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#FlattenTheCurve_2022-05-12_02-50-25.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
May 12, 2022
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3M7SlvB
@this0499154500
@healthnagaland
@transitionface
@frankfurtzack
@karl_lauterbach
@oida_grantler
@nagalandbot
@mygovnagaland
@fffbot1
@soilworker901

Top hashtags:
#flattenthecurve
#covid19
#togetherwecan

Description:
Description
The graph represents a network of 220 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, 12 May 2022 at 09:50 UTC.

The requested start date was Thursday, 12 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, 21-minute period from Thursday, 28 April 2022 at 03:58 UTC to Wednesday, 11 May 2022 at 11:20 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 : 220
Unique Edges : 135
Edges With Duplicates : 648
Total Edges : 783
Number of Edge Types : 5
Retweet : 150
MentionsInRetweet : 202
Tweet : 130
Mentions : 263
Replies to : 38
Self-Loops : 132
Reciprocated Vertex Pair Ratio : 0.0159574468085106
Reciprocated Edge Ratio : 0.031413612565445
Connected Components : 72
Single-Vertex Connected Components : 24
Maximum Vertices in a Connected Component : 34
Maximum Edges in a Connected Component : 438
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.103113
Graph Density : 0.00396430053964301
Modularity : 0.260012
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 220 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, 12 May 2022 at 09:50 UTC.

The requested start date was Thursday, 12 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, 21-minute period from Thursday, 28 April 2022 at 03:58 UTC to Wednesday, 11 May 2022 at 11:20 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.twii.co.za/
[2] https://www.coviz.org/e2b/2022-05-07/
[2] https://www.coviz.org/e2b/2022-05-02/
[2] https://www.coviz.org/e2b/2022-04-28/
[2] https://www.coviz.org/e2b/2022-05-01/
[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://www.telegraaf.nl/nieuws/136364095/ggd-voorziet-prikwens-voor-zomer-nu-coronareisbewijs-komend-jaar-blijft?utm_source=t.co&utm_medium=referral&utm_campaign=twitter
[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://www.youtube.com/watch?v=tGmRdm_oJFQ

[1] https://twitter.com/NovaShpakova/status/1520295218788147201?t=CXN1yeaLigQYsu-CybARIw&s=19
[1] https://twitter.com/PaveConcrete/status/1521608289611620355
[1] https://alwaysswitchedon.tumblr.com/post/683298354167480320/coronaviruspandemic-how-do-vaccines-work
[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://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://www.swarmapp.com/c/d4LsjADYpCE

Top URLs in Tweet in G4:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275768
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275571

Top URLs in Tweet in G9:
[1] https://www.upi.com/Health_News/2022/04/27/COVID-measures-mental-health/1501651068389/

Top URLs in Tweet in G10:
[1] https://www.telegraaf.nl/nieuws/136364095/ggd-voorziet-prikwens-voor-zomer-nu-coronareisbewijs-komend-jaar-blijft?utm_source=t.co&utm_medium=referral&utm_campaign=twitter

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[322] flattenthecurve
[189] covid19
[132] togetherwecan
[105] nagalandagainstcovid
[81] nagaland
[37] coronavirus
[25] stayhome
[23] covid
[20] dataviz
[18] peoplenotprofit



Top Hashtags in Tweet in G1:
[85] flattenthecurve
[46] covid19
[14] staynotathome
[13] stayathome
[12] wirbleibennichtmehrzuhause
[11] physicaldistancing
[11] coronavirus
[9] masks4all
[9] washinghands
[9] goodventilation

Top Hashtags in Tweet in G2:
[130] togetherwecan
[130] flattenthecurve
[109] covid19
[105] nagalandagainstcovid
[81] nagaland
[21] covid

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:
[9] 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:
[1] virginia
[1] flattenthecurve

Top Hashtags in Tweet in G9:
[5] corona
[5] flattenthecurve
[5] nocovid
[5] zerocovid

Top Hashtags in Tweet in G10:
[3] booster
[3] herhaalprik
[3] corona
[3] oppepprik
[3] knettergek
[3] vakantie
[3] flattenthecurve

Top Words
Top Words in Tweet in Entire Graph:
[322] #flattenthecurve
[189] #covid19
[132] #togetherwecan
[130] 2022
[121] status
[105] #nagalandagainstcovid
[81] bulletin
[81] #nagaland
[79] healthnagaland
[51] fresh

Top Words in Tweet in G1:
[85] #flattenthecurve
[46] #covid19
[19] zwerenberg
[15] cases
[14] #staynotathome
[13] declined
[13] stay
[13] aware
[13] use
[13] caution

Top Words in Tweet in G2:
[130] 2022
[130] #togetherwecan
[130] #flattenthecurve
[121] status
[109] #covid19
[105] #nagalandagainstcovid
[81] bulletin
[81] #nagaland
[77] healthnagaland
[50] 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:
[9] #flattenthecurve
[5] die
[3] karl_lauterbach
[3] frankfurtzack
[3] oida_grantler
[2] müssen
[2] weiter
[2] nodexl
[2] this0499154500
[2] healthnagaland

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:
[2] weeks

Top Words in Tweet in G9:
[5] #corona
[5] verlangsamung
[5] #flattenthecurve
[5] war
[5] psychisch
[5] belastender
[5] eliminationsstrategien
[5] #nocovid
[5] #zerocovid
[4] markumei

Top Words in Tweet in G10:
[3] #booster
[3] #herhaalprik
[3] #corona
[3] #oppepprik
[3] #knettergek
[3] #vakantie
[3] #flattenthecurve
[3] alles
[3] gezondheid
[3] ggd

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[81] bulletin,#nagaland
[81] #nagaland,status
[81] #togetherwecan,#flattenthecurve
[77] healthnagaland,#covid19
[60] #covid19,bulletin
[60] 2022,#togetherwecan
[60] #flattenthecurve,#nagalandagainstcovid
[49] fresh,positive
[49] #flattenthecurve,#togetherwecan
[40] #covid19,status

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

Top Word Pairs in Tweet in G2:
[81] bulletin,#nagaland
[81] #nagaland,status
[81] #togetherwecan,#flattenthecurve
[77] healthnagaland,#covid19
[60] #covid19,bulletin
[60] 2022,#togetherwecan
[60] #flattenthecurve,#nagalandagainstcovid
[49] fresh,positive
[49] #flattenthecurve,#togetherwecan
[40] #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] karl_lauterbach,einhornhuhnschm
[2] top,hashtags
[2] hashtags,#flattenthecurve
[2] #flattenthecurve,#covid19
[2] #covid19,#togetherwecan
[2] f_schaeffler,hã
[2] hã,tten
[2] tten,lã
[2] lã,ngst

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 G9:
[5] #corona,verlangsamung
[5] verlangsamung,#flattenthecurve
[5] #flattenthecurve,war
[5] war,psychisch
[5] psychisch,belastender
[5] belastender,eliminationsstrategien
[5] eliminationsstrategien,#nocovid
[5] #nocovid,#zerocovid
[4] markumei,#corona
[4] #zerocovid,hâ

Top Word Pairs in Tweet in G10:
[3] #booster,#herhaalprik
[3] #herhaalprik,#corona
[3] #corona,#oppepprik
[3] #oppepprik,#knettergek
[3] #knettergek,#vakantie
[3] #vakantie,#flattenthecurve
[3] #flattenthecurve,alles
[3] alles,gezondheid
[3] gezondheid,ggd
[3] ggd,voorziet

Top Replied-To
Top Replied-To in Entire Graph:
@climatereality
@vanessa_vash
@profmiketoole
@fernwoodfreddie
@topvelocity
@soul_of_a_sage
@rajpanjabi
@sunwutzu
@kittydoor12
@sahealth

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

Top Replied-To in G4:
@eskurtamin
@f_schaeffler
@frankfurtzack
@welt

Top Replied-To in G5:
@finchth

Top Replied-To in G7:
@sunwutzu

Top Replied-To in G8:
@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:
@karl_lauterbach
@oida_grantler
@this0499154500
@healthnagaland
@einhornhuhnschm
@derelcon
@frankfurtzack
@freiheit20001
@nixwisser2
@nagalandbot

Top Mentioned in G5:
@hourofignorance
@finchth

Top Mentioned in G6:
@theveronicat

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

Top Mentioned in G8:
@frankmyrtle40
@senatorhashmi
@vagovernor73

Top Mentioned in G9:
@markumei

Top Mentioned in G10:
@dwaailap
@telegraaf

Top Tweeters
Top Tweeters in Entire Graph:
@pparzival
@fabriciosx
@business
@telegraaf
@welt
@brendaoncats
@nolanews
@mlpdisneylover
@subyroy
@fffbot1

Top Tweeters in G1:
@subyroy
@eu_assisti
@flenktir
@dichotomiker
@isolationbot
@kevinth37990421
@revo1897
@gina_alcera
@drewwrigley
@trulyjuly

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

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

Top Tweeters in G4:
@welt
@derelcon
@dave__lightman
@michaelgoehring
@frankfurtzack
@oida_grantler
@c_lindner
@this0499154500
@einhornhuhnschm
@karl_lauterbach

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:
@frankmyrtle40
@vagovernor73
@kittydoor12
@senatorhashmi
@demkeepin

Top Tweeters in G9:
@mertinsk
@markumei
@grosty10
@nrwinzidenz
@will_ins_gruene

Top Tweeters in G10:
@telegraaf
@sassefras1979
@dwaailap
@diepenjaap