#FlattenTheCurve, Twitter, 4/17/2020 12:35:26 AM, 225128


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#FlattenTheCurve_2020-04-16_02-27-10.xlsx
#FlattenTheCurve_2020-04-16_02-27-10.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 17, 2020
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/2VOcbTJ
@faisalnasym
@aisthly
@who
@hpa_mv
@drmukeshh
@youtube
@mnadhym
@ianbremmer
@pakconsulateny
@mercedesamg

Top hashtags:
#flattenthecurve
#covid19
#stayhome
#coronavirus
#stayathome
#socialdistancing
#staysafe

Description:
Description
The graph represents a network of 6,175 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, 16 April 2020 at 09:29 UTC.

The requested start date was Thursday, 16 April 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 6-hour, 35-minute period from Tuesday, 14 April 2020 at 05:49 UTC to Wednesday, 15 April 2020 at 12:25 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 : 6175
Unique Edges : 3414
Edges With Duplicates : 7395
Total Edges : 10809
Number of Edge Types : 5
Retweet : 3171
MentionsInRetweet : 3971
Replies to : 262
Mentions : 1624
Tweet : 1781
Self-Loops : 1820
Reciprocated Vertex Pair Ratio : 0.0165210786175465
Reciprocated Edge Ratio : 0.0325051373061835
Connected Components : 1770
Single-Vertex Connected Components : 757
Maximum Vertices in a Connected Component : 283
Maximum Edges in a Connected Component : 708
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 3.27863
Graph Density : 0.000140408582943492
Modularity : 0.551465
NodeXL Version : 1.0.1.430
Data Import : The graph represents a network of 6,175 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, 16 April 2020 at 09:29 UTC.

The requested start date was Thursday, 16 April 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 6-hour, 35-minute period from Tuesday, 14 April 2020 at 05:49 UTC to Wednesday, 15 April 2020 at 12:25 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:
[59] https://www.mercedes-amg.com/de/footer/emissions-statement.html
[25] https://www.iol.co.za/news/south-africa/heroes-dont-wear-capes-they-wear-masks-46460760
[10] https://braincon.de/BCS
[8] https://twitter.com/covid_19rsa/status/1240924212220624896?s=21
[7] https://ca.thrive.health/covid19/en
[7] https://braincon.de/pandemie
[7] https://www.youtube.com/watch?v=XMJ0EmMfb3U&feature=youtu.be

[6] http://netsoltech.com/contact-us
[5] https://travel.gc.ca/assistance/emergency-info/roca-faq
[5] https://twitter.com/covid_19rsa/status/1240924212220624896

Top URLs in Tweet in G1:
[3] for
[2] https://www.forbes.com/sites/avivahwittenbergcox/2020/04/13/what-do-countries-with-the-best-coronavirus-reponses-have-in-common-women-leaders/
[2] https://twitter.com/mrdoob/status/1247258994067959809
[2] https://www.bosch-diy.com/gb/en/all-about-diy
[2] https://streamlabs.com/doggerry/p/home/
[2] https://www.youtube.com/watch?v=z7qxYp21j1c&feature=youtu.be

[2] soap
[2] https://twitter.com/gdinwiddie/status/1250130371242582016
[2] https://twitter.com/kkmputrajaya/status/1250357698593341440
[2] https://sacoronavirus.co.za/2020/04/14/this-is-an-important-week-flattenthecurve/

Top URLs in Tweet in G2:
[1] https://twitter.com/hidheaefram/status/1250296829779963905
[1] https://twitter.com/ugail/status/1250302349442052096
[1] https://twitter.com/hpa_mv/status/1250291208930201602

Top URLs in Tweet in G3:
[2] http://knowledge.uneca.org/covid19/
[2] https://www.bmw.com/en/bmw-models/techdata/i8-coupe-lci.html
[1] https://youtu.be/XpIVkY6XImY
[1] https://twitter.com/rtenews/status/1250188762249822208
[1] https://www.talenthouse.com/i/united-nations-global-call-out-to-creatives-help-stop-the-spread-of-covid-19
[1] https://dribbble.com/shots/11063253-Mind-the-gap-stop-the-spread
[1] https://twitter.com/fpjindia/status/1250349898815299584
[1] https://www.talenthouse.com/i/1839/submission/420230/6703af7b
[1] https://bit.ly/covid19UN
[1] https://twitter.com/mansuryavas06/status/1250152664681394181

Top URLs in Tweet in G5:
[1] https://twitter.com/NJGov/status/1248289900300034052
[1] http://bit.ly/34wch6e
[1] https://twitter.com/UFCW/status/1249845974928932867
[1] https://twitter.com/principalrjones/status/1249831339219542016

Top URLs in Tweet in G6:
[5] https://travel.gc.ca/assistance/emergency-info/roca-faq
[2] https://ca.thrive.health/covid19/en
[1] https://www.canada.ca/coronavirus
[1] https://www.canada.ca/en/public-health/services/publications/diseases-conditions/social-distancing.html
[1] http://ow.ly/7z1n50zaC8z
[1] https://twitter.com/CdnHeritage/status/1249706266576015365
[1] https://twitter.com/covid19hamont/status/1250293559665643523
[1] https://twitter.com/Reuters/status/1250004777511129089
[1] https://twitter.com/CBCCanada/status/1249977466355138560

Top URLs in Tweet in G7:
[57] https://www.mercedes-amg.com/de/footer/emissions-statement.html
[1] https://instagram.com/_barelyworking

Top URLs in Tweet in G8:
[2] https://sacoronavirus.co.za/
[1] https://www.huffpost.com/entry/navajo-nation-coronavirus-per-capita_n_5e94b532c5b6a50d4ae6d7e7
[1] https://sacoronavirus.co.za/information-about-the-virus-2/

Top URLs in Tweet in G9:
[3] https://www.youtube.com/watch?v=pVTtCCun1EA&feature=youtu.be

[2] https://www.youtube.com/watch?v=jrfRs0WeShU&feature=youtu.be

[1] https://www.youtube.com/watch?v=YQ27QbU06vA&feature=youtu.be

[1] https://www.vice.com/en_us/article/7kzya9/new-york-prisons-coronavirus-outbreak-cuomo-clemency
[1] https://twitter.com/drmukeshh/status/1248735656429277184
[1] https://twitter.com/cdphdirector/status/1250249781579927552
[1] https://www.youtube.com/watch?v=Rzu1AJRZJEI&feature=youtu.be

[1] https://www.cnn.com/2020/04/13/health/mobility-stay-at-home-cdc-report/index.html
[1] https://twitter.com/GovMurphy/status/1249765507131232257
[1] https://twitter.com/CNN/status/1249952036684169216

Top URLs in Tweet in G10:
[1] https://twitter.com/Kansai_AC/status/1248466936653996035

Top Domains
Top Domains in Tweet in Entire Graph:
[334] twitter.com
[80] instagram.com
[69] youtube.com
[59] mercedes-amg.com
[51] co.za
[31] cnn.com
[28] bit.ly
[17] braincon.de
[14] diesachsen.de
[12] facebook.com

Top Domains in Tweet in G1:
[101] twitter.com
[60] instagram.com
[24] youtube.com
[14] diesachsen.de
[10] co.za
[4] linkedin.com
[3] com.au
[3] vimeo.com
[3] facebook.com
[3] co.uk

Top Domains in Tweet in G2:
[3] twitter.com

Top Domains in Tweet in G3:
[6] talenthouse.com
[5] twitter.com
[2] bit.ly
[2] uneca.org
[2] bmw.com
[1] youtu.be
[1] dribbble.com

Top Domains in Tweet in G5:
[3] twitter.com
[1] bit.ly

Top Domains in Tweet in G6:
[5] gc.ca
[4] twitter.com
[2] canada.ca
[2] thrive.health
[1] ow.ly

Top Domains in Tweet in G7:
[57] mercedes-amg.com
[1] instagram.com

Top Domains in Tweet in G8:
[3] co.za
[1] huffpost.com

Top Domains in Tweet in G9:
[11] youtube.com
[5] twitter.com
[1] vice.com
[1] cnn.com
[1] co.za

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3575] flattenthecurve
[1097] covid19
[633] stayhome
[446] coronavirus
[289] stayathome
[270] socialdistancing
[252] staysafe
[160] stopthespread
[122] coronaviruspandemic
[116] stayhomesavelives



Top Hashtags in Tweet in G1:
[870] flattenthecurve
[186] stayhome
[174] covid19
[100] coronavirus
[95] stayathome
[82] socialdistancing
[74] staysafe
[30] stayhomesavelives
[30] corona
[29] stayhomestaysafe

Top Hashtags in Tweet in G2:
[46] stayhome
[45] staysafe
[43] follow
[42] washyourhands
[41] coronaviruschallenge
[38] stopthespread
[29] covid19
[25] flattenthecurve
[5] physicaldistancing
[5] pandemic

Top Hashtags in Tweet in G3:
[71] flattenthecurve
[47] covid19
[42] stopthespread
[39] coronavirus
[36] safehands
[36] alonetogether
[34] viralkindness
[30] covidopenbrief
[30] uncovid19brief
[9] unopenbrief

Top Hashtags in Tweet in G4:
[77] flattenthecurve
[2] uniteagainstcaronavirus
[2] covid19

Top Hashtags in Tweet in G5:
[25] covid19
[9] flattenthecurve
[1] shopsmart
[1] covid19aus
[1] stayhomesavelives
[1] scrapbuster

Top Hashtags in Tweet in G6:
[39] flattenthecurve
[33] covid19
[9] physicaldistancing
[6] stayhome
[5] stayhomesavelives
[5] togetherapart
[4] uganda
[4] puthandu
[3] savelives
[2] somalia

Top Hashtags in Tweet in G7:
[29] flattenthecurve
[23] stayhome
[5] stayhealthy
[4] staysafe
[2] mercfromhome
[2] lessdrivemorepark
[2] audiq3sportback
[2] audiabudhabi
[2] audialain
[2] comingsoon

Top Hashtags in Tweet in G8:
[25] flattenthecurve
[17] stayconnected
[6] togetheratadistance
[6] sabforsa
[1] covid19sa
[1] covid19
[1] stayathome

Top Hashtags in Tweet in G9:
[44] flattenthecurve
[19] stayhome
[14] covid19
[11] fightcorona
[11] staysafe
[11] ppic3
[11] safecity
[11] igppunjab
[11] ccpolahore
[11] lahorepoliceofficials

Top Hashtags in Tweet in G10:
[1] flattenthecurve

Top Words
Top Words in Tweet in Entire Graph:
[4159] Words in Sentiment List#1: Positive
[1972] Words in Sentiment List#2: Negative
[7] Words in Sentiment List#3: Angry/Violent
[126980] Non-categorized Words
[133112] Total Words
[3575] #flattenthecurve
[1098] #covid19
[708] stay
[656] home
[633] #stayhome

Top Words in Tweet in G1:
[870] #flattenthecurve
[186] #stayhome
[174] #covid19
[105] home
[99] #coronavirus
[95] #stayathome
[94] stay
[82] #socialdistancing
[74] #staysafe
[64] safe

Top Words in Tweet in G2:
[491] އ
[473] މ
[396] ވ
[394] ކ
[330] ރ
[321] ނ
[315] ދ
[252] ތ
[238] ހ
[234] ގ

Top Words in Tweet in G3:
[71] #flattenthecurve
[47] #covid19
[42] #stopthespread
[39] talenthouse
[39] #coronavirus
[36] #safehands
[36] #alonetogether
[34] #viralkindness
[30] #covidopenbrief
[30] #uncovid19brief

Top Words in Tweet in G4:
[77] #flattenthecurve
[76] sonnyangara
[75] media
[75] influencers
[75] pls
[75] tell
[75] people
[75] stay
[75] home
[75] save

Top Words in Tweet in G5:
[85] govmurphy
[75] doing
[45] keep
[38] re
[38] home
[37] wearing
[37] mask
[37] covering
[37] face
[37] practicing

Top Words in Tweet in G6:
[39] #flattenthecurve
[33] #covid19
[33] think
[33] symptoms
[33] covid
[33] 19
[33] watch
[33] video
[33] use
[33] self

Top Words in Tweet in G7:
[114] kombiniert
[114] km
[58] mercedesamg
[57] kraftstoffverbrauch
[57] 100
[57] co
[57] emissionen
[57] mercedes
[35] 227
[29] #flattenthecurve

Top Words in Tweet in G8:
[60] stay
[54] nation
[36] underreported
[36] navajo
[36] third
[36] highest
[36] rate
[36] infection
[36] compared
[36] states

Top Words in Tweet in G9:
[44] #flattenthecurve
[19] #stayhome
[14] #covid19
[11] youtube
[11] #fightcorona
[11] #staysafe
[11] #ppic3
[11] #safecity
[11] #igppunjab
[11] #ccpolahore

Top Words in Tweet in G10:
[59] 大阪の米国総領事館職員の在宅勤務の様子を楽しんで見ています
[59] 米国大使館でも
[59] 感染拡大を防ぐために全力を尽くしています
[59] wonderful
[59] see
[59] colleagues
[59] osaka
[59] teleworking
[58] usambjapan

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[300] stay,home
[255] covid,19
[198] #flattenthecurve,#covid19
[186] social,distancing
[177] #stayhome,#flattenthecurve
[162] help,#flattenthecurve
[160] އ,ވ
[154] އ,ދ
[153] ނ,މ
[152] ވ,ގ

Top Word Pairs in Tweet in G1:
[59] #stayhome,#flattenthecurve
[42] #flattenthecurve,#stayhome
[39] covid,19
[35] #stayathome,#flattenthecurve
[35] stay,home
[31] #flattenthecurve,#covid19
[31] stay,safe
[25] #stayhome,#staysafe
[25] #socialdistancing,#flattenthecurve
[24] #flattenthecurve,#stayathome

Top Word Pairs in Tweet in G2:
[160] އ,ވ
[154] އ,ދ
[153] ނ,މ
[152] ވ,ގ
[150] ނ,ވ
[150] ކ,މ
[127] trying,times
[127] times,calm
[127] calm,patient
[127] patient,adhere

Top Word Pairs in Tweet in G3:
[33] #safehands,#alonetogether
[33] #flattenthecurve,#safehands
[32] #alonetogether,#viralkindness
[30] #viralkindness,#stopthespread
[28] #stopthespread,#coronavirus
[27] #uncovid19brief,#flattenthecurve
[25] #covidopenbrief,#uncovid19brief
[25] #coronavirus,#covid19
[20] unitednations,talenthouse
[16] talenthouse,#covidopenbrief

Top Word Pairs in Tweet in G4:
[75] media,influencers
[75] influencers,pls
[75] pls,tell
[75] tell,people
[75] people,stay
[75] stay,home
[75] home,save
[75] save,lives
[75] lives,#flattenthecurve
[74] sonnyangara,media

Top Word Pairs in Tweet in G5:
[38] re,doing
[37] keep,doing
[37] doing,re
[37] doing,wearing
[37] wearing,mask
[37] mask,covering
[37] covering,face
[37] face,practicing
[37] practicing,social
[37] social,distancing

Top Word Pairs in Tweet in G6:
[33] think,symptoms
[33] symptoms,covid
[33] covid,19
[33] 19,watch
[33] watch,video
[33] video,use
[33] use,self
[33] self,assessment
[33] assessment,tool
[33] tool,see

Top Word Pairs in Tweet in G7:
[57] kraftstoffverbrauch,kombiniert
[57] 100,km
[57] km,co
[57] co,emissionen
[57] emissionen,kombiniert
[57] km,mercedes
[54] mercedesamg,kraftstoffverbrauch
[35] kombiniert,100
[35] kombiniert,227
[35] 227,km

Top Word Pairs in Tweet in G8:
[36] underreported,navajo
[36] navajo,nation
[36] nation,third
[36] third,highest
[36] highest,rate
[36] rate,infection
[36] infection,compared
[36] compared,states
[36] states,behind
[36] behind,york

Top Word Pairs in Tweet in G9:
[11] #fightcorona,#stayhome
[11] #stayhome,#staysafe
[11] #staysafe,#flattenthecurve
[11] #flattenthecurve,#ppic3
[11] #ppic3,#safecity
[11] #safecity,#igppunjab
[11] #igppunjab,#ccpolahore
[11] #ccpolahore,#lahorepoliceofficials
[7] ctplahore,#fightcorona
[7] #lahorepoliceofficials,#policeawam

Top Word Pairs in Tweet in G10:
[59] 大阪の米国総領事館職員の在宅勤務の様子を楽しんで見ています,米国大使館でも
[59] 米国大使館でも,感染拡大を防ぐために全力を尽くしています
[59] 感染拡大を防ぐために全力を尽くしています,wonderful
[59] wonderful,see
[59] see,colleagues
[59] colleagues,osaka
[59] osaka,teleworking
[58] usambjapan,大阪の米国総領事館職員の在宅勤務の様子を楽しんで見ています

Top Replied-To
Top Replied-To in Entire Graph:
@who
@news24
@lennycurry
@cellucity
@castlelagersa
@9newsmelb
@burki70
@drericding
@passdilineah69
@realdonaldtrump

Top Replied-To in G1:
@dsj_school

Top Replied-To in G2:
@shamrooh
@alishareef_blue
@hpa_mv

Top Replied-To in G3:
@who
@aaminasheikh
@narendramodi
@pmoindia

Top Replied-To in G4:
@sonnyangara

Top Replied-To in G5:
@drericding

Top Replied-To in G6:
@torontostar

Top Replied-To in G9:
@cdphdirector
@jessemckinley
@govsisolak
@gavinnewsom

Top Mentioned
Top Mentioned in Entire Graph:
@faisalnasym
@govmurphy
@sonnyangara
@aisthly
@mercedesamg
@hpa_mv
@usambjapan
@gauravcsawant
@who
@un

Top Mentioned in G1:
@headlinerhub
@staphtraining
@woolwichnews
@cocodebrux
@empirefiction
@afdverbot2020
@co_up
@kennebunkportme

Top Mentioned in G2:
@faisalnasym
@aisthly
@hpa_mv
@maldiveshpu
@moxamedalu
@a_nadraa
@leelamad
@waddeyali6
@jaleel_aa
@ugail

Top Mentioned in G3:
@who
@un
@talenthouse
@pagepakistan
@fajerrabia
@aaminasheikh
@alightpakistan
@nchd_media
@dimash_official

Top Mentioned in G4:
@sonnyangara
@sdg2030
@_priyankacraina
@imraina
@rbalsaud
@jemilahmahmood
@karlmehta
@melissafleming
@helenclarknz
@helgavanleur

Top Mentioned in G5:
@govmurphy
@drericding
@ufcw
@andreafeigl1
@alaska22redmond

Top Mentioned in G6:
@govcanhealth
@gac_corporate
@hqusafeafaf
@deptofdefense
@canadianforces
@canadainuganda
@cpho_canada
@fordnation
@citimmcanada
@samcraggscbc

Top Mentioned in G7:
@mercedesamg
@mercedesbenzind
@yomz
@moreirashots
@mercedesbenzusa
@opelde
@acura
@audiabudhabi
@mb_silverarrows

Top Mentioned in G8:
@demwrite
@sabreweries
@vodacomrugga

Top Mentioned in G9:
@youtube
@ctplahore
@gavinnewsom
@nygovcuomo
@maddow
@pakconsulateny
@foreignofficepk
@asadmk17
@pakpmo
@mophrd

Top Mentioned in G10:
@usambjapan

Top Tweeters
Top Tweeters in Entire Graph:
@kenyapower_care
@lindaleeking
@libertad717
@monicasloves
@vbinsan1
@chidambara09
@baarahk
@washumom
@5fec93919a544d3
@showkatana7

Top Tweeters in G1:
@nadiaalhrbi_
@bayernuhr
@anniesage
@greenurlifenow
@knell
@brytedude
@jelenamkandic
@qatarday
@foxyjackiebrown
@terrifraracci

Top Tweeters in G2:
@baarahk
@al_maldives
@nihad_m
@ahmedyaamyn
@ahmedmanik3
@nafee77
@moosaanvar
@axvastaine7
@shafiujameel
@ibujalyl

Top Tweeters in G3:
@mpakiiprince
@yasir___khan
@calamur
@ranchikuldeep
@hamxatweets
@un
@shant65
@hanif_dawar
@nirmalyadutta23
@who

Top Tweeters in G4:
@len_cadbury2000
@kapuso_777
@makilingmiracle
@_1987isondianne
@_lovelydiane
@bonbee_lei
@sdg2030
@teeficaranza
@kiara5452
@helenclarknz

Top Tweeters in G5:
@carlyinnj
@ericsteelelive
@themominatrixx
@cocobluesky
@ms73
@jgwilliams4
@mini_you
@mgcjusa
@iangertler
@doggiedog

Top Tweeters in G6:
@libertad717
@torontostar
@globalnews
@ctvnews
@thespec
@citynews
@cp24
@saucedbysally
@mwakz
@ctvtoronto

Top Tweeters in G7:
@kcome
@torrista4life9
@mahmad4457
@bigguwoprman
@mehmeto33440789
@johnnyezz
@conqueror2246
@sleeh7
@temarahtayla
@yomz

Top Tweeters in G8:
@amadii
@jrweaver55
@janesepmeier
@cindyceemerson
@stablegeniusinc
@taninthesummer
@csysel
@real_housaholic
@frankdpi
@carolmartinovi1

Top Tweeters in G9:
@mercnews
@bbcworld
@murielcooperi
@real_janmramzan
@salpatel786
@koelnnews
@nysut
@geajochi
@asadbut52633831
@municipalnl

Top Tweeters in G10:
@k1a1zzz
@onpunokizahashi
@chocoemon8
@okaheren
@nobo1969
@0dy3253j1b22201
@arukimak
@b503yukikaze
@tsuna500
@gsgsgesso06


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