#FlattenTheCurve, Twitter, 4/21/2022 11:03:22 AM, 275225


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#FlattenTheCurve_2022-04-21_03-08-29.xlsx
#FlattenTheCurve_2022-04-21_03-08-29.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 21, 2022
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3872CZF
@frankfurtzack
@oida_grantler
@birgit93birgit
@freiheit20001
@this0499154500
@snlop1
@karl_lauterbach
@derelcon
@michaelgoehring
@healthnagaland

Top hashtags:
#flattenthecurve
#covid19
#togetherwecan

Description:
Description
The graph represents a network of 344 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, 21 April 2022 at 10:08 UTC.

The requested start date was Thursday, 21 April 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, 35-minute period from Thursday, 07 April 2022 at 01:07 UTC to Wednesday, 20 April 2022 at 11:42 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 : 344
Unique Edges : 185
Edges With Duplicates : 888
Total Edges : 1073
Number of Edge Types : 5
Retweet : 229
MentionsInRetweet : 254
Mentions : 314
Tweet : 219
Replies to : 57
Self-Loops : 222
Reciprocated Vertex Pair Ratio : 0.0145985401459854
Reciprocated Edge Ratio : 0.0287769784172662
Connected Components : 96
Single-Vertex Connected Components : 36
Maximum Vertices in a Connected Component : 119
Maximum Edges in a Connected Component : 476
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.415149
Graph Density : 0.0023560919384365
Modularity : 0.277231
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 344 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, 21 April 2022 at 10:08 UTC.

The requested start date was Thursday, 21 April 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, 35-minute period from Thursday, 07 April 2022 at 01:07 UTC to Wednesday, 20 April 2022 at 11:42 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://beta.ctvnews.ca/national/world/2020/3/11/1_4847929.html
[2] https://scitechdaily.com/common-medications-are-affecting-our-immune-response-to-infections-like-covid-19/
[2] https://www.npr.org/sections/health-shots/2020/03/13/815502262/flattening-a-pandemics-curve-why-staying-home-now-can-save-lives?utm_medium=RSS&utm_campaign=healthcare
[2] https://www.coviz.org/e2b/2022-04-09/
[1] https://www.swarmapp.com/c/ltB0K31ft8u
[1] https://www.swarmapp.com/c/kCXWzVRUGro
[1] https://www.instagram.com/accounts/login/?next=/p/CcgWRr4rW79/
[1] https://www.swarmapp.com/c/4XCDwlevv1z
[1] https://www.swarmapp.com/c/3Ig930qgNus
[1] https://www.swarmapp.com/c/aR4okcyhhKH

Top URLs in Tweet in G1:
[1] https://twitter.com/ifihadastick/status/1512282684634107905

Top URLs in Tweet in G2:
[2] https://www.npr.org/sections/health-shots/2020/03/13/815502262/flattening-a-pandemics-curve-why-staying-home-now-can-save-lives?utm_medium=RSS&utm_campaign=healthcare
[1] https://twitter.com/tmprowell/status/1512053535847985152
[1] https://twitter.com/leyrer/status/1512001314527588365
[1] https://twitter.com/LegoSpaceBot/status/1513534401489031178
[1] https://twitter.com/350Tacoma/status/1514264851224268803
[1] https://twitter.com/ClimateHuman/status/1513564975524024323
[1] https://twitter.com/shaunkraisman/status/1514256751654277122
[1] https://twitter.com/spiro_ghost/status/1514337663943426057
[1] https://twitter.com/WFLA/status/1515160941851197441
[1] https://trulyjuly.wordpress.com/2022/04/14/vaccinerolloutsa-public-vaccination-sites-closed-over-easter-weekend/

Top URLs in Tweet in G6:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274801

Top URLs in Tweet in G10:
[1] https://twitter.com/lesoir/status/1511924998730137602

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[476] flattenthecurve
[206] covid19
[153] togetherwecan
[118] nagalandagainstcovid
[78] nagaland
[36] inflation
[29] wearamask
[28] covid
[24] coronavirus
[21] berailsmart



Top Hashtags in Tweet in G1:
[2] flattenthecurve

Top Hashtags in Tweet in G2:
[52] flattenthecurve
[20] covid19
[13] stayathome
[4] stopthespread
[3] covidwise
[3] preparednotscared
[3] staypositive
[3] iwearamaskbecause
[3] coronaviruspandemic
[3] coronavirusoutbreak

Top Hashtags in Tweet in G3:
[35] flattenthecurve
[32] inflation

Top Hashtags in Tweet in G4:
[15] flattenthecurve
[1] maskebleibtauf
[1] gesichtzeigen

Top Hashtags in Tweet in G5:
[152] togetherwecan
[152] flattenthecurve
[128] covid19
[117] nagalandagainstcovid
[78] nagaland
[24] covid

Top Hashtags in Tweet in G6:
[6] flattenthecurve
[1] impfpflicht
[1] covid19
[1] togetherwecan
[1] nagalandagainstcovid
[1] lockdown

Top Hashtags in Tweet in G7:
[5] blacklivesmatter
[5] covidisntover
[5] istandwithukraine
[5] getvaccinated
[4] togetherathome
[4] staysafestayhome
[4] warinukraine
[3] flattenthecurve
[3] bigonlineparty
[3] warinyourmask

Top Hashtags in Tweet in G8:
[1] liberals
[1] shanghai
[1] flattenthecurve
[1] slavery

Top Hashtags in Tweet in G9:
[2] flattenthecurve
[1] just2moreweeks
[1] standwithukraine

Top Hashtags in Tweet in G10:
[2] flattenthecurve

Top Words
Top Words in Tweet in Entire Graph:
[475] #flattenthecurve
[206] #covid19
[155] 2022
[153] april
[153] #togetherwecan
[127] station
[126] status
[118] #nagalandagainstcovid
[90] healthnagaland
[81] die

Top Words in Tweet in G1:
[41] frankfurtzack
[41] massive
[41] beeinträchtigung
[41] schulleistungen
[41] bundestaaten
[41] langen
[41] schulschließungen
[41] die
[41] meisten
[41] kinder

Top Words in Tweet in G2:
[52] #flattenthecurve
[20] #covid19
[13] cases
[13] declined
[13] stay
[13] aware
[13] use
[13] caution
[13] #stayathome
[7] die

Top Words in Tweet in G3:
[35] #flattenthecurve
[32] #inflation
[31] oida_grantler
[27] wann
[27] startet
[27] gegen
[5] sachen
[4] dringendst
[4] die
[3] erst

Top Words in Tweet in G4:
[15] #flattenthecurve
[13] pandemie
[12] siehe
[12] die
[11] welle
[9] maßnahmen
[9] verlängern
[5] maske
[4] infektionen
[4] man

Top Words in Tweet in G5:
[152] april
[152] 2022
[152] #togetherwecan
[152] #flattenthecurve
[128] #covid19
[126] status
[117] #nagalandagainstcovid
[90] healthnagaland
[79] #nagaland
[78] bulletin

Top Words in Tweet in G6:
[6] #flattenthecurve
[5] die
[3] wieder
[3] personal
[3] karl_lauterbach
[2] weil
[2] med

Top Words in Tweet in G7:
[6] 10
[6] social
[5] #blacklivesmatter
[5] #covidisntover
[5] #istandwithukraine
[5] #getvaccinated
[4] #togetherathome
[4] #staysafestayhome
[4] #warinukraine
[4] erynnwatson

Top Words in Tweet in G9:
[3] covid
[2] last
[2] #flattenthecurve

Top Words in Tweet in G10:
[10] quand
[6] re
[6] medical
[5] rappelez
[5] ans
[5] applaudissait
[5] soignants
[5] surcharge
[5] guide
[5] hospitaliã

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[153] april,2022
[90] healthnagaland,#covid19
[78] bulletin,#nagaland
[78] #nagaland,status
[78] #togetherwecan,#flattenthecurve
[74] #flattenthecurve,#togetherwecan
[63] fresh,positive
[54] #covid19,bulletin
[54] 2022,#togetherwecan
[54] #flattenthecurve,#nagalandagainstcovid

Top Word Pairs in Tweet in G1:
[41] massive,beeinträchtigung
[41] beeinträchtigung,schulleistungen
[41] schulleistungen,bundestaaten
[41] bundestaaten,langen
[41] langen,schulschließungen
[41] schulschließungen,die
[41] die,meisten
[41] meisten,kinder
[40] frankfurtzack,massive

Top Word Pairs in Tweet in G2:
[17] #covid19,#flattenthecurve
[13] cases,declined
[13] declined,stay
[13] stay,aware
[13] aware,use
[13] use,caution
[13] caution,#covid19
[13] #flattenthecurve,#stayathome
[4] staying,home
[3] #preparednotscared,#staypositive

Top Word Pairs in Tweet in G3:
[27] wann,startet
[27] startet,#flattenthecurve
[27] #flattenthecurve,gegen
[27] gegen,#inflation
[26] oida_grantler,wann
[5] sachen,#inflation
[4] dringendst,#flattenthecurve
[3] #flattenthecurve,sachen
[3] oida_grantler,erst
[3] erst,mal

Top Word Pairs in Tweet in G4:
[12] siehe,#flattenthecurve
[11] welle,pandemie
[7] pandemie,siehe
[4] verlängern,welle
[4] infektionen,die
[3] pandemie,verlängern
[3] verlängern,siehe
[2] maßnahmen,maske
[2] prof_freedom,brinkmannlab
[2] brinkmannlab,violapriesemann

Top Word Pairs in Tweet in G5:
[152] april,2022
[90] healthnagaland,#covid19
[78] bulletin,#nagaland
[78] #nagaland,status
[78] #togetherwecan,#flattenthecurve
[74] #flattenthecurve,#togetherwecan
[63] fresh,positive
[54] #covid19,bulletin
[54] 2022,#togetherwecan
[54] #flattenthecurve,#nagalandagainstcovid

Top Word Pairs in Tweet in G6:
[2] med,personal

Top Word Pairs in Tweet in G7:
[6] 10,social
[5] #blacklivesmatter,#covidisntover
[5] #covidisntover,#istandwithukraine
[5] #istandwithukraine,#getvaccinated
[4] erynnwatson,namibobami
[4] namibobami,10
[4] social,credit
[4] credit,score
[4] score,#blacklivesmatter
[3] #togetherathome,#bigonlineparty

Top Word Pairs in Tweet in G10:
[5] rappelez,ans
[5] ans,quand
[5] quand,applaudissait
[5] applaudissait,soignants
[5] soignants,quand
[5] quand,surcharge
[5] hospitaliã,re
[4] natschirvel,rappelez
[4] surcharge,hospitaliã
[4] re,tait

Top Replied-To
Top Replied-To in Entire Graph:
@karl_lauterbach
@heuteshow
@prof_freedom
@lam3th
@mehdirhasan
@baranna5
@wsw113355
@lieutenantomni
@c_lindner
@tagesschau

Top Replied-To in G1:
@frankfurtzack

Top Replied-To in G3:
@c_lindner
@tagesschau
@oida_grantler

Top Replied-To in G4:
@prof_freedom
@heuteshow
@erwin_rueddel
@karl_lauterbach
@m_rinderspacher
@raesoneur
@lutzvanderhorst
@mastro1988
@gigold
@rosenbusch_

Top Replied-To in G6:
@wsw113355
@karl_lauterbach
@bmg_bund
@herrzitoun

Top Replied-To in G7:
@lieutenantomni
@normalguy223
@erynnwatson

Top Replied-To in G9:
@lucdog4heisman
@truthblinders

Top Mentioned
Top Mentioned in Entire Graph:
@healthnagaland
@frankfurtzack
@mygovnagaland
@dipr_nagaland
@airnews_kohima
@ddnewskohima
@pibkohima
@oida_grantler
@cmonagaland

Top Mentioned in G1:
@frankfurtzack

Top Mentioned in G2:
@70sbachchan

Top Mentioned in G3:
@oida_grantler
@imfnews
@drbrandner
@c_lindner
@frankfurtzack

Top Mentioned in G4:
@brinkmannlab
@violapriesemann
@klausholetschek
@harrynator
@mathias_reuter
@tilojung
@frankfurtzack
@alexand90390762
@chanasitjonas
@drscheuch

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

Top Mentioned in G6:
@karl_lauterbach
@gildasahebi
@undmohn
@frankfurtzack
@freiheit20001
@this0499154500
@welt
@martina__schalu
@snlop1
@michaelgoehring

Top Mentioned in G7:
@namibobami
@snlop1
@erynnwatson
@normalguy223

Top Mentioned in G8:
@corybooker
@senatorlorettaw
@aswangiemj
@ltgovoliver
@repjoshg
@repsherrill

Top Mentioned in G9:
@austin__rs
@falwellsboy
@whitlockjason

Top Mentioned in G10:
@natschirvel
@profsircar

Top Tweeters
Top Tweeters in Entire Graph:
@ejlazar
@caligirlleftie
@john1966olsen
@jfsebastian146
@suestroud
@welt
@kavn
@doc_jjk
@ap
@headlines4you

Top Tweeters in G1:
@iannetts70
@karlerbach
@luivar67
@chefofmembers
@schostakowich
@crowleywitch
@jagdfrevler
@klaki14
@frankfurtzack
@mikeemike85

Top Tweeters in G2:
@shalomegrace1
@olibrecht
@djkingkream
@chucklongisland
@70sbachchan
@robodda
@seminefrius
@humblyb
@sterne_blick
@luchtbakker

Top Tweeters in G3:
@tagesschau
@susan_d7
@tschitshi1
@antjehermenau
@drbrandner
@willrobar
@partygurke
@hurvinek10
@wiggado
@ford2806

Top Tweeters in G4:
@tilojung
@gigold
@prof_freedom
@rosenbusch_
@heuteshow
@erwin_rueddel
@bitgdr
@harrynator
@mastro1988
@dutchgirl84

Top Tweeters in G5:
@nagalandbot
@krs5104
@temsutulaimsong
@airnews_kohima
@outbreak_india
@pibkohima
@mygovnagaland
@ddnewskohima
@dipr_nagaland
@healthnagaland

Top Tweeters in G6:
@welt
@derelcon
@systemanalysen
@michaelgoehring
@martina__schalu
@wsw113355
@undmohn
@this0499154500
@bmg_bund
@karl_lauterbach

Top Tweeters in G7:
@jfsebastian146
@wireless_step
@lieutenantomni
@erynnwatson
@angelalewisw
@normalguy223
@namibobami
@snlop1

Top Tweeters in G8:
@corybooker
@johnnymorris33
@repjoshg
@ltgovoliver
@senatorlorettaw
@repsherrill
@aswangiemj

Top Tweeters in G9:
@goramsgo
@austin__rs
@whitlockjason
@falwellsboy
@lucdog4heisman
@truthblinders

Top Tweeters in G10:
@natschirvel
@libertlouisette
@schmitzeric2
@anygnc
@welcomemoi
@profsircar


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