#FlattenTheCurve, Twitter, 9/1/2020 10:21:46 AM, 234093


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#FlattenTheCurve_2020-09-01_02-45-31.xlsx
#FlattenTheCurve_2020-09-01_02-45-31.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 01, 2020
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3benY4O
@gretathunberg
@docassar
@pjcoogan
@866ourvote
@chadwickboseman
@transport_gc
@pazutzin
@ourfuturebot
@pflegedie
@climatechangepa

Top hashtags:
#fridaysforfuture
#schoolstrike4climate
#climatestrike
#flattenthecurve

Description:
Description
The graph represents a network of 6,983 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 Tuesday, 01 September 2020 at 09:48 UTC.

The requested start date was Tuesday, 01 September 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, 14-hour, 45-minute period from Thursday, 20 August 2020 at 09:15 UTC to Tuesday, 01 September 2020 at 00:00 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 : 6983
Unique Edges : 1330
Edges With Duplicates : 13544
Total Edges : 14874
Number of Edge Types : 5
Tweet : 938
Mentions : 692
Replies to : 205
Retweet : 6345
MentionsInRetweet : 6694
Self-Loops : 973
Reciprocated Vertex Pair Ratio : 0.00445103857566766
Reciprocated Edge Ratio : 0.00886262924667651
Connected Components : 642
Single-Vertex Connected Components : 294
Maximum Vertices in a Connected Component : 4772
Maximum Edges in a Connected Component : 10644
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 2.844897
Graph Density : 0.000138856681568156
Modularity : 0.399036
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 6,983 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 Tuesday, 01 September 2020 at 09:48 UTC.

The requested start date was Tuesday, 01 September 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, 14-hour, 45-minute period from Thursday, 20 August 2020 at 09:15 UTC to Tuesday, 01 September 2020 at 00:00 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:
[30] https://www.trendysubs.com/
[16] https://www.carpha.org/Portals/0/Images/COVID-19%20Infographics/Public%20Transportation/PublicTransportation-COVID19-CARPHA.pdf
[10] https://www.mercedes-amg.com/de/footer/emissions-statement.html
[9] https://dt51.net/c/?si=15259&li=1662683&wi=204627&ws=
[7] https://www.rivcoph.org/coronavirus
[6] https://protectingimmigrantfamilies.org/take-action/
[6] https://twitter.com/GretaThunberg/status/1296748619522093056
[6] https://www.worldometers.info/coronavirus/country/us/
[5] https://590games.com/sm-FB
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=233562

Top URLs in Tweet in G1:
[1] https://tweetedtimes.com/v/1741?s=tnp
[1] https://tweetedtimes.com/v/1359?s=tnp

Top URLs in Tweet in G2:
[5] https://590games.com/sm-FB
[4] https://aryanveda.in/
[3] https://linktr.ee/stay6ftapart
[3] https://www.mercerbradley.com/accounting-finance-jobs/working-with-mercer-bradley/
[3] https://www.tasteofhome.com/recipes/no-bake-peanut-butter-treats/
[2] https://easylivingfl.com/things-to-do-during-coronavirus-social-isolation/
[2] https://twitter.com/GretaThunberg/status/1296748619522093056
[2] https://sedo.com/search/details/?partnerid=324561&language=us&domain=riskestimates.com&origin=sales_lander_13&utm_medium=Parking&utm_campaign=offerpage
[2] https://sedo.com/search/details/?partnerid=324561&language=us&domain=riskestimation.com&origin=sales_lander_13&utm_medium=Parking&utm_campaign=offerpage
[2] https://sedo.com/search/details/?partnerid=324561&language=us&domain=riskestimations.com&origin=sales_lander_13&utm_medium=Parking&utm_campaign=offerpage

Top URLs in Tweet in G3:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=233562
[3] https://twitter.com/geraldkutney/status/1299741680162222080
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=233671
[2] https://twitter.com/Jumpsteady/status/1300131110295408640
[2] https://twitter.com/GretaThunberg/status/1296748619522093056
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=233906
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=233470
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=233815
[1] https://twitter.com/GretaThunberg/status/1299241368242581504
[1] https://tweetedtimes.com/apogee711?s=tnp

Top URLs in Tweet in G7:
[16] https://www.carpha.org/Portals/0/Images/COVID-19%20Infographics/Public%20Transportation/PublicTransportation-COVID19-CARPHA.pdf

Top URLs in Tweet in G8:
[1] https://twitter.com/MOH_Kenya/status/1300423973688283137?s=19
[1] https://www.youtube.com/watch?v=432h5aruLJg&feature=youtu.be

[1] https://newsroom.amref.org/news/2020/08/amref-health-africa-in-canada-to-slow-the-spread-of-covid-19-in-sub-saharan-africa-with-additional-funding/
[1] https://twitter.com/Amref_Worldwide/status/1296399902906503173

Top URLs in Tweet in G9:
[1] https://www.canada.ca/en/transport-canada/news/2020/03/new-measures-for-covid-19-response.html
[1] https://tc.canada.ca/en/initiatives/covid-19-measures-updates-guidance-issued-transport-canada/posters-air-travellers#domestic
[1] https://www.tc.gc.ca/en/services/aviation/drone-safety/get-drone-pilot-certificate.html
[1] https://twitter.com/CDS_GC/status/1296441512004386818

Top URLs in Tweet in G10:
[6] https://protectingimmigrantfamilies.org/take-action/
[1] https://www.northjersey.com/story/news/passaic/2020/08/29/passaic-nj-protests-budget-demands-covid-19-relief-immigrants/5669735002/
[1] https://www.cnn.com/2020/08/20/us/systemic-racism-coronavirus-pandemic-trnd/index.html
[1] https://www.scientificamerican.com/article/why-some-people-get-terribly-sick-from-covid-19/
[1] https://www.statnews.com/2020/08/21/the-trump-administrations-public-charge-rule-and-covid-19-bad-policy-at-the-worst-time/
[1] https://www.statnews.com/2020/08/27/three-factors-explain-covid19-burden-on-latinos/
[1] https://www.theatlantic.com/politics/archive/2020/08/contact-tracing-hr-6666-working-us/615637/
[1] https://twitter.com/hale_razor/status/1299706671409684480
[1] https://twitter.com/Telegraph/status/1298728185488699400
[1] https://twitter.com/govmurphy/status/1296861217361932295

Top Domains
Top Domains in Tweet in Entire Graph:
[152] twitter.com
[41] instagram.com
[30] trendysubs.com
[21] youtube.com
[16] carpha.org
[16] sedo.com
[11] nodexlgraphgallery.org
[10] facebook.com
[10] mercedes-amg.com
[9] sap.com

Top Domains in Tweet in G1:
[2] tweetedtimes.com

Top Domains in Tweet in G2:
[63] twitter.com
[35] instagram.com
[16] sedo.com
[7] youtube.com
[7] facebook.com
[7] swarmapp.com
[5] 590games.com
[4] aryanveda.in
[3] linktr.ee
[3] blogspot.com

Top Domains in Tweet in G3:
[11] nodexlgraphgallery.org
[9] twitter.com
[1] tweetedtimes.com

Top Domains in Tweet in G7:
[16] carpha.org

Top Domains in Tweet in G8:
[2] twitter.com
[1] youtube.com
[1] amref.org

Top Domains in Tweet in G9:
[2] canada.ca
[1] gc.ca
[1] twitter.com

Top Domains in Tweet in G10:
[6] protectingimmigrantfamilies.org
[3] twitter.com
[2] statnews.com
[1] northjersey.com
[1] cnn.com
[1] scientificamerican.com
[1] theatlantic.com
[1] instagram.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2440] fridaysforfuture
[2422] schoolstrike4climate
[2415] climatestrike
[2354] flattenthecurve
[1939] facetheclimateemergency
[443] covid19
[228] wearamask
[211] coronavirus
[211] election2020
[121] pienaarspoort



Top Hashtags in Tweet in G1:
[2325] fridaysforfuture
[2325] schoolstrike4climate
[2322] climatestrike
[1866] facetheclimateemergency
[16] climatestrikeonline
[12] flattenthecurve
[7] stayathome
[3] ecology
[1] actonscience

Top Hashtags in Tweet in G2:
[441] flattenthecurve
[121] covid19
[58] coronavirus
[43] socialdistancing
[33] covid_19
[33] staysafe
[28] pandemic
[27] stayhome
[26] stopthespread
[24] wearamask

Top Hashtags in Tweet in G3:
[276] flattenthecurve
[209] election2020
[86] fridaysforfuture
[68] schoolstrike4climate
[65] climatestrike
[51] facetheclimateemergency
[23] climatestrikeonline
[14] planttreessavetheearth
[12] climateemergency
[11] climatechange

Top Hashtags in Tweet in G4:
[241] flattenthecurve
[2] covid19
[1] staysafewithmask
[1] bharatgovernment
[1] justiceforssr

Top Hashtags in Tweet in G5:
[6] covid19
[3] flattenthecurve
[2] golfgate
[1] washyourhands
[1] keepyourdistance

Top Hashtags in Tweet in G6:
[160] flattenthecurve
[4] climatestrike
[4] fridaysforfuture
[4] schoolstrike4climate
[2] facetheclimateemergency
[1] socialdistancing

Top Hashtags in Tweet in G7:
[60] flattenthecurve
[44] corona
[44] neuinfektionen
[43] covid_19
[43] lockdown
[17] covid19
[16] coronavirus
[16] stayhome
[16] stayhomestaysafe
[16] healthycaribbean

Top Hashtags in Tweet in G8:
[35] flattenthecurve
[21] covid19
[14] ad
[13] stopthespread
[11] viralkindness
[6] covid19africa
[4] coronavirus
[4] staysafe
[4] dyk
[4] physicaldistancing

Top Hashtags in Tweet in G9:
[85] canada
[12] flattenthecurve
[8] stayhome
[6] drone
[2] covid19
[1] dronesafety
[1] climatestrike
[1] fridaysforfuture
[1] schoolstrike4climate

Top Hashtags in Tweet in G10:
[36] flattenthecurve
[8] covid19
[8] tesla
[6] maga
[6] protectfamilies
[5] flatearth
[2] maga2020
[2] vmas
[2] publiccharge
[2] ctkag

Top Words
Top Words in Tweet in Entire Graph:
[4372] week
[4304] school
[4300] gretathunberg
[4300] strike
[4296] back
[2448] re
[2441] social
[2440] #fridaysforfuture
[2422] #schoolstrike4climate
[2415] #climatestrike

Top Words in Tweet in G1:
[4196] strike
[4195] week
[4191] school
[4189] gretathunberg
[4179] back
[2325] #fridaysforfuture
[2325] #schoolstrike4climate
[2322] social
[2322] #climatestrike
[2320] 105

Top Words in Tweet in G2:
[441] #flattenthecurve
[120] #covid19
[58] #coronavirus
[43] #socialdistancing
[42] social
[36] covid
[33] die
[33] #covid_19
[33] #staysafe
[32] 19

Top Words in Tweet in G3:
[276] #flattenthecurve
[212] 866ourvote
[210] request
[210] today
[209] #election2020
[208] absentee
[208] ballot
[86] #fridaysforfuture
[85] week
[82] gretathunberg

Top Words in Tweet in G4:
[241] #flattenthecurve
[240] cricketaakash
[237] india
[236] term
[235] haven
[235] heard
[235] longest
[235] time
[235] disappeared
[235] sm

Top Words in Tweet in G5:
[202] grief
[202] over
[202] bloody
[202] hell
[202] wasting
[202] breath
[202] radio
[202] trying
[202] people
[201] pjcoogan

Top Words in Tweet in G6:
[160] happy
[160] 9th
[160] birthday
[160] landon
[160] isn
[160] party
[160] year
[160] family
[160] trying
[160] #flattenthecurve

Top Words in Tweet in G7:
[94] die
[60] #flattenthecurve
[54] wieder
[44] _lautes_denken
[44] #corona
[44] zahl
[44] #neuinfektionen
[44] april
[43] #covid_19
[43] #lockdown

Top Words in Tweet in G8:
[35] #flattenthecurve
[26] bbcstoryworks
[25] spread
[21] #covid19
[17] together
[15] distance
[15] kindness
[14] community
[14] needs
[14] right

Top Words in Tweet in G9:
[90] transport_gc
[85] traveller
[85] arriving
[85] #canada
[85] self
[85] isolate
[85] 14
[85] days
[85] exceptions
[85] place

Top Words in Tweet in G10:
[36] #flattenthecurve
[17] think
[16] realdonaldtrump
[10] re
[8] #covid19
[8] govmurphy
[8] refers
[8] shape
[8] realm
[8] #tesla

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4298] strike,week
[4288] school,strike
[4258] gretathunberg,school
[2409] #fridaysforfuture,#schoolstrike4climate
[2396] #climatestrike,#fridaysforfuture
[2383] week,105
[2372] 105,re
[2372] re,back
[2372] back,social
[2372] social,distant

Top Word Pairs in Tweet in G1:
[4195] strike,week
[4191] school,strike
[4183] gretathunberg,school
[2325] #fridaysforfuture,#schoolstrike4climate
[2320] week,105
[2320] 105,re
[2320] re,back
[2320] back,social
[2320] social,distant
[2320] distant,berlin

Top Word Pairs in Tweet in G2:
[33] #covid19,#flattenthecurve
[31] covid,19
[29] social,distancing
[20] kids,bored
[20] bored,practicing
[20] practicing,social
[18] #stopthespread,#flattenthecurve
[17] distancing,make
[14] #covid19,#coronavirus
[14] #flattenthecurve,#socialdistancing

Top Word Pairs in Tweet in G3:
[208] request,absentee
[208] absentee,ballot
[208] ballot,today
[208] today,#election2020
[208] #election2020,#flattenthecurve
[200] 866ourvote,request
[72] strike,week
[66] school,strike
[57] #fridaysforfuture,#schoolstrike4climate
[54] #climatestrike,#fridaysforfuture

Top Word Pairs in Tweet in G4:
[236] term,#flattenthecurve
[235] haven,heard
[235] heard,term
[235] #flattenthecurve,longest
[235] longest,time
[235] time,india
[235] india,disappeared
[235] disappeared,sm
[234] cricketaakash,haven
[2] cricketaakash,people

Top Word Pairs in Tweet in G5:
[202] grief,over
[202] over,bloody
[202] bloody,hell
[202] hell,wasting
[202] wasting,breath
[202] breath,radio
[202] radio,trying
[202] trying,people
[201] pjcoogan,grief
[201] people,#fla

Top Word Pairs in Tweet in G6:
[160] happy,9th
[160] 9th,birthday
[160] birthday,landon
[160] landon,isn
[160] isn,party
[160] party,year
[160] year,family
[160] family,trying
[160] trying,#flattenthecurve
[159] chadwickboseman,happy

Top Word Pairs in Tweet in G7:
[44] zahl,#neuinfektionen
[43] #corona,#covid_19
[43] #covid_19,#lockdown
[43] #lockdown,die
[43] die,zahl
[43] #neuinfektionen,wieder
[43] wieder,april
[43] april,niveau
[43] niveau,wär
[43] wär,richtige

Top Word Pairs in Tweet in G8:
[14] community,needs
[14] needs,right
[14] right,stop
[14] stop,spread
[14] spread,coronavirus
[14] coronavirus,maintain
[14] maintain,physical
[14] physical,distance
[14] distance,support
[14] support,humanity

Top Word Pairs in Tweet in G9:
[85] traveller,arriving
[85] arriving,#canada
[85] #canada,self
[85] self,isolate
[85] isolate,14
[85] 14,days
[85] days,exceptions
[85] exceptions,place
[85] place,workers
[85] workers,essential

Top Word Pairs in Tweet in G10:
[8] #flattenthecurve,think
[8] think,refers
[8] refers,shape
[8] shape,realm
[8] realm,re
[8] re,think
[8] think,#tesla
[8] #tesla,dr
[8] dr,tammy
[8] tammy,cc

Top Replied-To
Top Replied-To in Entire Graph:
@gretathunberg
@cricketaakash
@nytimes
@usatoday
@no_drama84
@abc
@dispatchalerts
@nygovcuomo
@poorkittie
@profkarolsikora

Top Replied-To in G1:
@gretathunberg

Top Replied-To in G3:
@gretathunberg
@jamie_margolin

Top Replied-To in G4:
@cricketaakash

Top Replied-To in G7:
@_lautes_denken

Top Replied-To in G8:
@ndunguwainaina
@manavsubodh
@amrefssudan

Top Replied-To in G10:
@glad2batheist
@govmurphy
@realjameswoods
@serendipitydizl
@repandybiggsaz
@realdonaldtrump
@ellie203b

Top Mentioned
Top Mentioned in Entire Graph:
@gretathunberg
@cricketaakash
@pjcoogan
@866ourvote
@chadwickboseman
@transport_gc
@knsmoh
@christufton
@metrorailgp
@delamamaresists

Top Mentioned in G1:
@gretathunberg
@akwala

Top Mentioned in G2:
@ginger_exchange
@egmontinstitute
@myjamaicatoday
@domainsmmbb
@afdverbot2021
@wqbelle
@gstirrupcomfort
@agingwisely
@get_chango
@pappababa

Top Mentioned in G3:
@866ourvote
@gretathunberg
@kutubuddin215
@pjcoogan
@docassar
@corbetteva
@atamewani
@coyotegulch
@redmayne_robert
@ilmastolakko

Top Mentioned in G4:
@cricketaakash
@desimourinhoo

Top Mentioned in G5:
@pjcoogan
@ronan_glynn
@simonharristd
@cmoireland
@roinnslainte

Top Mentioned in G6:
@chadwickboseman
@gretathunberg

Top Mentioned in G7:
@_lautes_denken
@pflegedie
@carpha1
@agulstontv6
@skeptikaa
@transport_gc
@gretathunberg

Top Mentioned in G8:
@bbcstoryworks
@who
@amref_worldwide
@amrefssudan
@moh_kenya
@activate1m1b
@melissafleming
@un
@antonioguterres

Top Mentioned in G9:
@transport_gc
@joycemurray
@gretathunberg

Top Mentioned in G10:
@realdonaldtrump
@govmurphy
@tammyparry
@cnn
@weareunidosus
@statnews
@joefigs2
@newsgizzy
@potus
@tuckercarlson

Top Tweeters
Top Tweeters in Entire Graph:
@soldier_777
@animalsholbox
@oldlady12345
@gocoo_59
@gocoo
@sharneal
@rjber15
@teshawnedmonds
@billm9
@sddphoto

Top Tweeters in G1:
@oldlady12345
@gocoo_59
@gocoo
@rjber15
@teshawnedmonds
@billm9
@sddphoto
@bliadhnaichean
@johnjoechad
@politicalbee

Top Tweeters in G2:
@ladyboarder9669
@capetowntrains
@divasmind
@haquemarissa
@europeanberlin
@24inmymind
@caribbeanaccent
@haccpjod
@eklaus
@rlizares

Top Tweeters in G3:
@kcolaizzo
@digyoursoul
@patrick_fenelon
@socratic1
@sandykalano
@asj519
@marti431uew
@orchidlady303
@sistercrow
@bostonjerry

Top Tweeters in G4:
@tarungarg87
@electric_rahul
@fahad_pti
@sourabhaap
@pranav9983
@krishnadw2017
@avinash49465394
@aam_nationalist
@parambeer
@monish_p

Top Tweeters in G5:
@leocullen4
@adunlea
@lindawaters_t
@chezmik
@mariebrod
@luccketimandy
@donegalclaret
@williamhboney1
@ebhodge
@binbluesacked

Top Tweeters in G6:
@jeannie_hartley
@seantheterrible
@emperatriz1827
@casablancaric
@themominatrixx
@centristrn
@andytoronto
@55andwhat
@kathydcl
@redmistoquente

Top Tweeters in G7:
@andreasandy3131
@slimchick1900
@viralvideovlogs
@olympedegouges
@luciamertins
@cupid20d
@skeptikaa
@angela_3110_
@jankosamm
@mybilshop

Top Tweeters in G8:
@valaafshar
@rachelintheoc
@iam_solanki26
@catnip202x
@sdg2030
@pamelafalk
@kapoors_s
@un
@thekopargaonkar
@helenclarknz

Top Tweeters in G9:
@johangreg
@ksp_libs
@flamengo17
@lekh27
@pazutzin
@positive4uk
@tobymac_
@kemosite
@ganhuyag
@joanboyington

Top Tweeters in G10:
@sharneal
@cnn
@desertf26408683
@msnbc
@theatlantic
@serendipitydizl
@northjersey
@weenielinguini
@redfireblueice
@sciam


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