#FlattenTheCurve, Twitter, 8/6/2020 10:26:04 AM, 232012


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#FlattenTheCurve_2020-08-06_02-56-01.xlsx
#FlattenTheCurve_2020-08-06_02-56-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 06, 2020
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3a7P3pN
@gretathunberg
@docassar
@realdonaldtrump
@dina_interiors
@patriciakombo
@nygovcuomo
@tijdvooreten
@healthdouglasco
@karl_lauterbach
@jurylady5

Top hashtags:
#flattenthecurve
#climatestrikeonline
#covid19
#stayathome

Description:
Description
The graph represents a network of 7,497 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 Thursday, 06 August 2020 at 10:00 UTC.

The requested start date was Thursday, 06 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 9-day, 21-hour, 57-minute period from Sunday, 26 July 2020 at 14:22 UTC to Wednesday, 05 August 2020 at 12:19 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 : 7497
Unique Edges : 3605
Edges With Duplicates : 11802
Total Edges : 15407
Number of Edge Types : 5
Mentions : 1946
Retweet : 4993
MentionsInRetweet : 6166
Tweet : 1856
Replies to : 446
Self-Loops : 1915
Reciprocated Vertex Pair Ratio : 0.00872132027371528
Reciprocated Edge Ratio : 0.017291832934291
Connected Components : 1399
Single-Vertex Connected Components : 662
Maximum Vertices in a Connected Component : 2801
Maximum Edges in a Connected Component : 6790
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.382318
Graph Density : 0.000133778164414111
Modularity : 0.494175
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 7,497 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 Thursday, 06 August 2020 at 10:00 UTC.

The requested start date was Thursday, 06 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 9-day, 21-hour, 57-minute period from Sunday, 26 July 2020 at 14:22 UTC to Wednesday, 05 August 2020 at 12:19 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://twitter.com/erikhalvorsen18/status/1280121134126641154
[14] https://www.youtube.com/watch?v=0dAzFBhW5Ss&feature=youtu.be

[13] https://www.qualtrics.com/here-to-help/
[10] https://www.trendysubs.com/
[10] https://linktr.ee/stay6ftapart
[8] https://www.twitch.tv/boehser__onkel
[6] https://mymasks.com/
[6] https://www.worldometers.info/coronavirus/country/us/
[6] https://docs.google.com/spreadsheets/d/1T5Q1xnHFBFcsaVWTH2Flqe5i7Hp7CwfsWHWuwTZyi88/edit?usp=sharing
[5] 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

Top URLs in Tweet in G2:
[10] https://www.trendysubs.com/
[5] https://www.consumer.ftc.gov/blog/2020/07/cracking-down-fake-covid-19-cures?utm_source=dlvr.it&utm_medium=twitter
[5] https://twitter.com/WestConPro/status/1289280304864088065
[5] https://twitter.com/WestchesterDA/status/1288186016986210304
[5] https://590games.com/sm-FB
[4] http://www.covid.gov.pk
[4] http://www.trendysubs.com/
[3] https://allenstclair.com/shop
[3] https://www.gconvo.com/
[3] https://www.allrecipes.com/recipe/240641/salt-dough/

Top URLs in Tweet in G3:
[1] https://twitter.com/GretaThunberg/status/1289120700842815488

Top URLs in Tweet in G4:
[1] https://twitter.com/RexChapman/status/1287773076080529412
[1] https://twitter.com/positvele/status/1287445798096195585
[1] https://www.bostonglobe.com/2020/08/03/nation/amid-rise-covid-19-cases-experts-eye-roll-back-reopening-mass/
[1] https://twitter.com/GovMurphy/status/1290049965901963264
[1] https://www.reuters.com/article/us-health-coronavirus-airlines-idUSKCN24V3NC
[1] https://twitter.com/demwrite/status/1289017584612864001
[1] https://twitter.com/X22Report/status/1287834119263719424
[1] https://www.nbcphiladelphia.com/news/local/lanternflies-return-to-our-area/2482027/
[1] http://www.iecolab.org/blog/2020/07/nbc-interviews-dr-helmus-about-spotted-lanternfly-again/
[1] https://twitter.com/DavidBegnaud/status/1245906088911949826

Top URLs in Tweet in G5:
[1] https://meet.diehumanisten.de/ost_oot
[1] https://twitter.com/NYGovCuomo/status/1289677747057561600
[1] https://twitter.com/MNSteveSimon/status/1289255823223353344
[1] https://twitter.com/ElectProject/status/1288499447031369729
[1] https://www.nytimes.com/interactive/2020/us/nevada-coronavirus-cases.html?utm_content=bufferebc1b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G6:
[2] https://twitter.com/Karl_Lauterbach/status/1273317702363426816
[1] https://twitter.com/LodewijkA/status/1290286007154245634
[1] https://twitter.com/bzga_de/status/1288766888487657472
[1] https://twitter.com/BenjAlvarez1/status/1250563198081740800
[1] https://twitter.com/bzga_de/status/1281204454650449923
[1] https://twitter.com/Walrathis/status/1289197266067169280?s=20
[1] https://twitter.com/dge_wissen/status/1275328525621493760
[1] https://twitter.com/Karl_Lauterbach/status/1273317702363426816?s=19
[1] https://www.ftm.nl/artikelen/deltaplan-tegen-corona
[1] https://www.youtube.com/watch?v=wc2u6Z3BSlo&feature=youtu.be


Top URLs in Tweet in G10:
[1] https://twitter.com/CityOfLincoln/status/1287853599595417601
[1] https://twitter.com/chicagosmayor/status/1289184145499762690
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231138
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231192

Top Domains
Top Domains in Tweet in Entire Graph:
[372] twitter.com
[84] instagram.com
[55] youtube.com
[34] gettyimages.com
[32] google.com
[21] coviz.org
[14] trendysubs.com
[13] qualtrics.com
[12] twitch.tv
[11] linktr.ee

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

Top Domains in Tweet in G2:
[165] twitter.com
[56] instagram.com
[16] google.com
[14] trendysubs.com
[12] youtube.com
[10] sedo.com
[7] linkedin.com
[6] swarmapp.com
[5] facebook.com
[5] ftc.gov

Top Domains in Tweet in G3:
[1] twitter.com

Top Domains in Tweet in G4:
[11] twitter.com
[1] bostonglobe.com
[1] reuters.com
[1] nbcphiladelphia.com
[1] iecolab.org
[1] usnews.com
[1] xkcd.com

Top Domains in Tweet in G5:
[3] twitter.com
[1] diehumanisten.de
[1] nytimes.com

Top Domains in Tweet in G6:
[11] twitter.com
[2] youtube.com
[1] ftm.nl
[1] rki.de
[1] apotheke-adhoc.de

Top Domains in Tweet in G10:
[2] twitter.com
[2] nodexlgraphgallery.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4006] flattenthecurve
[1960] climatestrikeonline
[1322] covid19
[446] stayathome
[409] coronavirus
[345] fridaysforfuture
[269] covid_19
[265] wearamask
[246] socialdistancing
[235] stayhome



Top Hashtags in Tweet in G1:
[1594] climatestrikeonline
[56] fridaysforfuture
[46] stayathome
[28] flattenthecurve
[22] climatejustice
[19] climateactionnow
[19] frackoffpse
[18] schoolstrike4climate
[10] facetheclimateemergency
[6] savecongorainforest

Top Hashtags in Tweet in G2:
[913] flattenthecurve
[279] covid19
[131] coronavirus
[82] staysafe
[81] stayhome
[80] wearamask
[77] socialdistancing
[67] washyourhands
[57] covid
[47] covid_19

Top Hashtags in Tweet in G3:
[355] climatestrikeonline
[286] stayathome
[286] fridaysforfuture
[3] flattenthecurve
[2] schoolstrike4climate
[2] facetheclimateemergency
[1] climatecrisis
[1] covid19
[1] covidisrealke
[1] uhurukenyatta

Top Hashtags in Tweet in G4:
[87] flattenthecurve
[22] covid19
[16] passs386
[15] s386
[12] hr1044
[10] yess386
[9] healthcare
[9] doctors
[8] s386isgoodforamerica
[8] gcbacklog

Top Hashtags in Tweet in G5:
[27] flattenthecurve
[8] covid19
[6] youarewrongbecause
[2] flattenthemasses
[2] coronavirus
[2] dle
[2] forestranger
[2] newyorktough
[2] sunyproud
[1] hyperinflation

Top Hashtags in Tweet in G6:
[79] flattenthecurve
[33] corona
[26] dummheit
[12] mondkapjes
[10] omt
[10] covid__19
[10] covid19
[7] covid19nl
[6] r
[6] takecare

Top Hashtags in Tweet in G7:
[123] covid_19
[1] flattenthecurve

Top Hashtags in Tweet in G8:
[174] flattenthecurve
[173] covid19

Top Hashtags in Tweet in G9:
[117] elections2020
[117] flattenthecurve

Top Hashtags in Tweet in G10:
[124] flattenthecurve
[100] necovid19
[91] inthistogether
[11] showusyourmask
[3] weekend
[3] wic
[2] omaha
[2] lnk
[2] maskup
[2] climatestrikeonline

Top Words
Top Words in Tweet in Entire Graph:
[4006] #flattenthecurve
[2043] week
[1973] school
[1960] #climatestrikeonline
[1951] strike
[1811] keep
[1746] crisis
[1685] climate
[1680] gretathunberg
[1676] go

Top Words in Tweet in G1:
[1661] crisis
[1657] week
[1613] climate
[1605] gretathunberg
[1594] #climatestrikeonline
[1588] strike
[1585] school
[1534] keep
[1531] doesn
[1531] go

Top Words in Tweet in G2:
[913] #flattenthecurve
[279] #covid19
[130] #coronavirus
[82] #staysafe
[81] #stayhome
[80] #wearamask
[77] mask
[77] #socialdistancing
[74] covid
[67] #washyourhands

Top Words in Tweet in G3:
[355] school
[355] strike
[355] week
[355] #climatestrikeonline
[286] patriciakombo
[286] #stayathome
[286] #fridaysforfuture
[285] 57
[285] kenya
[285] act

Top Words in Tweet in G4:
[87] #flattenthecurve
[31] realdonaldtrump
[22] #covid19
[17] act
[17] work
[16] one
[16] #passs386
[16] fairness
[16] high
[16] skilled

Top Words in Tweet in G5:
[112] nygovcuomo
[108] truthsovertrump
[106] pandemic
[105] coronavirus
[104] mobilized
[104] citizens
[104] flatten
[104] curve
[104] america
[104] ground

Top Words in Tweet in G6:
[79] #flattenthecurve
[53] gegen
[47] die
[38] karl_lauterbach
[35] war
[35] heute
[33] #corona
[32] wissen
[32] stuffsalvor
[31] gefährlich

Top Words in Tweet in G7:
[126] days
[124] current
[123] picture
[123] thousand
[123] words
[123] images
[123] show
[123] timeline
[123] speed
[123] getting

Top Words in Tweet in G8:
[174] #flattenthecurve
[173] recorded
[173] #covid19
[173] cases
[173] delta
[173] state
[173] continue
[173] work
[170] iaokowa
[88] 1464

Top Words in Tweet in G9:
[117] american
[117] friends
[117] flatten
[117] ballot
[117] request
[117] curve
[117] #elections2020
[117] #flattenthecurve
[116] marina__vo

Top Words in Tweet in G10:
[124] #flattenthecurve
[100] #necovid19
[94] unmccoph
[91] #inthistogether
[88] nedhhs
[88] mask
[86] healthdouglasco
[56] please
[44] omahapolice
[43] omaha_scanner

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1948] school,strike
[1931] strike,week
[1665] climate,crisis
[1602] crisis,doesn
[1602] doesn,go
[1602] go,summer
[1602] summer,holiday
[1602] holiday,keep
[1600] keep,protesting
[1600] protesting,#climatestrikeonline

Top Word Pairs in Tweet in G1:
[1594] climate,crisis
[1585] school,strike
[1569] strike,week
[1531] crisis,doesn
[1531] doesn,go
[1531] go,summer
[1531] summer,holiday
[1531] holiday,keep
[1529] keep,protesting
[1529] protesting,#climatestrikeonline

Top Word Pairs in Tweet in G2:
[57] covid,19
[39] social,distancing
[38] #covid19,#flattenthecurve
[35] #covid19,#coronavirus
[30] #flattenthecurve,#socialdistancing
[26] help,#flattenthecurve
[26] practicing,social
[25] #flattenthecurve,#covid19
[25] #stopthespread,#flattenthecurve
[24] kids,bored

Top Word Pairs in Tweet in G3:
[355] school,strike
[354] strike,week
[286] #climatestrikeonline,#stayathome
[286] #stayathome,#fridaysforfuture
[285] week,57
[285] 57,kenya
[285] kenya,act
[285] act,emergency
[285] emergency,#climatestrikeonline
[284] patriciakombo,school

Top Word Pairs in Tweet in G4:
[16] fairness,high
[16] high,skilled
[15] skilled,immigrants
[14] immigrants,act
[12] one,work
[12] work,countless
[12] countless,nevadans
[12] nevadans,honored
[12] honored,commitment
[12] commitment,health

Top Word Pairs in Tweet in G5:
[104] nygovcuomo,mobilized
[104] mobilized,citizens
[104] citizens,flatten
[104] flatten,curve
[104] curve,america
[104] america,ground
[104] ground,zero
[104] zero,coronavirus
[104] coronavirus,pandemic
[103] truthsovertrump,nygovcuomo

Top Word Pairs in Tweet in G6:
[32] #flattenthecurve,war
[32] stuffsalvor,karl_lauterbach
[31] miob1781,stuffsalvor
[30] karl_lauterbach,slogan
[30] slogan,#flattenthecurve
[30] war,fehler
[30] fehler,wissen
[30] wissen,heute
[30] heute,gefährlich
[30] gefährlich,virus

Top Word Pairs in Tweet in G7:
[123] picture,thousand
[123] thousand,words
[123] words,images
[123] images,show
[123] show,timeline
[123] timeline,current
[123] current,speed
[123] speed,getting
[123] getting,1000
[123] 1000,#covid_19

Top Word Pairs in Tweet in G8:
[173] #covid19,cases
[173] cases,delta
[173] delta,state
[173] state,continue
[173] continue,work
[173] work,#flattenthecurve
[169] iaokowa,recorded
[88] recorded,1464
[88] 1464,#covid19
[88] #flattenthecurve,curb

Top Word Pairs in Tweet in G9:
[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 G10:
[93] #flattenthecurve,#necovid19
[88] #necovid19,#inthistogether
[83] #inthistogether,unmccoph
[83] unmccoph,nedhhs
[53] mask,#flattenthecurve
[42] nedhhs,omaha_scanner
[42] omaha_scanner,dctreasurer
[38] dctreasurer,omahafiredept
[38] omahafiredept,omahapolice
[34] douglascountyne,dcsheriffne

Top Replied-To
Top Replied-To in Entire Graph:
@gavinnewsom
@govmurphy
@realdonaldtrump
@nygovcuomo
@polenz_r
@cernovich
@qhttw
@govwhitmer
@atrupar
@benjalvarez1

Top Replied-To in G1:
@gretathunberg

Top Replied-To in G4:
@realdonaldtrump
@govmurphy
@govrondesantis
@drdavidsamadi
@massgovernor
@projectlincoln
@anitam86
@positvele
@rob412steelcity
@potus

Top Replied-To in G5:
@nygovcuomo
@cernovich
@nypost
@philgreaves01
@monthly_review
@news4sa
@bryanbenway
@nysuniversitypd

Top Replied-To in G6:
@jakobschlandt
@bigdaddykahl
@the_real_urbsi
@pesla
@parool
@alexandernl
@bosmana
@mkeulemans
@nieuwsuur
@vanhoorn

Top Replied-To in G8:
@iaokowa

Top Replied-To in G10:
@mayorleirion
@healthdouglasco

Top Mentioned
Top Mentioned in Entire Graph:
@gretathunberg
@patriciakombo
@iaokowa
@petra_khoury
@marina__vo
@nygovcuomo
@truthsovertrump
@unmccoph
@healthdouglasco
@nedhhs

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

Top Mentioned in G2:
@ginger_exchange
@flooringdirectx
@egmontinstitute
@wqbelle
@kathycordayusa
@hoponmta
@goinvo
@lawlarpro
@ninjettethereal
@scsconstruction

Top Mentioned in G3:
@patriciakombo
@gretathunberg
@redmayne_robert
@fridays4future
@solo_syn_

Top Mentioned in G4:
@realdonaldtrump
@sencortezmasto
@repzoelofgren
@senategop
@senatedems
@senatemajldr
@senschumer
@senmikelee
@senatordurbin
@senkamalaharris

Top Mentioned in G5:
@truthsovertrump
@nygovcuomo
@pdh_sachsen
@p
@nytimes
@pbanystate
@pdh_berlin
@mikemabee
@ualbany
@ualbanyupd

Top Mentioned in G6:
@karl_lauterbach
@stuffsalvor
@miob1781
@phoenix_de
@rivm
@tijdvooreten
@rki_de
@minvws
@jensspahn
@tmondkapjes

Top Mentioned in G7:
@petra_khoury

Top Mentioned in G8:
@iaokowa
@sundayisima

Top Mentioned in G9:
@marina__vo

Top Mentioned in G10:
@unmccoph
@healthdouglasco
@nedhhs
@omaha_scanner
@dctreasurer
@omahapolice
@omahafiredept
@douglascountyne
@dcsheriffne

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@gocoo_59
@gocoo
@jurylady5
@dynamocooligan
@solutioneer72
@delta
@innovativehindu
@gidi_traffic
@yarosisnancy

Top Tweeters in G1:
@gocoo_59
@gocoo
@chilhon2016lap
@3wombats
@jpjanson
@fabiparraguezm
@raivoonet
@therezafontoura
@daveyk317
@jmhamiltonblog

Top Tweeters in G2:
@miss_placed_
@ladyboarder9669
@layanhinno
@kchernecky
@spasskultur
@joesanders33
@zarill955
@24inmymind
@naturalbeings01
@kevinsinclairsk

Top Tweeters in G3:
@mccarrenbill
@scheerenberger
@uncleprober
@lamhfada
@net2ayurveda
@my2twh
@michaelpurvis64
@pennytindall
@bozzo1931
@brade1991

Top Tweeters in G4:
@reuters
@jetrotter
@foxnews
@therickwilson
@usatoday
@wsj
@cnn
@abc
@oldwac1
@glebbern

Top Tweeters in G5:
@yarosisnancy
@nytimes
@zafarwestern
@nypost
@nydailynews
@cherkalleck
@amandanonumbers
@jengrimes8
@news4sa
@news4buffalo

Top Tweeters in G6:
@volkskrant
@aafkevultink
@chrisklomp
@michael_kunz
@masterprogram1
@tagesschau
@niemieckapolity
@tijdvooreten
@larrymasonbiz
@matthiasfranck

Top Tweeters in G7:
@i3tox8rsobjiftw
@pierreabisaab
@hobeikawissam
@mireillesaliba5
@zspecial1
@fredbteich
@rabihzihri
@k31299
@eliebassil7
@zeinakhodraljaz

Top Tweeters in G8:
@toluolisa
@dauhreen
@chaibuz7
@kingehizojie
@jaustinuche
@pdp_2023
@laurentdarl
@auntyriri
@ainoorh
@bappayayaa

Top Tweeters in G9:
@peopledied2vote
@thebarbarienne
@drgnfly42
@kirkenovak
@sharknoises
@starrykagehinas
@mangoudraws
@i_ailurophile
@sorrykb
@cherylhe

Top Tweeters in G10:
@btkrth
@cozy1950
@omahahostage
@slobotski
@morethanmysle
@seattleid
@llabuda
@omahafired
@hyvee
@chef_lizette