#FlattenTheCurve, Twitter, 8/9/2020 10:14:26 AM, 232213


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#FlattenTheCurve_2020-08-09_00-57-37.xlsx
#FlattenTheCurve_2020-08-09_00-57-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 09, 2020
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3klV2w1
@gretathunberg
@docassar
@preislerka
@karl_lauterbach
@realdonaldtrump
@healthdouglasco
@catherinemginn
@drussefrau
@nygovcuomo
@jurylady5

Top hashtags:
#flattenthecurve
#climatestrikeonline
#covid19
#coronavirus

Description:
Description
The graph represents a network of 7,336 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, 09 August 2020 at 08:04 UTC.

The requested start date was Sunday, 09 August 2020 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 11-day, 2-hour, 5-minute period from Tuesday, 28 July 2020 at 21:45 UTC to Saturday, 08 August 2020 at 23:50 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 : 7336
Unique Edges : 3353
Edges With Duplicates : 11859
Total Edges : 15212
Number of Edge Types : 5
Retweet : 5014
MentionsInRetweet : 6023
Replies to : 395
Mentions : 1891
Tweet : 1889
Self-Loops : 1953
Reciprocated Vertex Pair Ratio : 0.0107027179270525
Reciprocated Edge Ratio : 0.0211787655009057
Connected Components : 1375
Single-Vertex Connected Components : 681
Maximum Vertices in a Connected Component : 2769
Maximum Edges in a Connected Component : 6708
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 4.145553
Graph Density : 0.000133377786400781
Modularity : 0.481948
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 7,336 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, 09 August 2020 at 08:04 UTC.

The requested start date was Sunday, 09 August 2020 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 11-day, 2-hour, 5-minute period from Tuesday, 28 July 2020 at 21:45 UTC to Saturday, 08 August 2020 at 23:50 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:
[172] https://berlincures.de/
[17] https://www.worldometers.info/coronavirus/country/us/
[14] https://linktr.ee/stay6ftapart
[11] https://www.twitch.tv/boehser__onkel
[10] https://www.qualtrics.com/here-to-help/
[7] https://www.trendysubs.com/
[7] https://www.rivcoph.org/coronavirus
[7] https://www.twitch.tv/nezuryu
[7] https://governor.vic.gov.au/all-news/message-governor
[6] https://590games.com/sm-FB

Top URLs in Tweet in G1:
[4] https://www.youtube.com/watch?v=fkPw2NI6rXo&feature=youtu.be

[1] https://tweetedtimes.com/SustainOurEarth?s=tnp
[1] https://twitter.com/GretaThunberg/status/1291767149913047040

Top URLs in Tweet in G2:
[6] https://590games.com/sm-FB
[4] https://www.gconvo.com/
[4] https://afluencer.com/
[3] https://www.thepotshack.ca/
[3] https://carryonwithkids.com/shop
[3] https://thetiptoefairy.com/easy-pudding-cup-finger-paints/
[3] https://www.allrecipes.com/recipe/240641/salt-dough/
[2] https://buyhandh.com/products/oh-skit-ppe-kit
[2] http://www.covid.gov.pk
[2] https://allenstclair.com/shop

Top URLs in Tweet in G3:
[2] https://www.bloombergquint.com/onweb/gargling-medicine-touted-in-osaka-as-way-to-control-coronavirus
[2] https://bit.ly/2Pu4Aqg
[1] https://www.usatoday.com/story/news/politics/2020/08/07/peaceful-protest-trump-defends-audience-bedminster-golf-club/3324917001/
[1] https://nypost.com/2020/08/02/hundreds-gather-without-masks-for-annual-white-trash-bash-boat-event/
[1] https://www.wsj.com/articles/isolating-the-elderly-is-bad-for-their-health-11595261640
[1] https://twitter.com/ricardopersau11/status/1289143755338113024
[1] https://www.washingtonpost.com/graphics/2020/national/coronavirus-us-cases-deaths/
[1] https://www.cnbc.com/2020/08/02/dr-birx-warns-us-in-new-phase-of-coronavirus-pandemic-with-extraordinarily-widespread-cases.html
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=232066
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=232012

Top URLs in Tweet in G4:
[167] https://berlincures.de/

Top URLs in Tweet in G7:
[4] https://www.coviz.org/e2b/2020-08-02/
[3] https://www.coviz.org/e2b/2020-08-04/
[3] https://www.coviz.org/e2b/2020-07-30/
[3] https://www.coviz.org/e2b/2020-08-03/
[2] https://www.coviz.org/e2b/2020-08-01/
[2] https://www.coviz.org/e2b/2020-08-07/
[1] https://www.youtube.com/watch?v=njKP3FqW3Sk&list=PLtBw6njQRU-rwp5__7C0oIVt26ZgjG9NI

[1] https://publichealthsbc.org/status-reports/
[1] https://www.coviz.org/d1/2020-08-08/in
[1] https://www.coviz.org/e2b/2020-07-29/

Top URLs in Tweet in G8:
[1] https://twitter.com/Amref_Worldwide/status/1291286319197544449

Top URLs in Tweet in G9:
[2] https://twitter.com/Karl_Lauterbach/status/1273317702363426816
[2] https://www.youtube.com/watch?v=wc2u6Z3BSlo&feature=youtu.be

[1] https://twitter.com/Karl_Lauterbach/status/1273317702363426816?s=19
[1] https://twitter.com/bzga_de/status/1288766888487657472
[1] https://www.youtube.com/watch?v=l_Sr2cVHS5M&feature=youtu.be

[1] https://twitter.com/bslagter/status/1291774934327480326
[1] https://www.zeit.de/zustimmung?url=https%3A%2F%2Fwww.zeit.de%2F2020%2F33%2Fcorona-zweite-welle-eindaemmung-massnahmen-christian-drosten%3Fwt_zmc%3Dsm.ext.zonaudev.twitter.ref.zeitde.share.link.x
[1] https://twitter.com/LodewijkA/status/1290286007154245634

Top Domains
Top Domains in Tweet in Entire Graph:
[350] twitter.com
[172] berlincures.de
[101] instagram.com
[46] youtube.com
[28] google.com
[22] coviz.org
[19] twitch.tv
[18] worldometers.info
[17] gettyimages.com
[16] bit.ly

Top Domains in Tweet in G1:
[4] youtube.com
[1] tweetedtimes.com
[1] twitter.com

Top Domains in Tweet in G2:
[159] twitter.com
[71] instagram.com
[17] gettyimages.com
[14] google.com
[10] sedo.com
[9] youtube.com
[6] 590games.com
[6] afluencer.com
[4] buff.ly
[4] gconvo.com

Top Domains in Tweet in G3:
[9] twitter.com
[2] bloombergquint.com
[2] nodexlgraphgallery.org
[2] bit.ly
[1] usatoday.com
[1] nypost.com
[1] wsj.com
[1] washingtonpost.com
[1] cnbc.com
[1] washtenaw.org

Top Domains in Tweet in G4:
[167] berlincures.de

Top Domains in Tweet in G7:
[22] coviz.org
[1] youtube.com
[1] publichealthsbc.org
[1] org.za
[1] theweek.com
[1] turingacademy.io

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

Top Domains in Tweet in G9:
[6] twitter.com
[3] youtube.com
[1] zeit.de

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3880] flattenthecurve
[1909] climatestrikeonline
[1220] covid19
[422] coronavirus
[301] covid_19
[243] wearamask
[236] staysafe
[224] stayathome
[219] stayhome
[215] socialdistancing



Top Hashtags in Tweet in G1:
[1793] climatestrikeonline
[36] fridaysforfuture
[29] stayathome
[26] flattenthecurve
[21] climatejustice
[19] schoolstrike4climate
[19] climateactionnow
[19] frackoffpse
[12] facetheclimateemergency
[6] savecongorainforest

Top Hashtags in Tweet in G2:
[956] flattenthecurve
[289] covid19
[141] coronavirus
[104] socialdistancing
[84] wearamask
[78] staysafe
[74] stayhome
[55] covid_19
[53] washyourhands
[41] socialdistance

Top Hashtags in Tweet in G3:
[108] climatestrikeonline
[82] stayathome
[79] flattenthecurve
[76] fridaysforfuture
[15] covid19
[6] covid_19
[6] youarewrongbecause
[5] socialdistancing
[5] stopthespread
[4] coronavirus

Top Hashtags in Tweet in G4:
[167] coronatagebuch
[167] postcovid19
[12] flattenthecurve
[5] stayhome
[5] staysafe
[5] staystrong
[5] blacklivesmatter
[2] climatestrikeonline
[1] coronavirus
[1] covid__19

Top Hashtags in Tweet in G5:
[123] covid_19
[1] flattenthecurve

Top Hashtags in Tweet in G6:
[117] elections2020
[117] flattenthecurve

Top Hashtags in Tweet in G7:
[88] covid19
[67] flattenthecurve
[33] ripandrewmlangeni
[31] covid_19
[29] womensmonth
[24] coronavirus
[22] free
[22] neuralnets
[22] stayhome
[22] dataviz

Top Hashtags in Tweet in G8:
[72] flattenthecurve
[27] covid19
[24] youth
[14] stopthespread
[11] viralkindness
[10] staysafe
[9] covid19pandemic
[8] newnormal
[7] covid19africa
[7] ad

Top Hashtags in Tweet in G9:
[47] flattenthecurve
[12] covid
[12] korona
[10] covid__19
[9] mondkapjes
[9] omt
[7] covid19nl
[5] mondkapjeshelpen
[5] takecare
[3] covid_19

Top Hashtags in Tweet in G10:
[92] flattenthecurve
[91] covid19

Top Words
Top Words in Tweet in Entire Graph:
[3858] #flattenthecurve
[2003] keep
[1975] week
[1930] school
[1905] strike
[1888] crisis
[1873] go
[1860] climate
[1831] gretathunberg
[1805] summer

Top Words in Tweet in G1:
[1837] week
[1837] crisis
[1824] climate
[1792] strike
[1791] gretathunberg
[1789] school
[1759] go
[1756] keep
[1754] summer
[1754] holiday

Top Words in Tweet in G2:
[943] #flattenthecurve
[289] #covid19
[139] #coronavirus
[103] #socialdistancing
[83] #wearamask
[77] #staysafe
[75] covid
[73] mask
[72] #stayhome
[72] 19

Top Words in Tweet in G3:
[122] nygovcuomo
[113] truthsovertrump
[109] coronavirus
[108] curve
[107] pandemic
[106] school
[105] strike
[105] week
[105] flatten
[104] mobilized

Top Words in Tweet in G4:
[171] preislerka
[167] aufgewühlt
[167] #coronatagebuch
[167] forschungslabor
[167] #postcovid19
[167] starkes
[166] muste
[12] #flattenthecurve
[8] die
[5] danke

Top Words in Tweet in G5:
[124] current
[123] œa
[123] picture
[123] thousand
[123] wordsâ
[123] images
[123] show
[123] timeline
[123] speed
[123] getting

Top Words in Tweet in G6:
[117] american
[117] friends
[117] flatten
[117] ballot
[117] request
[117] curve
[117] #elections2020
[117] #flattenthecurve
[116] marina__vo

Top Words in Tweet in G7:
[88] #covid19
[67] #flattenthecurve
[48] anc
[43] mitdeeplearning
[38] myanc
[33] today
[33] voice
[33] african
[33] national
[33] congress

Top Words in Tweet in G8:
[72] #flattenthecurve
[40] part
[36] spread
[34] amref_worldwide
[27] #covid19
[26] bbcstoryworks
[25] community
[24] world's
[24] billion
[24] #youth

Top Words in Tweet in G9:
[47] #flattenthecurve
[14] die
[14] ja
[12] jos
[12] ei
[12] kiinnosta
[12] etäisyydet
[12] käsien
[12] pesut
[12] maskit

Top Words in Tweet in G10:
[92] #flattenthecurve
[91] recorded
[91] #covid19
[91] cases
[91] delta
[91] state
[91] continue
[91] work
[88] iaokowa
[86] 1511

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1902] school,strike
[1885] strike,week
[1833] climate,crisis
[1789] go,summer
[1789] summer,holiday
[1789] holiday,keep
[1787] keep,protesting
[1774] gretathunberg,school
[1412] crisis,doesn
[1412] doesn,go

Top Word Pairs in Tweet in G1:
[1798] climate,crisis
[1789] school,strike
[1773] strike,week
[1754] go,summer
[1754] summer,holiday
[1754] holiday,keep
[1752] keep,protesting
[1740] gretathunberg,school
[1387] crisis,doesn
[1387] doesn,go

Top Word Pairs in Tweet in G2:
[58] covid,19
[56] social,distancing
[55] #covid19,#coronavirus
[44] #covid19,#flattenthecurve
[42] î,î
[37] flatten,curve
[34] #socialdistancing,#flattenthecurve
[29] #flattenthecurve,#socialdistancing
[29] practicing,social
[26] kids,bored

Top Word Pairs in Tweet in G3:
[107] coronavirus,pandemic
[105] school,strike
[105] flatten,curve
[104] strike,week
[104] nygovcuomo,mobilized
[104] mobilized,citizens
[104] citizens,flatten
[104] curve,americaâ
[104] americaâ,ground
[104] ground,zero

Top Word Pairs in Tweet in G4:
[167] aufgewühlt,#coronatagebuch
[167] #coronatagebuch,forschungslabor
[167] forschungslabor,#postcovid19
[167] #postcovid19,starkes
[166] preislerka,aufgewühlt
[166] starkes,muste
[5] #stayhome,#staysafe
[5] #staysafe,#staystrong
[5] #staystrong,#flattenthecurve
[5] #flattenthecurve,#blacklivesmatter

Top Word Pairs in Tweet in G5:
[123] œa,picture
[123] picture,thousand
[123] thousand,wordsâ
[123] wordsâ,images
[123] images,show
[123] show,timeline
[123] timeline,current
[123] current,speed
[123] speed,getting
[123] getting,œ1000â

Top Word Pairs in Tweet in G6:
[117] american,friends
[117] friends,flatten
[117] flatten,ballot
[117] ballot,request
[117] request,curve
[117] curve,#elections2020
[117] #elections2020,#flattenthecurve
[116] marina__vo,american

Top Word Pairs in Tweet in G7:
[33] anc,today
[33] today,voice
[33] voice,african
[33] african,national
[33] national,congress
[31] august,2020
[30] 2020,#ripandrewmlangeni
[29] #ripandrewmlangeni,#womensmonth
[29] #womensmonth,#covid_19
[24] myanc,anc

Top Word Pairs in Tweet in G8:
[40] part,#flattenthecurve
[24] world's,billion
[24] billion,#youth
[24] #youth,playing
[24] playing,part
[24] #flattenthecurve,keep
[24] keep,communities
[24] communities,safe
[24] safe,join
[23] unfpa,world's

Top Word Pairs in Tweet in G9:
[12] jos,ei
[12] ei,kiinnosta
[12] kiinnosta,etäisyydet
[12] etäisyydet,käsien
[12] käsien,pesut
[12] pesut,ja
[12] ja,maskit
[12] maskit,niin
[12] niin,muitakin
[12] muitakin,vaihtoehtoja

Top Word Pairs in Tweet in G10:
[91] #covid19,cases
[91] cases,delta
[91] delta,state
[91] state,continue
[91] continue,work
[91] work,#flattenthecurve
[87] iaokowa,recorded
[86] recorded,1511
[86] 1511,#covid19
[86] #flattenthecurve,adhering

Top Replied-To
Top Replied-To in Entire Graph:
@govmurphy
@gavinnewsom
@nygovcuomo
@govwhitmer
@polenz_r
@realdonaldtrump
@cernovich
@gretathunberg
@augstein
@drdavidsamadi

Top Replied-To in G1:
@gretathunberg

Top Replied-To in G2:

Top Replied-To in G3:
@govmurphy
@nygovcuomo
@realdonaldtrump
@cernovich
@drdavidsamadi
@massgovernor
@docisinthehouse
@joebiden
@mattgaetz
@biden_brigade

Top Replied-To in G4:
@preislerka
@stadtoberhausen
@neina_hh

Top Replied-To in G7:
@alanwinde

Top Replied-To in G9:
@dunklesritual
@silkester
@kristaldo1907
@benjaminduerr
@bosmana
@mkeulemans
@nieuwsuur
@marta70928744
@jakobschlandt
@michael_v89

Top Replied-To in G10:
@iaokowa

Top Mentioned
Top Mentioned in Entire Graph:
@gretathunberg
@preislerka
@petra_khoury
@marina__vo
@nygovcuomo
@truthsovertrump
@patriciakombo
@iaokowa
@healthdouglasco
@knsmoh

Top Mentioned in G1:
@gretathunberg
@vanessa_vash
@licypriyak
@fff_digital
@wakiodorcas
@solo_syn_
@patriciakombo
@abner4action
@matske9

Top Mentioned in G2:
@ginger_exchange
@kathycordayusa
@egmontinstitute
@wqbelle
@flooringdirectx
@nehaguptaphoto
@supreme_byron
@inksummit

Top Mentioned in G3:
@nygovcuomo
@truthsovertrump
@patriciakombo
@gretathunberg
@realdonaldtrump
@govmurphy
@potus
@cnn
@rondesantisfl
@cdcgov

Top Mentioned in G4:
@preislerka
@afdverbot2021
@stadtoberhausen
@th61
@vdb_psychologie
@gretathunberg
@tirtsaskram
@c_emcke

Top Mentioned in G5:
@petra_khoury

Top Mentioned in G6:
@marina__vo

Top Mentioned in G7:
@myanc
@madikizelabongz
@mitdeeplearning
@johannbiermann1
@coviz_org
@westerncapegov
@wcgovtpw
@wcg
@pulemabe
@the_dsd

Top Mentioned in G8:
@amref_worldwide
@bbcstoryworks
@who
@unfpa
@amrefflyingdocs
@un
@amrefuniversity
@turkishmuseums

Top Mentioned in G9:
@karitikkinen
@rivm
@tijdvooreten
@minvws
@tmondkapjes
@rki_de
@c_drosten
@tagesschau
@wim_schellekens
@avipnl

Top Mentioned in G10:
@iaokowa
@sundayisima

Top Tweeters
Top Tweeters in Entire Graph:
@gocoo_59
@gocoo
@tmobilehelp
@jurylady5
@ejlazar
@lt38
@solutioneer72
@delta
@innovativehindu
@inabster

Top Tweeters in G1:
@gocoo_59
@gocoo
@lavandulall
@chilhon2016lap
@b1e56df9ce6549f
@3wombats
@jpjanson
@altai_armande
@raivoonet
@therezafontoura

Top Tweeters in G2:
@schestowitz
@miss_placed_
@ladyboarder9669
@layanhinno
@kchernecky
@catorano
@activistbowen2
@mumthazhmt
@dlmluckytiger
@zarill955

Top Tweeters in G3:
@yarosisnancy
@reuters
@jetrotter
@bbcnews
@lamhfada
@cnbc
@zafarwestern
@therickwilson
@usatoday
@wsj

Top Tweeters in G4:
@andreasandy3131
@catherinemginn
@schoensteiner
@cptleto
@rove_we
@thesismum
@a_ka_es
@michael_leh
@saltytrees
@europeanberlin

Top Tweeters in G5:
@i3tox8rsobjiftw
@pierreabisaab
@hobeikawissam
@mireillesaliba5
@zspecial1
@fredbteich
@rabihzihri
@k31299
@zeinakhodraljaz
@eliebassil7

Top Tweeters in G6:
@peopledied2vote
@thebarbarienne
@drgnfly42
@kirkenovak
@sharknoises
@starrykagehinas
@mangoudraws
@sorrykb
@i_ailurophile
@cherylhe

Top Tweeters in G7:
@alettaha
@africaupdates
@viralvideovlogs
@ramalokot
@esethuonduty
@yakballs
@developersbot
@hyacinth_nhlums
@wietsg
@eileenn6

Top Tweeters in G8:
@nilimajumder
@andytoronto
@mathfreireb
@korieunfpa
@dilnidhi
@un
@who
@egosummary
@vellaiammalram
@kernelken2

Top Tweeters in G9:
@volkskrant
@tagesspiegel
@masterprogram1
@tagesschau
@zeitonline
@tijdvooreten
@wabrandsma
@gluckeundso
@rpvangaalen
@reintjanrenes

Top Tweeters in G10:
@toluolisa
@chaibuz7
@kingehizojie
@jaustinuche
@pdp_2023
@laurentdarl
@auntyriri
@ainoorh
@nahzree
@akaebube


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