#FlattenTheCurve, Twitter, 8/13/2020 2:27:33 PM, 232579


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#FlattenTheCurve_2020-08-13_02-52-10.xlsx
#FlattenTheCurve_2020-08-13_02-52-10.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 13, 2020
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3fNFaPm
@gretathunberg
@docassar
@who
@viralvideovlogs
@amref_worldwide
@covid19_alerts
@bbcstoryworks
@preislerka
@nygovcuomo
@truthsovertrump

Top hashtags:
#flattenthecurve
#climatestrikeonline
#covid19
#coronavirus

Description:
Description
The graph represents a network of 7,023 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, 13 August 2020 at 09:58 UTC.

The requested start date was Thursday, 13 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 10-day, 13-hour, 27-minute period from Sunday, 02 August 2020 at 10:15 UTC to Wednesday, 12 August 2020 at 23:42 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 : 7023
Unique Edges : 3316
Edges With Duplicates : 11723
Total Edges : 15039
Number of Edge Types : 5
Retweet : 4869
MentionsInRetweet : 5953
Mentions : 1835
Replies to : 419
Tweet : 1963
Self-Loops : 2041
Reciprocated Vertex Pair Ratio : 0.0112048894062864
Reciprocated Edge Ratio : 0.0221614620808749
Connected Components : 1357
Single-Vertex Connected Components : 674
Maximum Vertices in a Connected Component : 2976
Maximum Edges in a Connected Component : 7397
Maximum Geodesic Distance (Diameter) : 28
Average Geodesic Distance : 6.462348
Graph Density : 0.000140909027679854
Modularity : 0.480406
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 7,023 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, 13 August 2020 at 09:58 UTC.

The requested start date was Thursday, 13 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 10-day, 13-hour, 27-minute period from Sunday, 02 August 2020 at 10:15 UTC to Wednesday, 12 August 2020 at 23:42 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:
[182] https://berlincures.de/
[17] https://www.worldometers.info/coronavirus/country/us/
[16] https://www.trendysubs.com/
[13] https://www.twitch.tv/boehser__onkel
[13] https://linktr.ee/stay6ftapart
[9] https://www.qualtrics.com/here-to-help/
[9] https://governor.vic.gov.au/all-news/message-governor
[9] https://www.nationalobserver.com/2020/03/13/analysis/truth-about-coronavirus-scary-global-war-truth-even-scarier
[8] https://protectingimmigrantfamilies.org/take-action/
[8] https://www.rivcoph.org/coronavirus

Top URLs in Tweet in G1:
[1] https://twitter.com/GretaThunberg/status/1291767149913047040
[1] https://www.instagram.com/accounts/login/?next=/p/CDmMTQMDdIw/%3Figshid%3Ddd5i20t5ydh

Top URLs in Tweet in G2:
[7] https://590games.com/sm-FB
[5] https://www.zazzle.com/cute_pink_and_white_heart_share_love_not_virus_cloth_face_mask-256635547853245810
[4] https://www.gconvo.com/
[3] https://www.thepotshack.ca/
[3] https://www.zazzle.com/military_digital_camouflage_woodland_army_cloth_face_mask-256489489414345433
[3] https://twitter.com/drdavidsamadi/status/1292566091315793921
[3] https://www.allrecipes.com/recipe/240641/salt-dough/
[3] https://www.tasteofhome.com/recipes/no-bake-peanut-butter-treats/
[3] https://thetiptoefairy.com/easy-pudding-cup-finger-paints/
[3] https://www.crazyforcrust.com/the-best-pudding-cookies-recipe/

Top URLs in Tweet in G3:
[181] https://berlincures.de/
[1] https://twitter.com/Belex70/status/1291605521779306497
[1] https://twitter.com/docwho23/status/1292128693326946305
[1] https://twitter.com/olafgersemann/status/1293408952407883776
[1] https://twitter.com/preislerka/status/1289961117410713600
[1] https://twitter.com/olafgersemann/status/1291408493954641921
[1] https://www.welt.de/vermischtes/article206504969/Corona-Grafiken-1445-Corona-Neuinfektionen-in-Deutschland.html
[1] https://twitter.com/olafgersemann/status/1292337311607390208
[1] https://www.berliner-sonntagsblatt.de/Virologe-Streeck-gegen-Infektionszahlen-als-einzigen-Corona-Massstab-199867.html
[1] https://www.divi.de/register/tagesreport

Top URLs in Tweet in G4:
[16] https://www.trendysubs.com/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=231904
[2] https://www.bloombergquint.com/onweb/gargling-medicine-touted-in-osaka-as-way-to-control-coronavirus
[1] https://twitter.com/craigmedwards/status/1293655664162754565
[1] https://twitter.com/GovMurphy/status/1290049965901963264
[1] https://www.etsy.com/shop/COVID2020Art
[1] https://twitter.com/rahseanm/status/1293015810043150336
[1] https://www.standard.co.uk/news/world/coronavirus-cases-world-20-million-worldometer-a4521371.html?utm_medium=Social&utm_source=Twitter#Echobox=1597105192
[1] https://twitter.com/foogatwo/status/1292516946257338369
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=232012

Top URLs in Tweet in G5:
[2] https://www.cofundie.com/covid-19
[2] https://www.unodc.org/unodc/en/covid-19.html
[1] https://sneezeguardspro.com/
[1] https://www.cbsnews.com/news/us-coronavirus-cases-5-million-pandemic/?utm_source=facebook&utm_medium=news_tab&utm_content=curated#app
[1] https://www.unfpa.org/press/youth-leading-way-covid-19-solutions
[1] https://www.shorturl.at/bchsQ
[1] https://twitter.com/UNFPA/status/1291769405999808514

Top URLs in Tweet in G6:
[1] https://www.youtube.com/watch?v=njKP3FqW3Sk&list=PLtBw6njQRU-rwp5__7C0oIVt26ZgjG9NI


Top URLs in Tweet in G8:
[1] https://pmg.org.za/daily-schedules/

Top Domains
Top Domains in Tweet in Entire Graph:
[360] twitter.com
[182] berlincures.de
[87] instagram.com
[37] youtube.com
[25] google.com
[20] twitch.tv
[20] coviz.org
[18] worldometers.info
[16] trendysubs.com
[15] bit.ly

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

Top Domains in Tweet in G2:
[151] twitter.com
[63] instagram.com
[13] google.com
[10] youtube.com
[10] afternic.com
[8] zazzle.com
[7] 590games.com
[4] buff.ly
[4] tumblr.com
[4] ourworldindata.org

Top Domains in Tweet in G3:
[181] berlincures.de
[15] twitter.com
[1] welt.de
[1] berliner-sonntagsblatt.de
[1] divi.de
[1] handelsblatt.com
[1] faz.net

Top Domains in Tweet in G4:
[16] trendysubs.com
[6] twitter.com
[5] nodexlgraphgallery.org
[2] bloombergquint.com
[1] etsy.com
[1] co.uk
[1] usatoday.com
[1] nypost.com
[1] washingtonpost.com
[1] washtenaw.org

Top Domains in Tweet in G5:
[2] cofundie.com
[2] unodc.org
[1] sneezeguardspro.com
[1] cbsnews.com
[1] unfpa.org
[1] shorturl.at
[1] twitter.com

Top Domains in Tweet in G6:
[1] youtube.com

Top Domains in Tweet in G8:
[1] org.za

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4081] flattenthecurve
[1429] climatestrikeonline
[1395] covid19
[419] coronavirus
[331] socialdistancing
[328] wearamask
[297] covid_19
[240] staysafe
[210] covid
[205] stayhome



Top Hashtags in Tweet in G1:
[1395] climatestrikeonline
[67] fridaysforfuture
[64] stayathome
[59] flattenthecurve
[55] schoolstrike4climate
[8] facetheclimateemergency
[5] オンライン気候ストライキ
[5] 気候変動
[4] savecongorainforest
[4] fffportlandmetro

Top Hashtags in Tweet in G2:
[976] flattenthecurve
[321] covid19
[129] coronavirus
[93] wearamask
[92] socialdistancing
[85] staysafe
[61] covid_19
[59] stayhome
[39] covid
[36] pandemic

Top Hashtags in Tweet in G3:
[181] coronatagebuch
[181] postcovid19
[128] flattenthecurve
[31] socialdistancing
[14] maskeauf
[11] anstand
[7] stayhome
[7] staysafe
[7] staystrong
[7] blacklivesmatter

Top Hashtags in Tweet in G4:
[93] flattenthecurve
[27] covid19
[25] climatestrikeonline
[18] coronavirus
[18] doyourpart
[17] stayathome
[16] crona
[16] stayhome
[16] washyourhands
[16] stayhomestaysafe

Top Hashtags in Tweet in G5:
[178] flattenthecurve
[81] youth
[56] covid19
[22] stopthespread
[22] olderpersons
[18] viralkindness
[16] ad
[12] coronavirus
[12] youthagainstcovid19
[11] wearamask

Top Hashtags in Tweet in G6:
[131] covid19
[131] free
[131] neuralnets
[1] rnns
[1] cnns
[1] gans
[1] rl
[1] deeplearning
[1] workfromhome
[1] flattenthecurve

Top Hashtags in Tweet in G7:
[123] covid_19
[1] flattenthecurve

Top Hashtags in Tweet in G8:
[212] flattenthecurve
[104] pienaarspoort
[96] wearamask
[74] gautengcovid19
[39] ripandrewmlangeni
[37] womensmonth
[37] covid_19
[20] stayathome
[16] socialdistancing
[15] ripthokomsimang

Top Hashtags in Tweet in G9:
[87] socialdistancing
[2] stopthespread
[2] flattenthecurve
[1] inthistogetherohio
[1] murderhornets
[1] scareswitch

Top Hashtags in Tweet in G10:
[87] flattenthecurve
[86] covid19

Top Words
Top Words in Tweet in Entire Graph:
[4066] #flattenthecurve
[1675] keep
[1479] school
[1467] week
[1455] go
[1430] strike
[1394] #covid19
[1390] gretathunberg
[1388] crisis
[1383] summer

Top Words in Tweet in G1:
[1404] week
[1400] school
[1400] strike
[1368] gretathunberg
[1359] climate
[1359] crisis
[1353] go
[1349] summer
[1349] holiday
[1349] keep

Top Words in Tweet in G2:
[970] #flattenthecurve
[321] #covid19
[129] #coronavirus
[92] #wearamask
[91] #socialdistancing
[84] #staysafe
[84] covid
[83] 19
[78] mask
[73] cases

Top Words in Tweet in G3:
[186] preislerka
[181] aufgewühlt
[181] #coronatagebuch
[181] forschungslabor
[181] #postcovid19
[181] starkes
[180] muste
[128] #flattenthecurve
[62] die
[52] genau

Top Words in Tweet in G4:
[125] nygovcuomo
[113] truthsovertrump
[111] curve
[107] flatten
[106] coronavirus
[105] pandemic
[104] mobilized
[104] citizens
[104] americaâ
[104] ground

Top Words in Tweet in G5:
[178] #flattenthecurve
[99] part
[95] safe
[81] #youth
[81] playing
[79] keep
[76] world's
[76] billion
[76] communities
[76] join

Top Words in Tweet in G6:
[261] mitdeeplearning
[132] lectures
[131] staying
[131] home
[131] #covid19
[131] tune
[131] #free
[131] everyone
[131] #neuralnets
[130] #rn

Top Words in Tweet in G7:
[124] current
[123] œa
[123] picture
[123] thousand
[123] wordsâ
[123] images
[123] show
[123] timeline
[123] speed
[123] getting

Top Words in Tweet in G8:
[212] #flattenthecurve
[104] #pienaarspoort
[96] #wearamask
[93] station
[74] #gautengcovid19
[54] anc
[47] gp_commsafety
[45] pretoria
[44] myanc
[39] today

Top Words in Tweet in G9:
[87] govmikedewine
[87] cleveland
[87] indians
[87] fans
[87] pitchers
[87] zplesac
[87] mike_anthony13
[87] practicing
[87] #socialdistancing
[87] going

Top Words in Tweet in G10:
[87] #flattenthecurve
[86] recorded
[86] 1511
[86] #covid19
[86] cases
[86] delta
[86] state
[86] continue
[86] work
[86] adhering

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1430] school,strike
[1429] strike,week
[1376] gretathunberg,school
[1370] climate,crisis
[1363] go,summer
[1363] summer,holiday
[1363] holiday,keep
[1363] keep,protesting
[1292] crisis,doesn
[1292] doesn,go

Top Word Pairs in Tweet in G1:
[1400] school,strike
[1400] strike,week
[1362] gretathunberg,school
[1353] climate,crisis
[1349] go,summer
[1349] summer,holiday
[1349] holiday,keep
[1349] keep,protesting
[1282] crisis,doesn
[1282] doesn,go

Top Word Pairs in Tweet in G2:
[71] covid,19
[55] #covid19,#flattenthecurve
[46] social,distancing
[42] î,î
[39] #covid19,#coronavirus
[34] practicing,social
[30] kids,bored
[30] bored,practicing
[28] wear,mask
[27] #flattenthecurve,#covid19

Top Word Pairs in Tweet in G3:
[181] aufgewühlt,#coronatagebuch
[181] #coronatagebuch,forschungslabor
[181] forschungslabor,#postcovid19
[181] #postcovid19,starkes
[180] preislerka,aufgewühlt
[180] starkes,muste
[30] wisst,damals
[30] damals,coole
[30] coole,sachen
[30] sachen,#socialdistancing

Top Word Pairs in Tweet in G4:
[107] flatten,curve
[104] nygovcuomo,mobilized
[104] mobilized,citizens
[104] citizens,flatten
[104] curve,americaâ
[104] americaâ,ground
[104] ground,zero
[104] zero,coronavirus
[104] coronavirus,pandemic
[103] truthsovertrump,nygovcuomo

Top Word Pairs in Tweet in G5:
[99] part,#flattenthecurve
[81] playing,part
[79] #flattenthecurve,keep
[76] world's,billion
[76] billion,#youth
[76] #youth,playing
[75] keep,communities
[75] communities,safe
[71] safe,join
[29] stop,spread

Top Word Pairs in Tweet in G6:
[131] staying,home
[131] home,#covid19
[131] #covid19,tune
[131] tune,mitdeeplearning
[131] mitdeeplearning,#free
[131] #free,everyone
[131] everyone,lectures
[131] lectures,#neuralnets
[130] mitdeeplearning,staying
[130] #neuralnets,#rn

Top Word Pairs in Tweet in G7:
[123] œa,picture
[123] picture,thousand
[123] thousand,wordsâ
[123] wordsâ,images
[123] images,show
[123] show,timeline
[123] timeline,current
[123] current,speed
[123] speed,getting
[123] getting,œ1000â

Top Word Pairs in Tweet in G8:
[85] #wearamask,#flattenthecurve
[71] #gautengcovid19,#flattenthecurve
[58] station,#wearamask
[39] anc,today
[39] today,voice
[39] voice,african
[39] african,national
[39] national,congress
[39] august,2020
[37] #ripandrewmlangeni,#womensmonth

Top Word Pairs in Tweet in G9:
[87] cleveland,indians
[87] indians,fans
[87] fans,pitchers
[87] pitchers,zplesac
[87] zplesac,mike_anthony13
[87] mike_anthony13,practicing
[87] practicing,#socialdistancing
[87] #socialdistancing,going
[86] govmikedewine,cleveland

Top Word Pairs in Tweet in G10:
[86] recorded,1511
[86] 1511,#covid19
[86] #covid19,cases
[86] cases,delta
[86] delta,state
[86] state,continue
[86] continue,work
[86] work,#flattenthecurve
[86] #flattenthecurve,adhering
[83] iaokowa,recorded

Top Replied-To
Top Replied-To in Entire Graph:
@govmurphy
@skynews
@nygovcuomo
@realdonaldtrump
@gavinnewsom
@drzwelimkhize
@polenz_r
@cernovich
@judgeclayj
@usatoday

Top Replied-To in G1:
@gretathunberg

Top Replied-To in G2:

Top Replied-To in G3:
@augstein
@epsilon3141
@preislerka
@elvira_rosert
@stuffsalvor
@ascotblack
@puettmann_bonn
@alon_levy
@kirstenthommes
@welt

Top Replied-To in G4:
@govmurphy
@skynews
@realdonaldtrump
@nygovcuomo
@cernovich
@usatoday
@drdavidsamadi
@nytimes
@massgovernor
@whitehouse

Top Replied-To in G5:
@hotpinkchihuah1

Top Replied-To in G8:
@metrorailgp

Top Replied-To in G9:
@govmikedewine

Top Replied-To in G10:
@iaokowa

Top Mentioned
Top Mentioned in Entire Graph:
@gretathunberg
@preislerka
@knsmoh
@mitdeeplearning
@petra_khoury
@nygovcuomo
@truthsovertrump
@madikizelabongz
@indians
@zplesac

Top Mentioned in G1:
@gretathunberg
@connect4climate
@matske9
@patriciakombo
@naomi_sts
@abner4action
@atamewani
@pi_lizzie
@dermichel11

Top Mentioned in G2:
@ginger_exchange
@kathycordayusa
@nehaguptaphoto
@_wheresmymojo
@egmontinstitute
@flooringdirectx
@brothernum

Top Mentioned in G3:
@preislerka
@dorn_v
@miob1781
@motikat
@marcus05911286
@karl_lauterbach
@volker_beck
@stuffsalvor
@ascotblack
@elvira_rosert

Top Mentioned in G4:
@nygovcuomo
@truthsovertrump
@realdonaldtrump
@patriciakombo
@gretathunberg
@govmurphy
@rondesantisfl
@potus
@cdcgov
@docassar

Top Mentioned in G5:
@bbcstoryworks
@who
@unfpa
@atayeshe
@unfpaasia
@d
@unfpa_esaro
@treetophospital
@drtedros

Top Mentioned in G6:
@mitdeeplearning

Top Mentioned in G7:
@petra_khoury

Top Mentioned in G8:
@gp_commsafety
@myanc
@citytshwane
@metrorailgp
@pulemabe
@the_dsd
@15
@pmg_sa
@17
@metrorail

Top Mentioned in G9:
@indians
@zplesac
@mike_anthony13
@govmikedewine

Top Mentioned in G10:
@iaokowa
@sundayisima

Top Tweeters
Top Tweeters in Entire Graph:
@tmobilehelp
@jurylady5
@ejlazar
@lt38
@delta
@innovativehindu
@inabster
@gidi_traffic
@postnl
@nilimajumder

Top Tweeters in G1:
@lavandulall
@b1e56df9ce6549f
@altai_armande
@therezafontoura
@mwhalan
@fwwinterberg
@safiyahnoor1
@emperatriz1827
@kouzie01
@wdwdisneyland7

Top Tweeters in G2:
@schestowitz
@miss_placed_
@kellyrek
@ladyboarder9669
@catorano
@activistbowen2
@trumwill
@thaysvols
@sabotagebeats
@madlyodd

Top Tweeters in G3:
@andreasandy3131
@scheerenberger
@welt
@catherinemginn
@schoensteiner
@cptleto
@btkrth
@michael_kunz
@alexabringmann
@evilini1

Top Tweeters in G4:
@yarosisnancy
@reuters
@bbcnews
@skynews
@nytimes
@zafarwestern
@usatoday
@cnn
@cherkalleck
@ewestaway

Top Tweeters in G5:
@nilimajumder
@ivomarcelino
@ishagshafeeg
@18diannem
@andytoronto
@mathfreireb
@korieunfpa
@tata_tainment
@anaiduza
@dilnidhi

Top Tweeters in G6:
@itknowingness
@dirac7
@techtrendingnow
@peteskomoroch
@suhnyllakler
@counterattack9
@coder26237717
@sergiosv96
@rnella01
@mohdhusniahmad

Top Tweeters in G7:
@i3tox8rsobjiftw
@pierreabisaab
@hobeikawissam
@mireillesaliba5
@zspecial1
@fredbteich
@rabihzihri
@k31299
@zeinakhodraljaz
@eliebassil7

Top Tweeters in G8:
@africaupdates
@cityofjoburgza
@ramalokot
@ricky_de1
@citytshwane
@hyacinth_nhlums
@pyper_001
@thembarajuili
@asvaar17
@myanc

Top Tweeters in G9:
@37crookshankave
@kevin_timm
@pops3284
@tonymazur
@thejosephbarnes
@dfluckesfans
@hacreamolajuwon
@indians
@lanzofmasters
@anabilolic

Top Tweeters in G10:
@toluolisa
@chaibuz7
@kingehizojie
@jaustinuche
@pdp_2023
@laurentdarl
@auntyriri
@ainoorh
@nahzree
@akaebube


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