#FlattenTheCurve, Twitter, 3/5/2021 10:25:03 AM, 250148


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#FlattenTheCurve_2021-03-05_01-37-16.xlsx
#FlattenTheCurve_2021-03-05_01-37-16.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 05, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3roHYcg
@albertoemachado
@nulleberg
@frankfurtzack
@rosenbusch_
@m4ttmc87
@lwiehler
@moh_kenya
@systemanalysen
@viennasky
@narimoldi

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

Description:
Description
The graph represents a network of 1,581 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, 05 March 2021 at 09:40 UTC.

The requested start date was Friday, 05 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 12-day, 12-hour, 14-minute period from Friday, 19 February 2021 at 01:15 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 : 1581
Unique Edges : 974
Edges With Duplicates : 2948
Total Edges : 3922
Number of Edge Types : 5
Tweet : 1013
Replies to : 140
Mentions : 471
Retweet : 938
MentionsInRetweet : 1360
Self-Loops : 1038
Reciprocated Vertex Pair Ratio : 0.0199733688415446
Reciprocated Edge Ratio : 0.0391644908616188
Connected Components : 474
Single-Vertex Connected Components : 230
Maximum Vertices in a Connected Component : 428
Maximum Edges in a Connected Component : 1643
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.263932
Graph Density : 0.000613295542798581
Modularity : 0.415795
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 1,581 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, 05 March 2021 at 09:40 UTC.

The requested start date was Friday, 05 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 12-day, 12-hour, 14-minute period from Friday, 19 February 2021 at 01:15 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/
[8] https://dt51.net/c/?si=15259&li=1662683&wi=204627&ws=
[6] https://thermogate.net/
[6] https://ocs.sesb.com.my/
[6] https://www.twitch.tv/nezuryu
[5] https://www.mercerbradley.com/accounting-finance-jobs/working-with-mercer-bradley/
[4] https://www.coviz.org/e2b/2021-03-01/
[4] https://www.coviz.org/e2b/2021-02-25/
[4] https://www.clickasnap.com/i/ne1ntq46qz1i2crq
[4] https://robert-hans.pixels.com/

Top URLs in Tweet in G1:
[10] https://www.instagram.com/accounts/login/
[8] https://dt51.net/c/?si=15259&li=1662683&wi=204627&ws=
[6] https://ocs.sesb.com.my/
[4] https://robert-hans.pixels.com/
[4] https://www.clickasnap.com/i/ne1ntq46qz1i2crq
[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:
[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/2021-02-19/
[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/
[2] https://www.coviz.org/e2b/2021-02-22/

Top URLs in Tweet in G5:
[1] https://bit.ly/3bKUzQz

Top URLs in Tweet in G9:
[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 URLs in Tweet in G10:
[1] https://twitter.com/AP/status/1366840192372506630

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1711] flattenthecurve
[348] covid19
[222] wearamask
[115] socialdistancing
[114] coronavirus
[108] stayhome
[108] washyourhands
[78] nocovid
[78] saulsville
[68] leralla



Top Hashtags in Tweet in G1:
[331] flattenthecurve
[77] covid19
[38] coronavirus
[38] socialdistancing
[33] stayathome
[22] corona
[21] wearamask
[21] washyourhands
[20] staysafe
[19] pandemic

Top Hashtags in Tweet in G2:
[76] flattenthecurve
[1] oeffnungsdiskussionsorgien
[1] merkelmussweg

Top Hashtags in Tweet in G3:
[61] flattenthecurve
[52] covid19
[33] coronavirus
[33] stayhome
[33] 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:
[58] flattenthecurve
[42] nocovid
[5] covid19

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

Top Hashtags in Tweet in G7:
[21] flattenthecurve
[15] covidvaccine
[13] wearamask
[12] socialdistancing
[11] shelterinplace
[11] washyourhands
[11] pandemic
[11] quarantinelife
[11] stayhome
[7] covidー19

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

Top Hashtags in Tweet in G9:
[38] flattenthecurve
[3] endthelockdowns
[2] wecanbezero
[2] enoughisenough
[2] endthelockdown

Top Hashtags in Tweet in G10:
[1] flattenthecurve
[1] maskup
[1] txlege

Top Words
Top Words in Tweet in Entire Graph:
[1707] #flattenthecurve
[434] station
[368] train
[347] #covid19
[217] #wearamask
[217] î
[173] die
[154] pretoria
[136] covid
[118] jahr

Top Words in Tweet in G1:
[328] #flattenthecurve
[76] #covid19
[38] #coronavirus
[38] #socialdistancing
[33] #stayathome
[30] year
[27] home
[23] die
[23] zwerenberg
[22] #corona

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

Top Words in Tweet in G3:
[61] #flattenthecurve
[52] #covid19
[33] #coronavirus
[33] #stayhome
[33] #dataviz
[30] today's
[30] global
[30] extrapolation
[30] chart
[30] 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:
[58] #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
[28] keine
[28] jahr
[27] weniger
[27] kamen
[27] ohne
[27] impfung
[27] grundrechteâ
[27] freut
[26] narimoldi

Top Words in Tweet in G7:
[21] #flattenthecurve
[17] policy
[15] trump
[15] anti
[15] immigrant
[15] costs
[15] lives
[15] undermines
[15] #covidvaccine
[15] efforts

Top Words in Tweet in G8:
[66] strike
[62] week
[60] school
[52] #climatestrikeonline
[44] gretathunberg
[29] keep
[29] #fridaysforfuture
[27] #flattenthecurve
[22] #schoolstrike4climate
[17] patriciakombo

Top Words in Tweet in G9:
[38] #flattenthecurve
[32] m4ttmc87
[31] lives
[28] saving
[8] two
[8] more
[6] many
[5] return
[5] costs
[4] weeks

Top Words in Tweet in G10:
[56] community
[28] reckless
[28] decision
[28] puts
[28] danger
[28] texans
[28] medical
[28] deserve
[27] voteannjohnson
[27] continuâ

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[148] î,î
[117] station,#flattenthecurve
[97] stopping,station
[94] covid,19
[79] jahr,ging
[79] ging,darum
[79] gesundheitssystems,vermeiden
[79] vermeiden,#flattenthecurve
[79] #flattenthecurve,hiess
[79] hiess,damals

Top Word Pairs in Tweet in G1:
[27] #covid19,#flattenthecurve
[16] #stayathome,#flattenthecurve
[14] schwarzwald,#flattenthecurve
[14] #flattenthecurve,#physicaldistancing
[13] #socialdistancing,#washyourhands
[12] #flattenthecurve,#stayathome
[12] zwerenberg,schwarzwald
[11] covid,19
[11] #wearamask,#socialdistancing
[11] nope,curve

Top Word Pairs in Tweet in G2:
[73] jahr,ging
[73] ging,darum
[73] gesundheitssystems,vermeiden
[73] vermeiden,#flattenthecurve
[73] #flattenthecurve,hiess
[73] hiess,damals
[72] nulleberg,jahr
[71] darum,überlastung
[71] überlastung,gesundheitssystems
[2] darum,ãœberlastung

Top Word Pairs in Tweet in G3:
[33] #coronavirus,#stayhome
[33] #stayhome,#dataviz
[30] today's,global
[30] global,#covid19
[30] #covid19,extrapolation
[30] extrapolation,chart
[30] chart,available
[30] available,#coronavirus
[18] #mask,future
[18] future,#innovation

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,grundrechteâ
[27] grundrechteâ,freut
[26] narimoldi,weniger
[26] freut,dieâ

Top Word Pairs in Tweet in G7:
[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 G8:
[60] school,strike
[60] strike,week
[24] gretathunberg,school
[20] #climatestrikeonline,gretathunberg
[20] #schoolstrike4climate,#flattenthecurve
[20] #fridaysforfuture,#schoolstrike4climate
[17] patriciakombo,school
[17] covid,19
[13] week,79
[13] 79,keep

Top Word Pairs in Tweet in G9:
[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 Word Pairs in Tweet in G10:
[28] reckless,decision
[28] decision,puts
[28] puts,community
[28] community,danger
[28] danger,texans
[28] texans,medical
[28] medical,community
[28] community,deserve
[27] voteannjohnson,reckless
[27] deserve,continuâ

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

Top Replied-To in G1:

Top Replied-To in G2:
@nulleberg

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 G7:
@jenniferwexton
@mmpadellan

Top Replied-To in G9:
@gardainfo

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

Top Mentioned in G1:
@egmontinstitute
@flooringdirectx
@wqbelle
@applejoe7
@kidkool4u
@malhotratweets
@easylivingfl
@70sbachchan
@kellerkind1983

Top Mentioned in G2:
@nulleberg
@atsticks
@profklarname

Top Mentioned in G3:
@coviz_org
@albertoemachado
@frronconi
@fmfrancoise
@glengilmore
@1chance2020
@shamrockspring
@carbonwatchie
@21wire
@dallasfireres_q

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:
@dhsgov
@statedept
@potus
@vp
@legalaidnyc
@jhq58
@aoc
@cipillinois_
@chirla
@bakerboy09

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

Top Mentioned in G9:
@m4ttmc87

Top Mentioned in G10:
@voteannjohnson

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

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

Top Tweeters in G2:
@uwewolff966
@engelgert
@markrudolph2701
@valandir
@mario_edelmann
@_sbat_
@womawo
@morocologne1
@fraumerkek
@glenda35197340

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

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

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

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

Top Tweeters in G7:
@mmpadellan
@statedept
@gop
@redtdt
@dulcedominguez_
@tmluongo
@sengillibrand
@dhsgov
@legalaidnyc
@sentedcruz

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

Top Tweeters in G9:
@greenshame
@scrahallia
@bassbluff
@poppy_1233
@lindao888
@m4ttmc87
@throneofcrypto
@amomoto97
@halftwottered
@robertpernod

Top Tweeters in G10:
@bethwhoisbeth
@call210
@russtidwell
@aspronin
@marymorrtamu85
@drricky
@lbent
@tyketee_
@roslynbooks
@jolpolitico


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