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Final LB Best sub LB Late sub LB Top 1000 subs Kaggle competition page

Best public scores and final private scores

Score race among top 10 teams

Final leaderboard

Showing 388/388 top teams on final LB.
Public Private Shake Medal Team name Team ID Public score Private score Total subs
49 1 48 Gold Towards Robust-Optimal Le.. ○○○ 485743 0.768850582580743 1.0623434273554393 35
31 2 29 Gold Liu 479874 0.6893051210675039 1.0899112158536053 5
11 3 8 Gold clsfishbetter 490963 0.5326118169076286 1.1390681055396332 7
7 4 3 Gold Chicken of the Sea ○○○○ 488231 0.5108967004255481 1.1881779855998222 28
4 5 -1 Gold SYSU_HCPLab ○○○○○ 406390 0.4301113214484701 1.2309981697567989 15
9 6 3 Gold Alpha Fish ○○○○ 472153 0.5234138979371621 1.2357207470392586 2
5 7 -2 Gold bestfitting 430272 0.4979856193375168 1.2421867389930743 13
3 8 -5 Gold Felix Yu 441065 0.429227137276415 1.2441659300028476 8
18 9 9 Gold Zsolt Vadaszi 443937 0.5871077021068196 1.2964350888074856 7
12 10 2 Gold deepsense.io ○○○○○ 445987 0.5428853520213611 1.3199442664564065 15
26 11 15 Gold Starwalkers ○○ 413015 0.6612861972237352 1.320653759015066 11
21 12 9 Gold Random Fitting ○○ 425308 0.601847248682188 1.3308209260826158 3
53 13 40 Gold sergejC 455445 0.7742533148965791 1.3465863122548294 2
22 14 8 Gold Shai 411512 0.6085890860017601 1.3498691749470382 4
16 15 1 Silver yingxiaowei 485804 0.5769360912745779 1.3617474582399685 16
17 16 1 Silver EBW247@Mizzou ○○ 444128 0.5777955276849565 1.3868269462394018 5
25 17 8 Silver nodalpoints ○○○ 436835 0.6519479207676179 1.3897659993394549 11
46 18 28 Silver MIL_MNTK ○○○○ 418235 0.7606624854078406 1.4079631793514835 17
55 19 36 Silver Vladislav Kassym 455290 0.786427512285067 1.4254546150005163 2
19 20 -1 Silver 东方红,太阳升 ○○ 411095 0.5948488546579727 1.4776296008765366 8
140 21 119 Silver outrunner 539490 0.9496401624896672 1.4975648158565775 17
42 22 20 Silver DBaranchuk 450177 0.7403480689613277 1.5201798614901163 3
113 23 90 Silver Rubber Duckies ○○ 411553 0.8932668571433438 1.5302413783805984 1
37 24 13 Silver mokp 464544 0.7230479187589612 1.5367718444260945 3
59 25 34 Silver WMW 445090 0.7952727085178248 1.5455211422260218 8
139 26 113 Silver carl 407230 0.9406154734339692 1.5612552817523853 14
58 27 31 Silver liuyuan 427677 0.7941059131876141 1.5640724010027145 2
61 28 33 Silver Hugo | Humberto | Marcelo ○○○ 409829 0.7986307400060002 1.5794894687754142 6
73 29 44 Silver wenyong-h 490800 0.835237490023857 1.5815763538719791 2
14 30 -16 Silver So long and thanks for al.. ○○ 437944 0.5652981885336839 1.5857625316855584 10
1 31 -30 Silver gofish ○○ 437049 0.29535445393790305 1.6039923715926447 5
34 32 2 Silver BuryBuryZymon ○○ 539212 0.7072151315628128 1.6050173370669707 1
10 33 -23 Silver daoliker 443895 0.5280871377034919 1.6121023118716369 2
35 34 1 Silver Andrey Ostapets 415669 0.7081225077618186 1.6142945338102446 2
121 35 86 Silver Clickbait ○○○○○○ 461479 0.9083736686640396 1.6149760128236017 18
6 36 -30 Silver Wait for the shakeup... 457779 0.5068402554518939 1.624981834393897 4
183 37 146 Silver hitman47 529563 1.0409253627446626 1.6330991845409986 15
29 38 -9 Silver MCC 407482 0.6755489002363363 1.6408940803003669 4
95 39 56 Silver StuartLu 530636 0.8719671571156797 1.6503252928709355 10
86 40 46 Silver ¸.·´¯`·.´¯`·.¸¸.·´¯`·.¸. .. 407060 0.8566067967096738 1.6516307606362697 2
13 41 -28 Silver 213 ○○ 451610 0.5593304439780432 1.6548047143404672 9
118 42 76 Silver Kirill Makukhin 429009 0.9043773697772554 1.6697606426402405 2
355 43 312 Silver insist 421717 1.6468881220520557 1.6787362342841383 6
327 44 283 Silver DataStunner 421290 1.6435497145042313 1.6816208101401866 12
356 45 311 Silver Peng Liu 536480 1.650173582328213 1.6827673431762815 11
250 46 204 Silver Marek 515553 1.1674506838612706 1.68584295186268 12
342 47 295 Silver Mike Kim 526103 1.6461056877049842 1.6870457449794631 4
330 48 282 Silver Vetri Box 520882 1.6461056877049842 1.688245981955382 2
331 49 282 Silver NxGTR 406266 1.6461056877049842 1.688245981955382 1
44 50 -6 Silver 菜鸡啄米 ○○○○ 426678 0.7522444450280461 1.688245981955382 3
332 51 281 Silver Vihang Patil 459071 1.6461056877049842 1.688245981955382 2
333 52 281 Silver SarthakYadav 437916 1.6461056877049842 1.688245981955382 1
334 53 281 Silver Cowboys ○○ 458608 1.6461056877049842 1.688245981955382 2
313 54 259 Silver MIL_baseline 431671 1.4644668181953422 1.688245981955382 3
335 55 280 Silver Fisicoloco ○○○ 431011 1.6461056877049842 1.688245981955382 1
336 56 280 Silver Vladimir Larin 433261 1.6461056877049842 1.688245981955382 2
337 57 280 Silver ChipMonkey 516148 1.6461056877049842 1.688245981955382 1
338 58 280 Silver VRai 585319 1.6461056877049842 1.688245981955382 23
339 59 280 Silver 不拿群众的一分一秒 487090 1.6461056877049842 1.688245981955382 7
170 60 110 Silver zacks 433519 1.0227339601532002 1.688245981955382 2
292 61 231 Silver Niranjan Kumar Nakkala 409103 1.316735201513837 1.688245981955382 3
210 62 148 Silver MaciejOsowski 505440 1.0937821566733597 1.688245981955382 9
341 63 278 Silver zkDL 415048 1.6461056877049842 1.688245981955382 1
57 64 -7 Silver KennethKihara 411602 0.7914160579744899 1.688245981955382 1
343 65 278 Silver Santanu 437276 1.6461056877049842 1.688245981955382 2
344 66 278 Silver Wnoise 593389 1.6461056877049842 1.688245981955382 1
345 67 278 Silver Mehdi Pedram 546630 1.6461056877049842 1.688245981955382 1
346 68 278 Silver NoemieVossTeam ○○ 467251 1.6461056877049842 1.688245981955382 2
347 69 278 Silver Toni Lozano Bagén 414687 1.6461056877049842 1.688245981955382 2
348 70 278 Silver anokas 406154 1.6461056877049842 1.688245981955382 1
201 71 130 Silver Harw 453235 1.065151834643722 1.688245981955382 2
349 72 277 Silver Eyyup 532379 1.6461056877049842 1.688245981955382 4
350 73 277 Silver Kiwi 592861 1.6461056877049842 1.688245981955382 1
351 74 277 Silver Pony revolution ○○ 442630 1.6461056877049842 1.688245981955382 8
352 75 277 Silver NikolaiK. ○○ 523976 1.6461056877049842 1.688245981955382 2
353 76 277 Silver Mark Peng 541511 1.6461056877049842 1.688245981955382 1
324 77 247 Silver elad zalait 427843 1.5829878935992934 1.688245981955382 13
66 78 -12 Silver Armin 451206 0.8122706874501155 1.6945742572308469 2
252 79 173 Silver Vladimir 561728 1.1799529364550692 1.6978929921919483 17
64 80 -16 Silver jrao 552259 0.8108145632151897 1.7023707472315277 4
27 81 -54 Silver DennisSakva 458392 0.6666618318846959 1.703189040717958 7
320 82 238 Silver Willie Liao 483409 1.5036285612868248 1.7083231754077337 2
23 83 -60 Silver Fishy RSeaNN ○○○○○○ 567751 0.6101423108707899 1.709654831373041 12
323 84 239 Silver john 431075 1.5732405531783349 1.7098808118551103 25
38 85 -47 Silver Alexander Popov 431418 0.7266876845906188 1.7126671908160433 26
167 86 81 Silver RKR 410710 1.0089455330234354 1.7181381598037024 6
311 87 224 Silver Mark Chatters 454788 1.4587470856920222 1.7197442408943406 2
2 88 -86 Silver Never Give Up 424581 0.3340878404250226 1.7265724216710716 7
296 89 207 Silver HalfLife ○○○ 429971 1.3454594378436469 1.7272064865982932 5
359 90 269 Silver Lyalikov Artyom 409833 1.7288553550364787 1.734231241438058 8
358 91 267 Silver zhenglab 411774 1.7128412165378923 1.734523720139402 34
36 92 -56 Silver GangC ○○ 442569 0.7186309305538483 1.7371205736666138 7
284 93 191 Silver joconnor 406222 1.2726744051855432 1.743369334790721 2
30 94 -64 Silver Deep Retina 452499 0.6833157882511061 1.7496813118495635 2
308 95 213 Silver ADP_NDP 435819 1.4288432279442662 1.7563573394855732 6
33 96 -63 Silver ijinmao 495499 0.6949274432828771 1.7577911986237458 17
122 97 25 Silver kubilai 454919 0.9116908087191109 1.7596832005843477 5
243 98 145 Silver Alex Kamovitch 443385 1.1555084821048318 1.7606243640416286 3
50 99 -49 Silver (><) 405863 0.7707108294995347 1.760680920817683 4
75 100 -25 Silver McFishterfers ○○ 504683 0.8413726504520814 1.7729630562485357 5
98 101 -3 Silver SC2 ○○ 578650 0.8738807522326191 1.7755600824341429 2
127 102 25 Silver Alexey Matveev 592750 0.9172773447586634 1.7814376572530473 13
41 103 -62 Silver Cataria 438522 0.7378886198879794 1.7831768156435617 16
329 104 225 Silver Christopher C Thompson 472162 1.646105210099885 1.7840007724920093 2
148 105 43 Silver Xinyu Dong 499322 0.965254328652668 1.7850950447733644 7
82 106 -24 Silver nfiniity ○○ 409162 0.8473893116455898 1.7854659762918341 5
282 107 175 Silver Recep Esen 530312 1.2689181205554008 1.7897337965860043 5
149 108 41 Silver DrEyebrows 460274 0.9658121652114808 1.794228293263036 10
244 109 135 Silver argo 516677 1.1573670825535407 1.7959949251570424 5
92 110 -18 Silver Corwin 564357 0.8653791691728604 1.7976003740345303 5
190 111 79 Silver KazAnova 457947 1.0478210203472154 1.799789365763541 4
88 112 -24 Silver Konstantin Lopuhin 412038 0.8613101915732827 1.8004666532326854 12
234 113 121 Silver ak2 451719 1.1273833095951962 1.800804767248559 7
226 114 112 Silver MetinTurgal 576914 1.120979373261059 1.8078331653064863 10
224 115 109 Bronze Vicens Gaitan 444050 1.1158180146573071 1.810819351412128 5
97 116 -19 Bronze pierre dodin 406389 0.8725262726324519 1.8159928361123452 1
47 117 -70 Bronze Senyao Du 418909 0.7644083141499275 1.8189663248623709 9
114 118 -4 Bronze goodmorningdave 430803 0.8961896038900956 1.8193537567681373 1
166 119 47 Bronze Praveen Adepu 445237 1.0054126594887929 1.8197732896603729 5
28 120 -92 Bronze SquareFish ○○ 433079 0.6681208416641209 1.8260494368208968 5
196 121 75 Bronze andrekos 417895 1.0533028820227242 1.8295726979425129 4
254 122 132 Bronze BigAITuna ○○○○○ 461530 1.181026927235708 1.832275301698645 7
69 123 -54 Bronze MICHAEL ZHAO ○○ 454182 0.820464332247613 1.833254958852458 6
62 124 -62 Bronze Denis Sokolov 568186 0.8076381604498721 1.835209135856652 4
309 125 184 Bronze Sea Through Data ○○ 407839 1.4307176718286632 1.8378362167571332 5
187 126 61 Bronze Ovio 444213 1.04574495520762 1.8407958198744852 3
202 127 75 Bronze cssg 513621 1.0693414448439529 1.8446033232898933 5
319 128 191 Bronze Holger Schuler 572180 1.4734538694089012 1.8448291228643687 5
253 129 124 Bronze Women Power ○○○○ 431964 1.1806998229710193 1.8456835982397062 1
71 130 -59 Bronze CV626 ○○○ 412659 0.8301585694733598 1.8476147600617645 1
280 131 149 Bronze ahb1 467422 1.266065245805635 1.8494848941587243 4
312 132 180 Bronze mannuM 487112 1.4602372930932546 1.8512973373130368 8
164 133 31 Bronze ZepplinRules 450766 1.0049966693787151 1.855265476979672 2
153 134 19 Bronze PradeepG 500834 0.9744441536444745 1.8553398298384456 8
39 135 -96 Bronze swordFish-|Anjith|Happy|A.. ○○○ 406621 0.7288885450760381 1.8569538000477293 9
154 136 18 Bronze skydream 424686 0.9755232458372026 1.85871044598165 2
276 137 139 Bronze DimaSakovich 480604 1.2429200414043868 1.862062398597736 5
235 138 97 Bronze HealthActuary 461117 1.1289336127479086 1.8637186271434616 5
134 139 -5 Bronze Dan Shoutis 593769 0.9298445165651712 1.8655356824793443 10
177 140 37 Bronze zhongtian 467752 1.034923317803978 1.8671038631264092 20
213 141 72 Bronze justart 452305 1.0984400762285955 1.8672471445470231 8
185 142 43 Bronze Blackjack 569360 1.0433896342927935 1.8687311660631571 2
258 143 115 Bronze Spicy Kimchi 459705 1.1910820792754466 1.8722495683233205 16
105 144 -39 Bronze KMen 431114 0.8829028115459655 1.874730115960916 2
54 145 -91 Bronze Finding Bruce (Nemo 3) ○○○ 433789 0.780797130371552 1.8752097843078959 5
123 146 -23 Bronze Janos 425520 0.9138652327648044 1.8779950908198768 10
275 147 128 Bronze PatrickHess 453826 1.2424923816579692 1.880200032272128 4
299 148 151 Bronze ingoraum 457067 1.3679591483448543 1.8833907644711367 7
70 149 -79 Bronze Daniel S. 521806 0.8287344922733461 1.88384654296969 7
212 150 62 Bronze Image Gurus ○○○ 434019 1.097095612725849 1.8868457670080383 5
204 151 53 Bronze nejovo 434504 1.0762210890113 1.8868623649965293 4
198 152 46 Bronze shujian 514986 1.0622740981986492 1.8935431577925 2
156 153 3 Bronze JandJ 450213 0.9861302038685891 1.895499058541448 4
87 154 -67 Bronze rsent 520254 0.856687198707519 1.8956493234642369 25
91 155 -64 Bronze Mai Xuan Trang 429458 0.8633991252677529 1.8992783175900585 6
194 156 38 Bronze Luke Plewa 557198 1.0495916128671734 1.9000723742035328 10
182 157 25 Bronze Kelvcy 565577 1.0383365340176702 1.902414663774027 3
174 158 16 Bronze Sergey Zhitansky 442908 1.0287571981406074 1.9050248228467743 7
219 159 60 Bronze juandoso 406070 1.1053752731025532 1.9079989223370781 1
305 160 145 Bronze Those Guys ○○○○○○ 465938 1.3954758259239706 1.908235063666984 2
288 161 127 Bronze Gian12 471697 1.2995395909185958 1.9096084478731299 5
51 162 -111 Bronze A 409611 0.7720560577865899 1.9101804364354895 2
162 163 -1 Bronze HappyTry ○○○ 470016 0.9987541986901584 1.9107132777251112 3
15 164 -149 Bronze the fish is not enough ○○○ 406940 0.5722549702608174 1.9119737600671216 29
188 165 23 Bronze Pietro Marinelli 516050 1.0460617001518648 1.912253754394671 9
107 166 -59 Bronze ostegm 459767 0.8848429456052525 1.912473786965488 12
157 167 -10 Bronze ezchx 573225 0.9864791973979774 1.9133905782985003 14
236 168 68 Bronze JeffH 423286 1.129494297765037 1.9156133685861756 3
85 169 -84 Bronze Paul Lorenz 427125 0.8558451596786858 1.9162646229461544 2
263 170 93 Bronze kusa10 582515 1.2043699234906482 1.9185435363134742 11
125 171 -46 Bronze Ubique 507783 0.915952950416884 1.9191490909646665 3
65 172 -107 Bronze Ferris 474065 0.8109503680889132 1.920261560460869 1
257 173 84 Bronze No Guts No Glory 410336 1.1891553153749483 1.9214008624991887 1
138 174 -36 Bronze machhli ○○ 445533 0.934259399337352 1.9245752793971316 6
256 175 81 Bronze Xiao 587515 1.1819213701030662 1.9269099381242247 11
300 176 124 Bronze YanDu 469246 1.3709492454879981 1.9273453448685072 19
63 177 -114 Bronze PandaBambu 410548 0.8094470134384706 1.9297815188685543 1
45 178 -133 Bronze Hannes Rydén 583705 0.7538733247602529 1.931896390488387 1
179 179 Bronze xavier illa 520973 1.035810013046586 1.937512864315376 8
101 180 -79 Bronze HDKIM 439555 0.8770489373368808 1.9443203958235065 15
43 181 -138 Bronze RDizzl3 456470 0.749802776346763 1.9457108707594504 4
223 182 41 Bronze Bill S 489935 1.1144477971190143 1.9481868736700425 2
245 183 62 Bronze wildboar 517835 1.160465920114513 1.9557389571227144 7
200 184 16 Bronze Hyun Ook Ryu 423330 1.0650755399569911 1.9583731979412495 7
160 185 -25 Bronze CeShine Lee 519076 0.987859903292322 1.9590213987623029 8
317 186 131 Bronze QuangTeo 544919 1.4712066021662 1.9600445644887519 13
102 187 -85 Bronze _RiB_ 465468 0.8777790717338391 1.961920293059472 4
239 188 51 Bronze lewjae 560615 1.1327895239661545 1.9631146576993048 6
291 189 102 Bronze University of Waterloo - .. ○○ 493095 1.3116198359686193 1.9646786235348281 12
266 190 76 Bronze Du_Ki_Bo 527836 1.2113451390810857 1.9649667323133395 1
193 191 2 Bronze adurigne 505602 1.0495740827294937 1.9658393489593229 8
209 192 17 Bronze xi 480105 1.0858194359605309 1.9675973480352802 8
195 193 2 Bronze Panjtan 439524 1.0527316972136658 1.972935893119569 14
277 194 83 Bronze HS 476588 1.2554429622172327 1.973264753929873 7
281 195 86 Bronze makboc 439761 1.2671057573713824 1.97423047489073 17
158 196 -38 Bronze YangzheLiu 523505 0.9869069911262576 1.974240055193209 7
325 197 128 Bronze gavrand 406302 1.6382380761562532 1.974689829284973 5
56 198 -142 Bronze tinkerkraft ○○○ 458987 0.7906103734981056 1.9749226329262166 1
126 199 -73 Bronze Damodar 407196 0.9163658045225204 1.9768741923759852 3
227 200 27 Bronze Rares Barbantan 502895 1.1219821167187745 1.976919525425176 3
67 201 -134 Bronze DavidGbodiOdaibo 550623 0.8150308204837102 1.976972917104589 17
191 202 -11 Bronze McCroden 534009 1.0481053928254005 1.983242379755856 10
133 203 -70 Bronze w_________g 579143 0.9287897989865456 1.9846954312972152 14
211 204 7 Bronze ysaz 457769 1.0955371021759 1.9855424831575637 3
207 205 2 Bronze Arvind Srinivasa 571809 1.0847779965358433 1.9861738642463744 2
76 206 -130 Bronze ktts1031 568267 0.8419685944165232 1.990468247154299 4
96 207 -111 Bronze Bcottman 411565 0.8723122596855648 1.9904974726214129 3
169 208 -39 Bronze asdsf 558997 1.0225291525533284 1.9939191373276488 5
120 209 -89 Bronze Marco Herrero 556402 0.9071519832064792 1.9985253656328128 1
246 210 36 Bronze SanjayDeshpande ○○○ 451003 1.1605031170939395 1.999252291627302 6
279 211 68 Bronze stella 497772 1.2608850499401287 2.0008562658659734 7
301 212 89 Bronze zangyangguang 570350 1.37116961316367 2.0009279243984843 7
132 213 -81 Bronze knorthover 476502 0.9258585181977972 2.001093401575115 1
220 214 6 Bronze alijs 409929 1.1080040090919685 2.0040427284196283 5
215 215 Bronze WeicongSng 493708 1.1014675709642738 2.0066282444439083 3
249 216 33 Bronze GuillaumeDelorme 407434 1.1663376437528024 2.007783887630489 1
72 217 -145 Bronze kevin:) 521166 0.8329174723820797 2.010934855590315 2
271 218 53 Bronze Ivan Chernukha 547913 1.225514125622926 2.0109447778453857 2
306 219 87 Bronze SashimDIG ○○○ 411004 1.4072930873073366 2.011958905277531 6
83 220 -137 Bronze Fishy 454776 0.8499950169134954 2.0131204424002966 10
321 221 100 Bronze JP_smasher 592217 1.5045961442175513 2.0136985352881203 2
48 222 -174 Bronze GW CS/DS Team ○○○ 586852 0.7685720055705328 2.0139312805880127 5
283 223 60 Bronze HiromichiNomata 572839 1.2718519156845414 2.0142838247168133 2
146 224 -78 Bronze Christian Hirsch 439970 0.9604534614204572 2.014606901000933 2
180 225 -45 Bronze VincenzoLavorini 588207 1.037312128130074 2.0155716182889627 4
232 226 6 Bronze Aurora@🇫🇮 446727 1.12605991793355 2.015588721333861 5
231 227 4 Bronze Mohamamd Ali Manouchehri 509761 1.1236996610917065 2.0166837919188865 1
68 228 -160 Bronze West_Journey_Fantacy_ ○○○○○ 583552 0.8199779701559062 2.019898192977672 6
89 229 -140 Bronze Dmitry Zausaev 547343 0.8623985365869116 2.0202585885156115 10
205 230 -25 Roland Luethy 516922 1.0763767302818317 2.021798052205976 3
354 231 123 FuLin 555638 1.6461056877049842 2.0238037198092806 2
237 232 5 thonie 451020 1.1308539537195403 2.029011908535705 6
94 233 -139 clustifier 407418 0.8693658181747723 2.0311657460406867 13
159 234 -75 DatumX 430061 0.9869859458946943 2.0313216276880692 19
117 235 -118 Lecrin Technologies ○○ 413351 0.9034959106414832 2.0349099209473245 4
40 236 -196 Martin Wistuba 446672 0.7331805495821969 2.0381655930505698 2
368 237 131 mesarikaya 551393 2.0386965277339404 2.0395822832372565 1
161 238 -77 Amy Heinrich 442593 0.9896176562042482 2.039742509282336 1
365 239 126 BDataKnowmad 528201 1.9454360880970885 2.0406133875602435 1
110 240 -130 uhfband 430769 0.8894055300792728 2.042099221935376 3
135 241 -106 John 2 490678 0.9300121047905936 2.0482752711387304 7
79 242 -163 Reza Safdari 457456 0.8465190846851279 2.0501660639572274 3
112 243 -131 just fish it ○○○ 527813 0.8920695128251105 2.050409292430609 1
233 244 -11 LXNg 577969 1.126248685037276 2.0530388793995367 2
304 245 59 Semih Çelik 515947 1.3833504323136707 2.0536072818790188 24
130 246 -116 SA Lu 540216 0.9216882278414358 2.0547748139143107 27
222 247 -25 shs77 406605 1.1140735375711661 2.055632147838628 3
81 248 -167 oh my cod ○○○○○ 568464 0.8473291662593527 2.057284682262733 2
151 249 -98 Sam Roland 492103 0.9713100699789132 2.058169850073043 4
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379 381 -2 StanislavMinev 591669 5.150476307143997 10.515113184572735 5
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386 386 büşranurbülbül 536001 13.49918113134956 14.087181066740909 3
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388 388 boris kaggle 570138 18.374629042092657 18.04951607702464 20