#FlattenTheCurve, Twitter, 7/27/2022 3:32:54 PM, 279553


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#FlattenTheCurve_2022-07-27_01-09-21.xlsx
#FlattenTheCurve_2022-07-27_01-09-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 27, 2022
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3b93wqx
@frankfurtzack
@rmi1512
@lilli77123
@abnonhar
@wahrheitdiese
@tim_roehn
@grahamwalker
@healthnagaland
@mr_sweetis
@pta_mit_oboe

Top hashtags:
#flattenthecurve
#covid19
#togetherwecan
#nagalandagainstcovid
#nagaland

Description:
Description
The graph represents a network of 645 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, 27 July 2022 at 08:09 UTC.

The requested start date was Wednesday, 27 July 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, 26-minute period from Wednesday, 13 July 2022 at 01:48 UTC to Tuesday, 26 July 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 : 645
Unique Edges : 181
Edges With Duplicates : 1748
Total Edges : 1929
Number of Edge Types : 5
MentionsInRetweet : 642
Retweet : 609
Mentions : 480
Tweet : 151
Replies to : 47
Self-Loops : 155
Reciprocated Vertex Pair Ratio : 0.010507880910683
Reciprocated Edge Ratio : 0.0207972270363951
Connected Components : 107
Single-Vertex Connected Components : 40
Maximum Vertices in a Connected Component : 366
Maximum Edges in a Connected Component : 790
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.057174
Graph Density : 0.00138908950840195
Modularity : 0.276577
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 645 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, 27 July 2022 at 08:09 UTC.

The requested start date was Wednesday, 27 July 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, 26-minute period from Wednesday, 13 July 2022 at 01:48 UTC to Tuesday, 26 July 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:
[4] https://laut.fm/
[3] https://scitechdaily.com/a-better-kind-of-face-mask-researchers-develop-virus-killing-masks/
[3] https://twitter.com/AndrewHewat/status/1548664616527355904
[2] https://www.coviz.org/e2b/2022-07-15/
[2] https://www.coviz.org/e2b/2022-07-14/
[1] https://www.20min.ch/story/zwei-gruende-wieso-immer-weniger-menschen-an-verschwoerungstheorien-glauben-306635161928
[1] https://www.br.de/mediathek/video/nachtlinie-talk-von-einer-ethik-der-digitalisierung-av:62d581c6f53c16000937d1d6
[1] https://twitter.com/gcmg_obv/status/1551193781428490240
[1] https://twitter.com/WHO/status/1550849017453678594
[1] https://twitter.com/WHO/status/1550848811941220354

Top URLs in Tweet in G2:
[1] https://www.visiontimes.com/2022/07/04/canadians-will-be-required-to-receive-a-covid-19-shot-every-nine-months-health-minister.html
[1] https://twitter.com/BAG_OFSP_UFSP/status/1546854607321792512
[1] https://twitter.com/mrmarkdolan/status/1547205162435059712
[1] https://twitter.com/bespokeinvest/status/1547261939545432070
[1] https://twitter.com/GeraldKutney/status/1547902557120385025
[1] https://twitter.com/FrankGors/status/1547195015465783300
[1] https://www.ariseconsortium.org/learn-more-archive/covid-19-considerations-for-home-and-community-care/to
[1] https://twitter.com/NBC12/status/1548457515851034624
[1] https://www.theatlantic.com/health/archive/2022/07/ba5-omicron-variant-covid-surge-immunity-reinfection/670485/
[1] https://twitter.com/disclosetv/status/1550188646774542338

Top URLs in Tweet in G8:
[1] https://twitter.com/MarcTennant/status/1549966666997854209

Top URLs in Tweet in G9:
[1] https://open.spotify.com/album/0NZulePPdSdEIP9kk67Ums?si=dVQlKSvwQg6RTPGXen6hJA
[1] https://rumble.com/v1cc0ct-children-in-the-dark-american-meade.html

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[459] flattenthecurve
[263] covid19
[217] togetherwecan
[160] nagalandagainstcovid
[96] nagaland
[33] covid
[26] coronavirus
[20] stayhome
[18] dataviz
[17] stayathome



Top Hashtags in Tweet in G1:
[3] flattenthecurve
[1] followthescience
[1] wearamask
[1] stayhomestaysafe

Top Hashtags in Tweet in G2:
[85] flattenthecurve
[40] covid19
[13] stayathome
[10] staynotathome
[10] wirbleibennichtmehrzuhause
[3] cdc
[3] wearamask
[3] getvaxxed
[2] covidisnotover
[2] weekendread

Top Hashtags in Tweet in G3:
[230] flattenthecurve
[217] togetherwecan
[197] covid19
[160] nagalandagainstcovid
[96] nagaland
[31] covid

Top Hashtags in Tweet in G4:
[23] flattenthecurve

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

Top Hashtags in Tweet in G6:
[3] flattenthecurve
[1] kognitivedissonanz

Top Hashtags in Tweet in G7:
[3] flattenthecurve

Top Hashtags in Tweet in G8:
[1] flattenthecurve

Top Hashtags in Tweet in G9:
[8] americanmeade
[8] childreninthedark
[2] booster
[2] flattenthecurve

Top Hashtags in Tweet in G10:
[6] climatestrikeonline
[4] fridaysforfuture
[4] schoolstrike4climate
[4] flattenthecurve
[3] stayathome

Top Words
Top Words in Tweet in Entire Graph:
[1560] mio
[1555] 21
[459] #flattenthecurve
[385] frankfurtzack
[323] 10
[319] 11
[315] 22
[312] kosten
[311] monatliche
[311] bürgertests

Top Words in Tweet in G1:
[1550] mio
[1545] 21
[381] frankfurtzack
[313] 22
[309] monatliche
[309] kosten
[309] bürgertests
[309] 07
[309] 368
[309] 08

Top Words in Tweet in G2:
[85] #flattenthecurve
[40] #covid19
[15] zwerenberg
[14] stay
[13] cases
[13] declined
[13] aware
[13] use
[13] caution
[13] #stayathome

Top Words in Tweet in G3:
[230] #flattenthecurve
[228] july
[228] 2022
[217] #togetherwecan
[197] #covid19
[160] #nagalandagainstcovid
[140] status
[139] healthnagaland
[100] #nagaland
[96] bulletin

Top Words in Tweet in G4:
[23] remember
[23] #flattenthecurve
[23] need
[23] right
[23] curve
[23] invisible
[22] grahamwalker

Top Words in Tweet in G6:
[5] 21
[5] mio
[4] die
[3] #flattenthecurve
[3] mr_sweetis
[3] pta_mit_oboe
[3] gefärbte
[3] chinesische
[3] plastikmikrobiombrüter
[3] papp

Top Words in Tweet in G7:
[7] covid
[6] vaccines
[4] always
[3] reported
[3] disinformation
[3] never
[3] supposed
[3] prevent
[3] people
[3] contracting

Top Words in Tweet in G9:
[9] spotify
[9] rumble
[8] go
[8] stream
[8] song
[8] children
[8] dark
[8] right
[8] #americanmeade
[8] #childreninthedark

Top Words in Tweet in G10:
[6] school
[6] strike
[6] week
[6] #climatestrikeonline
[5] gretathunberg
[4] #fridaysforfuture
[4] #schoolstrike4climate
[4] #flattenthecurve
[3] 95
[3] #stayathome

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[311] monatliche,kosten
[311] kosten,bürgertests
[311] bürgertests,07
[311] 07,21
[311] 21,368
[311] 368,mio
[311] mio,08
[311] 08,21
[311] 21,349
[311] 349,mio

Top Word Pairs in Tweet in G1:
[309] monatliche,kosten
[309] kosten,bürgertests
[309] bürgertests,07
[309] 07,21
[309] 21,368
[309] 368,mio
[309] mio,08
[309] 08,21
[309] 21,349
[309] 349,mio

Top Word Pairs in Tweet in G2:
[37] #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:
[228] july,2022
[135] healthnagaland,#covid19
[121] #flattenthecurve,#togetherwecan
[96] bulletin,#nagaland
[96] #nagaland,status
[96] #togetherwecan,#flattenthecurve
[90] fresh,positive
[65] #covid19,bulletin
[65] 2022,#togetherwecan
[65] #flattenthecurve,#nagalandagainstcovid

Top Word Pairs in Tweet in G4:
[23] remember,#flattenthecurve
[23] #flattenthecurve,need
[23] need,right
[23] right,curve
[23] curve,invisible
[22] grahamwalker,remember

Top Word Pairs in Tweet in G6:
[3] mr_sweetis,pta_mit_oboe
[3] pta_mit_oboe,gefärbte
[3] gefärbte,chinesische
[3] chinesische,plastikmikrobiombrüter
[3] plastikmikrobiombrüter,papp
[3] papp,stroh
[3] stroh,halmen
[3] halmen,hafermilchshake
[2] frankfurtzack,ganze
[2] ganze,inherent

Top Word Pairs in Tweet in G7:
[5] covid,vaccines
[3] reported,disinformation
[3] disinformation,covid
[3] vaccines,never
[3] never,supposed
[3] supposed,prevent
[3] prevent,people
[3] people,contracting
[3] contracting,covid
[3] vaccines,always

Top Word Pairs in Tweet in G9:
[9] spotify,rumble
[8] go,stream
[8] stream,song
[8] song,children
[8] children,dark
[8] dark,spotify
[8] rumble,right
[8] #americanmeade,#childreninthedark
[7] right,#americanmeade
[6] americanmeadery,go

Top Word Pairs in Tweet in G10:
[6] school,strike
[6] strike,week
[4] #fridaysforfuture,#schoolstrike4climate
[4] #schoolstrike4climate,#flattenthecurve
[3] week,95
[3] 95,#climatestrikeonline
[3] #climatestrikeonline,#stayathome
[3] #stayathome,#fridaysforfuture
[3] week,65
[3] 65,trees

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

Top Mentioned in G4:
@grahamwalker

Top Mentioned in G5:
@metricstanford
@fatemperor
@stacey_rudin
@clarecraigpath
@mlevitt_np2013
@drjbhattacharya
@pandata19
@kevin_mckernan

Top Mentioned in G6:
@pta_mit_oboe
@frankfurtzack
@lilli77123
@mr_sweetis
@abnonhar
@weltspr

Top Mentioned in G7:
@fly_sistah
@claytravis
@java_nick
@brad_polumbo
@nedryun
@foxbusiness

Top Mentioned in G8:
@albomp
@markmcgowanmp
@pmalinauskasmp
@danielandrewsmp
@abarrmla
@dom_perrottet
@annastaciamp

Top Mentioned in G9:
@americanmeadery

Top Mentioned in G10:
@gretathunberg
@patriciakombo
@fridays4future

Top Tweeters
Top Tweeters in Entire Graph:
@fabriciosx
@welt
@lotfiwada
@washingtonpost
@uwewolff966
@spencerkarter
@citynewsvan
@joesixpacksays
@nbcnews
@fffbot1

Top Tweeters in G1:
@uwewolff966
@48rieck
@nis1010101
@sprachmittlerud
@sonjafu2007
@milkrun
@frankaskaralius
@roemmermann
@franzhaid
@9sirtom5

Top Tweeters in G2:
@spencerkarter
@markyusko
@forgotbeauty
@kids_cokg
@dodandrea
@jknordlander
@robodda
@isolationbot
@mikeone4uneu
@brainwashfree

Top Tweeters in G3:
@hephaistos_ai
@nagalandbot
@temsutulaimsong
@gupta_bihar
@rajeevpathak18
@airnews_kohima
@outbreak_india
@pibkohima
@mygovnagaland
@ritakrocha

Top Tweeters in G4:
@nite0wl
@populistdemand
@skatiq3
@infectiousdz
@natanael_l
@violetblue
@thomaswillnot
@neo_antiquarian
@z3r0fox
@sanghyuk_shin

Top Tweeters in G5:
@fatemperor
@kevin_mckernan
@stacey_rudin
@orwell2022
@clarecraigpath
@plaforscience
@drjbhattacharya
@mlevitt_np2013
@pandata19
@metricstanford

Top Tweeters in G6:
@vikingrohan
@abnonhar
@tim_roehn
@rmi1512
@pta_mit_oboe
@lilli77123
@mr_sweetis
@meinhannover4
@weltspr

Top Tweeters in G7:
@foxbusiness
@mehitabel1234
@nedryun
@claytravis
@fly_sistah
@thehowie
@java_nick
@saragonzalestx
@brad_polumbo

Top Tweeters in G8:
@abarrmla
@albomp
@annastaciamp
@gillking01
@danielandrewsmp
@markmcgowanmp
@pmalinauskasmp
@dom_perrottet

Top Tweeters in G9:
@joesixpacksays
@debbierevor
@ricepaul2010
@sunshinelove68
@bookishgirl
@zamoraz84886704
@americanmeadery

Top Tweeters in G10:
@fffbot1
@gretathunberg
@fridays4future
@patriciakombo
@lynnettefrigon4
@riseup_ivorycst


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