#FlattenTheCurve, Twitter, 3/22/2021 12:36:13 AM, 250962


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#FlattenTheCurve_2021-03-21_01-30-42.xlsx
#FlattenTheCurve_2021-03-21_01-30-42.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 22, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3f0sTub
@albertoemachado
@salmansabir92
@gebirgsziege
@docjosiahboone
@ringelkaro
@maenikno
@anncathrin87
@amref_kenya
@moh_kenya
@dafeid

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

Description:
Description
The graph represents a network of 1,944 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 Sunday, 21 March 2021 at 08:33 UTC.

The requested start date was Sunday, 21 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, 12-hour, 50-minute period from Sunday, 07 March 2021 at 00:10 UTC to Saturday, 20 March 2021 at 13:00 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 : 1944
Unique Edges : 990
Edges With Duplicates : 3308
Total Edges : 4298
Number of Edge Types : 5
Retweet : 1033
MentionsInRetweet : 1193
Tweet : 1399
Mentions : 490
Replies to : 183
Self-Loops : 1423
Reciprocated Vertex Pair Ratio : 0.0159642401021711
Reciprocated Edge Ratio : 0.0314267756128221
Connected Components : 563
Single-Vertex Connected Components : 284
Maximum Vertices in a Connected Component : 418
Maximum Edges in a Connected Component : 918
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.89963
Graph Density : 0.000421212371518313
Modularity : 0.408533
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 1,944 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 Sunday, 21 March 2021 at 08:33 UTC.

The requested start date was Sunday, 21 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, 12-hour, 50-minute period from Sunday, 07 March 2021 at 00:10 UTC to Saturday, 20 March 2021 at 13:00 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:
[16] https://spiegel.de/
[9] https://thermogate.net/
[9] https://www.twitch.tv/nezuryu
[8] https://www.instagram.com/accounts/login/
[5] https://twoheartswellness.com/2021/03/05/what-happened-when-i-got-my-first-covid-vaccine-and-why-im-still-glad-i-got-vaccinated/
[5] https://www.youtube.com/watch?v=7PUQty3jnnw&feature=youtu.be

[5] https://robert-hans.pixels.com/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250790
[4] https://www.coviz.org/e2b/2021-03-09/
[4] https://www.radioafm.nl/

Top URLs in Tweet in G1:
[5] https://www.instagram.com/accounts/login/
[5] 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://ocs.sesb.com.my/
[2] https://www.590mobile.com.gh/?ad_source=un4
[2] https://www.amazon.com/dp/B08XV5N8B3/ref=cm_sw_r_tw_dp_P1422SMTDQDJ0X42GNGG
[2] https://www.peter-writeforme.com/
[2] https://www.sellmymiles.com/

Top URLs in Tweet in G2:
[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://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250339
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250694
[1] https://twitter.com/UEndruscheit/status/1371492402989514756?s=19
[1] https://twitter.com/WDRaktuell/status/1371072879815757824
[1] https://twitter.com/karl_lauterbach/status/1368641386497662976
[1] https://twitter.com/risklayer/status/1370450505680490500
[1] https://twitter.com/tagesspiegel/status/1370746058175823883

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%2Fd41586-020-00269-0
[1] https://www.linkedin.com/slink?code=gyaWkcR

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/SarahLehmann019/status/1372213451288948753
[1] https://twitter.com/ichbinschoener/status/1370893350769950720

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

Top URLs in Tweet in G10:
[1] https://twitter.com/GovMurphy/status/1250189543569068032

Top Domains
Top Domains in Tweet in Entire Graph:
[162] twitter.com
[28] coviz.org
[23] youtube.com
[18] spiegel.de
[17] swarmapp.com
[16] blogspot.com
[12] instagram.com
[10] nodexlgraphgallery.org
[9] scitechdaily.com
[9] facebook.com

Top Domains in Tweet in G1:
[84] twitter.com
[17] swarmapp.com
[6] facebook.com
[5] instagram.com
[5] pixels.com
[5] linkedin.com
[4] mercerbradley.com
[3] rbdresearchlab.com
[3] youtube.com
[3] trendinghomenews.com

Top Domains in Tweet in G2:
[10] nodexlgraphgallery.org
[6] twitter.com
[1] saarbruecker-zeitung.de
[1] theguardian.com

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2233] flattenthecurve
[467] wearamask
[333] covid19
[186] berailsmart
[149] leralla
[124] pienaarspoort
[115] saulsville
[108] coronavirus
[106] vereeniging
[105] stayhome



Top Hashtags in Tweet in G1:
[433] flattenthecurve
[128] covid19
[62] washyourhands
[46] pandemic
[43] socialdistancing
[39] wearamask
[37] staysafe
[32] stayathome
[30] stayhome
[29] staythefhome

Top Hashtags in Tweet in G2:
[155] flattenthecurve
[61] zerocovid
[7] covid19
[5] wearamask
[5] coronavirus
[5] sciencematters
[5] b1351
[4] socialdistancing
[3] nodexl
[3] stayhome

Top Hashtags in Tweet in G3:
[1] getvaccinated
[1] besmart
[1] covid19vaccination
[1] flattenthecurve

Top Hashtags in Tweet in G4:
[2] flattenthecurve
[2] rri
[1] shutdownstem
[1] researchfunding
[1] fundscience
[1] researchgrants
[1] walkthetalk
[1] workplacebullying
[1] science
[1] sdgs

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:
[44] flattenthecurve
[28] lockdown
[5] yestonocovid
[5] wirsindviele
[5] fangteinfachan
[5] keinepräsenzpflicht
[1] nocovid
[1] schulenundkitaszu
[1] coronahh

Top Hashtags in Tweet in G8:
[32] flattenthecurve
[2] corona
[2] drittewelle
[1] lockerungen
[1] lockdown

Top Hashtags in Tweet in G9:
[29] covid19
[7] flattenthecurve
[3] covid_19
[2] amrefcovid19responseke
[2] facemask
[2] amrefcovid19response
[1] covid19vaccines
[1] covid19vaccine
[1] covid19africa

Top Hashtags in Tweet in G10:
[6] flattenthecurve
[1] opennj
[1] endthelockdown
[1] scamdemic

Top Words
Top Words in Tweet in Entire Graph:
[2233] #flattenthecurve
[866] station
[650] train
[467] #wearamask
[452] please
[333] #covid19
[269] die
[263] stopping
[220] pretoria
[205] next

Top Words in Tweet in G1:
[433] #flattenthecurve
[128] #covid19
[62] #washyourhands
[46] #pandemic
[46] year
[43] #socialdistancing
[39] #wearamask
[37] #staysafe
[35] weeks
[34] curve

Top Words in Tweet in G2:
[155] #flattenthecurve
[111] die
[83] gebirgsziege
[75] war
[72] jahr
[72] zeit
[71] wisst
[71] letztes
[71] gemeinsames
[71] ziel

Top Words in Tweet in G3:
[399] please
[133] vaccination
[133] 60
[133] above
[133] started
[133] smart
[133] twisted
[133] conspiracy
[132] salmansabir92

Top Words in Tweet in G4:
[5] reneebleau
[5] dbetteracademia
[5] suzanne_garrett
[5] braincures
[4] marikasboros
[4] morimahmoudi
[3] do_kinder
[3] truthsayerodet1
[3] proftimnoakes
[3] wellcometrust

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:
[44] #flattenthecurve
[29] 3x
[29] versuchen
[28] durftet
[28] #lockdown
[28] light
[28] dingsbums
[28] ausgiebigst
[28] brav
[27] ringelkaro

Top Words in Tweet in G8:
[32] #flattenthecurve
[29] anncathrin87
[2] #corona
[2] #drittewelle

Top Words in Tweet in G9:
[31] spread
[29] #covid19
[23] amref_kenya
[17] help
[14] impacts
[14] caused
[14] evident
[14] borders
[14] warned
[14] cautious

Top Words in Tweet in G10:
[25] year
[24] flatten
[14] jersey
[12] one
[12] curve
[12] later
[12] businesses
[12] suffered
[12] look
[11] raidenhayden

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[268] please,please
[261] #wearamask,#flattenthecurve
[259] stopping,station
[196] next,stopping
[159] station,#flattenthecurve
[147] #leralla,train
[136] #flattenthecurve,#wearamask
[134] vaccination,60
[134] 60,above
[134] above,started

Top Word Pairs in Tweet in G1:
[51] #covid19,#flattenthecurve
[37] #washyourhands,#pandemic
[27] #wearamask,#socialdistancing
[26] #flattenthecurve,#covid_19
[26] #pandemic,#flattenthecurve
[25] #socialdistancing,#washyourhands
[24] #sarscov2,#suriname
[24] #suriname,#communityspreading
[24] #communityspreading,#global
[24] #global,#maketheworldfreeofcovid19

Top Word Pairs in Tweet in G2:
[72] die,zeit
[71] wisst,letztes
[71] letztes,jahr
[71] jahr,die
[71] zeit,#flattenthecurve
[71] #flattenthecurve,war
[71] war,gemeinsames
[71] gemeinsames,ziel
[71] ziel,aktuell
[71] aktuell,dringend

Top Word Pairs in Tweet in G3:
[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 G4:
[4] braincures,marikasboros
[3] dgurdasani1,dbetteracademia
[3] dbetteracademia,morimahmoudi
[3] morimahmoudi,reneebleau
[3] reneebleau,suzanne_garrett
[3] suzanne_garrett,evidencebase_im
[3] evidencebase_im,braincures
[2] brenmccarthy13,truthsayerodet1
[2] truthsayerodet1,proftimnoakes
[2] proftimnoakes,criminotweet

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:
[28] durftet,#flattenthecurve
[28] #flattenthecurve,#lockdown
[28] #lockdown,light
[28] light,dingsbums
[28] dingsbums,3x
[28] 3x,ausgiebigst
[28] ausgiebigst,versuchen
[28] versuchen,brav
[27] ringelkaro,durftet
[27] brav,mitgemach

Top Word Pairs in Tweet in G8:
[29] anncathrin87,#flattenthecurve

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

Top Word Pairs in Tweet in G10:
[12] one,year
[12] year,flatten
[12] flatten,curve
[12] curve,jersey
[12] jersey,year
[12] year,later
[12] later,flatten
[12] flatten,businesses
[12] businesses,suffered
[12] suffered,look

Top Replied-To
Top Replied-To in Entire Graph:
@govevers
@karl_lauterbach
@markus_soeder
@drwetti
@rtenews
@cdcgov
@panthea2019
@repthomasmassie
@ottawahealth
@govmurphy

Top Replied-To in G2:
@susanne_ruecker
@melonewq
@rosenbusch_
@risklayer
@the_solartube
@gebirgsziege
@wunder2welt

Top Replied-To in G4:
@dgurdasani1

Top Replied-To in G5:
@little_wrong
@matthew94091812

Top Replied-To in G7:
@mmittermeier

Top Replied-To in G10:
@govmurphy
@breaking911

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

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

Top Mentioned in G2:
@gebirgsziege
@docjosiahboone
@peter_simone
@albertoemachado
@felicea
@moh_kenya
@narimoldi
@yednetworkke
@velofisch
@dafeid

Top Mentioned in G3:
@salmansabir92

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

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

Top Mentioned in G6:
@miamidadecounty

Top Mentioned in G7:
@ringelkaro
@mmittermeier
@kippelsnicole
@gebirgsziege

Top Mentioned in G8:
@anncathrin87

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

Top Mentioned in G10:
@raidenhayden
@drericding
@govmurphy
@billspadea
@realjuliasong
@alexberenson

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

Top Tweeters in G1:
@bendlerblogger
@imjababy
@turekandrew
@anewhomestar
@micodelrosario
@pudgenet
@sweet_tooth19
@richkelsey
@thatduanepol
@fabcojim

Top Tweeters in G2:
@euphoriceuler
@halleverkehrt
@landaudaniel
@catinchief
@felicea
@creation_2011
@donaupiratin
@squadrat
@a_ka_es
@def_izit

Top Tweeters in G3:
@umara786
@neopk3
@unitedsfreak
@fasooooooooo
@ali_mohsin5
@sraza381
@aamerinam
@mshafiqicup
@eareeb
@awaixjaved

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
@kippelsnicole
@greensaxo
@jb_sincera

Top Tweeters in G8:
@nico_amiri
@akoneira
@anncathrin87
@zwierlein
@ulrikeheiss
@robertb_fishman
@achimkansy
@franzomator
@qwasi
@marineschwimmer

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

Top Tweeters in G10:
@aikens_josh
@dreamdisaster34
@67sanmartin
@billspadea
@howelldori
@tsonon888
@drericding
@lstorey94_lisa
@m_jopink
@alexberenson


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