#FlattenTheCurve, Twitter, 2/14/2021 10:29:32 AM, 248712


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#FlattenTheCurve_2021-02-14_01-00-01.xlsx
#FlattenTheCurve_2021-02-14_01-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 14, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/2LRS85K
@albertoemachado
@yednetworkke
@frankfurtzack
@narimoldi
@thomas_boehnke
@gretathunberg
@whitehouse
@cocacola
@elijahmckenzee
@cupw

Top hashtags:
#flattenthecurve
#covid19
#wearamask
#climatestrikeonline
#stayhome

Description:
Description
The graph represents a network of 2,189 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, 14 February 2021 at 09:03 UTC.

The requested start date was Sunday, 14 February 2021 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 12-day, 12-hour, 8-minute period from Sunday, 31 January 2021 at 01:36 UTC to Friday, 12 February 2021 at 13:45 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 : 2189
Unique Edges : 1322
Edges With Duplicates : 3787
Total Edges : 5109
Number of Edge Types : 5
Retweet : 1316
MentionsInRetweet : 1762
Replies to : 181
Tweet : 1090
Mentions : 760
Self-Loops : 1143
Reciprocated Vertex Pair Ratio : 0.0133088572739789
Reciprocated Edge Ratio : 0.026268115942029
Connected Components : 526
Single-Vertex Connected Components : 240
Maximum Vertices in a Connected Component : 750
Maximum Edges in a Connected Component : 2328
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.62417
Graph Density : 0.000461005375890588
Modularity : 0.453435
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 2,189 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, 14 February 2021 at 09:03 UTC.

The requested start date was Sunday, 14 February 2021 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 12-day, 12-hour, 8-minute period from Sunday, 31 January 2021 at 01:36 UTC to Friday, 12 February 2021 at 13:45 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:
[24] https://ocs.sesb.com.my/
[19] https://dt51.net/c/?si=15259&li=1662683&wi=204627&ws=
[13] https://www.analyticsinsight.net/concept-heart-failure-machine-learning/?utm_content=buffer5825d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[10] https://www.instagram.com/accounts/login/
[9] https://www.pippip.de/
[5] https://www.twitch.tv/nezuryu
[4] https://www.clickasnap.com/i/ne1ntq46qz1i2crq
[4] https://www.allrecipes.com/recipe/240641/salt-dough/
[4] https://www.radioafm.nl/
[4] https://robert-hans.pixels.com/

Top URLs in Tweet in G1:
[5] https://www.instagram.com/accounts/login/
[4] https://robert-hans.pixels.com/
[4] https://www.allrecipes.com/recipe/240641/salt-dough/
[4] https://www.clickasnap.com/i/ne1ntq46qz1i2crq
[3] https://flooringdirecttexas.com/at-flooring-direct-were-taking-the-coronavirus-covid-19-pandemic-seriously/
[3] https://www.tasteofhome.com/recipes/no-bake-peanut-butter-treats/
[3] https://thetiptoefairy.com/easy-pudding-cup-finger-paints/
[3] https://www.crazyforcrust.com/the-best-pudding-cookies-recipe/
[3] https://www.countryliving.com/food-drinks/g2364/mug-cakes/
[2] https://globetrottingmama.com/recipes-quarantine-no-travel/

Top URLs in Tweet in G2:
[2] https://twitter.com/GretaThunberg/status/1355088301443731456
[1] https://twitter.com/patriciakombo/status/1357541738328567808
[1] https://twitter.com/elijahmckenzee/status/1357624070033072129
[1] https://twitter.com/carbonwatchie/status/1356346613791404033

Top URLs in Tweet in G3:
[9] https://www.pippip.de/
[2] https://www.coviz.org/e2b/2021-02-02/
[2] https://www.coviz.org/e2b/2021-02-04/
[2] https://www.coviz.org/e2b/2021-02-06/
[2] https://www.pippip.de/dashboard
[1] https://www.coviz.org/e2b/2021-02-12/
[1] https://www.coviz.org/e2b/2021-01-31/
[1] https://www.coviz.org/e2b/2021-02-01/
[1] https://www.coviz.org/e2b/2021-02-03/
[1] https://www.coviz.org/d1/2021-02-04/ve

Top URLs in Tweet in G4:
[13] https://www.analyticsinsight.net/concept-heart-failure-machine-learning/?utm_content=buffer5825d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=247183
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=247377
[2] https://twitter.com/EvanKirstel/status/1357363880884920321
[2] https://twitter.com/hewitson10/status/1354114613672091648?s=19
[1] https://twitter.com/Nicochan33/status/1357384172034269184
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=247099
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=246917
[1] https://www.youtube.com/watch?v=aHhQXhnG5UM&feature=youtu.be

[1] https://twitter.com/globaliqx/status/1357879230252654592

Top URLs in Tweet in G5:
[1] https://twitter.com/Andre1234/status/1276529427682385924?s=20
[1] https://ourworldindata.org/grapher/covid-icu-patients-per-million?tab=chart&stackMode=absolute&time=2020-03-01..latest&country=DEU~SWE

Top URLs in Tweet in G6:
[2] https://www.whitehouse.gov/briefing-room/presidential-actions/2021/02/02/executive-order-restoring-faith-in-our-legal-immigration-systems-and-strengthening-integration-and-inclusion-efforts-for-new-americans/
[1] https://twitter.com/roots_action/status/1359885387091439616
[1] https://twitter.com/djrothkopf/status/1359671177531301890
[1] https://www.lacoe.edu/Portals/0/LACOE/ImmReformStatement.pdf?ver=2021-02-02-184458-747
[1] https://drive.google.com/file/d/1_vXlsgQdiyi-jVB0laCm5m7-LtWykzAB/view

Top URLs in Tweet in G8:
[1] https://www.linkedin.com/slink?code=gyaWkcR

Top URLs in Tweet in G10:
[1] https://brainbubbles.de/password

Top Domains
Top Domains in Tweet in Entire Graph:
[155] twitter.com
[24] com.my
[22] youtube.com
[19] dt51.net
[18] coviz.org
[16] instagram.com
[14] swarmapp.com
[13] analyticsinsight.net
[13] google.com
[11] pippip.de

Top Domains in Tweet in G1:
[59] twitter.com
[14] swarmapp.com
[9] youtube.com
[6] instagram.com
[5] allrecipes.com
[4] pixels.com
[4] countryliving.com
[4] facebook.com
[4] clickasnap.com
[3] egmontinstitute.be

Top Domains in Tweet in G2:
[5] twitter.com

Top Domains in Tweet in G3:
[18] coviz.org
[11] pippip.de

Top Domains in Tweet in G4:
[13] analyticsinsight.net
[11] twitter.com
[6] nodexlgraphgallery.org
[1] youtube.com
[1] npr.org
[1] frankfurt.de

Top Domains in Tweet in G5:
[1] twitter.com
[1] ourworldindata.org

Top Domains in Tweet in G6:
[2] twitter.com
[2] whitehouse.gov
[1] lacoe.edu
[1] google.com

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

Top Domains in Tweet in G10:
[1] brainbubbles.de

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1708] flattenthecurve
[492] covid19
[185] wearamask
[176] climatestrikeonline
[133] stayhome
[131] coronavirus
[123] socialdistancing
[108] staysafe
[106] washyourhands
[86] wearamasksavealife



Top Hashtags in Tweet in G1:
[344] flattenthecurve
[80] covid19
[50] socialdistancing
[36] staysafe
[35] coronavirus
[30] stayathome
[29] wearamask
[28] stayhome
[27] washyourhands
[22] maskup

Top Hashtags in Tweet in G2:
[171] climatestrikeonline
[67] fridaysforfuture
[23] flattenthecurve
[23] climatepromise
[13] facetheclimateemergency
[7] schoolstrike4climate
[5] climateaction
[3] schoolstrikeforclimate
[2] huelgaporelclima
[2] ynohabialuz

Top Hashtags in Tweet in G3:
[178] covid19
[87] flattenthecurve
[81] covid19pandemic
[69] raisingthebar
[43] coronavirus
[39] amrefcovid19responseke
[33] wearamask
[28] pippip
[28] impfpass
[28] impfnachweis

Top Hashtags in Tweet in G4:
[80] flattenthecurve
[34] ai
[20] healthtech
[19] health
[18] artificialintelligence
[18] socialdistancing
[18] cctv
[18] robotics
[14] machinelearning
[11] covid19

Top Hashtags in Tweet in G5:
[30] flattenthecurve
[9] zerocovid
[9] nocovid
[4] lockdown
[4] risikogruppen
[4] viren
[4] mutieren
[3] runterbis10
[2] allesoeffnen
[2] mutationspuffer

Top Hashtags in Tweet in G6:
[59] protectfamilies
[50] covid19
[47] flattenthecurve
[16] pandemic
[7] 500kdeadamericans
[5] m4all
[5] publiccharge
[4] bidenlied
[4] 2000means2000
[3] survivalchecksnow

Top Hashtags in Tweet in G7:
[1] flattenthecurve

Top Hashtags in Tweet in G8:
[1] flattenthecurve
[1] terminationpayments
[1] researchinstitutions
[1] ukuniversities
[1] reimagineresearch
[1] scipol
[1] uuk
[1] rri
[1] researchculture
[1] journorequest

Top Hashtags in Tweet in G9:
[14] covid19
[14] flattenthecurve
[11] wave2
[6] canlab
[4] wearyourmask
[3] treatuskindly

Top Hashtags in Tweet in G10:
[9] flattenthecurve
[2] turnthetide
[1] brainbubbles
[1] drosten
[1] teamdrosten
[1] coronavirusde
[1] pandemie
[1] pandemic
[1] maskeauf
[1] wearamask

Top Words
Top Words in Tweet in Entire Graph:
[1704] #flattenthecurve
[494] #covid19
[382] station
[311] train
[231] school
[208] die
[180] #wearamask
[177] covid
[176] #climatestrikeonline
[166] week

Top Words in Tweet in G1:
[343] #flattenthecurve
[78] #covid19
[50] #socialdistancing
[39] social
[36] make
[36] #staysafe
[36] distancing
[35] #coronavirus
[33] practicing
[33] kids

Top Words in Tweet in G2:
[171] #climatestrikeonline
[151] week
[149] school
[149] strike
[112] gretathunberg
[81] ongoing
[81] pandemic
[81] doing
[80] physical
[80] strikes

Top Words in Tweet in G3:
[178] #covid19
[161] yednetworkke
[87] #flattenthecurve
[84] business
[81] during
[81] #covid19pandemic
[76] work
[75] whether
[75] school
[75] mindful

Top Words in Tweet in G4:
[80] #flattenthecurve
[68] albertoemachado
[40] die
[34] #ai
[22] bambergjohanna
[21] vivianfrancos
[20] globaliqx
[20] #healthtech
[19] #health
[18] #artificialintelligence

Top Words in Tweet in G5:
[126] frankfurtzack
[119] deutschland
[118] experten
[118] berechneten
[118] april
[118] 2020
[118] millionen
[118] menschen
[118] beatmet
[118] müssen

Top Words in Tweet in G6:
[68] critical
[59] #protectfamilies
[53] order
[50] #covid19
[50] whitehouse
[49] step
[47] #flattenthecurve
[41] health
[40] eliminating
[40] human

Top Words in Tweet in G7:
[55] 11
[55] cases
[55] huge
[55] number
[55] obedient
[55] population
[55] part
[55] very
[55] few
[55] public

Top Words in Tweet in G8:
[2] dgurdasani1
[2] dbetteracademia
[2] morimahmoudi
[2] reneebleau
[2] suzanne_garrett
[2] evidencebase_im
[2] braincures
[2] marikasboros
[2] wellcometrust

Top Words in Tweet in G9:
[40] cupw
[39] workers
[33] please
[21] covid
[21] postal
[21] high
[20] go
[17] help
[17] keep
[16] proud

Top Words in Tweet in G10:
[19] die
[9] #flattenthecurve
[6] ethikrat
[4] hwieduwilt
[3] chr_rath
[3] thesuingone
[3] vieuxrenard
[3] ramathiasmuench
[3] sylk1966
[3] arnd_diringer

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[156] stopping,station
[149] school,strike
[149] strike,week
[120] covid,19
[119] experten,berechneten
[119] berechneten,april
[119] april,2020
[119] 2020,deutschland
[119] deutschland,millionen
[119] millionen,menschen

Top Word Pairs in Tweet in G1:
[36] social,distancing
[33] practicing,social
[32] kids,bored
[32] bored,practicing
[29] distancing,make
[26] #covid19,#flattenthecurve
[22] ginger_exchange,kids
[17] #covid19,#coronavirus
[17] #flattenthecurve,#socialdistancing
[16] #flattenthecurve,#wearamask

Top Word Pairs in Tweet in G2:
[149] school,strike
[149] strike,week
[81] ongoing,pandemic
[81] pandemic,doing
[81] doing,#climatestrikeonline
[80] #climatestrikeonline,physical
[80] physical,strikes
[78] gretathunberg,school
[60] patriciakombo,school
[56] week,77

Top Word Pairs in Tweet in G3:
[81] during,#covid19pandemic
[75] whether,school
[75] school,work
[75] work,mindful
[75] mindful,surroundings
[75] surroundings,during
[75] #covid19pandemic,consider
[75] consider,#covid19
[74] yednetworkke,whether
[74] #covid19,fact

Top Word Pairs in Tweet in G4:
[20] globaliqx,#healthtech
[18] #artificialintelligence,#ai
[18] #ai,helps
[18] helps,organizations
[18] organizations,open
[18] open,early
[18] early,#socialdistancing
[18] #socialdistancing,monitor
[18] monitor,#cctv
[18] #cctv,eu

Top Word Pairs in Tweet in G5:
[118] experten,berechneten
[118] berechneten,april
[118] april,2020
[118] 2020,deutschland
[118] deutschland,millionen
[118] millionen,menschen
[118] menschen,beatmet
[118] beatmet,müssen
[118] müssen,handelte
[117] frankfurtzack,experten

Top Word Pairs in Tweet in G6:
[49] critical,step
[48] step,#protectfamilies
[47] whitehouse,order
[40] #protectfamilies,#covid19
[40] #covid19,eliminating
[40] eliminating,health
[40] health,human
[38] order,critical
[33] human,services
[32] public,charge

Top Word Pairs in Tweet in G7:
[55] 11,cases
[55] cases,huge
[55] huge,number
[55] number,obedient
[55] obedient,population
[55] population,part
[55] part,very
[55] very,few
[55] few,public
[55] public,wearing

Top Word Pairs in Tweet in G8:
[2] dgurdasani1,dbetteracademia
[2] dbetteracademia,morimahmoudi
[2] morimahmoudi,reneebleau
[2] reneebleau,suzanne_garrett
[2] suzanne_garrett,evidencebase_im
[2] evidencebase_im,braincures
[2] braincures,marikasboros

Top Word Pairs in Tweet in G9:
[20] postal,workers
[16] proud,serve
[16] serve,please
[16] please,remember
[16] remember,coping
[16] coping,pandemic
[16] pandemic,stress
[16] stress,plus
[16] plus,extremely
[16] extremely,high

Top Word Pairs in Tweet in G10:
[3] sylk1966,arnd_diringer
[3] arnd_diringer,cobvl
[3] cobvl,hwieduwilt
[3] leubecherx,hassosuliak
[3] hassosuliak,pia_lorenz
[3] freiheitsrechte,anwaltverein
[3] anwaltverein,m_kubiciel
[3] m_kubiciel,prof_herdegen
[3] prof_herdegen,maxsteinbeis
[3] maxsteinbeis,tofreudenberg

Top Replied-To
Top Replied-To in Entire Graph:
@bambergjohanna
@yednetworkke
@sylk1966
@l__ip
@argonerd
@minpres
@olafgersemann
@weingartende
@larswienand
@nypost

Top Replied-To in G2:
@carbonwatchie

Top Replied-To in G3:
@yednetworkke
@amref_kenya

Top Replied-To in G4:
@bambergjohanna
@frronconi
@bruhnboris
@rki_de
@judaco979490
@tilojung
@robilad
@digiengineer2
@zerocovidth
@frau_lange

Top Replied-To in G5:
@eckertdo
@frankfurtzack
@eberthgerald
@dafeid

Top Replied-To in G6:
@coribush
@whitehouse
@mydesert
@mattmfm
@potus

Top Replied-To in G8:
@dgurdasani1

Top Replied-To in G10:
@sylk1966
@chr_rath
@daniludwigmdb
@bryancork3
@horclas
@tomdabassman
@hwieduwilt

Top Mentioned
Top Mentioned in Entire Graph:
@yednetworkke
@frankfurtzack
@gretathunberg
@albertoemachado
@analyticake
@patriciakombo
@johnriche
@whitehouse
@elijahmckenzee
@cupw

Top Mentioned in G1:
@ginger_exchange
@egmontinstitute
@attackingmid1
@theres146
@lafemmearsene
@richarddunlop
@smoothenergy99
@wqbelle
@easylivingfl

Top Mentioned in G2:
@gretathunberg
@patriciakombo
@elijahmckenzee
@cocacola
@fridays4future
@tenl2019
@ynohabialuz
@climatereality
@redmayne_robert
@wakiodorcas

Top Mentioned in G3:
@yednetworkke
@analyticake
@amref_kenya
@perakkenya
@nimohjohn8
@kenyabreweries
@whokenya
@gac_corporate
@ndiranguwanjuki
@martinmuchangi

Top Mentioned in G4:
@albertoemachado
@vivianfrancos
@globaliqx
@alvinfoo
@bambergjohanna
@soenkerix
@toelbaum
@eckartroe
@rki_de
@juniimondd

Top Mentioned in G5:
@frankfurtzack
@clauskleber
@christian_selig
@heinerultras
@schweinchenu
@owitzig
@holmenkollin
@dafeid
@spasskultur
@buerger18

Top Mentioned in G6:
@whitehouse
@potus
@clasp_dc
@first_focus
@losangelescoe
@commcathealth
@dhsgov
@statedept
@latinojustice
@michleague

Top Mentioned in G7:
@johnriche
@nlesdca
@nlelections

Top Mentioned in G8:
@dbetteracademia
@morimahmoudi
@reneebleau
@suzanne_garrett
@evidencebase_im
@braincures
@marikasboros
@do_kinder
@dgurdasani1
@proftim

Top Mentioned in G9:
@cupw

Top Mentioned in G10:
@ethikrat
@thesuingone
@vieuxrenard
@ramathiasmuench
@arnd_diringer
@cobvl
@hwieduwilt
@leubecherx
@hassosuliak
@pia_lorenz

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@evankirstel
@lorimoreno
@saizdeku
@richfm39517086
@sabcnews
@trigorosa
@telegraaf
@morvjn
@amcneer

Top Tweeters in G1:
@aliamirrazali
@fabcojim
@nicole1515
@jaricadavis
@igodfrey4ce
@pinstripeddiva
@mechaslug
@aboleyngirl
@sefenizkapri
@fireholdingfire

Top Tweeters in G2:
@allan_crawshaw
@brade1991
@cocacola
@saleemulhuq
@giraldo35
@ourfuturebot
@lcby
@eco1start
@redmayne_robert
@jrobert_nl

Top Tweeters in G3:
@viralvideovlogs
@trendsinai
@kevoizme_
@koechmmanuel
@nvsdata
@haccpjod
@adrian_seereal
@itsmannuel
@crazydreamer254
@magic2girl

Top Tweeters in G4:
@chidambara09
@evankirstel
@lorimoreno
@andrewmorrisuk
@nicochan33
@shicooks
@rwang0
@michael_kunz
@detemple
@thecuriousluke

Top Tweeters in G5:
@therealjoe_1958
@kpropcroy
@zoniman
@spasskultur
@brennstoff
@karenlennartz
@msouveranitat
@lehrbuda
@mac_villain
@thinkingdevils

Top Tweeters in G6:
@charlieinutah
@blainehashimoto
@mydesert
@statedept
@lewis1jj
@first_focus
@healthaccess
@mattmfm
@campaign4kids
@clasp_dc

Top Tweeters in G7:
@hopealdridge
@jordanwlester88
@johnriche
@momolive82
@nlesdca
@burn1ng_chr0me
@jenewright
@saphira88
@z56cjt
@whitetash52

Top Tweeters in G8:
@schneiderleonid
@mbalter
@hrw
@proftimnoakes
@seis_matters
@reddit
@marikasboros
@truthsayerodet1
@un_women
@jeremyfarrar

Top Tweeters in G9:
@suestroud
@cmusician
@mikeopseu
@garywkinsman
@mintpanda1
@occupywsib
@halifaxlabour
@axtoxthexo
@oxfordndp
@charmcentral

Top Tweeters in G10:
@thesuingone
@velofisch
@arnd_diringer
@nhaerting
@joachimjahn
@tomdabassman
@vieuxrenard
@hwieduwilt
@ramathiasmuench
@frankgiebel


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