#FlattenTheCurve, Twitter, 4/18/2022 9:30:41 AM, 274998


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#FlattenTheCurve_2022-04-18_01-51-45.xlsx
#FlattenTheCurve_2022-04-18_01-51-45.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 18, 2022
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3ry0oJC
@frankfurtzack
@freiheit20001
@welt
@martina__schalu
@karl_lauterbach
@snlop1
@theowinneri
@dubeateo
@michaelgoehring
@jfsebastian146

Top hashtags:
#flattenthecurve
#covid19
#togetherwecan
#nagalandagainstcovid

Description:
Description
The graph represents a network of 316 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 Monday, 18 April 2022 at 08:52 UTC.

The requested start date was Monday, 18 April 2022 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, 12-hour, 11-minute period from Monday, 04 April 2022 at 00:11 UTC to Friday, 15 April 2022 at 12:23 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 : 316
Unique Edges : 184
Edges With Duplicates : 928
Total Edges : 1112
Number of Edge Types : 5
Mentions : 322
Tweet : 281
Retweet : 209
MentionsInRetweet : 243
Replies to : 57
Self-Loops : 283
Reciprocated Vertex Pair Ratio : 0.0182481751824818
Reciprocated Edge Ratio : 0.03584229390681
Connected Components : 84
Single-Vertex Connected Components : 31
Maximum Vertices in a Connected Component : 82
Maximum Edges in a Connected Component : 457
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.616749
Graph Density : 0.00280289330922242
Modularity : 0.260977
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 316 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 Monday, 18 April 2022 at 08:52 UTC.

The requested start date was Monday, 18 April 2022 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, 12-hour, 11-minute period from Monday, 04 April 2022 at 00:11 UTC to Friday, 15 April 2022 at 12:23 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:
[2] https://beta.ctvnews.ca/national/world/2020/3/11/1_4847929.html
[2] https://scitechdaily.com/common-medications-are-affecting-our-immune-response-to-infections-like-covid-19/
[2] https://scitechdaily.com/biological-mask-administered-with-a-nasal-spray-can-protect-against-covid-19/
[2] https://www.npr.org/sections/health-shots/2020/03/13/815502262/flattening-a-pandemics-curve-why-staying-home-now-can-save-lives?utm_medium=RSS&utm_campaign=healthcare
[2] https://www.coviz.org/e2b/2022-04-09/
[1] https://www.swarmapp.com/c/c6zKsoz9gh2
[1] https://www.swarmapp.com/c/6gFSJae9dN3
[1] https://www.swarmapp.com/c/jWYk9GOdaMg
[1] https://www.swarmapp.com/c/kYXJ2TU6eUe
[1] https://www.swarmapp.com/c/eIdej8cgL0H

Top URLs in Tweet in G1:
[1] https://twitter.com/ifihadastick/status/1512282684634107905

Top URLs in Tweet in G2:
[2] https://www.npr.org/sections/health-shots/2020/03/13/815502262/flattening-a-pandemics-curve-why-staying-home-now-can-save-lives?utm_medium=RSS&utm_campaign=healthcare
[1] https://twitter.com/glucosegoddesss/status/1381280441462747144
[1] https://www.spiegel.de/politik/deutschland/isolation-laut-gesundheitsminister-karl-lauterbach-ab-mai-nur-noch-freiwillig-a-a0215e30-75ff-4743-8f64-d99f7215c432?d=1649087668&sara_ecid=soci_upd_wbMbjhOSvViISjc8RPU89NcCvtlFcJ
[1] https://www.instagram.com/accounts/login/?next=/p/Cb_j1Iwprwu/
[1] https://twitter.com/tmprowell/status/1512053535847985152
[1] https://twitter.com/leyrer/status/1512001314527588365
[1] https://twitter.com/LegoSpaceBot/status/1513534401489031178
[1] https://trulyjuly.wordpress.com/2022/04/13/sa-coronaviruspandemic-omicron-variants-unlikely-to-cause-another-covid-19-wave/
[1] https://trulyjuly.wordpress.com/2022/04/05/sa-coronaviruspandemic-south-africa-ends-the-national-state-of-disaster/
[1] https://trulyjuly.wordpress.com/2022/04/08/vaccinerolloutsa-voomaweekend-vaccination-sites-8-to-10-april-2022/

Top URLs in Tweet in G3:
[1] https://twitter.com/Snlop1/status/1511407324212219915

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[514] flattenthecurve
[189] covid19
[141] togetherwecan
[106] nagalandagainstcovid
[65] nagaland
[57] leralla
[56] alwayswearamask
[48] saulsville
[41] wearamask
[26] covid



Top Hashtags in Tweet in G1:
[3] flattenthecurve

Top Hashtags in Tweet in G2:
[72] flattenthecurve
[39] covid19
[11] stayathome
[7] staynotathome
[4] stopthespread
[4] wirbleibennichtmehrzuhause
[3] preparednotscared
[3] staypositive
[3] iwearamaskbecause
[3] coronaviruspandemic

Top Hashtags in Tweet in G3:
[12] flattenthecurve
[8] staysafestayhome
[7] togetherathome
[7] warinukraine
[6] socialdistancing
[6] warinyourmask
[6] bigonlineparty
[5] blacklivesmatter
[5] covidisntover
[5] istandwithukraine

Top Hashtags in Tweet in G4:
[14] flattenthecurve
[1] maskebleibtauf
[1] gesichtzeigen

Top Hashtags in Tweet in G5:
[141] togetherwecan
[139] flattenthecurve
[116] covid19
[106] nagalandagainstcovid
[65] nagaland
[21] covid
[4] nagalandagainstcovid19

Top Hashtags in Tweet in G6:
[12] flattenthecurve
[1] lockdown

Top Hashtags in Tweet in G7:
[8] flattenthecurve
[1] quertreiber
[1] maske
[1] fckfdp
[1] corona
[1] covid19de

Top Hashtags in Tweet in G8:
[1] liberals
[1] shanghai
[1] flattenthecurve
[1] slavery

Top Hashtags in Tweet in G9:
[2] flattenthecurve
[1] maskeauf

Top Hashtags in Tweet in G10:
[159] flattenthecurve
[57] leralla
[56] alwayswearamask
[48] saulsville
[37] wearamask
[24] naledi
[22] berailsmart
[13] vereeniging
[9] mabopane
[8] mabooane

Top Words
Top Words in Tweet in Entire Graph:
[513] #flattenthecurve
[230] station
[189] #covid19
[147] 2022
[145] train
[144] april
[141] #togetherwecan
[122] stopping
[120] next
[117] departed

Top Words in Tweet in G1:
[41] die
[40] frankfurtzack
[40] massive
[40] beeinträchtigung
[40] schulleistungen
[40] bundestaaten
[40] langen
[40] schulschließungen
[40] meisten
[40] kinder

Top Words in Tweet in G2:
[72] #flattenthecurve
[39] #covid19
[17] zwerenberg
[11] cases
[11] declined
[11] stay
[11] aware
[11] use
[11] caution
[11] #stayathome

Top Words in Tweet in G3:
[12] #flattenthecurve
[12] áµ
[8] #staysafestayhome
[7] #togetherathome
[7] #warinukraine
[6] snlop1
[6] 10
[6] social
[6] #socialdistancing
[6] #warinyourmask

Top Words in Tweet in G4:
[14] #flattenthecurve
[12] pandemie
[11] siehe
[11] die
[10] welle
[8] verlängern
[8] maßnahmen
[4] maske
[4] infektionen
[4] man

Top Words in Tweet in G5:
[141] april
[141] 2022
[141] #togetherwecan
[139] #flattenthecurve
[116] #covid19
[108] status
[106] #nagalandagainstcovid
[81] healthnagaland
[66] #nagaland
[65] bulletin

Top Words in Tweet in G6:
[14] die
[12] #flattenthecurve
[11] welt
[11] wochen
[11] kompromisse
[11] eingriff
[11] kã
[11] rperliche
[11] unversehrtheit
[11] ohne

Top Words in Tweet in G7:
[8] wisst
[8] zwei
[8] jahren
[8] #flattenthecurve
[8] grosse
[8] gefã
[8] hl
[8] alle
[8] solidarisch
[8] heute

Top Words in Tweet in G9:
[2] karl_lauterbach
[2] #flattenthecurve

Top Words in Tweet in G10:
[230] station
[159] #flattenthecurve
[145] train
[120] next
[120] stopping
[117] departed
[76] pretoria
[57] #leralla
[56] #alwayswearamask
[48] #saulsville

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[143] april,2022
[120] next,stopping
[120] stopping,station
[79] healthnagaland,#covid19
[76] #flattenthecurve,#togetherwecan
[65] bulletin,#nagaland
[65] #nagaland,status
[61] #togetherwecan,#flattenthecurve
[58] fresh,positive
[58] station,next

Top Word Pairs in Tweet in G1:
[40] massive,beeinträchtigung
[40] beeinträchtigung,schulleistungen
[40] schulleistungen,bundestaaten
[40] bundestaaten,langen
[40] langen,schulschließungen
[40] schulschließungen,die
[40] die,meisten
[40] meisten,kinder
[39] frankfurtzack,massive

Top Word Pairs in Tweet in G2:
[37] #covid19,#flattenthecurve
[11] cases,declined
[11] declined,stay
[11] stay,aware
[11] aware,use
[11] use,caution
[11] caution,#covid19
[11] #flattenthecurve,#stayathome
[8] schwarzwald,#flattenthecurve
[7] walking,runde

Top Word Pairs in Tweet in G3:
[6] 10,social
[6] #flattenthecurve,#socialdistancing
[6] #togetherathome,#bigonlineparty
[6] #bigonlineparty,#staysafestayhome
[5] #blacklivesmatter,#covidisntover
[5] #covidisntover,#istandwithukraine
[5] #istandwithukraine,#getvaccinated
[5] #socialdistancing,#togetherathome
[5] #staysafestayhome,#breakingnews
[5] #breakingnews,#warinukraine

Top Word Pairs in Tweet in G4:
[11] siehe,#flattenthecurve
[10] welle,pandemie
[6] pandemie,siehe
[4] infektionen,die
[3] pandemie,verlängern
[3] verlängern,siehe
[3] verlängern,welle
[2] maske,welle
[2] #flattenthecurve,infektionen
[2] die,ohnehin

Top Word Pairs in Tweet in G5:
[141] april,2022
[79] healthnagaland,#covid19
[76] #flattenthecurve,#togetherwecan
[65] bulletin,#nagaland
[65] #nagaland,status
[61] #togetherwecan,#flattenthecurve
[58] fresh,positive
[45] #togetherwecan,#nagalandagainstcovid
[43] #covid19,status
[43] 2022,fresh

Top Word Pairs in Tweet in G6:
[11] welt,wochen
[11] wochen,#flattenthecurve
[11] #flattenthecurve,kompromisse
[11] kompromisse,eingriff
[11] eingriff,die
[11] die,kã
[11] kã,rperliche
[11] rperliche,unversehrtheit
[11] unversehrtheit,ohne
[11] ohne,dafã

Top Word Pairs in Tweet in G7:
[8] wisst,zwei
[8] zwei,jahren
[8] jahren,#flattenthecurve
[8] #flattenthecurve,grosse
[8] grosse,gefã
[8] gefã,hl
[8] hl,alle
[8] alle,solidarisch
[8] solidarisch,heute
[8] heute,mã

Top Word Pairs in Tweet in G10:
[120] next,stopping
[120] stopping,station
[58] station,next
[52] #alwayswearamask,#flattenthecurve
[51] #leralla,train
[44] #saulsville,train
[41] station,#flattenthecurve
[30] #flattenthecurve,#wearamask
[27] leralla,departed
[23] train,leralla

Top Replied-To
Top Replied-To in Entire Graph:
@lam3th
@heuteshow
@prof_freedom
@mehdirhasan
@realmaskeddoc
@herrzitoun
@potus
@frankfurtzack
@dutchgirl84
@rosenbusch_

Top Replied-To in G1:
@frankfurtzack

Top Replied-To in G3:
@erynnwatson
@normalguy223
@shootermagroot1
@ben64319554
@bogdantaran5
@sugarloaf1stop
@purepatriot78
@kathygriffin

Top Replied-To in G4:
@prof_freedom
@heuteshow
@dutchgirl84
@karl_lauterbach
@m_rinderspacher
@raesoneur
@lutzvanderhorst
@mastro1988
@gigold
@rosenbusch_

Top Replied-To in G6:
@herrzitoun
@welt

Top Replied-To in G9:
@freedom2058
@dagroove775

Top Mentioned
Top Mentioned in Entire Graph:
@healthnagaland
@frankfurtzack
@mygovnagaland
@dipr_nagaland
@airnews_kohima
@ddnewskohima
@pibkohima
@cmonagaland
@pangnyu
@statedisaster

Top Mentioned in G1:
@frankfurtzack
@martina__schalu
@welt

Top Mentioned in G3:
@snlop1
@namibobami
@erynnwatson
@nilikm
@jacklombardi
@hollybriden
@rritools
@dianemschuller
@elizabethmay
@truenorthcentre

Top Mentioned in G4:
@brinkmannlab
@violapriesemann
@alexand90390762
@chanasitjonas
@drscheuch
@klausholetschek
@harrynator
@mathias_reuter
@tilojung
@frankfurtzack

Top Mentioned in G5:
@healthnagaland
@mygovnagaland
@dipr_nagaland
@airnews_kohima
@ddnewskohima
@pibkohima
@cmonagaland
@pangnyu
@statedisaster

Top Mentioned in G6:
@martina__schalu
@welt
@frankfurtzack
@sgasteyger

Top Mentioned in G7:
@dalfionavar

Top Mentioned in G8:
@corybooker
@senatorlorettaw
@aswangiemj
@ltgovoliver
@repjoshg
@repsherrill

Top Mentioned in G9:
@karl_lauterbach
@tim_roehn
@welt
@mirabeaulacht

Top Mentioned in G10:
@metrorailgp

Top Tweeters
Top Tweeters in Entire Graph:
@john1966olsen
@jfsebastian146
@suestroud
@welt
@ap
@dubeateo
@project1enigma
@sneakin
@tmo_wizard
@johnreidy303

Top Tweeters in G1:
@iannetts70
@karlerbach
@luivar67
@chefofmembers
@schostakowich
@crowleywitch
@jagdfrevler
@klaki14
@frankfurtzack
@juliakopp13

Top Tweeters in G2:
@shalomegrace1
@olibrecht
@robodda
@humblyb
@seminefrius
@isolationbot
@sterne_blick
@a
@trulyjuly
@digitalismedica

Top Tweeters in G3:
@jfsebastian146
@elizabethmay
@wireless_step
@vel_thegreek
@kathygriffin
@truenorthcentre
@purepatriot78
@hollybriden
@helgavanleur
@rritools

Top Tweeters in G4:
@tilojung
@gigold
@prof_freedom
@rosenbusch_
@heuteshow
@bitgdr
@harrynator
@mastro1988
@dutchgirl84
@mathias_reuter

Top Tweeters in G5:
@nagalandbot
@krs5104
@temsutulaimsong
@airnews_kohima
@outbreak_india
@pibkohima
@mygovnagaland
@ddnewskohima
@dipr_nagaland
@healthnagaland

Top Tweeters in G6:
@welt
@michaelgoehring
@martina__schalu
@mikeemike85
@schmettee
@malbuch123
@bluejayde67
@syncroarts
@myrubyworld
@sgasteyger

Top Tweeters in G7:
@tmo_wizard
@dalfionavar
@farbenstau
@_takakun
@duncanblues42
@sandra_leurs
@le455203
@shafikarif

Top Tweeters in G8:
@corybooker
@johnnymorris33
@repjoshg
@ltgovoliver
@senatorlorettaw
@repsherrill
@aswangiemj

Top Tweeters in G9:
@dubeateo
@mirabeaulacht
@tim_roehn
@karl_lauterbach
@theowinneri
@freedom2058
@dagroove775

Top Tweeters in G10:
@samkelo_somopho
@metrorailgp
@given_mathevula
@trainupdater
@lalamani_bindu
@johnhodzwani


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