#FlattenTheCurve, Twitter, 5/14/2022 4:30:47 PM, 276303


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#FlattenTheCurve_2022-05-14_01-36-01.xlsx
#FlattenTheCurve_2022-05-14_01-36-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 14, 2022
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3Ngg4Kc
@this0499154500
@healthnagaland
@transitionface
@fffbot1
@oida_grantler
@nagalandbot
@mygovnagaland
@frankfurtzack
@freiheit20001
@temsutulaimsong

Top hashtags:
#flattenthecurve
#covid19
#togetherwecan

Description:
Description
The graph represents a network of 226 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 Saturday, 14 May 2022 at 08:36 UTC.

The requested start date was Saturday, 14 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, 4-minute period from Saturday, 30 April 2022 at 07:18 UTC to Friday, 13 May 2022 at 12:22 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 : 226
Unique Edges : 146
Edges With Duplicates : 695
Total Edges : 841
Number of Edge Types : 5
Tweet : 141
Retweet : 164
MentionsInRetweet : 223
Mentions : 276
Replies to : 37
Self-Loops : 143
Reciprocated Vertex Pair Ratio : 0.0201005025125628
Reciprocated Edge Ratio : 0.0394088669950739
Connected Components : 74
Single-Vertex Connected Components : 27
Maximum Vertices in a Connected Component : 51
Maximum Edges in a Connected Component : 520
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.560399
Graph Density : 0.003992133726647
Modularity : 0.256106
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 226 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 Saturday, 14 May 2022 at 08:36 UTC.

The requested start date was Saturday, 14 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, 4-minute period from Saturday, 30 April 2022 at 07:18 UTC to Friday, 13 May 2022 at 12:22 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:
[2] https://www.coviz.org/e2b/2022-05-12/
[2] https://www.coviz.org/e2b/2022-05-02/
[2] https://www.twii.co.za/
[2] https://www.coviz.org/e2b/2022-05-07/
[2] https://www.coviz.org/e2b/2022-05-01/
[1] https://scitechdaily.com/common-coronavirus-infections-dont-generate-effective-antibodies-against-covid/
[1] https://scitechdaily.com/new-nasal-spray-proven-to-be-effective-against-all-covid-19-variants-of-concern/
[1] https://scitechdaily.com/salivary-immune-signature-of-covid-infection-different-than-other-flu-like-illnesses/
[1] https://scitechdaily.com/chemical-found-in-broccoli-shown-to-slow-growth-of-covid-19-and-common-cold-viruses/
[1] https://scitechdaily.com/covid-19-increases-risk-of-type-2-diabetes/

Top URLs in Tweet in G1:
[1] https://twitter.com/NovaShpakova/status/1520295218788147201?t=CXN1yeaLigQYsu-CybARIw&s=19
[1] https://twitter.com/PaveConcrete/status/1521608289611620355
[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://alwaysswitchedon.tumblr.com/post/683961813699887104/coronaviruspandemic-how-do-vaccine-boosters
[1] https://trulyjuly.wordpress.com/2022/02/04/sa-coronaviruspandemic-get-your-booster-now-the-5th-wave-is-coming/
[1] https://trulyjuly.wordpress.com/2022/05/04/coronaviruspandemic-how-do-vaccines-work/
[1] https://alwaysswitchedon.tumblr.com/post/683298354167480320/coronaviruspandemic-how-do-vaccines-work

Top URLs in Tweet in G4:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275768
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276030

Top URLs in Tweet in G8:
[1] https://journals.sagepub.com/doi/full/10.1177/09636625211038719?cookieSet=1
[1] https://grow.cals.wisc.edu/priority-themes/health-and-wellness/was-flatten-the-curve-effective

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[344] flattenthecurve
[204] covid19
[142] togetherwecan
[114] nagalandagainstcovid
[86] nagaland
[39] coronavirus
[27] stayhome
[26] covid
[21] dataviz
[18] peoplenotprofit



Top Hashtags in Tweet in G1:
[89] flattenthecurve
[46] covid19
[14] staynotathome
[12] physicaldistancing
[12] coronavirus
[12] stayathome
[12] wirbleibennichtmehrzuhause
[10] coronaviruspandemic
[10] masks4all
[10] washinghands

Top Hashtags in Tweet in G2:
[141] flattenthecurve
[140] togetherwecan
[120] covid19
[114] nagalandagainstcovid
[86] nagaland
[22] covid
[1] largestvaccinedrive

Top Hashtags in Tweet in G3:
[18] peoplenotprofit
[18] fightfor1point5
[18] schoolstrike4climate
[16] fridaysforfuture
[14] flattenthecurve
[10] facetheclimateemergency
[10] firedrillfriday
[10] nofear
[10] unitebehindthescience
[10] globalclimatejustice

Top Hashtags in Tweet in G4:
[8] flattenthecurve
[2] covid19
[2] togetherwecan

Top Hashtags in Tweet in G5:
[1] flattenthecurve

Top Hashtags in Tweet in G6:
[8] originalash
[1] coronavirus
[1] covid_19
[1] flattenthecurve
[1] pokemon

Top Hashtags in Tweet in G7:
[4] flattenthecurve

Top Hashtags in Tweet in G8:
[3] flattenthecurve
[1] scicomm
[1] vizcomm

Top Hashtags in Tweet in G9:
[5] flattenthecurve
[3] zerocovid

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

Top Words
Top Words in Tweet in Entire Graph:
[344] #flattenthecurve
[204] #covid19
[142] #togetherwecan
[141] 2022
[127] status
[114] #nagalandagainstcovid
[88] healthnagaland
[86] bulletin
[86] #nagaland
[53] fresh

Top Words in Tweet in G1:
[89] #flattenthecurve
[46] #covid19
[16] zwerenberg
[14] cases
[14] #staynotathome
[12] #physicaldistancing
[12] #coronavirus
[12] declined
[12] stay
[12] aware

Top Words in Tweet in G2:
[141] #flattenthecurve
[140] 2022
[140] #togetherwecan
[127] status
[120] #covid19
[114] #nagalandagainstcovid
[86] bulletin
[86] #nagaland
[86] healthnagaland
[52] mygovnagaland

Top Words in Tweet in G3:
[18] #peoplenotprofit
[18] #fightfor1point5
[18] #schoolstrike4climate
[16] #fridaysforfuture
[14] #flattenthecurve
[12] ðÿœ
[10] #facetheclimateemergency
[10] #firedrillfriday
[10] #nofear
[10] #unitebehindthescience

Top Words in Tweet in G4:
[8] #flattenthecurve
[4] die
[3] oida_grantler
[2] nodexl
[2] this0499154500
[2] healthnagaland
[2] karl_lauterbach
[2] frankfurtzack
[2] nagalandbot
[2] top

Top Words in Tweet in G5:
[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 G6:
[8] little
[8] health
[8] advice
[8] #originalash
[8] always
[8] take
[8] care
[8] pass
[8] germs
[8] others

Top Words in Tweet in G7:
[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 G8:
[3] thanks
[3] growmagazineuw
[3] featuring
[3] _nan_li
[3] research
[3] examining
[3] effectiveness
[3] #flattenthecurve
[3] phrase
[2] amandalmolder

Top Words in Tweet in G9:
[5] #flattenthecurve
[4] clarkemicah
[3] silencehootgood
[3] happywren3
[3] #zerocovid
[2] countries
[2] economy
[2] due
[2] lockdown

Top Words in Tweet in G10:
[2] weeks

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[86] bulletin,#nagaland
[86] #nagaland,status
[86] #togetherwecan,#flattenthecurve
[85] healthnagaland,#covid19
[64] #covid19,bulletin
[64] 2022,#togetherwecan
[64] #flattenthecurve,#nagalandagainstcovid
[54] #flattenthecurve,#togetherwecan
[51] fresh,positive
[41] #covid19,status

Top Word Pairs in Tweet in G1:
[31] #covid19,#flattenthecurve
[14] #flattenthecurve,#staynotathome
[12] cases,declined
[12] declined,stay
[12] stay,aware
[12] aware,use
[12] use,caution
[12] caution,#covid19
[12] #flattenthecurve,#stayathome
[12] #staynotathome,#wirbleibennichtmehrzuhause

Top Word Pairs in Tweet in G2:
[86] bulletin,#nagaland
[86] #nagaland,status
[86] #togetherwecan,#flattenthecurve
[85] healthnagaland,#covid19
[64] #covid19,bulletin
[64] 2022,#togetherwecan
[64] #flattenthecurve,#nagalandagainstcovid
[54] #flattenthecurve,#togetherwecan
[51] fresh,positive
[41] #covid19,status

Top Word Pairs in Tweet in G3:
[18] #peoplenotprofit,#fightfor1point5
[18] #fightfor1point5,#schoolstrike4climate
[16] #schoolstrike4climate,#fridaysforfuture
[14] #fridaysforfuture,#flattenthecurve
[10] #flattenthecurve,#facetheclimateemergency
[10] #facetheclimateemergency,#firedrillfriday
[10] #firedrillfriday,#nofear
[10] #nofear,#unitebehindthescience
[10] #unitebehindthescience,#globalclimatejustice
[10] #globalclimatejustice,#extinctionrebellion

Top Word Pairs in Tweet in G4:
[2] #flattenthecurve,nodexl
[2] nodexl,this0499154500
[2] this0499154500,healthnagaland
[2] frankfurtzack,oida_grantler
[2] top,hashtags
[2] hashtags,#flattenthecurve
[2] #flattenthecurve,#covid19
[2] #covid19,#togetherwecan
[2] f_schaeffler,hã
[2] hã,tten

Top Word Pairs in Tweet in G5:
[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 G6:
[8] little,health
[8] health,advice
[8] advice,#originalash
[8] #originalash,always
[8] always,take
[8] take,care
[8] care,pass
[8] pass,germs
[8] germs,others
[8] others,sick

Top Word Pairs in Tweet in G7:
[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 G8:
[3] thanks,growmagazineuw
[3] growmagazineuw,featuring
[3] featuring,_nan_li
[3] _nan_li,research
[3] research,examining
[3] examining,effectiveness
[3] effectiveness,#flattenthecurve
[3] #flattenthecurve,phrase
[2] amandalmolder,thanks

Top Word Pairs in Tweet in G9:
[3] silencehootgood,happywren3
[3] happywren3,clarkemicah

Top Replied-To
Top Replied-To in Entire Graph:
@silencehootgood
@climatereality
@vanessa_vash
@leseerlaubnis
@migo_offiziell
@roger_clague
@prof_freedom
@profmiketoole
@fernwoodfreddie
@topvelocity

Top Replied-To in G3:
@vanessa_vash
@climatereality
@leodicaprio
@michaelemann
@flossiebeachcl1
@gretathunberg
@endelstamberg
@greenpeace

Top Replied-To in G4:
@migo_offiziell
@eskurtamin
@f_schaeffler

Top Replied-To in G5:
@finchth

Top Replied-To in G7:
@sunwutzu

Top Replied-To in G9:
@silencehootgood
@roger_clague

Top Replied-To in G10:
@kittydoor12

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

Top Mentioned in G1:
@subyroy
@lns_lux

Top Mentioned in G2:
@healthnagaland
@mygovnagaland
@dipr_nagaland
@airnews_kohima
@ddnewskohima
@pibkohima
@cmonagaland
@pangnyu
@statedisaster

Top Mentioned in G3:
@transitionface
@vanessa_vash
@gretathunberg
@energyvaultinc
@fridays4future
@chrgovph
@shell
@exxonmobil
@bp_plc
@gpph

Top Mentioned in G4:
@oida_grantler
@this0499154500
@healthnagaland
@karl_lauterbach
@frankfurtzack
@nagalandbot
@einhornhuhnschm
@derelcon
@nixwisser2
@freiheit20001

Top Mentioned in G5:
@hourofignorance
@finchth

Top Mentioned in G6:
@theveronicat

Top Mentioned in G7:
@maryheglar
@amywestervelt
@zwitschertfrank
@sunwutzu

Top Mentioned in G8:
@growmagazineuw
@_nan_li
@amandalmolder
@scipublic

Top Mentioned in G9:
@clarkemicah
@happywren3

Top Mentioned in G10:
@frankmyrtle40
@senatorhashmi
@vagovernor73

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

Top Tweeters in G1:
@subyroy
@eu_assisti
@flenktir
@dichotomiker
@isolationbot
@revo1897
@gina_alcera
@hochrisikopati1
@drewwrigley
@trulyjuly

Top Tweeters in G2:
@nagalandbot
@fallguyjames
@temsutulaimsong
@airnews_kohima
@outbreak_india
@pibkohima
@mygovnagaland
@ddnewskohima
@dipr_nagaland
@healthnagaland

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

Top Tweeters in G4:
@derelcon
@frankfurtzack
@oida_grantler
@shirleyatsyspro
@this0499154500
@einhornhuhnschm
@karl_lauterbach
@f_schaeffler
@nixwisser2
@migo_offiziell

Top Tweeters in G5:
@bruce79038687
@dolphin_tj34698
@paddington
@sallettuce
@hourofignorance
@okko
@pcadams1950
@finchth

Top Tweeters in G6:
@mlpdisneylover
@oddeyesdragoon
@tonycalderon3rd
@heroofequestria
@nickster482
@wubcakeva
@theveronicat
@nightmarened123

Top Tweeters in G7:
@coonavass
@whynotgrl666
@likeitsays
@maryheglar
@zwitschertfrank
@sunwutzu
@amywestervelt

Top Tweeters in G8:
@b0tsci
@amandalmolder
@scipublic
@_nan_li
@growmagazineuw

Top Tweeters in G9:
@clarkemicah
@roger_clague
@slaven000
@happywren3
@silencehootgood

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


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