#FlattenTheCurve, Twitter, 9/2/2020 8:19:41 AM, 234192


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#FlattenTheCurve_2020-09-02_01-04-01.xlsx
#FlattenTheCurve_2020-09-02_01-04-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 02, 2020
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3blTQV2
@gretathunberg
@docassar
@866ourvote
@chadwickboseman
@pjcoogan
@transport_gc
@pazutzin
@realdonaldtrump
@who
@ourfuturebot

Top hashtags:
#fridaysforfuture
#flattenthecurve
#schoolstrike4climate
#climatestrike

Description:
Description
The graph represents a network of 6,907 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 Wednesday, 02 September 2020 at 08:07 UTC.

The requested start date was Wednesday, 02 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, 23-hour, 47-minute period from Friday, 21 August 2020 at 00:13 UTC to Wednesday, 02 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 : 6907
Unique Edges : 1316
Edges With Duplicates : 13555
Total Edges : 14871
Number of Edge Types : 5
Retweet : 6280
MentionsInRetweet : 6610
Tweet : 1011
Replies to : 197
Mentions : 773
Self-Loops : 1049
Reciprocated Vertex Pair Ratio : 0.00406932931424265
Reciprocated Edge Ratio : 0.00810567397178025
Connected Components : 660
Single-Vertex Connected Components : 298
Maximum Vertices in a Connected Component : 4697
Maximum Edges in a Connected Component : 10570
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 2.822378
Graph Density : 0.000139665325653124
Modularity : 0.392576
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 6,907 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 Wednesday, 02 September 2020 at 08:07 UTC.

The requested start date was Wednesday, 02 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, 23-hour, 47-minute period from Friday, 21 August 2020 at 00:13 UTC to Wednesday, 02 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:
[31] https://www.trendysubs.com/
[15] 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=
[9] https://www.worldometers.info/coronavirus/country/us/
[8] https://www.rivcoph.org/coronavirus
[6] https://twitter.com/GretaThunberg/status/1296748619522093056
[5] https://twitter.com/westchestergov/status/1300528583992061953
[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://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=233562
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=233671
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=233989
[3] https://twitter.com/geraldkutney/status/1299741680162222080
[2] https://twitter.com/GretaThunberg/status/1296748619522093056
[2] https://twitter.com/Jumpsteady/status/1300131110295408640
[1] https://www.rki.de/DE/Content/Infekt/EpidBull/Archiv/2020/Ausgaben/41_20.pdf?__blob=publicationFile
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=233470
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=233815
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=233906

Top URLs in Tweet in G3:
[5] https://590games.com/sm-FB
[5] https://twitter.com/westchestergov/status/1300528583992061953
[4] https://aryanveda.in/
[3] https://www.mercerbradley.com/accounting-finance-jobs/working-with-mercer-bradley/
[3] https://thetiptoefairy.com/easy-pudding-cup-finger-paints/
[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
[2] https://linktr.ee/stay6ftapart

Top URLs in Tweet in G6:
[15] https://www.carpha.org/Portals/0/Images/COVID-19%20Infographics/Public%20Transportation/PublicTransportation-COVID19-CARPHA.pdf
[1] https://www.tc.gc.ca/en/initiatives/covid-19-measures-updates-guidance-tc.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://www.canada.ca/en/transport-canada/news/2020/03/new-measures-for-covid-19-response.html

Top URLs in Tweet in G7:
[31] https://www.trendysubs.com/
[5] https://protectingimmigrantfamilies.org/take-action/
[1] https://boston.cbslocal.com/2020/04/27/massachusetts-coronavirus-gov-charlie-baker-update/
[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.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

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

[1] https://twitter.com/Amref_Worldwide/status/1300683295177478146
[1] https://twitter.com/MOH_Kenya/status/1300423973688283137?s=19

Top URLs in Tweet in G9:
[1] https://medium.com/@lawal1998/inferring-change-points-in-the-spread-of-covid-19-nigeria-2064a6e920c8

Top Domains
Top Domains in Tweet in Entire Graph:
[152] twitter.com
[59] instagram.com
[31] trendysubs.com
[15] youtube.com
[15] carpha.org
[14] nodexlgraphgallery.org
[11] facebook.com
[10] google.com
[10] swarmapp.com
[10] sap.com

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

Top Domains in Tweet in G2:
[14] nodexlgraphgallery.org
[9] twitter.com
[1] rki.de
[1] tweetedtimes.com

Top Domains in Tweet in G3:
[64] twitter.com
[39] instagram.com
[9] facebook.com
[6] sedo.com
[6] google.com
[5] blogspot.com
[5] 590games.com
[4] youtube.com
[4] aryanveda.in
[3] egmontinstitute.be

Top Domains in Tweet in G6:
[15] carpha.org
[2] gc.ca
[2] canada.ca

Top Domains in Tweet in G7:
[31] trendysubs.com
[5] protectingimmigrantfamilies.org
[3] twitter.com
[2] statnews.com
[1] cbslocal.com
[1] northjersey.com
[1] cnn.com
[1] theatlantic.com
[1] instagram.com

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

Top Domains in Tweet in G9:
[1] medium.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2440] fridaysforfuture
[2429] flattenthecurve
[2422] schoolstrike4climate
[2417] climatestrike
[1948] facetheclimateemergency
[501] covid19
[297] wearamask
[216] coronavirus
[170] election2020
[146] pienaarspoort



Top Hashtags in Tweet in G1:
[2323] fridaysforfuture
[2323] schoolstrike4climate
[2322] climatestrike
[1874] facetheclimateemergency
[11] flattenthecurve
[11] climatestrikeonline
[5] stayathome
[3] ecology
[1] actonscience

Top Hashtags in Tweet in G2:
[244] flattenthecurve
[168] election2020
[87] fridaysforfuture
[69] schoolstrike4climate
[66] climatestrike
[52] facetheclimateemergency
[23] climatestrikeonline
[14] planttreessavetheearth
[12] climateemergency
[11] climatechange

Top Hashtags in Tweet in G3:
[446] flattenthecurve
[139] covid19
[57] coronavirus
[46] staysafe
[36] stopthespread
[33] socialdistancing
[31] stayhome
[30] covid_19
[29] pandemic
[28] covid

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

Top Hashtags in Tweet in G5:
[166] flattenthecurve
[5] climatestrike
[5] fridaysforfuture
[5] schoolstrike4climate
[2] facetheclimateemergency
[1] socialdistancing

Top Hashtags in Tweet in G6:
[93] canada
[26] flattenthecurve
[25] covid19
[23] stayhome
[15] coronavirus
[15] stayhomestaysafe
[15] healthycaribbean
[7] belize
[6] drone
[6] wearamask

Top Hashtags in Tweet in G7:
[69] flattenthecurve
[37] covid19
[31] coronavirus
[31] crona
[31] stayhome
[31] washyourhands
[31] stayhomestaysafe
[30] covid
[30] doyourpart
[9] saturdaywisdom

Top Hashtags in Tweet in G8:
[28] flattenthecurve
[17] ad
[13] covid19
[12] stopthespread
[11] viralkindness
[5] covid19africa
[4] coronavirus
[3] fp
[3] srhr
[3] staysafe

Top Hashtags in Tweet in G9:
[88] covid19kn
[13] flattenthecurve
[11] staysafe
[7] takeresponsibility
[7] maskup
[5] covid19kano
[4] maskupkano
[1] covid19
[1] nigeria

Top Hashtags in Tweet in G10:
[65] wearyuhmask
[6] flattenthecurve
[1] jamaicavotes

Top Words
Top Words in Tweet in Entire Graph:
[4378] week
[4312] school
[4310] gretathunberg
[4309] back
[4305] strike
[2456] re
[2440] #fridaysforfuture
[2436] social
[2429] #flattenthecurve
[2422] #schoolstrike4climate

Top Words in Tweet in G1:
[4199] strike
[4198] week
[4194] school
[4194] gretathunberg
[4187] back
[2323] #fridaysforfuture
[2323] #schoolstrike4climate
[2322] social
[2322] #climatestrike
[2320] 105

Top Words in Tweet in G2:
[244] #flattenthecurve
[174] 866ourvote
[169] request
[169] today
[168] #election2020
[167] absentee
[167] ballot
[135] pjcoogan
[122] grief
[122] over

Top Words in Tweet in G3:
[446] #flattenthecurve
[138] #covid19
[57] #coronavirus
[46] #staysafe
[39] social
[36] #stopthespread
[34] covid
[33] #socialdistancing
[32] mask
[31] #stayhome

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:
[166] happy
[166] 9th
[166] birthday
[166] landon
[166] isn
[166] party
[166] year
[166] family
[166] trying
[166] #flattenthecurve

Top Words in Tweet in G6:
[99] transport_gc
[93] traveller
[93] arriving
[93] #canada
[93] self
[93] isolate
[93] 14
[93] days
[93] exceptions
[93] place

Top Words in Tweet in G7:
[69] #flattenthecurve
[62] stay
[37] #covid19
[31] trendy
[31] updated
[31] #coronavirus
[31] #crona
[31] #stayhome
[31] #washyourhands
[31] #stayhomestaysafe

Top Words in Tweet in G8:
[30] bbcstoryworks
[28] #flattenthecurve
[27] spread
[20] community
[17] together
[17] needs
[17] right
[17] stop
[17] coronavirus
[17] maintain

Top Words in Tweet in G9:
[130] update
[130] today
[122] case
[93] 2020
[93] recorded
[93] results
[93] received
[88] knsmoh
[88] #covid19kn
[74] samples

Top Words in Tweet in G10:
[65] #wearyuhmask
[60] jlp
[60] led
[60] administration
[60] committed
[60] transparency
[60] providing
[60] ongoing
[60] information
[59] christufton

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4303] strike,week
[4293] school,strike
[4265] gretathunberg,school
[2409] #fridaysforfuture,#schoolstrike4climate
[2397] #climatestrike,#fridaysforfuture
[2384] week,105
[2373] 105,re
[2373] re,back
[2373] back,social
[2373] social,distant

Top Word Pairs in Tweet in G1:
[4198] strike,week
[4194] school,strike
[4188] gretathunberg,school
[2323] #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:
[167] request,absentee
[167] absentee,ballot
[167] ballot,today
[167] today,#election2020
[167] #election2020,#flattenthecurve
[159] 866ourvote,request
[122] grief,over
[122] over,bloody
[122] bloody,hell
[122] hell,wasting

Top Word Pairs in Tweet in G3:
[37] #covid19,#flattenthecurve
[29] covid,19
[28] social,distancing
[23] #stopthespread,#flattenthecurve
[20] kids,bored
[20] bored,practicing
[20] practicing,social
[18] distancing,make
[16] #covid19,#coronavirus
[15] #stayhome,#staysafe

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:
[166] happy,9th
[166] 9th,birthday
[166] birthday,landon
[166] landon,isn
[166] isn,party
[166] party,year
[166] year,family
[166] family,trying
[166] trying,#flattenthecurve
[165] chadwickboseman,happy

Top Word Pairs in Tweet in G6:
[93] traveller,arriving
[93] arriving,#canada
[93] #canada,self
[93] self,isolate
[93] isolate,14
[93] 14,days
[93] days,exceptions
[93] exceptions,place
[93] place,workers
[93] workers,essential

Top Word Pairs in Tweet in G7:
[31] stay,trendy
[31] trendy,stay
[31] stay,updated
[31] updated,#coronavirus
[31] #coronavirus,#crona
[31] #crona,#stayhome
[31] #stayhome,#washyourhands
[31] #washyourhands,#stayhomestaysafe
[30] #stayhomestaysafe,#covid19
[30] #covid19,#covid

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

Top Word Pairs in Tweet in G9:
[93] results,received
[93] received,today
[88] #covid19kn,update
[88] 2020,case
[88] case,recorded
[84] knsmoh,#covid19kn
[74] samples,tested
[68] august,2020
[63] today,laborator
[47] update,11

Top Word Pairs in Tweet in G10:
[60] #wearyuhmask,jlp
[60] jlp,led
[60] led,administration
[60] administration,committed
[60] committed,transparency
[60] transparency,providing
[60] providing,ongoing
[60] ongoing,information
[59] christufton,#wearyuhmask
[59] information,stil

Top Replied-To
Top Replied-To in Entire Graph:
@gretathunberg
@cricketaakash
@usatoday
@glad2batheist
@abubakr254
@nygovcuomo
@no_drama84
@dispatchalerts
@poorkittie
@profkarolsikora

Top Replied-To in G1:
@gretathunberg

Top Replied-To in G2:
@gretathunberg
@jamie_margolin

Top Replied-To in G4:
@cricketaakash

Top Replied-To in G7:
@usatoday
@glad2batheist
@cnnbrk
@foxnews
@abc
@katieglueck
@nytimes
@usatgraphics
@skynews
@newsgizzy

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

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

Top Mentioned in G1:
@gretathunberg
@akwala

Top Mentioned in G2:
@866ourvote
@pjcoogan
@gretathunberg
@pflegedie
@docassar
@kutubuddin215
@corbetteva
@atamewani
@coyotegulch
@realdonaldtrump

Top Mentioned in G3:
@ginger_exchange
@myjamaicatoday
@egmontinstitute
@afdverbot2021
@domainsmmbb
@get_chango
@pappababa
@wqbelle
@rlizares

Top Mentioned in G4:
@cricketaakash
@desimourinhoo

Top Mentioned in G5:
@chadwickboseman
@gretathunberg

Top Mentioned in G6:
@transport_gc
@carpha1
@agulstontv6
@dhsbelize
@gretathunberg

Top Mentioned in G7:
@realdonaldtrump
@cnn
@tammyparry
@govmurphy
@mox__fulder
@itstimlove
@harrybarden2003
@billnye
@jraaage
@gozergozarion

Top Mentioned in G8:
@bbcstoryworks
@who
@amref_worldwide
@amrefssudan
@daktari1
@melissafleming
@un
@antonioguterres
@narendramodi

Top Mentioned in G9:
@knsmoh
@kanostateng
@imamshams
@govumarganduje
@dgawuna
@dr_tyw
@ncdcgov
@fmohnigeria
@kanosphcmb
@sahealth_kano

Top Mentioned in G10:
@christufton
@princezakarenja

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

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

Top Tweeters in G2:
@leocullen4
@kcolaizzo
@digyoursoul
@patrick_fenelon
@socratic1
@sandykalano
@asj519
@marti431uew
@orchidlady303
@sistercrow

Top Tweeters in G3:
@24inmymind
@caribbeanaccent
@haccpjod
@eklaus
@rlizares
@fabcojim
@doctorfaustroll
@mor10
@boyackey_badmen
@radio_azureus

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

Top Tweeters in G5:
@jeannie_hartley
@seantheterrible
@emperatriz1827
@casablancaric
@themominatrixx
@centristrn
@andytoronto
@55andwhat
@kathydcl
@redmistoquente

Top Tweeters in G6:
@johangreg
@slimchick1900
@oasismountain
@adriansysnet
@flamengo17
@lekh27
@pazutzin
@positive4uk
@cupid20d
@tobymac_

Top Tweeters in G7:
@sharneal
@foxnews
@skynews
@nytimes
@usatoday
@cnn
@abc
@desertf26408683
@msnbc
@theatlantic

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

Top Tweeters in G9:
@__yellows
@dawisu
@ebullient_____
@officialhudan
@surajbamalli
@topsylafresh
@abubakr_mashi
@princeasadeeq2
@ahmad_gogel
@tafidaridwan

Top Tweeters in G10:
@chantipantzi
@nicolaskhan
@__kayygee
@xochannixo
@emo_kerry
@gl0ssycha
@empresstashe
@chaviedon_
@5solae
@veny_meh


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