#FlattenTheCurve, Twitter, 5/19/2022 11:00:28 AM, 276611


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#FlattenTheCurve_2022-05-19_02-50-25.xlsx
#FlattenTheCurve_2022-05-19_02-50-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 19, 2022
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3MwWbOP
@this0499154500
@bitgdr
@karl_lauterbach
@healthnagaland
@drericding
@slaven000
@freiheit20001
@transitionface
@fffbot1
@mygovnagaland

Top hashtags:
#flattenthecurve
#covid19
#togetherwecan
#nagalandagainstcovid

Description:
Description
The graph represents a network of 255 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, 19 May 2022 at 09:50 UTC.

The requested start date was Thursday, 19 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, 7-hour, 10-minute period from Thursday, 05 May 2022 at 05:13 UTC to Wednesday, 18 May 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 : 255
Unique Edges : 186
Edges With Duplicates : 747
Total Edges : 933
Number of Edge Types : 5
Mentions : 333
Retweet : 169
MentionsInRetweet : 235
Replies to : 52
Tweet : 144
Self-Loops : 147
Reciprocated Vertex Pair Ratio : 0.0418410041841004
Reciprocated Edge Ratio : 0.0803212851405622
Connected Components : 77
Single-Vertex Connected Components : 25
Maximum Vertices in a Connected Component : 75
Maximum Edges in a Connected Component : 589
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.815046
Graph Density : 0.00384437239462714
Modularity : 0.269402
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 255 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, 19 May 2022 at 09:50 UTC.

The requested start date was Thursday, 19 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, 7-hour, 10-minute period from Thursday, 05 May 2022 at 05:13 UTC to Wednesday, 18 May 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:
[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/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/
[1] https://scitechdaily.com/uv-led-lights-can-destroy-coronaviruses-and-hiv-with-the-flip-of-a-switch/

Top URLs in Tweet in G1:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276151
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275768
[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 G6:
[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 URLs in Tweet in G10:
[1] https://subscription-leaders-summit.com/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[385] flattenthecurve
[227] covid19
[158] togetherwecan
[126] nagalandagainstcovid
[92] nagaland
[39] coronavirus
[32] covid
[32] stayhome
[24] dataviz
[18] datascience



Top Hashtags in Tweet in G1:
[164] flattenthecurve
[158] togetherwecan
[131] covid19
[126] nagalandagainstcovid
[92] nagaland
[29] covid
[1] largestvaccinedrive
[1] flattentheoilcurve

Top Hashtags in Tweet in G2:
[91] flattenthecurve
[54] covid19
[13] staynotathome
[12] stayathome
[11] physicaldistancing
[11] coronavirus
[10] 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:
[7] flattenthecurve

Top Hashtags in Tweet in G6:
[12] flattenthecurve
[2] scicomm
[1] vizcomm
[1] spring2022grow
[1] covid19

Top Hashtags in Tweet in G7:
[1] flattenthecurve

Top Hashtags in Tweet in G8:
[4] flattenthecurve

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

Top Hashtags in Tweet in G10:
[6] flattenthecurve
[6] wearamask
[6] getvaxxed
[5] printlebt
[5] espresso
[4] weekendread
[3] imd2022
[3] museumstag
[1] peace
[1] absolventum

Top Words
Top Words in Tweet in Entire Graph:
[385] #flattenthecurve
[227] #covid19
[158] #togetherwecan
[157] 2022
[136] status
[126] #nagalandagainstcovid
[94] healthnagaland
[92] bulletin
[92] #nagaland
[60] fresh

Top Words in Tweet in G1:
[164] #flattenthecurve
[158] #togetherwecan
[155] 2022
[136] status
[131] #covid19
[126] #nagalandagainstcovid
[94] healthnagaland
[92] bulletin
[92] #nagaland
[59] fresh

Top Words in Tweet in G2:
[91] #flattenthecurve
[54] #covid19
[13] #staynotathome
[13] zwerenberg
[12] cases
[12] declined
[12] stay
[12] aware
[12] use
[12] caution

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 G5:
[8] pandemie
[7] maßnahmen
[7] #flattenthecurve
[6] welle
[4] verlängern
[4] siehe
[3] die
[3] verlängert
[2] herr
[2] jegliche

Top Words in Tweet in G6:
[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 G7:
[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 G8:
[4] sunwutzu
[4] maryheglar
[4] amywestervelt
[4] task
[4] #flattenthecurve
[4] stabilize
[4] co2
[4] content
[4] graphic
[3] zwitschertfrank

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

Top Words in Tweet in G10:
[6] #flattenthecurve
[6] #wearamask
[6] #getvaxxed
[5] #printlebt
[5] #espresso
[4] #weekendread
[3] #imd2022
[3] #museumstag
[3] museumstag
[3] porschemuseums

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[92] bulletin,#nagaland
[92] #nagaland,status
[92] #togetherwecan,#flattenthecurve
[90] healthnagaland,#covid19
[63] #flattenthecurve,#togetherwecan
[63] #covid19,bulletin
[63] 2022,#togetherwecan
[63] #flattenthecurve,#nagalandagainstcovid
[59] fresh,positive
[44] #covid19,status

Top Word Pairs in Tweet in G1:
[92] bulletin,#nagaland
[92] #nagaland,status
[92] #togetherwecan,#flattenthecurve
[90] healthnagaland,#covid19
[63] #flattenthecurve,#togetherwecan
[63] #covid19,bulletin
[63] 2022,#togetherwecan
[63] #flattenthecurve,#nagalandagainstcovid
[59] fresh,positive
[44] #covid19,status

Top Word Pairs in Tweet in G2:
[39] #covid19,#flattenthecurve
[13] #flattenthecurve,#staynotathome
[12] cases,declined
[12] declined,stay
[12] stay,aware
[12] aware,use
[12] use,caution
[12] caution,#covid19
[12] #flattenthecurve,#stayathome
[10] #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 G5:
[6] welle,pandemie
[4] siehe,#flattenthecurve
[3] pandemie,maßnahmen
[3] maßnahmen,verlängern
[2] maßnahmen,#flattenthecurve
[2] verlängern,welle

Top Word Pairs in Tweet in G6:
[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 G7:
[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 G8:
[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 Word Pairs in Tweet in G10:
[6] #flattenthecurve,#wearamask
[6] #wearamask,#getvaxxed
[5] #getvaxxed,#printlebt
[4] #printlebt,#weekendread
[4] #weekendread,#espresso
[3] #espresso,#imd2022
[3] #imd2022,#museumstag
[3] #museumstag,museumstag
[3] museumstag,porschemuseums
[2] maindirk,#flattenthecurve

Top Replied-To
Top Replied-To in Entire Graph:
@silencehootgood
@gyrowavegen_tm
@climatereality
@nikojilch
@sunfluencer
@torontostar
@6baazar
@jreichelt
@kathrinkuehnk
@erwin_rueddel

Top Replied-To in G1:
@oida_grantler
@eskurtamin

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:
@jreichelt
@migo_offiziell
@suesselimone
@systemanalysen
@swraktuellbw
@erwin_rueddel
@kathrinkuehnk

Top Replied-To in G7:
@finchth

Top Replied-To in G8:
@sunwutzu

Top Replied-To in G9:
@6baazar
@shomburg

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:
@eckerleisabella
@dlfnova

Top Mentioned in G6:
@growmagazineuw
@_nan_li
@amandalmolder
@uw_lsc
@scipublic
@uwmadisoncals

Top Mentioned in G7:
@hourofignorance
@finchth

Top Mentioned in G8:
@maryheglar
@amywestervelt
@zwitschertfrank
@sunwutzu

Top Mentioned in G9:
@shomburg
@pparzival
@tim_roehn

Top Mentioned in G10:
@museumstag
@porschemuseums
@maindirk
@porschedesign

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

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

Top Tweeters in G2:
@_blackmzungu
@subyroy
@eu_assisti
@metrorailgp
@isolationbot
@wiltster
@gina_alcera
@hochrisikopati1
@drewwrigley
@trulyjuly

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:
@swraktuellbw
@dlfnova
@systemanalysen
@jreichelt
@erwin_rueddel
@migo_offiziell
@freiheit20001
@eckerleisabella
@kathrinkuehnk
@suesselimone

Top Tweeters in G6:
@b0tsci
@jayaisales
@uwmadisoncals
@amandalmolder
@uw_lsc
@scipublic
@kaiping_chen
@_nan_li
@growmagazineuw
@joriskalitzky

Top Tweeters in G7:
@bruce79038687
@dolphin_tj34698
@paddington
@sallettuce
@hourofignorance
@okko
@pcadams1950
@finchth

Top Tweeters in G8:
@coonavass
@whynotgrl666
@likeitsays
@maryheglar
@zwitschertfrank
@sunwutzu
@amywestervelt

Top Tweeters in G9:
@pparzival
@tim_roehn
@shomburg
@6baazar
@mdamby1
@k4yr4h

Top Tweeters in G10:
@gun17170309
@museumstag
@porschedesign
@maindirk
@porschemuseums


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