#FlattenTheCurve, Twitter, 9/15/2020 3:48:58 PM, 235175


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#FlattenTheCurve_2020-09-15_02-49-21.xlsx
#FlattenTheCurve_2020-09-15_02-49-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 15, 2020
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/2ZG9Xbt
@gretathunberg
@docassar
@namugerwaleah
@realdonaldtrump
@connichi
@michael_kunz
@amref_kenya
@martelocris
@final_space_
@privycouncilca

Top hashtags:
#climatestrike
#flattenthecurve
#covid19
#staysafe
#wearamask

Description:
Description
The graph represents a network of 6,229 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, 15 September 2020 at 09:53 UTC.

The requested start date was Tuesday, 15 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, 11-hour, 48-minute period from Thursday, 03 September 2020 at 12:12 UTC to Tuesday, 15 September 2020 at 00:01 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 : 6229
Unique Edges : 1918
Edges With Duplicates : 12637
Total Edges : 14555
Number of Edge Types : 5
Replies to : 290
Mentions : 1003
Retweet : 5605
MentionsInRetweet : 6111
Tweet : 1546
Self-Loops : 1609
Reciprocated Vertex Pair Ratio : 0.00664290343486714
Reciprocated Edge Ratio : 0.0131981329470465
Connected Components : 902
Single-Vertex Connected Components : 413
Maximum Vertices in a Connected Component : 3519
Maximum Edges in a Connected Component : 8826
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 3.252161
Graph Density : 0.000160152756808155
Modularity : 0.402209
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 6,229 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, 15 September 2020 at 09:53 UTC.

The requested start date was Tuesday, 15 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, 11-hour, 48-minute period from Thursday, 03 September 2020 at 12:12 UTC to Tuesday, 15 September 2020 at 00:01 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:
[28] https://wonkedition.se/english/news/2020-news/2020-08-24-changemaker-oseriemen-atamewan-challenging-to-plant-trees.html
[25] https://www.trendysubs.com/
[20] https://dt51.net/c/?si=15259&li=1662683&wi=204627&ws=
[20] https://www.nzz.ch/meinung/corona-was-ist-der-worst-case-ld.1573762?mktcid=smsh&fbclid=IwAR0083LK8PTPQbvCXXR4yVos-soxAngp6TcdKlJusgVxeCsnKi2fbySOd2M&mktcval=Facebook&reduced=true
[12] https://www.worldometers.info/coronavirus/country/us/
[11] https://www.rivcoph.org/coronavirus
[10] https://590games.com/sm-FB
[10] https://www.reddit.com/r/india/comments/imx1zu/flattening_the_question_hour_curve/?utm_medium=android_app&utm_source=share
[9] https://aryanveda.in/
[8] https://www.qualtrics.com/here-to-help/

Top URLs in Tweet in G1:
[1] https://tweetedtimes.com/v/460?s=tnp
[1] https://twitter.com/MelanieBergma18/status/1253559898648035329
[1] https://tweetedtimes.com/UNBELFUTURO?s=tnp

Top URLs in Tweet in G2:
[2] https://wonkedition.se/english/news/2020-news/2020-08-24-changemaker-oseriemen-atamewan-challenging-to-plant-trees.html

Top URLs in Tweet in G3:
[20] https://dt51.net/c/?si=15259&li=1662683&wi=204627&ws=
[10] https://590games.com/sm-FB
[4] https://vlebazaar.in/
[4] https://www.countryliving.com/food-drinks/g2364/mug-cakes/
[3] https://www.peter-writeforme.com/
[3] https://www.allrecipes.com/recipe/240641/salt-dough/
[3] https://www.tasteofhome.com/recipes/no-bake-peanut-butter-treats/
[3] https://thetiptoefairy.com/easy-pudding-cup-finger-paints/
[3] https://www.crazyforcrust.com/the-best-pudding-cookies-recipe/
[2] https://easylivingfl.com/mental-health-covid-19/

Top URLs in Tweet in G4:
[26] https://wonkedition.se/english/news/2020-news/2020-08-24-changemaker-oseriemen-atamewan-challenging-to-plant-trees.html
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=234840
[2] https://www.canada.ca/en/transport-canada/news/2020/03/new-measures-for-covid-19-response.html
[1] https://twitter.com/fuerzatucson/status/1302702221037985793
[1] https://amref.org/coronavirus/
[1] https://twitter.com/Travis4Climate/status/1304470649201659912
[1] https://twitter.com/GretaThunberg/status/1301766029052448769
[1] https://twitter.com/GretaThunberg/status/1304303264113008641
[1] http://radish.org/block-party/
[1] https://twitter.com/WeManifestPeace/status/1304323238600880128

Top URLs in Tweet in G5:
[1] https://twitter.com/Book_Fair/status/1303304551756374016
[1] https://online.connichi.de/

Top URLs in Tweet in G6:
[3] https://www.rbdresearchlab.com/
[3] https://www.youtube.com/watch?v=qG1igarUZOA

[1] https://twitter.com/davidaxelrod/status/1305143087635877892
[1] https://twitter.com/michaeljfell/status/1304587737820000257
[1] https://twitter.com/realDonaldTrump/status/1304511871152795650
[1] https://twitter.com/NYGovCuomo/status/1304078910045421568
[1] https://medicalnewsbulletin.com/why-continue-to-flatten-the-curve/
[1] https://www.nytimes.com/2020/09/10/world/covid-19-coronavirus.html?action=click&module=Top%20Stories&pgtype=Homepage#link-39f95f8a
[1] https://sanfrancisco.cbslocal.com/?p=835123
[1] https://twitter.com/sorrelroanypony/status/1301130864479399939

Top URLs in Tweet in G7:
[1] https://twitter.com/ImamShams/status/1301636909702275072

Top URLs in Tweet in G8:
[1] https://www.cp24.com/video?clipId=2030288&binId=1.1127680&playlistPageNum=1
[1] https://twitter.com/Sflecce/status/1299447853891424257
[1] https://twitter.com/sflecce/status/1303098509198008320

Top URLs in Tweet in G10:
[2] https://twitter.com/stadtmuenchen/status/1302948625799155714
[1] https://twitter.com/stadtmuenchen/status/1304396573258985472

Top Domains
Top Domains in Tweet in Entire Graph:
[224] twitter.com
[87] instagram.com
[36] youtube.com
[28] wonkedition.se
[25] trendysubs.com
[20] dt51.net
[20] nzz.ch
[14] facebook.com
[12] worldometers.info
[12] reddit.com

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

Top Domains in Tweet in G2:
[2] wonkedition.se

Top Domains in Tweet in G3:
[103] twitter.com
[35] instagram.com
[20] dt51.net
[15] youtube.com
[11] swarmapp.com
[10] 590games.com
[5] blogspot.com
[5] facebook.com
[5] tumblr.com
[4] dy.si

Top Domains in Tweet in G4:
[26] wonkedition.se
[10] nodexlgraphgallery.org
[6] twitter.com
[2] canada.ca
[1] amref.org
[1] radish.org
[1] theconversation.com
[1] gc.ca
[1] zeit.de
[1] nose.in

Top Domains in Tweet in G5:
[1] twitter.com
[1] connichi.de

Top Domains in Tweet in G6:
[7] twitter.com
[3] rbdresearchlab.com
[3] youtube.com
[2] alberta.ca
[1] medicalnewsbulletin.com
[1] nytimes.com
[1] cbslocal.com

Top Domains in Tweet in G7:
[1] twitter.com

Top Domains in Tweet in G8:
[2] twitter.com
[1] cp24.com

Top Domains in Tweet in G10:
[3] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2930] climatestrike
[2838] flattenthecurve
[639] covid19
[342] staysafe
[303] wearamask
[287] coronavirus
[152] socialdistancing
[147] stayhome
[147] covid19kn
[144] covid_19



Top Hashtags in Tweet in G1:
[2539] climatestrike
[33] fridaysforfuture
[32] schoolstrike4climate
[30] climatestrikeonline
[30] flattenthecurve
[21] facetheclimateemergency
[17] stayathome
[4] rt
[3] awis4future
[3] fighteverycrisis

Top Hashtags in Tweet in G2:
[271] climatestrike
[5] facetheclimateemergency
[4] climatestrikeonline
[2] schoolstrike4climate
[2] flattenthecurve
[2] stayathome
[1] savebugomaforest
[1] fridaysforfuture

Top Hashtags in Tweet in G3:
[645] flattenthecurve
[160] covid19
[76] coronavirus
[64] staysafe
[56] covid_19
[45] socialdistancing
[38] washyourhands
[34] stayhome
[33] pandemic
[30] wearamask

Top Hashtags in Tweet in G4:
[121] flattenthecurve
[105] climatestrike
[60] fridaysforfuture
[48] climatestrikeonline
[47] schoolstrike4climate
[35] stayathome
[30] facetheclimateemergency
[21] ad
[20] covid19
[15] stopthespread

Top Hashtags in Tweet in G5:
[110] conline20
[2] flattenthecurve
[1] climatestrike
[1] staysafe

Top Hashtags in Tweet in G6:
[115] flattenthecurve
[54] covid19
[23] election2020
[14] coronavirus
[14] pandemic
[13] socialdistancing
[8] editorialcartoon
[8] coronavirusguy
[8] flattenthebullshit
[7] covıd19

Top Hashtags in Tweet in G7:
[147] covid19kn
[30] flattenthecurve
[28] staysafe
[22] takeresponsibility
[22] maskupkano
[6] maskup
[4] covid19kano
[1] staysafestayhealthy

Top Hashtags in Tweet in G8:
[34] flattenthecurve
[8] onted
[4] firelecce
[3] onpoli
[3] safeseptember
[2] unsafeseptemberon
[2] unsafeseptember
[1] votefordout2022
[1] safeseptemberon
[1] smallerissafer

Top Hashtags in Tweet in G9:
[61] thankyouthursday
[61] gc
[1] flattenthecurve

Top Hashtags in Tweet in G10:
[7] flattenthecurve
[4] inzidenzwert
[1] protectnurses
[1] aharegel

Top Words
Top Words in Tweet in Entire Graph:
[6249] strike
[3563] week
[3418] school
[3409] covid
[3381] 19
[2977] keep
[2969] social
[2932] gretathunberg
[2930] #climatestrike
[2929] distance

Top Words in Tweet in G1:
[5113] strike
[2581] week
[2576] school
[2564] gretathunberg
[2547] keep
[2540] social
[2539] #climatestrike
[2534] covid
[2534] 19
[2533] remember

Top Words in Tweet in G2:
[924] strike
[803] week
[762] forest
[657] school
[413] covid
[413] 19
[383] climate
[381] 82
[381] cover
[381] reduced

Top Words in Tweet in G3:
[645] #flattenthecurve
[160] #covid19
[76] #coronavirus
[64] #staysafe
[59] covid
[57] social
[56] #covid_19
[46] 19
[45] #socialdistancing
[45] 000

Top Words in Tweet in G4:
[185] strike
[144] week
[131] school
[121] #flattenthecurve
[105] #climatestrike
[81] gretathunberg
[74] distance
[63] keep
[60] covid
[60] #fridaysforfuture

Top Words in Tweet in G5:
[254] die
[111] covid
[111] 19
[110] heute
[110] 18
[110] uhr
[110] startet
[110] #conline20
[110] fallzahlen
[110] aktuell

Top Words in Tweet in G6:
[115] #flattenthecurve
[54] #covid19
[24] nygovcuomo
[23] request
[23] absentee
[23] ballot
[23] today
[23] #election2020
[22] realdonaldtrump
[22] canadians

Top Words in Tweet in G7:
[237] update
[237] today
[189] case
[180] tested
[174] samples
[160] total
[147] #covid19kn
[147] september
[147] 2020
[147] recorded

Top Words in Tweet in G8:
[58] sflecce
[42] continue
[40] kids
[34] #flattenthecurve
[34] start
[34] return
[34] class
[34] province
[33] guard
[33] down

Top Words in Tweet in G9:
[61] #thankyouthursday
[61] #gc
[61] employees
[61] worked
[61] tirelessly
[61] response
[61] pandemic
[61] role
[61] counts
[60] privycouncilca

Top Words in Tweet in G10:
[107] die
[51] medizinische
[51] versorgung
[51] bevölkerung
[51] bedroht
[51] weil
[51] mitarbeiter
[51] gesundheitssystems
[51] besonderen
[51] belastungen

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3377] school,strike
[3368] covid,19
[2981] strike,week
[2910] gretathunberg,school
[2875] social,distance
[2865] follow,covid
[2864] strike,remember
[2864] remember,keep
[2864] keep,social
[2864] distance,follow

Top Word Pairs in Tweet in G1:
[2576] school,strike
[2576] strike,week
[2557] gretathunberg,school
[2534] covid,19
[2533] strike,remember
[2533] remember,keep
[2533] keep,social
[2533] social,distance
[2533] distance,follow
[2533] follow,covid

Top Word Pairs in Tweet in G2:
[657] school,strike
[413] covid,19
[381] strike,climate
[381] climate,week
[381] week,82
[381] 82,forest
[381] forest,cover
[381] cover,reduced
[381] reduced,bugoma
[381] bugoma,forest

Top Word Pairs in Tweet in G3:
[44] covid,19
[38] social,distancing
[32] #covid19,#flattenthecurve
[32] kids,bored
[32] bored,practicing
[32] practicing,social
[29] distancing,make
[22] #flattenthecurve,#covid_19
[22] ginger_exchange,kids
[20] #stayhome,#staysafe

Top Word Pairs in Tweet in G4:
[131] school,strike
[117] strike,week
[69] gretathunberg,school
[58] covid,19
[53] strike,remember
[53] remember,keep
[53] keep,social
[53] social,distance
[53] distance,follow
[53] follow,covid

Top Word Pairs in Tweet in G5:
[111] covid,19
[110] heute,18
[110] 18,uhr
[110] uhr,startet
[110] startet,die
[110] die,#conline20
[110] #conline20,die
[110] die,covid
[110] 19,fallzahlen
[110] fallzahlen,aktuell

Top Word Pairs in Tweet in G6:
[23] request,absentee
[23] absentee,ballot
[23] ballot,today
[23] today,#election2020
[23] #election2020,#flattenthecurve
[22] #flattenthecurve,#covid19
[20] lawyerscomm,request
[14] #covid19,#flattenthecurve
[11] #flattenthecurve,canadians
[11] canadians,demonstrated

Top Word Pairs in Tweet in G7:
[174] samples,tested
[147] #covid19kn,update
[147] september,2020
[147] received,today
[140] knsmoh,#covid19kn
[129] results,received
[102] 2020,case
[102] case,recorded
[90] tested,today
[90] today,kano

Top Word Pairs in Tweet in G8:
[33] kids,start
[33] start,return
[33] return,class
[33] class,guard
[33] guard,down
[33] down,ontario
[33] ontario,continue
[33] continue,demonstrate
[33] demonstrate,best
[33] best,province

Top Word Pairs in Tweet in G9:
[61] #thankyouthursday,#gc
[61] #gc,employees
[61] employees,worked
[61] worked,tirelessly
[61] tirelessly,response
[61] response,pandemic
[61] pandemic,role
[61] role,counts
[60] privycouncilca,#thankyouthursday

Top Word Pairs in Tweet in G10:
[51] die,medizinische
[51] medizinische,versorgung
[51] versorgung,bevölkerung
[51] bevölkerung,bedroht
[51] bedroht,weil
[51] weil,die
[51] die,mitarbeiter
[51] mitarbeiter,gesundheitssystems
[51] gesundheitssystems,besonderen
[51] besonderen,belastungen

Top Replied-To
Top Replied-To in Entire Graph:
@bag_ofsp_ufsp
@sflecce
@nygovcuomo
@abubakr254
@realdonaldtrump
@jonrothstein
@michaelemann
@skynews
@araschle
@celliottability

Top Replied-To in G1:
@gretathunberg

Top Replied-To in G4:
@michaelemann
@weather_west
@klimavoracht
@weatherprof
@njoroge_kamau
@mtetezi_ogari
@spectatorindex

Top Replied-To in G6:
@nygovcuomo
@realdonaldtrump
@joebiden
@bedrgeorge
@socalaura
@nycmta_problems
@kitrick22
@gocoast
@nycpba
@justin__2015

Top Replied-To in G8:
@sflecce
@flybyni92971977
@citycynthia
@irresistumble
@mrporkchopian
@parentaction4ed

Top Mentioned
Top Mentioned in Entire Graph:
@gretathunberg
@namugerwaleah
@martelocris
@knsmoh
@connichi
@metrorailgp
@privycouncilca
@kanostateng
@ngcomcommission
@pflegedie

Top Mentioned in G1:
@gretathunberg
@namugerwaleah
@parents4future
@travis4climate
@martelocris
@ffftelangana
@patriciakombo
@fridays4future
@cleantechwatch

Top Mentioned in G2:
@namugerwaleah
@gretathunberg
@martelocris
@atamewani
@redmayne_robert
@fridays4future
@licypriyak
@fff_digital
@fffcolombia

Top Mentioned in G3:
@ginger_exchange
@myjamaicatoday
@afdverbot2021
@egmontinstitute
@flooringdirectx
@kathycordayusa
@gstirrupcomfort
@annbauerwriter
@rubenmdzt
@easylivingfl

Top Mentioned in G4:
@gretathunberg
@bbcstoryworks
@atamewani
@amref_worldwide
@namugerwaleah
@chadwickboseman
@redmayne_robert
@who
@transport_gc
@transitionface

Top Mentioned in G5:
@connichi
@cosplaydcm
@gretathunberg

Top Mentioned in G6:
@lawyerscomm
@realdonaldtrump
@nygovcuomo
@cpho_canada
@america_partii
@nycmayor
@nygov
@cmoh_alberta
@justintrudeau
@jeepindia

Top Mentioned in G7:
@knsmoh
@kanostateng
@imamshams
@govumarganduje
@dgawuna
@dr_tyw
@kanosphcmb
@sahealth_kano
@aaibrahm

Top Mentioned in G8:
@sflecce
@cp24
@gurdeepa
@robochodo
@savewildbees
@ruckmaker
@citycynthia
@amberbowenfored
@cbctoronto
@cbcnews

Top Mentioned in G9:
@privycouncilca
@namugerwaleah

Top Mentioned in G10:
@pflegedie
@gradl
@anniemuc

Top Tweeters
Top Tweeters in Entire Graph:
@gocoo_59
@gocoo
@ejlazar
@rjber15
@roblwilson
@ginniasa
@gidi_traffic
@bliadhnaichean
@drdaveanddee
@citrus_kyoto

Top Tweeters in G1:
@gocoo_59
@gocoo
@roblwilson
@ginniasa
@drdaveanddee
@citrus_kyoto
@miguelhilargiak
@stockguy61
@katcapps
@altai_armande

Top Tweeters in G2:
@rjber15
@john1966olsen
@padakitty
@ccafaro1
@wdwdisneyland7
@richrake
@saccay
@brade1991
@o_g_log
@cinghsian

Top Tweeters in G3:
@mtnbvan
@kchernecky
@brenner_colleen
@madamyez
@trazlersgal
@agent301x
@flmomnygirl
@joanneintexas
@gianlucacfh
@24inmymind

Top Tweeters in G4:
@johangreg
@allan_crawshaw
@gezgintrk
@dawnroseturner
@tessie0526
@caro_salinas
@cbsnews
@robertalai
@pazutzin
@beretta_gio

Top Tweeters in G5:
@bitsubachi
@rannilein
@struppiii
@aiisrafel
@skvllgr3y
@beneathstarligh
@xxki_chan
@katniss_dean
@_kohsuke_
@faeriekanon

Top Tweeters in G6:
@amadii
@meeksvs
@wtf_imtooold
@travelbug1955
@viralvideovlogs
@tblackwe85
@abuvh2o
@asilisart
@michaeljfell
@somecanuckchick

Top Tweeters in G7:
@__yellows
@dawisu
@ebullient_____
@officialhudan
@citizen_iq
@garbadaru
@topsylafresh
@tijanihabeeb
@princeasadeeq2
@bankydot

Top Tweeters in G8:
@chuddles11
@cbcnews
@cp24
@cbctoronto
@casciatowriting
@theviger
@ianvista
@hbardell1
@webldwebuy
@robinmartinpc

Top Tweeters in G9:
@prochristopher
@debbiebghcsc
@crusader_4_cos
@environmentca
@canembukraine
@trueintegrity87
@tcs_sdc
@omaralghabra
@paulhdavidson
@deenamsh

Top Tweeters in G10:
@andreasandy3131
@newborl
@thesismum
@rolandgiersig
@die_socke
@mafrilidaheim
@schmidt_fu
@konradsybille
@jfohringer
@len_1977