#FlattenTheCurve, Twitter, 5/18/2022 9:32:38 AM, 276536


FAQ | Problem?

#FlattenTheCurve_2022-05-18_01-09-21.xlsx
#FlattenTheCurve_2022-05-18_01-09-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 18, 2022
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3lqJSHO
@this0499154500
@healthnagaland
@freiheit20001
@transitionface
@fffbot1
@mygovnagaland
@slaven000
@frankfurtzack
@oida_grantler
@potus

Top hashtags:
#flattenthecurve
#covid19
#togetherwecan
#nagalandagainstcovid

Description:
Description
The graph represents a network of 250 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 Wednesday, 18 May 2022 at 08:09 UTC.

The requested start date was Wednesday, 18 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, 5-hour, 37-minute period from Wednesday, 04 May 2022 at 06:01 UTC to Tuesday, 17 May 2022 at 11:38 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 : 250
Unique Edges : 185
Edges With Duplicates : 715
Total Edges : 900
Number of Edge Types : 5
Replies to : 48
Mentions : 308
Retweet : 167
MentionsInRetweet : 234
Tweet : 143
Self-Loops : 145
Reciprocated Vertex Pair Ratio : 0.0427350427350427
Reciprocated Edge Ratio : 0.0819672131147541
Connected Components : 79
Single-Vertex Connected Components : 26
Maximum Vertices in a Connected Component : 56
Maximum Edges in a Connected Component : 545
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.611394
Graph Density : 0.00391967871485944
Modularity : 0.276023
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 250 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 Wednesday, 18 May 2022 at 08:09 UTC.

The requested start date was Wednesday, 18 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, 5-hour, 37-minute period from Wednesday, 04 May 2022 at 06:01 UTC to Tuesday, 17 May 2022 at 11:38 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-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/
[1] https://scitechdaily.com/common-coronavirus-infections-dont-generate-effective-antibodies-against-covid/

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://twitter.com/mkeulemans/status/1521808758745280513
[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.swarmapp.com/c/i4zgatOvSxa
[1] https://www.swarmapp.com/c/7vF36h0JAOx
[1] https://www.swarmapp.com/c/cLOhURzwJ5U
[1] https://www.swarmapp.com/c/kr2eerd6vh5
[1] https://www.swarmapp.com/c/hOrKvrJ2bXi

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 G9:
[1] https://subscription-leaders-summit.com/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[380] flattenthecurve
[223] covid19
[156] togetherwecan
[125] nagalandagainstcovid
[94] nagaland
[39] coronavirus
[32] covid
[29] stayhome
[23] dataviz
[17] datascience



Top Hashtags in Tweet in G1:
[162] flattenthecurve
[156] togetherwecan
[130] covid19
[125] nagalandagainstcovid
[94] nagaland
[28] covid
[1] largestvaccinedrive
[1] flattentheoilcurve

Top Hashtags in Tweet in G2:
[94] flattenthecurve
[52] covid19
[14] staynotathome
[12] wirbleibennichtmehrzuhause
[12] stayathome
[11] physicaldistancing
[11] coronavirus
[9] coronaviruspandemic
[9] masks4all
[9] washinghands

Top Hashtags in Tweet in G3:
[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 G4:
[9] flattenthecurve
[4] zerocovid
[1] ham

Top Hashtags in Tweet in G5:
[7] flattenthecurve

Top Hashtags in Tweet in G6:
[11] 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:
[6] flattenthecurve
[6] wearamask
[6] getvaxxed
[5] printlebt
[5] espresso
[4] weekendread
[3] imd2022
[3] museumstag
[1] midweekread
[1] lunchbreak

Top Hashtags in Tweet in G10:
[1] virginia
[1] flattenthecurve

Top Words
Top Words in Tweet in Entire Graph:
[380] #flattenthecurve
[223] #covid19
[156] #togetherwecan
[155] 2022
[136] status
[125] #nagalandagainstcovid
[96] healthnagaland
[94] bulletin
[94] #nagaland
[57] fresh

Top Words in Tweet in G1:
[162] #flattenthecurve
[156] #togetherwecan
[153] 2022
[136] status
[130] #covid19
[125] #nagalandagainstcovid
[96] healthnagaland
[94] bulletin
[94] #nagaland
[56] fresh

Top Words in Tweet in G2:
[94] #flattenthecurve
[52] #covid19
[14] #staynotathome
[13] zwerenberg
[13] cases
[12] #wirbleibennichtmehrzuhause
[12] declined
[12] stay
[12] aware
[12] use

Top Words in Tweet in G3:
[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 G4:
[9] #flattenthecurve
[4] #zerocovid
[4] clarkemicah
[3] countries
[3] due
[3] silencehootgood
[3] happywren3
[2] gyrowavegen_tm
[2] potus
[2] failing

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:
[11] #flattenthecurve
[10] growmagazineuw
[8] _nan_li
[8] research
[8] phrase
[5] pandemic
[5] attitudes
[5] infographic
[4] catchy
[4] changed

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:
[6] #flattenthecurve
[6] #wearamask
[6] #getvaxxed
[5] #printlebt
[5] #espresso
[4] #weekendread
[3] #imd2022
[3] #museumstag
[3] museumstag
[3] porschemuseums

Top Words in Tweet in G10:
[2] weeks

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[94] bulletin,#nagaland
[94] #nagaland,status
[94] #togetherwecan,#flattenthecurve
[92] healthnagaland,#covid19
[66] #covid19,bulletin
[66] 2022,#togetherwecan
[66] #flattenthecurve,#nagalandagainstcovid
[59] #flattenthecurve,#togetherwecan
[56] fresh,positive
[42] #covid19,status

Top Word Pairs in Tweet in G1:
[94] bulletin,#nagaland
[94] #nagaland,status
[94] #togetherwecan,#flattenthecurve
[92] healthnagaland,#covid19
[66] #covid19,bulletin
[66] 2022,#togetherwecan
[66] #flattenthecurve,#nagalandagainstcovid
[59] #flattenthecurve,#togetherwecan
[56] fresh,positive
[42] #covid19,status

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

Top Word Pairs in Tweet in G3:
[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 G4:
[3] silencehootgood,happywren3
[3] happywren3,clarkemicah
[2] criminally,wrong
[2] wrong,#flattenthecurve
[2] numerous,more
[2] #flattenthecurve,policy
[2] long,term

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] pandemic,attitudes
[5] phrase,infographic
[4] #flattenthecurve,catchy
[4] catchy,phrase
[4] infographic,changed
[4] changed,pandemic
[4] attitudes,message
[4] message,still
[4] thanks,growmagazineuw
[4] growmagazineuw,featuring

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 G9:
[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
@jreichelt
@kathrinkuehnk
@erwin_rueddel
@swraktuellbw
@systemanalysen
@suesselimone
@migo_offiziell

Top Replied-To in G1:
@oida_grantler
@eskurtamin

Top Replied-To in G3:
@climatereality
@leodicaprio
@michaelemann
@gretathunberg
@vanessa_vash
@greenpeace

Top Replied-To in G4:
@silencehootgood
@gyrowavegen_tm
@roger_clague
@drericding
@rajpanjabi

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 G10:
@kittydoor12

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

Top Mentioned in G3:
@transitionface
@energyvaultinc
@chrgovph
@shell
@exxonmobil
@bp_plc
@gpph
@bulwarkonline
@leodicaprio
@gretathunberg

Top Mentioned in G4:
@clarkemicah
@happywren3
@potus
@vp
@sabinehazanmd
@presssec

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:
@museumstag
@porschemuseums
@maindirk
@porschedesign

Top Mentioned in G10:
@frankmyrtle40
@senatorhashmi
@vagovernor73

Top Tweeters
Top Tweeters in Entire Graph:
@pparzival
@fabriciosx
@telegraaf
@subyroy
@fffbot1
@newscomauhq
@coonavass
@pyscalellc
@derspiegel
@b0tsci

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

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

Top Tweeters in G3:
@fffbot1
@michaelemann
@climatereality
@greenpeace
@vanessa_vash
@gpph
@bp_plc
@bulwarkonline
@chrgovph
@gretathunberg

Top Tweeters in G4:
@clarkemicah
@drericding
@gyrowavegen_tm
@roger_clague
@rajpanjabi
@sabinehazanmd
@slaven000
@vp
@potus
@percnovitzki

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:
@gun17170309
@museumstag
@porschedesign
@maindirk
@porschemuseums

Top Tweeters in G10:
@frankmyrtle40
@vagovernor73
@kittydoor12
@senatorhashmi
@demkeepin