#FlattenTheCurve, Twitter, 8/29/2020 10:25:58 AM, 233815


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#FlattenTheCurve_2020-08-29_02-47-21.xlsx
#FlattenTheCurve_2020-08-29_02-47-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 29, 2020
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3b5GxYO
@gretathunberg
@docassar
@pjcoogan
@866ourvote
@corbetteva
@coyotegulch
@pflegedie
@realdonaldtrump
@adipatijulian22
@dumbledokyungso

Top hashtags:
#flattenthecurve
#schoolstrike4climate
#fridaysforfuture

Description:
Description
The graph represents a network of 5,914 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 Saturday, 29 August 2020 at 09:51 UTC.

The requested start date was Saturday, 29 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 7-day, 7-hour, 5-minute period from Saturday, 15 August 2020 at 00:01 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 : 5914
Unique Edges : 1717
Edges With Duplicates : 10058
Total Edges : 11775
Number of Edge Types : 5
Retweet : 4544
MentionsInRetweet : 4910
Tweet : 1162
Mentions : 911
Replies to : 248
Self-Loops : 1211
Reciprocated Vertex Pair Ratio : 0.00577513084280816
Reciprocated Edge Ratio : 0.011483940427059
Connected Components : 823
Single-Vertex Connected Components : 364
Maximum Vertices in a Connected Component : 3582
Maximum Edges in a Connected Component : 7517
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.492217
Graph Density : 0.000159367530808721
Modularity : 0.448954
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 5,914 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 Saturday, 29 August 2020 at 09:51 UTC.

The requested start date was Saturday, 29 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 7-day, 7-hour, 5-minute period from Saturday, 15 August 2020 at 00:01 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:
[28] https://www.trendysubs.com/
[18] 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
[7] 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://protectingimmigrantfamilies.org/take-action/
[6] https://dhinsights.org/insight/flattening-the-curve/

Top URLs in Tweet in G1:
[1] https://twitter.com/GretaThunberg/status/1296748619522093056
[1] https://tweetedtimes.com/v/1741?s=tnp
[1] https://tweetedtimes.com/v/1359?s=tnp

Top URLs in Tweet in G2:
[18] https://linktr.ee/stay6ftapart
[6] https://www.worldometers.info/coronavirus/country/us/
[5] https://590games.com/sm-FB
[4] https://www.indiegogo.com/at/nxhale/x
[3] https://twitter.com/GretaThunberg/status/1296748619522093056
[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/rponline/status/1295722039534399493

Top URLs in Tweet in G8:
[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 URLs in Tweet in G9:
[28] https://www.trendysubs.com/
[6] https://protectingimmigrantfamilies.org/take-action/
[1] https://twitter.com/govmurphy/status/1296861217361932295
[1] https://www.statnews.com/2020/08/21/the-trump-administrations-public-charge-rule-and-covid-19-bad-policy-at-the-worst-time/
[1] https://www.cnn.com/2020/08/20/us/systemic-racism-coronavirus-pandemic-trnd/index.html
[1] https://www.sunjournal.com/2020/08/16/tony-payne-maines-economic-health-depends-on-greater-diversity/
[1] https://www.tampabay.com/opinion/2020/08/18/floridas-immigrants-need-access-to-coronavirus-care-column/
[1] https://www.sfchronicle.com/opinion/openforum/article/Testing-treatment-and-economic-relief-from-the-15493986.php
[1] https://www.scientificamerican.com/article/why-some-people-get-terribly-sick-from-covid-19/
[1] https://www.facebook.com/Phoenixrisingz

Top URLs in Tweet in G10:
[1] https://twitter.com/dawisu/status/1294751053569765377

Top Domains
Top Domains in Tweet in Entire Graph:
[208] twitter.com
[54] instagram.com
[28] trendysubs.com
[20] youtube.com
[18] linktr.ee
[16] sedo.com
[16] mdr.de
[13] carpha.org
[12] coviz.org
[9] facebook.com

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

Top Domains in Tweet in G2:
[81] twitter.com
[33] instagram.com
[18] linktr.ee
[16] sedo.com
[7] youtube.com
[7] worldometers.info
[6] blogspot.com
[6] swarmapp.com
[5] facebook.com
[5] 590games.com

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

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

Top Domains in Tweet in G8:
[16] mdr.de
[1] facebook.com
[1] cna-aiic.ca

Top Domains in Tweet in G9:
[28] trendysubs.com
[6] protectingimmigrantfamilies.org
[2] instagram.com
[1] twitter.com
[1] statnews.com
[1] cnn.com
[1] sunjournal.com
[1] tampabay.com
[1] sfchronicle.com
[1] scientificamerican.com

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2515] flattenthecurve
[2399] schoolstrike4climate
[2398] fridaysforfuture
[2378] climatestrike
[636] covid19
[300] coronavirus
[223] wearamask
[207] election2020
[201] climatestrikeonline
[189] stayhome



Top Hashtags in Tweet in G1:
[2318] fridaysforfuture
[2317] schoolstrike4climate
[2315] climatestrike
[155] climatestrikeonline
[14] flattenthecurve
[10] facetheclimateemergency
[10] stayathome
[3] ecology
[2] rt
[1] actonscience

Top Hashtags in Tweet in G2:
[536] flattenthecurve
[174] covid19
[88] coronavirus
[59] socialdistancing
[56] staysafe
[42] covid
[41] stayhome
[36] washyourhands
[32] wearamask
[28] pandemic

Top Hashtags in Tweet in G3:
[1] flattenthecurve
[1] washyourhands
[1] keepyourdistance
[1] golfgate
[1] climatestrike
[1] fridaysforfuture
[1] schoolstrike4climate

Top Hashtags in Tweet in G4:
[203] election2020
[203] flattenthecurve
[7] covid19
[1] climatestrike
[1] fridaysforfuture
[1] schoolstrike4climate

Top Hashtags in Tweet in G5:
[145] flattenthecurve
[8] stayathome
[8] socialdistance
[8] klopapier
[5] climatestrike
[5] fridaysforfuture
[5] schoolstrike4climate
[2] covid19

Top Hashtags in Tweet in G6:
[100] covid19
[79] flattenthecurve
[40] coronavirus
[19] staysafe
[15] covid19africa
[13] stayhome
[13] stayhomestaysafe
[13] healthycaribbean
[12] gucci
[9] guccicommunity

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

Top Hashtags in Tweet in G8:
[49] coronatagebuch
[19] flattenthecurve
[6] nurses
[3] climatestrike
[3] fridaysforfuture
[3] schoolstrike4climate
[1] thankyounurses
[1] covid19
[1] fightcovid19

Top Hashtags in Tweet in G9:
[51] flattenthecurve
[37] covid19
[30] stayhome
[28] crona
[28] washyourhands
[28] stayhomestaysafe
[28] covid
[28] doyourpart
[27] coronavirus
[10] mondayvibes

Top Hashtags in Tweet in G10:
[59] covid19kn
[16] flattenthecurve
[12] staysafe
[9] takeresponsibility
[8] covid19kano
[6] maskup
[5] maskupkano

Top Words
Top Words in Tweet in Entire Graph:
[2570] week
[2549] school
[2547] strike
[2535] gretathunberg
[2510] #flattenthecurve
[2445] social
[2413] back
[2399] #schoolstrike4climate
[2398] #fridaysforfuture
[2394] re

Top Words in Tweet in G1:
[2470] strike
[2470] week
[2466] school
[2461] gretathunberg
[2318] #fridaysforfuture
[2317] #schoolstrike4climate
[2315] 105
[2315] berlin
[2315] #climatestrike
[2311] re

Top Words in Tweet in G2:
[536] #flattenthecurve
[174] #covid19
[88] #coronavirus
[59] #socialdistancing
[56] #staysafe
[46] cases
[44] covid
[43] wear
[42] #covid
[42] 19

Top Words in Tweet in G3:
[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 G4:
[203] request
[203] absentee
[203] ballot
[203] today
[203] #election2020
[203] #flattenthecurve
[195] 866ourvote
[7] #covid19
[6] lawyerscomm

Top Words in Tweet in G5:
[145] #flattenthecurve
[123] die
[121] mehr
[101] heute
[101] 1707
[101] neuinfektionen
[101] geworden
[101] erinnert
[101] keiner
[101] dran

Top Words in Tweet in G6:
[100] #covid19
[79] #flattenthecurve
[47] amref_worldwide
[40] #coronavirus
[26] health
[19] spread
[19] cases
[19] #staysafe
[17] gucci
[16] 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:
[83] die
[50] heute
[49] liebes
[49] #coronatagebuch
[49] lernen
[49] gemeinsam
[49] mdb
[49] brandner
[49] neues
[49] maske

Top Words in Tweet in G9:
[56] stay
[51] #flattenthecurve
[37] #covid19
[30] #stayhome
[28] trendy
[28] updated
[28] #crona
[28] #washyourhands
[28] #stayhomestaysafe
[28] #covid

Top Words in Tweet in G10:
[89] update
[88] today
[71] case
[60] samples
[60] tested
[60] total
[60] august
[60] 2020
[59] #covid19kn
[59] recorded

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2546] strike,week
[2534] school,strike
[2513] gretathunberg,school
[2380] #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:
[2470] strike,week
[2466] school,strike
[2455] gretathunberg,school
[2316] #fridaysforfuture,#schoolstrike4climate
[2315] week,105
[2311] 105,re
[2311] re,back
[2311] back,social
[2311] social,distant
[2311] distant,berlin

Top Word Pairs in Tweet in G2:
[39] #covid19,#coronavirus
[36] covid,19
[32] social,distancing
[25] #covid19,#flattenthecurve
[24] #flattenthecurve,#socialdistancing
[22] kids,bored
[22] bored,practicing
[22] practicing,social
[20] flatten,curve
[20] stop,spread

Top Word Pairs in Tweet in G3:
[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 G4:
[203] request,absentee
[203] absentee,ballot
[203] ballot,today
[203] today,#election2020
[203] #election2020,#flattenthecurve
[195] 866ourvote,request
[7] #flattenthecurve,#covid19
[6] lawyerscomm,request

Top Word Pairs in Tweet in G5:
[101] heute,1707
[101] 1707,neuinfektionen
[101] neuinfektionen,#flattenthecurve
[101] #flattenthecurve,geworden
[101] geworden,erinnert
[101] erinnert,keiner
[101] keiner,mehr
[101] mehr,dran
[101] dran,die
[101] die,kliniken

Top Word Pairs in Tweet in G6:
[18] #staysafe,#flattenthecurve
[17] #covid19,#coronavirus
[15] 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:
[49] liebes,#coronatagebuch
[49] #coronatagebuch,heute
[49] heute,lernen
[49] lernen,gemeinsam
[49] gemeinsam,mdb
[49] mdb,brandner
[49] brandner,neues
[49] neues,maske
[49] maske,gesicht
[49] gesicht,nußschnecke

Top Word Pairs in Tweet in G9:
[28] stay,trendy
[28] trendy,stay
[28] stay,updated
[28] #crona,#stayhome
[28] #stayhome,#washyourhands
[28] #washyourhands,#stayhomestaysafe
[28] #stayhomestaysafe,#covid19
[28] #covid19,#covid
[28] #covid,#flattenthecurve
[28] #flattenthecurve,#doyourpart

Top Word Pairs in Tweet in G10:
[60] samples,tested
[60] august,2020
[59] #covid19kn,update
[59] results,received
[59] received,today
[56] knsmoh,#covid19kn
[51] 2020,case
[51] case,recorded
[49] today,laborator
[39] update,10

Top Replied-To
Top Replied-To in Entire Graph:
@nytimes
@nygovcuomo
@realdonaldtrump
@abc
@skynews
@gretathunberg
@profkarolsikora
@jennymikakos
@9newsaus
@ascotblack

Top Replied-To in G1:
@gretathunberg

Top Replied-To in G6:
@amrefssudan
@karl_lauterbach
@mvankerkhove

Top Replied-To in G9:
@nytimes
@skynews
@abc
@serendipitydizl
@cnn
@nytopinion
@cnnbrk
@usatoday
@carlzimmer
@rickgladstone

Top Mentioned
Top Mentioned in Entire Graph:
@gretathunberg
@pjcoogan
@866ourvote
@pflegedie
@adipatijulian22
@knsmoh
@preislerka
@amref_worldwide
@metrorailgp
@who

Top Mentioned in G1:
@gretathunberg
@redmayne_robert
@akwala
@travis4climate
@kutubuddin215

Top Mentioned in G2:
@ginger_exchange
@stay6ftapart1
@kateathome
@gstirrupcomfort
@domainsmmbb
@whatist76918744
@pandaweargems
@flooringdirectx
@agingwisely
@get_chango

Top Mentioned in G3:
@pjcoogan
@gretathunberg

Top Mentioned in G4:
@866ourvote
@lawyerscomm
@gretathunberg

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

Top Mentioned in G6:
@amref_worldwide
@who
@daktari1
@gucci
@carpha1
@amrefssudan
@mitdeeplearning
@sty__74
@gretathunberg
@covid19mapping1

Top Mentioned in G7:
@adipatijulian22
@gretathunberg

Top Mentioned in G8:
@preislerka
@gruenlokal
@canadanurses
@gretathunberg
@pflegedie

Top Mentioned in G9:
@govmurphy
@tuckercarlson
@patriot_garden
@cnn
@joebiden
@kamalaharris
@weareunidosus
@nytimes
@grazie95486257
@njdeptofhealth

Top Mentioned in G10:
@knsmoh
@imamshams
@kanostateng
@govumarganduje
@dgawuna
@dr_tyw

Top Tweeters
Top Tweeters in Entire Graph:
@soldier_777
@animalsholbox
@gocoo
@immoralreport
@sharneal
@independent
@cybersec_feeds
@teshawnedmonds
@billm9
@jjauthor

Top Tweeters in G1:
@gocoo
@teshawnedmonds
@billm9
@sddphoto
@bliadhnaichean
@johnjoechad
@politicalbee
@gracemurphy2
@sandradunn1955
@altai_armande

Top Tweeters in G2:
@ladyboarder9669
@forzacorrado
@vinivinidogo
@catwalkdarling
@agent301x
@carol_hulme
@divasmind
@supercujo
@europeanberlin
@24inmymind

Top Tweeters in G3:
@leocullen4
@adunlea
@lindawaters_t
@chezmik
@mariebrod
@luccketimandy
@williamhboney1
@donegalclaret
@ebhodge
@binbluesacked

Top Tweeters in G4:
@kcolaizzo
@patrick_fenelon
@digyoursoul
@socratic1
@sandykalano
@asj519
@marti431uew
@orchidlady303
@sistercrow
@bostonjerry

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

Top Tweeters in G6:
@tzdiscovery
@viralvideovlogs
@sfgate
@korieunfpa
@h_odiug
@jasmine_oconner
@un
@who
@koelnnews
@sty__74

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

Top Tweeters in G8:
@btkrth
@franknied
@kachelmann
@alexabringmann
@catinchief
@niemieckapolity
@thesismum
@wulf_bloody
@che666th70
@annaesch1

Top Tweeters in G9:
@skynews
@nytimes
@usatoday
@cnn
@abc
@msnbc
@nytopinion
@serendipitydizl
@sfchronicle
@sunjournal

Top Tweeters in G10:
@dawisu
@ebullient_____
@officialhudan
@surajbamalli
@garbadaru
@topsylafresh
@princeasadeeq2
@shamsunasir
@ahmad_gogel
@isahyunusa_


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