdresearchlab.com

Top Domains in Tweet in G3:
[11] nodexlgraphgallery.org
[9] twitter.com
[1] saarbruecker-zeitung.de
[1] theguardian.com

Top Domains in Tweet in G4:
[1] linkedin.com
[1] nature.com

Top Domains in Tweet in G5:
[2] twitter.com
[1] youtube.com

Top Domains in Tweet in G7:
[3] twitter.com

Top Domains in Tweet in G8:
[1] twitter.com

Top Domains in Tweet in G9:
[3] twitter.com

Top Domains in Tweet in G10:
[4] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2251] flattenthecurve
[443] wearamask
[349] covid19
[186] berailsmart
[142] leralla
[118] coronavirus
[118] pienaarspoort
[117] stayhome
[108] socialdistancing
[107] saulsville



Top Hashtags in Tweet in G1:
[448] flattenthecurve
[131] covid19
[39] washyourhands
[35] coronavirus
[32] stayathome
[30] socialdistancing
[30] covid_19
[26] staysafe
[24] sarscov2
[24] physicaldistancing

Top Hashtags in Tweet in G2:
[1] getvaccinated
[1] besmart
[1] covid19vaccination
[1] flattenthecurve

Top Hashtags in Tweet in G3:
[104] flattenthecurve
[49] zerocovid
[7] covid19
[6] sciencematters
[6] wearamask
[5] b1351
[5] coronavirus
[4] nodexl
[4] socialdistancing
[3] durchseuchung

Top Hashtags in Tweet in G4:
[2] flattenthecurve
[2] rri
[1] terminationpayments
[1] researchinstitutions
[1] ukuniversities
[1] reimagineresearch
[1] scipol
[1] uuk
[1] researchculture
[1] journorequest

Top Hashtags in Tweet in G5:
[82] flattenthecurve
[1] neverforget
[1] resist
[1] takethevaccine

Top Hashtags in Tweet in G6:
[46] maskupmiami
[46] flattenthecurve
[46] ourcounty
[42] wecanwewill
[4] noukapabnaprive

Top Hashtags in Tweet in G7:
[40] flattenthecurve
[30] lockdown
[1] nocovid
[1] schulenundkitaszu
[1] coronahh

Top Hashtags in Tweet in G8:
[9] flattenthecurve
[1] beachparty2021
[1] desantis
[1] springbreak
[1] ccpvirus
[1] newsflash
[1] opennj
[1] endthelockdown
[1] scamdemic

Top Hashtags in Tweet in G9:
[32] covid19
[12] flattenthecurve
[6] amrefcovid19responseke
[4] covidー19
[4] covid_19
[2] coronavirus
[2] furahifriday
[2] facemask
[2] amrefcovid19response
[1] covid19vaccines

Top Hashtags in Tweet in G10:
[32] coronarrative
[30] mindset
[26] wirvsvirus
[25] coromunity
[19] flattenthecurve
[13] affirmation
[10] follower
[10] twitter
[8] affirmations
[8] motto

Top Words
Top Words in Tweet in Entire Graph:
[2251] #flattenthecurve
[827] station
[622] train
[453] please
[443] #wearamask
[349] #covid19
[294] die
[254] stopping
[210] pretoria
[200] next

Top Words in Tweet in G1:
[448] #flattenthecurve
[131] #covid19
[39] #washyourhands
[38] year
[37] curve
[35] #coronavirus
[32] weeks
[32] #stayathome
[30] #socialdistancing
[30] #covid_19

Top Words in Tweet in G2:
[399] please
[133] vaccination
[133] 60
[133] above
[133] started
[133] smart
[133] twisted
[133] conspiracy
[132] salmansabir92

Top Words in Tweet in G3:
[104] #flattenthecurve
[76] die
[51] docjosiahboone
[49] #zerocovid
[40] monatelang
[40] wollten
[40] weit
[40] froh
[40] märz
[39] 20

Top Words in Tweet in G4:
[6] reneebleau
[6] dbetteracademia
[6] suzanne_garrett
[6] braincures
[5] morimahmoudi
[5] marikasboros
[4] do_kinder
[4] dgurdasani1
[4] evidencebase_im
[3] truthsayerodet1

Top Words in Tweet in G5:
[82] #flattenthecurve
[78] happy
[78] anniversary
[60] 15
[60] days
[59] hospitals
[59] overwhelmed
[58] guys
[58] need
[57] kylamb8

Top Words in Tweet in G6:
[46] #maskupmiami
[46] #flattenthecurve
[46] #ourcounty
[43] miamidadecounty
[42] #wecanwewill
[31] remember
[11] recuerda
[4] sonje
[4] byen
[4] #noukapabnaprive

Top Words in Tweet in G7:
[40] #flattenthecurve
[31] 3x
[31] versuchen
[30] durftet
[30] #lockdown
[30] light
[30] dingsbums
[30] ausgiebigst
[30] brav
[29] ringelkaro

Top Words in Tweet in G8:
[37] year
[36] flatten
[20] jersey
[18] one
[18] curve
[18] later
[18] businesses
[18] suffered
[18] look
[17] raidenhayden

Top Words in Tweet in G9:
[35] spread
[32] #covid19
[25] amref_kenya
[22] help
[15] impacts
[15] caused
[15] evident
[15] borders
[15] warned
[15] cautious

Top Words in Tweet in G10:
[54] coronarrative
[32] #coronarrative
[30] #mindset
[26] #wirvsvirus
[25] #coromunity
[19] #flattenthecurve
[18] letzten
[15] ewingo13
[13] immer
[13] #affirmation

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[268] please,please
[250] stopping,station
[246] #wearamask,#flattenthecurve
[191] next,stopping
[154] station,#flattenthecurve
[140] #leralla,train
[134] vaccination,60
[134] 60,above
[134] above,started
[134] started,please

Top Word Pairs in Tweet in G1:
[54] #covid19,#flattenthecurve
[18] flatten,curve
[16] #flattenthecurve,#covid_19
[16] #pandemic,#flattenthecurve
[15] #stayathome,#flattenthecurve
[15] #socialdistancing,#washyourhands
[15] #flattenthecurve,#stayathome
[14] two,weeks
[14] #sarscov2,#suriname
[14] #suriname,#communityspreading

Top Word Pairs in Tweet in G2:
[266] please,please
[133] vaccination,60
[133] 60,above
[133] above,started
[133] started,please
[133] please,smart
[133] smart,twisted
[133] twisted,conspiracy
[132] salmansabir92,vaccination

Top Word Pairs in Tweet in G3:
[40] monatelang,wollten
[40] wollten,#zerocovid
[40] #zerocovid,weit
[40] weit,#flattenthecurve
[40] #flattenthecurve,froh
[40] froh,märz
[39] docjosiahboone,monatelang
[39] märz,20
[24] wisst,letztes
[24] letztes,jahr

Top Word Pairs in Tweet in G4:
[5] braincures,marikasboros
[4] dgurdasani1,dbetteracademia
[4] dbetteracademia,morimahmoudi
[4] morimahmoudi,reneebleau
[4] reneebleau,suzanne_garrett
[4] suzanne_garrett,evidencebase_im
[4] evidencebase_im,braincures
[3] do_kinder,dgurdasani1
[3] marikasboros,proftim
[2] brenmccarthy13,truthsayerodet1

Top Word Pairs in Tweet in G5:
[60] 15,days
[59] happy,anniversary
[59] #flattenthecurve,hospitals
[59] hospitals,overwhelmed
[58] anniversary,15
[58] days,guys
[58] guys,need
[58] need,#flattenthecurve
[57] kylamb8,happy
[19] happy,one

Top Word Pairs in Tweet in G6:
[46] #flattenthecurve,#ourcounty
[42] #maskupmiami,#wecanwewill
[42] #wecanwewill,#flattenthecurve
[31] remember,#maskupmiami
[30] miamidadecounty,remember
[11] recuerda,#maskupmiami
[10] miamidadecounty,recuerda
[4] sonje,byen
[4] byen,#maskupmiami
[4] #maskupmiami,#noukapabnaprive

Top Word Pairs in Tweet in G7:
[30] durftet,#flattenthecurve
[30] #flattenthecurve,#lockdown
[30] #lockdown,light
[30] light,dingsbums
[30] dingsbums,3x
[30] 3x,ausgiebigst
[30] ausgiebigst,versuchen
[30] versuchen,brav
[29] ringelkaro,durftet
[29] brav,mitgemach

Top Word Pairs in Tweet in G8:
[18] one,year
[18] year,flatten
[18] flatten,curve
[18] curve,jersey
[18] jersey,year
[18] year,later
[18] later,flatten
[18] flatten,businesses
[18] businesses,suffered
[18] suffered,look

Top Word Pairs in Tweet in G9:
[15] impacts,caused
[15] caused,#covid19
[15] #covid19,evident
[15] evident,borders
[15] borders,warned
[15] warned,cautious
[15] cautious,help
[15] help,lower
[15] lower,spread
[15] spread,virus

Top Word Pairs in Tweet in G10:
[23] #coronarrative,#coromunity
[16] #coromunity,#mindset
[12] kommt,immer
[12] immer,sicht
[12] sicht,dinge
[12] dinge,#coronarrative
[12] #mindset,#affirmation
[12] #affirmation,#wirvsvirus
[11] coronarrative,kommt
[11] #wirvsvirus,#flattenthe

Top Replied-To
Top Replied-To in Entire Graph:
@govevers
@brand_sa
@markus_soeder
@olafgersemann
@cdcgov
@mdraktuell
@drwetti
@karl_lauterbach
@rtenews
@repthomasmassie

Top Replied-To in G3:
@josefineb7
@susanne_ruecker
@lwiehler
@melonewq
@rosenbusch_
@hn_112_

Top Replied-To in G4:
@dgurdasani1

Top Replied-To in G5:
@little_wrong
@matthew94091812

Top Replied-To in G7:
@mmittermeier

Top Replied-To in G8:
@govmurphy
@mz_lady_m
@drericding
@claudiaraesherm
@breaking911

Top Mentioned
Top Mentioned in Entire Graph:
@salmansabir92
@kylamb8
@docjosiahboone
@coronarrative
@miamidadecounty
@gebirgsziege
@ringelkaro
@anncathrin87
@peter_simone
@mygovnagaland

Top Mentioned in G1:
@wqbelle
@thatduanepol
@lalytatweets
@standrewsrccdsb
@thebullyexposed
@mattliketurtles
@flooringdirectx
@alvarezmark
@xrhythmofmylife

Top Mentioned in G2:
@salmansabir92

Top Mentioned in G3:
@docjosiahboone
@gebirgsziege
@peter_simone
@albertoemachado
@felicea
@moh_kenya
@dafeid
@narimoldi
@yednetworkke
@velofisch

Top Mentioned in G4:
@reneebleau
@dbetteracademia
@suzanne_garrett
@braincures
@morimahmoudi
@marikasboros
@do_kinder
@evidencebase_im
@truthsayerodet1
@proftimnoakes

Top Mentioned in G5:
@kylamb8
@lalasugarloaf
@zigmanfreud
@naomirwolf
@martinkulldorff

Top Mentioned in G6:
@miamidadecounty

Top Mentioned in G7:
@ringelkaro
@mmittermeier
@peter_simone

Top Mentioned in G8:
@raidenhayden
@drericding
@govmurphy
@spockresists
@billspadea
@realjuliasong
@alexberenson

Top Mentioned in G9:
@amref_kenya
@ndiranguwanjuki
@amref_worldwide
@moh_kenya
@njapitmwaana
@yednetworkke
@youthub_ke
@youthactke
@israel_adam_
@mumo_____

Top Mentioned in G10:
@coronarrative
@ewingo13
@noldenkatharina
@mandarine0711
@zwingy_de
@nold
@seytanvizions
@hrst
@hrstema
@kolseb

Top Tweeters
Top Tweeters in Entire Graph:
@bella623
@southwestair
@andreasandy3131
@abscbnnews
@diapermakeovers
@viralvideovlogs
@globeandmail
@maegan_laporte
@shigerukamioka
@bernieupstateny

Top Tweeters in G1:
@turekandrew
@hade038
@micodelrosario
@pudgenet
@suzym1980
@sweet_tooth19
@richkelsey
@thatduanepol
@fabcojim
@artofjason

Top Tweeters in G2:
@umara786
@neopk3
@unitedsfreak
@fasooooooooo
@ali_mohsin5
@sraza381
@aamerinam
@mshafiqicup
@eareeb
@awaixjaved

Top Tweeters in G3:
@euphoriceuler
@aktiondemograph
@halleverkehrt
@felicea
@creation_2011
@donaupiratin
@squadrat
@a_ka_es
@geirrchris
@bendlerblogger

Top Tweeters in G4:
@schneiderleonid
@mbalter
@hrw
@proftimnoakes
@seis_matters
@reddit
@marikasboros
@truthsayerodet1
@un_women
@jeremyfarrar

Top Tweeters in G5:
@dorothymontgom4
@zigmanfreud
@perrybullock
@jhinton_
@naomirwolf
@brociousdwight
@rigmatthew
@staceintexas
@and_kell
@greatestevermd

Top Tweeters in G6:
@conchi_gonzalez
@angierrv
@clubcabeza
@debimossscheler
@martha07357981
@judhcas
@meauxdawn
@pauletta57
@jake_essers
@radricadavis_

Top Tweeters in G7:
@zwitscher_tom
@telesabbie
@angela_3110_
@la_mafaldita
@blocksb1
@shilomaedel
@gernotdreher
@jb_sincera
@claudelemon
@rainer16156985

Top Tweeters in G8:
@gnobreakthrough
@aikens_josh
@dreamdisaster34
@67sanmartin
@billspadea
@claudiaraesherm
@spockresists
@howelldori
@drericding
@tsonon888

Top Tweeters in G9:
@kokwet_ke
@abukaalfred
@amref_worldwide
@moha_made_
@amrefcanada
@njapitmwaana
@imntwiga
@whoafro
@moh_kenya
@charlie_mumo

Top Tweeters in G10:
@allesundnix_
@dankbotretweets
@followerpowerrt
@holgergelhausen
@neoslove
@svensemet
@ewingo13
@hrst
@zwingy_de
@rockyouridea


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