#FlattenTheCurve, Twitter, 5/26/2022 10:42:25 AM, 277085


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#FlattenTheCurve_2022-05-26_02-50-26.xlsx
#FlattenTheCurve_2022-05-26_02-50-26.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 26, 2022
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3wQ7WL6
@this0499154500
@healthnagaland
@slaven000
@freiheit20001
@frankfurtzack
@holmenkollin
@rafrovde
@nagalandbot
@bitgdr
@fffbot1

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

Description:
Description
The graph represents a network of 291 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, 26 May 2022 at 09:50 UTC.

The requested start date was Thursday, 26 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, 1-hour, 28-minute period from Thursday, 12 May 2022 at 10:45 UTC to Wednesday, 25 May 2022 at 12:14 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 : 291
Unique Edges : 200
Edges With Duplicates : 749
Total Edges : 949
Number of Edge Types : 5
Tweet : 150
MentionsInRetweet : 213
Retweet : 167
Mentions : 352
Replies to : 67
Self-Loops : 154
Reciprocated Vertex Pair Ratio : 0.0403225806451613
Reciprocated Edge Ratio : 0.0775193798449612
Connected Components : 88
Single-Vertex Connected Components : 32
Maximum Vertices in a Connected Component : 78
Maximum Edges in a Connected Component : 587
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.364435
Graph Density : 0.00305723426946321
Modularity : 0.274454
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 291 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, 26 May 2022 at 09:50 UTC.

The requested start date was Thursday, 26 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, 1-hour, 28-minute period from Thursday, 12 May 2022 at 10:45 UTC to Wednesday, 25 May 2022 at 12:14 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://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276984
[3] https://www.coviz.org/e2b/2022-05-15/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276878
[2] https://alexisskyycoboutique.com/
[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/
[1] https://twitter.com/SenWhitehouse/status/1529224611052797953
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276611

Top URLs in Tweet in G1:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276984
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276878
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276151
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276611

Top URLs in Tweet in G2:
[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://twitter.com/ntvkenya/status/1243544861539807239?s=19
[1] https://twitter.com/EXrayFuSion/status/1248600702223433729
[1] https://twitter.com/spectatorindex/status/1527057920420380672
[1] https://twitter.com/shamscharania/status/1527358372353232916
[1] https://twitter.com/tagesschau/status/1528310509451231233

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://twitter.com/GeraldKutney/status/1528701777138286592

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[414] flattenthecurve
[218] covid19
[152] togetherwecan
[122] nagalandagainstcovid
[85] nagaland
[35] coronavirus
[32] covid
[31] stayhome
[23] dataviz
[18] datascience



Top Hashtags in Tweet in G1:
[163] flattenthecurve
[152] togetherwecan
[124] covid19
[122] nagalandagainstcovid
[85] nagaland
[31] covid
[1] largestvaccinedrive
[1] risikogruppen
[1] affenpocken

Top Hashtags in Tweet in G2:
[91] flattenthecurve
[57] covid19
[14] stayathome
[10] coronavirus
[9] masks4all
[9] physicaldistancing
[9] washinghands
[9] goodventilation
[9] covid_19
[9] covid19ph

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

Top Hashtags in Tweet in G4:
[1] flattenthecurve

Top Hashtags in Tweet in G5:
[8] flattenthecurve

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

Top Hashtags in Tweet in G7:
[4] flattenthecurve
[1] wellenbrecheraffenlockdown
[1] fürzweiwochen
[1] bisweihnachten
[1] allesdichtmachen
[1] impfpflicht

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

Top Hashtags in Tweet in G9:
[6] flattenthecurve

Top Hashtags in Tweet in G10:
[6] flattenthecurve
[6] climatebrawl

Top Words
Top Words in Tweet in Entire Graph:
[414] #flattenthecurve
[218] #covid19
[152] #togetherwecan
[149] 2022
[128] status
[122] #nagalandagainstcovid
[89] healthnagaland
[85] #nagaland
[83] bulletin
[59] fresh

Top Words in Tweet in G1:
[163] #flattenthecurve
[152] #togetherwecan
[148] 2022
[128] status
[124] #covid19
[122] #nagalandagainstcovid
[89] healthnagaland
[85] #nagaland
[83] bulletin
[59] fresh

Top Words in Tweet in G2:
[91] #flattenthecurve
[57] #covid19
[14] #stayathome
[13] people
[13] stay
[12] cases
[12] declined
[12] aware
[12] use
[12] caution

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

Top Words in Tweet in G5:
[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 G6:
[13] #flattenthecurve
[12] growmagazineuw
[10] phrase
[9] _nan_li
[9] research
[6] infographic
[6] pandemic
[6] attitudes
[5] amandalmolder
[5] thanks

Top Words in Tweet in G7:
[4] #flattenthecurve
[2] shomburg

Top Words in Tweet in G8:
[11] go
[11] back
[11] time
[11] mar
[11] 2020
[11] knowing
[11] know
[11] stood
[11] rights
[11] before

Top Words in Tweet in G9:
[6] #flattenthecurve
[4] wochen
[2] fridays4fascism
[2] brauchen
[2] harten
[2] lockdown
[2] alles
[2] vorbei
[2] focusonline
[2] tagesschau

Top Words in Tweet in G10:
[6] #flattenthecurve
[6] #climatebrawl
[5] allanmargolin

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[83] bulletin,#nagaland
[83] #nagaland,status
[83] #togetherwecan,#flattenthecurve
[81] healthnagaland,#covid19
[65] #flattenthecurve,#togetherwecan
[59] fresh,positive
[53] #covid19,bulletin
[53] 2022,#togetherwecan
[53] #flattenthecurve,#nagalandagainstcovid
[46] #covid19,#flattenthecurve

Top Word Pairs in Tweet in G1:
[83] bulletin,#nagaland
[83] #nagaland,status
[83] #togetherwecan,#flattenthecurve
[81] healthnagaland,#covid19
[65] #flattenthecurve,#togetherwecan
[59] fresh,positive
[53] #covid19,bulletin
[53] 2022,#togetherwecan
[53] #flattenthecurve,#nagalandagainstcovid
[45] #covid19,status

Top Word Pairs in Tweet in G2:
[44] #covid19,#flattenthecurve
[12] cases,declined
[12] declined,stay
[12] stay,aware
[12] aware,use
[12] use,caution
[12] caution,#covid19
[12] #flattenthecurve,#stayathome
[9] proper,#masks4all
[9] #masks4all,#physicaldistancing

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

Top Word Pairs in Tweet in G5:
[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 G6:
[6] phrase,infographic
[6] pandemic,attitudes
[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

Top Word Pairs in Tweet in G8:
[11] go,back
[11] back,time
[11] time,mar
[11] mar,2020
[11] 2020,knowing
[11] knowing,know
[11] know,stood
[11] stood,rights
[11] rights,before
[10] thinktoomuchmom,go

Top Word Pairs in Tweet in G9:
[2] fridays4fascism,brauchen
[2] brauchen,wochen
[2] wochen,harten
[2] harten,lockdown
[2] lockdown,alles
[2] alles,vorbei
[2] vorbei,#flattenthecurve
[2] tagesschau,wochen
[2] wochen,#flattenthecurve

Top Word Pairs in Tweet in G10:
[6] #flattenthecurve,#climatebrawl
[5] allanmargolin,#flattenthecurve

Top Replied-To
Top Replied-To in Entire Graph:
@bild
@silencehootgood
@focusonline
@gyrowavegen_tm
@usminitru
@tagesschau
@oida_grantler
@fridays4fascism
@svenlehmann
@bostonglobe

Top Replied-To in G1:
@sunfluencer
@karl_lauterbach

Top Replied-To in G3:
@silencehootgood
@gyrowavegen_tm
@roger_clague
@dhogaza2
@drericding

Top Replied-To in G4:
@chuck_thomas

Top Replied-To in G5:
@tobiaslaabs
@migo_offiziell
@suesselimone
@systemanalysen
@swraktuellbw
@erwin_rueddel
@kathrinkuehnk
@jreichelt

Top Replied-To in G7:
@geowieland
@shomburg
@6baazar
@lviehler

Top Replied-To in G9:
@focusonline
@tagesschau
@fridays4fascism

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:
@_blackmzungu

Top Mentioned in G3:
@clarkemicah
@happywren3
@potus
@vp
@sabinehazanmd
@virginiabuysse
@alexmeshkin

Top Mentioned in G4:
@rivertolake
@avegnojennifer
@cityofnola
@ladepthealth
@umcno
@ochsnerhealth
@tulanemedical
@504healthnet
@chnola
@healthfreedomla

Top Mentioned in G5:
@eckerleisabella
@dlfnova

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

Top Mentioned in G7:
@frankfurtzack
@holmenkollin
@archivgerdk10
@shomburg

Top Mentioned in G8:
@thinktoomuchmom

Top Mentioned in G9:
@behindthematrix
@fridays4fascism

Top Mentioned in G10:
@allanmargolin

Top Tweeters
Top Tweeters in Entire Graph:
@ejlazar
@fabriciosx
@frackhazreveal
@welt
@bostonglobe
@nytimes
@alisonborealis
@torontostar
@bild
@_blackmzungu

Top Tweeters in G1:
@wef
@drericding
@fallguyjames
@nagalandbot
@erictopol
@temsutulaimsong
@airnews_kohima
@this0499154500
@outbreak_india
@pibkohima

Top Tweeters in G2:
@_blackmzungu
@metrorailgp
@dantrimont
@chunkylover64
@isolationbot
@wiltster
@milla_ole
@mpetch
@hochrisikopati1
@gina_alcera

Top Tweeters in G3:
@clarkemicah
@alexmeshkin
@virginiabuysse
@gyrowavegen_tm
@roger_clague
@sabinehazanmd
@slaven000
@vp
@potus
@dhogaza2

Top Tweeters in G4:
@cityofnola
@rivertolake
@ochsnerhealth
@healthfreedomla
@ladepthealth
@chuck_thomas
@jona39727642
@chnola
@umcno
@504healthnet

Top Tweeters in G5:
@swraktuellbw
@dlfnova
@systemanalysen
@jreichelt
@erwin_rueddel
@tobiaslaabs
@migo_offiziell
@freiheit20001
@eckerleisabella
@kathrinkuehnk

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

Top Tweeters in G7:
@holmenkollin
@frankfurtzack
@shomburg
@6baazar
@mdamby1
@lviehler
@geowieland
@rafrovde
@archivgerdk10

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

Top Tweeters in G9:
@focusonline
@tagesschau
@beltschazzara
@lauterknall
@behindthematrix
@tinchen1506
@fridays4fascism

Top Tweeters in G10:
@frackhazreveal
@alisonborealis
@geraldkutney
@martin_fff
@allanmargolin
@anathematrix