#FlattenTheCurve, Twitter, 7/31/2020 8:25:51 AM, 231471


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#FlattenTheCurve_2020-07-31_00-57-38.xlsx
#FlattenTheCurve_2020-07-31_00-57-38.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 31, 2020
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3hS080P
@gretathunberg
@docassar
@realdonaldtrump
@nygovcuomo
@healthdouglasco
@usaparents
@lixbus
@sapiofoxy
@angie_novotny
@gavinnewsom

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

Description:
Description
The graph represents a network of 5,159 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 Friday, 31 July 2020 at 08:00 UTC.

The requested start date was Friday, 31 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 5-day, 23-hour, 10-minute period from Friday, 24 July 2020 at 13:08 UTC to Thursday, 30 July 2020 at 12:18 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 : 5159
Unique Edges : 2143
Edges With Duplicates : 7722
Total Edges : 9865
Number of Edge Types : 5
Retweet : 3292
MentionsInRetweet : 3729
Tweet : 1331
Replies to : 282
Mentions : 1231
Self-Loops : 1370
Reciprocated Vertex Pair Ratio : 0.0067027027027027
Reciprocated Edge Ratio : 0.0133161512027491
Connected Components : 1029
Single-Vertex Connected Components : 484
Maximum Vertices in a Connected Component : 2043
Maximum Edges in a Connected Component : 4448
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 3.340672
Graph Density : 0.00017497101291005
Modularity : 0.478876
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 5,159 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 Friday, 31 July 2020 at 08:00 UTC.

The requested start date was Friday, 31 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 5-day, 23-hour, 10-minute period from Friday, 24 July 2020 at 13:08 UTC to Thursday, 30 July 2020 at 12:18 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:
[14] https://www.youtube.com/watch?v=0dAzFBhW5Ss&feature=youtu.be

[9] https://www.qualtrics.com/here-to-help/
[9] https://www.trendysubs.com/
[9] https://www.youtube.com/watch?v=Oc7YRHVTJh8&feature=youtu.be

[8] https://mymasks.com/
[7] https://linktr.ee/stay6ftapart
[6] https://www.worldometers.info/coronavirus/country/us/
[5] https://www.twitch.tv/boehser__onkel
[4] http://www.covid.gov.pk
[4] https://590games.com/sm-FB

Top URLs in Tweet in G2:
[9] https://www.trendysubs.com/
[4] http://www.trendysubs.com/
[4] https://590games.com/sm-FB
[4] http://www.covid.gov.pk
[2] https://twitter.com/PitchingNinja/status/1286436042506108934
[2] https://www.otsports.com/
[2] https://sedo.com/search/details/?partnerid=324561&language=us&domain=crowdestimate.com&origin=sales_lander_11&utm_medium=Parking&utm_campaign=offerpage
[2] https://sedo.com/search/details/?partnerid=324561&language=us&domain=crowdestimation.com&origin=sales_lander_11&utm_medium=Parking&utm_campaign=offerpage
[2] https://sedo.com/search/details/?partnerid=324561&language=us&domain=crowdestimates.com&origin=sales_lander_11&utm_medium=Parking&utm_campaign=offerpage
[2] https://sedo.com/search/details/?partnerid=324561&language=us&domain=crowdestimations.com&origin=sales_lander_11&utm_medium=Parking&utm_campaign=offerpage

Top URLs in Tweet in G3:
[1] https://twitter.com/X22Report/status/1287834119263719424
[1] https://twitter.com/ElectProject/status/1288499447031369729
[1] https://www.nbcphiladelphia.com/news/local/lanternflies-return-to-our-area/2482027/
[1] https://twitter.com/mochapoca/status/1288320971557003264
[1] https://twitter.com/mochapoca/status/1288274172238614535
[1] https://www.usnews.com/news/health-news/articles/2020-07-24/over-150-medical-experts-urge-trump-congress-and-states-to-shut-us-down-again-amid-coronavirus-surge
[1] https://xkcd.com/54/
[1] https://twitter.com/RexChapman/status/1287773076080529412
[1] https://twitter.com/DCist/status/1287390969214640128
[1] https://twitter.com/espn/status/1286439883226193923

Top URLs in Tweet in G4:
[1] https://www.facebook.com/news24channel/videos/228064311669377/

Top URLs in Tweet in G7:
[2] https://twitter.com/Karl_Lauterbach/status/1273317702363426816
[1] https://twitter.com/BenjAlvarez1/status/1250563198081740800
[1] https://twitter.com/LarsBoelen/status/1239546914858770438?s=19
[1] https://twitter.com/bzga_de/status/1281204454650449923
[1] https://twitter.com/dge_wissen/status/1275328525621493760
[1] https://twitter.com/Karl_Lauterbach/status/1273317702363426816?s=19
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231138
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231192

Top URLs in Tweet in G8:
[1] https://www.apotheke-adhoc.de/nachrichten/detail/politik/rki-in-grosser-sorge-mehr-corona-infektionen-abseits-von-hotspots/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2603] flattenthecurve
[1655] climatestrikeonline
[895] covid19
[337] coronavirus
[196] stayhome
[185] socialdistancing
[168] wearamask
[162] staysafe
[119] washyourhands
[105] gautengcovid19



Top Hashtags in Tweet in G1:
[1619] climatestrikeonline
[37] flattenthecurve
[22] stayathome
[22] fridaysforfuture
[19] schoolstrike4climate
[11] climatejustice
[11] climateactionnow
[11] frackoffpse
[10] climatestrike
[10] climateemergency

Top Hashtags in Tweet in G2:
[655] flattenthecurve
[206] covid19
[109] coronavirus
[69] staysafe
[66] stayhome
[58] wearamask
[54] socialdistancing
[44] washyourhands
[37] covid_19
[28] covid

Top Hashtags in Tweet in G3:
[51] flattenthecurve
[14] covid19
[10] besafetho
[10] stayhome
[6] coronavirus
[3] covid_19
[2] stopthespread
[2] wwg1wgaworldwide
[2] maskup
[2] covidiots

Top Hashtags in Tweet in G4:
[81] flattenthecurve
[69] inthistogether
[67] necovid19
[14] indiafightscorona
[13] coronaupdatesindia
[13] stayhome
[11] covid19
[8] drswatishow
[8] staysafe
[7] coronavirus

Top Hashtags in Tweet in G5:
[88] covid19
[88] flattenthecurve

Top Hashtags in Tweet in G6:
[132] flattenthecurve
[104] gautengcovid19
[20] pienaarspoort
[19] wearamask
[17] covid19
[14] staysafe
[11] covid19insa
[9] newnormal
[7] stayathome
[6] covid_19sa

Top Hashtags in Tweet in G7:
[20] flattenthecurve
[11] covid__19
[10] mondkapjes
[8] climatestrikeonline
[6] takecare
[6] omt
[6] r
[6] covid19
[5] mondkapjeshelpen
[5] covid19nl

Top Hashtags in Tweet in G8:
[26] flattenthecurve
[7] zweitewelle
[3] covid19
[2] shutdowngermany
[2] covid_19
[2] bildungabersicher
[2] corona
[2] stayathome
[1] mecfs
[1] edeka

Top Hashtags in Tweet in G9:
[1] flattenthecurve
[1] flattenthefear
[1] flatten
[1] climatestrikeonline

Top Hashtags in Tweet in G10:
[37] covid19kn
[2] maskupkano
[2] flattenthecurve
[1] facemask
[1] covid19kano
[1] staysafe

Top Words
Top Words in Tweet in Entire Graph:
[2603] #flattenthecurve
[1722] keep
[1682] go
[1670] school
[1666] week
[1655] #climatestrikeonline
[1650] crisis
[1648] strike
[1642] doesn
[1639] summer

Top Words in Tweet in G1:
[1622] school
[1622] strike
[1622] week
[1619] #climatestrikeonline
[1612] crisis
[1611] gretathunberg
[1611] climate
[1610] summer
[1600] doesn
[1600] go

Top Words in Tweet in G2:
[655] #flattenthecurve
[206] #covid19
[109] #coronavirus
[69] #staysafe
[66] #stayhome
[61] mask
[60] covid
[58] #wearamask
[54] #socialdistancing
[54] 19

Top Words in Tweet in G3:
[51] #flattenthecurve
[23] realdonaldtrump
[17] nygovcuomo
[14] #covid19
[10] life
[10] #besafetho
[10] #stayhome
[9] locksmithbar
[9] go
[7] many

Top Words in Tweet in G4:
[81] #flattenthecurve
[72] क
[69] #inthistogether
[67] #necovid19
[65] healthdouglasco
[61] unmccoph
[58] nedhhs
[54] य
[52] र
[44] स

Top Words in Tweet in G5:
[88] recorded
[88] 1464
[88] #covid19
[88] cases
[88] delta
[88] state
[88] continue
[88] work
[88] #flattenthecurve
[88] curb

Top Words in Tweet in G6:
[132] #flattenthecurve
[104] #gautengcovid19
[79] gp_commsafety
[34] covid
[34] 19
[22] safety
[20] during
[20] #pienaarspoort
[19] spread
[19] citytshwane

Top Words in Tweet in G7:
[24] morethanmysle
[24] dr
[24] fauci
[23] trump
[23] invited
[23] throw
[23] first
[23] pitch
[23] nationals
[23] game

Top Words in Tweet in G8:
[26] #flattenthecurve
[26] die
[10] jensspahn
[7] #zweitewelle
[4] rki_de
[4] vergessen
[4] krankenhäuser
[4] kaum
[3] infizierten
[3] welt

Top Words in Tweet in G9:
[110] deaths
[55] 116
[55] covid
[55] uk
[55] today
[55] according
[55] channel
[55] although
[55] tragic
[55] bet

Top Words in Tweet in G10:
[53] knsmoh
[37] #covid19kn
[37] update
[37] 11
[37] 00pm
[37] 27th
[37] july
[37] 2020
[37] cases
[37] recorded

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1647] school,strike
[1634] strike,week
[1626] gretathunberg,school
[1620] climate,crisis
[1619] crisis,doesn
[1619] doesn,go
[1619] holiday,keep
[1619] keep,protesting
[1618] go,summer
[1618] summer,holiday

Top Word Pairs in Tweet in G1:
[1622] school,strike
[1611] strike,week
[1604] gretathunberg,school
[1600] climate,crisis
[1600] crisis,doesn
[1600] doesn,go
[1600] go,summer
[1600] summer,holiday
[1600] holiday,keep
[1600] keep,protesting

Top Word Pairs in Tweet in G2:
[44] covid,19
[41] #covid19,#flattenthecurve
[35] social,distancing
[25] #covid19,#coronavirus
[22] #staysafe,#flattenthecurve
[21] kids,bored
[21] bored,practicing
[21] practicing,social
[19] help,#flattenthecurve
[19] distancing,make

Top Word Pairs in Tweet in G3:
[10] #besafetho,#flattenthecurve
[10] #flattenthecurve,#stayhome
[6] grab,go
[6] hey,rondesantisfl
[6] rondesantisfl,realdonaldtrump
[6] realdonaldtrump,leadership
[6] leadership,looks
[6] looks,nygovcuomo
[6] nygovcuomo,knows
[5] locksmith,hudson

Top Word Pairs in Tweet in G4:
[64] #flattenthecurve,#necovid19
[60] #necovid19,#inthistogether
[45] #inthistogether,unmccoph
[39] unmccoph,nedhhs
[30] nedhhs,omaha_scanner
[27] omaha_scanner,dctreasurer
[24] dctreasurer,omahafiredept
[24] omahafiredept,omahapolice
[22] mask,#flattenthecurve
[20] dr,swati

Top Word Pairs in Tweet in G5:
[88] recorded,1464
[88] 1464,#covid19
[88] #covid19,cases
[88] cases,delta
[88] delta,state
[88] state,continue
[88] continue,work
[88] work,#flattenthecurve
[88] #flattenthecurve,curb
[88] curb,spread

Top Word Pairs in Tweet in G6:
[85] #gautengcovid19,#flattenthecurve
[34] covid,19
[19] #wearamask,#flattenthecurve
[12] gp_commsafety,covid
[11] party,attend
[11] attend,lead
[11] lead,death
[11] death,loved
[11] loved,one
[11] one,#gautengcovid19

Top Word Pairs in Tweet in G7:
[24] dr,fauci
[23] fauci,trump
[23] trump,invited
[23] invited,throw
[23] throw,first
[23] first,pitch
[23] pitch,nationals
[23] nationals,game
[23] game,major
[23] major,league

Top Word Pairs in Tweet in G8:
[3] die,#zweitewelle
[3] #zweitewelle,#flattenthecurve
[2] #shutdowngermany,jensspahn
[2] jensspahn,mildem
[2] mildem,verlauf
[2] verlauf,mutmaßlich
[2] mutmaßlich,manchen
[2] manchen,patienten
[2] patienten,#covid_19
[2] #covid_19,syndrom

Top Word Pairs in Tweet in G9:
[55] 116,covid
[55] covid,deaths
[55] deaths,uk
[55] uk,today
[55] today,according
[55] according,channel
[55] channel,although
[55] although,deaths
[55] deaths,tragic
[55] tragic,bet

Top Word Pairs in Tweet in G10:
[37] #covid19kn,update
[37] update,11
[37] 11,00pm
[37] 00pm,27th
[37] 27th,july
[37] july,2020
[37] 2020,cases
[37] cases,recorded
[37] recorded,83
[37] 83,results

Top Replied-To
Top Replied-To in Entire Graph:
@gavinnewsom
@govwhitmer
@nasa
@qhttw
@nypost
@govrondesantis
@statehealthin
@nygovcuomo
@alexberenson
@pierredevos

Top Replied-To in G1:
@gretathunberg

Top Replied-To in G2:

Top Replied-To in G3:
@nypost
@nygovcuomo
@projectlincoln
@pulte
@potus
@sentedcruz
@realdonaldtrump
@repmarkwalker
@anitam86
@nbcnews

Top Replied-To in G6:
@gp_commsafety

Top Replied-To in G7:
@anthonystigter
@pesla
@parool
@amecboard
@bosmana
@mkeulemans
@nieuwsuur
@tijdvooreten

Top Replied-To in G8:
@jensspahn
@diese_sirene
@schokomint
@my2cent33044806
@olafrannflfan
@tagesschau
@beerenliebe
@guidevienna
@michael56986218
@bmg_bund

Top Mentioned
Top Mentioned in Entire Graph:
@gretathunberg
@iaokowa
@gp_commsafety
@healthdouglasco
@unmccoph
@nedhhs
@sapiofoxy
@knsmoh
@redtowel4
@r2kcampaign

Top Mentioned in G1:
@gretathunberg
@luketucker_1
@solo_syn_
@unep
@travis4climate
@tukwa2
@patriciakombo
@beccastevensbsb
@wwf

Top Mentioned in G2:
@ginger_exchange
@afdverbot2021
@wqbelle
@egmontinstitute
@supreme_byron
@domainsmmbb
@flooringdirectx
@hoponmta
@goinvo
@lawlarpro

Top Mentioned in G3:
@realdonaldtrump
@nygovcuomo
@locksmithbar
@rondesantisfl
@nationals
@truthsovertrump
@whitehouse
@speakerpelosi
@how_much_risk
@pbanystate

Top Mentioned in G4:
@healthdouglasco
@unmccoph
@nedhhs
@omaha_scanner
@dctreasurer
@omahafiredept
@omahapolice
@drswatishow
@douglascountyne
@dcsheriffne

Top Mentioned in G5:
@iaokowa

Top Mentioned in G6:
@gp_commsafety
@citytshwane
@comradesrace
@metrorailgp

Top Mentioned in G7:
@morethanmysle
@tijdvooreten
@rivm
@minvws
@gretathunberg
@patriciakombo
@tmondkapjes
@volkskrant
@llabuda
@senbobcasey

Top Mentioned in G8:
@jensspahn
@rki_de
@welt
@karl_lauterbach
@markus_soeder
@olafgersemann
@ka_e_vo
@tupfentier
@hh_bsb
@bocuse12

Top Mentioned in G9:
@sapiofoxy
@gretathunberg

Top Mentioned in G10:
@knsmoh
@dr_tyw
@govumarganduje
@hrh_sarkinrano
@kanostateng
@kanosphcmb
@dgawuna

Top Tweeters
Top Tweeters in Entire Graph:
@gocoo_59
@gocoo
@jurylady5
@dynamocooligan
@ejlazar
@solutioneer72
@delta
@homegypsy
@wardj15
@chrisbrey1

Top Tweeters in G1:
@gocoo_59
@gocoo
@homegypsy
@chrisbrey1
@altai_armande
@wwf
@tigerbeat
@domenico1oo777
@pistonmach
@kouzie01

Top Tweeters in G2:
@ladyboarder9669
@layanhinno
@cassandra17lina
@osmehsastavom
@williamtincup
@thefabulousone
@spasskultur
@joesanders33
@24inmymind
@mrsayten

Top Tweeters in G3:
@miss_placed_
@foxnews
@nytimes
@sxdoc
@nypost
@usatoday
@abc
@nydailynews
@nbcnews
@cbsnews

Top Tweeters in G4:
@modifidbhaaarat
@news24tvchannel
@girlhusker84
@russ30327
@zeebusiness
@ccooke6685
@cletushusker
@slobotski
@omahafired
@nebraskasower

Top Tweeters in G5:
@toluolisa
@dauhreen
@jaustinuche
@pdp_2023
@laurentdarl
@bappayayaa
@akaebube
@kaydealz
@okugbenie
@major_dynamic9

Top Tweeters in G6:
@queenofretweet
@cci_network
@cityofjoburgza
@lootgous
@maraenslin
@citytshwane
@sapoliceservice
@thembarajuili
@asvaar17
@kitty46katzy

Top Tweeters in G7:
@volkskrant
@aafkevultink
@ambiimoore
@btkrth
@masterprogram1
@the_nabster
@schiphol
@tijdvooreten
@larrymasonbiz
@ba04990897

Top Tweeters in G8:
@welt
@ntvde
@afp
@tagesspiegel
@tagesschau
@spiegelonline
@faznet
@morgenpost
@sz
@helgebruhn

Top Tweeters in G9:
@thejoedoe1
@stand_withsyria
@dalowdell
@cyborgkilla
@drunknc0nfused
@bluebell2201
@celtichare
@jolinenblue
@woolybully67
@beaglebenn

Top Tweeters in G10:
@dawisu
@ebullient_____
@officialhudan
@garbadaru
@topsylafresh
@isahyunusa_
@marieamsarkie
@mr_abbatee
@musaddiqww
@ashrafmaccido