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final_simulation.csv
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final_simulation.csv
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,customer_id,is_subscriber,is_impatient,queue_name,day,arrival_time,num_items_ordered,item1,item2,item3,item4,item5,item6,item7,departure_time,action,profit,wait_time
0,807,True,False,premium_queue,1,0.36832053414742955,1,2,0,0,0,0,0,0,1.3683205341474296,served,7.0,1.0
1,880,True,False,premium_queue,1,2.118906265131803,4,3,8,1,10,0,0,0,5.368906265131804,served,16.9,3.2500000000000004
2,153,True,False,premium_queue,1,2.9824425800370626,3,7,8,2,0,0,0,0,7.868906265131804,served,14.7,4.886463685094741
3,600,True,True,premium_queue,1,4.5752879965459075,1,7,0,0,0,0,0,0,8.075287996545907,served,2.8,3.499999999999999
4,538,True,False,premium_queue,1,6.499118794837958,3,5,7,1,0,0,0,0,9.575287996545907,served,11.1,3.0761692017079483
5,388,True,False,premium_queue,1,6.604088606244839,3,2,7,5,0,0,0,0,11.575287996545907,served,12.5,4.971199390301067
6,566,False,False,regular_queue,1,11.46752010042973,2,10,7,0,0,0,0,0,12.21752010042973,served,5.199999999999999,0.75
7,59,True,False,premium_queue,1,7.193813606657668,3,6,6,8,0,0,0,0,13.325287996545907,served,12.100000000000001,6.131474389888239
8,242,True,False,premium_queue,1,9.35171534995456,4,5,7,6,9,0,0,0,17.075287996545907,served,16.75,7.723572646591347
9,491,True,False,premium_queue,1,9.977591938719957,1,2,0,0,0,0,0,0,18.075287996545907,served,7.0,8.09769605782595
10,752,False,False,regular_queue,1,19.492091756853196,3,1,1,4,0,0,0,0,21.992091756853196,served,16.799999999999997,2.5
11,334,True,False,premium_queue,1,13.614748491453128,3,7,7,6,0,0,0,0,22.864748491453128,served,9.2,9.25
12,489,True,False,premium_queue,1,10.353315370903404,4,6,4,2,3,0,0,0,23.325287996545907,served,20.2,12.971972625642502
13,205,True,False,premium_queue,1,26.30278326471752,3,2,8,2,0,0,0,0,28.30278326471752,served,18.9,2.0
14,103,True,False,premium_queue,1,27.99476642909334,1,1,0,0,0,0,0,0,28.80278326471752,served,5.6,0.8080168356241799
15,956,False,False,regular_queue,1,30.259942453230515,3,3,1,6,0,0,0,0,33.009942453230515,served,13.2,2.75
16,624,True,False,premium_queue,1,32.012176686108894,3,7,3,4,0,0,0,0,36.012176686108894,served,12.399999999999999,4.0
17,916,True,True,premium_queue,1,33.950952017776636,3,7,10,1,0,0,0,0,37.262176686108894,served,10.799999999999999,3.311224668332258
18,224,True,True,premium_queue,1,35.03100640099175,2,2,5,0,0,0,0,0,38.762176686108894,served,9.7,3.7311702851171447
19,60,True,False,premium_queue,1,38.09160355396988,3,5,8,7,0,0,0,0,40.762176686108894,served,10.4,2.670573132139012
20,764,True,False,premium_queue,1,46.111888733962246,3,3,2,6,0,0,0,0,49.361888733962246,served,14.6,3.25
21,693,True,False,premium_queue,1,50.19787124997428,2,7,6,0,0,0,0,0,51.44787124997428,served,6.4,1.25
22,66,True,False,premium_queue,1,50.99526202480033,3,7,4,2,0,0,0,0,54.94787124997428,served,15.399999999999999,3.952609225173944
23,41,True,False,premium_queue,1,54.70605335092012,3,2,1,7,0,0,0,0,56.94787124997428,served,15.399999999999999,2.241817899054155
24,476,True,False,premium_queue,1,58.320597241855964,3,1,4,2,0,0,0,0,61.820597241855964,served,18.2,3.5
25,964,True,True,premium_queue,1,59.503080741172695,3,5,8,8,0,0,0,0,63.320597241855964,served,12.5,3.8175165006832685
26,41,True,False,premium_queue,1,60.305860719151006,4,8,2,4,2,0,0,0,67.32059724185596,served,24.5,7.014736522704958
27,830,True,False,premium_queue,1,65.92437494179444,4,7,6,6,2,0,0,0,69.57059724185596,served,17.0,3.646222300061524
28,681,True,False,premium_queue,1,69.7040947140034,2,7,1,0,0,0,0,0,70.7040947140034,served,8.399999999999999,1.0
29,179,True,False,premium_queue,1,70.17050822388298,2,10,3,0,0,0,0,0,72.4540947140034,served,6.4,2.2835864901204275
30,113,True,False,premium_queue,1,73.81304789728111,2,4,9,0,0,0,0,0,77.81304789728111,served,13.25,4.0
31,117,True,False,premium_queue,1,78.10133645691994,4,6,5,10,6,0,0,0,79.60133645691994,served,12.3,1.5
32,268,False,False,regular_queue,1,79.37130943714963,3,1,4,10,0,0,0,0,82.12130943714963,served,13.6,2.75
33,495,True,True,premium_queue,1,79.11300999419043,4,4,10,1,5,0,0,0,82.85133645691994,served,16.3,3.7383264627295034
34,194,True,False,premium_queue,1,80.5426584044467,3,6,8,6,0,0,0,0,84.60133645691994,served,12.1,4.05867805247324
35,170,True,False,premium_queue,1,85.1970162049697,1,10,0,0,0,0,0,0,85.4470162049697,served,2.4,0.25
36,510,False,False,regular_queue,1,83.84822590294256,4,4,5,4,7,0,0,0,86.84822590294256,served,16.7,3.0
37,114,True,True,premium_queue,1,87.72781711932285,3,3,6,2,0,0,0,0,90.97781711932285,served,14.6,3.25
38,929,True,False,premium_queue,1,89.02919407628823,2,1,6,0,0,0,0,0,92.22781711932285,served,9.2,3.1986230430346154
39,353,True,False,premium_queue,1,91.62475940573268,4,2,2,3,6,0,0,0,95.47781711932285,served,21.6,3.853057713590175
40,884,True,False,premium_queue,1,96.51285852435097,1,8,0,0,0,0,0,0,97.51285852435097,served,4.9,1.0
41,320,True,True,premium_queue,1,101.6992658452619,2,1,7,0,0,0,0,0,,balked,8.399999999999999,
42,374,True,False,premium_queue,1,98.77546362271941,4,3,1,7,5,0,0,0,101.77546362271941,served,15.099999999999998,3.0
43,86,True,False,premium_queue,1,100.36233469160939,1,10,0,0,0,0,0,0,102.02546362271941,served,2.4,1.6631289311100232
44,145,True,True,premium_queue,1,101.02136812481845,2,4,5,0,0,0,0,0,104.52546362271941,served,8.3,3.5040954979009626
45,549,True,False,premium_queue,1,101.6694590118572,4,10,3,3,3,0,0,0,106.27546362271941,served,14.4,4.606004610862215
46,225,True,False,premium_queue,1,106.93533203910081,2,5,7,0,0,0,0,0,107.93533203910081,served,5.5,1.0
47,761,True,False,premium_queue,1,107.55022927729827,2,7,3,0,0,0,0,0,109.93533203910081,served,6.8,2.3851027618025427
48,698,True,True,premium_queue,1,109.84173669808047,1,5,0,0,0,0,0,0,113.34173669808047,served,2.7,3.5
49,712,True,False,premium_queue,1,107.64112448503106,4,2,9,7,5,0,0,0,113.93533203910081,served,20.15,6.294207554069757
50,284,True,True,premium_queue,1,113.14562049885137,1,1,0,0,0,0,0,0,114.43533203910081,served,5.6,1.2897115402494421
51,733,True,False,premium_queue,1,117.39464925082198,2,3,7,0,0,0,0,0,119.39464925082198,served,6.8,2.0
52,812,False,False,regular_queue,1,116.854863874909,3,4,10,6,0,0,0,0,119.854863874909,served,11.6,3.0
53,31,True,False,premium_queue,1,119.03049759176251,2,8,7,0,0,0,0,0,120.89464925082198,served,7.7,1.8641516590594733
54,603,True,False,premium_queue,1,120.68630591927423,2,8,7,0,0,0,0,0,122.39464925082198,served,7.7,1.708343331547752
55,361,True,False,premium_queue,1,121.76189300723124,3,4,7,8,0,0,0,0,125.89464925082198,served,13.299999999999999,4.132756243590748
56,942,True,False,premium_queue,1,122.92911386611247,2,1,1,0,0,0,0,0,126.39464925082198,served,11.2,3.4655353847095114
57,614,True,False,premium_queue,1,123.97586669212352,2,6,7,0,0,0,0,0,127.64464925082198,served,6.4,3.6687825586984673
58,421,True,False,premium_queue,1,126.67206590962509,2,7,2,0,0,0,0,0,129.144649250822,served,9.8,2.472583341196909
59,72,True,True,premium_queue,1,127.011000459,2,4,5,0,0,0,0,0,131.644649250822,served,8.3,4.633648791821997
60,972,True,False,premium_queue,1,128.4072114890902,1,1,0,0,0,0,0,0,132.144649250822,served,5.6,3.7374377617317975
61,810,True,False,premium_queue,1,128.62881252349698,2,2,1,0,0,0,0,0,133.644649250822,served,12.6,5.0158367273250235
62,10,False,False,regular_queue,1,132.46351132454063,3,7,8,1,0,0,0,0,134.46351132454063,served,13.3,2.0
63,479,True,False,premium_queue,1,135.04570939828108,3,2,6,1,0,0,0,0,137.29570939828108,served,16.2,2.25
64,14,True,False,premium_queue,1,137.07323679534178,2,4,5,0,0,0,0,0,139.79570939828108,served,8.3,2.722472602939291
65,780,True,True,premium_queue,1,140.55478763499383,3,10,6,4,0,0,0,0,143.55478763499383,served,11.6,3.0
66,706,True,False,premium_queue,1,140.64263957019799,3,10,7,1,0,0,0,0,144.80478763499383,served,10.799999999999999,4.1621480647958435
67,276,True,True,premium_queue,1,142.21433886467645,2,4,6,0,0,0,0,0,147.55478763499383,served,9.2,5.34044877031738
68,639,True,True,premium_queue,1,148.35187275245306,3,2,6,6,0,0,0,0,150.10187275245306,served,14.2,1.75
69,830,True,True,premium_queue,1,153.41675007217776,1,1,0,0,0,0,0,0,153.91675007217776,served,5.6,0.5
70,605,True,False,premium_queue,1,154.49681172339373,3,6,7,2,0,0,0,0,156.74681172339373,served,13.4,2.25
71,905,True,False,premium_queue,1,157.44013670186618,4,4,2,4,2,0,0,0,160.44013670186618,served,25.2,3.0
72,573,True,False,premium_queue,1,157.45338563560017,2,10,4,0,0,0,0,0,162.69013670186618,served,8.0,5.2367510662660095
73,939,True,False,premium_queue,1,158.01314780920077,1,1,0,0,0,0,0,0,163.19013670186618,served,5.6,5.176988892665406
74,533,True,False,premium_queue,1,160.815505998318,3,7,5,7,0,0,0,0,164.19013670186618,served,8.3,3.3746307035481777
75,978,True,False,premium_queue,1,162.51697577373162,2,6,8,0,0,0,0,0,165.94013670186618,served,8.5,3.423160928134564
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290,58,True,True,premium_queue,2,106.95165681119511,2,7,3,0,0,0,0,0,111.95165681119511,served,6.8,5.0
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295,67,True,False,premium_queue,2,115.1306760186322,2,8,7,0,0,0,0,0,118.75612062903004,served,7.7,3.6254446103978353
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300,467,True,True,premium_queue,2,122.11563864384506,1,1,0,0,0,0,0,0,125.61563864384506,served,5.6,3.5
301,513,True,True,premium_queue,2,125.3046546392317,2,9,10,0,0,0,0,0,127.86563864384506,served,10.05,2.56098400461336
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304,477,True,False,premium_queue,2,129.14144014657447,3,2,7,5,0,0,0,0,132.86563864384505,served,12.5,3.724198497270578
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312,190,True,True,premium_queue,2,140.1772162908748,3,3,7,6,0,0,0,0,145.9272162908748,served,10.4,5.75
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324,84,True,False,premium_queue,2,157.2891953542792,3,5,8,8,0,0,0,0,164.80575622166663,served,12.5,7.516560867387426
325,235,True,False,premium_queue,2,159.0616634853312,3,1,1,5,0,0,0,0,165.80575622166663,served,13.899999999999999,6.744092736335432
326,49,True,False,premium_queue,2,160.41687751209992,1,6,0,0,0,0,0,0,169.16687751209992,served,3.6,8.75
327,716,True,False,premium_queue,2,159.24648439850338,3,4,9,2,0,0,0,0,170.80575622166663,served,20.25,11.559271823163243
328,984,True,False,premium_queue,2,161.31876663937962,2,4,7,0,0,0,0,0,171.81876663937962,served,8.399999999999999,10.5
329,991,True,False,premium_queue,2,167.40005065032824,4,2,2,2,4,0,0,0,174.81876663937962,served,26.6,7.418715989051378
330,345,True,False,premium_queue,2,167.98091993687405,2,7,7,0,0,0,0,0,176.48091993687405,served,5.6,8.5
331,537,True,False,premium_queue,2,167.61479501199474,4,1,6,6,4,0,0,0,178.06876663937962,served,18.4,10.453971627384874
332,807,True,False,premium_queue,2,171.29436964735598,3,5,10,5,0,0,0,0,178.81876663937962,served,7.8,7.5243969920236395
333,573,True,False,premium_queue,2,177.4617907244268,3,3,6,1,0,0,0,0,181.56876663937962,served,13.2,4.1069759149528124
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335,425,True,False,premium_queue,2,177.78176070486444,2,1,1,0,0,0,0,0,182.56876663937962,served,11.2,4.787005934515179
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339,40,True,False,premium_queue,2,188.0678481874142,2,1,3,0,0,0,0,0,190.0678481874142,served,9.6,2.0
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348,549,True,False,premium_queue,2,195.53907513480203,2,1,3,0,0,0,0,0,205.3178481874142,served,9.6,9.778773052612166
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352,666,True,False,premium_queue,2,211.79443490097927,2,7,7,0,0,0,0,0,212.29443490097927,served,5.6,0.5
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356,58,True,False,premium_queue,2,221.98143243385584,2,7,9,0,0,0,0,0,227.9496703743233,served,10.45,5.968237940467446
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360,614,True,False,premium_queue,2,233.86623713469007,3,8,10,4,0,0,0,0,240.41614164156593,served,12.9,6.549904506875862
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362,459,True,False,premium_queue,2,237.55587796701732,2,4,7,0,0,0,0,0,245.91614164156593,served,8.399999999999999,8.360263674548605
363,233,True,False,premium_queue,2,238.1226180330627,3,5,7,4,0,0,0,0,248.91614164156593,served,11.1,10.793523608503222
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365,244,True,False,premium_queue,2,243.5505465245189,1,8,0,0,0,0,0,0,252.5505465245189,served,4.9,9.0
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367,182,True,False,premium_queue,2,240.42031167888626,5,9,2,1,7,6,0,0,253.17031167888626,served,26.650000000000002,12.75
368,543,True,True,premium_queue,2,253.65103627670888,3,8,7,6,0,0,0,0,,balked,11.3,
369,30,True,False,premium_queue,2,244.9853525895904,2,7,2,0,0,0,0,0,254.4853525895904,served,9.8,9.5
370,659,True,False,premium_queue,2,245.49312105750906,4,6,2,2,2,0,0,0,255.24312105750906,served,24.6,9.75
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372,989,True,False,premium_queue,2,249.10673857399883,3,6,6,2,0,0,0,0,258.04605887653065,served,14.2,8.939320302531826
373,824,True,False,premium_queue,2,255.3257442422935,1,6,0,0,0,0,0,0,258.79605887653065,served,3.6,3.4703146342371554
374,310,True,False,premium_queue,2,258.87807128448316,4,1,6,6,8,0,0,0,261.12807128448316,served,17.7,2.25
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379,634,True,False,premium_queue,2,268.25576224276773,3,6,10,9,0,0,0,0,274.12807128448316,served,13.65,5.872309041715425
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382,59,True,False,premium_queue,2,277.47937819903115,3,3,6,3,0,0,0,0,,balked,11.6,
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386,482,True,False,premium_queue,2,272.45427463519064,4,7,5,8,4,0,0,0,280.62807128448316,served,16.0,8.173796649292512
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390,917,True,False,premium_queue,2,274.4836395879688,3,3,7,10,0,0,0,0,284.7336395879688,served,9.2,10.25
391,381,False,False,regular_queue,2,282.1991845878239,4,4,7,5,7,0,0,0,285.1991845878239,served,13.899999999999999,3.0
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963,848,True,True,premium_queue,5,28.164849478409682,3,6,10,4,0,0,0,0,33.82552231829556,served,11.6,5.66067283988588
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