#FlattenTheCurve, Twitter, 3/6/2021 9:47:03 AM, 250203


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#FlattenTheCurve_2021-03-06_01-33-31.xlsx
#FlattenTheCurve_2021-03-06_01-33-31.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 06, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/30l5ISC
@albertoemachado
@nulleberg
@rosenbusch_
@moh_kenya
@m4ttmc87
@narimoldi
@viennasky
@yednetworkke
@velofisch
@dafeid

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

Description:
Description
The graph represents a network of 1,705 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 Saturday, 06 March 2021 at 09:36 UTC.

The requested start date was Saturday, 06 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, 12-hour, 17-minute period from Saturday, 20 February 2021 at 01:16 UTC to Friday, 05 March 2021 at 13:33 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 : 1705
Unique Edges : 1012
Edges With Duplicates : 3238
Total Edges : 4250
Number of Edge Types : 5
Retweet : 1022
MentionsInRetweet : 1448
Mentions : 486
Replies to : 152
Tweet : 1142
Self-Loops : 1169
Reciprocated Vertex Pair Ratio : 0.0144654088050314
Reciprocated Edge Ratio : 0.0285182889026658
Connected Components : 510
Single-Vertex Connected Components : 250
Maximum Vertices in a Connected Component : 408
Maximum Edges in a Connected Component : 1636
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.997967
Graph Density : 0.000555188412980326
Modularity : 0.408061
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 1,705 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 Saturday, 06 March 2021 at 09:36 UTC.

The requested start date was Saturday, 06 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, 12-hour, 17-minute period from Saturday, 20 February 2021 at 01:16 UTC to Friday, 05 March 2021 at 13:33 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:
[13] https://www.instagram.com/accounts/login/
[11] https://thermogate.net/
[11] https://khmonecookies.com/shop/000686
[8] https://www.twitch.tv/nezuryu
[6] https://www.clickasnap.com/i/ne1ntq46qz1i2crq
[6] https://ocs.sesb.com.my/
[5] https://robert-hans.pixels.com/
[5] https://www.mercerbradley.com/accounting-finance-jobs/working-with-mercer-bradley/
[5] https://dt51.net/c/?si=15259&li=1662683&wi=204627&ws=
[4] https://www.coviz.org/e2b/2021-03-01/

Top URLs in Tweet in G1:
[12] https://www.instagram.com/accounts/login/
[11] https://khmonecookies.com/shop/000686
[6] https://ocs.sesb.com.my/
[6] https://www.clickasnap.com/i/ne1ntq46qz1i2crq
[5] https://dt51.net/c/?si=15259&li=1662683&wi=204627&ws=
[5] https://robert-hans.pixels.com/
[3] https://flooringdirecttexas.com/at-flooring-direct-were-taking-the-coronavirus-covid-19-pandemic-seriously/
[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/jens_140081/status/1367534697920815107
[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/2021-02-27/
[3] https://www.coviz.org/e2b/2021-02-28/
[2] https://www.coviz.org/e2b/2021-03-05/
[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/2021-03-03/
[2] https://www.coviz.org/e2b/2021-03-04/

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

Top URLs in Tweet in G8:
[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 G9:
[1] https://twitter.com/AP/status/1366840192372506630

Top URLs in Tweet in G10:
[1] https://twitter.com/PaulaPasst/status/1363137320287936513

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1868] flattenthecurve
[388] covid19
[257] wearamask
[138] coronavirus
[120] stayhome
[112] socialdistancing
[104] washyourhands
[80] saulsville
[79] nocovid
[77] leralla



Top Hashtags in Tweet in G1:
[364] flattenthecurve
[73] covid19
[46] socialdistancing
[42] coronavirus
[35] stayathome
[33] staysafe
[25] wearamask
[24] corona
[23] stayhome
[23] washyourhands

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

Top Hashtags in Tweet in G3:
[73] flattenthecurve
[68] covid19
[35] coronavirus
[34] stayhome
[34] dataviz
[20] innovation
[18] mask
[18] wearabletech
[18] ai
[18] iot

Top Hashtags in Tweet in G4:
[98] covid19
[90] flattenthecurve
[34] amrefcovid19responseke
[29] raisingthebar
[20] wearamask
[18] covidー19
[16] corona
[13] coronavirus
[5] washyourhands
[5] ipc

Top Hashtags in Tweet in G5:
[57] flattenthecurve
[42] nocovid
[4] covid19

Top Hashtags in Tweet in G6:
[30] flattenthecurve
[1] flattenthelife
[1] gesundheitsystem
[1] rwert
[1] inzidenzwerte
[1] facethetruth
[1] nocovid

Top Hashtags in Tweet in G7:
[26] flattenthecurve
[16] wearamask
[15] covidvaccine
[14] socialdistancing
[12] shelterinplace
[12] washyourhands
[12] pandemic
[12] quarantinelife
[12] stayhome
[8] covidー19

Top Hashtags in Tweet in G8:
[39] flattenthecurve
[3] wecanbezero
[3] endthelockdowns
[2] enoughisenough
[2] endthelockdown
[1] savelives
[1] thenexttwoweeks
[1] tonysconcerned
[1] holdfirm

Top Hashtags in Tweet in G9:
[1] flattenthecurve
[1] maskup
[1] txlege

Top Hashtags in Tweet in G10:
[15] covidmist
[7] flattenthecurve
[3] nocovid
[2] coronaapp
[1] covid19
[1] zerocovid
[1] keinbockmehr

Top Words
Top Words in Tweet in Entire Graph:
[1864] #flattenthecurve
[486] station
[409] train
[387] #covid19
[252] #wearamask
[217] î
[211] die
[185] covid
[161] pretoria
[138] #coronavirus

Top Words in Tweet in G1:
[361] #flattenthecurve
[72] #covid19
[46] #socialdistancing
[42] #coronavirus
[35] #stayathome
[33] #staysafe
[32] year
[28] home
[28] die
[25] zwerenberg

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

Top Words in Tweet in G3:
[73] #flattenthecurve
[68] #covid19
[35] #coronavirus
[34] #stayhome
[34] #dataviz
[31] today's
[31] global
[31] extrapolation
[31] chart
[31] available

Top Words in Tweet in G4:
[98] #covid19
[90] #flattenthecurve
[80] moh_kenya
[61] mumo_____
[51] guidelines
[46] njapitmwaana
[46] help
[45] ensure
[45] analyticake
[39] follow

Top Words in Tweet in G5:
[57] #flattenthecurve
[43] 2020
[42] rosenbusch_
[42] märz
[42] hieß
[42] große
[42] ziel
[42] heute
[42] #nocovid
[42] bzw

Top Words in Tweet in G6:
[38] covid
[38] lockdown
[30] #flattenthecurve
[27] jahr
[26] weniger
[26] kamen
[26] ohne
[26] impfung
[26] keine
[26] grundrechteâ

Top Words in Tweet in G7:
[26] #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:
[39] #flattenthecurve
[32] m4ttmc87
[31] lives
[28] saving
[8] two
[8] more
[6] many
[5] return
[5] costs
[4] weeks

Top Words in Tweet in G9:
[66] community
[33] reckless
[33] decision
[33] puts
[33] danger
[33] texans
[33] medical
[33] deserve
[32] voteannjohnson
[27] continuâ

Top Words in Tweet in G10:
[30] welle
[28] dritte
[19] dienstnavom
[19] mehr
[18] die
[17] keine
[17] lust
[16] habe
[16] alles
[15] ach

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[148] î,î
[121] station,#flattenthecurve
[110] stopping,station
[105] #wearamask,#flattenthecurve
[104] covid,19
[89] #covid19,#flattenthecurve
[83] train,pretoria
[79] jahr,ging
[79] ging,darum
[79] gesundheitssystems,vermeiden

Top Word Pairs in Tweet in G1:
[19] #stayathome,#flattenthecurve
[17] #covid19,#flattenthecurve
[15] #socialdistancing,#washyourhands
[15] schwarzwald,#flattenthecurve
[15] #flattenthecurve,#physicaldistancing
[13] covid,19
[13] #wearamask,#socialdistancing
[13] zwerenberg,schwarzwald
[12] #socialdistancing,#flattenthecurve
[12] #staysafe,#stayathome

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

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

Top Word Pairs in Tweet in G4:
[42] help,#flattenthecurve
[29] follow,moh_kenya
[26] martinmuchangi,lennah3
[26] lennah3,moha_made_
[25] spread,#covid19
[23] analyticake,yednetworkke
[18] yednetworkke,amref_kenya
[18] eabl_plc,diageo_news
[16] work,home
[16] 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:
[26] weniger,jahr
[26] jahr,kamen
[26] kamen,#flattenthecurve
[26] #flattenthecurve,ohne
[26] ohne,impfung
[26] impfung,keine
[26] keine,grundrechteâ
[26] grundrechteâ,freut
[25] narimoldi,weniger
[25] 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:
[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 G9:
[33] reckless,decision
[33] decision,puts
[33] puts,community
[33] community,danger
[33] danger,texans
[33] texans,medical
[33] medical,community
[33] community,deserve
[32] voteannjohnson,reckless
[27] deserve,continuâ

Top Word Pairs in Tweet in G10:
[28] dritte,welle
[17] keine,lust
[17] lust,mehr
[15] ach,come
[15] come,dritte
[15] welle,habe
[15] habe,sowas
[15] sowas,keine
[15] mehr,#covidmist
[15] #covidmist,alles

Top Replied-To
Top Replied-To in Entire Graph:
@dienstnavom
@yednetworkke
@nulleberg
@mmpadellan
@dekunlecharles
@ktar923
@talkradio
@yannickkrug
@jenniferwexton
@potus

Top Replied-To in G1:

Top Replied-To in G2:
@nulleberg
@l0us3n

Top Replied-To in G3:
@wdraktuell
@mkreutzfeldt
@systemanalysen
@jens_140081
@frankfurtzack

Top Replied-To in G4:
@yednetworkke

Top Replied-To in G6:
@absazarah

Top Replied-To in G7:
@mmpadellan
@potus
@jenniferwexton

Top Replied-To in G8:
@gardainfo

Top Replied-To in G10:
@dienstnavom

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

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

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

Top Mentioned in G3:
@coviz_org
@albertoemachado
@frronconi
@fmfrancoise
@glengilmore
@frankfurtzack
@dallasfireres_q
@1chance2020
@systemanalysen
@m4ttmc87

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

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

Top Mentioned in G6:
@narimoldi
@dafeid
@rosenbusch_
@frankfurtzack

Top Mentioned in G7:
@dhsgov
@statedept
@potus
@vp
@jhq58
@legalaidnyc
@gop
@aoc
@cipillinois_
@chirla

Top Mentioned in G8:
@m4ttmc87
@gardainfo

Top Mentioned in G9:
@voteannjohnson

Top Mentioned in G10:
@dienstnavom
@alicegwenyfar

Top Tweeters
Top Tweeters in Entire Graph:
@pparzival
@codegnuts
@iveyjanette_207
@viralvideovlogs
@trumpwatchnews
@meeksvs
@biasedgirl
@shigerukamioka
@welt
@mstyma_

Top Tweeters in G1:
@fitasport1
@kidkool4u
@1sandy_n_austin
@lobbyfa
@fabcojim
@guragefirst
@millman85
@asuute
@stereodruide
@renn_elch

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

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

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
@hopaerik
@siiavia
@technatom909
@ang__johnson
@dirk_aus_hessen

Top Tweeters in G6:
@thisnotatest
@chrisgodlak
@dilifluhh
@narnerman
@ealanicnamara
@mwis24568
@almuth_gbler
@julianezielonka
@claudip69
@narimoldi

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

Top Tweeters in G8:
@greenshame
@scrahallia
@bassbluff
@poppy_1233
@lindao888
@m4ttmc87
@throneofcrypto
@amomoto97
@halftwottered
@robertpernod

Top Tweeters in G9:
@trumpwatchnews
@bethwhoisbeth
@houmanitarian
@call210
@russtidwell
@aspronin
@marymorrtamu85
@drricky
@jolpolitico
@tyketee_

Top Tweeters in G10:
@der_dutschi
@detemple
@olympedegouges
@tmo_wizard
@heischonin
@nimmdenbus
@herrenloserhund
@energisch_
@sun_wuk0ng
@_steinchen


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