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#FlattenTheCurve_2022-05-22_01-42-46.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
May 22, 2022
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3wC5lD0
@this0499154500
@bitgdr
@karl_lauterbach
@healthnagaland
@slaven000
@drericding
@mygovnagaland
@potus
@soilworker901
@oida_grantler

Top hashtags:
#flattenthecurve
#covid19
#togetherwecan
#nagalandagainstcovid

Description:
Description
The graph represents a network of 270 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 Sunday, 22 May 2022 at 08:43 UTC.

The requested start date was Sunday, 22 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 12-day, 11-hour, 0-minute period from Sunday, 08 May 2022 at 01:14 UTC to Friday, 20 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 : 270
Unique Edges : 176
Edges With Duplicates : 751
Total Edges : 927
Number of Edge Types : 5
Tweet : 144
Retweet : 172
MentionsInRetweet : 221
Replies to : 50
Mentions : 340
Self-Loops : 148
Reciprocated Vertex Pair Ratio : 0.0431034482758621
Reciprocated Edge Ratio : 0.0826446280991736
Connected Components : 84
Single-Vertex Connected Components : 27
Maximum Vertices in a Connected Component : 51
Maximum Edges in a Connected Component : 547
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.428812
Graph Density : 0.00333195649180779
Modularity : 0.270555
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 270 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 Sunday, 22 May 2022 at 08:43 UTC.

The requested start date was Sunday, 22 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 12-day, 11-hour, 0-minute period from Sunday, 08 May 2022 at 01:14 UTC to Friday, 20 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://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/
[1] https://scitechdaily.com/whats-the-skinny-on-those-pandemic-pounds-new-insight-on-weight-gain-during-the-covid-19-quarantine/
[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/
[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=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 G9:
[1] https://twitter.com/reuters/status/1527181112010842112

Top URLs in Tweet in G10:
[1] https://subscription-leaders-summit.com/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[382] flattenthecurve
[229] covid19
[155] togetherwecan
[122] nagalandagainstcovid
[83] nagaland
[35] coronavirus
[31] stayhome
[30] covid
[21] dataviz
[16] datascience



Top Hashtags in Tweet in G1:
[160] flattenthecurve
[155] togetherwecan
[131] covid19
[122] nagalandagainstcovid
[83] nagaland
[26] covid
[1] largestvaccinedrive
[1] flattentheoilcurve

Top Hashtags in Tweet in G2:
[89] flattenthecurve
[57] covid19
[12] coronavirus
[12] stayathome
[11] physicaldistancing
[10] masks4all
[10] washinghands
[10] goodventilation
[10] covid_19
[10] covid19ph

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

Top Hashtags in Tweet in G4:
[1] flattenthecurve

Top Hashtags in Tweet in G5:
[8] 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
[1] stopthetreaty

Top Hashtags in Tweet in G8:
[4] flattenthecurve

Top Hashtags in Tweet in G9:
[7] flattenthecurve
[2] covid19
[2] 15daystoslowthespread
[2] bidenflation
[2] gas

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:
[382] #flattenthecurve
[229] #covid19
[155] 2022
[155] #togetherwecan
[131] status
[122] #nagalandagainstcovid
[92] healthnagaland
[83] bulletin
[83] #nagaland
[64] fresh

Top Words in Tweet in G1:
[160] #flattenthecurve
[155] #togetherwecan
[153] 2022
[131] #covid19
[131] status
[122] #nagalandagainstcovid
[92] healthnagaland
[83] bulletin
[83] #nagaland
[64] fresh

Top Words in Tweet in G2:
[89] #flattenthecurve
[57] #covid19
[14] people
[12] #coronavirus
[12] #stayathome
[11] #physicaldistancing
[11] cases
[11] declined
[11] stay
[11] aware

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 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:
[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:
[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 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:
[7] #flattenthecurve
[3] two
[3] weeks
[2] fifteen
[2] days
[2] slow
[2] spread
[2] #covid19
[2] #15daystoslowthespread
[2] everyone

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:
[89] healthnagaland,#covid19
[83] bulletin,#nagaland
[83] #nagaland,status
[83] #togetherwecan,#flattenthecurve
[70] #flattenthecurve,#togetherwecan
[64] fresh,positive
[57] #covid19,bulletin
[57] 2022,#togetherwecan
[57] #flattenthecurve,#nagalandagainstcovid
[48] #covid19,status

Top Word Pairs in Tweet in G1:
[89] healthnagaland,#covid19
[83] bulletin,#nagaland
[83] #nagaland,status
[83] #togetherwecan,#flattenthecurve
[70] #flattenthecurve,#togetherwecan
[64] fresh,positive
[57] #covid19,bulletin
[57] 2022,#togetherwecan
[57] #flattenthecurve,#nagalandagainstcovid
[48] #covid19,status

Top Word Pairs in Tweet in G2:
[41] #covid19,#flattenthecurve
[11] cases,declined
[11] declined,stay
[11] stay,aware
[11] aware,use
[11] use,caution
[11] caution,#covid19
[11] #flattenthecurve,#stayathome
[10] proper,#masks4all
[10] #masks4all,#physicaldistancing

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 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:
[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:
[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 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:
[2] fifteen,days
[2] days,slow
[2] slow,spread
[2] spread,#covid19
[2] #covid19,#flattenthecurve
[2] #flattenthecurve,#15daystoslowthespread
[2] everyone,stop
[2] stop,driving
[2] driving,weeks
[2] weeks,flatten

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
@bild
@oida_grantler
@gyrowavegen_tm
@sakura22616343
@hayesy316
@tobiaslaabs
@jreichelt
@kathrinkuehnk
@erwin_rueddel

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:
@chuck_thomas

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

Top Replied-To in G8:
@sunwutzu

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

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

Top Mentioned in G2:
@lns_lux
@_blackmzungu

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

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:
@thinktoomuchmom

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

Top Mentioned in G9:
@bestofthebased
@bonelee
@lloydlegalist
@warriors_mom

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

Top Tweeters
Top Tweeters in Entire Graph:
@fabriciosx
@telegraaf
@nytimes
@torontostar
@bild
@_blackmzungu
@warriors_mom
@fffbot1
@coonavass
@pyscalellc

Top Tweeters in G1:
@fffbot1
@fallguyjames
@nagalandbot
@temsutulaimsong
@frankfurtzack
@airnews_kohima
@oida_grantler
@shirleyatsyspro
@this0499154500
@outbreak_india

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

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

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:
@stawgna
@plumremson
@pollyghhc
@abbieha15810987
@thinktoomuchmom
@imnotshocked58
@pbovat
@faithma84104705
@sgkamnet

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

Top Tweeters in G9:
@warriors_mom
@naplestan
@lloydlegalist
@bonelee
@bestofthebased

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