Great Barrier Reef, Twitter, 6/21/2022 12:46:16 AM, 278400


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Great Barrier Reef Twitter NodeXL SNA Map and Report for Tuesday, 21 June 2022 at 00:04 UTC
Great Barrier Reef Twitter NodeXL SNA Map and Report for Tuesday, 21 June 2022 at 00:04 UTC
From:
marc_smith
Uploaded on:
June 21, 2022
Short Description:
Great Barrier Reef via NodeXL https://bit.ly/3xJQKWv
@xr_cambridge
@tanya_plibersek
@albomp
@chrislancashir3
@kelly_ashie
@nitagreenqld
@protectingterra
@rodwilliams8
@mustgovote
@xruiztru

Top hashtags:
#auspol
#projectpulih
#chilloutcafe2022supportgroup

Description:
Description
The graph represents a network of 4,982 Twitter users whose recent tweets contained "Great Barrier Reef", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 21 June 2022 at 00:14 UTC.

The tweets in the network were tweeted over the 9-day, 4-hour, 0-minute period from Saturday, 11 June 2022 at 20:00 UTC to Tuesday, 21 June 2022 at 00:00 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 : 5065
Unique Edges : 6905
Edges With Duplicates : 9228
Total Edges : 16133
Number of Edge Types : 5
Mentions : 9363
Replies to : 1005
Tweet : 636
Retweet : 4209
MentionsInRetweet : 920
Self-Loops : 651
Reciprocated Vertex Pair Ratio : 0.0518261316872428
Reciprocated Edge Ratio : 0.0985450544076293
Connected Components : 431
Single-Vertex Connected Components : 179
Maximum Vertices in a Connected Component : 3575
Maximum Edges in a Connected Component : 6384
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 2.847187
Graph Density : 0.000318879838560015
Modularity : 0.447981
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,982 Twitter users whose recent tweets contained "Great Barrier Reef", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 21 June 2022 at 00:14 UTC.

The tweets in the network were tweeted over the 9-day, 4-hour, 0-minute period from Saturday, 11 June 2022 at 20:00 UTC to Tuesday, 21 June 2022 at 00:00 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 : TwitterSearch
Graph Term : Great Barrier Reef
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[122] https://oceanblueproject.org/great-barrier-reef-facts/
[66] https://www.macaranga.org/building-arks-for-corals/
[61] https://www.canberratimes.com.au/story/7783286/coal-mine-brings-great-harm-opponents-say/
[30] https://twitter.com/xr_cambridge/status/1536715181237100545
[25] https://www.sciencealert.com/feeding-corals-with-this-supplement-could-help-us-to-regrow-the-great-barrier-reef
[20] https://twitter.com/xr_cambridge/status/1536716760933715971
[19] https://www.breakthroughonline.org.au/_files/ugd/148cb0_2a1626569b45453ebadad9f151e031b6.pdf
[10] https://twitter.com/tveitdal/status/1418663841848778753?s=21
[9] https://twitter.com/ClareONeilMP/status/1536878150646640640
[9] https://onlinelibrary.wiley.com/doi/10.1029/2021EF002608

Top URLs in Tweet in G1:
[104] https://oceanblueproject.org/great-barrier-reef-facts/
[6] https://www.nationalgeographic.com/magazine/article/explore-atlas-great-barrier-reef-coral-bleaching-map-climate-change
[1] https://twitter.com/tveitdal/status/1418663841848778753?s=21
[1] https://www.bbc.co.uk/news/world-australia-61822046

Top URLs in Tweet in G2:
[10] https://oceanblueproject.org/great-barrier-reef-facts/
[9] https://twitter.com/ClareONeilMP/status/1536878150646640640
[9] https://twitter.com/tveitdal/status/1418663841848778753?s=21
[8] https://www.theguardian.com/environment/2022/mar/17/great-barrier-reef-hit-by-sixth-mass-bleaching-event-leading-coral-scientist-says
[7] https://www.abc.net.au/news/2022-06-18/mackerel-fishery-management-delay-commercial-conservation/101160844?utm_campaign=abc_news_web&utm_content=twitter&utm_medium=content_shared&utm_source=abc_news_web
[7] https://blog.publish.csiro.au/sunscreen-chemicals-quolls-whale-sharks/
[6] https://about.google/stories/discovering-blue-holes/amp/?utm_source=234023758
[6] https://www.afr.com/politics/federal/labor-to-lobby-against-great-barrier-reef-in-danger-listing-20220513-p5al4z
[5] https://developer.nvidia.com/blog/real-time-ai-model-aims-to-help-protect-the-great-barrier-reef/
[3] https://www.theguardian.com/environment/2022/feb/13/australia-is-spending-billions-on-the-great-barrier-reef-will-it-do-any-good

Top URLs in Tweet in G4:
[6] https://www.sciencealert.com/feeding-corals-with-this-supplement-could-help-us-to-regrow-the-great-barrier-reef
[6] https://www.interestingfacts.com/great-barrier-reef-facts/YowZOVuKogAHE3nn
[4] https://johnmenadue.com/the-great-barrier-reef-the-ultimate-test-of-an-ambitious-climate-policy/
[3] https://oceanblueproject.org/great-barrier-reef-facts/
[2] https://www.livetribe.com/viewForum/would-you-visit-lady-musgrave-island
[2] https://eatdrinkandbekerry.net/index.php/2017/10/03/fly-to-lady-elliot-island/?utm_sq=gcj6fahxh4&utm_source=twitter&utm_medium=social&utm_campaign=pretraveller&utm_content=evergreenaustraliacontent
[2] https://twitter.com/xr_cambridge/status/1536715181237100545
[2] https://worldoftravelswithkids.com/amazing-great-barrier-reef-tours-and-tips-for-snorkeling-in-cairns/
[2] https://www.newsweek.com/incredibly-rare-footage-young-oarfish-great-barrier-reef-1717353
[2] https://fouraroundtheworld.com/green-island-cairns-day-trip/

Top URLs in Tweet in G5:
[1] https://unsplash.com/s/photos/cats
[1] https://unsplash.com/collections/256443/the-night-sky
[1] https://www.youtube.com/playlist?list=OLAK5uy_n1MIO7pDeCsM4EYzu0AUhYczgx-PgFInQ

[1] https://www.youtube.com/playlist?list=PLDtBVze-UZbjaXbEflhtUMHqqCHF-VL5R

[1] https://www.youtube.com/playlist?list=OLAK5uy_lB-IzU7kS-EQ8YgHtVQPDcHpiVFXf6-_Y

[1] https://www.youtube.com/playlist?list=OLAK5uy_ntSEGptcUrP9I2cVRrE3hmPa5zY-zELVo

[1] https://www.youtube.com/playlist?list=PLlYFBQULBYC5TYBg0dqVEnyhJtSzdDVH_

[1] https://www.youtube.com/playlist?list=PLDFE9C04456035F22

[1] https://www.youtube.com/playlist?list=PLRkXgEtCqIyUCE4MDXs_ceMIyQnOWac6e

[1] https://www.youtube.com/playlist?list=PLyY34ZaXCaCBhuzqGW-EgGUS1nQgvGIPh


Top URLs in Tweet in G6:
[3] https://www.youtube.com/watch?v=cyJOb-9HUEY&feature=youtu.be

[1] https://corporate.exxonmobil.com/Sustainability/Environmental-protection/Climate-change
[1] https://scied.ucar.edu/image/measure-global-average-temperature-five-easy-steps
[1] https://www.desmog.com/manhattan-institute-policy-research/
[1] https://www.manhattan-institute.org/green-energy-revolution-near-impossible
[1] https://www.tandfonline.com/doi/abs/10.1080/00908310390142389?cookieSet=1
[1] http://www.ask-force.org/web/Global-Warming/Khilyuk-Global-Warming-Confusing-2003.pdf
[1] https://journals.ametsoc.org/view/journals/apme/18/6/1520-0450_1979_018_0822_qctpio_2_0_co_2.xml?tab_body=pdf
[1] https://fee.org/articles/rejoice-the-earth-is-becoming-greener/
[1] https://www.youtube.com/watch?v=EQUhS8sanxg&feature=youtu.be


Top URLs in Tweet in G7:
[66] https://www.macaranga.org/building-arks-for-corals/

Top URLs in Tweet in G8:
[56] https://www.canberratimes.com.au/story/7783286/coal-mine-brings-great-harm-opponents-say/
[3] https://www.canberratimes.com.au/story/7783286/coal-mine-brings-great-harm-opponents-say/?cs=14264
[2] https://twitter.com/xr_cambridge/status/1536715181237100545

Top URLs in Tweet in G9:
[1] https://twitter.com/therealdrwing/status/1538099203226103810?s=21&t=rkV8-3PhduASaE0if4Ii9w
[1] https://northarmcove.nsw.au/history-heritage/unique-history-north-arm-cove
[1] https://www.theguardian.com/australia-news/2022/jun/18/aboriginal-people-make-up-vast-majority-of-pedestrian-deaths-in-nt?CMP=Share_iOSApp_Other

Top Domains
Top Domains in Tweet in Entire Graph:
[154] twitter.com
[122] oceanblueproject.org
[108] com.au
[82] youtube.com
[66] macaranga.org
[39] theguardian.com
[26] org.au
[25] sciencealert.com
[24] net.au
[11] theconversation.com

Top Domains in Tweet in G1:
[104] oceanblueproject.org
[6] nationalgeographic.com
[1] twitter.com
[1] co.uk

Top Domains in Tweet in G2:
[28] twitter.com
[15] theguardian.com
[10] oceanblueproject.org
[9] net.au
[7] csiro.au
[7] com.au
[6] about.google
[6] afr.com
[5] nvidia.com
[4] org.au

Top Domains in Tweet in G4:
[15] twitter.com
[6] sciencealert.com
[6] instagram.com
[6] interestingfacts.com
[5] theguardian.com
[4] johnmenadue.com
[4] net.au
[4] fitbit.com
[4] facebook.com
[3] oceanblueproject.org

Top Domains in Tweet in G5:
[63] youtube.com
[2] unsplash.com
[1] apple.com
[1] wikipedia.org

Top Domains in Tweet in G6:
[6] youtube.com
[4] twitter.com
[2] ourworldindata.org
[1] exxonmobil.com
[1] ucar.edu
[1] desmog.com
[1] manhattan-institute.org
[1] tandfonline.com
[1] ask-force.org
[1] ametsoc.org

Top Domains in Tweet in G7:
[66] macaranga.org

Top Domains in Tweet in G8:
[59] com.au
[2] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[112] auspol
[66] projectpulih
[61] chilloutcafe2022supportgroup
[57] worldseaturtleday
[53] toryspannersunday
[49] pilliga
[49] greatartesianbasin
[46] climate
[44] insiders
[43] barriecassidy



Top Hashtags in Tweet in G2:
[86] auspol
[49] pilliga
[49] greatartesianbasin
[18] auspol2022
[15] greatbarrierreef
[8] worldoceansday
[8] saveourocean
[5] afp
[5] machinelearning
[5] ai

Top Hashtags in Tweet in G4:
[4] fitstats
[4] greatbarrierreef
[3] auspol
[2] athertontablelands
[2] kurandavillage
[2] greenisland
[2] 福州
[1] nancysolari
[1] livingfullout
[1] onthisday

Top Hashtags in Tweet in G5:
[61] chilloutcafe2022supportgroup
[3] mentalhealthmatters
[1] catsoftwitter4kultrahidefwallpapers
[1] caturday
[1] lightworkersuhdphotographycafe2022
[1] cilloutcafe2022supportgroup
[1] thankfulthursday

Top Hashtags in Tweet in G6:
[7] climatebounty
[2] climatebrawl
[2] climatecrisis
[2] climateemergency
[2] dunningkruger
[1] fossilfuels
[1] exxonknew
[1] climatechange
[1] renewables
[1] fakephd

Top Hashtags in Tweet in G7:
[66] projectpulih

Top Hashtags in Tweet in G8:
[5] climate
[4] auspol
[3] auslaw
[3] qldpol
[1] barriecassidy
[1] insiders
[1] joshfrydenberg
[1] gbrf
[1] journalist
[1] frydenberg

Top Hashtags in Tweet in G9:
[1] gross

Top Hashtags in Tweet in G10:
[48] worldseaturtleday

Top Words
Top Words in Tweet in Entire Graph:
[5711] half
[5154] reef
[4836] great
[4798] barrier
[3055] one
[2998] going
[2953] world
[2925] die
[2921] dead
[2916] natural

Top Words in Tweet in G1:
[5560] half
[2832] dead
[2832] natural
[2832] going
[2832] die
[2806] reef
[2770] great
[2770] barrier
[2729] one
[2729] world

Top Words in Tweet in G2:
[862] reef
[621] great
[613] barrier
[211] marine
[172] pay
[167] wrote
[167] letter
[165] albomp
[107] one
[104] park

Top Words in Tweet in G3:
[265] great
[265] barrier
[265] reef
[263] sunset
[263] over
[2] bindiirwin

Top Words in Tweet in G4:
[196] reef
[190] great
[190] barrier
[27] australia
[22] one
[21] coral
[14] more
[14] corals
[14] 约
[14] 炮

Top Words in Tweet in G5:
[110] krick0604
[110] alovefarmer
[109] deniseparashac
[108] marybittel1
[108] msvernestyne
[108] checkbalance7
[108] boogykas
[108] ellinidata
[108] angelacrazygirl
[108] maryanngarcianm

Top Words in Tweet in G6:
[90] thedisproof
[85] 10kclimate
[82] geraldkutney
[81] alexepstein
[81] blackrock
[79] thinks_about_it
[75] 25_cycle
[73] juspermachogu
[44] faktantarkast10
[43] agentsinaction

Top Words in Tweet in G7:
[132] 's
[132] corals
[66] know
[66] more
[66] diverse
[66] great
[66] barrier
[66] reef
[66] face
[66] probable

Top Words in Tweet in G8:
[79] reef
[75] great
[75] barrier
[62] world
[62] going
[62] one
[59] approve
[59] mine
[59] decide
[59] saul

Top Words in Tweet in G9:
[27] ocarinajones
[27] anacampseros
[27] fieldnovak
[27] dizruptor1
[27] lukestruth
[27] ryanwil62993886
[27] fatherbob
[27] browncoat5757
[27] captainswingau
[27] obiwan_shanobi

Top Words in Tweet in G10:
[49] great
[49] barrier
[49] reef
[48] drone
[48] snaps
[48] 64
[48] 000
[48] green
[48] sea
[48] turtles

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4778] barrier,reef
[4762] great,barrier
[2894] going,die
[2789] reef,dead
[2784] half,great
[2784] wonders,world
[2779] natural,wonders
[2777] dead,one
[2777] one,majestic
[2777] majestic,natural

Top Word Pairs in Tweet in G1:
[2832] going,die
[2770] great,barrier
[2770] barrier,reef
[2728] half,great
[2728] reef,dead
[2728] dead,one
[2728] one,majestic
[2728] majestic,natural
[2728] natural,wonders
[2728] wonders,world

Top Word Pairs in Tweet in G2:
[613] great,barrier
[613] barrier,reef
[167] wrote,letter
[104] marine,park
[103] reef,marine
[93] sussan,ley
[92] yesterday,nitagreenqld
[92] nitagreenqld,visited
[92] visited,great
[92] reef,hear

Top Word Pairs in Tweet in G3:
[265] great,barrier
[265] barrier,reef
[263] sunset,over
[263] over,great

Top Word Pairs in Tweet in G4:
[187] great,barrier
[185] barrier,reef
[14] 约,炮
[7] reef,australia
[6] swimming,great
[6] facts,great
[6] reef,foundation
[5] reef,located
[5] fascinating,facts
[5] incredibly,rare

Top Word Pairs in Tweet in G5:
[108] msvernestyne,krick0604
[108] angelacrazygirl,maryanngarcianm
[108] maryanngarcianm,tammy_marchand
[107] tammy_marchand,kanekavi
[107] starcrow54,butterskatz
[106] circlesspinning,shell_loyd
[102] docbass4,angelacrazygirl
[96] evelueck,1stkiersten
[83] lovemykiaram,alovefarmer
[81] deniseparashac,checkbalance7

Top Word Pairs in Tweet in G6:
[80] alexepstein,blackrock
[69] geraldkutney,alexepstein
[58] 25_cycle,geraldkutney
[42] blackrock,agentsinaction
[41] agentsinaction,hmginyyc
[38] thinks_about_it,fishyfish67
[38] fishyfish67,rushhourp
[38] rushhourp,martinjbern
[38] martinjbern,keeper_86
[38] dan613,d_e_mol

Top Word Pairs in Tweet in G7:
[132] 's,corals
[66] know,'s
[66] corals,more
[66] more,diverse
[66] diverse,great
[66] great,barrier
[66] barrier,reef
[66] reef,'s
[66] corals,face
[66] face,probable

Top Word Pairs in Tweet in G8:
[75] barrier,reef
[69] great,barrier
[59] approve,mine
[59] mine,decide
[59] decide,world
[59] world,going
[59] going,one
[59] one,great
[59] saul,holt
[59] holt,qc

Top Word Pairs in Tweet in G9:
[27] anacampseros,fieldnovak
[27] fieldnovak,dizruptor1
[27] dizruptor1,lukestruth
[27] lukestruth,ryanwil62993886
[27] ryanwil62993886,fatherbob
[27] browncoat5757,captainswingau
[27] captainswingau,obiwan_shanobi
[27] cherob14,tedtratt
[27] tedtratt,falklandswars
[27] djgothwhitlam,bcksmth

Top Word Pairs in Tweet in G10:
[49] great,barrier
[49] barrier,reef
[48] drone,snaps
[48] snaps,64
[48] 64,000
[48] 000,green
[48] green,sea
[48] sea,turtles
[48] turtles,great
[48] reef,today

Top Replied-To
Top Replied-To in Entire Graph:
@msvernestyne
@xr_cambridge
@faktantarkast10
@karenmmiddleton
@titasoffranseth
@lesstonehouse
@tanya_plibersek
@peter_fitz
@lindaashton2
@maryt7171

Top Replied-To in G1:
@xr_cambridge
@gauchohaulic
@narwhalwrites

Top Replied-To in G2:
@karenmmiddleton
@xr_cambridge
@lesstonehouse
@peter_fitz
@tanya_plibersek
@dougcameron51
@gedkearney
@brendancarton
@bowenchris
@gavinlmiller1

Top Replied-To in G3:
@bindiirwin

Top Replied-To in G5:
@msvernestyne
@lovemykiaram
@mary1kathy
@2rrob
@yur_best_friend
@checkbalance7
@maestramarney
@gussyupper
@chillxrobxx
@lorelei1950

Top Replied-To in G6:
@faktantarkast10
@thedisproof
@juspermachogu
@shicks_sam
@twtthisisnow
@1gdac
@25_cycle
@jimdtweet
@andrewdessler
@narvuntien

Top Replied-To in G8:
@taodehaas

Top Replied-To in G9:
@aaronta67472031
@beamailuc
@tokidok42078559
@therealdrwing
@cranky_old_guy
@philantopical
@fabioviagarra
@gailclifford7
@gclaborista
@ladypoop2

Top Mentioned
Top Mentioned in Entire Graph:
@albomp
@krick0604
@alovefarmer
@marybittel1
@deniseparashac
@boogykas
@ellinidata
@angelacrazygirl
@maryanngarcianm
@tammy_marchand

Top Mentioned in G1:
@xr_cambridge
@unesco
@wh_watch

Top Mentioned in G2:
@albomp
@nitagreenqld
@bowenchris
@tanya_plibersek
@madeleinemhking
@muddanstey
@unesco
@deemadigan
@joanlemke2
@profterryhughes

Top Mentioned in G3:
@terriirwin

Top Mentioned in G4:
@2austravellers

Top Mentioned in G5:
@krick0604
@alovefarmer
@marybittel1
@deniseparashac
@boogykas
@ellinidata
@angelacrazygirl
@maryanngarcianm
@tammy_marchand
@kanekavi

Top Mentioned in G6:
@10kclimate
@blackrock
@alexepstein
@geraldkutney
@thinks_about_it
@thedisproof
@25_cycle
@juspermachogu
@agentsinaction
@hmginyyc

Top Mentioned in G7:
@unimalaya

Top Mentioned in G8:
@edolawyers
@youthverdict
@bimbleboxnr
@nitagreenqld

Top Mentioned in G9:
@ocarinajones
@anacampseros
@dizruptor1
@lukestruth
@ryanwil62993886
@fatherbob
@browncoat5757
@captainswingau
@obiwan_shanobi

Top Tweeters
Top Tweeters in Entire Graph:
@jurylady5
@rk70534
@roblwilson
@nobby15
@davidbewart
@derekjohnbryant
@indiatoday
@dgendvil
@3wombats
@1loriking

Top Tweeters in G1:
@rk70534
@roblwilson
@dgendvil
@sar_oso
@wildwalkerwoman
@tadrow
@straitarrow10
@christinejameis
@inforenique
@masterprogram1

Top Tweeters in G2:
@nobby15
@davidbewart
@fehowarth
@slsandpet
@morpheusbeing
@ana_captures
@ochreblue
@protectingterra
@michaelpurvis64
@bprophetable

Top Tweeters in G3:
@brandonmscales
@jnc_1982
@theoddgirl18
@kerbear_xo
@anselmonadir
@adorelm31
@karo1444k
@prcowboys
@potenspuella
@allisonsmalone

Top Tweeters in G4:
@macbeestje
@manuco22
@bagaluesunab
@22views_
@eurasiareview
@shuniquee
@area51org
@fillagainb
@truplapng
@cool_bul_pandey

Top Tweeters in G5:
@shell_loyd
@gdad1
@fab4screamie
@giseledubson
@1stkiersten
@tammy_marchand
@drodvik52
@atrumpest
@lovemyjessica22
@kanekavi

Top Tweeters in G6:
@halleverkehrt
@rogerxmathew
@friendsoscience
@geraldkutney
@kctaz
@thedisproof
@barbarajdurkin
@dan613
@icecinder
@ejwwest

Top Tweeters in G7:
@syawal
@dyradyre
@pkckam
@rahah_ghazali
@puteriarchy
@alysalysalysa
@mirabukhari
@erynranea
@kaveinthran
@cookiemonstaly

Top Tweeters in G8:
@asher_wolf
@wolfie_rankin
@glynmoody
@jrehnj
@drrimmer
@todmoore3
@petergalvin1_l
@rgyatso
@elainem11584892
@jackbollocks

Top Tweeters in G9:
@virgotweet
@ladypoop2
@elliemail
@pcribbett
@fatherbob
@michelescheffl1
@gtwarrior47
@beamailuc
@falklandswars
@geoffschuler

Top Tweeters in G10:
@1loriking
@rhcm123
@miquelcs00
@idee_kenkyu
@esprit1789
@annaanthro
@xtal_b
@davisx3m
@conniebcn
@potsherds


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