#FlattenTheCurve, Twitter, 8/17/2022 10:01:41 AM, 280211


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#FlattenTheCurve_2022-08-17_01-09-21.xlsx
#FlattenTheCurve_2022-08-17_01-09-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 17, 2022
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3psBIRv
@do_kinder
@antonpeterson13
@lottaviehler
@karl_lauterbach
@healthnagaland
@schmiedlars
@welt
@falko_haase
@hypno_tech
@wendyblazer65

Top hashtags:
#flattenthecurve
#covid19
#togetherwecan
#nagalandagainstcovid

Description:
Description
The graph represents a network of 378 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, 17 August 2022 at 08:09 UTC.

The requested start date was Wednesday, 17 August 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, 7-minute period from Wednesday, 03 August 2022 at 11:07 UTC to Tuesday, 16 August 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 : 378
Unique Edges : 245
Edges With Duplicates : 917
Total Edges : 1162
Number of Edge Types : 5
Tweet : 156
Mentions : 451
Retweet : 232
MentionsInRetweet : 276
Replies to : 47
Self-Loops : 161
Reciprocated Vertex Pair Ratio : 0.0180722891566265
Reciprocated Edge Ratio : 0.0355029585798817
Connected Components : 96
Single-Vertex Connected Components : 31
Maximum Vertices in a Connected Component : 51
Maximum Edges in a Connected Component : 556
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 1.893916
Graph Density : 0.00237182995803685
Modularity : 0.310187
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 378 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, 17 August 2022 at 08:09 UTC.

The requested start date was Wednesday, 17 August 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, 7-minute period from Wednesday, 03 August 2022 at 11:07 UTC to Tuesday, 16 August 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:
[15] https://www.bloomberg.com/tosv2.html?vid=&uuid=3fd3ce2c-16af-11ed-92b3-78704952697a&url=L25ld3MvYXJ0aWNsZXMvMjAyMi0wOC0wNy9zZW5hdGUtcGFzc2VzLWRlbW9jcmF0cy1sYW5kbWFyay10YXgtY2xpbWF0ZS1hbmQtZHJ1Z3MtYmlsbA==
[3] https://beta.ctvnews.ca/national/world/2020/3/11/1_4847929.html
[2] https://scitechdaily.com/increased-risk-of-serious-blood-clots-up-to-six-months-after-covid-19/
[2] https://www.swarmapp.com/c/80pparfOlFc
[1] https://www.coviz.org/d1/2022-08-16/tr
[1] https://www.coviz.org/e2b/2022-08-16/
[1] https://www.coviz.org/e2b/2022-08-15/
[1] https://www.coviz.org/e2b/2022-08-14/
[1] https://www.coviz.org/e2b/2022-08-13/
[1] https://www.coviz.org/e2b/2022-08-12/

Top URLs in Tweet in G1:
[1] https://www.linkedin.com/pulse/scam-investigation-universities-krzysztof-potempa/

Top URLs in Tweet in G3:
[2] https://www.swarmapp.com/c/80pparfOlFc
[1] https://book.curative.com/
[1] https://twitter.com/prof_freedom/status/1528823210963263488
[1] https://www.clickasnap.com/i/ne1ntq46qz1i2crq
[1] https://www.peter-writeforme.com/
[1] https://twitter.com/thetorontosun/status/1558134088422330368
[1] https://twitter.com/dingetjesdinges/status/1512695603343540227
[1] https://www.swarmapp.com/c/8ibqIrrpEcS
[1] https://www.swarmapp.com/c/5ajN4PiCfqL
[1] https://www.swarmapp.com/c/ileNoU31fpd

Top URLs in Tweet in G8:
[1] https://twitter.com/chluetge/status/1554808193305411585

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[448] flattenthecurve
[201] covid19
[148] togetherwecan
[110] nagalandagainstcovid
[66] nagaland
[48] schnupfenvirus
[32] covid
[27] coronavirus
[27] stayhome
[17] socialdistance



Top Hashtags in Tweet in G1:
[1] flattenthecurve
[1] terminationpayments
[1] researchinstitutions
[1] ukuniversities
[1] reimagineresearch
[1] scipol
[1] uuk
[1] rri
[1] researchculture
[1] journorequest

Top Hashtags in Tweet in G2:
[48] flattenthecurve
[48] schnupfenvirus
[1] querdeppen

Top Hashtags in Tweet in G3:
[98] flattenthecurve
[56] covid19
[20] stayhome
[17] coronavirus
[16] dataviz
[16] datascience
[16] socialdistance
[16] coviz
[13] stayathome
[11] staynotathome

Top Hashtags in Tweet in G4:
[7] flattenthecurve
[1] staysafe
[1] wearmasks

Top Hashtags in Tweet in G5:
[157] flattenthecurve
[148] togetherwecan
[128] covid19
[110] nagalandagainstcovid
[66] nagaland
[31] covid

Top Hashtags in Tweet in G6:
[1] flattenthecurve
[1] monkeypox

Top Hashtags in Tweet in G7:
[4] patheads
[4] flattenthecurve

Top Hashtags in Tweet in G8:
[6] flattenthecurve
[1] schwurbler
[1] ifsg
[1] esreicht

Top Hashtags in Tweet in G9:
[7] flattenthecurve
[1] monkeypox
[1] socialdistance
[1] orgy
[1] stopthespread
[1] maskup
[1] askingforafriend

Top Hashtags in Tweet in G10:
[2] flattenthecurve

Top Words
Top Words in Tweet in Entire Graph:
[448] #flattenthecurve
[201] #covid19
[159] august
[159] 2022
[146] #togetherwecan
[110] #nagalandagainstcovid
[103] status
[76] healthnagaland
[75] #nagaland
[66] recoveries

Top Words in Tweet in G1:
[3] dgurdasani1
[3] dbetteracademia
[3] morimahmoudi
[3] reneebleau
[3] suzanne_garrett
[3] evidencebase_im
[3] braincures
[3] marikasboros
[2] do_kinder
[2] proftimâ

Top Words in Tweet in G2:
[49] gegen
[48] wochen
[48] #flattenthecurve
[48] jahr
[48] folge
[48] maßnahmen
[48] beschlossen
[48] #schnupfenvirus
[48] linke
[47] antonpeterson13

Top Words in Tweet in G3:
[98] #flattenthecurve
[56] #covid19
[20] #stayhome
[17] #coronavirus
[16] #dataviz
[16] #datascience
[16] #socialdistance
[16] #coviz
[15] chart
[15] cases

Top Words in Tweet in G4:
[12] die
[7] #flattenthecurve
[4] karl_lauterbach
[4] wieder
[4] 33
[4] grad
[4] draußen
[4] zeit
[4] klima
[4] lockdown

Top Words in Tweet in G5:
[159] august
[159] 2022
[157] #flattenthecurve
[146] #togetherwecan
[128] #covid19
[110] #nagalandagainstcovid
[102] status
[76] healthnagaland
[75] #nagaland
[66] recoveries

Top Words in Tweet in G6:
[6] hey
[6] mayoradler
[6] auspublichealth
[6] idea
[6] close
[6] shutdown
[6] public
[6] sex
[6] venues
[6] closed

Top Words in Tweet in G7:
[4] #patheads
[4] patunleashed
[4] tvsrob_official
[4] keithmalinak
[4] jeffyjfr
[4] #flattenthecurve
[3] julesqotp

Top Words in Tweet in G8:
[6] #flattenthecurve
[6] bla
[4] jeder
[3] marcobuschmann
[3] erinnert
[3] impliziert
[3] ansteckt
[3] mio
[3] welle
[2] immer

Top Words in Tweet in G9:
[7] weeks
[7] #flattenthecurve
[2] zubymusic
[2] take

Top Words in Tweet in G10:
[2] jschmitzleipzig
[2] #flattenthecurve

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[159] august,2022
[80] #flattenthecurve,#togetherwecan
[76] healthnagaland,#covid19
[66] bulletin,#nagaland
[66] #nagaland,status
[66] #togetherwecan,#flattenthecurve
[63] fresh,positive
[52] dipr_nagaland,airnews_kohima
[52] airnews_kohima,ddnewskohima
[52] ddnewskohima,pibkohima

Top Word Pairs in Tweet in G1:
[3] dgurdasani1,dbetteracademia
[3] dbetteracademia,morimahmoudi
[3] morimahmoudi,reneebleau
[3] reneebleau,suzanne_garrett
[3] suzanne_garrett,evidencebase_im
[3] evidencebase_im,braincures
[3] braincures,marikasboros
[2] do_kinder,dgurdasani1
[2] marikasboros,proftimâ

Top Word Pairs in Tweet in G2:
[48] wochen,#flattenthecurve
[48] #flattenthecurve,jahr
[48] jahr,folge
[48] folge,maßnahmen
[48] maßnahmen,beschlossen
[48] beschlossen,gegen
[48] gegen,#schnupfenvirus
[48] #schnupfenvirus,linke
[47] antonpeterson13,wochen

Top Word Pairs in Tweet in G3:
[39] #covid19,#flattenthecurve
[16] #coronavirus,#stayhome
[16] #stayhome,#dataviz
[16] #dataviz,#flattenthecurve
[16] #flattenthecurve,#datascience
[16] #datascience,#socialdistance
[16] #socialdistance,#coviz
[14] today's,global
[14] global,#covid19
[14] #covid19,extrapolation

Top Word Pairs in Tweet in G4:
[4] wieder,33
[4] 33,grad
[4] grad,draußen
[4] draußen,zeit
[4] zeit,klima
[4] klima,lockdown
[4] lockdown,wochen
[4] wochen,solidarisch
[4] solidarisch,die
[4] die,zähne

Top Word Pairs in Tweet in G5:
[159] august,2022
[80] #flattenthecurve,#togetherwecan
[76] healthnagaland,#covid19
[66] bulletin,#nagaland
[66] #nagaland,status
[66] #togetherwecan,#flattenthecurve
[63] fresh,positive
[52] dipr_nagaland,airnews_kohima
[52] airnews_kohima,ddnewskohima
[52] ddnewskohima,pibkohima

Top Word Pairs in Tweet in G6:
[6] hey,mayoradler
[6] mayoradler,auspublichealth
[6] auspublichealth,idea
[6] idea,close
[6] close,shutdown
[6] shutdown,public
[6] public,sex
[6] sex,venues
[6] venues,closed
[5] toddjeffries,hey

Top Word Pairs in Tweet in G7:
[4] #patheads,patunleashed
[4] patunleashed,tvsrob_official
[4] tvsrob_official,keithmalinak
[4] keithmalinak,jeffyjfr
[4] jeffyjfr,#flattenthecurve
[3] julesqotp,#patheads

Top Word Pairs in Tweet in G8:
[3] erinnert,#flattenthecurve
[3] #flattenthecurve,impliziert
[3] impliziert,jeder
[3] jeder,ansteckt
[3] ansteckt,mio
[3] mio,bla
[3] bla,bla
[3] bla,welle
[2] piratomat,erinnert

Top Word Pairs in Tweet in G9:
[7] weeks,#flattenthecurve

Top Replied-To
Top Replied-To in Entire Graph:
@larsweisbrod
@holmenkollin
@snowflake_6x
@icksnackplatt
@shomburg
@midorino_to
@rolandtichy
@booners05
@patrickjdoody
@a1an_m

Top Replied-To in G1:
@dgurdasani1

Top Replied-To in G4:
@snowflake_6x
@icksnackplatt
@rolandtichy
@augusttiner
@karl_lauterbach
@txlgasge

Top Replied-To in G8:
@lexxy09659022
@frank5556519291

Top Replied-To in G9:
@guythompson_esq
@usnews
@politico
@latimes
@thehouseofpod
@amyphanwest
@zubymusic

Top Replied-To in G10:
@stohr_klaus
@mieterv

Top Mentioned
Top Mentioned in Entire Graph:
@healthnagaland
@mygovnagaland
@dipr_nagaland
@airnews_kohima
@ddnewskohima
@pibkohima
@antonpeterson13
@cmonagaland
@pangnyu
@stateiecbureau

Top Mentioned in G1:
@dbetteracademia
@morimahmoudi
@reneebleau
@suzanne_garrett
@evidencebase_im
@braincures
@marikasboros
@do_kinder
@dgurdasani1

Top Mentioned in G2:
@antonpeterson13

Top Mentioned in G3:
@dingetjesdinges

Top Mentioned in G4:
@karl_lauterbach
@hypno_tech
@welt
@frau_mueller2
@drpuerner
@olafgersemann
@mrwillietanner
@ntvde

Top Mentioned in G5:
@healthnagaland
@mygovnagaland
@dipr_nagaland
@airnews_kohima
@ddnewskohima
@pibkohima
@cmonagaland
@pangnyu
@stateiecbureau

Top Mentioned in G6:
@mayoradler
@auspublichealth
@toddjeffries

Top Mentioned in G7:
@patunleashed
@tvsrob_official
@keithmalinak
@jeffyjfr
@julesqotp

Top Mentioned in G8:
@marcobuschmann
@piratomat

Top Mentioned in G9:
@zubymusic

Top Mentioned in G10:
@jschmitzleipzig
@berater_1
@rumble542

Top Tweeters
Top Tweeters in Entire Graph:
@welt
@nytimes
@latimes
@politico
@abcnews
@ctvnews
@hephaistos_ai
@ap
@ntvde
@hiob888marcus

Top Tweeters in G1:
@prjournorequest
@mbalter
@braincures
@hrw
@schneiderleonid
@proftimnoakes
@seis_matters
@do_kinder
@reddit
@marikasboros

Top Tweeters in G2:
@connyro_bln
@wattwurm13
@bohmesibyll
@klickhouse
@artoodetoo_sa
@steppi55772807
@sina080264
@msmfun
@braasclaudia
@kmoro

Top Tweeters in G3:
@saoulidisg
@frankdashwood23
@xepia_
@isolationbot
@dingetjesdinges
@stvdbroek
@boris25309876
@ab_lovin
@herbach10
@bergssichtmedia

Top Tweeters in G4:
@welt
@ntvde
@mrwillietanner
@liebes_buch
@rolandtichy
@vaporsge
@olafgersemann
@falko_haase
@augusttiner
@serbarristan28

Top Tweeters in G5:
@hephaistos_ai
@nagalandbot
@temsutulaimsong
@airnews_kohima
@outbreak_india
@pibkohima
@mygovnagaland
@garosangmma
@ddnewskohima
@dipr_nagaland

Top Tweeters in G6:
@johnnyk20001
@mayoradler
@cuerne
@rollotomassi9
@toddjeffries
@auspublichealth
@03graces
@isis626

Top Tweeters in G7:
@keithmalinak
@jeffyjfr
@tvsrob_official
@patunleashed
@gritsruth3
@boyd0472
@bombverbal
@julesqotp

Top Tweeters in G8:
@tollertyp_wow
@piratomat
@marcobuschmann
@dutchgirl84
@frank5556519291
@lilli77123
@lexxy09659022
@anjareist

Top Tweeters in G9:
@latimes
@politico
@usnews
@zubymusic
@guythompson_esq
@wendyblazer65
@thehouseofpod
@amyphanwest

Top Tweeters in G10:
@mieterv
@berater_1
@rumble542
@freshcuber
@jschmitzleipzig
@stohr_klaus
@overmind2005