#FlattenTheCurve, Twitter, 5/20/2022 8:53:31 AM, 276681


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#FlattenTheCurve_2022-05-20_01-25-57.xlsx
#FlattenTheCurve_2022-05-20_01-25-57.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 20, 2022
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3yL32A7
@this0499154500
@bitgdr
@karl_lauterbach
@healthnagaland
@slaven000
@drericding
@transitionface
@fffbot1
@mygovnagaland
@potus

Top hashtags:
#flattenthecurve
#covid19
#togetherwecan
#nagalandagainstcovid
#nagaland

Description:
Description
The graph represents a network of 281 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, 20 May 2022 at 08:26 UTC.

The requested start date was Friday, 20 May 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 13-day, 0-hour, 15-minute period from Friday, 06 May 2022 at 11:07 UTC to Thursday, 19 May 2022 at 11:23 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 : 281
Unique Edges : 197
Edges With Duplicates : 787
Total Edges : 984
Number of Edge Types : 5
Retweet : 188
MentionsInRetweet : 255
Tweet : 144
Mentions : 342
Replies to : 55
Self-Loops : 148
Reciprocated Vertex Pair Ratio : 0.0383141762452107
Reciprocated Edge Ratio : 0.0738007380073801
Connected Components : 82
Single-Vertex Connected Components : 25
Maximum Vertices in a Connected Component : 60
Maximum Edges in a Connected Component : 590
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.53303
Graph Density : 0.0034443314692425
Modularity : 0.280388
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 281 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, 20 May 2022 at 08:26 UTC.

The requested start date was Friday, 20 May 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 13-day, 0-hour, 15-minute period from Friday, 06 May 2022 at 11:07 UTC to Thursday, 19 May 2022 at 11:23 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:
[3] https://www.coviz.org/e2b/2022-05-15/
[2] https://grow.cals.wisc.edu/priority-themes/health-and-wellness/was-flatten-the-curve-effective
[2] https://www.coviz.org/e2b/2022-05-16/
[2] https://www.coviz.org/e2b/2022-05-13/
[2] https://www.coviz.org/e2b/2022-05-12/
[2] https://www.coviz.org/e2b/2022-05-07/
[2] https://www.twii.co.za/
[1] https://scitechdaily.com/covid-19-disease-severity-linked-to-n-protein-of-sars-cov-2-virus/
[1] https://scitechdaily.com/nih-experts-the-concept-of-classical-herd-immunity-may-not-apply-to-covid-19/
[1] https://scitechdaily.com/covid-19s-severe-impacts-on-the-brain-even-in-people-that-did-not-experience-serious-respiratory-symptoms/

Top URLs in Tweet in G1:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276151
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276030

Top URLs in Tweet in G2:
[1] https://www.euassisti.com.br/filme/flatten-the-curve
[1] https://www.avnishwilson.in/2022/05/More-than-190-34-crore-vaccines-have-been-administered-so-far-under-nationwide-covid-vaccination.html
[1] https://lns.lu/en/looking-back-over-the-last-18-months-of-contribution-to-the-national-response-in-the-fight-against-covid-19/
[1] https://twitter.com/ProfAlkas/status/1522648164049862656
[1] https://www.quantgene.com/
[1] https://twitter.com/quantgene/status/1356775215011831809?s=21&t=mQNrLx6i_cToBvG3U35fvg
[1] https://twitter.com/jobhakdi?s=21&t=BQ8_T5g80gnIYmgstrdcpw
[1] https://web.archive.org/web/20210203140855/https://twitter.com/jobhakdi/status/1244371568664481799
[1] https://trulyjuly.wordpress.com/2022/05/16/sa-coronaviruspandemic-public-consultations-for-health-regulations-extended-to-05th-august-2022/
[1] https://trulyjuly.wordpress.com/2022/05/11/coronaviruspandemic-how-do-vaccine-boosters-work/

Top URLs in Tweet in G7:
[2] https://grow.cals.wisc.edu/priority-themes/health-and-wellness/was-flatten-the-curve-effective
[1] https://journals.sagepub.com/doi/full/10.1177/09636625211038719?cookieSet=1
[1] https://go.wisc.edu/713k8s

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[394] flattenthecurve
[232] covid19
[164] togetherwecan
[131] nagalandagainstcovid
[92] nagaland
[38] coronavirus
[33] covid
[32] stayhome
[24] dataviz
[18] datascience



Top Hashtags in Tweet in G1:
[168] flattenthecurve
[164] togetherwecan
[136] covid19
[131] nagalandagainstcovid
[92] nagaland
[30] covid
[1] largestvaccinedrive
[1] flattentheoilcurve

Top Hashtags in Tweet in G2:
[89] flattenthecurve
[54] covid19
[13] stayathome
[12] staynotathome
[10] physicaldistancing
[10] coronavirus
[9] wirbleibennichtmehrzuhause
[9] masks4all
[9] washinghands
[9] goodventilation

Top Hashtags in Tweet in G3:
[10] flattenthecurve
[4] zerocovid
[1] ham

Top Hashtags in Tweet in G4:
[12] peoplenotprofit
[12] fightfor1point5
[12] schoolstrike4climate
[11] fridaysforfuture
[10] flattenthecurve
[7] facetheclimateemergency
[7] firedrillfriday
[7] nofear
[7] unitebehindthescience
[7] globalclimatejustice

Top Hashtags in Tweet in G5:
[1] flattenthecurve

Top Hashtags in Tweet in G6:
[8] flattenthecurve

Top Hashtags in Tweet in G7:
[12] flattenthecurve
[2] scicomm
[1] vizcomm
[1] spring2022grow
[1] covid19

Top Hashtags in Tweet in G8:
[1] flattenthecurve
[1] stopthetreaty

Top Hashtags in Tweet in G9:
[1] flattenthecurve

Top Hashtags in Tweet in G10:
[4] flattenthecurve

Top Words
Top Words in Tweet in Entire Graph:
[394] #flattenthecurve
[232] #covid19
[164] 2022
[164] #togetherwecan
[139] status
[131] #nagalandagainstcovid
[98] healthnagaland
[92] bulletin
[92] #nagaland
[65] fresh

Top Words in Tweet in G1:
[168] #flattenthecurve
[164] #togetherwecan
[162] 2022
[139] status
[136] #covid19
[131] #nagalandagainstcovid
[98] healthnagaland
[92] bulletin
[92] #nagaland
[64] fresh

Top Words in Tweet in G2:
[89] #flattenthecurve
[54] #covid19
[14] people
[13] #stayathome
[12] #staynotathome
[12] cases
[12] declined
[12] stay
[12] aware
[12] use

Top Words in Tweet in G3:
[10] #flattenthecurve
[4] clarkemicah
[4] #zerocovid
[3] countries
[3] silencehootgood
[3] happywren3
[3] due
[2] drericding
[2] long
[2] term

Top Words in Tweet in G4:
[12] #peoplenotprofit
[12] #fightfor1point5
[12] #schoolstrike4climate
[11] #fridaysforfuture
[10] #flattenthecurve
[7] #facetheclimateemergency
[7] #firedrillfriday
[7] #nofear
[7] #unitebehindthescience
[7] #globalclimatejustice

Top Words in Tweet in G6:
[9] pandemie
[8] maßnahmen
[8] #flattenthecurve
[6] welle
[5] verlängern
[5] siehe
[3] die
[3] verlängert
[2] wellen
[2] herr

Top Words in Tweet in G7:
[12] #flattenthecurve
[11] growmagazineuw
[9] _nan_li
[9] research
[9] phrase
[5] amandalmolder
[5] thanks
[5] featuring
[5] examining
[5] effectiveness

Top Words in Tweet in G8:
[10] go
[10] back
[10] time
[10] mar
[10] 2020
[10] knowing
[10] know
[10] stood
[10] rights
[10] before

Top Words in Tweet in G9:
[14] 000
[8] infections
[7] finchth
[7] re
[7] testing
[7] waters
[7] normalize
[7] 100
[7] talking
[7] point

Top Words in Tweet in G10:
[4] sunwutzu
[4] maryheglar
[4] amywestervelt
[4] task
[4] #flattenthecurve
[4] stabilize
[4] co2
[4] content
[4] graphic
[3] zwitschertfrank

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[95] healthnagaland,#covid19
[92] bulletin,#nagaland
[92] #nagaland,status
[92] #togetherwecan,#flattenthecurve
[70] #flattenthecurve,#togetherwecan
[64] fresh,positive
[62] #covid19,bulletin
[62] 2022,#togetherwecan
[62] #flattenthecurve,#nagalandagainstcovid
[47] #covid19,status

Top Word Pairs in Tweet in G1:
[95] healthnagaland,#covid19
[92] bulletin,#nagaland
[92] #nagaland,status
[92] #togetherwecan,#flattenthecurve
[70] #flattenthecurve,#togetherwecan
[64] fresh,positive
[62] #covid19,bulletin
[62] 2022,#togetherwecan
[62] #flattenthecurve,#nagalandagainstcovid
[47] #covid19,status

Top Word Pairs in Tweet in G2:
[40] #covid19,#flattenthecurve
[12] #flattenthecurve,#staynotathome
[12] cases,declined
[12] declined,stay
[12] stay,aware
[12] aware,use
[12] use,caution
[12] caution,#covid19
[12] #flattenthecurve,#stayathome
[9] #staynotathome,#wirbleibennichtmehrzuhause

Top Word Pairs in Tweet in G3:
[3] silencehootgood,happywren3
[3] happywren3,clarkemicah
[2] long,term
[2] #flattenthecurve,policy
[2] numerous,more
[2] criminally,wrong
[2] wrong,#flattenthecurve

Top Word Pairs in Tweet in G4:
[12] #peoplenotprofit,#fightfor1point5
[12] #fightfor1point5,#schoolstrike4climate
[11] #schoolstrike4climate,#fridaysforfuture
[10] #fridaysforfuture,#flattenthecurve
[7] #flattenthecurve,#facetheclimateemergency
[7] #facetheclimateemergency,#firedrillfriday
[7] #firedrillfriday,#nofear
[7] #nofear,#unitebehindthescience
[7] #unitebehindthescience,#globalclimatejustice
[7] #globalclimatejustice,#extinctionrebellion

Top Word Pairs in Tweet in G6:
[6] welle,pandemie
[5] siehe,#flattenthecurve
[3] pandemie,maßnahmen
[3] maßnahmen,verlängern
[2] wellen,pandemie
[2] pandemie,verlängern
[2] verlängern,siehe
[2] maßnahmen,#flattenthecurve
[2] verlängern,welle

Top Word Pairs in Tweet in G7:
[5] thanks,growmagazineuw
[5] growmagazineuw,featuring
[5] featuring,_nan_li
[5] _nan_li,research
[5] research,examining
[5] examining,effectiveness
[5] effectiveness,#flattenthecurve
[5] #flattenthecurve,phrase
[5] phrase,infographic
[5] pandemic,attitudes

Top Word Pairs in Tweet in G8:
[10] go,back
[10] back,time
[10] time,mar
[10] mar,2020
[10] 2020,knowing
[10] knowing,know
[10] know,stood
[10] stood,rights
[10] rights,before
[9] thinktoomuchmom,go

Top Word Pairs in Tweet in G9:
[7] finchth,re
[7] re,testing
[7] testing,waters
[7] waters,normalize
[7] normalize,100
[7] 100,000
[7] 000,000
[7] 000,infections
[7] infections,talking
[7] talking,point

Top Word Pairs in Tweet in G10:
[4] sunwutzu,maryheglar
[4] maryheglar,amywestervelt
[4] amywestervelt,task
[4] task,#flattenthecurve
[4] #flattenthecurve,stabilize
[4] stabilize,co2
[4] co2,content
[4] content,graphic
[3] zwitschertfrank,sunwutzu

Top Replied-To
Top Replied-To in Entire Graph:
@silencehootgood
@gyrowavegen_tm
@climatereality
@tobiaslaabs
@jreichelt
@kathrinkuehnk
@erwin_rueddel
@swraktuellbw
@systemanalysen
@suesselimone

Top Replied-To in G1:
@oida_grantler

Top Replied-To in G3:
@silencehootgood
@gyrowavegen_tm
@sunfluencer
@drericding
@roger_clague
@rajpanjabi

Top Replied-To in G4:
@climatereality
@leodicaprio
@michaelemann
@gretathunberg
@vanessa_vash
@greenpeace

Top Replied-To in G5:
@chuck_thomas

Top Replied-To in G6:
@tobiaslaabs
@migo_offiziell
@suesselimone
@systemanalysen
@swraktuellbw
@erwin_rueddel
@kathrinkuehnk
@jreichelt

Top Replied-To in G9:
@finchth

Top Replied-To in G10:
@sunwutzu

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

Top Mentioned in G1:
@healthnagaland
@mygovnagaland
@dipr_nagaland
@airnews_kohima
@ddnewskohima
@pibkohima
@cmonagaland
@pangnyu
@stateiecbureau

Top Mentioned in G2:
@subyroy
@lns_lux
@_blackmzungu

Top Mentioned in G3:
@clarkemicah
@happywren3
@potus
@wef
@drericding
@karl_lauterbach
@neil_ferguson
@erictopol
@sabinehazanmd
@vp

Top Mentioned in G4:
@transitionface
@energyvaultinc
@chrgovph
@shell
@exxonmobil
@bp_plc
@gpph
@bulwarkonline
@leodicaprio
@gretathunberg

Top Mentioned in G5:
@rivertolake
@avegnojennifer
@cityofnola
@ladepthealth
@umcno
@ochsnerhealth
@tulanemedical
@504healthnet
@chnola
@healthfreedomla

Top Mentioned in G6:
@eckerleisabella
@dlfnova

Top Mentioned in G7:
@growmagazineuw
@_nan_li
@amandalmolder
@uw_lsc
@scipublic
@uwmadisoncals

Top Mentioned in G8:
@thinktoomuchmom

Top Mentioned in G9:
@hourofignorance
@finchth

Top Mentioned in G10:
@maryheglar
@amywestervelt
@zwitschertfrank
@sunwutzu

Top Tweeters
Top Tweeters in Entire Graph:
@pparzival
@fabriciosx
@telegraaf
@nytimes
@torontostar
@_blackmzungu
@subyroy
@fffbot1
@coonavass
@newscomauhq

Top Tweeters in G1:
@fallguyjames
@nagalandbot
@temsutulaimsong
@frankfurtzack
@airnews_kohima
@oida_grantler
@shirleyatsyspro
@this0499154500
@outbreak_india
@pibkohima

Top Tweeters in G2:
@_blackmzungu
@subyroy
@eu_assisti
@metrorailgp
@dantrimont
@isolationbot
@wiltster
@mpetch
@gina_alcera
@hochrisikopati1

Top Tweeters in G3:
@clarkemicah
@wef
@drericding
@erictopol
@gyrowavegen_tm
@roger_clague
@bitgdr
@rajpanjabi
@sabinehazanmd
@slaven000

Top Tweeters in G4:
@fffbot1
@michaelemann
@climatereality
@greenpeace
@vanessa_vash
@gpph
@bp_plc
@bulwarkonline
@chrgovph
@gretathunberg

Top Tweeters in G5:
@cityofnola
@rivertolake
@ochsnerhealth
@healthfreedomla
@ladepthealth
@jona39727642
@chnola
@chuck_thomas
@umcno
@504healthnet

Top Tweeters in G6:
@swraktuellbw
@dlfnova
@systemanalysen
@jreichelt
@erwin_rueddel
@tobiaslaabs
@migo_offiziell
@freiheit20001
@eckerleisabella
@kathrinkuehnk

Top Tweeters in G7:
@b0tsci
@jayaisales
@uwmadisoncals
@amandalmolder
@uw_lsc
@scipublic
@kaiping_chen
@_nan_li
@growmagazineuw
@joriskalitzky

Top Tweeters in G8:
@stawgna
@plumremson
@pollyghhc
@abbieha15810987
@thinktoomuchmom
@imnotshocked58
@pbovat
@faithma84104705
@sgkamnet

Top Tweeters in G9:
@bruce79038687
@dolphin_tj34698
@paddington
@sallettuce
@hourofignorance
@okko
@pcadams1950
@finchth

Top Tweeters in G10:
@coonavass
@whynotgrl666
@likeitsays
@maryheglar
@zwitschertfrank
@sunwutzu
@amywestervelt


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