#FlattenTheCurve, Twitter, 1/8/2021 11:06:32 AM, 245190


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#FlattenTheCurve_2021-01-08_01-37-16.xlsx
#FlattenTheCurve_2021-01-08_01-37-16.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 08, 2021
Short Description:
#FlattenTheCurve via NodeXL https://bit.ly/38qg4p7
@gretathunberg
@docschmadia
@robert_kiesel
@derdude72
@energisch_
@saltytrees
@bridgetgoulding
@idahocafe
@theskibeagle
@allan_crawshaw

Top hashtags:
#flattenthecurve
#climatestrikeonline
#covid19
#wearamask

Description:
Description
The graph represents a network of 5,289 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 Friday, 08 January 2021 at 09:42 UTC.

The requested start date was Friday, 08 January 2021 at 01:01 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 13-day, 12-hour, 39-minute period from Friday, 25 December 2020 at 01:05 UTC to Thursday, 07 January 2021 at 13:45 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 : 5289
Unique Edges : 1823
Edges With Duplicates : 8813
Total Edges : 10636
Number of Edge Types : 5
Retweet : 3803
MentionsInRetweet : 4119
Tweet : 1524
Replies to : 293
Mentions : 897
Self-Loops : 1578
Reciprocated Vertex Pair Ratio : 0.00661977658254034
Reciprocated Edge Ratio : 0.0131524866420058
Connected Components : 878
Single-Vertex Connected Components : 451
Maximum Vertices in a Connected Component : 2764
Maximum Edges in a Connected Component : 5962
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.201495
Graph Density : 0.000173983110552001
Modularity : 0.459894
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 5,289 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 Friday, 08 January 2021 at 09:42 UTC.

The requested start date was Friday, 08 January 2021 at 01:01 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 13-day, 12-hour, 39-minute period from Friday, 25 December 2020 at 01:05 UTC to Thursday, 07 January 2021 at 13:45 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:
[25] https://www.instagram.com/accounts/login/
[23] https://dt51.net/c/?si=15259&li=1662683&wi=204627&ws=
[20] https://www.carpha.org/Portals/0/Images/COVID-19%20Infographics/Public%20Transportation/PublicTransportation-COVID19-CARPHA.pdf
[9] https://ocs.sesb.com.my/
[8] https://experience.arcgis.com/experience/478220a4c454480e823b17327b2bf1d4/page/page_1/
[8] https://www.twitch.tv/nezuryu
[8] https://www.amazon.com/dp/B08S4ZJKPB/ref=cm_sw_r_cp_awdb_imm_t1_Brj9Fb8D07KK6
[6] https://twitter.com/AlexWhite1812/status/1345861724843474945
[6] https://twitter.com/georgeeaton/status/1345839036393521154
[6] https://afluencer.com/

Top URLs in Tweet in G2:
[1] https://twitter.com/zchagla/status/1342944775570415617
[1] https://twitter.com/deonandan/status/1343705711428120579

Top URLs in Tweet in G3:
[23] https://dt51.net/c/?si=15259&li=1662683&wi=204627&ws=
[15] https://www.instagram.com/accounts/login/
[6] https://experience.arcgis.com/experience/478220a4c454480e823b17327b2bf1d4/page/page_1/
[6] https://twitter.com/AlexWhite1812/status/1345861724843474945
[5] https://twitter.com/georgeeaton/status/1345839036393521154
[4] https://www.tasteofhome.com/recipes/no-bake-peanut-butter-treats/
[4] https://thetiptoefairy.com/easy-pudding-cup-finger-paints/
[3] https://www.theatlantic.com/science/archive/2020/12/virus-mutation-catastrophe/617531/
[3] https://apple.news/A4pBwyx9eQF2RMCv14yYj5A
[3] https://flooringdirecttexas.com/at-flooring-direct-were-taking-the-coronavirus-covid-19-pandemic-seriously/

Top URLs in Tweet in G4:
[1] https://chris-thalmeier.medium.com/understanding-zerocovid-5fff68b71e9f
[1] https://twitter.com/StefFun/status/1345704471435870209?s=20
[1] https://twitter.com/SeanCJSch/status/1345692332209938432
[1] https://twitter.com/polizei_gs/status/1343507375920205825
[1] http://carta.info/zero-covid-eine-rasche-und-umfassende-offnung-ist-moglich/
[1] https://www.youtube.com/watch?v=fzL1J6qZZZ0&feature=youtu.be


Top URLs in Tweet in G6:
[1] https://twitter.com/WHOAFRO/status/1346479942402338816
[1] https://twitter.com/YEDNetworkKe/status/1344493428189622272
[1] https://www.worldometers.info/coronavirus/country/india/

Top URLs in Tweet in G7:
[3] https://www.gov.ie/level5
[1] https://twitter.com/merrionstreet/status/1346937412950351876

Top URLs in Tweet in G8:
[3] https://twitter.com/GretaThunberg/status/1342465756559269891
[2] https://twitter.com/helgethomas/status/1343873887994572805
[1] https://twitter.com/e_thunter/status/1347087294784823296
[1] https://twitter.com/ABG_49/status/1340459763948249090
[1] https://twitter.com/GretaThunberg/status/1342906280298635264
[1] https://twitter.com/GretaThunberg/status/1345446750681763843
[1] https://www.theguardian.com/environment/2020/dec/10/greta-thunberg-we-are-speeding-in-the-wrong-direction-on-climate-crisis?CMP=share_btn_tw
[1] https://twitter.com/GretaThunberg/status/1346486816472489988
[1] https://twitter.com/redmayne_robert/status/1342900146502332416
[1] https://www.globalcitizen.org/en/content/universal-basic-income-climate-change-poverty/?utm_source=twitter&utm_medium=social&utm_campaign=share&_branch_match_id=link-874510317812189843

Top URLs in Tweet in G9:
[1] https://www.facebook.com/watch/?v=393219409119540

Top URLs in Tweet in G10:
[2] https://www.urmc.rochester.edu/coronavirus/staying-safe.aspx
[1] https://twitter.com/Atul_Gawande/status/1344265766191964160
[1] https://www.nytimes.com/live/2020/12/29/world/covid-19-coronavirus-updates/long-term-symptoms-can-send-virus-patients-back-to-overburdened-hospitals
[1] https://twitter.com/EricTopol/status/1345015761622896640
[1] https://twitter.com/DrEricDing/status/1346564722817191938
[1] https://twitter.com/CarlosdelRio7/status/1346077380314615808
[1] https://www.nytimes.com/2020/12/30/opinion/covid-vaccine-bobby-kennedy.html?smid=tw-share
[1] https://www.newyorker.com/magazine/2021/01/04/the-plague-year
[1] https://twitter.com/washingtonpost/status/1346119231469985793
[1] https://twitter.com/monica_babiuk/status/1346142274510610432

Top Domains
Top Domains in Tweet in Entire Graph:
[372] twitter.com
[41] youtube.com
[34] instagram.com
[29] coviz.org
[23] dt51.net
[20] carpha.org
[15] swarmapp.com
[9] facebook.com
[9] com.my
[9] news4teachers.de

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

Top Domains in Tweet in G3:
[145] twitter.com
[23] dt51.net
[17] instagram.com
[15] swarmapp.com
[7] youtube.com
[6] arcgis.com
[4] egmontinstitute.be
[4] facebook.com
[4] allrecipes.com
[4] tasteofhome.com

Top Domains in Tweet in G4:
[3] twitter.com
[1] medium.com
[1] carta.info
[1] youtube.com

Top Domains in Tweet in G6:
[2] twitter.com
[1] worldometers.info

Top Domains in Tweet in G7:
[3] gov.ie
[1] twitter.com

Top Domains in Tweet in G8:
[58] twitter.com
[2] theguardian.com
[1] globalcitizen.org
[1] forbes.com
[1] org.uk
[1] nationalobserver.com
[1] thrive.health
[1] canada.ca

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

Top Domains in Tweet in G10:
[6] twitter.com
[3] nytimes.com
[2] rochester.edu
[1] newyorker.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2732] flattenthecurve
[1526] climatestrikeonline
[985] covid19
[426] wearamask
[413] christmas2020
[311] stayhome
[193] coronavirus
[185] socialdistancing
[158] staysafe
[155] covid



Top Hashtags in Tweet in G1:
[1426] climatestrikeonline
[14] flattenthecurve
[13] fridaysforfuture
[9] facetheclimateemergency
[9] schoolstrike4climate
[3] climatestrike
[3] climatechangeisreal
[2] fff_saudiarabia
[1] fighteverycrisis
[1] climatejustice

Top Hashtags in Tweet in G2:
[435] covid19
[410] christmas2020
[24] flattenthecurve
[11] canlab
[7] wave2
[6] wearyourmask
[5] climatestrikeonline
[4] wearamask
[3] stayhome
[2] treatuskindly

Top Hashtags in Tweet in G3:
[668] flattenthecurve
[160] covid19
[72] stayhome
[71] socialdistancing
[56] coronavirus
[55] stayathome
[53] wearamask
[52] staysafe
[34] corona
[28] lockdown

Top Hashtags in Tweet in G4:
[48] flattenthecurve
[28] crushb117
[14] coronatagebuch
[13] stayhome
[7] coronaapp
[7] bewegungsradius
[7] zerocovid
[3] b117
[2] climatestrikeonline
[2] schulen

Top Hashtags in Tweet in G5:
[5] flattenthecurve
[5] climatestrikeonline
[1] blacklivesmatter
[1] haltdiefressebild
[1] fckafd
[1] fcknzs
[1] freeassange
[1] longcovid
[1] bildungstattpräsenz
[1] bildungabersicher

Top Hashtags in Tweet in G6:
[108] flattenthecurve
[89] newyear2021
[89] covid
[15] angamizacorona
[13] newnormal
[7] covid19
[5] happynewyear2021
[5] climatechangepandemic
[5] lockdowngbvpandemic
[5] educationalcrisis

Top Hashtags in Tweet in G7:
[27] flattenthecurve
[14] stayhome
[12] covidvaccine
[7] covid19ireland
[7] sunset
[4] sneachta
[4] snow
[4] staysafe
[4] staystrong
[4] staywell

Top Hashtags in Tweet in G8:
[133] facetheclimateemergency
[130] makeadifference
[125] fightclimateinjustice
[106] climatechangeisreal
[81] flattenthecurve
[75] fridaysforfuture
[72] climatestrikeonline
[62] climateaction
[59] schoolstrike4climate
[10] withdrawthecap

Top Hashtags in Tweet in G9:
[59] flattenthecurve
[34] staysafe
[33] covid19
[28] covid_19
[13] gautengcovid19
[10] level3lockdown
[7] lockdownlevel3
[7] savelives
[5] level3
[1] hotspots

Top Hashtags in Tweet in G10:
[63] flattenthecurve
[27] wearamask
[25] roc
[18] flx
[16] staystrongstaysafe
[9] covid
[7] pandemic
[6] washyourhands
[5] physicaldistancing
[4] covid19

Top Words
Top Words in Tweet in Entire Graph:
[2729] #flattenthecurve
[1526] #climatestrikeonline
[1523] week
[1497] pandemic
[1487] school
[1480] strike
[1477] doing
[1473] gretathunberg
[1471] happy
[1450] ongoing

Top Words in Tweet in G1:
[1444] week
[1439] strike
[1435] school
[1429] gretathunberg
[1426] #climatestrikeonline
[1413] ongoing
[1413] pandemic
[1413] doing
[1402] 123
[1398] happy

Top Words in Tweet in G2:
[435] #covid19
[411] ll
[411] docschmadia
[410] #christmas2020
[410] worked
[410] local
[410] hospital
[410] yesterday
[410] work
[410] assessment

Top Words in Tweet in G3:
[666] #flattenthecurve
[160] #covid19
[72] #stayhome
[71] #socialdistancing
[57] year
[56] die
[56] #coronavirus
[55] #stayathome
[53] #wearamask
[52] #staysafe

Top Words in Tweet in G4:
[326] die
[145] ehemalige
[145] kollegin
[145] arbeitet
[145] schlimm
[145] berichtet
[145] alten
[145] beatmet
[144] derdude72
[48] #flattenthecurve

Top Words in Tweet in G5:
[213] zehn
[213] monate
[213] beginn
[213] pandemie
[213] passiert
[213] vielen
[213] gesundheitsämtern
[213] stadt
[213] wochenenden
[213] feiertagen

Top Words in Tweet in G6:
[108] #flattenthecurve
[102] yednetworkke
[95] infections
[89] #newyear2021
[89] #covid
[83] matters
[82] countdown
[82] reduced
[82] embrace
[81] norma

Top Words in Tweet in G7:
[58] spread
[53] covid
[51] additional
[51] public
[51] health
[51] measures
[51] apply
[51] under
[51] level
[51] plan

Top Words in Tweet in G8:
[133] #facetheclimateemergency
[130] #makeadifference
[125] #fightclimateinjustice
[106] #climatechangeisreal
[81] #flattenthecurve
[75] #fridaysforfuture
[73] makeadi30164733
[72] #climatestrikeonline
[62] #climateaction
[59] #schoolstrike4climate

Top Words in Tweet in G9:
[59] #flattenthecurve
[42] gp_commsafety
[34] #staysafe
[33] #covid19
[31] safe
[30] mask
[30] citytshwane
[28] #covid_19
[28] wear
[25] spreads

Top Words in Tweet in G10:
[63] #flattenthecurve
[30] ur_med
[29] care
[27] need
[27] #wearamask
[26] community
[25] over
[25] #roc
[24] mouth
[23] long

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1476] school,strike
[1476] strike,week
[1456] gretathunberg,school
[1450] ongoing,pandemic
[1450] pandemic,doing
[1450] doing,#climatestrikeonline
[1441] week,123
[1435] happy,holidays
[1433] 123,happy
[1433] holidays,ongoing

Top Word Pairs in Tweet in G1:
[1435] school,strike
[1435] strike,week
[1421] gretathunberg,school
[1413] ongoing,pandemic
[1413] pandemic,doing
[1413] doing,#climatestrikeonline
[1402] week,123
[1398] 123,happy
[1398] happy,holidays
[1398] holidays,ongoing

Top Word Pairs in Tweet in G2:
[410] #christmas2020,worked
[410] worked,local
[410] local,hospital
[410] hospital,yesterday
[410] yesterday,ll
[410] ll,work
[410] work,#covid19
[410] #covid19,assessment
[410] assessment,center
[410] center,tomorrow

Top Word Pairs in Tweet in G3:
[60] #covid19,#flattenthecurve
[39] social,distancing
[34] kids,bored
[34] bored,practicing
[34] practicing,social
[31] distancing,make
[28] #staysafe,#flattenthecurve
[28] #flattenthecurve,#socialdistancing
[24] ginger_exchange,kids
[23] #doejemee,#handmade

Top Word Pairs in Tweet in G4:
[145] ehemalige,kollegin
[145] kollegin,arbeitet
[145] arbeitet,schlimm
[145] schlimm,berichtet
[145] berichtet,die
[145] die,alten
[145] alten,die
[145] die,beatmet
[144] derdude72,ehemalige
[28] need,#crushb117

Top Word Pairs in Tweet in G5:
[213] zehn,monate
[213] monate,beginn
[213] beginn,pandemie
[213] pandemie,passiert
[213] passiert,vielen
[213] vielen,gesundheitsämtern
[213] gesundheitsämtern,stadt
[213] stadt,wochenenden
[213] wochenenden,feiertagen
[212] robert_kiesel,zehn

Top Word Pairs in Tweet in G6:
[82] countdown,matters
[82] matters,#newyear2021
[82] #newyear2021,reduced
[82] reduced,#covid
[82] #covid,infections
[82] infections,#flattenthecurve
[82] #flattenthecurve,embrace
[81] yednetworkke,countdown
[81] embrace,norma
[14] covid,19

Top Word Pairs in Tweet in G7:
[51] additional,public
[51] public,health
[51] health,measures
[51] measures,apply
[51] apply,under
[51] under,level
[51] level,plan
[51] plan,living
[47] stop,spread
[47] spread,covid

Top Word Pairs in Tweet in G8:
[130] #facetheclimateemergency,#makeadifference
[121] #makeadifference,#fightclimateinjustice
[106] #fightclimateinjustice,#climatechangeisreal
[59] #climatechangeisreal,#climateaction
[59] #fridaysforfuture,#climatestrikeonline
[59] #climatestrikeonline,#schoolstrike4climate
[59] #schoolstrike4climate,#flattenthecurve
[57] #climateaction,#fridaysforfuture
[16] school,strike
[16] strike,week

Top Word Pairs in Tweet in G9:
[28] wear,mask
[25] #covid19,spreads
[25] spreads,easily
[25] easily,fast
[25] fast,wear
[25] mask,clean
[25] clean,hands
[25] hands,keep
[25] keep,safe
[25] safe,distance

Top Word Pairs in Tweet in G10:
[24] #wearamask,over
[24] over,mouth
[21] staff,working
[21] working,long
[21] long,hours
[21] hours,care
[21] care,community
[21] community,need
[21] need,help
[21] help,#flattenthecurve

Top Replied-To
Top Replied-To in Entire Graph:
@yednetworkke
@hendrikstreeck
@washingtonpost
@michaelemann
@gretathunberg
@cpho_canada
@_friedrichmerz
@bbclooknorth
@andre1234
@wdraktuell

Top Replied-To in G2:
@mattwolfab

Top Replied-To in G4:
@jadekhalife
@jcaktiv
@melonewq
@corneliusroemer
@miob1781
@hausaffe_
@me2birdie
@mspro
@preislerka
@die_vom

Top Replied-To in G5:
@staatsflieger
@lam3th

Top Replied-To in G6:
@yednetworkke
@amref_kenya

Top Replied-To in G8:
@gretathunberg
@ronwyden

Top Replied-To in G9:
@gautenghealth

Top Replied-To in G10:
@washingtonpost
@rocregional
@nytimes

Top Mentioned
Top Mentioned in Entire Graph:
@gretathunberg
@docschmadia
@robert_kiesel
@derdude72
@yednetworkke
@makeadi30164733
@knsmoh
@merrionstreet
@gp_commsafety
@mayorcantrell

Top Mentioned in G1:
@gretathunberg
@fridays4future
@patriciakombo
@wakiodorcas
@vanessa_vash
@flavthunbwolf

Top Mentioned in G2:
@docschmadia
@cupw
@billius27
@ottawacitizen
@gretathunberg
@beautifulred7
@lonnykennett
@mattwolfab

Top Mentioned in G3:
@ginger_exchange
@egmontinstitute
@flooringdirectx
@musicinjections
@gstirrupcomfort
@1mehayla
@criley_md
@easylivingfl
@cmilohamilton
@subyroy

Top Mentioned in G4:
@derdude72
@seancjsch
@preislerka
@silenceani1
@robert_kiesel
@dienstnavom
@tilhemwell
@garafat87
@jensspahn
@gretathunberg

Top Mentioned in G5:
@robert_kiesel
@derdude72
@gretathunberg
@tagesspiegel
@tmo_wizard
@ktwiesel1
@kfl3011

Top Mentioned in G6:
@yednetworkke
@moh_kenya
@amref_worldwide
@who
@whokenya
@amref_kenya
@euinkenya
@nationalerke
@greenshango
@whoafro

Top Mentioned in G7:
@merrionstreet
@drcsadlier
@djcribbin
@idahocafe
@failte_ireland
@merr
@islamireland
@theidahochef
@gretathunberg

Top Mentioned in G8:
@makeadi30164733
@gretathunberg
@endelstamberg
@stratkotter
@pialangstrom
@redmayne_robert
@aaravseth_
@elizabeth_ruler
@safety_canada
@elmgrace

Top Mentioned in G9:
@gp_commsafety
@citytshwane
@faithmazibukosa
@drmokgethi
@nkomonomantu
@sataxi_official
@david_makhura
@gautenghealth
@gansra_org
@sohini_gowan

Top Mentioned in G10:
@ur_med
@cdcgov
@highlandhosp
@nytimes
@newyorker
@pfizer
@countyexecbello
@nebraskamegan
@amazon
@um_ihpi

Top Tweeters
Top Tweeters in Entire Graph:
@gocoo_59
@gocoo
@applesupport
@ez4u2say_janis
@roblwilson
@_redfrog
@andreasandy3131
@chrisbrey1
@dgendvil
@thehill

Top Tweeters in G1:
@gocoo_59
@gocoo
@roblwilson
@_redfrog
@chilhon2016lap
@flipthescript8
@armywrn
@animeworld31
@bob_stinson1234
@fwwinterberg

Top Tweeters in G2:
@ez4u2say_janis
@dgendvil
@sie_kensou77
@suepeac
@trapdinawrpool
@suestroud
@kevinrns
@blueravefinn
@odoylecharlotte
@jsinvr

Top Tweeters in G3:
@kingchecaugo
@subyroy
@svenishell
@fitasport1
@baffavbaffa
@turekandrew
@hernameis_bea
@dondanial20
@richmonddoc
@inceiie

Top Tweeters in G4:
@schoensteiner
@michael_kunz
@tilhemwell
@alfred996
@eddiotos
@eumelfink09
@leonie2457
@zeitonline
@nocki61
@catinchief

Top Tweeters in G5:
@andreasandy3131
@chrisbrey1
@_arushinjitsu_
@raumplanungtv
@bbattmer
@heiderosie
@project1enigma
@tagesspiegel
@countup
@liese_mueller

Top Tweeters in G6:
@hl10pm
@karryjay
@un
@magic2girl
@ptchimusoro
@who
@smileycherry2
@mohfw_india
@nickmangwana
@talenthouse

Top Tweeters in G7:
@thepainterflynn
@eire353
@eatingbeagles
@theskibeagle
@kier323
@idahocafe
@theleggalamb
@buseireann
@theidahochef
@robos8

Top Tweeters in G8:
@allan_crawshaw
@dawnroseturner
@mobygrapefan
@lbpyyz
@ourfuturebot
@eco1start
@kbleecaster
@redmayne_robert
@natobserver
@oldcojote

Top Tweeters in G9:
@mpho_pitsi_sa
@abramjee
@_arrivealive
@anneleonardpta
@lavitosoul
@maraenslin
@citytshwane
@lwandontentesa
@gtp_traffstats
@diphetogomodis1

Top Tweeters in G10:
@nytimes
@washingtonpost
@monitor_ph
@13wham
@news_8
@rachbarnhart
@newyorker
@astutecitizen
@kbover2020
@amazon


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