#FlattenTheCurve, Twitter, 5/24/2020 9:06:35 PM, 228179


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#FlattenTheCurve_2020-05-24_00-53-19.xlsx
#FlattenTheCurve_2020-05-24_00-53-19.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 24, 2020
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3c0jYDC
@ar15m4mid
@shamikaravi
@angiem55972784
@gp_commsafety
@transport_gc
@lewisformn
@tinasmithmn
@nissendnumber2
@ladyredwave
@fordsouthafrica

Top hashtags:
#flattenthecurve
#covid19
#wereallinthistogether

Description:
Description
The graph represents a network of 5,082 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 Sunday, 24 May 2020 at 07:54 UTC.

The requested start date was Sunday, 24 May 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, 22-hour, 39-minute period from Wednesday, 20 May 2020 at 13:30 UTC to Friday, 22 May 2020 at 12:10 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 : 5082
Unique Edges : 2244
Edges With Duplicates : 7595
Total Edges : 9839
Number of Edge Types : 5
Retweet : 3353
MentionsInRetweet : 4002
Replies to : 148
Tweet : 1397
Mentions : 939
Self-Loops : 1442
Reciprocated Vertex Pair Ratio : 0.0115720524017467
Reciprocated Edge Ratio : 0.0228793438376862
Connected Components : 1203
Single-Vertex Connected Components : 551
Maximum Vertices in a Connected Component : 694
Maximum Edges in a Connected Component : 1437
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 2.455277
Graph Density : 0.000179423136607656
Modularity : 0.504171
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 5,082 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 Sunday, 24 May 2020 at 07:54 UTC.

The requested start date was Sunday, 24 May 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, 22-hour, 39-minute period from Wednesday, 20 May 2020 at 13:30 UTC to Friday, 22 May 2020 at 12:10 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:
[94] http://hotpagenews.com
[15] https://www.youtube.com/watch?v=WWjlRRHgjUw&feature=youtu.be

[14] https://www.youtube.com/watch?v=KXj5yx0aGas&feature=youtu.be

[10] https://www.facebook.com/news24channel/videos/183739729520614/
[8] https://www.spreaker.com/user/imark/is-the-illuminati-the-light_1
[6] https://ivytaroc.com/2020/05/09/living-leadership/
[5] https://c22.boards.net/
[5] https://flooringdirecttexas.com/at-flooring-direct-were-taking-the-coronavirus-covid-19-pandemic-seriously/
[4] https://www.delivermymeds.com/
[4] https://www.misa.org.za/why-join-misa/

Top URLs in Tweet in G2:
[5] https://flooringdirecttexas.com/at-flooring-direct-were-taking-the-coronavirus-covid-19-pandemic-seriously/
[3] https://twitter.com/davidmackau/status/1262879650352676864
[3] https://live.yworks.com/covidgraph/
[3] Set
[3] Gel
[3] in
[3] 1-Ounce
[3] (30ml)
[3] Flip-Top
[3] Portable

Top URLs in Tweet in G3:
[1] https://www.facebook.com/2136092099982650/posts/2585169385074917/
[1] https://twitter.com/ShamikaRavi/status/1263693758056599553
[1] https://twitter.com/ShamikaRavi/status/1263322699134316544

Top URLs in Tweet in G4:
[3] https://carpha.org/What-We-Do/Public-Health/Novel-Coronavirus
[1] https://www.canada.ca/en/public-health/services/diseases/flu-influenza/fluwatcher.html
[1] https://www.tc.gc.ca/eng/marinesafety/debs-obs-menu-1362.htm
[1] https://www.tc.gc.ca/en/initiatives/covid-19-measures-updates-guidance-tc/guidance-material-air-operators.html
[1] https://www.tc.gc.ca/en/initiatives/covid-19-measures-updates-guidance-tc.html
[1] https://www.canada.ca/en/public-health/services/diseases/2019-novel-coronavirus-infection/latest-travel-health-advice.html#ua
[1] https://twitter.com/VON_Canada/status/1263492292754714624
[1] https://www.canada.ca/en/canadian-heritage/campaigns/asian-heritage-month/poster.html
[1] https://www.canada.ca/en/health-canada/campaigns/healthy-home.html

Top URLs in Tweet in G6:
[1] http://www.Princeton.EDU/~dixitak/home/R0ForCovidRes.pdf

Top URLs in Tweet in G7:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=226959

Top URLs in Tweet in G8:
[1] https://www.dvidshub.net/news/370174/indiana-guard-team-provides-crucial-support-frontline-guardsmen
[1] https://www.defense.gov/Explore/Features/Story/Article/2190159/

Top URLs in Tweet in G10:
[1] https://www.ford.co.za/about-ford/newsroom/2020/ford-employees-join-in-solidarity-to-produce-covid-19/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3276] flattenthecurve
[1024] covid19
[627] wereallinthistogether
[450] socialdistancing
[424] coronavirus
[344] covid19india
[335] dailyupdate
[276] stayhome
[161] covid_19
[147] staysafe



Top Hashtags in Tweet in G1:
[626] flattenthecurve
[624] wereallinthistogether
[1] reopenma
[1] reopenmassachusetts
[1] nomasks
[1] getreal
[1] truthfreedomhealth
[1] realamericans

Top Hashtags in Tweet in G2:
[658] flattenthecurve
[186] covid19
[106] stayhome
[97] coronavirus
[80] socialdistancing
[63] staysafe
[48] covid_19
[39] stayathome
[28] quarantine
[25] stopthespread

Top Hashtags in Tweet in G3:
[329] dailyupdate
[329] covid19india
[52] flatteningthecurve
[33] flattenthecurve
[1] coronavirusupdates
[1] coronavirus
[1] coronaupdatesindia

Top Hashtags in Tweet in G4:
[141] covid19
[42] flattenthecurve
[39] dyk
[37] fluwatchers
[14] healthyhome
[8] asianheritagemonth
[4] physicaldistancing
[4] stayhome
[3] coronavirus
[3] stayhomestaysafe

Top Hashtags in Tweet in G5:
[95] flattenthecurve
[86] gautengcovid19
[28] covid_19
[10] gautengcares
[9] covid19insa
[8] staysafe
[7] covid19
[4] stayhome
[1] stayathome
[1] safelives

Top Hashtags in Tweet in G6:
[1] flattenthecurve

Top Hashtags in Tweet in G7:
[34] flattenthecurve
[31] necovid19
[13] stayhomeomaha
[2] wednesdaywisdom
[2] asthma
[2] southoprobs
[2] cleanair
[2] omaha
[1] mavspirit
[1] everyoneforomaha

Top Hashtags in Tweet in G8:
[55] covid19
[3] flattenthecurve

Top Hashtags in Tweet in G9:
[50] flattenthecurve
[1] reopenamerica
[1] wereallinthistogether

Top Hashtags in Tweet in G10:
[22] flattenthecurve
[19] stayhomesa
[8] staysafe
[8] didyouknow
[1] pps
[1] stayhome
[1] savesouthafrica
[1] covid19sa

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[626] #flattenthecurve
[624] went
[624] until
[624] find
[624] cure
[624] #wereallinthistogether
[624] snitch
[624] neighbors
[624] keeping
[623] ar15m4mid

Top Words in Tweet in G2:
[658] #flattenthecurve
[186] #covid19
[106] #stayhome
[97] #coronavirus
[80] #socialdistancing
[75] covid
[71] 19
[63] #staysafe
[55] more
[53] cases

Top Words in Tweet in G3:
[712] cases
[449] shamikaravi
[382] active
[332] doubling
[330] total
[329] #dailyupdate
[329] #covid19india
[294] growing
[272] continue
[272] rise

Top Words in Tweet in G4:
[141] #covid19
[106] transport_gc
[106] measures
[106] health
[98] flying
[98] within
[98] outside
[98] canada
[98] subjected
[98] such

Top Words in Tweet in G5:
[191] gp_commsafety
[98] vereeniging
[95] #flattenthecurve
[86] #gautengcovid19
[85] shop
[81] police
[79] arrested
[78] mec
[77] complying
[53] lockdown

Top Words in Tweet in G6:
[60] important
[60] work
[60] great
[60] avinash
[60] dixit
[60] estimates
[60] alarmingly
[60] high
[60] r_0
[60] covid

Top Words in Tweet in G7:
[43] healthdouglasco
[38] covid
[38] 19
[34] #flattenthecurve
[31] #necovid19
[30] omaha
[28] south
[26] clinic
[22] nedhhs
[21] omaha_scanner

Top Words in Tweet in G8:
[55] #covid19
[54] deptofdefense
[54] during
[50] fire
[50] emergency
[50] services
[49] holding
[49] front
[49] lines
[49] pandemic

Top Words in Tweet in G9:
[50] #flattenthecurve
[49] unemployment
[49] curve
[49] democrats
[49] tinasmithmn
[49] opposes
[49] efforts
[48] lewisformn
[48] #reo

Top Words in Tweet in G10:
[30] face
[29] shields
[28] fordsouthafrica
[28] 85
[28] employees
[28] silverton
[28] assembly
[28] plant
[28] supplier
[28] companies

Top Word Pairs
Top Word Pairs in Tweet in G2:
[624] covid,19
[624] #covid19,#flattenthecurve
[624] social,distancing
[624] #stayhome,#flattenthecurve
[624] #flattenthecurve,#stayhome
[624] #coronavirus,#covid19
[624] #flattenthecurve,#covid19
[624] #covid19,#coronavirus
[623] #staysafe,#flattenthecurve
[2] #stayhome,#staysafe

Top Word Pairs in Tweet in G3:
[64] active,cases
[35] #dailyupdate,#covid19india
[33] #covid19india,total
[25] shamikaravi,#dailyupdate
[23] cases,continue
[23] continue,rise
[23] rise,active
[19] cases,growing
[16] growing,doubling
[15] doubling,17

Top Word Pairs in Tweet in G4:
[382] flying,within
[329] within,outside
[329] outside,canada
[326] canada,subjected
[272] subjected,#covid19
[272] #covid19,measures
[272] measures,such
[272] such,health
[272] health,check
[272] check,before

Top Word Pairs in Tweet in G5:
[98] vereeniging,complying
[98] #gautengcovid19,#flattenthecurve
[98] shop,vereeniging
[98] police,arrested
[98] arrested,undocumented
[98] undocumented,foreign
[98] foreign,nationals
[98] nationals,operating
[98] operating,shop
[98] gp_commsafety,police

Top Word Pairs in Tweet in G6:
[77] important,work
[64] work,great
[55] great,avinash
[51] avinash,dixit
[51] dixit,estimates
[51] estimates,alarmingly
[51] alarmingly,high
[51] high,r_0
[51] r_0,covid
[50] covid,19

Top Word Pairs in Tweet in G7:
[60] covid,19
[60] south,omaha
[60] 19,test
[60] test,clinic
[60] #flattenthecurve,#necovid19
[60] drive,thru
[60] thru,covid
[60] #necovid19,#flattenthecurve
[60] clinic,south
[60] omaha,changing

Top Word Pairs in Tweet in G8:
[38] during,#covid19
[28] fire,emergency
[18] emergency,services
[18] services,holding
[16] holding,front
[15] front,lines
[15] lines,during
[12] #covid19,pandemic
[11] pandemic,52nd
[11] 52nd,civil

Top Word Pairs in Tweet in G9:
[54] #flattenthecurve,unemployment
[50] unemployment,curve
[50] curve,democrats
[49] democrats,tinasmithmn
[49] tinasmithmn,opposes
[49] opposes,efforts
[49] lewisformn,#flattenthecurve
[49] efforts,#reo

Top Word Pairs in Tweet in G10:
[49] face,shields
[49] 85,employees
[49] employees,silverton
[49] silverton,assembly
[49] assembly,plant
[49] plant,supplier
[48] supplier,companies
[48] companies,produced
[] produced,190
[] 190,000

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@ar15m4mid
@shamikaravi
@gp_commsafety
@transport_gc
@frankschilbach
@primerdesignltd
@deptofdefense
@tinasmithmn
@jhusystems
@lewisformn

Top Mentioned in G1:
@ar15m4mid
@kdemurchyan
@va_shiva

Top Mentioned in G2:
@flooringdirectx
@ginger_exchange
@westchesterhea2
@ladyboarder9669
@egmontinstitute
@capperstv
@di_daisyistand
@southampton_my
@easylivingfl
@gerritrentier

Top Mentioned in G3:
@shamikaravi
@jhusystems
@narendramodi
@pmoindia
@nitiaayog
@drharshvardhan
@muditkapoor

Top Mentioned in G4:
@transport_gc
@canborder
@cpho_canada
@govcanhealth
@cdnheritage
@filomenatassi
@youralberta
@cmoh_alberta
@fordnation
@carpha1

Top Mentioned in G5:
@gp_commsafety
@jacobmamabolosa
@faithmazibukosa
@citytshwane
@mbalihlophesa
@tasneemmotara
@mbalulafikile
@gautenghealth
@g
@city_ekurhuleni

Top Mentioned in G6:
@frankschilbach
@princetonecon

Top Mentioned in G7:
@healthdouglasco
@nedhhs
@omaha_scanner
@omahapolice
@dcema_nebraska
@unmc_drkhan
@omahafiredept
@oneworldchc
@latinocenter1
@unomaha

Top Mentioned in G8:
@deptofdefense
@inguardsman
@wvnationalguard

Top Mentioned in G9:
@tinasmithmn
@lewisformn
@ar15m4mid

Top Mentioned in G10:
@fordsouthafrica
@polokwanemuni
@pps_sa

Top Tweeters
Top Tweeters in Entire Graph:
@filafresh
@tmobilehelp
@hrblock_21
@innovativehindu
@insdatainter
@baarahk
@tacobell
@jver1
@abscbnnews
@patriotmarie

Top Tweeters in G1:
@jver1
@patriotmarie
@shoutgracegrace
@saveusrepublic2
@1catherinesiena
@inittowinit007
@karmasquirr3l
@vlovesanimals
@betramobet
@drsue19380

Top Tweeters in G2:
@ladyboarder9669
@painter87048
@tedgrunewald
@calgarytransit
@tinu
@dsquared75
@galattadotcom
@metroshadowone
@bettycjung
@sbarrbrisebois

Top Tweeters in G3:
@innovativehindu
@monty_chadha
@modifidbhaaarat
@sandi_childs
@neergopal
@sanjay99000
@jwomack
@ashokramsingh
@biswasranit
@oldwac1

Top Tweeters in G4:
@johangreg
@slimchick1900
@ksp_libs
@4everanimalz1
@jetcitystar
@raemadema
@ciocia
@gadflyquebec
@bagaluesunab
@luisevanegas

Top Tweeters in G5:
@thabiso_dlamini
@cci_network
@msthatom
@shakeswebster
@guguladim
@siphojanuary
@lavitosoul
@ttbogoshi
@baileydalecape
@so_sididi

Top Tweeters in G6:
@wilsonkm2
@michaelhoffman
@causalinf
@jf_selv
@acimarron
@joshgans
@bu1usf
@bdean_
@tejendrapsingh
@grg_motta

Top Tweeters in G7:
@jeremyhl
@keidihang
@chris_m_bach
@grannyomaha
@babakristian
@gloriap49210854
@omaha_scanner
@cualum81
@purplevikodin
@unomaha

Top Tweeters in G8:
@insdatainter
@k1a1zzz
@qbankendy
@ruisaldanha
@tres444
@dontrumpeone
@tribilintoby
@berard_mike
@anonssynonymous
@hcheryl

Top Tweeters in G9:
@ljsmccully
@notrump57
@doo2jen
@qynton
@minnesotaminers
@melishous
@gailwil87987475
@jsiskoff
@rgwiese
@wisdom_truth_

Top Tweeters in G10:
@brinomash
@thabilelr
@iamsamukelo
@mamoloko_m
@tgmlive
@smakey_
@lindz_111
@1st_vince
@nonki_m
@tsebishi_