#FlattenTheCurve, Twitter, 9/4/2020 12:25:26 PM, 234333


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#FlattenTheCurve_2020-09-04_02-52-10.xlsx
#FlattenTheCurve_2020-09-04_02-52-10.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 04, 2020
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3jQ8BT5
@gretathunberg
@docassar
@chadwickboseman
@866ourvote
@transport_gc
@pazutzin
@realdonaldtrump
@pjcoogan
@ourfuturebot
@who

Top hashtags:
#flattenthecurve
#fridaysforfuture
#schoolstrike4climate
#climatestrike

Description:
Description
The graph represents a network of 6,921 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, 04 September 2020 at 09:56 UTC.

The requested start date was Thursday, 03 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 12-day, 13-hour, 24-minute period from Friday, 21 August 2020 at 10:31 UTC to Wednesday, 02 September 2020 at 23:55 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 : 6921
Unique Edges : 1502
Edges With Duplicates : 13308
Total Edges : 14810
Number of Edge Types : 5
Retweet : 6119
MentionsInRetweet : 6490
Mentions : 847
Tweet : 1131
Replies to : 223
Self-Loops : 1175
Reciprocated Vertex Pair Ratio : 0.00376732971669681
Reciprocated Edge Ratio : 0.00750638042335986
Connected Components : 722
Single-Vertex Connected Components : 330
Maximum Vertices in a Connected Component : 4454
Maximum Edges in a Connected Component : 9954
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 2.798214
Graph Density : 0.000139079938496642
Modularity : 0.401962
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 6,921 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, 04 September 2020 at 09:56 UTC.

The requested start date was Thursday, 03 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 12-day, 13-hour, 24-minute period from Friday, 21 August 2020 at 10:31 UTC to Wednesday, 02 September 2020 at 23:55 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:
[36] https://www.trendysubs.com/
[14] https://www.carpha.org/Portals/0/Images/COVID-19%20Infographics/Public%20Transportation/PublicTransportation-COVID19-CARPHA.pdf
[10] https://www.worldometers.info/coronavirus/country/us/
[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://twitter.com/GretaThunberg/status/1296748619522093056
[6] https://590games.com/sm-FB
[6] https://www.canada.ca/en/transport-canada/news/2020/03/new-measures-for-covid-19-response.html
[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:
[6] https://590games.com/sm-FB
[5] https://aryanveda.in/
[4] https://twitter.com/westchestergov/status/1300528583992061953
[3] https://www.mercerbradley.com/accounting-finance-jobs/working-with-mercer-bradley/
[3] https://www.crazyforcrust.com/the-best-pudding-cookies-recipe/
[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

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
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=233989
[2] https://twitter.com/Jumpsteady/status/1300131110295408640
[2] https://twitter.com/GretaThunberg/status/1296748619522093056
[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
[1] https://twitter.com/GretaThunberg/status/1299241368242581504

Top URLs in Tweet in G6:
[14] 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:
[36] 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://medium.com/@lawal1998/inferring-change-points-in-the-spread-of-covid-19-nigeria-2064a6e920c8

Top URLs in Tweet in G10:
[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 Domains
Top Domains in Tweet in Entire Graph:
[165] twitter.com
[62] instagram.com
[36] trendysubs.com
[16] youtube.com
[14] nodexlgraphgallery.org
[14] facebook.com
[14] carpha.org
[12] google.com
[11] worldometers.info
[10] sap.com

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

Top Domains in Tweet in G2:
[73] twitter.com
[45] instagram.com
[9] facebook.com
[8] google.com
[6] sedo.com
[6] blogspot.com
[6] 590games.com
[5] aryanveda.in
[4] youtube.com
[4] linkedin.com

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

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

Top Domains in Tweet in G7:
[36] 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:
[1] medium.com

Top Domains in Tweet in G10:
[2] twitter.com
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2660] flattenthecurve
[2208] fridaysforfuture
[2190] schoolstrike4climate
[2184] climatestrike
[1954] facetheclimateemergency
[549] covid19
[340] wearamask
[231] coronavirus
[169] election2020
[161] pienaarspoort



Top Hashtags in Tweet in G1:
[2097] fridaysforfuture
[2097] schoolstrike4climate
[2095] climatestrike
[1878] facetheclimateemergency
[11] climatestrikeonline
[10] flattenthecurve
[5] stayathome
[3] ecology
[1] actonscience

Top Hashtags in Tweet in G2:
[499] flattenthecurve
[150] covid19
[61] coronavirus
[50] staysafe
[36] stopthespread
[35] socialdistancing
[34] stayhome
[33] covid_19
[30] covid
[30] pandemic

Top Hashtags in Tweet in G3:
[244] flattenthecurve
[167] election2020
[85] fridaysforfuture
[67] schoolstrike4climate
[64] climatestrike
[55] 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:
[170] flattenthecurve
[5] climatestrike
[5] fridaysforfuture
[5] schoolstrike4climate
[2] facetheclimateemergency
[1] socialdistancing

Top Hashtags in Tweet in G6:
[98] canada
[27] covid19
[26] flattenthecurve
[22] stayhome
[14] coronavirus
[14] stayhomestaysafe
[14] healthycaribbean
[7] belize
[6] drone
[6] physicaldistancing

Top Hashtags in Tweet in G7:
[77] flattenthecurve
[44] covid19
[37] coronavirus
[37] washyourhands
[36] crona
[36] stayhome
[36] stayhomestaysafe
[35] covid
[35] doyourpart
[9] saturdaywisdom

Top Hashtags in Tweet in G8:
[96] covid19kn
[15] flattenthecurve
[13] staysafe
[9] takeresponsibility
[7] maskup
[6] maskupkano
[5] covid19kano
[1] covid19
[1] nigeria

Top Hashtags in Tweet in G9:
[65] wearyuhmask
[6] flattenthecurve
[1] jamaicavotes

Top Hashtags in Tweet in G10:
[28] flattenthecurve
[18] ad
[14] stopthespread
[13] viralkindness
[8] covid19
[4] coronavirus
[4] covid19africa
[3] fp
[3] srhr
[3] staysafe

Top Words
Top Words in Tweet in Entire Graph:
[4148] week
[4082] school
[4081] back
[4080] gretathunberg
[4074] strike
[2660] #flattenthecurve
[2226] re
[2214] social
[2208] #fridaysforfuture
[2190] #schoolstrike4climate

Top Words in Tweet in G1:
[3977] strike
[3976] week
[3972] school
[3971] gretathunberg
[3965] back
[2097] #fridaysforfuture
[2097] #schoolstrike4climate
[2096] social
[2095] #climatestrike
[2094] 105

Top Words in Tweet in G2:
[499] #flattenthecurve
[149] #covid19
[61] #coronavirus
[50] #staysafe
[45] social
[41] mask
[40] covid
[36] 19
[36] #stopthespread
[35] #socialdistancing

Top Words in Tweet in G3:
[244] #flattenthecurve
[173] 866ourvote
[168] request
[168] today
[167] #election2020
[166] absentee
[166] ballot
[85] #fridaysforfuture
[83] gretathunberg
[81] week

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:
[170] happy
[170] 9th
[170] birthday
[170] landon
[170] isn
[170] party
[170] year
[170] family
[170] trying
[170] #flattenthecurve

Top Words in Tweet in G6:
[107] transport_gc
[98] traveller
[98] arriving
[98] #canada
[98] self
[98] isolate
[98] 14
[98] days
[98] exceptions
[98] place

Top Words in Tweet in G7:
[77] #flattenthecurve
[72] stay
[44] #covid19
[37] #coronavirus
[37] #washyourhands
[36] trendy
[36] updated
[36] #crona
[36] #stayhome
[36] #stayhomestaysafe

Top Words in Tweet in G8:
[144] update
[144] today
[137] case
[101] 2020
[101] recorded
[101] results
[101] received
[96] knsmoh
[96] #covid19kn
[86] samples

Top Words in Tweet in G9:
[65] #wearyuhmask
[60] jlp
[60] led
[60] administration
[60] committed
[60] transparency
[60] providing
[60] ongoing
[60] information
[59] christufton

Top Words in Tweet in G10:
[33] bbcstoryworks
[29] spread
[28] #flattenthecurve
[21] community
[19] together
[18] kindness
[18] needs
[18] right
[18] stop
[18] coronavirus

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4071] strike,week
[4061] school,strike
[4035] gretathunberg,school
[2175] #fridaysforfuture,#schoolstrike4climate
[2163] #climatestrike,#fridaysforfuture
[2150] week,105
[2139] 105,re
[2139] re,back
[2139] back,social
[2139] social,distant

Top Word Pairs in Tweet in G1:
[3976] strike,week
[3972] school,strike
[3966] gretathunberg,school
[2097] #fridaysforfuture,#schoolstrike4climate
[2094] week,105
[2094] 105,re
[2094] re,back
[2094] back,social
[2094] social,distant
[2094] distant,berlin

Top Word Pairs in Tweet in G2:
[36] #covid19,#flattenthecurve
[34] covid,19
[32] social,distancing
[23] #stopthespread,#flattenthecurve
[23] kids,bored
[23] bored,practicing
[23] practicing,social
[21] distancing,make
[17] #covid19,#coronavirus
[17] #flattenthecurve,#socialdistancing

Top Word Pairs in Tweet in G3:
[166] request,absentee
[166] absentee,ballot
[166] ballot,today
[166] today,#election2020
[166] #election2020,#flattenthecurve
[158] 866ourvote,request
[68] strike,week
[64] grief,over
[64] over,bloody
[64] bloody,hell

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:
[170] happy,9th
[170] 9th,birthday
[170] birthday,landon
[170] landon,isn
[170] isn,party
[170] party,year
[170] year,family
[170] family,trying
[170] trying,#flattenthecurve
[169] chadwickboseman,happy

Top Word Pairs in Tweet in G6:
[98] traveller,arriving
[98] arriving,#canada
[98] #canada,self
[98] self,isolate
[98] isolate,14
[98] 14,days
[98] days,exceptions
[98] exceptions,place
[98] place,workers
[98] workers,essential

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

Top Word Pairs in Tweet in G8:
[101] results,received
[101] received,today
[96] #covid19kn,update
[96] 2020,case
[96] case,recorded
[92] knsmoh,#covid19kn
[86] samples,tested
[71] today,laborator
[68] august,2020
[47] update,11

Top Word Pairs in Tweet in G9:
[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 Word Pairs in Tweet in G10:
[18] community,needs
[18] needs,right
[18] right,stop
[18] stop,spread
[18] spread,coronavirus
[18] coronavirus,maintain
[18] maintain,physical
[18] physical,distance
[18] distance,support
[18] support,humanity

Top Replied-To
Top Replied-To in Entire Graph:
@gretathunberg
@cricketaakash
@usatoday
@bag_ofsp_ufsp
@amerix
@nygovcuomo
@glad2batheist
@skynews
@abubakr254
@no_drama84

Top Replied-To in G1:
@gretathunberg

Top Replied-To in G3:
@gretathunberg
@klimavoracht
@jamie_margolin

Top Replied-To in G4:
@cricketaakash

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

Top Replied-To in G10:
@ndunguwainaina

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

Top Mentioned in G1:
@gretathunberg
@akwala

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

Top Mentioned in G3:
@866ourvote
@pjcoogan
@gretathunberg
@docassar
@pflegedie
@kutubuddin215
@corbetteva
@coyotegulch
@atamewani
@realdonaldtrump

Top Mentioned in G4:
@cricketaakash
@desimourinhoo

Top Mentioned in G5:
@chadwickboseman
@gretathunberg

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

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

Top Mentioned in G8:
@knsmoh
@kanostateng
@imamshams
@govumarganduje
@dgawuna
@dr_tyw
@ncdcgov
@fmohnigeria
@kanosphcmb
@sahealth_kano

Top Mentioned in G9:
@christufton
@princezakarenja

Top Mentioned in G10:
@bbcstoryworks
@who
@amref_worldwide
@daktari1
@thesmalls
@raemorrismusic
@whoafro
@africacdc
@mohsouthsudan

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@matthewtwihard
@gocoo_59
@gocoo
@sharneal
@rjber15
@teshawnedmonds
@billm9
@sddphoto
@bliadhnaichean

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

Top Tweeters in G2:
@24inmymind
@caribbeanaccent
@ruthschroeder18
@haccpjod
@eklaus
@rlizares
@fabcojim
@doctorfaustroll
@dan613
@mor10

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:
@jeannie_hartley
@seantheterrible
@emperatriz1827
@casablancaric
@themominatrixx
@centristrn
@andytoronto
@55andwhat
@kathydcl
@redmistoquente

Top Tweeters in G6:
@johangreg
@slimchick1900
@oasismountain
@4everanimalz1
@adriansysnet
@flamengo17
@lekh27
@pazutzin
@positive4uk
@cupid20d

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

Top Tweeters in G8:
@__yellows
@dawisu
@ebullient_____
@officialhudan
@surajbamalli
@citizen_iq
@garbadaru
@topsylafresh
@abubakr_mashi
@princeasadeeq2

Top Tweeters in G9:
@chantipantzi
@nicolaskhan
@__kayygee
@xochannixo
@emo_kerry
@gl0ssycha
@empresstashe
@chaviedon_
@5solae
@veny_meh

Top Tweeters in G10:
@viralvideovlogs
@iam_solanki26
@catnip202x
@thekopargaonkar
@7912acerosslyn
@who
@thexxvijun
@ndunguwainaina
@rahulve74423149
@ddoubleu_u


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