#FlattenTheCurve, Twitter, 8/22/2022 10:07:20 AM, 280522


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#FlattenTheCurve_2022-08-22_02-00-01.xlsx
#FlattenTheCurve_2022-08-22_02-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 22, 2022
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3K9PS3o
@frankfurtzack
@__thorn__
@systemanalysen
@healthnagaland
@mellma4
@hendrikwuest
@landnrw
@karl_lauterbach
@schmiedlars
@lottaviehler

Top hashtags:
#flattenthecurve
#covid19
#togetherwecan
#nagalandagainstcovid

Description:
Description
The graph represents a network of 311 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, 22 August 2022 at 09:00 UTC.

The requested start date was Monday, 22 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, 10-hour, 32-minute period from Monday, 08 August 2022 at 01:34 UTC to Sunday, 21 August 2022 at 12:07 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 : 311
Unique Edges : 138
Edges With Duplicates : 942
Total Edges : 1080
Number of Edge Types : 5
Retweet : 248
MentionsInRetweet : 280
Tweet : 134
Mentions : 391
Replies to : 27
Self-Loops : 139
Reciprocated Vertex Pair Ratio : 0.0148698884758364
Reciprocated Edge Ratio : 0.0293040293040293
Connected Components : 75
Single-Vertex Connected Components : 24
Maximum Vertices in a Connected Component : 105
Maximum Edges in a Connected Component : 544
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.054439
Graph Density : 0.00283165646717146
Modularity : 0.26181
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 311 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, 22 August 2022 at 09:00 UTC.

The requested start date was Monday, 22 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, 10-hour, 32-minute period from Monday, 08 August 2022 at 01:34 UTC to Sunday, 21 August 2022 at 12:07 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:
[4] https://beta.ctvnews.ca/national/world/2020/3/11/1_4847929.html
[2] https://www.coviz.org/e2b/2022-08-21/
[2] https://www.swarmapp.com/c/80pparfOlFc
[2] https://scitechdaily.com/increased-risk-of-serious-blood-clots-up-to-six-months-after-covid-19/
[1] https://www.coviz.org/e2b/2022-08-20/
[1] https://www.coviz.org/d1/2022-08-19/jp
[1] https://www.coviz.org/e2b/2022-08-19/
[1] https://www.coviz.org/e2b/2022-08-18/
[1] https://www.coviz.org/e2b/2022-08-17/
[1] https://www.coviz.org/d1/2022-08-16/tr

Top URLs in Tweet in G1:
[1] https://www.persoenlich.com/kategorie-werbung/die-covid-app-kostet-11-millionen-franken

Top URLs in Tweet in G2:
[2] https://www.swarmapp.com/c/80pparfOlFc
[1] https://www.peter-writeforme.com/
[1] https://twitter.com/thetorontosun/status/1558134088422330368
[1] https://twitter.com/dingetjesdinges/status/1512695603343540227
[1] https://twitter.com/westvirginiasky/status/1558938654172712963
[1] https://twitter.com/xepia_/status/1557430291710590979
[1] https://twitter.com/NumbZombieMom/status/1559659834194022400
[1] https://twitter.com/NumbZombieMom/status/1559655769691152384
[1] https://twitter.com/ShirleyIamMilk/status/1559656944817913860
[1] https://twitter.com/pftgym/status/1559905751358922752

Top URLs in Tweet in G8:
[4] https://beta.ctvnews.ca/national/world/2020/3/11/1_4847929.html
[1] https://www.youtube.com/watch?app=desktop&v=xVyO5O6tLZkdspt
[1] https://pdfs.semanticscholar.org/6ccb/c79d1304aa4bd91acd36121546fb76a9d693.pdf

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[334] flattenthecurve
[197] covid19
[143] togetherwecan
[112] nagalandagainstcovid
[67] nagaland
[31] covid
[25] coronavirus
[21] stayhome
[17] dataviz
[16] datascience



Top Hashtags in Tweet in G1:
[2] flattenthecurve

Top Hashtags in Tweet in G2:
[76] flattenthecurve
[44] covid19
[13] stayathome
[10] staynotathome
[10] wirbleibennichtmehrzuhause
[5] staysafe
[4] monkeypox
[4] sunkissed
[4] vitamind
[4] beatcovid19

Top Hashtags in Tweet in G3:
[153] flattenthecurve
[143] togetherwecan
[125] covid19
[112] nagalandagainstcovid
[67] nagaland
[30] covid

Top Hashtags in Tweet in G4:
[4] flattenthecurve

Top Hashtags in Tweet in G5:
[1] flattenthecurve
[1] monkeypox

Top Hashtags in Tweet in G6:
[4] patheads
[4] flattenthecurve

Top Hashtags in Tweet in G7:
[2] flattenthecurve

Top Hashtags in Tweet in G8:
[4] flattenthecurve
[4] unfccc

Top Hashtags in Tweet in G9:
[3] flattenthecurve
[1] verschiebungvoninfektionen
[1] niedriginzidenzstrategie
[1] shanghai

Top Hashtags in Tweet in G10:
[5] challengerhoax
[5] nasalies
[5] nasa
[5] nasafan
[1] flatearth
[1] flattenthecurve
[1] researchflatearth

Top Words
Top Words in Tweet in Entire Graph:
[334] #flattenthecurve
[197] #covid19
[196] kosten
[195] corona
[195] app
[194] warn
[194] millionen
[194] euro
[160] 2022
[159] august

Top Words in Tweet in G1:
[194] kosten
[192] corona
[192] warn
[192] app
[192] millionen
[192] euro
[98] 11
[96] frankfurtzack
[96] deutschland
[96] 160

Top Words in Tweet in G2:
[76] #flattenthecurve
[44] #covid19
[13] cases
[13] declined
[13] stay
[13] aware
[13] use
[13] caution
[13] #stayathome
[11] zwerenberg

Top Words in Tweet in G3:
[155] august
[155] 2022
[153] #flattenthecurve
[143] #togetherwecan
[125] #covid19
[112] #nagalandagainstcovid
[98] status
[75] #nagaland
[74] healthnagaland
[67] bulletin

Top Words in Tweet in G4:
[11] die
[4] #flattenthecurve
[4] wieder
[4] 33
[4] grad
[4] draußen
[4] zeit
[4] klima
[4] lockdown
[4] wochen

Top Words in Tweet in G5:
[7] hey
[7] mayoradler
[7] auspublichealth
[7] idea
[7] close
[7] shutdown
[7] public
[7] sex
[7] venues
[7] closed

Top Words in Tweet in G6:
[4] #patheads
[4] patunleashed
[4] tvsrob_official
[4] keithmalinak
[4] jeffyjfr
[4] #flattenthecurve
[3] julesqotp

Top Words in Tweet in G7:
[2] jschmitzleipzig
[2] #flattenthecurve

Top Words in Tweet in G8:
[4] midorino_to
[4] #flattenthecurve
[4] 2020
[4] fukushima
[4] aniversary
[4] 10
[4] march
[4] distant
[4] #unfccc
[3] laikongling

Top Words in Tweet in G9:
[3] landnrw
[3] hendrikwuest
[3] welchem
[3] ziel
[3] bürgerin
[3] politik
[3] mehr
[3] folgen
[3] #flattenthecurve
[2] kosten

Top Words in Tweet in G10:
[15] again
[5] lies
[5] once
[5] capable
[5] lying
[5] '
[5] #challengerhoax
[5] #nasalies
[5] #nasa
[5] #nasafan

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[194] kosten,corona
[194] corona,warn
[194] warn,app
[194] millionen,euro
[155] august,2022
[97] app,deutschland
[97] deutschland,160
[97] 160,millionen
[97] euro,kosten
[97] app,schweiz

Top Word Pairs in Tweet in G1:
[192] kosten,corona
[192] corona,warn
[192] warn,app
[192] millionen,euro
[96] app,deutschland
[96] deutschland,160
[96] 160,millionen
[96] euro,kosten
[96] app,schweiz
[96] schweiz,11

Top Word Pairs in Tweet in G2:
[35] #covid19,#flattenthecurve
[13] cases,declined
[13] declined,stay
[13] stay,aware
[13] aware,use
[13] use,caution
[13] caution,#covid19
[13] #flattenthecurve,#stayathome
[10] #flattenthecurve,#staynotathome
[10] #staynotathome,#wirbleibennichtmehrzuhause

Top Word Pairs in Tweet in G3:
[155] august,2022
[76] #flattenthecurve,#togetherwecan
[74] healthnagaland,#covid19
[67] bulletin,#nagaland
[67] #nagaland,status
[67] #togetherwecan,#flattenthecurve
[59] fresh,positive
[51] dipr_nagaland,airnews_kohima
[51] airnews_kohima,ddnewskohima
[51] ddnewskohima,pibkohima

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:
[7] hey,mayoradler
[7] mayoradler,auspublichealth
[7] auspublichealth,idea
[7] idea,close
[7] close,shutdown
[7] shutdown,public
[7] public,sex
[7] sex,venues
[7] venues,closed
[6] toddjeffries,hey

Top Word Pairs in Tweet in G6:
[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:
[4] midorino_to,#flattenthecurve
[4] #flattenthecurve,2020
[4] 2020,fukushima
[4] fukushima,aniversary
[4] aniversary,10
[4] 10,march
[4] march,distant
[4] distant,#unfccc
[3] laikongling,midorino_to

Top Word Pairs in Tweet in G9:
[3] landnrw,hendrikwuest
[3] hendrikwuest,welchem
[3] welchem,ziel
[3] ziel,bürgerin
[3] bürgerin,politik
[3] politik,mehr
[3] mehr,folgen
[3] folgen,#flattenthecurve
[2] kosten,corona
[2] corona,warn

Top Word Pairs in Tweet in G10:
[10] again,again
[5] lies,once
[5] once,capable
[5] capable,lying
[5] lying,again
[5] again,'
[5] ',#challengerhoax
[5] #challengerhoax,#nasalies
[5] #nasalies,#nasa
[5] #nasa,#nasafan

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@frankfurtzack
@healthnagaland
@mygovnagaland
@dipr_nagaland
@airnews_kohima
@ddnewskohima
@pibkohima
@cmonagaland
@pangnyu

Top Mentioned in G1:
@frankfurtzack

Top Mentioned in G2:
@dingetjesdinges

Top Mentioned in G3:
@healthnagaland
@mygovnagaland
@dipr_nagaland
@airnews_kohima
@ddnewskohima
@pibkohima
@cmonagaland
@pangnyu
@stateiecbureau

Top Mentioned in G4:
@hypno_tech
@karl_lauterbach
@frau_mueller2
@drpuerner

Top Mentioned in G5:
@mayoradler
@auspublichealth
@toddjeffries

Top Mentioned in G6:
@patunleashed
@tvsrob_official
@keithmalinak
@jeffyjfr
@julesqotp

Top Mentioned in G7:
@jschmitzleipzig
@berater_1
@rumble542

Top Mentioned in G8:
@un
@laikongling
@midorino_to
@ap
@cctv

Top Mentioned in G9:
@hendrikwuest
@mellma4
@landnrw
@frankfurtzack

Top Mentioned in G10:
@flat_research

Top Tweeters
Top Tweeters in Entire Graph:
@fabriciosx
@welt
@nytimes
@uwewolff966
@abcnews
@hephaistos_ai
@ap
@ntvde
@realdailywire
@thatduanepaul

Top Tweeters in G1:
@uwewolff966
@godlak_1
@karlerbach
@fraumerkek
@sifuroyschirdew
@tonight1103
@tinemaeller
@annettehofmann1
@brigitt55512867
@gutis_07

Top Tweeters in G2:
@iannetts70
@radio_azureus
@ingeniarius08
@juniimondd
@frankdashwood23
@xepia_
@isolationbot
@dingetjesdinges
@stvdbroek
@boris25309876

Top Tweeters in G3:
@hephaistos_ai
@karan_rajsharma
@nagalandbot
@temsutulaimsong
@airnews_kohima
@outbreak_india
@pibkohima
@mygovnagaland
@ddnewskohima
@dipr_nagaland

Top Tweeters in G4:
@liebes_buch
@augusttiner
@serbarristan28
@karl_lauterbach
@lottaviehler
@snowflake_6x
@drpuerner
@frau_mueller2
@hypno_tech
@t0xic_head

Top Tweeters in G5:
@cplpunishment_
@johnnyk20001
@cuerne
@mayoradler
@rollotomassi9
@toddjeffries
@auspublichealth
@03graces
@isis626

Top Tweeters in G6:
@keithmalinak
@jeffyjfr
@tvsrob_official
@patunleashed
@gritsruth3
@boyd0472
@bombverbal
@julesqotp

Top Tweeters in G7:
@mieterv
@berater_1
@rumble542
@freshcuber
@jschmitzleipzig
@stohr_klaus
@overmind2005

Top Tweeters in G8:
@ap
@un
@cctv
@midorino_to
@williamdavidlai
@laikongling

Top Tweeters in G9:
@__thorn__
@landnrw
@sandra84778058
@hendrikwuest
@mellma4

Top Tweeters in G10:
@dayzofnoah444
@johnnyfive_v02
@shessavedbythe1
@totopo75
@flat_research


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