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#FlattenTheCurve_2021-10-28_03-08-29.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
October 28, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3moGejk
@theotherphilipp
@ockhams
@docknack
@nickynicky78
@mm33842521
@tjtuono
@lausboi11
@influenzer3
@healthnagaland
@viralvideovlogs

Top hashtags:
#flattenthecurve
#covid19
#togetherwecan
#washyourhands
#wearamask

Description:
Description
The graph represents a network of 733 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, 28 October 2021 at 10:09 UTC.

The requested start date was Thursday, 28 October 2021 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, 11-hour, 55-minute period from Thursday, 14 October 2021 at 00:04 UTC to Wednesday, 27 October 2021 at 12:00 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 : 733
Unique Edges : 275
Edges With Duplicates : 2296
Total Edges : 2571
Number of Edge Types : 5
Tweet : 708
Retweet : 590
MentionsInRetweet : 612
Replies to : 73
Mentions : 588
Self-Loops : 716
Reciprocated Vertex Pair Ratio : 0.00840336134453781
Reciprocated Edge Ratio : 0.0166666666666667
Connected Components : 185
Single-Vertex Connected Components : 72
Maximum Vertices in a Connected Component : 107
Maximum Edges in a Connected Component : 945
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.635107
Graph Density : 0.00111824301657236
Modularity : 0.251737
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 733 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, 28 October 2021 at 10:09 UTC.

The requested start date was Thursday, 28 October 2021 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, 11-hour, 55-minute period from Thursday, 14 October 2021 at 00:04 UTC to Wednesday, 27 October 2021 at 12:00 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:
[9] https://www.twitch.tv/nezuryu
[8] https://api.whatsapp.com/send?phone=97125545555&text=Hello%2C%20Bareen.%20Can%20you%20help%20me%3F%0A%D9%85%D8%B1%D8%AD%D8%A8%D8%A7%D8%8C%20%D8%A8%D8%A7%D8%B1%D9%8A%D9%86.%20%D9%87%D9%84%20%D8%AA%D8%B3%D8%AA%D8%B7%D9%8A%D8%B9%20%D9%85%D8%B3%D8%A7%D8%B9%D8%AF%D8%AA%D9%8A%D8%9F
[5] https://www.npr.org/2021/05/13/996570855/disinformation-dozen-test-facebooks-twitters-ability-to-curb-vaccine-hoaxes
[3] https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0251605
[2] https://www.zdf.de/gesellschaft/markus-lanz/markus-lanz-vom-27-juli-2021-100.html
[2] https://www.coviz.org/e2b/2021-10-24/
[2] https://www.healthsystemtracker.org/brief/covid19-and-other-leading-causes-of-death-in-the-us/
[2] https://www.pscp.tv/w/cbICwTF4a2pETFZEV0Jqem18MXluSk9wVkVYd1Z4Usah40umAM_EzGyl6CgzkokvbH64WiKvF1c1qwHX1uYR?t=4m44s
[2] https://twitter.com/i/spaces/1vAGRknWMOqJl
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DCny-QGpxIbQ&q=EgS4SO-bGKvt6YsGIhBnLdUVFZtrWqoJQ6lRv9ZfMgFy

Top URLs in Tweet in G3:
[8] https://api.whatsapp.com/send?phone=97125545555&text=Hello%2C%20Bareen.%20Can%20you%20help%20me%3F%0A%D9%85%D8%B1%D8%AD%D8%A8%D8%A7%D8%8C%20%D8%A8%D8%A7%D8%B1%D9%8A%D9%86.%20%D9%87%D9%84%20%D8%AA%D8%B3%D8%AA%D8%B7%D9%8A%D8%B9%20%D9%85%D8%B3%D8%A7%D8%B9%D8%AF%D8%AA%D9%8A%D8%9F
[5] https://www.npr.org/2021/05/13/996570855/disinformation-dozen-test-facebooks-twitters-ability-to-curb-vaccine-hoaxes
[3] https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0251605
[2] https://www.healthsystemtracker.org/brief/covid19-and-other-leading-causes-of-death-in-the-us/
[1] https://twitter.com/rtenews/status/1448582667419766786
[1] https://twitter.com/SPKCentrs/status/1448595471572905984
[1] https://health-infobase.canada.ca/covid-19/epidemiological-summary-covid-19-cases.html
[1] https://twitter.com/EcoJameson/status/1449084542338408448
[1] https://gab.com/yafer/posts/105737949291678773
[1] https://healthblog.uofmhealth.org/wellness-prevention/flattening-curve-for-covid-19-what-does-it-mean-and-how-can-you-help

Top URLs in Tweet in G6:
[1] https://www.behance.net/designleaf1

Top URLs in Tweet in G7:
[1] https://twitter.com/jacobuithetzui1/status/1450829518810320898

Top URLs in Tweet in G8:
[1] https://twitter.com/rtenews/status/1414662003407433732

Top URLs in Tweet in G10:
[2] https://www.zdf.de/gesellschaft/markus-lanz/markus-lanz-vom-27-juli-2021-100.html
[1] https://twitter.com/StefanKaufmann/status/1320138485672644609
[1] https://twitter.com/BenjAlvarez1/status/1250563198081740800

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1361] flattenthecurve
[303] covid19
[243] togetherwecan
[234] washyourhands
[223] wearamask
[205] leralla
[124] naledi
[122] berailsmart
[119] nagaland
[113] nagalandagainstcovid



Top Hashtags in Tweet in G1:
[81] flattenthecurve

Top Hashtags in Tweet in G2:
[79] flattenthecurve
[1] sambrokken
[1] terzake
[1] deafspraak

Top Hashtags in Tweet in G3:
[133] flattenthecurve
[53] covid19
[21] coronavirus
[17] covid_19
[15] stayathome
[12] wearamask
[11] covid
[11] pandemic
[11] washyourhands
[10] sarscov2

Top Hashtags in Tweet in G4:
[39] flattenthecurve

Top Hashtags in Tweet in G5:
[29] rivm
[23] media
[23] kabinet
[8] flattenthecurve
[1] pandemie

Top Hashtags in Tweet in G6:
[240] togetherwecan
[237] flattenthecurve
[189] covid19
[118] nagaland
[112] nagalandagainstcovid
[49] nagalandagainstcovid19

Top Hashtags in Tweet in G7:
[7] flattenthecurve
[1] zorginfarct

Top Hashtags in Tweet in G8:
[24] flattenthecurve

Top Hashtags in Tweet in G9:
[18] flattenthecurve

Top Hashtags in Tweet in G10:
[33] flattenthecurve
[28] covid19
[5] covid19nl
[4] lockdown
[3] r
[3] togetherwecan
[2] aerosolen
[2] lanz
[2] zomerrecess
[2] covidhoax2021

Top Words
Top Words in Tweet in Entire Graph:
[1361] #flattenthecurve
[750] station
[432] train
[373] next
[373] stopping
[305] departed
[303] #covid19
[297] 2021
[288] october
[243] #togetherwecan

Top Words in Tweet in G1:
[81] heute
[81] tag
[81] 582
[81] wochen
[81] #flattenthecurve
[80] theotherphilipp

Top Words in Tweet in G2:
[237] flater
[158] 18
[158] maanden
[81] die
[79] dus
[79] #flattenthecurve
[79] nu
[79] vierde
[79] golf
[79] experten

Top Words in Tweet in G3:
[133] #flattenthecurve
[53] #covid19
[22] 19
[21] more
[21] #coronavirus
[17] #covid_19
[15] stay
[15] #stayathome
[14] days
[14] cases

Top Words in Tweet in G4:
[39] エコノミスト
[39] 紙が数日前に発表した
[39] #flattenthecurve
[39] graph
[39] を用いて
[39] 感染拡大をコントロールできない場合
[39] 医療機関に大きな負担がかかる事が示された
[39] この発表は緊迫感と危機感を生んだ
[39] しかし
[39] パニックは起こらなかった

Top Words in Tweet in G5:
[29] #rivm
[27] nickynicky78
[24] doen
[23] zojuist
[23] nieuwste
[23] grafieken
[23] gedownload
[23] website
[23] hoe
[23] erg

Top Words in Tweet in G6:
[280] october
[280] 2021
[240] #togetherwecan
[237] #flattenthecurve
[189] #covid19
[152] status
[151] healthnagaland
[118] bulletin
[118] #nagaland
[112] #nagalandagainstcovid

Top Words in Tweet in G7:
[40] niet
[40] zorg
[20] omt
[20] rivm
[20] demissionaire
[20] kabinet
[20] willen
[20] laten
[20] die
[20] curve

Top Words in Tweet in G8:
[24] #flattenthecurve
[21] m4ttmc87
[12] vaccine
[12] passports
[12] last
[12] few
[12] weeks
[8] passed
[8] month
[8] extension

Top Words in Tweet in G9:
[18] #flattenthecurve
[17] nie
[17] vergessen
[17] geht
[17] seit
[17] märz
[17] 2020
[17] darum
[17] die
[17] kurve

Top Words in Tweet in G10:
[33] #flattenthecurve
[28] #covid19
[6] dat
[5] tijdvooreten
[5] nederland
[5] #covid19nl
[5] zijn
[5] niet
[5] healthnagaland
[5] october

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[373] next,stopping
[373] stopping,station
[329] station,next
[287] october,2021
[205] #leralla,train
[160] #flattenthecurve,#wearamask
[160] 18,maanden
[160] flater,flater
[139] healthnagaland,#covid19
[130] #washyourhands,#flattenthecurve

Top Word Pairs in Tweet in G1:
[81] heute,tag
[81] tag,582
[81] 582,wochen
[81] wochen,#flattenthecurve
[80] theotherphilipp,heute

Top Word Pairs in Tweet in G2:
[158] 18,maanden
[158] flater,flater
[79] dus,#flattenthecurve
[79] #flattenthecurve,nu
[79] nu,vierde
[79] vierde,golf
[79] golf,18
[79] maanden,die
[79] die,experten
[79] experten,mogen

Top Word Pairs in Tweet in G3:
[16] #covid19,#flattenthecurve
[14] #flattenthecurve,#stayathome
[13] cases,declined
[13] declined,stay
[13] stay,aware
[13] aware,use
[13] use,caution
[13] caution,#covid19
[11] #flattenthecurve,#wearamask
[10] good,morning

Top Word Pairs in Tweet in G4:
[39] エコノミスト,紙が数日前に発表した
[39] 紙が数日前に発表した,#flattenthecurve
[39] #flattenthecurve,graph
[39] graph,を用いて
[39] を用いて,感染拡大をコントロールできない場合
[39] 感染拡大をコントロールできない場合,医療機関に大きな負担がかかる事が示された
[39] 医療機関に大きな負担がかかる事が示された,この発表は緊迫感と危機感を生んだ
[39] この発表は緊迫感と危機感を生んだ,しかし
[39] しかし,パニックは起こらなかった
[38] influenzer3,エコノミスト

Top Word Pairs in Tweet in G5:
[23] zojuist,nieuwste
[23] nieuwste,grafieken
[23] grafieken,gedownload
[23] gedownload,#rivm
[23] #rivm,website
[23] website,hoe
[23] hoe,erg
[23] erg,#media
[23] #media,#kabinet
[23] #kabinet,ook

Top Word Pairs in Tweet in G6:
[280] october,2021
[134] healthnagaland,#covid19
[118] bulletin,#nagaland
[114] #flattenthecurve,#togetherwecan
[103] 2021,dimapur
[101] #nagaland,status
[101] fresh,positive
[83] covid,19
[69] #togetherwecan,#flattenthecurve
[66] 19,bulletin

Top Word Pairs in Tweet in G7:
[20] omt,rivm
[20] rivm,demissionaire
[20] demissionaire,kabinet
[20] kabinet,willen
[20] willen,niet
[20] niet,laten
[20] laten,zorg
[20] zorg,niet
[20] niet,zorg
[20] zorg,die

Top Word Pairs in Tweet in G8:
[12] vaccine,passports
[12] passports,last
[12] last,few
[12] few,weeks
[12] weeks,#flattenthecurve
[11] m4ttmc87,vaccine
[8] passed,month
[8] month,extension
[8] extension,coronavirus
[8] coronavirus,act

Top Word Pairs in Tweet in G9:
[17] nie,vergessen
[17] vergessen,geht
[17] geht,seit
[17] seit,märz
[17] märz,2020
[17] 2020,darum
[17] darum,die
[17] die,kurve
[17] kurve,abzuflachen
[17] abzuflachen,#flattenthecurve

Top Word Pairs in Tweet in G10:
[19] #covid19,#flattenthecurve
[5] healthnagaland,#covid19
[5] october,2021
[3] reproductiefactor,nederland
[3] nederland,dit
[3] dit,moment
[3] moment,34
[3] 34,angela
[3] angela,merkel
[3] merkel,zei

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

Top Mentioned in G1:
@theotherphilipp

Top Mentioned in G2:
@ockhams

Top Mentioned in G3:
@thisduanepaul
@egmontinstitute

Top Mentioned in G4:
@influenzer3

Top Mentioned in G5:
@nickynicky78
@ockhams

Top Mentioned in G6:
@healthnagaland
@mygovnagaland
@dipr_nagaland
@ddnewskohima
@airnews_kohima
@pibkohima
@cmonagaland
@pangnyu
@statedisaster

Top Mentioned in G7:
@jacobuithetzui1
@anrensen1

Top Mentioned in G8:
@m4ttmc87

Top Mentioned in G9:
@docknack
@theotherphilipp

Top Mentioned in G10:
@tijdvooreten
@healthnagaland
@minpres
@drscheuch
@hugodejonge
@isolationbot
@roelgrif
@minvws
@rivm

Top Tweeters
Top Tweeters in Entire Graph:
@pparzival
@sosorasora3
@citrus_kyoto
@cao58020
@viralvideovlogs
@lyndae222
@tenkiwa
@sherbah46958042
@irishtimes
@fabriciosx

Top Tweeters in G1:
@m_aus_s
@connyro_bln
@dheomodi
@nelke47
@mike_9cole
@karlerbach
@spom_heike
@isikat2
@annettehofmann1
@milkrun

Top Tweeters in G2:
@nelliejs501
@dartagnanneke
@lutgroenez
@w12move
@mariavanl
@pverbeeck2
@dusofabulous
@joopvankooten
@podevyns
@gringuitalatina

Top Tweeters in G3:
@s0undk1llah66
@thisduanepaul
@technosucks
@fabcojim
@docthomas
@deembe_
@freenortherner
@panelpowerirl
@stefanbielau
@tlnue

Top Tweeters in G4:
@sosorasora3
@citrus_kyoto
@cao58020
@tenkiwa
@fearless_taisho
@masahiros27
@katoikumi
@shootarrow
@ygjumi
@ikotto

Top Tweeters in G5:
@eendjekwakk
@sil_ver_sur_fer
@kristine29ha
@evertharley
@normaal_gewoon
@aluhoedje33
@doomenrobin
@werkelooskoos
@danielvoers
@arrow58068041

Top Tweeters in G6:
@kingpraveena
@sudarshantheva3
@swuro_29
@nagalandbot
@temsutulaimsong
@tiwarishubham03
@airnews_kohima
@diabetesasiaorg
@pibkohima
@bjp4nagaland

Top Tweeters in G7:
@mariannezw
@intakingashot
@thuisblijvend
@tanawc
@bassjobsen
@robbioxxx
@ikben_robjansen
@riendumont
@avhrskmp
@ayla1057

Top Tweeters in G8:
@naramore_david
@m4ttmc87
@fair4all3
@auntprays
@the_ninjaknight
@_ritabix
@vaccinein
@tcon1971
@fmhaire
@koletteofficial

Top Tweeters in G9:
@berlincasi
@elisabethtobler
@dilifluhh
@hamburgerdeern4
@iknrr
@gaytip
@naumlea
@poser33683416
@houstenmcc
@mm33842521

Top Tweeters in G10:
@viralvideovlogs
@tijdvooreten
@roelgrif
@ramesh13145522
@tpzijl
@hugodejonge
@minvws
@v_iswakker
@isolationbot
@rivm


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