#FlattenTheCurve, Twitter, 8/15/2022 9:54:52 AM, 280094


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#FlattenTheCurve_2022-08-15_02-00-02.xlsx
#FlattenTheCurve_2022-08-15_02-00-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 15, 2022
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3SNpJeG
@do_kinder
@antonpeterson13
@healthnagaland
@nagalandbot
@wendyblazer65
@schmiedlars
@karl_lauterbach
@vegasselling
@musikutiv
@piratomat

Top hashtags:
#flattenthecurve
#covid19
#togetherwecan
#nagalandagainstcovid

Description:
Description
The graph represents a network of 375 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 Monday, 15 August 2022 at 09:00 UTC.

The requested start date was Monday, 15 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, 9-hour, 7-minute period from Monday, 01 August 2022 at 02:14 UTC to Sunday, 14 August 2022 at 11:22 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 : 375
Unique Edges : 228
Edges With Duplicates : 918
Total Edges : 1146
Number of Edge Types : 5
Retweet : 234
MentionsInRetweet : 266
Tweet : 158
Mentions : 440
Replies to : 48
Self-Loops : 163
Reciprocated Vertex Pair Ratio : 0.0193548387096774
Reciprocated Edge Ratio : 0.0379746835443038
Connected Components : 104
Single-Vertex Connected Components : 36
Maximum Vertices in a Connected Component : 51
Maximum Edges in a Connected Component : 561
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 1.807525
Graph Density : 0.00225311942959002
Modularity : 0.29743
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 375 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 Monday, 15 August 2022 at 09:00 UTC.

The requested start date was Monday, 15 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, 9-hour, 7-minute period from Monday, 01 August 2022 at 02:14 UTC to Sunday, 14 August 2022 at 11:22 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:
[15] https://www.bloomberg.com/tosv2.html?vid=&uuid=3fd3ce2c-16af-11ed-92b3-78704952697a&url=L25ld3MvYXJ0aWNsZXMvMjAyMi0wOC0wNy9zZW5hdGUtcGFzc2VzLWRlbW9jcmF0cy1sYW5kbWFyay10YXgtY2xpbWF0ZS1hbmQtZHJ1Z3MtYmlsbA==
[2] https://beta.ctvnews.ca/national/world/2020/3/11/1_4847929.html
[2] https://www.swarmapp.com/c/80pparfOlFc
[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/
[1] https://www.coviz.org/e2b/2022-08-11/
[1] https://www.coviz.org/e2b/2022-08-10/
[1] https://www.coviz.org/e2b/2022-08-09/
[1] https://www.coviz.org/e2b/2022-08-08/

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://rumble.com/v1ebdan-dead-doctors-and-dna-targeted-weapons.html
[1] https://twitter.com/spectatorindex/status/1554281201401462784
[1] https://vimeo.com/414349909
[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://scitechdaily.com/seeking-covids-kryptonite-best-uv-light-for-covid-19-virus-disinfection/
[1] https://scitechdaily.com/intense-exercise-can-increase-your-risk-of-catching-infectious-diseases-like-covid-19/

Top URLs in Tweet in G7:
[1] https://twitter.com/chluetge/status/1554808193305411585

Top URLs in Tweet in G10:
[15] https://www.bloomberg.com/tosv2.html?vid=&uuid=3fd3ce2c-16af-11ed-92b3-78704952697a&url=L25ld3MvYXJ0aWNsZXMvMjAyMi0wOC0wNy9zZW5hdGUtcGFzc2VzLWRlbW9jcmF0cy1sYW5kbWFyay10YXgtY2xpbWF0ZS1hbmQtZHJ1Z3MtYmlsbA==

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[451] flattenthecurve
[203] covid19
[148] togetherwecan
[108] nagalandagainstcovid
[67] nagaland
[48] schnupfenvirus
[30] covid
[24] stayhome
[23] coronavirus
[16] 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:
[103] flattenthecurve
[61] covid19
[21] coronavirus
[18] stayhome
[15] dataviz
[15] datascience
[15] socialdistance
[15] coviz
[13] stayathome
[11] staynotathome

Top Hashtags in Tweet in G4:
[157] flattenthecurve
[148] togetherwecan
[133] covid19
[108] nagalandagainstcovid
[67] nagaland
[29] covid

Top Hashtags in Tweet in G5:
[4] flattenthecurve
[1] staysafe
[1] wearmasks

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

Top Hashtags in Tweet in G7:
[6] flattenthecurve
[1] schwurbler
[1] ifsg
[1] esreicht

Top Hashtags in Tweet in G8:
[7] flattenthecurve
[1] monkeypox
[1] socialdistance
[1] orgy
[1] stopthespread
[1] maskup
[1] askingforafriend

Top Hashtags in Tweet in G9:
[2] flattenthecurve

Top Hashtags in Tweet in G10:
[15] peoplenotprofit
[5] fightfor1point5
[5] schoolstrike4climate
[5] fridaysforfuture
[5] flattenthecurve
[5] facetheclimateemergency
[5] firedrillfriday
[5] nofear
[5] unitebehindthescience
[5] globalclimatejustice

Top Words
Top Words in Tweet in Entire Graph:
[450] #flattenthecurve
[203] #covid19
[162] august
[162] 2022
[142] #togetherwecan
[108] #nagalandagainstcovid
[104] status
[81] healthnagaland
[73] #nagaland
[68] 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:
[102] #flattenthecurve
[61] #covid19
[21] #coronavirus
[18] #stayhome
[15] chart
[15] #dataviz
[15] #datascience
[15] #socialdistance
[15] #coviz
[14] stay

Top Words in Tweet in G4:
[162] august
[162] 2022
[157] #flattenthecurve
[142] #togetherwecan
[133] #covid19
[108] #nagalandagainstcovid
[103] status
[81] healthnagaland
[73] #nagaland
[68] recoveries

Top Words in Tweet in G5:
[9] die
[4] #flattenthecurve
[4] wieder
[4] 33
[4] grad
[4] draußen
[4] zeit
[4] klima
[4] lockdown
[4] wochen

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:
[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 G8:
[7] weeks
[7] #flattenthecurve
[2] zubymusic
[2] take

Top Words in Tweet in G9:
[2] jschmitzleipzig
[2] #flattenthecurve

Top Words in Tweet in G10:
[15] senate
[15] passes
[15] democrats
[15] landmark
[15] tax
[15] climate
[15] drugs
[15] bill
[15] #peoplenotprofit
[5] #fightfor1point5

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[162] august,2022
[81] healthnagaland,#covid19
[75] #flattenthecurve,#togetherwecan
[67] bulletin,#nagaland
[67] #nagaland,status
[67] #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:
[40] #covid19,#flattenthecurve
[15] #coronavirus,#stayhome
[15] #stayhome,#dataviz
[15] #dataviz,#flattenthecurve
[15] #flattenthecurve,#datascience
[15] #datascience,#socialdistance
[15] #socialdistance,#coviz
[14] today's,global
[14] global,#covid19
[14] #covid19,extrapolation

Top Word Pairs in Tweet in G4:
[162] august,2022
[81] healthnagaland,#covid19
[75] #flattenthecurve,#togetherwecan
[67] bulletin,#nagaland
[67] #nagaland,status
[67] #togetherwecan,#flattenthecurve
[63] fresh,positive
[52] dipr_nagaland,airnews_kohima
[52] airnews_kohima,ddnewskohima
[52] ddnewskohima,pibkohima

Top Word Pairs in Tweet in G5:
[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 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:
[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 G8:
[7] weeks,#flattenthecurve

Top Word Pairs in Tweet in G10:
[15] senate,passes
[15] passes,democrats
[15] democrats,landmark
[15] landmark,tax
[15] tax,climate
[15] climate,drugs
[15] drugs,bill
[15] bill,#peoplenotprofit
[5] #peoplenotprofit,#fightfor1point5
[5] #fightfor1point5,#schoolstrike4climate

Top Replied-To
Top Replied-To in Entire Graph:
@larsweisbrod
@midorino_to
@booners05
@patrickjdoody
@a1an_m
@cafreeland
@erdocaa
@augusttiner
@stohr_klaus
@mieterv

Top Replied-To in G1:
@dgurdasani1

Top Replied-To in G5:
@augusttiner
@karl_lauterbach
@txlgasge

Top Replied-To in G7:
@lexxy09659022
@frank5556519291

Top Replied-To in G8:
@guythompson_esq
@usnews
@politico
@latimes
@thehouseofpod
@amyphanwest
@zubymusic

Top Replied-To in G9:
@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:
@healthnagaland
@mygovnagaland
@dipr_nagaland
@airnews_kohima
@ddnewskohima
@pibkohima
@cmonagaland
@pangnyu
@stateiecbureau

Top Mentioned in G5:
@hypno_tech
@karl_lauterbach

Top Mentioned in G6:
@mayoradler
@auspublichealth
@toddjeffries

Top Mentioned in G7:
@marcobuschmann
@piratomat

Top Mentioned in G8:
@zubymusic

Top Mentioned in G9:
@jschmitzleipzig
@berater_1
@rumble542

Top Mentioned in G10:
@goodclimatee
@goodclimatewalk
@tweeting4earth
@good4climate
@transitionface

Top Tweeters
Top Tweeters in Entire Graph:
@welt
@nytimes
@latimes
@politico
@abcnews
@ctvnews
@ap
@hephaistos_ai
@hiob888marcus
@fffbot1

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
@schoeferkatrin

Top Tweeters in G3:
@saoulidisg
@karenha63300724
@lostjohnny
@isolationbot
@dingetjesdinges
@stvdbroek
@boris25309876
@ey75518304
@gina_alcera
@ab_lovin

Top Tweeters in G4:
@hephaistos_ai
@nagalandbot
@temsutulaimsong
@airnews_kohima
@outbreak_india
@pibkohima
@mygovnagaland
@garosangmma
@ddnewskohima
@dipr_nagaland

Top Tweeters in G5:
@liebes_buch
@vaporsge
@augusttiner
@serbarristan28
@karl_lauterbach
@txlgasge
@hypno_tech
@t0xic_head
@schmiedlars

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

Top Tweeters in G7:
@tollertyp_wow
@piratomat
@marcobuschmann
@dutchgirl84
@frank5556519291
@lilli77123
@anjareist
@lexxy09659022

Top Tweeters in G8:
@latimes
@politico
@usnews
@zubymusic
@guythompson_esq
@wendyblazer65
@thehouseofpod
@amyphanwest

Top Tweeters in G9:
@mieterv
@berater_1
@rumble542
@freshcuber
@jschmitzleipzig
@stohr_klaus
@overmind2005

Top Tweeters in G10:
@fffbot1
@greennewdeal_eu
@transitionface
@good4climate
@tweeting4earth
@goodclimatewalk
@goodclimatee


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