#FlattenTheCurve, Twitter, 9/19/2021 9:51:56 AM, 262396


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#FlattenTheCurve_2021-09-19_01-28-33.xlsx
#FlattenTheCurve_2021-09-19_01-28-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 19, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/3CpTbOP
@albertoemachado
@hardmanpolitics
@traveleve2
@hfwodisha
@healthnagaland
@vodourocks
@lugverbotszone
@govirtuallegba
@amref_kenya
@m_ziesmann

Top hashtags:
#flattenthecurve
#covid19
#wearamask
#togetherwecan

Description:
Description
The graph represents a network of 1,030 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, 19 September 2021 at 08:29 UTC.

The requested start date was Sunday, 19 September 2021 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 12-day, 11-hour, 26-minute period from Sunday, 05 September 2021 at 00:43 UTC to Friday, 17 September 2021 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 : 1030
Unique Edges : 488
Edges With Duplicates : 2764
Total Edges : 3252
Number of Edge Types : 5
Retweet : 867
MentionsInRetweet : 956
Mentions : 567
Tweet : 769
Replies to : 93
Self-Loops : 818
Reciprocated Vertex Pair Ratio : 0.0149253731343284
Reciprocated Edge Ratio : 0.0294117647058824
Connected Components : 245
Single-Vertex Connected Components : 107
Maximum Vertices in a Connected Component : 439
Maximum Edges in a Connected Component : 1967
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.997028
Graph Density : 0.00089822336701671
Modularity : 0.305245
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,030 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, 19 September 2021 at 08:29 UTC.

The requested start date was Sunday, 19 September 2021 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 12-day, 11-hour, 26-minute period from Sunday, 05 September 2021 at 00:43 UTC to Friday, 17 September 2021 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:
[5] https://www.twitch.tv/nezuryu
[4] https://medicalxpress.com/news/2021-09-flattening-covid-weeks-tougher-lockdowns.html
[4] https://www.mercerbradley.com/testimonials/
[3] https://www.youtube.com/watch?v=xWq6lSBaPZ8&feature=youtu.be

[3] https://www.youtube.com/watch?v=2afFwotZv0Y&feature=youtu.be

[3] https://www.bbc.com/news/health-58565061
[2] https://www.pscp.tv/w/cbICwTF4a2pETFZEV0Jqem18MXluSk9wVkVYd1Z4Usah40umAM_EzGyl6CgzkokvbH64WiKvF1c1qwHX1uYR?t=4m44s
[2] https://covid.cdc.gov/covid-data-tracker/#trends_dailytrendscases
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261882
[2] https://www.hucu.ai/security-strategies-for-protecting-patient-data/

Top URLs in Tweet in G1:
[1] https://twitter.com/CelticNotorious/status/1435346113259876358

Top URLs in Tweet in G2:
[2] https://www.peter-writeforme.com/
[2] https://www.pscp.tv/w/cbICwTF4a2pETFZEV0Jqem18MXluSk9wVkVYd1Z4Usah40umAM_EzGyl6CgzkokvbH64WiKvF1c1qwHX1uYR?t=4m44s
[1] https://twitter.com/LegoSpaceBot/status/1434582502270767104
[1] https://twitter.com/drericlevi/status/1434625900390203392
[1] https://twitter.com/inquisitiveGyn/status/1434357514691170311
[1] https://twitter.com/MarcusWadsak/status/1434911431535833091
[1] https://twitter.com/cafreeland/status/1434644655073906688
[1] https://www.hon.org/opportunity/a0C5a00000iNtYzEAK
[1] https://twitter.com/merriman_md/status/1434930824109981699
[1] https://twitter.com/jordanschachtel/status/1434982291147792389

Top URLs in Tweet in G4:
[4] https://medicalxpress.com/news/2021-09-flattening-covid-weeks-tougher-lockdowns.html
[3] https://www.bbc.com/news/health-58565061
[2] https://www.abc.net.au/news/2021-09-15/covid-difficult-choice-between-trade-saving-lives-end-lockdown/100461128
[2] https://www.infectioncontroltoday.com/view/more-data-point-to-covid-19-mu-variant-s-antibody-resistance
[2] https://covid.cdc.gov/covid-data-tracker/#trends_dailytrendscases
[1] https://www.newsweek.com/mu-covid-variant-vaccine-resistant-most-prevelant-us-states-alaska-1626322
[1] https://twitter.com/WHOAFRO/status/1438067605152190471
[1] https://twitter.com/ReginaPosterBoy/status/1437243065702526980
[1] https://twitter.com/LHubich/status/1438376065181708289
[1] https://twitter.com/cnn/status/1437712502167674881

Top URLs in Tweet in G5:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261882
[1] https://twitter.com/NagalandNhm/status/1437958314143272960
[1] https://twitter.com/HealthNagaland/status/1435482601444110340
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261270

Top URLs in Tweet in G6:
[1] https://pure.au.dk/portal/files/181464339/The_unpleasant_truth_is_the_best_protection_against_coronavirus_Michael_Bang_Petersen.pdf

Top URLs in Tweet in G7:
[2] https://twitter.com/Thomas_Wilckens/status/1434806402049007620

Top URLs in Tweet in G8:
[1] https://newsroom.amref.org/news/2021/09/where-to-get-covid-19-vaccine-in-kenya/
[1] https://twitter.com/YEDNetworkKe/status/1438718571400605696
[1] https://who.maps.arcgis.com/apps/opsdashboard/index.html#/0c9b3a8b68d0437a8cf28581e9c063a9
[1] https://twitter.com/WHOAFRO/status/1438478290990342150

Top URLs in Tweet in G9:
[1] https://twitter.com/raw_em_md/status/1437339033894416393

Top Domains
Top Domains in Tweet in Entire Graph:
[72] twitter.com
[22] youtube.com
[20] coviz.org
[18] swarmapp.com
[9] scitechdaily.com
[5] wordpress.com
[5] twitch.tv
[4] medicalxpress.com
[4] mercerbradley.com
[3] nodexlgraphgallery.org

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

Top Domains in Tweet in G2:
[36] twitter.com
[18] swarmapp.com
[9] scitechdaily.com
[5] wordpress.com
[2] peter-writeforme.com
[2] pscp.tv
[2] facebook.com
[1] hon.org
[1] npr.org
[1] puretouchcleaningservices.com

Top Domains in Tweet in G4:
[9] twitter.com
[4] medicalxpress.com
[3] bbc.com
[2] net.au
[2] infectioncontroltoday.com
[2] cdc.gov
[1] newsweek.com
[1] cnbc.com

Top Domains in Tweet in G5:
[3] nodexlgraphgallery.org
[2] twitter.com

Top Domains in Tweet in G6:
[1] au.dk

Top Domains in Tweet in G7:
[2] twitter.com

Top Domains in Tweet in G8:
[2] twitter.com
[1] amref.org
[1] arcgis.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1507] flattenthecurve
[457] covid19
[292] wearamask
[229] togetherwecan
[174] washyourhands
[127] nagaland
[121] naledi
[116] vereeniging
[113] nagalandagainstcovid
[106] leralla



Top Hashtags in Tweet in G1:
[144] flattenthecurve
[1] covidzertifikat
[1] covid1984
[1] pandemieplan
[1] infektionsschutz

Top Hashtags in Tweet in G2:
[166] flattenthecurve
[42] covid19
[17] coronavirus
[15] staynotathome
[15] wirbleibennichtmehrzuhause
[14] covid_19
[12] stayathome
[12] physicaldistancing
[11] covid
[10] staysafe

Top Hashtags in Tweet in G3:
[107] flattenthecurve
[97] gehtimpfenaberdalli

Top Hashtags in Tweet in G4:
[211] flattenthecurve
[89] covid19
[40] stayhomestaysafe
[19] stopthespread
[18] togetherwecan
[17] nagalandagainstcovid
[15] stayhome
[14] nagaland
[12] maskup
[10] jobsearch

Top Hashtags in Tweet in G5:
[211] togetherwecan
[196] covid19
[173] flattenthecurve
[113] nagaland
[96] nagalandagainstcovid
[68] nagalandagainstcovid19
[2] protects
[2] saves
[2] largestvacciendrive
[2] wearamask

Top Hashtags in Tweet in G6:
[25] covid19
[1] flattenthecurve

Top Hashtags in Tweet in G7:
[24] flattenthecurve
[22] pandemicforever
[22] covid1984

Top Hashtags in Tweet in G8:
[19] covid19
[7] flattenthecurve
[6] washyourhands
[6] angamizacorona
[3] handwashing
[2] staysafe
[1] wearamask
[1] getvaccinated
[1] teamvaccines
[1] 19thingstoknow

Top Hashtags in Tweet in G9:
[1] flattenthecurve

Top Hashtags in Tweet in G10:
[2] flattenthecurve

Top Words
Top Words in Tweet in Entire Graph:
[1504] #flattenthecurve
[719] station
[457] #covid19
[390] train
[336] next
[335] stopping
[300] 2021
[292] september
[290] #wearamask
[263] covid

Top Words in Tweet in G1:
[144] die
[144] #flattenthecurve
[143] wochen
[143] kurve
[143] abzuflachen
[143] impfungen
[143] seine
[143] familie
[143] ernähren
[142] hardmanpolitics

Top Words in Tweet in G2:
[166] #flattenthecurve
[42] #covid19
[18] vir
[17] die
[17] #coronavirus
[15] covid
[15] #staynotathome
[15] #wirbleibennichtmehrzuhause
[14] help
[14] cases

Top Words in Tweet in G3:
[107] #flattenthecurve
[105] traveleve2
[98] alle
[97] #gehtimpfenaberdalli
[97] fleißig
[97] betten
[97] umverteilt
[97] covid
[97] icu
[97] pflichtigen

Top Words in Tweet in G4:
[209] #flattenthecurve
[89] #covid19
[68] vodourocks
[40] #stayhomestaysafe
[28] home
[26] people
[24] covid
[19] #stopthespread
[18] #togetherwecan
[17] status

Top Words in Tweet in G5:
[275] 2021
[269] september
[211] #togetherwecan
[196] #covid19
[180] healthnagaland
[173] #flattenthecurve
[163] status
[121] bulletin
[113] #nagaland
[109] mygovnagaland

Top Words in Tweet in G6:
[25] democratic
[25] governments
[25] mobilize
[25] publics
[25] defeat
[25] #covid19
[25] wrote
[25] article
[25] shaped
[25] danish

Top Words in Tweet in G7:
[24] #flattenthecurve
[22] wisst
[22] heiãÿt
[22] nichts
[22] anderes
[22] #pandemicforever
[22] #covid1984
[21] lugverbotszone
[2] hardmanpolitics
[2] wochen

Top Words in Tweet in G8:
[19] #covid19
[18] amref_kenya
[18] vaccinated
[18] moh_kenya
[14] safe
[10] continue
[10] staying
[10] whether
[10] ensure
[10] strictly

Top Words in Tweet in G9:
[17] covid
[17] related
[17] deaths
[16] warned
[16] before
[16] unfortunately
[16] anticipated
[16] along
[16] grahamwalker
[16] non

Top Words in Tweet in G10:
[2] #flattenthecurve
[2] kind
[2] zwei

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[334] next,stopping
[334] stopping,station
[329] station,next
[288] september,2021
[194] #wearamask,#flattenthecurve
[153] healthnagaland,#covid19
[151] wochen,die
[147] die,kurve
[147] kurve,abzuflachen
[147] abzuflachen,impfungen

Top Word Pairs in Tweet in G1:
[143] wochen,die
[143] die,kurve
[143] kurve,abzuflachen
[143] abzuflachen,impfungen
[143] impfungen,seine
[143] seine,familie
[143] familie,ernähren
[143] ernähren,#flattenthecurve
[142] hardmanpolitics,wochen
[142] #flattenthecurve,#covidzertifik

Top Word Pairs in Tweet in G2:
[18] #covid19,#flattenthecurve
[15] #flattenthecurve,#staynotathome
[15] #staynotathome,#wirbleibennichtmehrzuhause
[12] cases,declined
[12] declined,stay
[12] stay,aware
[12] aware,use
[12] use,caution
[12] caution,#covid19
[12] #flattenthecurve,#stayathome

Top Word Pairs in Tweet in G3:
[97] #flattenthecurve,#gehtimpfenaberdalli
[97] #gehtimpfenaberdalli,fleißig
[97] fleißig,betten
[97] betten,umverteilt
[97] umverteilt,alle
[97] alle,covid
[97] covid,icu
[97] icu,pflichtigen
[97] pflichtigen,patienten
[96] traveleve2,#flattenthecurve

Top Word Pairs in Tweet in G4:
[45] #covid19,#flattenthecurve
[27] vodourocks,#flattenthecurve
[23] #flattenthecurve,#stayhomestaysafe
[17] september,2021
[16] staying,home
[16] covid,19
[15] #togetherwecan,#flattenthecurve
[15] #nagalandagainstcovid,#togetherwecan
[14] bulletin,#nagaland
[14] #nagaland,status

Top Word Pairs in Tweet in G5:
[269] september,2021
[148] healthnagaland,#covid19
[113] bulletin,#nagaland
[106] fresh,positive
[100] #nagaland,status
[99] 2021,dimapur
[94] covid,19
[87] #flattenthecurve,#togetherwecan
[68] 19,bulletin
[68] #togetherwecan,#nagalandagainstcovid19

Top Word Pairs in Tweet in G6:
[25] democratic,governments
[25] governments,mobilize
[25] mobilize,publics
[25] publics,defeat
[25] defeat,#covid19
[25] #covid19,wrote
[25] wrote,article
[25] article,shaped
[25] shaped,danish
[24] m_b_petersen,democratic

Top Word Pairs in Tweet in G7:
[22] wisst,#flattenthecurve
[22] #flattenthecurve,heiãÿt
[22] heiãÿt,nichts
[22] nichts,anderes
[22] anderes,#pandemicforever
[22] #pandemicforever,#covid1984
[21] lugverbotszone,wisst
[2] hardmanpolitics,wochen
[2] wochen,die
[2] die,kurve

Top Word Pairs in Tweet in G8:
[10] continue,staying
[10] staying,safe
[10] safe,whether
[10] whether,vaccinated
[10] vaccinated,ensure
[10] ensure,strictly
[10] strictly,adhere
[10] adhere,moh_kenya
[10] moh_kenya,#covid19
[10] #covid19,preventive

Top Word Pairs in Tweet in G9:
[17] covid,related
[17] related,deaths
[16] warned,before
[16] before,unfortunately
[16] unfortunately,anticipated
[16] anticipated,along
[16] along,grahamwalker
[16] grahamwalker,non
[16] non,covid
[16] deaths,rise

Top Replied-To
Top Replied-To in Entire Graph:
@thorstenpolleit
@gop
@holgerhamburgo
@prinzessinrena
@konfuzius_plato
@dnl_jng
@mayorjenny
@awong37
@vancouversun
@bradwestpoco

Top Replied-To in G4:
@vancouversun
@cityadrian
@tarnjitkparmar
@steeletalk
@bradwestpoco
@moriartylab
@hendersonmusic
@businessricardo
@hinz_tamara
@anselmschultes

Top Replied-To in G5:
@potus

Top Replied-To in G10:
@taunrey
@jssi_l

Top Mentioned
Top Mentioned in Entire Graph:
@healthnagaland
@hardmanpolitics
@mygovnagaland
@traveleve2
@vodourocks
@dipr_nagaland
@airnews_kohima
@ddnewskohima
@pibkohima
@statedisaster

Top Mentioned in G1:
@hardmanpolitics

Top Mentioned in G2:
@charlesnovacc
@mosaitricks
@egmontinstitute
@dopauln
@iramey

Top Mentioned in G3:
@traveleve2

Top Mentioned in G4:
@vodourocks
@gp_commsafety
@govirtuallegba
@healthnagaland
@isolationbot
@saskboy
@dannypage
@mahealthforkids
@ganarlyscott
@patdubois

Top Mentioned in G5:
@healthnagaland
@mygovnagaland
@dipr_nagaland
@airnews_kohima
@ddnewskohima
@pibkohima
@statedisaster
@cmonagaland
@pangnyu
@mygovn

Top Mentioned in G6:
@m_b_petersen

Top Mentioned in G7:
@lugverbotszone
@hardmanpolitics

Top Mentioned in G8:
@amref_kenya
@moh_kenya
@amref_worldwide
@amrefmedical
@ifpma
@yednetworkke

Top Mentioned in G9:
@grahamwalker
@tnicholsmd

Top Mentioned in G10:
@faust_birgit
@derandyg
@frankfurtzack
@paulapasst
@jesseventura86
@cieseksandra
@ptinnemann
@kaischulze_
@humbughund
@hosenmaus1

Top Tweeters
Top Tweeters in Entire Graph:
@pparzival
@viralvideovlogs
@4tchat
@ipythonistabot
@coder_487
@frazzling
@jfsebastian146
@huffpost
@fabriciosx
@teakinrj

Top Tweeters in G1:
@therealjoe_1958
@frisch_fish
@m_aus_s
@connyro_bln
@markrudolph2701
@lauro_doc
@chvoyage
@hamburgerdeern4
@rapic2012
@alterdonauwels

Top Tweeters in G2:
@iramey
@lord_gow
@animalrescueus
@boyackey_badmen
@ellieaskswhy
@tutazca
@mancitymiss
@june1bb
@babyattachmode
@mrbr3c

Top Tweeters in G3:
@schoensteiner
@e2dot7182818284
@ma_am_42_21
@rr120_80
@lizzysnewsdude
@june26jasmine
@sevillanadirndl
@backtopaco
@ekliesspies
@katrinhilger

Top Tweeters in G4:
@viralvideovlogs
@frazzling
@notrealdemocrat
@vancouversun
@pmcall
@saskboy
@anneleonardpta
@sbsnews
@sqirlgirly
@currenttrends1

Top Tweeters in G5:
@airnewsalerts
@pib_india
@mib_india
@shachindrpandey
@sudarshantheva3
@futuremaha4
@albertoemachado
@who
@mohfw_india
@nagalandbot

Top Tweeters in G6:
@leel06lee
@197winstonsmith
@leipzigsyd
@markowenmartin
@siddharthgpf
@duanekloepplegk
@chai_cheeni
@covidupdate2020
@linamariarl
@annab69522008

Top Tweeters in G7:
@gaytip
@fluffylyah
@basicallyout
@milkrun
@pqgregor
@susannebaessler
@hagakure_san
@steppi55772807
@nico92833889
@martinw09273915

Top Tweeters in G8:
@enock_kiptanui
@larrykipz
@alex_omari1
@amref_worldwide
@moha_made_
@moh_kenya
@ifpma
@amref_kenya
@youthactke
@twaweza_ke

Top Tweeters in G9:
@sunnydays024
@segfaultvicta
@forensicmhsa
@tnicholsmd
@thesecretpresi1
@erin_vmd
@aj_f612
@sherid17536431
@itosettimd_mba
@epi_d_nique

Top Tweeters in G10:
@jesseventura86
@frankfurtzack
@faust_birgit
@paulapasst
@taunrey
@bmauschen
@hosenmaus1
@humbughund
@derandyg
@kaischulze_