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February 9, 2020 17:12
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20,000 shower samples that can be used to solve the shower problem described in https://chris-said.io/2020/02/08/the-shower-problem/. Direction (left of right) is sampled from Bernoulli trials. Tau is sampled from a two-parameter Weibull distribution, using scipy's weibull_min: weibull_min.rvs(1.5, loc=0, scale=50, size=20_000)
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| direction | tau | |
|---|---|---|
| 1.0 | 44.17309441579963 | |
| 1.0 | 39.13313136222197 | |
| 1.0 | 2.229445925263579 | |
| 1.0 | 45.51885740055968 | |
| 1.0 | 32.46369490822559 | |
| 0.0 | 34.32693114812909 | |
| 1.0 | 29.851265008411353 | |
| 1.0 | 22.108872716835183 | |
| 0.0 | 39.32300084317585 | |
| 1.0 | 51.162193685850724 | |
| 1.0 | 52.89354607330458 | |
| 0.0 | 111.77191162867626 | |
| 1.0 | 46.463886991353085 | |
| 0.0 | 43.57212412900436 | |
| 1.0 | 71.66704073041019 | |
| 0.0 | 31.740661153594786 | |
| 1.0 | 23.91345494843189 | |
| 1.0 | 66.77091579172176 | |
| 0.0 | 127.18213031762483 | |
| 0.0 | 95.61512243042054 | |
| 0.0 | 55.49045858184197 | |
| 1.0 | 36.360959523655936 | |
| 1.0 | 66.80173789906789 | |
| 0.0 | 35.98527238990519 | |
| 0.0 | 112.90770714477803 | |
| 1.0 | 28.417136403697423 | |
| 0.0 | 34.93155854639891 | |
| 0.0 | 40.041911906486064 | |
| 1.0 | 41.965798359123745 | |
| 1.0 | 11.763947746455894 | |
| 0.0 | 15.102736261835096 | |
| 1.0 | 108.2129500770594 | |
| 0.0 | 6.204437760362278 | |
| 0.0 | 9.737540163781363 | |
| 1.0 | 51.20688864637483 | |
| 0.0 | 16.433512072792723 | |
| 1.0 | 14.605835762296818 | |
| 0.0 | 26.231787231977982 | |
| 0.0 | 29.086443563143373 | |
| 0.0 | 115.41154045419151 | |
| 0.0 | 16.882098316476892 | |
| 0.0 | 26.95997067142466 | |
| 0.0 | 11.264438071261678 | |
| 1.0 | 84.3746496130067 | |
| 1.0 | 3.4229151747871196 | |
| 1.0 | 57.531065698475125 | |
| 1.0 | 23.607177147470768 | |
| 0.0 | 25.723126931079975 | |
| 1.0 | 7.59397569038691 | |
| 0.0 | 18.79946122889077 | |
| 1.0 | 29.552781065725032 | |
| 1.0 | 39.473648280778306 | |
| 0.0 | 95.55783256213743 | |
| 1.0 | 40.322617107872034 | |
| 1.0 | 7.344679946610595 | |
| 1.0 | 29.29987276710439 | |
| 0.0 | 9.379998003395281 | |
| 1.0 | 18.267115126505207 | |
| 1.0 | 43.62040008217399 | |
| 0.0 | 16.16557170051863 | |
| 0.0 | 45.26958196427859 | |
| 0.0 | 162.97115413890702 | |
| 0.0 | 37.484910497478566 | |
| 0.0 | 174.77505763443958 | |
| 0.0 | 14.182936884863704 | |
| 0.0 | 35.36143233497802 | |
| 1.0 | 74.38164113123888 | |
| 1.0 | 54.71921193321033 | |
| 1.0 | 34.49760304879519 | |
| 0.0 | 22.3860068742892 | |
| 0.0 | 26.792807487039788 | |
| 0.0 | 24.22649096184946 | |
| 0.0 | 38.38911953272075 | |
| 0.0 | 113.25245691914623 | |
| 0.0 | 43.41704418053386 | |
| 1.0 | 45.00545771322444 | |
| 0.0 | 38.938930434612416 | |
| 0.0 | 24.430128024694127 | |
| 1.0 | 44.587793734016195 | |
| 0.0 | 6.799345812079976 | |
| 1.0 | 6.443223769833407 | |
| 1.0 | 27.86078578155881 | |
| 1.0 | 138.30934095959128 | |
| 0.0 | 15.423811709361882 | |
| 0.0 | 26.93902826435425 | |
| 1.0 | 69.33490771443799 | |
| 0.0 | 33.25070099583882 | |
| 1.0 | 30.64990652351225 | |
| 0.0 | 41.50458245311252 | |
| 1.0 | 119.79579190566633 | |
| 1.0 | 30.20069903869685 | |
| 1.0 | 12.783352216243044 | |
| 0.0 | 21.21081530725994 | |
| 0.0 | 16.24542028122056 | |
| 1.0 | 77.40447756822067 | |
| 0.0 | 11.650178094633114 | |
| 1.0 | 65.06788860572347 | |
| 1.0 | 13.252404439215331 | |
| 1.0 | 60.61384627130118 | |
| 1.0 | 22.950156433038398 | |
| 0.0 | 63.81775240518092 | |
| 0.0 | 48.90247922190783 | |
| 1.0 | 35.507039821054384 | |
| 0.0 | 41.34455513427313 | |
| 1.0 | 40.40689841989203 | |
| 1.0 | 13.382459783789075 | |
| 0.0 | 37.29786942084019 | |
| 1.0 | 58.744784064566645 | |
| 0.0 | 30.8795772527822 | |
| 1.0 | 45.4551116187057 | |
| 0.0 | 18.562537116952893 | |
| 0.0 | 66.80337859018854 | |
| 1.0 | 39.63939629899536 | |
| 0.0 | 27.05972881154502 | |
| 1.0 | 10.093156529493198 | |
| 0.0 | 16.20363792415136 | |
| 1.0 | 70.94882222189686 | |
| 1.0 | 26.331836898081328 | |
| 0.0 | 19.36170597705218 | |
| 0.0 | 6.721267762052249 | |
| 1.0 | 40.84661259184833 | |
| 0.0 | 18.390861693616912 | |
| 1.0 | 15.156617177576074 | |
| 1.0 | 119.1798647891374 | |
| 0.0 | 64.38998249162375 | |
| 0.0 | 24.12834297990759 | |
| 1.0 | 15.660305043742225 | |
| 0.0 | 63.46831077062758 | |
| 0.0 | 5.208547576840707 | |
| 1.0 | 31.61137876715403 | |
| 0.0 | 44.89463225376682 | |
| 1.0 | 2.1790052799274404 | |
| 0.0 | 13.861314968576666 | |
| 1.0 | 19.794396997372317 | |
| 1.0 | 46.9519269152324 | |
| 1.0 | 36.034980625076855 | |
| 1.0 | 34.639556323477265 | |
| 0.0 | 30.67099685033386 | |
| 0.0 | 66.59977904449129 | |
| 0.0 | 52.64244904840658 | |
| 0.0 | 40.96636026884609 | |
| 0.0 | 111.89933633177851 | |
| 0.0 | 29.428180828652025 | |
| 1.0 | 82.45898102939798 | |
| 0.0 | 36.96192316075791 | |
| 0.0 | 34.210657403481385 | |
| 1.0 | 11.60765588208356 | |
| 0.0 | 51.47388243378458 | |
| 0.0 | 3.8547661704463945 | |
| 0.0 | 14.60598873499975 | |
| 0.0 | 12.17405208853193 | |
| 0.0 | 21.069625849176195 | |
| 0.0 | 15.427109057971622 | |
| 1.0 | 37.91970493199783 | |
| 0.0 | 23.731883213999822 | |
| 0.0 | 206.1485298841688 | |
| 0.0 | 19.966390651911247 | |
| 0.0 | 35.73765638833409 | |
| 1.0 | 7.643965108414771 | |
| 0.0 | 15.371503769035716 | |
| 1.0 | 25.243647212982488 | |
| 0.0 | 35.82516730787244 | |
| 1.0 | 69.339852563158 | |
| 1.0 | 22.162004591704697 | |
| 0.0 | 60.879067631973186 | |
| 0.0 | 95.94624666891146 | |
| 1.0 | 8.297434153387202 | |
| 0.0 | 56.76047174825546 | |
| 0.0 | 39.955030829509596 | |
| 1.0 | 96.83189815577401 | |
| 1.0 | 48.58984244604162 | |
| 0.0 | 36.711391706933014 | |
| 0.0 | 57.51610408613486 | |
| 1.0 | 28.051807989693934 | |
| 1.0 | 111.32355097014938 | |
| 1.0 | 37.01517812360823 | |
| 0.0 | 102.52580959937686 | |
| 0.0 | 45.06623328050042 | |
| 0.0 | 145.4331180920394 | |
| 0.0 | 40.02177010833944 | |
| 0.0 | 81.11887213930059 | |
| 1.0 | 35.690718181683245 | |
| 1.0 | 50.75781988441089 | |
| 1.0 | 46.778099117327876 | |
| 0.0 | 5.563294592221266 | |
| 1.0 | 94.93958624704818 | |
| 1.0 | 118.06812272924434 | |
| 0.0 | 35.70580210910572 | |
| 1.0 | 94.96287580350666 | |
| 0.0 | 14.667190987906839 | |
| 0.0 | 12.751314694336562 | |
| 0.0 | 15.17459706287151 | |
| 1.0 | 71.38550608703056 | |
| 0.0 | 6.043880806452286 | |
| 1.0 | 40.510615048224295 | |
| 0.0 | 3.9241699055856554 | |
| 0.0 | 10.850371415986055 | |
| 0.0 | 38.94164257375317 | |
| 1.0 | 29.327973902178677 | |
| 0.0 | 32.446061518456766 | |
| 0.0 | 107.5603734342946 | |
| 1.0 | 27.109881206913144 | |
| 1.0 | 57.219435655758055 | |
| 0.0 | 135.73312355691584 | |
| 1.0 | 9.377650579641509 | |
| 0.0 | 8.714464747087229 | |
| 0.0 | 36.71371503667656 | |
| 0.0 | 53.201555400041315 | |
| 0.0 | 40.87292257218838 | |
| 0.0 | 50.767837729620624 | |
| 1.0 | 95.58836022029458 | |
| 0.0 | 19.458512243652685 | |
| 1.0 | 13.63924518136314 | |
| 1.0 | 68.85789733481961 | |
| 0.0 | 56.39261389825888 | |
| 1.0 | 3.108157517943561 | |
| 1.0 | 3.804719038317786 | |
| 0.0 | 7.827914782415876 | |
| 0.0 | 38.580331449961506 | |
| 1.0 | 68.76944846552038 | |
| 1.0 | 86.39967964051904 | |
| 0.0 | 75.650963301846 | |
| 1.0 | 3.9460111851341586 | |
| 0.0 | 23.629117870056508 | |
| 0.0 | 12.559731629510356 | |
| 0.0 | 22.638423112912445 | |
| 0.0 | 56.65199519739292 | |
| 0.0 | 89.67408173308202 | |
| 1.0 | 37.658721697497626 | |
| 0.0 | 24.114064080062274 | |
| 1.0 | 85.016398439416 | |
| 0.0 | 8.026255520585764 | |
| 1.0 | 41.41587021825539 | |
| 0.0 | 3.999253248529585 | |
| 0.0 | 102.00791194132339 | |
| 1.0 | 22.255383732099336 | |
| 1.0 | 37.038933776491604 | |
| 1.0 | 125.04131597910661 | |
| 1.0 | 17.54981538052944 | |
| 1.0 | 91.85750526320274 | |
| 1.0 | 14.370836086521155 | |
| 1.0 | 83.71752755476393 | |
| 1.0 | 48.28237582729542 | |
| 0.0 | 122.40325769827483 | |
| 0.0 | 44.88942093565174 | |
| 0.0 | 57.76874441911903 | |
| 1.0 | 50.428559137058805 | |
| 0.0 | 28.345431721516928 | |
| 0.0 | 37.73195602218878 | |
| 0.0 | 34.40628941758586 | |
| 0.0 | 58.15928133485792 | |
| 1.0 | 77.32579428793152 | |
| 1.0 | 9.561302257310695 | |
| 0.0 | 16.4948767318244 | |
| 1.0 | 59.030577878024026 | |
| 0.0 | 145.85168276189455 | |
| 1.0 | 63.16987281406752 | |
| 0.0 | 33.74779209712201 | |
| 1.0 | 4.292189704046681 | |
| 0.0 | 49.523787454122875 | |
| 0.0 | 21.016954028495523 | |
| 1.0 | 31.896233596592367 | |
| 1.0 | 108.92568433612833 | |
| 0.0 | 15.226931232390553 | |
| 1.0 | 51.217643590687736 | |
| 0.0 | 44.69029337366244 | |
| 0.0 | 25.762277955781737 | |
| 1.0 | 88.51354340702291 | |
| 1.0 | 37.21118690575824 | |
| 0.0 | 78.71255288992452 | |
| 1.0 | 35.75762603107916 | |
| 0.0 | 10.2857556810495 | |
| 1.0 | 104.68543214036683 | |
| 0.0 | 37.79386692628005 | |
| 1.0 | 107.79976360743773 | |
| 1.0 | 45.1260456130423 | |
| 1.0 | 5.281491873791186 | |
| 1.0 | 51.015875674095035 | |
| 0.0 | 28.019299342596188 | |
| 1.0 | 52.86530478256546 | |
| 0.0 | 64.72974561373279 | |
| 1.0 | 70.16624524274371 | |
| 1.0 | 19.82710477775219 | |
| 1.0 | 42.565162955029884 | |
| 0.0 | 166.02062966281684 | |
| 0.0 | 97.32277899676436 | |
| 1.0 | 1.0720726853973432 | |
| 0.0 | 24.00319043008826 | |
| 0.0 | 38.03406161691619 | |
| 0.0 | 44.43094587269769 | |
| 0.0 | 38.622113716070835 | |
| 1.0 | 111.69827644161492 | |
| 1.0 | 29.70418834155871 | |
| 1.0 | 124.45024984634594 | |
| 0.0 | 28.198368119290716 | |
| 0.0 | 164.12879911175463 | |
| 1.0 | 53.59842129842709 | |
| 1.0 | 17.563090527542695 | |
| 0.0 | 50.43969817711533 | |
| 1.0 | 55.937167622271964 | |
| 1.0 | 34.82616546889559 | |
| 0.0 | 53.59958904210899 | |
| 0.0 | 33.938658509037744 | |
| 0.0 | 27.332398822957387 | |
| 1.0 | 53.28814753300981 | |
| 1.0 | 60.19705754468353 | |
| 1.0 | 54.534236917901694 | |
| 1.0 | 77.46455087076062 | |
| 1.0 | 36.80445904774467 | |
| 1.0 | 88.61252383994412 | |
| 1.0 | 32.29935046664074 | |
| 1.0 | 12.126597033014328 | |
| 0.0 | 36.065878498718725 | |
| 1.0 | 23.009099839371945 | |
| 0.0 | 6.728845941880664 | |
| 1.0 | 77.00851897871357 | |
| 1.0 | 70.70394401983081 | |
| 1.0 | 63.937542287540516 | |
| 1.0 | 42.49031062790759 | |
| 1.0 | 52.76048999669565 | |
| 0.0 | 162.11484465895978 | |
| 0.0 | 45.66998268884286 | |
| 0.0 | 56.651549567659046 | |
| 1.0 | 54.24601380251597 | |
| 0.0 | 70.8904234654812 | |
| 0.0 | 14.838639914408317 | |
| 0.0 | 77.5984383768026 | |
| 1.0 | 12.377548890301757 | |
| 1.0 | 34.585720756033105 | |
| 0.0 | 24.565855392882398 | |
| 0.0 | 20.487674278709438 | |
| 0.0 | 36.53648308823873 | |
| 1.0 | 55.31866312895218 | |
| 0.0 | 4.116466525677775 | |
| 1.0 | 61.34431857878286 | |
| 1.0 | 19.231154259947157 | |
| 0.0 | 124.26158623272681 | |
| 1.0 | 26.225547156631173 | |
| 0.0 | 15.846255357390387 | |
| 1.0 | 9.68436202815613 | |
| 0.0 | 90.73293628122728 | |
| 0.0 | 32.90692871495585 | |
| 1.0 | 24.82363660478316 | |
| 1.0 | 6.566968110853683 | |
| 1.0 | 40.32937898492948 | |
| 1.0 | 61.43328771699228 | |
| 0.0 | 21.05062593401245 | |
| 1.0 | 40.15556486034383 | |
| 1.0 | 26.66667062392924 | |
| 1.0 | 42.935028713892756 | |
| 0.0 | 82.10551089667959 | |
| 0.0 | 25.93999658556834 | |
| 0.0 | 77.8288215648011 | |
| 1.0 | 112.21088777346706 | |
| 1.0 | 37.59715871099459 | |
| 1.0 | 66.02901878941321 | |
| 1.0 | 9.404001041088145 | |
| 1.0 | 19.466849805830204 | |
| 1.0 | 53.91334060065407 | |
| 1.0 | 80.9301145984941 | |
| 1.0 | 28.804561339830297 | |
| 0.0 | 73.60609237594628 | |
| 0.0 | 52.9106735711224 | |
| 0.0 | 45.54982832932488 | |
| 0.0 | 41.27987447968171 | |
| 1.0 | 36.046644399690166 | |
| 0.0 | 49.181883755513645 | |
| 0.0 | 7.959473114196329 | |
| 0.0 | 39.77227792450899 | |
| 0.0 | 76.58841158752512 | |
| 0.0 | 32.51608719910069 | |
| 1.0 | 20.730248314948803 | |
| 1.0 | 48.205403656169544 | |
| 1.0 | 34.30348044081536 | |
| 0.0 | 67.98727633582925 | |
| 0.0 | 97.78307185897829 | |
| 0.0 | 33.85874206006851 | |
| 1.0 | 55.15368396280782 | |
| 1.0 | 11.556941734131897 | |
| 1.0 | 37.94291677752714 | |
| 0.0 | 33.80039619527733 | |
| 1.0 | 36.29323590104504 | |
| 0.0 | 72.72365337516644 | |
| 0.0 | 58.82072467821708 | |
| 1.0 | 1.7294200686139354 | |
| 1.0 | 58.7278422861593 | |
| 1.0 | 28.842040232279796 | |
| 0.0 | 9.802992534547823 | |
| 0.0 | 53.21512006115684 | |
| 0.0 | 80.30730946312204 | |
| 0.0 | 37.39655470243637 | |
| 1.0 | 11.78061284694175 | |
| 1.0 | 58.69888295179433 | |
| 1.0 | 11.96034406767177 | |
| 1.0 | 26.936785457973883 | |
| 0.0 | 81.72178625848177 | |
| 1.0 | 15.170758965811281 | |
| 0.0 | 59.58494269839766 | |
| 0.0 | 147.05939769797882 | |
| 1.0 | 67.06304959480013 | |
| 1.0 | 33.012003590229284 | |
| 0.0 | 56.60842494624836 | |
| 1.0 | 68.40215359347806 | |
| 0.0 | 101.33381584230767 | |
| 1.0 | 55.166316989398055 | |
| 1.0 | 14.749055269726648 | |
| 0.0 | 76.47549731301422 | |
| 1.0 | 9.701065165346986 | |
| 1.0 | 75.8479320679377 | |
| 1.0 | 22.09626900127661 | |
| 0.0 | 26.051177166596247 | |
| 0.0 | 59.30264151342131 | |
| 1.0 | 108.5817255969483 | |
| 1.0 | 64.46860779670605 | |
| 1.0 | 46.22974441760531 | |
| 0.0 | 38.095591599660594 | |
| 1.0 | 37.86465307586781 | |
| 0.0 | 69.66105395515159 | |
| 1.0 | 18.37528276280771 | |
| 1.0 | 81.49650154920775 | |
| 1.0 | 60.25455306869326 | |
| 1.0 | 9.394135082092788 | |
| 1.0 | 89.02776342438517 | |
| 1.0 | 44.20557443995509 | |
| 0.0 | 23.699827082398446 | |
| 0.0 | 27.714565567142103 | |
| 1.0 | 30.25233567966658 | |
| 0.0 | 115.64626288180683 | |
| 0.0 | 14.36428096920063 | |
| 1.0 | 5.651070084902283 | |
| 1.0 | 143.05261824300047 | |
| 0.0 | 38.065458163372085 | |
| 1.0 | 2.5978290317074046 | |
| 0.0 | 108.50668010076005 | |
| 0.0 | 25.934329908955213 | |
| 1.0 | 35.99233229469997 | |
| 1.0 | 35.387882123838295 | |
| 1.0 | 76.60565586072622 | |
| 1.0 | 45.98910082453492 | |
| 0.0 | 16.86641090160227 | |
| 1.0 | 40.112906387394936 | |
| 1.0 | 4.899944650872846 | |
| 0.0 | 39.65176147469762 | |
| 0.0 | 23.01900107081525 | |
| 1.0 | 17.499934309733092 | |
| 0.0 | 5.057002012647366 | |
| 1.0 | 23.254197366406633 | |
| 0.0 | 60.6031719744636 | |
| 1.0 | 25.220310629824162 | |
| 0.0 | 61.79229313062321 | |
| 0.0 | 14.553495294090176 | |
| 1.0 | 34.00193788307617 | |
| 0.0 | 89.84025382486419 | |
| 0.0 | 30.54391760766068 | |
| 1.0 | 16.098634834274208 | |
| 1.0 | 47.12968048565317 | |
| 1.0 | 7.383780072963724 | |
| 0.0 | 36.02383945060308 | |
| 0.0 | 22.594756522860095 | |
| 1.0 | 27.91354931380298 | |
| 0.0 | 58.49508451408326 | |
| 1.0 | 46.81290339547729 | |
| 1.0 | 26.814670391919677 | |
| 0.0 | 44.84841796856602 | |
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| 1.0 | 39.957736206436465 | |
| 0.0 | 10.334576341811637 | |
| 0.0 | 136.0600102932034 | |
| 0.0 | 26.965294392846918 | |
| 1.0 | 66.76651176633052 | |
| 0.0 | 73.2168493186819 | |
| 0.0 | 28.868526286631784 | |
| 1.0 | 40.43953340438987 | |
| 0.0 | 78.23528607600527 | |
| 1.0 | 20.456095097610035 | |
| 1.0 | 45.71739121550844 | |
| 1.0 | 45.09589992752724 | |
| 0.0 | 15.635084313406278 | |
| 0.0 | 69.9916040409798 | |
| 0.0 | 7.796868261728125 | |
| 1.0 | 15.236624392458891 | |
| 0.0 | 92.49380670086605 | |
| 0.0 | 44.27702244711187 | |
| 1.0 | 46.40962243294929 | |
| 1.0 | 71.7649788426861 | |
| 1.0 | 6.816850060289157 | |
| 0.0 | 36.336127174654365 | |
| 1.0 | 3.7517900147000147 | |
| 1.0 | 68.9237011425216 | |
| 1.0 | 37.31982443579244 | |
| 0.0 | 77.46117560088612 | |
| 1.0 | 62.12722951260592 | |
| 1.0 | 42.80149301614722 | |
| 0.0 | 61.73807444429576 | |
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| 0.0 | 49.715504584336195 | |
| 0.0 | 87.08023860668905 | |
| 1.0 | 45.69168149513981 | |
| 1.0 | 31.4408530246574 | |
| 1.0 | 55.382843511945154 | |
| 0.0 | 67.11780160678487 | |
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| 0.0 | 109.06844783473105 | |
| 1.0 | 21.180257180594612 | |
| 1.0 | 60.944515769197736 | |
| 1.0 | 16.27960446645282 | |
| 1.0 | 70.94558753159062 | |
| 1.0 | 32.83137219727561 | |
| 1.0 | 41.00211598094161 | |
| 1.0 | 15.443091638278103 | |
| 0.0 | 17.892751333997854 | |
| 1.0 | 46.40911271094803 | |
| 1.0 | 13.922921813362995 | |
| 1.0 | 78.13693335704929 | |
| 0.0 | 24.784042557551423 | |
| 1.0 | 19.398698773814058 | |
| 1.0 | 44.035803414555446 | |
| 1.0 | 44.113305676464364 | |
| 0.0 | 49.13265310754858 |
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