#FlattenTheCurve, Twitter, 8/25/2020 11:00:52 AM, 233470


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#FlattenTheCurve_2020-08-25_02-45-31.xlsx
#FlattenTheCurve_2020-08-25_02-45-31.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 25, 2020
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3aYnXC6
@gretathunberg
@docassar
@pjcoogan
@corbetteva
@866ourvote
@coyotegulch
@pflegedie
@realdonaldtrump
@adipatijulian22
@dumbledokyungso

Top hashtags:
#flattenthecurve
#schoolstrike4climate
#fridaysforfuture

Description:
Description
The graph represents a network of 6,999 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 Tuesday, 25 August 2020 at 09:49 UTC.

The requested start date was Tuesday, 25 August 2020 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 8-day, 0-hour, 20-minute period from Friday, 14 August 2020 at 06:46 UTC to Saturday, 22 August 2020 at 07:07 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 : 6999
Unique Edges : 1936
Edges With Duplicates : 12822
Total Edges : 14758
Number of Edge Types : 5
Retweet : 5837
MentionsInRetweet : 6261
Tweet : 1305
Mentions : 1068
Replies to : 287
Self-Loops : 1361
Reciprocated Vertex Pair Ratio : 0.0052702906188827
Reciprocated Edge Ratio : 0.0104853205512283
Connected Components : 911
Single-Vertex Connected Components : 409
Maximum Vertices in a Connected Component : 4424
Maximum Edges in a Connected Component : 10113
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.336653
Graph Density : 0.000136303308099254
Modularity : 0.423969
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 6,999 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 Tuesday, 25 August 2020 at 09:49 UTC.

The requested start date was Tuesday, 25 August 2020 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 8-day, 0-hour, 20-minute period from Friday, 14 August 2020 at 06:46 UTC to Saturday, 22 August 2020 at 07:07 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:
[34] https://www.trendysubs.com/
[19] https://linktr.ee/stay6ftapart
[16] https://www.mdr.de/sachsen/corona-maskenpflicht-schueler-strenge-vorschriften-100.html
[13] https://www.carpha.org/Portals/0/Images/COVID-19%20Infographics/Public%20Transportation/PublicTransportation-COVID19-CARPHA.pdf
[8] https://www.rivcoph.org/coronavirus
[7] https://covid19.biglocalnews.org/world-map/index.html
[6] https://twitter.com/GretaThunberg/status/1296748619522093056
[6] https://www.worldometers.info/coronavirus/country/us/
[6] https://590games.com/sm-FB
[6] https://protectingimmigrantfamilies.org/take-action/

Top URLs in Tweet in G1:
[1] https://tweetedtimes.com/v/1741?s=tnp
[1] https://tweetedtimes.com/v/1359?s=tnp
[1] https://www.instagram.com/accounts/login/?next=/p/CD3POwBn29z/%3Figshid%3Dlhewoimm9rss

Top URLs in Tweet in G2:
[6] https://590games.com/sm-FB
[6] https://www.worldometers.info/coronavirus/country/us/
[4] https://www.indiegogo.com/at/nxhale/x
[3] https://twitter.com/GretaThunberg/status/1296748619522093056
[3] https://www.tasteofhome.com/recipes/no-bake-peanut-butter-treats/
[3] https://thetiptoefairy.com/easy-pudding-cup-finger-paints/
[2] https://twitter.com/NYGovCuomo/status/1294646880673181696
[2] https://killthecoronavirus.org/
[2] https://pandawearwire.blogspot.com/2020/08/jewelry-safety-and-precious-metals.html?m=1
[2] https://www.gconvo.com/

Top URLs in Tweet in G5:
[5] https://twitter.com/alxrdk/status/1295016785180270594

Top URLs in Tweet in G6:
[13] https://www.carpha.org/Portals/0/Images/COVID-19%20Infographics/Public%20Transportation/PublicTransportation-COVID19-CARPHA.pdf
[3] http://gucci.forfunding.it/?utm_source=twitter&utm_medium=social&utm_campaign=GucciCommunity2020&utm_content=twitter-post-protezionecivile-guccicommunity2020
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=232783
[1] https://medium.com/@lawal1998/inferring-change-points-in-the-spread-of-covid-19-nigeria-2064a6e920c8
[1] https://newsroom.amref.org/news/2020/08/amref-health-africa-in-canada-to-slow-the-spread-of-covid-19-in-sub-saharan-africa-with-additional-funding/
[1] https://www.youtube.com/watch?v=432h5aruLJg&feature=youtu.be

[1] https://twitter.com/Amref_Worldwide/status/1296318863194370048
[1] https://twitter.com/Amref_Worldwide/status/1296399902906503173
[1] https://twitter.com/tagesschau/status/1297051985234006017
[1] https://twitter.com/Koeln/status/1294293991853305859

Top URLs in Tweet in G8:
[2] https://twitter.com/GretaThunberg/status/1296748619522093056
[1] https://www.dw.com/p/3hCBd?maca=pt-BR-Twitter-sharing
[1] https://twitter.com/CCCRdg/status/1294447787548041217
[1] https://twitter.com/GretaThunberg/status/1294211660052340736
[1] https://tweetedtimes.com/apogee711?s=tnp
[1] https://twitter.com/FFFRussia/status/1294195864047685632
[1] https://twitter.com/vanessa_vash/status/1294258325127929856
[1] https://twitter.com/callumgrieve/status/1294264309338570753
[1] https://twitter.com/gretathunberg/status/1296748619522093056
[1] https://twitter.com/gretathunberg/status/1294211660052340736

Top URLs in Tweet in G9:
[1] https://twitter.com/dawisu/status/1294751053569765377

Top URLs in Tweet in G10:
[16] https://www.mdr.de/sachsen/corona-maskenpflicht-schueler-strenge-vorschriften-100.html
[1] https://www.facebook.com/CNA.AIIC/photos/?tab=album&album_id=3568063436542407
[1] https://cna-aiic.ca/en/coronavirus-disease/thank-a-nurse

Top Domains
Top Domains in Tweet in Entire Graph:
[229] twitter.com
[60] instagram.com
[34] trendysubs.com
[22] youtube.com
[19] linktr.ee
[16] sedo.com
[16] mdr.de
[14] coviz.org
[13] carpha.org
[12] twitch.tv

Top Domains in Tweet in G1:
[2] tweetedtimes.com
[1] instagram.com

Top Domains in Tweet in G2:
[92] twitter.com
[37] instagram.com
[16] sedo.com
[9] youtube.com
[7] worldometers.info
[6] blogspot.com
[6] 590games.com
[4] facebook.com
[4] google.com
[4] indiegogo.com

Top Domains in Tweet in G5:
[5] twitter.com

Top Domains in Tweet in G6:
[13] carpha.org
[6] twitter.com
[5] nodexlgraphgallery.org
[3] forfunding.it
[2] youtube.com
[1] medium.com
[1] amref.org
[1] statnews.com
[1] instagram.com
[1] helpinghands.community

Top Domains in Tweet in G8:
[9] twitter.com
[1] dw.com
[1] tweetedtimes.com

Top Domains in Tweet in G9:
[1] twitter.com

Top Domains in Tweet in G10:
[16] mdr.de
[1] facebook.com
[1] cna-aiic.ca

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2862] flattenthecurve
[2432] schoolstrike4climate
[2421] fridaysforfuture
[2379] climatestrike
[1220] climatestrikeonline
[700] covid19
[323] coronavirus
[262] wearamask
[228] stayhome
[207] election2020



Top Hashtags in Tweet in G1:
[2306] fridaysforfuture
[2306] schoolstrike4climate
[2302] climatestrike
[1118] climatestrikeonline
[12] flattenthecurve
[10] stayathome
[7] facetheclimateemergency
[3] ecology
[1] actonscience
[1] audiostrike

Top Hashtags in Tweet in G2:
[581] flattenthecurve
[167] covid19
[82] coronavirus
[64] staysafe
[60] socialdistancing
[37] washyourhands
[36] wearamask
[35] covid_19
[34] stayhome
[33] covid

Top Hashtags in Tweet in G3:
[204] flattenthecurve
[203] election2020
[7] covid19
[2] climatestrike
[2] fridaysforfuture
[2] schoolstrike4climate
[1] vbm
[1] climatestrikeonline

Top Hashtags in Tweet in G4:
[1] flattenthecurve
[1] washyourhands
[1] keepyourdistance
[1] golfgate
[1] climatestrike
[1] fridaysforfuture
[1] schoolstrike4climate

Top Hashtags in Tweet in G5:
[189] flattenthecurve
[5] climatestrike
[5] fridaysforfuture
[5] schoolstrike4climate
[1] covid19
[1] climatestrikeonline

Top Hashtags in Tweet in G6:
[107] covid19
[96] flattenthecurve
[44] coronavirus
[20] staysafe
[15] covid19africa
[13] stayhome
[13] stayhomestaysafe
[13] healthycaribbean
[12] stayathome
[12] gucci

Top Hashtags in Tweet in G7:
[105] artofquarantine
[1] climatestrike
[1] fridaysforfuture
[1] schoolstrike4climate
[1] flattenthecurve

Top Hashtags in Tweet in G8:
[102] schoolstrike4climate
[89] fridaysforfuture
[87] climatestrikeonline
[83] flattenthecurve
[56] facetheclimateemergency
[54] climatestrike
[37] stayathome
[15] climatecrisis
[15] planttreessavetheearth
[11] climatechange

Top Hashtags in Tweet in G9:
[89] covid19kn
[18] flattenthecurve
[14] staysafe
[10] covid19kano
[9] takeresponsibility
[7] maskupkano
[6] maskup

Top Hashtags in Tweet in G10:
[48] coronatagebuch
[20] flattenthecurve
[6] nurses
[3] climatestrike
[3] fridaysforfuture
[3] schoolstrike4climate
[1] thankyounurses
[1] covid19
[1] climatestrikeonline
[1] fightcovid19

Top Words
Top Words in Tweet in Entire Graph:
[3582] week
[3554] school
[3551] strike
[3532] gretathunberg
[2857] #flattenthecurve
[2456] social
[2432] #schoolstrike4climate
[2421] back
[2421] #fridaysforfuture
[2394] re

Top Words in Tweet in G1:
[3418] strike
[3418] week
[3414] school
[3412] gretathunberg
[2306] #fridaysforfuture
[2306] #schoolstrike4climate
[2302] #climatestrike
[2300] 105
[2300] re
[2300] back

Top Words in Tweet in G2:
[581] #flattenthecurve
[167] #covid19
[82] #coronavirus
[64] #staysafe
[60] #socialdistancing
[48] cases
[46] covid
[44] 19
[43] social
[37] make

Top Words in Tweet in G3:
[252] ballot
[251] request
[251] absentee
[204] #flattenthecurve
[203] today
[203] #election2020
[195] 866ourvote
[50] election
[49] early
[48] case

Top Words in Tweet in G4:
[203] grief
[203] over
[203] bloody
[203] hell
[203] wasting
[203] breath
[203] radio
[203] trying
[203] people
[202] pjcoogan

Top Words in Tweet in G5:
[189] #flattenthecurve
[119] mehr
[115] die
[99] heute
[99] 1707
[99] neuinfektionen
[99] geworden
[99] erinnert
[99] keiner
[99] dran

Top Words in Tweet in G6:
[107] #covid19
[96] #flattenthecurve
[52] amref_worldwide
[44] #coronavirus
[26] health
[22] spread
[20] #staysafe
[19] cases
[18] recommended
[17] 19

Top Words in Tweet in G7:
[105] poster
[105] sosialisasi
[105] menghadapi
[105] coronavirus
[105] kementrian
[105] kebudayaan
[105] dan
[105] kebijakan
[105] informasi
[105] ukraina

Top Words in Tweet in G8:
[116] week
[103] strike
[102] #schoolstrike4climate
[94] school
[89] #fridaysforfuture
[87] #climatestrikeonline
[86] gretathunberg
[83] #flattenthecurve
[76] crisis
[56] #facetheclimateemergency

Top Words in Tweet in G9:
[119] update
[118] today
[90] august
[90] 2020
[89] #covid19kn
[89] recorded
[89] results
[89] received
[78] knsmoh
[71] case

Top Words in Tweet in G10:
[82] die
[49] heute
[48] liebes
[48] #coronatagebuch
[48] lernen
[48] gemeinsam
[48] mdb
[48] brandner
[48] neues
[48] maske

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3550] strike,week
[3538] school,strike
[3507] gretathunberg,school
[2400] #fridaysforfuture,#schoolstrike4climate
[2368] #climatestrike,#fridaysforfuture
[2367] week,105
[2356] 105,re
[2356] re,back
[2356] back,social
[2356] social,distant

Top Word Pairs in Tweet in G1:
[3418] strike,week
[3414] school,strike
[3406] gretathunberg,school
[2305] #fridaysforfuture,#schoolstrike4climate
[2300] week,105
[2300] 105,re
[2300] re,back
[2300] back,social
[2300] social,distant
[2300] distant,berlin

Top Word Pairs in Tweet in G2:
[38] covid,19
[34] social,distancing
[29] #covid19,#flattenthecurve
[29] #covid19,#coronavirus
[24] #flattenthecurve,#socialdistancing
[24] kids,bored
[24] bored,practicing
[24] practicing,social
[21] distancing,make
[14] ginger_exchange,kids

Top Word Pairs in Tweet in G3:
[251] request,absentee
[251] absentee,ballot
[203] ballot,today
[203] today,#election2020
[203] #election2020,#flattenthecurve
[195] 866ourvote,request
[48] case,wondering
[48] wondering,early
[48] early,request
[48] ballot,november

Top Word Pairs in Tweet in G4:
[203] grief,over
[203] over,bloody
[203] bloody,hell
[203] hell,wasting
[203] wasting,breath
[203] breath,radio
[203] radio,trying
[203] trying,people
[202] pjcoogan,grief
[202] people,#fla

Top Word Pairs in Tweet in G5:
[99] heute,1707
[99] 1707,neuinfektionen
[99] neuinfektionen,#flattenthecurve
[99] #flattenthecurve,geworden
[99] geworden,erinnert
[99] erinnert,keiner
[99] keiner,mehr
[99] mehr,dran
[99] dran,die
[99] die,kliniken

Top Word Pairs in Tweet in G6:
[19] #staysafe,#flattenthecurve
[18] #covid19,#coronavirus
[16] covid,19
[15] prevent,#coronavirus
[15] #coronavirus,infections
[15] infections,spread
[15] spread,daktari1
[15] daktari1,reminds
[15] reminds,wipe
[15] wipe,common

Top Word Pairs in Tweet in G7:
[105] poster,sosialisasi
[105] sosialisasi,menghadapi
[105] menghadapi,coronavirus
[105] coronavirus,kementrian
[105] kementrian,kebudayaan
[105] kebudayaan,dan
[105] dan,kebijakan
[105] kebijakan,informasi
[105] informasi,ukraina
[105] ukraina,___

Top Word Pairs in Tweet in G8:
[102] strike,week
[94] school,strike
[72] gretathunberg,school
[71] #fridaysforfuture,#schoolstrike4climate
[48] #schoolstrike4climate,#flattenthecurve
[48] #climatestrike,#fridaysforfuture
[46] week,105
[45] climate,crisis
[40] #flattenthecurve,#facetheclimateemergency
[40] crisis,doesn

Top Word Pairs in Tweet in G9:
[90] august,2020
[89] #covid19kn,update
[89] results,received
[89] received,today
[78] knsmoh,#covid19kn
[64] update,10
[60] samples,tested
[51] 2020,case
[51] case,recorded
[49] today,laborator

Top Word Pairs in Tweet in G10:
[48] liebes,#coronatagebuch
[48] #coronatagebuch,heute
[48] heute,lernen
[48] lernen,gemeinsam
[48] gemeinsam,mdb
[48] mdb,brandner
[48] brandner,neues
[48] neues,maske
[48] maske,gesicht
[48] gesicht,nußschnecke

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@gretathunberg
@pjcoogan
@866ourvote
@pflegedie
@adipatijulian22
@knsmoh
@sty__74
@preislerka
@who
@amref_worldwide

Top Mentioned in G1:
@gretathunberg
@akwala

Top Mentioned in G2:
@ginger_exchange
@kateathome
@gstirrupcomfort
@domainsmmbb
@whatist76918744
@pandaweargems
@flooringdirectx
@agingwisely
@boopstawista
@get_chango

Top Mentioned in G3:
@866ourvote
@sellsbryan
@lawyerscomm
@gretathunberg

Top Mentioned in G4:
@pjcoogan
@gretathunberg

Top Mentioned in G5:
@pflegedie
@sty__74
@hmitterwald
@darth_davester
@piratenddorf
@gretathunberg
@cbeator
@halbblutjurist

Top Mentioned in G6:
@amref_worldwide
@who
@daktari1
@gucci
@carpha1
@amrefssudan
@skeptikaa
@gretathunberg
@mitdeeplearning
@docassar

Top Mentioned in G7:
@adipatijulian22
@gretathunberg

Top Mentioned in G8:
@gretathunberg
@vanessa_vash
@kutubuddin215
@callumgrieve
@redmayne_robert
@tukwa2
@atamewani
@apogee711
@naomi_sts
@jatoiriaz12

Top Mentioned in G9:
@knsmoh
@imamshams
@kanostateng
@sahealth_kano
@govumarganduje
@dgawuna
@dr_tyw

Top Mentioned in G10:
@preislerka
@gruenlokal
@gretathunberg
@canadanurses
@sty__74
@pflegedie

Top Tweeters
Top Tweeters in Entire Graph:
@soldier_777
@missb62
@animalsholbox
@gocoo_59
@gocoo
@immoralreport
@sharneal
@independent
@cybersec_feeds
@teshawnedmonds

Top Tweeters in G1:
@missb62
@gocoo_59
@gocoo
@teshawnedmonds
@billm9
@sddphoto
@bliadhnaichean
@padakitty
@chilhon2016lap
@johnjoechad

Top Tweeters in G2:
@ladyboarder9669
@forzacorrado
@vinivinidogo
@catwalkdarling
@agent301x
@carol_hulme
@divasmind
@bluegigi
@supercujo
@europeanberlin

Top Tweeters in G3:
@cnbsnana
@kcolaizzo
@patrick_fenelon
@digyoursoul
@socratic1
@sandykalano
@asj519
@marti431uew
@damian_godden
@orchidlady303

Top Tweeters in G4:
@leocullen4
@adunlea
@lindawaters_t
@chezmik
@mariebrod
@luccketimandy
@williamhboney1
@donegalclaret
@ebhodge
@binbluesacked

Top Tweeters in G5:
@kulturbolschewi
@mtaege
@korallenherz
@michael_kunz
@aldavoodi
@eumelfink09
@motikat
@tomatinata
@creation_2011
@blog_reloaded

Top Tweeters in G6:
@tzdiscovery
@viralvideovlogs
@hazem__azim
@sfgate
@korieunfpa
@h_odiug
@larrykipz
@skeptikaa
@jasmine_oconner
@un

Top Tweeters in G7:
@apreiskagilang
@siriuslyelmo
@timmymalachi
@soopersunny
@mishabolot
@_dvsg
@soshiology
@dianonno
@dumbledokyungso
@deviisafitry

Top Tweeters in G8:
@sallymoen2
@giraldo35
@luluonti
@apogee711
@ourfuturebot
@redmayne_robert
@maddylina25
@krosenlund_com
@zachary03699160
@stephenleahy

Top Tweeters in G9:
@dawisu
@ebullient_____
@officialhudan
@surajbamalli
@garbadaru
@topsylafresh
@princeasadeeq2
@shamsunasir
@ahmad_gogel
@isahyunusa_

Top Tweeters in G10:
@btkrth
@franknied
@kachelmann
@alexabringmann
@catinchief
@niemieckapolity
@thesismum
@wulf_bloody
@che666th70
@annaesch1


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