#FlattenTheCurve, Twitter, 2/26/2021 1:11:39 PM, 249620


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#FlattenTheCurve_2021-02-26_01-37-16.xlsx
#FlattenTheCurve_2021-02-26_01-37-16.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 26, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/2ZZfvNX
@albertoemachado
@frankfurtzack
@21wire
@nulleberg
@gretathunberg
@rmi33149406
@yednetworkke
@rosenbusch_
@roman05171047
@shamrockspring

Top hashtags:
#flattenthecurve
#covid19
#wearamask
#socialdistancing
#stayhome

Description:
Description
The graph represents a network of 2,157 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, 26 February 2021 at 09:40 UTC.

The requested start date was Friday, 26 February 2021 at 01:01 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 13-day, 11-hour, 50-minute period from Friday, 12 February 2021 at 01:09 UTC to Thursday, 25 February 2021 at 13:00 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 : 2157
Unique Edges : 1172
Edges With Duplicates : 3820
Total Edges : 4992
Number of Edge Types : 5
Retweet : 1301
MentionsInRetweet : 1608
Mentions : 612
Tweet : 1313
Replies to : 158
Self-Loops : 1353
Reciprocated Vertex Pair Ratio : 0.0181360201511335
Reciprocated Edge Ratio : 0.0356259277585354
Connected Components : 541
Single-Vertex Connected Components : 270
Maximum Vertices in a Connected Component : 694
Maximum Edges in a Connected Component : 1891
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.353931
Graph Density : 0.000434577674792259
Modularity : 0.430207
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 2,157 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, 26 February 2021 at 09:40 UTC.

The requested start date was Friday, 26 February 2021 at 01:01 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 13-day, 11-hour, 50-minute period from Friday, 12 February 2021 at 01:09 UTC to Thursday, 25 February 2021 at 13:00 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:
[18] https://dt51.net/c/?si=15259&li=1662683&wi=204627&ws=
[13] https://ocs.sesb.com.my/
[11] https://www.instagram.com/accounts/login/
[8] https://www.twitch.tv/nezuryu
[6] https://www.mercerbradley.com/accounting-finance-jobs/working-with-mercer-bradley/
[6] https://www.clickasnap.com/i/ne1ntq46qz1i2crq
[5] https://robert-hans.pixels.com/
[5] https://twitter.com/merry123459/status/1360947864311107587
[5] https://www.pippip.de/dashboard
[4] https://www.coviz.org/e2b/2021-02-25/

Top URLs in Tweet in G1:
[18] https://dt51.net/c/?si=15259&li=1662683&wi=204627&ws=
[10] https://www.instagram.com/accounts/login/
[6] https://www.clickasnap.com/i/ne1ntq46qz1i2crq
[5] https://robert-hans.pixels.com/
[3] http://www.bccancer.bc.ca/covid19
[2] https://twitter.com/nick_moore33/status/1353009348360990726
[2] https://cbdsourceonline.com/
[2] http://CVSoci.al/f5tt399Z
[2] https://www.tasteofhome.com/recipes/no-bake-peanut-butter-treats/
[2] https://thetiptoefairy.com/easy-pudding-cup-finger-paints/

Top URLs in Tweet in G3:
[1] https://twitter.com/Andre1234/status/1276529427682385924?s=20
[1] https://twitter.com/berlinerhedoni1/status/1361633560441028612
[1] https://twitter.com/nhaerting/status/1363044851651137537

Top URLs in Tweet in G4:
[4] https://www.coviz.org/e2b/2021-02-25/
[4] https://www.coviz.org/d1/2021-02-17/ly
[3] https://www.coviz.org/e2b/2021-02-18/
[3] https://www.coviz.org/e2b/2021-02-19/
[2] https://www.coviz.org/e2b/2021-02-21/
[2] https://www.coviz.org/e2b/2021-02-22/
[2] https://www.coviz.org/e2b/2021-02-24/
[2] https://twitter.com/Mlcto_Digiplast/status/1364318515902078977
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=247377
[1] https://www.coviz.org/e2b/2021-02-12/

Top URLs in Tweet in G6:
[1] https://twitter.com/jorges/status/1363302894334849026

Top URLs in Tweet in G7:
[1] https://www.linkedin.com/slink?code=gyaWkcR

Top URLs in Tweet in G9:
[1] https://twitter.com/__sunnysidedown/status/1363726705299386370
[1] https://sto.mv/Estore

Top URLs in Tweet in G10:
[1] https://twitter.com/YEDNetworkKe/status/1361560495921184769
[1] https://www.who.int/emergencies/diseases/novel-coronavirus-2019/advice-for-public/myth-busters
[1] https://www.doctorsworldwide.org/covid-19/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2229] flattenthecurve
[574] covid19
[288] wearamask
[145] socialdistancing
[134] stayhome
[124] saulsville
[122] coronavirus
[122] washyourhands
[115] leralla
[114] climatestrikeonline



Top Hashtags in Tweet in G1:
[418] flattenthecurve
[104] covid19
[56] socialdistancing
[44] coronavirus
[37] stayathome
[33] washyourhands
[30] wearamask
[29] staysafe
[27] pandemic
[25] stayhome

Top Hashtags in Tweet in G2:
[185] flattenthecurve
[185] covid19

Top Hashtags in Tweet in G3:
[18] flattenthecurve
[6] nocovid
[5] zerocovid
[2] allesoeffnen
[2] mutationspuffer
[1] corona
[1] krankenhaus
[1] intensivstation
[1] heinerultras

Top Hashtags in Tweet in G4:
[72] flattenthecurve
[49] covid19
[30] stayhome
[28] coronavirus
[28] dataviz
[21] ai
[20] innovation
[19] iot
[18] mask
[18] wearabletech

Top Hashtags in Tweet in G5:
[110] climatestrikeonline
[55] climatepromise
[33] fridaysforfuture
[29] flattenthecurve
[22] schoolstrike4climate
[15] facetheclimateemergency
[14] africaisnotadumpster
[11] stayathome
[4] climatestrike
[3] climatechangeisreal

Top Hashtags in Tweet in G6:
[74] flattenthecurve
[1] oeffnungsdiskussionsorgien
[1] merkelmussweg

Top Hashtags in Tweet in G7:
[2] flattenthecurve
[1] covidiots
[1] terminationpayments
[1] researchinstitutions
[1] ukuniversities
[1] reimagineresearch
[1] scipol
[1] uuk
[1] rri
[1] researchculture

Top Hashtags in Tweet in G8:
[56] flattenthecurve
[42] nocovid
[10] verdoppelungszeit
[1] r_wert
[1] kh
[1] immunität
[1] 100infizierteje100k
[1] 35infizierteje100k

Top Hashtags in Tweet in G9:
[4] flattenthecurve
[3] covid19
[1] covid19vaccination
[1] stopthespread
[1] staysafe

Top Hashtags in Tweet in G10:
[77] covid19
[63] flattenthecurve
[26] amrefcovid19responseke
[18] covidー19
[13] raisingthebar
[12] ipc
[4] angamizacorona
[4] covid19pandemic
[3] wearamask
[3] physicaldistancing

Top Words
Top Words in Tweet in Entire Graph:
[2230] #flattenthecurve
[693] station
[574] #covid19
[534] train
[287] #wearamask
[229] pretoria
[227] reality
[193] news
[192] lot
[187] closer

Top Words in Tweet in G1:
[418] #flattenthecurve
[104] #covid19
[56] #socialdistancing
[44] #coronavirus
[37] #stayathome
[33] #washyourhands
[30] #wearamask
[29] #staysafe
[27] curve
[27] #pandemic

Top Words in Tweet in G2:
[185] lot
[185] closer
[185] reality
[185] mainstream
[185] news
[185] #flattenthecurve
[185] #covid19
[184] 21wire

Top Words in Tweet in G3:
[100] frankfurtzack
[98] 2020
[98] millionen
[97] experten
[97] berechneten
[97] april
[97] deutschland
[97] menschen
[97] beatmet
[97] müssen

Top Words in Tweet in G4:
[72] #flattenthecurve
[49] #covid19
[30] #stayhome
[29] albertoemachado
[28] #coronavirus
[28] #dataviz
[24] today's
[24] global
[24] extrapolation
[24] chart

Top Words in Tweet in G5:
[117] strike
[116] week
[113] school
[110] #climatestrikeonline
[97] gretathunberg
[80] keep
[69] patriciakombo
[58] 77
[58] leaders
[56] #fridaysforfut

Top Words in Tweet in G6:
[74] #flattenthecurve
[73] nulleberg
[70] jahr
[70] ging
[70] darum
[70] überlastung
[70] gesundheitssystems
[70] vermeiden
[70] hiess
[70] damals

Top Words in Tweet in G7:
[2] change
[2] #flattenthecurve
[2] dgurdasani1
[2] dbetteracademia
[2] morimahmoudi
[2] reneebleau
[2] suzanne_garrett
[2] evidencebase_im
[2] braincures
[2] marikasboros

Top Words in Tweet in G8:
[56] #flattenthecurve
[47] 10
[44] 2020
[42] märz
[42] hieß
[42] große
[42] ziel
[42] heute
[42] #nocovid
[42] bzw

Top Words in Tweet in G9:
[30] male
[29] effective
[29] today
[29] vehicle
[29] ban
[29] imposed
[29] greater
[29] area
[29] 1800
[29] 0600

Top Words in Tweet in G10:
[77] #covid19
[63] #flattenthecurve
[35] israel_adam_
[35] fight
[35] together
[34] moh_kenya
[33] ensure
[31] guidelines
[29] analyticake
[28] njapitmwaana

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[206] #flattenthecurve,#covid19
[201] station,#flattenthecurve
[188] news,#flattenthecurve
[187] lot,closer
[187] closer,reality
[187] reality,mainstream
[187] mainstream,news
[185] 21wire,lot
[185] stopping,station
[129] train,pretoria

Top Word Pairs in Tweet in G1:
[35] #covid19,#flattenthecurve
[22] social,distancing
[21] kids,bored
[21] bored,practicing
[21] practicing,social
[18] covid,19
[18] #stayathome,#flattenthecurve
[18] distancing,make
[18] #doejemee,#handmade
[18] #handmade,#diy

Top Word Pairs in Tweet in G2:
[185] lot,closer
[185] closer,reality
[185] reality,mainstream
[185] mainstream,news
[185] news,#flattenthecurve
[185] #flattenthecurve,#covid19
[184] 21wire,lot

Top Word Pairs in Tweet in G3:
[97] experten,berechneten
[97] berechneten,april
[97] april,2020
[97] 2020,deutschland
[97] deutschland,millionen
[97] millionen,menschen
[97] menschen,beatmet
[97] beatmet,müssen
[97] müssen,handelte
[96] frankfurtzack,experten

Top Word Pairs in Tweet in G4:
[28] #coronavirus,#stayhome
[28] #stayhome,#dataviz
[24] today's,global
[24] global,#covid19
[24] #covid19,extrapolation
[24] extrapolation,chart
[24] chart,available
[24] available,#coronavirus
[18] #mask,future
[18] future,#innovation

Top Word Pairs in Tweet in G5:
[113] school,strike
[113] strike,week
[71] #climatestrikeonline,gretathunberg
[69] patriciakombo,school
[58] week,77
[55] 77,dear
[55] dear,world
[55] world,leaders
[55] leaders,keep
[55] keep,#climatepromise

Top Word Pairs in Tweet in G6:
[70] jahr,ging
[70] ging,darum
[70] darum,überlastung
[70] überlastung,gesundheitssystems
[70] gesundheitssystems,vermeiden
[70] vermeiden,#flattenthecurve
[70] #flattenthecurve,hiess
[70] hiess,damals
[69] nulleberg,jahr

Top Word Pairs in Tweet in G7:
[2] dgurdasani1,dbetteracademia
[2] dbetteracademia,morimahmoudi
[2] morimahmoudi,reneebleau
[2] reneebleau,suzanne_garrett
[2] suzanne_garrett,evidencebase_im
[2] evidencebase_im,braincures
[2] braincures,marikasboros

Top Word Pairs in Tweet in G8:
[42] märz,2020
[42] 2020,hieß
[42] hieß,große
[42] große,ziel
[42] ziel,#flattenthecurve
[42] #flattenthecurve,heute
[42] heute,#nocovid
[42] #nocovid,bzw
[42] bzw,inzidenz
[42] inzidenz,10

Top Word Pairs in Tweet in G9:
[29] effective,today
[29] today,vehicle
[29] vehicle,ban
[29] ban,imposed
[29] imposed,greater
[29] greater,male
[29] male,area
[29] area,1800
[29] 1800,0600
[29] 0600,hours

Top Word Pairs in Tweet in G10:
[17] #flattenthecurve,let's
[17] moh_kenya,#covid19
[17] #covid19,guidelines
[16] help,#flattenthecurve
[16] adhering,moh_kenya
[16] guidelines,essential
[16] essential,community
[16] community,#flattenthecurve
[15] ensure,follow
[15] wash,hands

Top Replied-To
Top Replied-To in Entire Graph:
@dienstnavom
@metrorailgp
@nulleberg
@ktar923
@talkradio
@tagesschau
@yannickkrug
@shomburg
@kirkleescouncil
@climateciaran

Top Replied-To in G3:
@jens_140081
@schachmaty

Top Replied-To in G4:
@climateciaran
@dgehirnwurm
@faznet
@dirtytranzing
@rtenews
@horclas
@derfelthemighty
@leovaradkar
@mocatterson

Top Replied-To in G6:
@nulleberg
@ch_zimmer

Top Replied-To in G7:
@ramonasinger
@dgurdasani1

Top Replied-To in G8:
@themadritter
@reitschuster

Top Replied-To in G10:
@lennah3

Top Mentioned
Top Mentioned in Entire Graph:
@21wire
@frankfurtzack
@gretathunberg
@nulleberg
@patriciakombo
@rosenbusch_
@1chance2020
@israel_adam_
@moh_kenya
@m4ttmc87

Top Mentioned in G1:
@ginger_exchange
@egmontinstitute
@flooringdirectx
@easylivingfl
@nick_moore33
@peninsulaclc
@applejoe7
@kidkool4u
@malhotratweets

Top Mentioned in G2:
@21wire

Top Mentioned in G3:
@frankfurtzack
@clauskleber
@jens_140081
@schachmaty
@mirjana_2011
@nulleberg
@rosenbusch_

Top Mentioned in G4:
@albertoemachado
@coviz_org
@fmfrancoise
@glengilmore
@frronconi
@gretathunberg
@shamrockspring
@carbonwatchie
@yednetworkke
@whitehouse

Top Mentioned in G5:
@gretathunberg
@patriciakombo
@fridays4future
@cocacola
@wakiodorcas
@ukscn1
@ys4ccardiff
@ynohabialuz
@elijahmckenzee
@fffindia

Top Mentioned in G6:
@nulleberg
@atsticks
@profklarname

Top Mentioned in G7:
@change
@dbetteracademia
@morimahmoudi
@reneebleau
@suzanne_garrett
@evidencebase_im
@braincures
@marikasboros
@proftimnoakes
@bolderesident

Top Mentioned in G8:
@rosenbusch_
@technatom909
@mail_celal
@reitschuster
@nulleberg
@frankfurtzack

Top Mentioned in G9:
@policemv
@fathikafayaz
@sto_homeimp
@stoplc

Top Mentioned in G10:
@israel_adam_
@moh_kenya
@analyticake
@njapitmwaana
@amref_kenya
@perakkenya
@baringo_county
@yednetworkke
@lennah3

Top Tweeters
Top Tweeters in Entire Graph:
@ez4u2say_janis
@codegnuts
@mmjblair
@saizdeku
@viralvideovlogs
@dcexaminer
@unathi_kwaza
@shigerukamioka
@illathhassan
@bbcnews

Top Tweeters in G1:
@fitasport1
@zarill955
@kidkool4u
@1sandy_n_austin
@ahmedziyadmv
@lobbyfa
@fabcojim
@djbrez24
@preachinghobbit
@stereodruide

Top Tweeters in G2:
@princessofwails
@spacettf
@ban_animal_test
@ds13_manon
@martianlobotomy
@people1stplanet
@6echelon
@dpsisi
@mandyjanevernon
@ganais_anais

Top Tweeters in G3:
@bernd471
@therealjoe_1958
@zoniman
@brennstoff
@karenlennartz
@lehrbuda
@mac_villain
@olejanson
@jens_140081
@picrinat

Top Tweeters in G4:
@gezgintrk
@nicochan33
@akwyz
@trendsinai
@thecuriousluke
@fabriciosx
@ganjasmokercb
@robotproud
@fmfrancoise
@faznet

Top Tweeters in G5:
@btkrth
@cocacola
@giraldo35
@ourfuturebot
@tamraraven
@noahsarkcrew
@angueraramon30
@lovetruenature
@emi_ny7hsc
@frau_mensch

Top Tweeters in G6:
@uwewolff966
@engelgert
@markrudolph2701
@valandir
@mario_edelmann
@_sbat_
@womawo
@morocologne1
@fraumerkek
@glenda35197340

Top Tweeters in G7:
@schneiderleonid
@mbalter
@hrw
@proftimnoakes
@seis_matters
@reddit
@marikasboros
@truthsayerodet1
@un_women
@jeremyfarrar

Top Tweeters in G8:
@frisch_fish
@teite99
@irawibbelink
@stoergroessem
@dieterfink5
@siiavia
@hopaerik
@technatom909
@janamh
@dirk_aus_hessen

Top Tweeters in G9:
@illathhassan
@nafee77
@dyingregime
@ibbelatheef
@2deadfish
@ishan_inz
@reemadamibrahim
@sharaff__
@muallimsays
@adam_funama

Top Tweeters in G10:
@who
@jaykiluu
@reliefweb
@who_europe
@kokwet_
@kenyagovernors
@itsmagaki
@godmannki
@moh_kenya
@amref_kenya


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