#FlattenTheCurve, Twitter, 3/4/2021 11:41:40 AM, 250079


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#FlattenTheCurve_2021-03-04_03-08-29.xlsx
#FlattenTheCurve_2021-03-04_03-08-29.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 04, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3e9YyJ8
@albertoemachado
@nulleberg
@frankfurtzack
@rosenbusch_
@1chance2020
@m4ttmc87
@lwiehler
@moh_kenya
@systemanalysen
@viennasky

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

Description:
Description
The graph represents a network of 1,749 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 Thursday, 04 March 2021 at 11:11 UTC.

The requested start date was Thursday, 04 March 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, 10-hour, 29-minute period from Thursday, 18 February 2021 at 03:00 UTC to Wednesday, 03 March 2021 at 13:30 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 : 1749
Unique Edges : 1075
Edges With Duplicates : 3251
Total Edges : 4326
Number of Edge Types : 5
Tweet : 1165
Replies to : 156
Mentions : 518
Retweet : 1024
MentionsInRetweet : 1463
Self-Loops : 1192
Reciprocated Vertex Pair Ratio : 0.0201711491442543
Reciprocated Edge Ratio : 0.0395446375074895
Connected Components : 527
Single-Vertex Connected Components : 261
Maximum Vertices in a Connected Component : 468
Maximum Edges in a Connected Component : 1738
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.257761
Graph Density : 0.000545915089760347
Modularity : 0.412524
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 1,749 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 Thursday, 04 March 2021 at 11:11 UTC.

The requested start date was Thursday, 04 March 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, 10-hour, 29-minute period from Thursday, 18 February 2021 at 03:00 UTC to Wednesday, 03 March 2021 at 13:30 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:
[11] https://www.instagram.com/accounts/login/
[10] https://dt51.net/c/?si=15259&li=1662683&wi=204627&ws=
[8] https://www.twitch.tv/nezuryu
[7] https://ocs.sesb.com.my/
[6] https://www.clickasnap.com/i/ne1ntq46qz1i2crq
[6] https://thermogate.net/
[6] https://www.mercerbradley.com/accounting-finance-jobs/working-with-mercer-bradley/
[5] https://robert-hans.pixels.com/
[4] https://www.coviz.org/e2b/2021-03-01/
[4] https://www.coviz.org/e2b/2021-02-25/

Top URLs in Tweet in G1:
[10] https://www.instagram.com/accounts/login/
[10] https://dt51.net/c/?si=15259&li=1662683&wi=204627&ws=
[7] https://ocs.sesb.com.my/
[6] https://www.clickasnap.com/i/ne1ntq46qz1i2crq
[5] https://robert-hans.pixels.com/
[3] https://flooringdirecttexas.com/at-flooring-direct-were-taking-the-coronavirus-covid-19-pandemic-seriously/
[2] https://twitter.com/Braveheart_USA/status/1362507448783949824
[2] https://easylivingfl.com/things-to-do-during-coronavirus-social-isolation/
[2] https://egmontinstitute.be/topics/
[2] https://www.egmontinstitute.be/publications/

Top URLs in Tweet in G2:
[4] https://twitter.com/drbrandner/status/1363431661325717504
[1] https://twitter.com/jorges/status/1363302894334849026

Top URLs in Tweet in G3:
[4] https://www.coviz.org/e2b/2021-02-25/
[4] https://www.coviz.org/e2b/2021-03-01/
[3] https://www.coviz.org/e2b/2021-02-18/
[3] https://www.coviz.org/e2b/2021-02-19/
[3] https://www.coviz.org/e2b/2021-02-27/
[3] https://www.coviz.org/e2b/2021-02-28/
[2] https://www.coviz.org/e2b/2021-03-03/
[2] https://www.coviz.org/e2b/2021-02-21/
[2] https://www.coviz.org/e2b/2021-02-24/
[2] https://www.coviz.org/e2b/2021-03-02/

Top URLs in Tweet in G5:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249759

Top URLs in Tweet in G10:
[1] https://twitter.com/sabdublindr/status/1363215723657592832
[1] https://twitter.com/sinesinead2/status/1363221670354419712
[1] https://twitter.com/tazalot1981/status/1363243169664675840
[1] https://twitter.com/seriousskeptic/status/1363840960560562176
[1] https://twitter.com/dailymailuk/status/1364200672506351618

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1909] flattenthecurve
[387] covid19
[240] wearamask
[127] socialdistancing
[124] coronavirus
[122] stayhome
[117] washyourhands
[89] saulsville
[81] nocovid
[79] leralla



Top Hashtags in Tweet in G1:
[386] flattenthecurve
[95] covid19
[45] socialdistancing
[44] coronavirus
[37] stayathome
[25] wearamask
[25] corona
[23] stayhome
[23] washyourhands
[22] pandemic

Top Hashtags in Tweet in G2:
[86] flattenthecurve
[6] drittewelle
[1] oeffnungsdiskussionsorgien
[1] merkelmussweg

Top Hashtags in Tweet in G3:
[61] flattenthecurve
[55] covid19
[36] coronavirus
[36] stayhome
[36] dataviz
[20] innovation
[18] mask
[18] wearabletech
[18] ai
[18] iot

Top Hashtags in Tweet in G4:
[89] covid19
[84] flattenthecurve
[34] amrefcovid19responseke
[32] raisingthebar
[19] wearamask
[18] covidー19
[15] corona
[6] ipc
[5] physicaldistancing
[4] angamizacorona

Top Hashtags in Tweet in G5:
[59] flattenthecurve
[42] nocovid
[6] covid19

Top Hashtags in Tweet in G6:
[34] flattenthecurve
[1] allesoeffnen
[1] mutationspuffer
[1] nocovid

Top Hashtags in Tweet in G7:
[38] resisters
[38] trumpvirus
[1] flattenthecurve
[1] demvoice1
[1] freshvoicesrise
[1] fresh
[1] texasblackout

Top Hashtags in Tweet in G8:
[58] climatestrikeonline
[29] fridaysforfuture
[27] flattenthecurve
[22] schoolstrike4climate
[13] africaisnotadumpster
[12] facetheclimateemergency
[12] stayathome
[6] climatestrike
[4] climatepromise
[3] climateemergency

Top Hashtags in Tweet in G9:
[23] flattenthecurve
[15] wearamask
[15] covidvaccine
[13] socialdistancing
[12] shelterinplace
[12] covidー19
[12] washyourhands
[12] pandemic
[12] quarantinelife
[12] stayhome

Top Hashtags in Tweet in G10:
[39] flattenthecurve
[3] wecanbezero
[3] endthelockdowns
[2] enoughisenough
[2] endthelockdown
[1] savelives
[1] thenexttwoweeks
[1] tonysconcerned
[1] holdfirm

Top Words
Top Words in Tweet in Entire Graph:
[1909] #flattenthecurve
[517] station
[433] train
[387] #covid19
[240] #wearamask
[212] die
[184] pretoria
[155] covid
[127] #socialdistancing
[124] #coronavirus

Top Words in Tweet in G1:
[386] #flattenthecurve
[95] #covid19
[45] #socialdistancing
[44] #coronavirus
[37] #stayathome
[33] year
[30] home
[29] curve
[26] die
[25] #wearamask

Top Words in Tweet in G2:
[86] #flattenthecurve
[78] nulleberg
[75] jahr
[75] ging
[75] darum
[75] überlastung
[75] gesundheitssystems
[75] vermeiden
[75] hiess
[75] damals

Top Words in Tweet in G3:
[61] #flattenthecurve
[55] #covid19
[36] #coronavirus
[36] #stayhome
[36] #dataviz
[33] today's
[33] global
[33] extrapolation
[33] chart
[33] available

Top Words in Tweet in G4:
[89] #covid19
[84] #flattenthecurve
[81] moh_kenya
[51] guidelines
[48] analyticake
[47] mumo_____
[45] njapitmwaana
[42] ensure
[38] follow
[37] amref_kenya

Top Words in Tweet in G5:
[59] #flattenthecurve
[42] rosenbusch_
[42] märz
[42] 2020
[42] hieß
[42] große
[42] ziel
[42] heute
[42] #nocovid
[42] bzw

Top Words in Tweet in G6:
[34] #flattenthecurve
[34] die
[28] keine
[28] jahr
[27] weniger
[27] kamen
[27] ohne
[27] impfung
[27] grundrechte
[27] freut

Top Words in Tweet in G7:
[76] still
[38] good
[38] day
[38] #resisters
[38] awake
[38] shocked
[38] much
[38] reality
[38] feels
[38] fiction

Top Words in Tweet in G8:
[68] strike
[64] week
[62] school
[58] #climatestrikeonline
[46] gretathunberg
[30] keep
[29] #fridaysforfuture
[27] #flattenthecurve
[22] #schoolstrike4climate
[18] patriciakombo

Top Words in Tweet in G9:
[23] #flattenthecurve
[17] policy
[15] #wearamask
[15] trump
[15] anti
[15] immigrant
[15] costs
[15] lives
[15] undermines
[15] #covidvaccine

Top Words in Tweet in G10:
[39] #flattenthecurve
[32] m4ttmc87
[31] lives
[28] saving
[8] two
[8] more
[6] many
[5] return
[5] costs
[4] weeks

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[140] station,#flattenthecurve
[115] stopping,station
[106] covid,19
[90] train,pretoria
[87] #saulsville,train
[86] #wearamask,#flattenthecurve
[86] #covid19,#flattenthecurve
[80] jahr,ging
[80] ging,darum
[80] darum,überlastung

Top Word Pairs in Tweet in G1:
[34] #covid19,#flattenthecurve
[18] #stayathome,#flattenthecurve
[15] #wearamask,#socialdistancing
[15] #socialdistancing,#washyourhands
[15] schwarzwald,#flattenthecurve
[15] #flattenthecurve,#physicaldistancing
[14] #flattenthecurve,#stayathome
[13] covid,19
[13] #corona,#covid19
[13] #flattenthecurve,#wearamask

Top Word Pairs in Tweet in G2:
[75] jahr,ging
[75] ging,darum
[75] darum,überlastung
[75] überlastung,gesundheitssystems
[75] gesundheitssystems,vermeiden
[75] vermeiden,#flattenthecurve
[75] #flattenthecurve,hiess
[75] hiess,damals
[74] nulleberg,jahr
[6] muß,#drittewelle

Top Word Pairs in Tweet in G3:
[36] #coronavirus,#stayhome
[36] #stayhome,#dataviz
[33] today's,global
[33] global,#covid19
[33] #covid19,extrapolation
[33] extrapolation,chart
[33] chart,available
[33] available,#coronavirus
[19] coviz_org,today's
[19] #dataviz,#flattenth

Top Word Pairs in Tweet in G4:
[32] help,#flattenthecurve
[28] follow,moh_kenya
[25] spread,#covid19
[24] martinmuchangi,lennah3
[24] lennah3,moha_made_
[21] analyticake,yednetworkke
[17] yednetworkke,amref_kenya
[17] eabl_plc,diageo_news
[16] work,home
[15] patriot,yes

Top Word Pairs in Tweet in G5:
[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 G6:
[27] weniger,jahr
[27] jahr,kamen
[27] kamen,#flattenthecurve
[27] #flattenthecurve,ohne
[27] ohne,impfung
[27] impfung,keine
[27] keine,grundrechte
[27] grundrechte,freut
[27] freut,die
[26] narimoldi,weniger

Top Word Pairs in Tweet in G7:
[38] good,day
[38] day,#resisters
[38] #resisters,awake
[38] awake,shocked
[38] shocked,much
[38] much,reality
[38] reality,still
[38] still,feels
[38] feels,fiction
[38] fiction,sometimes

Top Word Pairs in Tweet in G8:
[62] school,strike
[62] strike,week
[25] gretathunberg,school
[21] #climatestrikeonline,gretathunberg
[20] #schoolstrike4climate,#flattenthecurve
[20] #fridaysforfuture,#schoolstrike4climate
[18] patriciakombo,school
[17] covid,19
[14] ongoing,pandemic
[14] pandemic,doing

Top Word Pairs in Tweet in G9:
[15] trump,anti
[15] anti,immigrant
[15] policy,costs
[15] costs,lives
[15] lives,undermines
[15] undermines,#covidvaccine
[15] #covidvaccine,efforts
[15] efforts,act
[15] act,quickly
[13] immigrant,public

Top Word Pairs in Tweet in G10:
[28] saving,lives
[26] lives,#flattenthecurve
[26] m4ttmc87,saving
[5] lives,costs
[4] two,weeks
[4] return,#flattenthecurve
[3] ahh,hello
[3] hello,march
[3] march,2020
[3] 2020,nice

Top Replied-To
Top Replied-To in Entire Graph:
@dienstnavom
@metrorailgp
@yednetworkke
@nulleberg
@ktar923
@talkradio
@yannickkrug
@jibbyjibjabb
@systemanalysen
@karl_lauterbach

Top Replied-To in G2:
@nulleberg
@l0us3n
@ch_zimmer

Top Replied-To in G3:
@derfelthemighty

Top Replied-To in G4:
@yednetworkke

Top Replied-To in G6:
@systemanalysen
@jens_140081
@mkreutzfeldt
@frankfurtzack

Top Replied-To in G9:
@jenniferwexton
@potus
@mmpadellan

Top Replied-To in G10:
@gardainfo

Top Mentioned
Top Mentioned in Entire Graph:
@moh_kenya
@nulleberg
@gretathunberg
@analyticake
@mumo_____
@njapitmwaana
@rosenbusch_
@1chance2020
@amref_kenya
@m4ttmc87

Top Mentioned in G1:
@egmontinstitute
@flooringdirectx
@wqbelle
@applejoe7
@kidkool4u
@malhotratweets
@easylivingfl
@70sbachchan
@lalytatweets

Top Mentioned in G2:
@nulleberg
@ergroovt
@ericdraven1972
@carsten_dierks
@risklayer
@atsticks
@profklarname

Top Mentioned in G3:
@coviz_org
@albertoemachado
@frronconi
@fmfrancoise
@glengilmore
@shamrockspring
@carbonwatchie
@21wire
@dallasfireres_q
@frankfurtzack

Top Mentioned in G4:
@moh_kenya
@analyticake
@mumo_____
@njapitmwaana
@amref_kenya
@yednetworkke
@martinmuchangi
@lennah3
@moha_made_
@kenyabreweries

Top Mentioned in G5:
@rosenbusch_
@21wire
@nulleberg
@technatom909
@albertoemachado

Top Mentioned in G6:
@narimoldi
@frankfurtzack
@systemanalysen
@jens_140081
@mkreutzfeldt
@tazgezwitscher
@rosenbusch_
@nulleberg

Top Mentioned in G7:
@1chance2020

Top Mentioned in G8:
@gretathunberg
@patriciakombo
@fridays4future
@ukscn1
@ys4ccardiff
@fffindia
@fff_digital
@soopajane
@toxicsfree
@fridayforfuture

Top Mentioned in G9:
@dhsgov
@statedept
@potus
@vp
@legalaidnyc
@jhq58
@aoc
@cipillinois_
@chirla
@bakerboy09

Top Mentioned in G10:
@m4ttmc87
@gardainfo

Top Tweeters
Top Tweeters in Entire Graph:
@codegnuts
@viralvideovlogs
@meeksvs
@biasedgirl
@shigerukamioka
@mstyma_
@tam_resist
@gezgintrk
@bbcnews
@bostonglobe

Top Tweeters in G1:
@jansummersalt
@fitasport1
@kidkool4u
@1sandy_n_austin
@ahmedziyadmv
@lobbyfa
@fabcojim
@guragefirst
@djbrez24
@asuute

Top Tweeters in G2:
@uwewolff966
@engelgert
@markrudolph2701
@valandir
@mario_edelmann
@_sbat_
@womawo
@ergroovt
@morocologne1
@schwester_gk

Top Tweeters in G3:
@viralvideovlogs
@gezgintrk
@nicochan33
@akwyz
@norm_berry
@trendsinai
@fabriciosx
@ganjasmokercb
@robotproud
@fmfrancoise

Top Tweeters in G4:
@koechmmanuel
@kokwet_ke
@jaykiluu
@_kamumo
@de
@susan_m
@kokwet_
@kenyagovernors
@_cheruiyot1
@itsmagaki

Top Tweeters in G5:
@frisch_fish
@teite99
@irawibbelink
@21wire
@dieterfink5
@siiavia
@hopaerik
@technatom909
@ang__johnson
@dirk_aus_hessen

Top Tweeters in G6:
@tazgezwitscher
@dilifluhh
@gmbhprobleme
@jens_140081
@picrinat
@sabinemnch1
@ealanicnamara
@mwis24568
@almuth_gbler
@julianezielonka

Top Tweeters in G7:
@aviflygirl
@belladonamodels
@resistersis20
@jay_usmc2
@geraldb95284126
@phillykat25
@angie_keathly
@kathryn_sandy
@tesslass
@jhansigir1

Top Tweeters in G8:
@ourfuturebot
@tamraraven
@julieparker144
@nspugh
@endelstamberg
@greennewdeal_eu
@2006bzz
@rmblaber56
@theartabditory
@toxicsfree

Top Tweeters in G9:
@mmpadellan
@statedept
@gop
@redtdt
@dulcedominguez_
@tmluongo
@sengillibrand
@dhsgov
@legalaidnyc
@sentedcruz

Top Tweeters in G10:
@greenshame
@scrahallia
@bassbluff
@poppy_1233
@lindao888
@m4ttmc87
@throneofcrypto
@amomoto97
@halftwottered
@robertpernod


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