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ranking_and_filtering/daily/classification/Wine_Quality_Dataset_B4/Wine_Quality_Dataset_B4_007/info.json

@@ -0,0 +1,86 @@
+{
+    "name": "Wine Quality Dataset",
+    "source": "https://www.kaggle.com/datasets/yasserh/wine-quality-dataset/data",
+    "data_intro": "This datasets is related to red variants of the Portuguese \"Vinho Verde\" wine.The dataset describes the amount of various chemicals present in wine and their effect on it's quality. The datasets can be viewed as classification or regression tasks. The classes are ordered and not balanced (e.g. there are much more normal wines than excellent or poor ones).Your task is to predict the quality of wine using the given data.",
+    "is_splited": false,
+    "overall_size": 1143,
+    "train_size": 0,
+    "test_size": 0,
+    "c_classes": 0,
+    "n_classes": 13,
+    "cat_feature_intro": {},
+    "num_feature_intro": {
+        "fixed acidity": "fixed acidity",
+        "volatile acidity": "volatile acidity",
+        "citric acid": "citric acid",
+        "residual sugar": "residual sugar",
+        "chlorides": "chlorides",
+        "free sulfur dioxide": "free sulfur dioxide",
+        "total sulfur dioxide": "total sulfur dioxide",
+        "density": "density",
+        "pH": "pH",
+        "sulphates": "sulphates",
+        "alcohol": "alcohol",
+        "quality": "the quality of wine(classes are ordered and imbalanced)",
+        "Id": "identifier for each sample"
+    },
+    "evaluation_metric": null,
+    "task_type": "classification",
+    "target": "quality",
+    "example": "https://www.kaggle.com/code/qusaybtoush1990/wine-quality",
+    "num_feature_value": {
+        "Id": [
+            0.0,
+            1597.0
+        ],
+        "alcohol": [
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+            14.9
+        ],
+        "chlorides": [
+            0.012,
+            0.611
+        ],
+        "citric acid": [
+            0.0,
+            1.0
+        ],
+        "density": [
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+            1.00369
+        ],
+        "fixed acidity": [
+            4.6,
+            15.9
+        ],
+        "free sulfur dioxide": [
+            1.0,
+            68.0
+        ],
+        "pH": [
+            2.74,
+            4.01
+        ],
+        "quality": [
+            3.0,
+            8.0
+        ],
+        "residual sugar": [
+            0.9,
+            15.5
+        ],
+        "sulphates": [
+            0.33,
+            2.0
+        ],
+        "total sulfur dioxide": [
+            6.0,
+            289.0
+        ],
+        "volatile acidity": [
+            0.12,
+            1.58
+        ]
+    },
+    "cat_feature_value": {}
+}

ranking_and_filtering/daily/classification/Wine_Quality_Dataset_B4/Wine_Quality_Dataset_B4_007/test.csv

@@ -0,0 +1,229 @@
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+9.2,0.46,0.23,2.6,0.091,18.0,77.0,0.99922,3.15,0.51,9.4,5,1225
+9.4,0.27,0.53,2.4,0.074,6.0,18.0,0.9962,3.2,1.13,12.0,7,377
+7.9,0.4,0.29,1.8,0.157,1.0,44.0,0.9973,3.3,0.92,9.5,6,773
+10.2,0.42,0.57,3.4,0.07,4.0,10.0,0.9971,3.04,0.63,9.6,5,56
+11.4,0.26,0.44,3.6,0.071,6.0,19.0,0.9986,3.12,0.82,9.3,6,280
+8.6,0.8,0.11,2.3,0.084,12.0,31.0,0.9979,3.4,0.48,9.9,5,677
+8.6,0.47,0.47,2.4,0.074,7.0,29.0,0.9979,3.08,0.46,9.5,5,654
+7.2,0.62,0.06,2.7,0.077,15.0,85.0,0.99746,3.51,0.54,9.5,5,860
+8.9,0.59,0.5,2.0,0.337,27.0,81.0,0.9964,3.04,1.61,9.5,6,226
+7.6,0.46,0.11,2.6,0.079,12.0,49.0,0.9968,3.21,0.57,10.0,5,717
+10.4,0.575,0.61,2.6,0.076,11.0,24.0,1.0,3.16,0.69,9.0,5,367
+10.0,0.35,0.47,2.0,0.061,6.0,11.0,0.99585,3.23,0.52,12.0,6,1149
+6.8,0.65,0.02,2.1,0.078,8.0,15.0,0.99498,3.35,0.62,10.4,6,1212
+6.8,0.785,0.0,2.4,0.104,14.0,30.0,0.9966,3.52,0.55,10.7,6,77
+8.8,0.24,0.54,2.5,0.083,25.0,57.0,0.9983,3.39,0.54,9.2,5,610
+10.0,0.38,0.38,1.6,0.1689999999999999,27.0,90.0,0.99914,3.15,0.65,8.5,5,1436
+9.1,0.4,0.5,1.8,0.071,7.0,16.0,0.99462,3.21,0.69,12.5,8,1061
+8.7,0.69,0.31,3.0,0.086,23.0,81.0,1.0002,3.48,0.74,11.6,6,493
+6.7,0.42,0.27,8.6,0.068,24.0,148.0,0.9948,3.16,0.57,11.3,6,649
+7.1,0.68,0.0,2.2,0.073,12.0,22.0,0.9969,3.48,0.5,9.3,5,158
+7.8,0.43,0.32,2.8,0.08,29.0,58.0,0.9974,3.31,0.64,10.3,5,337
+7.9,0.34,0.42,2.0,0.086,8.0,19.0,0.99546,3.35,0.6,11.4,6,1091
+11.6,0.23,0.57,1.8,0.074,3.0,8.0,0.9981,3.14,0.7,9.9,6,1060
+11.2,0.67,0.55,2.3,0.084,6.0,13.0,1.0,3.17,0.71,9.5,6,507
+8.1,1.33,0.0,1.8,0.0819999999999999,3.0,12.0,0.9964,3.54,0.48,10.9,5,127
+11.9,0.38,0.49,2.7,0.098,12.0,42.0,1.0004,3.16,0.61,10.3,5,531
+9.4,0.4,0.31,2.2,0.09,13.0,62.0,0.9966,3.07,0.63,10.5,6,115
+9.8,0.25,0.49,2.7,0.088,15.0,33.0,0.9982,3.42,0.9,10.0,6,520
+7.3,0.33,0.47,2.1,0.077,5.0,11.0,0.9958,3.33,0.53,10.3,6,150
+7.8,0.7,0.06,1.9,0.079,20.0,35.0,0.99628,3.4,0.69,10.9,5,1254
+7.5,0.41,0.15,3.7,0.104,29.0,94.0,0.99786,3.14,0.58,9.1,5,1138
+6.2,0.7,0.15,5.1,0.076,13.0,27.0,0.99622,3.54,0.6,11.9,6,1577
+9.0,0.43,0.34,2.5,0.08,26.0,86.0,0.9987,3.38,0.62,9.5,6,410
+10.5,0.24,0.42,1.8,0.077,6.0,22.0,0.9976,3.21,1.05,10.8,7,504
+9.4,0.685,0.26,2.4,0.0819999999999999,23.0,143.0,0.9978,3.28,0.55,9.4,5,771
+5.2,0.34,0.0,1.8,0.05,27.0,63.0,0.9916,3.68,0.79,14.0,6,144
+8.2,0.5,0.35,2.9,0.077,21.0,127.0,0.9976,3.23,0.62,9.4,5,190
+7.7,0.69,0.22,1.9,0.084,18.0,94.0,0.9961,3.31,0.48,9.5,5,72

ranking_and_filtering/daily/classification/Wine_Quality_Dataset_B4/Wine_Quality_Dataset_B4_007/test_current.csv

@@ -0,0 +1,16 @@
+fixed acidity,volatile acidity,citric acid,residual sugar,chlorides,free sulfur dioxide,total sulfur dioxide,density,pH,sulphates,alcohol,quality,Id
+10.1,0.37,0.34,2.4,0.085,5.0,17.0,0.99683,3.17,0.65,10.6,7,1035
+9.3,0.33,0.45,1.5,0.057,19.0,37.0,0.99498,3.18,0.89,11.1,7,1070
+10.5,0.51,0.64,2.4,0.107,6.0,15.0,0.9973,3.09,0.66,11.8,7,513
+8.8,0.33,0.41,5.9,0.073,7.0,13.0,0.99658,3.3,0.62,12.1,7,974
+7.7,0.58,0.01,1.8,0.088,12.0,18.0,0.99568,3.32,0.56,10.5,7,1029
+8.5,0.28,0.35,1.7,0.061,6.0,15.0,0.99524,3.3,0.74,11.8,7,1134
+7.6,0.31,0.34,2.5,0.0819999999999999,26.0,35.0,0.99356,3.22,0.59,12.5,7,1036
+8.9,0.4,0.32,5.6,0.087,10.0,47.0,0.9991,3.38,0.77,10.5,7,279
+8.9,0.48,0.53,4.0,0.1009999999999999,3.0,10.0,0.99586,3.21,0.59,12.1,7,1056
+8.1,0.38,0.28,2.1,0.066,13.0,30.0,0.9968,3.23,0.73,9.7,7,37
+8.3,0.31,0.39,2.4,0.078,17.0,43.0,0.99444,3.31,0.77,12.5,7,898
+8.7,0.33,0.38,3.3,0.063,10.0,19.0,0.99468,3.3,0.73,12.0,7,929
+9.1,0.3,0.34,2.0,0.064,12.0,25.0,0.99516,3.26,0.84,11.7,7,1007
+9.4,0.27,0.53,2.4,0.074,6.0,18.0,0.9962,3.2,1.13,12.0,7,377
+10.5,0.24,0.42,1.8,0.077,6.0,22.0,0.9976,3.21,1.05,10.8,7,504

ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_001/current.csv

@@ -0,0 +1,201 @@
+brand,model,year,price,transmission,fuelType,tax,mpg,engineSize
+Mercedes, A Class,2013,9480,Semi-Auto,Diesel,30,65.7,1.8
+Ford, Mondeo,2016,9990,Manual,Diesel,30,64.2,2.0
+Mercedes, CLS Class,2019,69995,Semi-Auto,Petrol,150,31.7,3.0
+Volkswagen, T-Roc,2020,33990,Semi-Auto,Petrol,145,32.5,2.0
+Mercedes, GLE Class,2019,55299,Semi-Auto,Diesel,145,32.8,3.0
+Volkswagen, Golf,2013,8199,Automatic,Diesel,30,62.8,1.6
+Hyundi, I10,2017,6991,Manual,Petrol,145,60.1,1.0
+Volkswagen, Polo,2015,8290,Manual,Petrol,20,60.1,1.0
+Volkswagen, Up,2020,10450,Manual,Petrol,145,54.3,1.0
+Audi, TT,2017,17445,Manual,Petrol,145,47.1,1.8
+Skoda, Octavia,2017,12650,Automatic,Petrol,145,57.7,1.4
+Ford, Ka+,2018,8888,Manual,Petrol,145,47.9,1.2
+Mercedes, E Class,2020,39980,Semi-Auto,Diesel,145,57.7,2.0
+Vauxhall, Viva,2018,8000,Semi-Auto,Petrol,145,62.8,1.0
+Mercedes, GLE Class,2020,58789,Semi-Auto,Diesel,145,32.5,2.9
+Ford, Fiesta,2016,10795,Automatic,Petrol,145,47.9,1.6
+Volkswagen, T-Roc,2020,27980,Manual,Petrol,145,42.2,1.5
+Skoda, Octavia,2016,14585,Manual,Diesel,30,62.8,2.0
+Ford, Fiesta,2019,18100,Manual,Petrol,145,55.4,1.0
+Vauxhall, Mokka,2016,8995,Manual,Petrol,160,44.8,1.4
+Ford, Puma,2020,23155,Manual,Petrol,145,50.4,1.0
+Vauxhall, Zafira,2017,10930,Manual,Petrol,200,41.5,1.4
+Ford, Kuga,2017,13500,Manual,Diesel,30,64.2,1.5
+Skoda, Octavia,2016,14495,Semi-Auto,Diesel,125,56.5,2.0
+Volkswagen, Polo,2016,12600,Manual,Petrol,150,47.0,1.8
+Vauxhall, Mokka X,2017,10890,Manual,Petrol,200,42.2,1.6
+Ford, Fiesta,2017,12192,Manual,Petrol,145,47.9,1.6
+BMW, X3,2018,36995,Semi-Auto,Petrol,145,34.5,3.0
+Hyundi, Tucson,2016,12498,Manual,Diesel,30,61.7,1.7
+BMW, 2 Series,2016,18950,Automatic,Petrol,260,37.2,3.0
+Mercedes, GLE Class,2016,30399,Semi-Auto,Diesel,235,42.8,3.0
+Audi, A1,2016,10330,Manual,Petrol,30,57.6,1.4
+Ford, Focus,2018,13441,Manual,Diesel,150,74.3,1.5
+Skoda, Fabia,2019,13876,Manual,Petrol,145,60.1,1.0
+Mercedes, GLA Class,2019,21380,Automatic,Petrol,150,37.2,1.6
+BMW, 5 Series,2019,27840,Semi-Auto,Petrol,145,50.4,2.0
+Volkswagen, Golf,2010,4995,Manual,Diesel,125,57.6,2.0
+Mercedes, C Class,2019,30995,Automatic,Diesel,145,57.7,2.0
+Ford, Focus,2018,13899,Manual,Diesel,145,80.7,1.5
+Vauxhall, Astra,2016,9298,Manual,Petrol,125,51.4,1.4
+Hyundi, I30,2019,14990,Manual,Petrol,145,45.6,1.0
+Vauxhall, Mokka,2015,6895,Manual,Diesel,30,60.1,1.7
+Vauxhall, Crossland X,2019,9995,Manual,Petrol,145,44.8,1.2
+BMW, 5 Series,2019,33980,Automatic,Diesel,145,53.3,3.0
+Volkswagen, Polo,2017,11299,Automatic,Petrol,20,60.1,1.2
+BMW, X3,2019,32250,Semi-Auto,Diesel,150,54.3,2.0
+Ford, Kuga,2018,14500,Manual,Diesel,145,54.3,1.5
+Hyundi, Kona,2018,21495,Automatic,Petrol,145,34.0,1.6
+Volkswagen, Polo,2016,8995,Manual,Petrol,20,60.1,1.0
+Audi, Q8,2019,49495,Automatic,Diesel,145,33.6,3.0
+Mercedes, E Class,2017,23250,Semi-Auto,Diesel,145,61.4,2.0
+Audi, Q2,2019,28490,Automatic,Petrol,145,33.2,2.0
+BMW, X4,2019,41999,Semi-Auto,Diesel,145,37.2,3.0
+Hyundi, I30,2015,6844,Manual,Petrol,145,47.1,1.4
+Audi, Q2,2017,16970,Manual,Petrol,125,50.4,1.4
+Vauxhall, Crossland X,2019,14294,Manual,Petrol,145,44.8,1.2
+Hyundi, Tucson,2019,18995,Manual,Petrol,145,34.9,1.6
+Mercedes, E Class,2017,19498,Semi-Auto,Diesel,150,72.4,2.0
+Hyundi, Ioniq,2019,20400,Automatic,Hybrid,135,78.5,1.6
+Vauxhall, Corsa,2019,11095,Manual,Petrol,145,44.8,1.4
+Vauxhall, Crossland X,2019,10499,Manual,Petrol,145,44.8,1.2
+Mercedes, GLC Class,2019,32480,Semi-Auto,Diesel,145,56.5,2.1
+Mercedes, C Class,2016,21499,Automatic,Diesel,30,65.7,2.1
+Audi, A3,2020,20499,Manual,Diesel,145,56.5,2.0
+BMW, X1,2017,18998,Semi-Auto,Diesel,145,55.4,2.0
+Ford, Kuga,2019,21997,Manual,Petrol,145,35.3,1.5
+Audi, TT,2019,25000,Semi-Auto,Petrol,145,39.8,2.0
+Mercedes, C Class,2015,15849,Semi-Auto,Diesel,30,64.2,2.1
+Mercedes, GLC Class,2019,32495,Semi-Auto,Diesel,145,44.8,2.0
+Toyota, Yaris,2019,11310,Manual,Petrol,145,47.9,1.5
+Vauxhall, Corsa,2015,7400,Manual,Petrol,125,53.3,1.2
+Vauxhall, Crossland X,2019,11498,Manual,Petrol,150,47.1,1.2
+Hyundi, Tucson,2017,13798,Manual,Diesel,30,61.7,1.7
+Toyota, Aygo,2019,8398,Manual,Petrol,150,56.5,1.0
+Mercedes, B Class,2020,23495,Manual,Petrol,145,45.6,1.3
+Vauxhall, Mokka X,2018,11131,Manual,Petrol,145,39.2,1.4
+Vauxhall, Crossland X,2019,14473,Manual,Petrol,145,47.1,1.2
+Audi, Q2,2020,23888,Manual,Petrol,145,43.5,1.5
+Skoda, Superb,2019,19798,Semi-Auto,Petrol,145,36.7,1.5
+Mercedes, C Class,2019,25999,Semi-Auto,Diesel,145,61.4,2.0
+BMW, 1 Series,2016,11819,Manual,Diesel,0,78.5,1.5
+Hyundi, Tucson,2018,13700,Manual,Petrol,150,35.3,1.6
+Audi, A1,2016,13995,Manual,Petrol,30,55.4,1.4
+Ford, B-MAX,2018,7991,Manual,Diesel,150,47.1,1.4
+BMW, 4 Series,2016,18000,Semi-Auto,Diesel,125,58.9,2.0
+Hyundi, I30,2020,15795,Manual,Petrol,145,45.6,1.0
+Vauxhall, Adam,2019,11000,Manual,Petrol,145,44.8,1.2
+Vauxhall, Insignia,2019,15298,Manual,Petrol,145,50.4,1.5
+Ford, Kuga,2017,13998,Manual,Diesel,150,60.1,2.0
+Vauxhall, Astra,2016,10300,Manual,Diesel,20,72.4,1.6
+Volkswagen, Golf,2016,13698,Manual,Diesel,20,67.3,2.0
+Audi, Q3,2019,29799,Manual,Diesel,145,42.8,2.0
+Ford, Fiesta,2019,13999,Manual,Petrol,145,55.4,1.0
+Ford, EcoSport,2019,17700,Manual,Petrol,145,51.4,1.0
+Mercedes, A Class,2018,23202,Semi-Auto,Petrol,145,53.3,1.3
+Toyota, Aygo,2018,7300,Manual,Petrol,145,69.0,1.0
+Ford, Grand Tourneo Connect,2016,11790,Manual,Diesel,30,64.2,1.5
+Ford, Focus,2015,8298,Manual,Diesel,20,67.3,1.6
+BMW, 1 Series,2017,12800,Manual,Petrol,125,53.3,1.5
+Vauxhall, Corsa,2019,8640,Manual,Petrol,145,43.5,1.4
+Skoda, Fabia,2019,12250,Manual,Petrol,145,61.4,1.0
+Skoda, Citigo,2014,5931,Manual,Petrol,20,62.8,1.0
+Skoda, Octavia,2017,17125,Manual,Diesel,145,62.8,2.0
+Volkswagen, Golf,2016,10490,Manual,Diesel,0,74.3,1.6
+Toyota, RAV4,2017,20990,Automatic,Hybrid,20,57.6,2.5
+Skoda, Octavia,2019,15490,Semi-Auto,Petrol,145,57.7,1.0
+Ford, Fiesta,2013,7495,Manual,Petrol,0,65.7,1.0
+BMW, 3 Series,2018,22482,Automatic,Diesel,145,60.1,2.0
+Mercedes, E Class,2015,19699,Automatic,Petrol,235,37.7,3.5
+Vauxhall, Astra,2014,6895,Manual,Diesel,125,58.9,2.0
+Toyota, Yaris,2019,13039,Manual,Petrol,145,47.9,1.5
+BMW, 5 Series,2019,31232,Semi-Auto,Hybrid,150,60.1,2.0
+Ford, EcoSport,2018,13280,Manual,Petrol,145,54.3,1.0
+BMW, X3,2019,30395,Semi-Auto,Petrol,145,30.4,2.0
+Vauxhall, Zafira,2017,10798,Manual,Petrol,145,41.5,1.4
+Mercedes, A Class,2017,13100,Manual,Diesel,145,65.7,2.1
+Audi, A1,2019,22500,Semi-Auto,Petrol,150,44.1,1.5
+Skoda, Octavia,2016,8795,Manual,Diesel,0,74.3,1.6
+Volkswagen, Golf,2017,12799,Manual,Diesel,0,74.3,1.6
+Volkswagen, Polo,2016,7250,Manual,Petrol,20,60.1,1.0
+Ford, Puma,2020,21999,Manual,Petrol,150,50.4,1.0
+Mercedes, GLA Class,2016,21595,Semi-Auto,Petrol,200,43.5,2.0
+Hyundi, IX20,2014,5945,Manual,Petrol,125,50.4,1.4
+Ford, B-MAX,2013,6999,Manual,Petrol,30,55.4,1.0
+Skoda, Yeti Outdoor,2017,12500,Manual,Petrol,125,51.4,1.2
+Toyota, Aygo,2017,7495,Manual,Petrol,145,68.9,1.0
+Mercedes, A Class,2019,18748,Automatic,Diesel,145,68.9,1.5
+Audi, RS6,2015,46465,Automatic,Petrol,325,29.4,4.0
+Mercedes, C Class,2020,29980,Semi-Auto,Petrol,150,46.3,1.5
+BMW, 1 Series,2016,13235,Automatic,Diesel,30,62.8,2.0
+Ford, Fiesta,2019,13491,Manual,Petrol,145,58.9,1.0
+Volkswagen, Caravelle,2019,40000,Automatic,Diesel,150,33.6,2.0
+Vauxhall, Crossland X,2019,13498,Manual,Petrol,145,47.1,1.2
+Toyota, Corolla,2020,25988,Automatic,Hybrid,135,53.3,2.0
+Vauxhall, Meriva,2017,9995,Manual,Petrol,145,47.9,1.4
+Mercedes, C Class,2019,30049,Semi-Auto,Petrol,145,44.1,2.0
+Vauxhall, Astra,2018,12296,Manual,Diesel,145,83.1,1.6
+Audi, Q3,2017,19490,Semi-Auto,Diesel,160,51.4,2.0
+Skoda, Rapid,2018,8895,Manual,Petrol,145,61.4,1.0
+Vauxhall, Mokka X,2017,11795,Manual,Petrol,145,47.1,1.4
+Mercedes, GLC Class,2016,28999,Semi-Auto,Diesel,145,56.5,2.1
+BMW, 2 Series,2019,20980,Semi-Auto,Petrol,145,50.4,1.5
+Hyundi, Tucson,2017,15498,Manual,Diesel,30,61.4,1.7
+Mercedes, E Class,2018,20900,Automatic,Diesel,145,61.4,2.0
+Ford, Fiesta,2016,9060,Manual,Diesel,0,78.5,1.5
+Skoda, Superb,2016,13995,Semi-Auto,Diesel,30,62.8,2.0
+Hyundi, Tucson,2018,15850,Manual,Petrol,145,34.9,1.6
+Ford, Kuga,2014,9990,Semi-Auto,Diesel,205,45.6,2.0
+Vauxhall, Insignia,2016,9550,Manual,Petrol,125,50.4,1.4
+Vauxhall, Corsa,2018,8475,Manual,Petrol,145,55.4,1.4
+BMW, 1 Series,2016,11990,Manual,Diesel,20,70.6,1.5
+Hyundi, Tucson,2017,14195,Manual,Diesel,30,61.7,1.7
+Ford, Fiesta,2014,7760,Manual,Petrol,0,65.7,1.0
+Audi, A4,2019,25992,Automatic,Diesel,145,48.7,2.0
+Audi, Q3,2019,36990,Semi-Auto,Petrol,145,32.1,2.0
+Volkswagen, Golf SV,2019,22990,Automatic,Petrol,145,42.8,1.5
+Volkswagen, T-Roc,2019,22471,Manual,Diesel,145,50.4,2.0
+Vauxhall, Zafira,2016,11250,Manual,Petrol,200,42.2,1.4
+Skoda, Karoq,2018,20250,Automatic,Petrol,145,50.4,1.5
+Ford, Fiesta,2018,10950,Manual,Petrol,150,65.7,1.0
+Mercedes, C Class,2011,9495,Automatic,Petrol,160,43.5,1.8
+Ford, S-MAX,2016,16630,Manual,Diesel,125,56.5,2.0
+Vauxhall, Grandland X,2019,18193,Manual,Petrol,145,44.1,1.2
+Vauxhall, Astra,2020,15900,Manual,Petrol,145,54.3,1.2
+Mercedes, C Class,2016,16980,Semi-Auto,Diesel,20,65.7,2.1
+Volkswagen, T-Cross,2019,17490,Manual,Petrol,145,47.9,1.0
+Volkswagen, Touareg,2020,49999,Semi-Auto,Diesel,145,33.6,3.0
+Toyota, Yaris,2019,10999,Manual,Petrol,145,47.9,1.5
+Audi, A3,2019,22490,Manual,Petrol,145,42.2,1.5
+Vauxhall, Corsa,2017,8295,Manual,Petrol,145,54.3,1.4
+Vauxhall, Grandland X,2019,14995,Manual,Diesel,145,53.3,1.5
+Audi, Q5,2015,18998,Semi-Auto,Diesel,200,47.1,2.0
+Toyota, Yaris,2018,12990,Manual,Petrol,145,47.1,1.5
+Volkswagen, Golf,2016,17699,Manual,Petrol,150,47.1,2.0
+Volkswagen, Golf,2016,12220,Manual,Petrol,30,53.3,1.4
+Audi, A3,2017,17000,Manual,Diesel,145,65.7,2.0
+Volkswagen, Golf,2019,21850,Manual,Diesel,145,62.8,2.0
+BMW, 3 Series,2015,12600,Automatic,Diesel,30,62.8,2.0
+Vauxhall, Corsa,2019,9950,Manual,Petrol,150,43.5,1.4
+Mercedes, SLK,2015,15599,Automatic,Diesel,150,56.5,2.1
+Ford, Fiesta,2016,9000,Manual,Petrol,20,62.8,1.0
+Ford, Fiesta,2019,16991,Semi-Auto,Petrol,150,48.7,1.0
+Ford, Fiesta,2013,7995,Manual,Petrol,0,65.7,1.0
+Vauxhall, Mokka X,2018,10838,Manual,Petrol,145,39.2,1.4
+Vauxhall, Corsa,2016,7543,Manual,Petrol,30,55.4,1.4
+Mercedes, C Class,2019,29995,Semi-Auto,Diesel,145,61.4,2.0
+Vauxhall, Astra,2020,15990,Manual,Petrol,145,54.3,1.2
+Mercedes, E Class,2019,34980,Semi-Auto,Diesel,145,57.7,2.0
+Audi, A4,2019,25491,Manual,Petrol,145,39.2,2.0
+Audi, A6,2018,27000,Automatic,Diesel,145,50.4,2.0
+Mercedes, A Class,2017,15199,Manual,Diesel,20,68.9,1.5
+Volkswagen, Golf,2017,18000,Semi-Auto,Diesel,145,57.7,2.0
+Ford, EcoSport,2018,13599,Manual,Petrol,145,54.3,1.0
+Mercedes, GL Class,2017,29300,Automatic,Diesel,145,45.6,3.0
+Mercedes, C Class,2015,15790,Semi-Auto,Petrol,125,50.4,2.0
+Audi, A3,2019,23950,Semi-Auto,Diesel,145,52.3,1.6
+BMW, 3 Series,2002,2990,Manual,Petrol,330,29.4,2.5
+Toyota, Aygo,2017,8495,Manual,Petrol,0,69.0,1.0
+Ford, Focus,2009,2995,Manual,Diesel,145,54.3,1.8
+Vauxhall, Astra,2018,13000,Manual,Petrol,145,45.6,1.6

ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_001/info.json

@@ -0,0 +1,265 @@
+{
+    "name": "100,000 UK Used Car Data set",
+    "source": "https://www.kaggle.com/datasets/adityadesai13/used-car-dataset-ford-and-mercedes/data",
+    "data_intro": "The cleaned data set contains information of price, transmission, mileage, fuel type, road tax, miles per gallon (mpg), and engine size. I've removed duplicate listings and cleaned the columns, but have included a notebook showing the process and the original data for anyone who wants to check/improve my work.",
+    "is_splited": false,
+    "overall_size": 108540,
+    "train_size": 0,
+    "test_size": 0,
+    "c_classes": 3,
+    "n_classes": 6,
+    "task_type": "regression",
+    "target": "mileage",
+    "cat_feature_intro": {
+        "model": "- model: specific model of the car produced by a manufacturer,' 1 Series', ' 2 Series', ' 3 Series', ' 4 Series', ' 5 Series', ' 6 Series', ' 7 Series', ' 8 Series', ' A Class', ' A1', ' A2', ' A3', ' A4', ' A5', ' A6', ' A7', ' A8', ' Accent', ' Adam', ' Agila', ' Amarok', ' Amica', ' Ampera', ' Antara', ' Arteon', ' Astra', ' Auris', ' Avensis', ' Aygo', ' B Class', ' B-MAX', ' Beetle', ' C Class', ' C-HR', ' C-MAX', ' CC', ' CL Class', ' CLA Class', ' CLC Class', ' CLK', ' CLS Class', ' Caddy', ' Caddy Life', ' Caddy Maxi', ' Caddy Maxi Life', ' California', ' Camry', ' Caravelle', ' Cascada', ' Citigo', ' Combo Life', ' Corolla', ' Corsa', ' Crossland X', ' E Class', ' EcoSport', ' Edge', ' Eos', ' Escort', ' Fabia', ' Fiesta', ' Focus', ' Fox', ' Fusion', ' G Class', ' GL Class', ' GLA Class', ' GLB Class', ' GLC Class', ' GLE Class', ' GLS Class', ' GT86', ' GTC', ' Galaxy', ' Getz', ' Golf', ' Golf SV', ' Grand C-MAX', ' Grand Tourneo Connect', ' Grandland X', ' Hilux', ' I10', ' I20', ' I30', ' I40', ' I800', ' IQ', ' IX20', ' IX35', ' Insignia', ' Ioniq', ' Jetta', ' KA', ' Ka+', ' Kadjar', ' Kamiq', ' Karoq', ' Kodiaq', ' Kona', ' Kuga', ' Land Cruiser', ' M Class', ' M2', ' M3', ' M4', ' M5', ' M6', ' Meriva', ' Mokka', ' Mokka X', ' Mondeo', ' Mustang', ' Octavia', ' PROACE VERSO', ' Passat', ' Polo', ' Prius', ' Puma', ' Q2', ' Q3', ' Q5', ' Q7', ' Q8', ' R Class', ' R8', ' RAV4', ' RS3', ' RS4', ' RS5', ' RS6', ' RS7', ' Ranger', ' Rapid', ' Roomster', ' S Class', ' S-MAX', ' S3', ' S4', ' S5', ' S8', ' SL CLASS', ' SLK', ' SQ5', ' SQ7', ' Santa Fe', ' Scala', ' Scirocco', ' Sharan', ' Shuttle', ' Streetka', ' Superb', ' Supra', ' T-Cross', ' T-Roc', ' TT', ' Terracan', ' Tigra', ' Tiguan', ' Tiguan Allspace', ' Touareg', ' Touran', ' Tourneo Connect', ' Tourneo Custom', ' Transit Tourneo', ' Tucson', ' Up', ' Urban Cruiser', ' V Class', ' Vectra', ' Veloster', ' Verso', ' Verso-S', ' Viva', ' Vivaro', ' X-CLASS', ' X1', ' X2', ' X3', ' X4', ' X5', ' X6', ' X7', ' Yaris', ' Yeti', ' Yeti Outdoor', ' Z3', ' Z4', ' Zafira', ' Zafira Tourer', ' i3', ' i8', '180', '200', '220', '230'",
+        "transmission": "- transmission: The type of the car's transmission, Manual, Automatic, Semi-Auto, Automatic",
+        "fuelType": "- fuelType: The type of fuel used by the car, petrol, diesel, Hybrid"
+    },
+    "num_feature_intro": {
+        "year": "- year: The year the car was manufactured.",
+        "price": "- price: The asking prince of the car",
+        "mileage": "- mileage: The mileage of the car",
+        "tax": "- tax: The road tax for the car.",
+        "mpg": "-mpg :The miles per gallon (fuel efficiency) of the car.",
+        "engineSize": "- engineSize: The size of the car's engine."
+    },
+    "evaluation_metric": null,
+    "num_feature_value": {
+        "engineSize": [
+            0.0,
+            6.6
+        ],
+        "mileage": [
+            1.0,
+            323000.0
+        ],
+        "mpg": [
+            0.3,
+            470.8
+        ],
+        "price": [
+            450.0,
+            159999.0
+        ],
+        "tax": [
+            0.0,
+            580.0
+        ],
+        "year": [
+            1970.0,
+            2060.0
+        ]
+    },
+    "cat_feature_value": {
+        "fuelType": [
+            "Diesel",
+            "Electric",
+            "Hybrid",
+            "Other",
+            "Petrol"
+        ],
+        "model": [
+            " 1 Series",
+            " 2 Series",
+            " 3 Series",
+            " 4 Series",
+            " 5 Series",
+            " 6 Series",
+            " 7 Series",
+            " 8 Series",
+            " A Class",
+            " A1",
+            " A2",
+            " A3",
+            " A4",
+            " A5",
+            " A6",
+            " A7",
+            " A8",
+            " Accent",
+            " Adam",
+            " Agila",
+            " Amarok",
+            " Amica",
+            " Ampera",
+            " Antara",
+            " Arteon",
+            " Astra",
+            " Auris",
+            " Avensis",
+            " Aygo",
+            " B Class",
+            " B-MAX",
+            " Beetle",
+            " C Class",
+            " C-HR",
+            " C-MAX",
+            " CC",
+            " CL Class",
+            " CLA Class",
+            " CLC Class",
+            " CLK",
+            " CLS Class",
+            " Caddy",
+            " Caddy Life",
+            " Caddy Maxi",
+            " Caddy Maxi Life",
+            " California",
+            " Camry",
+            " Caravelle",
+            " Cascada",
+            " Citigo",
+            " Combo Life",
+            " Corolla",
+            " Corsa",
+            " Crossland X",
+            " E Class",
+            " EcoSport",
+            " Edge",
+            " Eos",
+            " Escort",
+            " Fabia",
+            " Fiesta",
+            " Focus",
+            " Fox",
+            " Fusion",
+            " G Class",
+            " GL Class",
+            " GLA Class",
+            " GLB Class",
+            " GLC Class",
+            " GLE Class",
+            " GLS Class",
+            " GT86",
+            " GTC",
+            " Galaxy",
+            " Getz",
+            " Golf",
+            " Golf SV",
+            " Grand C-MAX",
+            " Grand Tourneo Connect",
+            " Grandland X",
+            " Hilux",
+            " I10",
+            " I20",
+            " I30",
+            " I40",
+            " I800",
+            " IQ",
+            " IX20",
+            " IX35",
+            " Insignia",
+            " Ioniq",
+            " Jetta",
+            " KA",
+            " Ka+",
+            " Kadjar",
+            " Kamiq",
+            " Karoq",
+            " Kodiaq",
+            " Kona",
+            " Kuga",
+            " Land Cruiser",
+            " M Class",
+            " M2",
+            " M3",
+            " M4",
+            " M5",
+            " M6",
+            " Meriva",
+            " Mokka",
+            " Mokka X",
+            " Mondeo",
+            " Mustang",
+            " Octavia",
+            " PROACE VERSO",
+            " Passat",
+            " Polo",
+            " Prius",
+            " Puma",
+            " Q2",
+            " Q3",
+            " Q5",
+            " Q7",
+            " Q8",
+            " R Class",
+            " R8",
+            " RAV4",
+            " RS3",
+            " RS4",
+            " RS5",
+            " RS6",
+            " RS7",
+            " Ranger",
+            " Rapid",
+            " Roomster",
+            " S Class",
+            " S-MAX",
+            " S3",
+            " S4",
+            " S5",
+            " S8",
+            " SL CLASS",
+            " SLK",
+            " SQ5",
+            " SQ7",
+            " Santa Fe",
+            " Scala",
+            " Scirocco",
+            " Sharan",
+            " Shuttle",
+            " Streetka",
+            " Superb",
+            " Supra",
+            " T-Cross",
+            " T-Roc",
+            " TT",
+            " Terracan",
+            " Tigra",
+            " Tiguan",
+            " Tiguan Allspace",
+            " Touareg",
+            " Touran",
+            " Tourneo Connect",
+            " Tourneo Custom",
+            " Transit Tourneo",
+            " Tucson",
+            " Up",
+            " Urban Cruiser",
+            " V Class",
+            " Vectra",
+            " Veloster",
+            " Verso",
+            " Verso-S",
+            " Viva",
+            " Vivaro",
+            " X-CLASS",
+            " X1",
+            " X2",
+            " X3",
+            " X4",
+            " X5",
+            " X6",
+            " X7",
+            " Yaris",
+            " Yeti",
+            " Yeti Outdoor",
+            " Z3",
+            " Z4",
+            " Zafira",
+            " Zafira Tourer",
+            " i3",
+            " i8",
+            "180",
+            "200",
+            "220",
+            "230"
+        ],
+        "transmission": [
+            "Automatic",
+            "Manual",
+            "Other",
+            "Semi-Auto"
+        ]
+    }
+}

ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_001/test.csv

@@ -0,0 +1,201 @@
+brand,model,year,price,transmission,mileage,fuelType,tax,mpg,engineSize
+Mercedes, A Class,2013,9480,Semi-Auto,63922,Diesel,30,65.7,1.8
+Ford, Mondeo,2016,9990,Manual,60639,Diesel,30,64.2,2.0
+Mercedes, CLS Class,2019,69995,Semi-Auto,992,Petrol,150,31.7,3.0
+Volkswagen, T-Roc,2020,33990,Semi-Auto,1247,Petrol,145,32.5,2.0
+Mercedes, GLE Class,2019,55299,Semi-Auto,2768,Diesel,145,32.8,3.0
+Volkswagen, Golf,2013,8199,Automatic,47110,Diesel,30,62.8,1.6
+Hyundi, I10,2017,6991,Manual,23768,Petrol,145,60.1,1.0
+Volkswagen, Polo,2015,8290,Manual,27000,Petrol,20,60.1,1.0
+Volkswagen, Up,2020,10450,Manual,1393,Petrol,145,54.3,1.0
+Audi, TT,2017,17445,Manual,39929,Petrol,145,47.1,1.8
+Skoda, Octavia,2017,12650,Automatic,25237,Petrol,145,57.7,1.4
+Ford, Ka+,2018,8888,Manual,25000,Petrol,145,47.9,1.2
+Mercedes, E Class,2020,39980,Semi-Auto,1096,Diesel,145,57.7,2.0
+Vauxhall, Viva,2018,8000,Semi-Auto,5746,Petrol,145,62.8,1.0
+Mercedes, GLE Class,2020,58789,Semi-Auto,1000,Diesel,145,32.5,2.9
+Ford, Fiesta,2016,10795,Automatic,3790,Petrol,145,47.9,1.6
+Volkswagen, T-Roc,2020,27980,Manual,1000,Petrol,145,42.2,1.5
+Skoda, Octavia,2016,14585,Manual,35893,Diesel,30,62.8,2.0
+Ford, Fiesta,2019,18100,Manual,3050,Petrol,145,55.4,1.0
+Vauxhall, Mokka,2016,8995,Manual,33440,Petrol,160,44.8,1.4
+Ford, Puma,2020,23155,Manual,1250,Petrol,145,50.4,1.0
+Vauxhall, Zafira,2017,10930,Manual,17679,Petrol,200,41.5,1.4
+Ford, Kuga,2017,13500,Manual,47922,Diesel,30,64.2,1.5
+Skoda, Octavia,2016,14495,Semi-Auto,56094,Diesel,125,56.5,2.0
+Volkswagen, Polo,2016,12600,Manual,30016,Petrol,150,47.0,1.8
+Vauxhall, Mokka X,2017,10890,Manual,30143,Petrol,200,42.2,1.6
+Ford, Fiesta,2017,12192,Manual,21210,Petrol,145,47.9,1.6
+BMW, X3,2018,36995,Semi-Auto,9210,Petrol,145,34.5,3.0
+Hyundi, Tucson,2016,12498,Manual,31054,Diesel,30,61.7,1.7
+BMW, 2 Series,2016,18950,Automatic,22537,Petrol,260,37.2,3.0
+Mercedes, GLE Class,2016,30399,Semi-Auto,16815,Diesel,235,42.8,3.0
+Audi, A1,2016,10330,Manual,35412,Petrol,30,57.6,1.4
+Ford, Focus,2018,13441,Manual,16117,Diesel,150,74.3,1.5
+Skoda, Fabia,2019,13876,Manual,2500,Petrol,145,60.1,1.0
+Mercedes, GLA Class,2019,21380,Automatic,9374,Petrol,150,37.2,1.6
+BMW, 5 Series,2019,27840,Semi-Auto,3829,Petrol,145,50.4,2.0
+Volkswagen, Golf,2010,4995,Manual,99000,Diesel,125,57.6,2.0
+Mercedes, C Class,2019,30995,Automatic,1499,Diesel,145,57.7,2.0
+Ford, Focus,2018,13899,Manual,14563,Diesel,145,80.7,1.5
+Vauxhall, Astra,2016,9298,Manual,20827,Petrol,125,51.4,1.4
+Hyundi, I30,2019,14990,Manual,988,Petrol,145,45.6,1.0
+Vauxhall, Mokka,2015,6895,Manual,74150,Diesel,30,60.1,1.7
+Vauxhall, Crossland X,2019,9995,Manual,23000,Petrol,145,44.8,1.2
+BMW, 5 Series,2019,33980,Automatic,6000,Diesel,145,53.3,3.0
+Volkswagen, Polo,2017,11299,Automatic,16861,Petrol,20,60.1,1.2
+BMW, X3,2019,32250,Semi-Auto,4829,Diesel,150,54.3,2.0
+Ford, Kuga,2018,14500,Manual,14110,Diesel,145,54.3,1.5
+Hyundi, Kona,2018,21495,Automatic,5200,Petrol,145,34.0,1.6
+Volkswagen, Polo,2016,8995,Manual,26561,Petrol,20,60.1,1.0
+Audi, Q8,2019,49495,Automatic,5680,Diesel,145,33.6,3.0
+Mercedes, E Class,2017,23250,Semi-Auto,7521,Diesel,145,61.4,2.0
+Audi, Q2,2019,28490,Automatic,6826,Petrol,145,33.2,2.0
+BMW, X4,2019,41999,Semi-Auto,6449,Diesel,145,37.2,3.0
+Hyundi, I30,2015,6844,Manual,45640,Petrol,145,47.1,1.4
+Audi, Q2,2017,16970,Manual,51663,Petrol,125,50.4,1.4
+Vauxhall, Crossland X,2019,14294,Manual,8971,Petrol,145,44.8,1.2
+Hyundi, Tucson,2019,18995,Manual,14618,Petrol,145,34.9,1.6
+Mercedes, E Class,2017,19498,Semi-Auto,33037,Diesel,150,72.4,2.0
+Hyundi, Ioniq,2019,20400,Automatic,2810,Hybrid,135,78.5,1.6
+Vauxhall, Corsa,2019,11095,Manual,8346,Petrol,145,44.8,1.4
+Vauxhall, Crossland X,2019,10499,Manual,20788,Petrol,145,44.8,1.2
+Mercedes, GLC Class,2019,32480,Semi-Auto,10217,Diesel,145,56.5,2.1
+Mercedes, C Class,2016,21499,Automatic,26741,Diesel,30,65.7,2.1
+Audi, A3,2020,20499,Manual,3000,Diesel,145,56.5,2.0
+BMW, X1,2017,18998,Semi-Auto,32217,Diesel,145,55.4,2.0
+Ford, Kuga,2019,21997,Manual,19,Petrol,145,35.3,1.5
+Audi, TT,2019,25000,Semi-Auto,5243,Petrol,145,39.8,2.0
+Mercedes, C Class,2015,15849,Semi-Auto,44012,Diesel,30,64.2,2.1
+Mercedes, GLC Class,2019,32495,Semi-Auto,3628,Diesel,145,44.8,2.0
+Toyota, Yaris,2019,11310,Manual,5400,Petrol,145,47.9,1.5
+Vauxhall, Corsa,2015,7400,Manual,31968,Petrol,125,53.3,1.2
+Vauxhall, Crossland X,2019,11498,Manual,14978,Petrol,150,47.1,1.2
+Hyundi, Tucson,2017,13798,Manual,20917,Diesel,30,61.7,1.7
+Toyota, Aygo,2019,8398,Manual,8150,Petrol,150,56.5,1.0
+Mercedes, B Class,2020,23495,Manual,2000,Petrol,145,45.6,1.3
+Vauxhall, Mokka X,2018,11131,Manual,36566,Petrol,145,39.2,1.4
+Vauxhall, Crossland X,2019,14473,Manual,1189,Petrol,145,47.1,1.2
+Audi, Q2,2020,23888,Manual,4000,Petrol,145,43.5,1.5
+Skoda, Superb,2019,19798,Semi-Auto,8313,Petrol,145,36.7,1.5
+Mercedes, C Class,2019,25999,Semi-Auto,13269,Diesel,145,61.4,2.0
+BMW, 1 Series,2016,11819,Manual,26141,Diesel,0,78.5,1.5
+Hyundi, Tucson,2018,13700,Manual,25637,Petrol,150,35.3,1.6
+Audi, A1,2016,13995,Manual,8577,Petrol,30,55.4,1.4
+Ford, B-MAX,2018,7991,Manual,48631,Diesel,150,47.1,1.4
+BMW, 4 Series,2016,18000,Semi-Auto,36660,Diesel,125,58.9,2.0
+Hyundi, I30,2020,15795,Manual,4000,Petrol,145,45.6,1.0
+Vauxhall, Adam,2019,11000,Manual,5,Petrol,145,44.8,1.2
+Vauxhall, Insignia,2019,15298,Manual,13974,Petrol,145,50.4,1.5
+Ford, Kuga,2017,13998,Manual,35448,Diesel,150,60.1,2.0
+Vauxhall, Astra,2016,10300,Manual,29289,Diesel,20,72.4,1.6
+Volkswagen, Golf,2016,13698,Manual,69041,Diesel,20,67.3,2.0
+Audi, Q3,2019,29799,Manual,2550,Diesel,145,42.8,2.0
+Ford, Fiesta,2019,13999,Manual,1779,Petrol,145,55.4,1.0
+Ford, EcoSport,2019,17700,Manual,618,Petrol,145,51.4,1.0
+Mercedes, A Class,2018,23202,Semi-Auto,8261,Petrol,145,53.3,1.3
+Toyota, Aygo,2018,7300,Manual,15223,Petrol,145,69.0,1.0
+Ford, Grand Tourneo Connect,2016,11790,Manual,29416,Diesel,30,64.2,1.5
+Ford, Focus,2015,8298,Manual,56282,Diesel,20,67.3,1.6
+BMW, 1 Series,2017,12800,Manual,18825,Petrol,125,53.3,1.5
+Vauxhall, Corsa,2019,8640,Manual,4504,Petrol,145,43.5,1.4
+Skoda, Fabia,2019,12250,Manual,5036,Petrol,145,61.4,1.0
+Skoda, Citigo,2014,5931,Manual,35318,Petrol,20,62.8,1.0
+Skoda, Octavia,2017,17125,Manual,18223,Diesel,145,62.8,2.0
+Volkswagen, Golf,2016,10490,Manual,45110,Diesel,0,74.3,1.6
+Toyota, RAV4,2017,20990,Automatic,29515,Hybrid,20,57.6,2.5
+Skoda, Octavia,2019,15490,Semi-Auto,8952,Petrol,145,57.7,1.0
+Ford, Fiesta,2013,7495,Manual,36700,Petrol,0,65.7,1.0
+BMW, 3 Series,2018,22482,Automatic,8850,Diesel,145,60.1,2.0
+Mercedes, E Class,2015,19699,Automatic,35995,Petrol,235,37.7,3.5
+Vauxhall, Astra,2014,6895,Manual,29754,Diesel,125,58.9,2.0
+Toyota, Yaris,2019,13039,Manual,11102,Petrol,145,47.9,1.5
+BMW, 5 Series,2019,31232,Semi-Auto,8691,Hybrid,150,60.1,2.0
+Ford, EcoSport,2018,13280,Manual,23034,Petrol,145,54.3,1.0
+BMW, X3,2019,30395,Semi-Auto,13563,Petrol,145,30.4,2.0
+Vauxhall, Zafira,2017,10798,Manual,29831,Petrol,145,41.5,1.4
+Mercedes, A Class,2017,13100,Manual,34758,Diesel,145,65.7,2.1
+Audi, A1,2019,22500,Semi-Auto,3869,Petrol,150,44.1,1.5
+Skoda, Octavia,2016,8795,Manual,50824,Diesel,0,74.3,1.6
+Volkswagen, Golf,2017,12799,Manual,11249,Diesel,0,74.3,1.6
+Volkswagen, Polo,2016,7250,Manual,54869,Petrol,20,60.1,1.0
+Ford, Puma,2020,21999,Manual,2500,Petrol,150,50.4,1.0
+Mercedes, GLA Class,2016,21595,Semi-Auto,21512,Petrol,200,43.5,2.0
+Hyundi, IX20,2014,5945,Manual,42000,Petrol,125,50.4,1.4
+Ford, B-MAX,2013,6999,Manual,24850,Petrol,30,55.4,1.0
+Skoda, Yeti Outdoor,2017,12500,Manual,19298,Petrol,125,51.4,1.2
+Toyota, Aygo,2017,7495,Manual,28000,Petrol,145,68.9,1.0
+Mercedes, A Class,2019,18748,Automatic,11670,Diesel,145,68.9,1.5
+Audi, RS6,2015,46465,Automatic,19963,Petrol,325,29.4,4.0
+Mercedes, C Class,2020,29980,Semi-Auto,9,Petrol,150,46.3,1.5
+BMW, 1 Series,2016,13235,Automatic,54013,Diesel,30,62.8,2.0
+Ford, Fiesta,2019,13491,Manual,2957,Petrol,145,58.9,1.0
+Volkswagen, Caravelle,2019,40000,Automatic,2000,Diesel,150,33.6,2.0
+Vauxhall, Crossland X,2019,13498,Manual,3569,Petrol,145,47.1,1.2
+Toyota, Corolla,2020,25988,Automatic,10000,Hybrid,135,53.3,2.0
+Vauxhall, Meriva,2017,9995,Manual,12000,Petrol,145,47.9,1.4
+Mercedes, C Class,2019,30049,Semi-Auto,5927,Petrol,145,44.1,2.0
+Vauxhall, Astra,2018,12296,Manual,3328,Diesel,145,83.1,1.6
+Audi, Q3,2017,19490,Semi-Auto,51483,Diesel,160,51.4,2.0
+Skoda, Rapid,2018,8895,Manual,13846,Petrol,145,61.4,1.0
+Vauxhall, Mokka X,2017,11795,Manual,12588,Petrol,145,47.1,1.4
+Mercedes, GLC Class,2016,28999,Semi-Auto,21355,Diesel,145,56.5,2.1
+BMW, 2 Series,2019,20980,Semi-Auto,3334,Petrol,145,50.4,1.5
+Hyundi, Tucson,2017,15498,Manual,26826,Diesel,30,61.4,1.7
+Mercedes, E Class,2018,20900,Automatic,31034,Diesel,145,61.4,2.0
+Ford, Fiesta,2016,9060,Manual,17193,Diesel,0,78.5,1.5
+Skoda, Superb,2016,13995,Semi-Auto,25000,Diesel,30,62.8,2.0
+Hyundi, Tucson,2018,15850,Manual,4755,Petrol,145,34.9,1.6
+Ford, Kuga,2014,9990,Semi-Auto,46196,Diesel,205,45.6,2.0
+Vauxhall, Insignia,2016,9550,Manual,11696,Petrol,125,50.4,1.4
+Vauxhall, Corsa,2018,8475,Manual,6680,Petrol,145,55.4,1.4
+BMW, 1 Series,2016,11990,Manual,39000,Diesel,20,70.6,1.5
+Hyundi, Tucson,2017,14195,Manual,11428,Diesel,30,61.7,1.7
+Ford, Fiesta,2014,7760,Manual,36610,Petrol,0,65.7,1.0
+Audi, A4,2019,25992,Automatic,3300,Diesel,145,48.7,2.0
+Audi, Q3,2019,36990,Semi-Auto,5000,Petrol,145,32.1,2.0
+Volkswagen, Golf SV,2019,22990,Automatic,2077,Petrol,145,42.8,1.5
+Volkswagen, T-Roc,2019,22471,Manual,5794,Diesel,145,50.4,2.0
+Vauxhall, Zafira,2016,11250,Manual,27051,Petrol,200,42.2,1.4
+Skoda, Karoq,2018,20250,Automatic,11405,Petrol,145,50.4,1.5
+Ford, Fiesta,2018,10950,Manual,17000,Petrol,150,65.7,1.0
+Mercedes, C Class,2011,9495,Automatic,39000,Petrol,160,43.5,1.8
+Ford, S-MAX,2016,16630,Manual,23905,Diesel,125,56.5,2.0
+Vauxhall, Grandland X,2019,18193,Manual,11148,Petrol,145,44.1,1.2
+Vauxhall, Astra,2020,15900,Manual,10,Petrol,145,54.3,1.2
+Mercedes, C Class,2016,16980,Semi-Auto,17259,Diesel,20,65.7,2.1
+Volkswagen, T-Cross,2019,17490,Manual,5999,Petrol,145,47.9,1.0
+Volkswagen, Touareg,2020,49999,Semi-Auto,3000,Diesel,145,33.6,3.0
+Toyota, Yaris,2019,10999,Manual,16101,Petrol,145,47.9,1.5
+Audi, A3,2019,22490,Manual,3200,Petrol,145,42.2,1.5
+Vauxhall, Corsa,2017,8295,Manual,14187,Petrol,145,54.3,1.4
+Vauxhall, Grandland X,2019,14995,Manual,2555,Diesel,145,53.3,1.5
+Audi, Q5,2015,18998,Semi-Auto,43979,Diesel,200,47.1,2.0
+Toyota, Yaris,2018,12990,Manual,11775,Petrol,145,47.1,1.5
+Volkswagen, Golf,2016,17699,Manual,31999,Petrol,150,47.1,2.0
+Volkswagen, Golf,2016,12220,Manual,16592,Petrol,30,53.3,1.4
+Audi, A3,2017,17000,Manual,19836,Diesel,145,65.7,2.0
+Volkswagen, Golf,2019,21850,Manual,5000,Diesel,145,62.8,2.0
+BMW, 3 Series,2015,12600,Automatic,78957,Diesel,30,62.8,2.0
+Vauxhall, Corsa,2019,9950,Manual,25,Petrol,150,43.5,1.4
+Mercedes, SLK,2015,15599,Automatic,21680,Diesel,150,56.5,2.1
+Ford, Fiesta,2016,9000,Manual,40789,Petrol,20,62.8,1.0
+Ford, Fiesta,2019,16991,Semi-Auto,1247,Petrol,150,48.7,1.0
+Ford, Fiesta,2013,7995,Manual,45187,Petrol,0,65.7,1.0
+Vauxhall, Mokka X,2018,10838,Manual,20729,Petrol,145,39.2,1.4
+Vauxhall, Corsa,2016,7543,Manual,16067,Petrol,30,55.4,1.4
+Mercedes, C Class,2019,29995,Semi-Auto,21,Diesel,145,61.4,2.0
+Vauxhall, Astra,2020,15990,Manual,100,Petrol,145,54.3,1.2
+Mercedes, E Class,2019,34980,Semi-Auto,7068,Diesel,145,57.7,2.0
+Audi, A4,2019,25491,Manual,500,Petrol,145,39.2,2.0
+Audi, A6,2018,27000,Automatic,3000,Diesel,145,50.4,2.0
+Mercedes, A Class,2017,15199,Manual,34243,Diesel,20,68.9,1.5
+Volkswagen, Golf,2017,18000,Semi-Auto,31734,Diesel,145,57.7,2.0
+Ford, EcoSport,2018,13599,Manual,15000,Petrol,145,54.3,1.0
+Mercedes, GL Class,2017,29300,Automatic,28871,Diesel,145,45.6,3.0
+Mercedes, C Class,2015,15790,Semi-Auto,19830,Petrol,125,50.4,2.0
+Audi, A3,2019,23950,Semi-Auto,4876,Diesel,145,52.3,1.6
+BMW, 3 Series,2002,2990,Manual,121821,Petrol,330,29.4,2.5
+Toyota, Aygo,2017,8495,Manual,21000,Petrol,0,69.0,1.0
+Ford, Focus,2009,2995,Manual,98000,Diesel,145,54.3,1.8
+Vauxhall, Astra,2018,13000,Manual,20802,Petrol,145,45.6,1.6

ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_001/test_current.csv

@@ -0,0 +1,16 @@
+brand,model,year,price,transmission,mileage,fuelType,tax,mpg,engineSize
+BMW, 3 Series,2002,2990,Manual,121821,Petrol,330,29.4,2.5
+Volkswagen, Golf,2010,4995,Manual,99000,Diesel,125,57.6,2.0
+Ford, Focus,2009,2995,Manual,98000,Diesel,145,54.3,1.8
+BMW, 3 Series,2015,12600,Automatic,78957,Diesel,30,62.8,2.0
+Vauxhall, Mokka,2015,6895,Manual,74150,Diesel,30,60.1,1.7
+Volkswagen, Golf,2016,13698,Manual,69041,Diesel,20,67.3,2.0
+Mercedes, A Class,2013,9480,Semi-Auto,63922,Diesel,30,65.7,1.8
+Ford, Mondeo,2016,9990,Manual,60639,Diesel,30,64.2,2.0
+Ford, Focus,2015,8298,Manual,56282,Diesel,20,67.3,1.6
+Skoda, Octavia,2016,14495,Semi-Auto,56094,Diesel,125,56.5,2.0
+Volkswagen, Polo,2016,7250,Manual,54869,Petrol,20,60.1,1.0
+BMW, 1 Series,2016,13235,Automatic,54013,Diesel,30,62.8,2.0
+Audi, Q2,2017,16970,Manual,51663,Petrol,125,50.4,1.4
+Audi, Q3,2017,19490,Semi-Auto,51483,Diesel,160,51.4,2.0
+Skoda, Octavia,2016,8795,Manual,50824,Diesel,0,74.3,1.6

ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_003/current.csv

@@ -0,0 +1,201 @@
+brand,model,year,price,transmission,fuelType,tax,mpg,engineSize
+Mercedes, GLE Class,2017,26998,Semi-Auto,Diesel,200,47.9,2.1
+Volkswagen, Golf,2017,16475,Manual,Diesel,20,67.3,2.0
+Volkswagen, Golf,2017,12980,Manual,Diesel,20,72.4,1.6
+Audi, Q3,2019,31000,Manual,Petrol,145,39.8,1.5
+Vauxhall, Mokka X,2017,12798,Manual,Petrol,145,47.1,1.4
+BMW, 3 Series,2017,19495,Semi-Auto,Petrol,150,48.7,2.0
+Toyota, Auris,2016,14500,Automatic,Hybrid,0,70.6,1.8
+Hyundi, Santa Fe,2017,18579,Manual,Diesel,145,47.1,2.2
+Mercedes, E Class,2015,13000,Automatic,Diesel,145,55.4,2.1
+Vauxhall, Corsa,2016,7798,Manual,Petrol,30,55.4,1.4
+Volkswagen, Golf,2019,19054,Semi-Auto,Petrol,145,44.1,1.5
+Ford, Fiesta,2017,9440,Manual,Diesel,0,88.3,1.5
+Volkswagen, Golf,2014,12500,Manual,Diesel,20,67.3,2.0
+BMW, 5 Series,2013,12732,Manual,Diesel,30,62.8,2.0
+Volkswagen, Passat,2015,12600,Manual,Diesel,20,67.3,2.0
+Vauxhall, Corsa,2016,7995,Manual,Petrol,30,54.3,1.4
+BMW, 3 Series,2017,17880,Automatic,Diesel,145,60.1,2.0
+Skoda, Citigo,2015,6892,Manual,Petrol,20,62.8,1.0
+Skoda, Yeti Outdoor,2016,12995,Semi-Auto,Petrol,125,51.4,1.2
+Audi, A1,2015,14450,Automatic,Petrol,30,56.5,1.4
+Hyundi, IX20,2016,8495,Manual,Petrol,125,50.4,1.4
+Vauxhall, Mokka,2018,15000,Automatic,Petrol,150,43.5,1.4
+Volkswagen, T-Roc,2019,22446,Semi-Auto,Petrol,145,39.8,1.5
+Toyota, Yaris,2019,11990,Manual,Petrol,145,47.9,1.5
+Ford, Fiesta,2017,10246,Manual,Petrol,20,62.8,1.0
+Skoda, Octavia,2017,10790,Manual,Petrol,150,54.3,1.4
+Volkswagen, Polo,2017,9690,Manual,Petrol,145,60.1,1.0
+Audi, Q3,2016,16200,Semi-Auto,Petrol,145,47.9,1.4
+Vauxhall, Corsa,2017,6990,Manual,Petrol,150,55.4,1.4
+Hyundi, Tucson,2017,13998,Manual,Diesel,150,61.7,1.7
+Ford, Fiesta,2017,9495,Manual,Petrol,145,65.7,1.0
+Audi, A1,2012,8899,Manual,Petrol,30,55.4,1.2
+Hyundi, I10,2014,6000,Manual,Petrol,20,60.1,1.0
+Audi, A4,2019,22480,Manual,Petrol,145,39.2,2.0
+Vauxhall, Astra,2019,11998,Manual,Petrol,145,51.4,1.4
+Skoda, Yeti,2016,12695,Semi-Auto,Petrol,125,51.4,1.2
+Hyundi, I40,2015,8999,Manual,Diesel,30,65.7,1.7
+BMW, X5,2018,37500,Automatic,Diesel,150,47.1,3.0
+Audi, A5,2019,30990,Automatic,Diesel,145,50.4,2.0
+Audi, Q2,2018,17950,Manual,Petrol,145,55.4,1.0
+Volkswagen, Golf,2019,17499,Manual,Petrol,145,47.1,1.5
+Volkswagen, Sharan,2019,19299,Automatic,Diesel,145,42.2,2.0
+Vauxhall, Corsa,2018,7999,Manual,Petrol,145,55.4,1.4
+BMW, 1 Series,2019,19975,Manual,Diesel,145,65.7,2.0
+Toyota, Auris,2016,14975,Automatic,Hybrid,0,78.5,1.8
+Vauxhall, Crossland X,2018,10250,Manual,Diesel,145,78.5,1.6
+Volkswagen, Polo,2019,14495,Manual,Petrol,150,52.3,1.0
+Audi, Q3,2019,32467,Automatic,Petrol,145,31.4,2.0
+Mercedes, A Class,2019,24890,Automatic,Diesel,145,56.5,2.0
+Toyota, Yaris,2018,10495,Manual,Petrol,150,58.9,1.5
+Vauxhall, Astra,2015,6350,Manual,Petrol,205,43.5,1.6
+Audi, Q2,2017,17990,Manual,Petrol,150,52.3,1.4
+Toyota, RAV4,2018,25980,Automatic,Hybrid,140,55.4,2.5
+Ford, Fiesta,2018,9617,Manual,Petrol,145,56.5,1.0
+Ford, Fiesta,2019,11450,Manual,Petrol,145,56.5,1.0
+Vauxhall, Corsa,2018,8495,Manual,Petrol,145,55.4,1.4
+BMW, 2 Series,2019,21950,Manual,Diesel,145,64.2,2.0
+Audi, Q5,2019,34998,Semi-Auto,Petrol,145,32.1,2.0
+Vauxhall, Adam,2017,7491,Manual,Petrol,150,53.3,1.2
+Toyota, Prius,2016,18495,Automatic,Hybrid,0,94.1,1.8
+Volkswagen, Golf SV,2015,8800,Manual,Diesel,0,72.4,1.6
+Audi, A6,2018,37995,Manual,Diesel,145,39.2,3.0
+Ford, Kuga,2018,14750,Manual,Diesel,145,64.2,1.5
+Ford, Fiesta,2018,12700,Manual,Petrol,145,65.7,1.0
+Volkswagen, Scirocco,2016,13499,Manual,Petrol,145,46.3,2.0
+Mercedes, CL Class,2017,20124,Semi-Auto,Diesel,150,67.3,2.1
+Mercedes, A Class,2019,20490,Semi-Auto,Diesel,145,68.9,1.5
+BMW, X2,2019,26920,Semi-Auto,Petrol,145,38.7,2.0
+Skoda, Yeti Outdoor,2017,13698,Semi-Auto,Petrol,125,51.4,1.2
+Mercedes, E Class,2019,44499,Semi-Auto,Petrol,145,32.5,3.0
+BMW, X5,2016,31999,Automatic,Hybrid,0,85.6,2.0
+BMW, 1 Series,2017,14030,Semi-Auto,Diesel,145,68.9,1.5
+Ford, Focus,2014,5299,Manual,Petrol,150,47.9,1.6
+Vauxhall, Insignia,2016,7799,Manual,Diesel,20,68.9,1.6
+Mercedes, B Class,2019,26199,Semi-Auto,Diesel,145,55.4,2.0
+Mercedes, C Class,2017,17000,Semi-Auto,Diesel,145,64.2,2.1
+Ford, Focus,2019,19000,Automatic,Petrol,145,46.3,1.5
+Audi, A5,2015,17950,Semi-Auto,Petrol,205,40.9,2.0
+BMW, 5 Series,2016,17998,Automatic,Diesel,145,53.3,3.0
+Toyota, Aygo,2019,9245,Manual,Petrol,145,57.7,1.0
+Toyota, Auris,2014,10675,Automatic,Hybrid,0,76.4,1.8
+Toyota, Aygo,2017,7998,Manual,Petrol,145,68.9,1.0
+Volkswagen, Arteon,2018,19998,Semi-Auto,Petrol,145,47.1,2.0
+Vauxhall, Mokka X,2017,12495,Manual,Petrol,145,47.1,1.4
+Volkswagen, Tiguan,2016,13995,Manual,Diesel,125,56.5,2.0
+Skoda, Fabia,2019,13995,Manual,Petrol,145,51.4,1.0
+Audi, A3,2017,13195,Automatic,Diesel,20,74.3,1.6
+Toyota, Aygo,2017,8495,Semi-Auto,Petrol,145,67.0,1.0
+Audi, A3,2019,22150,Semi-Auto,Diesel,145,52.3,1.6
+Ford, Focus,2019,15440,Manual,Petrol,145,60.1,1.0
+BMW, X2,2020,26890,Manual,Diesel,145,53.3,2.0
+Audi, A4,2017,18050,Manual,Diesel,20,68.9,2.0
+Mercedes, A Class,2019,18995,Semi-Auto,Petrol,145,53.3,1.3
+Vauxhall, Corsa,2012,4695,Manual,Petrol,125,51.4,1.2
+Volkswagen, Polo,2016,13700,Semi-Auto,Petrol,125,50.4,1.8
+Volkswagen, Touareg,2016,23998,Semi-Auto,Diesel,235,42.8,3.0
+Vauxhall, Mokka X,2019,14698,Manual,Petrol,150,39.2,1.4
+Volkswagen, Passat,2019,28990,Semi-Auto,Petrol,145,35.8,2.0
+BMW, 1 Series,2014,9991,Manual,Diesel,30,65.7,2.0
+Volkswagen, Polo,2017,10490,Manual,Petrol,20,60.1,1.2
+Hyundi, Tucson,2019,18995,Semi-Auto,Petrol,150,36.2,1.6
+Audi, RS5,2019,51990,Automatic,Petrol,145,30.4,2.9
+Ford, Focus,2017,8540,Manual,Petrol,20,61.4,1.0
+Hyundi, Santa Fe,2019,31680,Semi-Auto,Diesel,145,40.9,2.2
+Ford, Fiesta,2018,11491,Manual,Petrol,145,65.7,1.0
+Vauxhall, Corsa,2017,7500,Manual,Petrol,150,54.3,1.4
+BMW, 5 Series,2013,15998,Semi-Auto,Diesel,200,47.9,3.0
+Hyundi, Tucson,2019,15498,Manual,Petrol,150,34.9,1.6
+Skoda, Fabia,2019,13595,Manual,Petrol,145,61.4,1.0
+Skoda, Yeti Outdoor,2017,11995,Manual,Petrol,125,51.4,1.2
+Audi, A4,2016,15950,Semi-Auto,Diesel,20,70.6,2.0
+Audi, Q3,2019,24970,Manual,Petrol,145,40.9,1.5
+Toyota, Yaris,2018,12000,Manual,Petrol,145,56.5,1.5
+Vauxhall, Crossland X,2020,13390,Manual,Petrol,145,47.1,1.2
+Ford, Focus,2019,19995,Manual,Petrol,150,49.6,1.0
+Ford, Fiesta,2017,11110,Manual,Petrol,145,47.9,1.6
+Mercedes, GLC Class,2019,28480,Semi-Auto,Diesel,145,41.5,2.1
+Hyundi, IX35,2013,6998,Manual,Diesel,145,53.3,1.7
+Vauxhall, Zafira,2017,11900,Manual,Petrol,200,41.5,1.4
+Vauxhall, GTC,2015,7627,Manual,Diesel,125,60.1,2.0
+Ford, Kuga,2017,13995,Manual,Diesel,145,60.1,2.0
+Vauxhall, Grandland X,2019,18995,Automatic,Petrol,145,43.5,1.2
+BMW, 3 Series,2013,11990,Automatic,Diesel,125,57.6,3.0
+Audi, TT,2016,16970,Manual,Petrol,150,47.1,1.8
+Ford, Fiesta,2018,14891,Manual,Petrol,145,40.3,1.5
+Hyundi, I40,2016,11180,Manual,Diesel,30,65.7,1.7
+Hyundi, Santa Fe,2016,18491,Manual,Diesel,200,47.1,2.2
+Mercedes, C Class,2018,23800,Semi-Auto,Diesel,145,61.4,2.0
+Volkswagen, Golf,2017,13500,Automatic,Petrol,150,55.4,1.4
+Toyota, Auris,2013,10585,Automatic,Hybrid,0,74.3,1.8
+Ford, Fiesta,2019,13500,Manual,Petrol,145,48.7,1.1
+BMW, 3 Series,2015,14800,Manual,Diesel,30,64.2,2.0
+BMW, 3 Series,2017,13400,Manual,Diesel,30,67.3,2.0
+Audi, A3,2015,16500,Automatic,Petrol,160,43.5,1.8
+Skoda, Fabia,2017,11795,Semi-Auto,Petrol,150,61.4,1.0
+Toyota, Auris,2018,15250,Automatic,Hybrid,135,68.8,1.8
+Hyundi, I10,2015,5891,Manual,Petrol,20,60.1,1.0
+Mercedes, C Class,2019,25499,Semi-Auto,Diesel,145,61.4,2.0
+Mercedes, CL Class,2019,26980,Semi-Auto,Petrol,145,44.1,1.3
+Mercedes, E Class,2019,35949,Semi-Auto,Diesel,145,48.7,3.0
+Volkswagen, Tiguan,2016,13199,Manual,Diesel,145,53.3,2.0
+Vauxhall, Corsa,2019,9000,Manual,Petrol,145,43.5,1.4
+Ford, Focus,2017,12695,Manual,Petrol,20,60.1,1.0
+Skoda, Yeti Outdoor,2016,12495,Manual,Petrol,125,51.4,1.2
+Hyundi, Santa Fe,2016,19990,Semi-Auto,Diesel,235,42.2,2.2
+Audi, Q3,2016,16898,Semi-Auto,Petrol,150,47.9,1.4
+Mercedes, V Class,2016,17998,Manual,Diesel,200,46.3,2.1
+Vauxhall, Corsa,2017,7190,Manual,Petrol,30,55.4,1.4
+Vauxhall, Corsa,2019,10590,Manual,Petrol,150,44.8,1.4
+Audi, A6,2018,28991,Automatic,Diesel,145,50.4,2.0
+Vauxhall, Corsa,2019,10250,Manual,Petrol,150,43.5,1.4
+Ford, Fiesta,2017,6995,Manual,Petrol,125,54.3,1.2
+Vauxhall, Corsa,2010,4495,Manual,Petrol,125,51.4,1.4
+Mercedes, A Class,2018,16998,Semi-Auto,Petrol,150,49.6,1.6
+Volkswagen, Polo,2016,9452,Manual,Petrol,20,60.1,1.2
+Hyundi, Kona,2018,13799,Manual,Petrol,145,44.1,1.0
+BMW, 6 Series,2017,22449,Automatic,Diesel,160,51.4,3.0
+Audi, A5,2016,17581,Manual,Diesel,160,53.3,2.0
+BMW, 3 Series,2014,10147,Manual,Diesel,30,61.4,2.0
+Volkswagen, Tiguan,2020,22862,Semi-Auto,Petrol,150,37.7,1.5
+BMW, 6 Series,2015,19990,Semi-Auto,Diesel,165,49.6,3.0
+Volkswagen, Arteon,2018,22450,Automatic,Petrol,145,40.4,1.5
+Audi, A1,2020,23795,Semi-Auto,Petrol,145,44.8,1.5
+Ford, Kuga,2017,17475,Manual,Diesel,145,54.3,2.0
+BMW, 3 Series,2019,30052,Semi-Auto,Diesel,145,52.3,2.0
+Toyota, Auris,2018,17795,Automatic,Hybrid,135,65.6,1.8
+Vauxhall, Astra,2019,11990,Manual,Petrol,150,45.6,1.6
+Audi, A3,2019,28750,Automatic,Petrol,145,38.2,2.0
+BMW, 4 Series,2016,14999,Automatic,Diesel,30,62.8,2.0
+Ford, Fiesta,2017,9152,Manual,Petrol,0,65.7,1.0
+Volkswagen, Polo,2016,11000,Manual,Petrol,20,60.1,1.2
+Ford, EcoSport,2020,16990,Manual,Petrol,150,53.3,1.0
+Volkswagen, Polo,2014,5899,Manual,Petrol,125,51.4,1.2
+Audi, Q7,2019,44500,Automatic,Diesel,145,32.8,3.0
+Audi, A6,2013,11995,Semi-Auto,Diesel,145,56.5,2.0
+Ford, Kuga,2016,12800,Manual,Diesel,150,54.3,2.0
+Mercedes, V Class,2019,40890,Automatic,Diesel,145,44.1,2.1
+Toyota, RAV4,2014,11990,Manual,Diesel,150,53.0,2.0
+Volkswagen, Sharan,2019,25690,Manual,Diesel,145,43.5,2.0
+Ford, Fiesta,2016,9199,Manual,Petrol,0,65.7,1.0
+Volkswagen, Polo,2019,15690,Semi-Auto,Petrol,145,45.6,1.0
+Vauxhall, Mokka X,2018,9798,Manual,Petrol,150,47.1,1.4
+Vauxhall, Mokka,2015,10955,Automatic,Petrol,200,40.4,1.4
+Mercedes, A Class,2020,25879,Semi-Auto,Petrol,145,53.3,1.3
+Vauxhall, Viva,2016,5398,Manual,Petrol,20,62.8,1.0
+Ford, C-MAX,2017,11290,Manual,Diesel,20,68.9,1.5
+Hyundi, I10,2015,5998,Manual,Petrol,20,60.1,1.0
+Volkswagen, Up,2020,10815,Manual,Petrol,145,54.3,1.0
+Toyota, Yaris,2013,4495,Manual,Petrol,30,58.9,1.0
+Skoda, Octavia,2018,13995,Semi-Auto,Petrol,150,57.7,1.5
+Hyundi, I20,2016,6398,Manual,Petrol,30,55.4,1.2
+Vauxhall, Adam,2017,6890,Manual,Petrol,125,53.3,1.2
+BMW, X2,2019,27490,Semi-Auto,Diesel,145,58.9,2.0
+Audi, Q5,2020,33450,Semi-Auto,Petrol,150,33.2,2.0
+Toyota, Hilux,2016,11292,Manual,Diesel,260,38.7,2.5
+Vauxhall, Corsa,2019,10390,Manual,Petrol,145,43.5,1.4
+Vauxhall, Astra,2020,16650,Manual,Petrol,145,54.3,1.2
+Volkswagen, Polo,2017,9991,Manual,Petrol,150,60.1,1.0
+Ford, Focus,2019,19998,Automatic,Diesel,145,64.2,2.0
+Vauxhall, Corsa,2019,9990,Manual,Petrol,145,43.5,1.4

ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_003/info.json

@@ -0,0 +1,265 @@
+{
+    "name": "100,000 UK Used Car Data set",
+    "source": "https://www.kaggle.com/datasets/adityadesai13/used-car-dataset-ford-and-mercedes/data",
+    "data_intro": "The cleaned data set contains information of price, transmission, mileage, fuel type, road tax, miles per gallon (mpg), and engine size. I've removed duplicate listings and cleaned the columns, but have included a notebook showing the process and the original data for anyone who wants to check/improve my work.",
+    "is_splited": false,
+    "overall_size": 108540,
+    "train_size": 0,
+    "test_size": 0,
+    "c_classes": 3,
+    "n_classes": 6,
+    "task_type": "regression",
+    "target": "mileage",
+    "cat_feature_intro": {
+        "model": "- model: specific model of the car produced by a manufacturer,' 1 Series', ' 2 Series', ' 3 Series', ' 4 Series', ' 5 Series', ' 6 Series', ' 7 Series', ' 8 Series', ' A Class', ' A1', ' A2', ' A3', ' A4', ' A5', ' A6', ' A7', ' A8', ' Accent', ' Adam', ' Agila', ' Amarok', ' Amica', ' Ampera', ' Antara', ' Arteon', ' Astra', ' Auris', ' Avensis', ' Aygo', ' B Class', ' B-MAX', ' Beetle', ' C Class', ' C-HR', ' C-MAX', ' CC', ' CL Class', ' CLA Class', ' CLC Class', ' CLK', ' CLS Class', ' Caddy', ' Caddy Life', ' Caddy Maxi', ' Caddy Maxi Life', ' California', ' Camry', ' Caravelle', ' Cascada', ' Citigo', ' Combo Life', ' Corolla', ' Corsa', ' Crossland X', ' E Class', ' EcoSport', ' Edge', ' Eos', ' Escort', ' Fabia', ' Fiesta', ' Focus', ' Fox', ' Fusion', ' G Class', ' GL Class', ' GLA Class', ' GLB Class', ' GLC Class', ' GLE Class', ' GLS Class', ' GT86', ' GTC', ' Galaxy', ' Getz', ' Golf', ' Golf SV', ' Grand C-MAX', ' Grand Tourneo Connect', ' Grandland X', ' Hilux', ' I10', ' I20', ' I30', ' I40', ' I800', ' IQ', ' IX20', ' IX35', ' Insignia', ' Ioniq', ' Jetta', ' KA', ' Ka+', ' Kadjar', ' Kamiq', ' Karoq', ' Kodiaq', ' Kona', ' Kuga', ' Land Cruiser', ' M Class', ' M2', ' M3', ' M4', ' M5', ' M6', ' Meriva', ' Mokka', ' Mokka X', ' Mondeo', ' Mustang', ' Octavia', ' PROACE VERSO', ' Passat', ' Polo', ' Prius', ' Puma', ' Q2', ' Q3', ' Q5', ' Q7', ' Q8', ' R Class', ' R8', ' RAV4', ' RS3', ' RS4', ' RS5', ' RS6', ' RS7', ' Ranger', ' Rapid', ' Roomster', ' S Class', ' S-MAX', ' S3', ' S4', ' S5', ' S8', ' SL CLASS', ' SLK', ' SQ5', ' SQ7', ' Santa Fe', ' Scala', ' Scirocco', ' Sharan', ' Shuttle', ' Streetka', ' Superb', ' Supra', ' T-Cross', ' T-Roc', ' TT', ' Terracan', ' Tigra', ' Tiguan', ' Tiguan Allspace', ' Touareg', ' Touran', ' Tourneo Connect', ' Tourneo Custom', ' Transit Tourneo', ' Tucson', ' Up', ' Urban Cruiser', ' V Class', ' Vectra', ' Veloster', ' Verso', ' Verso-S', ' Viva', ' Vivaro', ' X-CLASS', ' X1', ' X2', ' X3', ' X4', ' X5', ' X6', ' X7', ' Yaris', ' Yeti', ' Yeti Outdoor', ' Z3', ' Z4', ' Zafira', ' Zafira Tourer', ' i3', ' i8', '180', '200', '220', '230'",
+        "transmission": "- transmission: The type of the car's transmission, Manual, Automatic, Semi-Auto, Automatic",
+        "fuelType": "- fuelType: The type of fuel used by the car, petrol, diesel, Hybrid"
+    },
+    "num_feature_intro": {
+        "year": "- year: The year the car was manufactured.",
+        "price": "- price: The asking prince of the car",
+        "mileage": "- mileage: The mileage of the car",
+        "tax": "- tax: The road tax for the car.",
+        "mpg": "-mpg :The miles per gallon (fuel efficiency) of the car.",
+        "engineSize": "- engineSize: The size of the car's engine."
+    },
+    "evaluation_metric": null,
+    "num_feature_value": {
+        "engineSize": [
+            0.0,
+            6.6
+        ],
+        "mileage": [
+            1.0,
+            323000.0
+        ],
+        "mpg": [
+            0.3,
+            470.8
+        ],
+        "price": [
+            450.0,
+            159999.0
+        ],
+        "tax": [
+            0.0,
+            580.0
+        ],
+        "year": [
+            1970.0,
+            2060.0
+        ]
+    },
+    "cat_feature_value": {
+        "fuelType": [
+            "Diesel",
+            "Electric",
+            "Hybrid",
+            "Other",
+            "Petrol"
+        ],
+        "model": [
+            " 1 Series",
+            " 2 Series",
+            " 3 Series",
+            " 4 Series",
+            " 5 Series",
+            " 6 Series",
+            " 7 Series",
+            " 8 Series",
+            " A Class",
+            " A1",
+            " A2",
+            " A3",
+            " A4",
+            " A5",
+            " A6",
+            " A7",
+            " A8",
+            " Accent",
+            " Adam",
+            " Agila",
+            " Amarok",
+            " Amica",
+            " Ampera",
+            " Antara",
+            " Arteon",
+            " Astra",
+            " Auris",
+            " Avensis",
+            " Aygo",
+            " B Class",
+            " B-MAX",
+            " Beetle",
+            " C Class",
+            " C-HR",
+            " C-MAX",
+            " CC",
+            " CL Class",
+            " CLA Class",
+            " CLC Class",
+            " CLK",
+            " CLS Class",
+            " Caddy",
+            " Caddy Life",
+            " Caddy Maxi",
+            " Caddy Maxi Life",
+            " California",
+            " Camry",
+            " Caravelle",
+            " Cascada",
+            " Citigo",
+            " Combo Life",
+            " Corolla",
+            " Corsa",
+            " Crossland X",
+            " E Class",
+            " EcoSport",
+            " Edge",
+            " Eos",
+            " Escort",
+            " Fabia",
+            " Fiesta",
+            " Focus",
+            " Fox",
+            " Fusion",
+            " G Class",
+            " GL Class",
+            " GLA Class",
+            " GLB Class",
+            " GLC Class",
+            " GLE Class",
+            " GLS Class",
+            " GT86",
+            " GTC",
+            " Galaxy",
+            " Getz",
+            " Golf",
+            " Golf SV",
+            " Grand C-MAX",
+            " Grand Tourneo Connect",
+            " Grandland X",
+            " Hilux",
+            " I10",
+            " I20",
+            " I30",
+            " I40",
+            " I800",
+            " IQ",
+            " IX20",
+            " IX35",
+            " Insignia",
+            " Ioniq",
+            " Jetta",
+            " KA",
+            " Ka+",
+            " Kadjar",
+            " Kamiq",
+            " Karoq",
+            " Kodiaq",
+            " Kona",
+            " Kuga",
+            " Land Cruiser",
+            " M Class",
+            " M2",
+            " M3",
+            " M4",
+            " M5",
+            " M6",
+            " Meriva",
+            " Mokka",
+            " Mokka X",
+            " Mondeo",
+            " Mustang",
+            " Octavia",
+            " PROACE VERSO",
+            " Passat",
+            " Polo",
+            " Prius",
+            " Puma",
+            " Q2",
+            " Q3",
+            " Q5",
+            " Q7",
+            " Q8",
+            " R Class",
+            " R8",
+            " RAV4",
+            " RS3",
+            " RS4",
+            " RS5",
+            " RS6",
+            " RS7",
+            " Ranger",
+            " Rapid",
+            " Roomster",
+            " S Class",
+            " S-MAX",
+            " S3",
+            " S4",
+            " S5",
+            " S8",
+            " SL CLASS",
+            " SLK",
+            " SQ5",
+            " SQ7",
+            " Santa Fe",
+            " Scala",
+            " Scirocco",
+            " Sharan",
+            " Shuttle",
+            " Streetka",
+            " Superb",
+            " Supra",
+            " T-Cross",
+            " T-Roc",
+            " TT",
+            " Terracan",
+            " Tigra",
+            " Tiguan",
+            " Tiguan Allspace",
+            " Touareg",
+            " Touran",
+            " Tourneo Connect",
+            " Tourneo Custom",
+            " Transit Tourneo",
+            " Tucson",
+            " Up",
+            " Urban Cruiser",
+            " V Class",
+            " Vectra",
+            " Veloster",
+            " Verso",
+            " Verso-S",
+            " Viva",
+            " Vivaro",
+            " X-CLASS",
+            " X1",
+            " X2",
+            " X3",
+            " X4",
+            " X5",
+            " X6",
+            " X7",
+            " Yaris",
+            " Yeti",
+            " Yeti Outdoor",
+            " Z3",
+            " Z4",
+            " Zafira",
+            " Zafira Tourer",
+            " i3",
+            " i8",
+            "180",
+            "200",
+            "220",
+            "230"
+        ],
+        "transmission": [
+            "Automatic",
+            "Manual",
+            "Other",
+            "Semi-Auto"
+        ]
+    }
+}

ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_003/test.csv

@@ -0,0 +1,201 @@
+brand,model,year,price,transmission,mileage,fuelType,tax,mpg,engineSize
+Mercedes, GLE Class,2017,26998,Semi-Auto,47120,Diesel,200,47.9,2.1
+Volkswagen, Golf,2017,16475,Manual,30400,Diesel,20,67.3,2.0
+Volkswagen, Golf,2017,12980,Manual,15168,Diesel,20,72.4,1.6
+Audi, Q3,2019,31000,Manual,2000,Petrol,145,39.8,1.5
+Vauxhall, Mokka X,2017,12798,Manual,18278,Petrol,145,47.1,1.4
+BMW, 3 Series,2017,19495,Semi-Auto,17735,Petrol,150,48.7,2.0
+Toyota, Auris,2016,14500,Automatic,42415,Hybrid,0,70.6,1.8
+Hyundi, Santa Fe,2017,18579,Manual,26800,Diesel,145,47.1,2.2
+Mercedes, E Class,2015,13000,Automatic,56678,Diesel,145,55.4,2.1
+Vauxhall, Corsa,2016,7798,Manual,12722,Petrol,30,55.4,1.4
+Volkswagen, Golf,2019,19054,Semi-Auto,10697,Petrol,145,44.1,1.5
+Ford, Fiesta,2017,9440,Manual,10655,Diesel,0,88.3,1.5
+Volkswagen, Golf,2014,12500,Manual,55091,Diesel,20,67.3,2.0
+BMW, 5 Series,2013,12732,Manual,28204,Diesel,30,62.8,2.0
+Volkswagen, Passat,2015,12600,Manual,53265,Diesel,20,67.3,2.0
+Vauxhall, Corsa,2016,7995,Manual,25968,Petrol,30,54.3,1.4
+BMW, 3 Series,2017,17880,Automatic,22170,Diesel,145,60.1,2.0
+Skoda, Citigo,2015,6892,Manual,12455,Petrol,20,62.8,1.0
+Skoda, Yeti Outdoor,2016,12995,Semi-Auto,30000,Petrol,125,51.4,1.2
+Audi, A1,2015,14450,Automatic,41996,Petrol,30,56.5,1.4
+Hyundi, IX20,2016,8495,Manual,2542,Petrol,125,50.4,1.4
+Vauxhall, Mokka,2018,15000,Automatic,11804,Petrol,150,43.5,1.4
+Volkswagen, T-Roc,2019,22446,Semi-Auto,3387,Petrol,145,39.8,1.5
+Toyota, Yaris,2019,11990,Manual,7069,Petrol,145,47.9,1.5
+Ford, Fiesta,2017,10246,Manual,14285,Petrol,20,62.8,1.0
+Skoda, Octavia,2017,10790,Manual,23776,Petrol,150,54.3,1.4
+Volkswagen, Polo,2017,9690,Manual,18085,Petrol,145,60.1,1.0
+Audi, Q3,2016,16200,Semi-Auto,16813,Petrol,145,47.9,1.4
+Vauxhall, Corsa,2017,6990,Manual,27173,Petrol,150,55.4,1.4
+Hyundi, Tucson,2017,13998,Manual,24602,Diesel,150,61.7,1.7
+Ford, Fiesta,2017,9495,Manual,10386,Petrol,145,65.7,1.0
+Audi, A1,2012,8899,Manual,43500,Petrol,30,55.4,1.2
+Hyundi, I10,2014,6000,Manual,27397,Petrol,20,60.1,1.0
+Audi, A4,2019,22480,Manual,2525,Petrol,145,39.2,2.0
+Vauxhall, Astra,2019,11998,Manual,25763,Petrol,145,51.4,1.4
+Skoda, Yeti,2016,12695,Semi-Auto,22918,Petrol,125,51.4,1.2
+Hyundi, I40,2015,8999,Manual,41000,Diesel,30,65.7,1.7
+BMW, X5,2018,37500,Automatic,6836,Diesel,150,47.1,3.0
+Audi, A5,2019,30990,Automatic,10,Diesel,145,50.4,2.0
+Audi, Q2,2018,17950,Manual,15308,Petrol,145,55.4,1.0
+Volkswagen, Golf,2019,17499,Manual,6761,Petrol,145,47.1,1.5
+Volkswagen, Sharan,2019,19299,Automatic,15798,Diesel,145,42.2,2.0
+Vauxhall, Corsa,2018,7999,Manual,11891,Petrol,145,55.4,1.4
+BMW, 1 Series,2019,19975,Manual,5303,Diesel,145,65.7,2.0
+Toyota, Auris,2016,14975,Automatic,46580,Hybrid,0,78.5,1.8
+Vauxhall, Crossland X,2018,10250,Manual,18274,Diesel,145,78.5,1.6
+Volkswagen, Polo,2019,14495,Manual,15749,Petrol,150,52.3,1.0
+Audi, Q3,2019,32467,Automatic,6000,Petrol,145,31.4,2.0
+Mercedes, A Class,2019,24890,Automatic,1440,Diesel,145,56.5,2.0
+Toyota, Yaris,2018,10495,Manual,22268,Petrol,150,58.9,1.5
+Vauxhall, Astra,2015,6350,Manual,38699,Petrol,205,43.5,1.6
+Audi, Q2,2017,17990,Manual,18000,Petrol,150,52.3,1.4
+Toyota, RAV4,2018,25980,Automatic,10864,Hybrid,140,55.4,2.5
+Ford, Fiesta,2018,9617,Manual,37564,Petrol,145,56.5,1.0
+Ford, Fiesta,2019,11450,Manual,10426,Petrol,145,56.5,1.0
+Vauxhall, Corsa,2018,8495,Manual,15000,Petrol,145,55.4,1.4
+BMW, 2 Series,2019,21950,Manual,10,Diesel,145,64.2,2.0
+Audi, Q5,2019,34998,Semi-Auto,21,Petrol,145,32.1,2.0
+Vauxhall, Adam,2017,7491,Manual,10257,Petrol,150,53.3,1.2
+Toyota, Prius,2016,18495,Automatic,24715,Hybrid,0,94.1,1.8
+Volkswagen, Golf SV,2015,8800,Manual,38152,Diesel,0,72.4,1.6
+Audi, A6,2018,37995,Manual,30,Diesel,145,39.2,3.0
+Ford, Kuga,2018,14750,Manual,22984,Diesel,145,64.2,1.5
+Ford, Fiesta,2018,12700,Manual,14380,Petrol,145,65.7,1.0
+Volkswagen, Scirocco,2016,13499,Manual,37433,Petrol,145,46.3,2.0
+Mercedes, CL Class,2017,20124,Semi-Auto,16271,Diesel,150,67.3,2.1
+Mercedes, A Class,2019,20490,Semi-Auto,4493,Diesel,145,68.9,1.5
+BMW, X2,2019,26920,Semi-Auto,5060,Petrol,145,38.7,2.0
+Skoda, Yeti Outdoor,2017,13698,Semi-Auto,26977,Petrol,125,51.4,1.2
+Mercedes, E Class,2019,44499,Semi-Auto,8000,Petrol,145,32.5,3.0
+BMW, X5,2016,31999,Automatic,26185,Hybrid,0,85.6,2.0
+BMW, 1 Series,2017,14030,Semi-Auto,40344,Diesel,145,68.9,1.5
+Ford, Focus,2014,5299,Manual,78767,Petrol,150,47.9,1.6
+Vauxhall, Insignia,2016,7799,Manual,88853,Diesel,20,68.9,1.6
+Mercedes, B Class,2019,26199,Semi-Auto,5690,Diesel,145,55.4,2.0
+Mercedes, C Class,2017,17000,Semi-Auto,23400,Diesel,145,64.2,2.1
+Ford, Focus,2019,19000,Automatic,5310,Petrol,145,46.3,1.5
+Audi, A5,2015,17950,Semi-Auto,33920,Petrol,205,40.9,2.0
+BMW, 5 Series,2016,17998,Automatic,28695,Diesel,145,53.3,3.0
+Toyota, Aygo,2019,9245,Manual,6619,Petrol,145,57.7,1.0
+Toyota, Auris,2014,10675,Automatic,28130,Hybrid,0,76.4,1.8
+Toyota, Aygo,2017,7998,Manual,11066,Petrol,145,68.9,1.0
+Volkswagen, Arteon,2018,19998,Semi-Auto,20810,Petrol,145,47.1,2.0
+Vauxhall, Mokka X,2017,12495,Manual,15809,Petrol,145,47.1,1.4
+Volkswagen, Tiguan,2016,13995,Manual,30486,Diesel,125,56.5,2.0
+Skoda, Fabia,2019,13995,Manual,500,Petrol,145,51.4,1.0
+Audi, A3,2017,13195,Automatic,37399,Diesel,20,74.3,1.6
+Toyota, Aygo,2017,8495,Semi-Auto,18381,Petrol,145,67.0,1.0
+Audi, A3,2019,22150,Semi-Auto,6159,Diesel,145,52.3,1.6
+Ford, Focus,2019,15440,Manual,10613,Petrol,145,60.1,1.0
+BMW, X2,2020,26890,Manual,9,Diesel,145,53.3,2.0
+Audi, A4,2017,18050,Manual,26592,Diesel,20,68.9,2.0
+Mercedes, A Class,2019,18995,Semi-Auto,21400,Petrol,145,53.3,1.3
+Vauxhall, Corsa,2012,4695,Manual,63000,Petrol,125,51.4,1.2
+Volkswagen, Polo,2016,13700,Semi-Auto,26593,Petrol,125,50.4,1.8
+Volkswagen, Touareg,2016,23998,Semi-Auto,29123,Diesel,235,42.8,3.0
+Vauxhall, Mokka X,2019,14698,Manual,8456,Petrol,150,39.2,1.4
+Volkswagen, Passat,2019,28990,Semi-Auto,1325,Petrol,145,35.8,2.0
+BMW, 1 Series,2014,9991,Manual,49064,Diesel,30,65.7,2.0
+Volkswagen, Polo,2017,10490,Manual,21759,Petrol,20,60.1,1.2
+Hyundi, Tucson,2019,18995,Semi-Auto,12141,Petrol,150,36.2,1.6
+Audi, RS5,2019,51990,Automatic,10,Petrol,145,30.4,2.9
+Ford, Focus,2017,8540,Manual,35210,Petrol,20,61.4,1.0
+Hyundi, Santa Fe,2019,31680,Semi-Auto,2251,Diesel,145,40.9,2.2
+Ford, Fiesta,2018,11491,Manual,10600,Petrol,145,65.7,1.0
+Vauxhall, Corsa,2017,7500,Manual,40319,Petrol,150,54.3,1.4
+BMW, 5 Series,2013,15998,Semi-Auto,51063,Diesel,200,47.9,3.0
+Hyundi, Tucson,2019,15498,Manual,11915,Petrol,150,34.9,1.6
+Skoda, Fabia,2019,13595,Manual,3223,Petrol,145,61.4,1.0
+Skoda, Yeti Outdoor,2017,11995,Manual,17098,Petrol,125,51.4,1.2
+Audi, A4,2016,15950,Semi-Auto,35000,Diesel,20,70.6,2.0
+Audi, Q3,2019,24970,Manual,4515,Petrol,145,40.9,1.5
+Toyota, Yaris,2018,12000,Manual,14550,Petrol,145,56.5,1.5
+Vauxhall, Crossland X,2020,13390,Manual,4249,Petrol,145,47.1,1.2
+Ford, Focus,2019,19995,Manual,1600,Petrol,150,49.6,1.0
+Ford, Fiesta,2017,11110,Manual,24480,Petrol,145,47.9,1.6
+Mercedes, GLC Class,2019,28480,Semi-Auto,5981,Diesel,145,41.5,2.1
+Hyundi, IX35,2013,6998,Manual,69605,Diesel,145,53.3,1.7
+Vauxhall, Zafira,2017,11900,Manual,27130,Petrol,200,41.5,1.4
+Vauxhall, GTC,2015,7627,Manual,49523,Diesel,125,60.1,2.0
+Ford, Kuga,2017,13995,Manual,28978,Diesel,145,60.1,2.0
+Vauxhall, Grandland X,2019,18995,Automatic,5000,Petrol,145,43.5,1.2
+BMW, 3 Series,2013,11990,Automatic,73000,Diesel,125,57.6,3.0
+Audi, TT,2016,16970,Manual,37730,Petrol,150,47.1,1.8
+Ford, Fiesta,2018,14891,Manual,16934,Petrol,145,40.3,1.5
+Hyundi, I40,2016,11180,Manual,31731,Diesel,30,65.7,1.7
+Hyundi, Santa Fe,2016,18491,Manual,34284,Diesel,200,47.1,2.2
+Mercedes, C Class,2018,23800,Semi-Auto,12745,Diesel,145,61.4,2.0
+Volkswagen, Golf,2017,13500,Automatic,19933,Petrol,150,55.4,1.4
+Toyota, Auris,2013,10585,Automatic,19913,Hybrid,0,74.3,1.8
+Ford, Fiesta,2019,13500,Manual,6,Petrol,145,48.7,1.1
+BMW, 3 Series,2015,14800,Manual,25481,Diesel,30,64.2,2.0
+BMW, 3 Series,2017,13400,Manual,36504,Diesel,30,67.3,2.0
+Audi, A3,2015,16500,Automatic,4983,Petrol,160,43.5,1.8
+Skoda, Fabia,2017,11795,Semi-Auto,19306,Petrol,150,61.4,1.0
+Toyota, Auris,2018,15250,Automatic,12548,Hybrid,135,68.8,1.8
+Hyundi, I10,2015,5891,Manual,23234,Petrol,20,60.1,1.0
+Mercedes, C Class,2019,25499,Semi-Auto,15414,Diesel,145,61.4,2.0
+Mercedes, CL Class,2019,26980,Semi-Auto,3730,Petrol,145,44.1,1.3
+Mercedes, E Class,2019,35949,Semi-Auto,6995,Diesel,145,48.7,3.0
+Volkswagen, Tiguan,2016,13199,Manual,41803,Diesel,145,53.3,2.0
+Vauxhall, Corsa,2019,9000,Manual,22000,Petrol,145,43.5,1.4
+Ford, Focus,2017,12695,Manual,3937,Petrol,20,60.1,1.0
+Skoda, Yeti Outdoor,2016,12495,Manual,27542,Petrol,125,51.4,1.2
+Hyundi, Santa Fe,2016,19990,Semi-Auto,10278,Diesel,235,42.2,2.2
+Audi, Q3,2016,16898,Semi-Auto,15274,Petrol,150,47.9,1.4
+Mercedes, V Class,2016,17998,Manual,21981,Diesel,200,46.3,2.1
+Vauxhall, Corsa,2017,7190,Manual,9574,Petrol,30,55.4,1.4
+Vauxhall, Corsa,2019,10590,Manual,5,Petrol,150,44.8,1.4
+Audi, A6,2018,28991,Automatic,16650,Diesel,145,50.4,2.0
+Vauxhall, Corsa,2019,10250,Manual,1453,Petrol,150,43.5,1.4
+Ford, Fiesta,2017,6995,Manual,21000,Petrol,125,54.3,1.2
+Vauxhall, Corsa,2010,4495,Manual,40214,Petrol,125,51.4,1.4
+Mercedes, A Class,2018,16998,Semi-Auto,23951,Petrol,150,49.6,1.6
+Volkswagen, Polo,2016,9452,Manual,35525,Petrol,20,60.1,1.2
+Hyundi, Kona,2018,13799,Manual,8361,Petrol,145,44.1,1.0
+BMW, 6 Series,2017,22449,Automatic,14400,Diesel,160,51.4,3.0
+Audi, A5,2016,17581,Manual,42318,Diesel,160,53.3,2.0
+BMW, 3 Series,2014,10147,Manual,55150,Diesel,30,61.4,2.0
+Volkswagen, Tiguan,2020,22862,Semi-Auto,4311,Petrol,150,37.7,1.5
+BMW, 6 Series,2015,19990,Semi-Auto,40500,Diesel,165,49.6,3.0
+Volkswagen, Arteon,2018,22450,Automatic,4350,Petrol,145,40.4,1.5
+Audi, A1,2020,23795,Semi-Auto,1000,Petrol,145,44.8,1.5
+Ford, Kuga,2017,17475,Manual,33800,Diesel,145,54.3,2.0
+BMW, 3 Series,2019,30052,Semi-Auto,6549,Diesel,145,52.3,2.0
+Toyota, Auris,2018,17795,Automatic,19668,Hybrid,135,65.6,1.8
+Vauxhall, Astra,2019,11990,Manual,22650,Petrol,150,45.6,1.6
+Audi, A3,2019,28750,Automatic,100,Petrol,145,38.2,2.0
+BMW, 4 Series,2016,14999,Automatic,48891,Diesel,30,62.8,2.0
+Ford, Fiesta,2017,9152,Manual,14731,Petrol,0,65.7,1.0
+Volkswagen, Polo,2016,11000,Manual,11039,Petrol,20,60.1,1.2
+Ford, EcoSport,2020,16990,Manual,10,Petrol,150,53.3,1.0
+Volkswagen, Polo,2014,5899,Manual,72125,Petrol,125,51.4,1.2
+Audi, Q7,2019,44500,Automatic,13178,Diesel,145,32.8,3.0
+Audi, A6,2013,11995,Semi-Auto,40003,Diesel,145,56.5,2.0
+Ford, Kuga,2016,12800,Manual,24470,Diesel,150,54.3,2.0
+Mercedes, V Class,2019,40890,Automatic,4170,Diesel,145,44.1,2.1
+Toyota, RAV4,2014,11990,Manual,34050,Diesel,150,53.0,2.0
+Volkswagen, Sharan,2019,25690,Manual,1408,Diesel,145,43.5,2.0
+Ford, Fiesta,2016,9199,Manual,31021,Petrol,0,65.7,1.0
+Volkswagen, Polo,2019,15690,Semi-Auto,4885,Petrol,145,45.6,1.0
+Vauxhall, Mokka X,2018,9798,Manual,34656,Petrol,150,47.1,1.4
+Vauxhall, Mokka,2015,10955,Automatic,41000,Petrol,200,40.4,1.4
+Mercedes, A Class,2020,25879,Semi-Auto,1000,Petrol,145,53.3,1.3
+Vauxhall, Viva,2016,5398,Manual,33000,Petrol,20,62.8,1.0
+Ford, C-MAX,2017,11290,Manual,19089,Diesel,20,68.9,1.5
+Hyundi, I10,2015,5998,Manual,20979,Petrol,20,60.1,1.0
+Volkswagen, Up,2020,10815,Manual,5000,Petrol,145,54.3,1.0
+Toyota, Yaris,2013,4495,Manual,60020,Petrol,30,58.9,1.0
+Skoda, Octavia,2018,13995,Semi-Auto,20931,Petrol,150,57.7,1.5
+Hyundi, I20,2016,6398,Manual,37899,Petrol,30,55.4,1.2
+Vauxhall, Adam,2017,6890,Manual,31389,Petrol,125,53.3,1.2
+BMW, X2,2019,27490,Semi-Auto,6036,Diesel,145,58.9,2.0
+Audi, Q5,2020,33450,Semi-Auto,310,Petrol,150,33.2,2.0
+Toyota, Hilux,2016,11292,Manual,51840,Diesel,260,38.7,2.5
+Vauxhall, Corsa,2019,10390,Manual,3252,Petrol,145,43.5,1.4
+Vauxhall, Astra,2020,16650,Manual,10,Petrol,145,54.3,1.2
+Volkswagen, Polo,2017,9991,Manual,15003,Petrol,150,60.1,1.0
+Ford, Focus,2019,19998,Automatic,2451,Diesel,145,64.2,2.0
+Vauxhall, Corsa,2019,9990,Manual,100,Petrol,145,43.5,1.4

ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_003/test_current.csv

@@ -0,0 +1,6 @@
+brand,model,year,price,transmission,mileage,fuelType,tax,mpg,engineSize
+Vauxhall, Insignia,2016,7799,Manual,88853,Diesel,20,68.9,1.6
+Ford, Focus,2014,5299,Manual,78767,Petrol,150,47.9,1.6
+BMW, 3 Series,2013,11990,Automatic,73000,Diesel,125,57.6,3.0
+Volkswagen, Polo,2014,5899,Manual,72125,Petrol,125,51.4,1.2
+Hyundi, IX35,2013,6998,Manual,69605,Diesel,145,53.3,1.7

ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_004/current.csv

@@ -0,0 +1,199 @@
+brand,model,year,price,transmission,fuelType,tax,mpg,engineSize
+Hyundi, I30,2019,14998,Manual,Petrol,145,41.5,1.4
+Toyota, Corolla,2019,22226,Automatic,Hybrid,135,78.5,1.8
+Volkswagen, Golf,2015,9995,Manual,Petrol,30,53.3,1.4
+Volkswagen, Golf,2018,20791,Semi-Auto,Diesel,145,57.7,2.0
+Mercedes, C Class,2015,15750,Automatic,Diesel,20,64.2,2.1
+Audi, A4,2015,16950,Automatic,Diesel,205,47.1,2.0
+Vauxhall, Astra,2017,10990,Semi-Auto,Petrol,145,51.4,1.4
+Ford, Fiesta,2019,11498,Manual,Petrol,150,55.4,1.1
+Vauxhall, Corsa,2018,8499,Manual,Petrol,145,55.4,1.4
+Volkswagen, Golf,2018,15490,Semi-Auto,Diesel,145,45.6,1.6
+Volkswagen, Touran,2019,26298,Manual,Diesel,145,61.4,2.0
+Audi, Q3,2019,24990,Manual,Petrol,145,40.9,1.5
+Volkswagen, Polo,2019,13990,Manual,Petrol,150,52.3,1.0
+Skoda, Fabia,2010,3695,Manual,Diesel,20,67.3,1.6
+Hyundi, Kona,2019,14770,Manual,Petrol,145,44.1,1.0
+Volkswagen, T-Roc,2019,22900,Manual,Diesel,145,50.4,2.0
+Ford, B-MAX,2013,5780,Manual,Diesel,20,68.9,1.5
+Hyundi, Tucson,2016,12995,Manual,Diesel,30,61.7,1.7
+BMW, 5 Series,2013,8595,Automatic,Diesel,120,57.6,2.0
+Volkswagen, Golf SV,2019,18391,Semi-Auto,Petrol,150,45.6,1.5
+Audi, Q5,2020,37495,Automatic,Petrol,145,32.1,2.0
+Volkswagen, Golf,2017,13800,Manual,Petrol,30,54.3,1.4
+Volkswagen, Golf,2016,11490,Manual,Diesel,0,74.3,1.6
+Skoda, Octavia,2018,14775,Manual,Diesel,145,65.7,2.0
+Mercedes, GLC Class,2019,31519,Semi-Auto,Diesel,145,47.9,2.0
+Volkswagen, Golf SV,2019,22798,Manual,Petrol,145,43.5,1.5
+Audi, Q7,2018,54950,Automatic,Diesel,150,39.2,4.0
+Vauxhall, Corsa,2016,7000,Manual,Petrol,30,57.6,1.0
+Ford, Focus,2019,15990,Manual,Petrol,150,60.1,1.0
+BMW, 2 Series,2019,21176,Manual,Diesel,145,65.7,2.0
+BMW, 2 Series,2019,22995,Manual,Petrol,145,42.8,1.5
+Hyundi, Tucson,2018,14690,Manual,Petrol,145,44.8,1.6
+Mercedes, A Class,2018,20389,Automatic,Diesel,145,68.9,2.1
+Skoda, Fabia,2017,8750,Manual,Petrol,20,60.1,1.2
+Vauxhall, Corsa,2020,10210,Manual,Petrol,145,43.5,1.4
+Vauxhall, Astra,2015,7013,Automatic,Petrol,235,38.2,1.6
+Volkswagen, Tiguan,2017,17831,Semi-Auto,Diesel,145,49.6,2.0
+Toyota, Yaris,2018,12995,Automatic,Petrol,145,60.1,1.5
+Audi, A5,2017,24990,Automatic,Petrol,145,45.6,2.0
+BMW, 1 Series,2017,19498,Manual,Petrol,145,36.2,3.0
+Hyundi, I800,2019,18995,Automatic,Diesel,145,28.0,2.5
+Toyota, Aygo,2019,9800,Manual,Petrol,145,57.7,1.0
+Skoda, Kodiaq,2017,24295,Automatic,Petrol,145,38.2,2.0
+Toyota, Aygo,2018,9295,Manual,Petrol,150,56.5,1.0
+Skoda, Octavia,2019,13990,Manual,Diesel,145,68.9,1.6
+BMW, 2 Series,2017,12700,Manual,Petrol,125,52.3,1.5
+Volkswagen, Tiguan,2018,23990,Semi-Auto,Petrol,145,38.2,2.0
+Mercedes, C Class,2016,21495,Semi-Auto,Diesel,125,60.1,2.1
+Ford, C-MAX,2016,9837,Automatic,Diesel,20,64.2,1.5
+Vauxhall, Astra,2016,9298,Manual,Petrol,125,51.4,1.4
+BMW, X3,2014,14495,Semi-Auto,Diesel,165,50.4,2.0
+Ford, Kuga,2018,17160,Manual,Petrol,145,39.2,1.5
+Volkswagen, T-Roc,2020,24590,Manual,Diesel,145,50.4,2.0
+Ford, Fiesta,2016,7744,Manual,Petrol,125,54.3,1.2
+Toyota, Verso-S,2013,6995,Manual,Petrol,125,51.4,1.3
+Ford, Fiesta,2015,6210,Manual,Petrol,125,54.3,1.2
+Audi, A5,2020,33000,Semi-Auto,Petrol,145,39.8,2.0
+Skoda, Superb,2020,29000,Semi-Auto,Diesel,150,47.1,2.0
+Mercedes, C Class,2019,30995,Automatic,Petrol,145,42.8,2.0
+Audi, RS4,2019,56795,Automatic,Petrol,145,29.1,2.9
+Hyundi, I800,2018,15499,Manual,Diesel,145,37.7,2.5
+Ford, Fiesta,2016,9698,Manual,Petrol,0,65.7,1.0
+Vauxhall, Insignia,2017,12999,Manual,Diesel,150,54.3,2.0
+Volkswagen, Polo,2016,8789,Manual,Petrol,20,60.1,1.0
+BMW, 3 Series,2015,10225,Manual,Diesel,125,61.4,2.0
+Vauxhall, Crossland X,2018,11999,Semi-Auto,Petrol,150,52.3,1.2
+Vauxhall, Zafira,2016,11600,Manual,Petrol,200,42.2,1.4
+Skoda, Yeti Outdoor,2017,12990,Manual,Petrol,150,51.4,1.2
+Volkswagen, Golf SV,2016,10999,Manual,Petrol,30,55.4,1.4
+Vauxhall, Corsa,2017,7420,Manual,Petrol,30,55.4,1.4
+Volkswagen, Golf,2015,13995,Semi-Auto,Diesel,30,62.8,2.0
+BMW, 5 Series,2016,15991,Semi-Auto,Diesel,30,62.8,2.0
+BMW, X1,2020,28995,Semi-Auto,Petrol,145,37.7,1.5
+Hyundi, Tucson,2017,14995,Semi-Auto,Diesel,125,57.6,1.7
+Skoda, Fabia,2016,6498,Manual,Petrol,20,60.1,1.0
+Mercedes, C Class,2019,26480,Semi-Auto,Diesel,145,61.4,2.0
+Ford, Fiesta,2017,9760,Manual,Petrol,0,65.7,1.0
+Volkswagen, Tiguan,2020,35000,Manual,Diesel,145,47.9,2.0
+Vauxhall, Corsa,2016,7998,Manual,Petrol,30,55.4,1.4
+Toyota, Yaris,2013,9995,Automatic,Hybrid,0,76.3,1.5
+BMW, M2,2019,44990,Semi-Auto,Petrol,145,29.1,3.0
+Vauxhall, Adam,2016,8000,Manual,Petrol,125,53.3,1.2
+Audi, Q3,2019,26500,Automatic,Petrol,150,38.2,1.5
+Volkswagen, Golf,2016,11698,Manual,Diesel,20,68.9,2.0
+Vauxhall, Astra,2008,2295,Manual,Petrol,205,43.5,1.6
+Ford, Fiesta,2019,14652,Manual,Petrol,145,40.3,1.5
+Hyundi, I20,2017,8995,Manual,Petrol,145,62.8,1.0
+Mercedes, B Class,2019,21980,Semi-Auto,Petrol,145,45.6,1.3
+Ford, Focus,2016,10955,Manual,Diesel,0,74.3,1.5
+Audi, A3,2016,16298,Semi-Auto,Diesel,125,57.6,2.0
+Audi, A4,2018,24000,Semi-Auto,Diesel,150,57.6,2.0
+Audi, Q5,2020,39000,Semi-Auto,Diesel,150,38.2,2.0
+Toyota, Yaris,2019,11295,Manual,Petrol,145,47.9,1.5
+Vauxhall, Corsa,2019,9151,Manual,Petrol,145,43.5,1.4
+BMW, 5 Series,2014,15995,Semi-Auto,Diesel,160,51.4,3.0
+Ford, Fiesta,2019,13120,Manual,Petrol,145,48.7,1.1
+Audi, Q7,2019,43700,Semi-Auto,Diesel,150,33.2,3.0
+Skoda, Fabia,2016,8125,Manual,Diesel,0,78.5,1.4
+Audi, A1,2017,13000,Semi-Auto,Petrol,20,64.2,1.0
+Audi, Q3,2019,26990,Manual,Diesel,145,42.8,2.0
+BMW, 3 Series,2020,37875,Semi-Auto,Diesel,145,47.9,3.0
+Toyota, Aygo,2016,6295,Manual,Petrol,0,69.0,1.0
+Vauxhall, Corsa,2018,9000,Manual,Petrol,145,55.4,1.4
+Vauxhall, Mokka X,2019,15291,Manual,Petrol,145,39.2,1.4
+Hyundi, Tucson,2016,11485,Manual,Diesel,30,61.7,1.7
+BMW, 3 Series,2018,18990,Semi-Auto,Diesel,150,64.2,2.0
+Volkswagen, Polo,2019,13290,Manual,Petrol,150,52.3,1.0
+Mercedes, E Class,2019,55830,Automatic,Petrol,145,32.1,3.0
+Vauxhall, Astra,2019,14000,Manual,Petrol,150,47.9,1.4
+Audi, Q7,2019,44990,Automatic,Diesel,145,33.2,3.0
+Audi, A7,2015,22450,Semi-Auto,Diesel,160,52.3,3.0
+Toyota, Yaris,2016,7498,Manual,Petrol,0,66.0,1.0
+Toyota, Yaris,2019,11450,Manual,Petrol,145,47.9,1.5
+Skoda, Fabia,2019,8999,Manual,Petrol,150,57.7,1.0
+Volkswagen, Golf,2016,13495,Semi-Auto,Petrol,30,58.9,1.4
+Ford, Focus,2017,16690,Manual,Petrol,145,41.5,2.0
+Audi, A6,2015,17996,Semi-Auto,Diesel,125,57.6,3.0
+Vauxhall, Combo Life,2019,16658,Manual,Petrol,145,42.2,1.2
+Skoda, Kodiaq,2019,28620,Automatic,Petrol,145,31.7,2.0
+Audi, Q7,2019,45995,Automatic,Diesel,145,33.6,3.0
+Hyundi, I30,2015,6844,Manual,Petrol,145,47.1,1.4
+Volkswagen, Polo,2019,20990,Semi-Auto,Petrol,145,39.8,2.0
+Mercedes, E Class,2019,40999,Semi-Auto,Hybrid,135,188.3,2.0
+Hyundi, I30,2016,9995,Manual,Diesel,20,72.4,1.6
+Audi, A3,2014,9895,Manual,Petrol,30,58.9,1.4
+Mercedes, A Class,2017,16899,Semi-Auto,Petrol,145,53.3,1.6
+Vauxhall, Astra,2019,15417,Manual,Diesel,145,72.4,1.6
+Audi, A6,2016,24990,Semi-Auto,Diesel,160,51.4,3.0
+Ford, Galaxy,2016,16798,Manual,Diesel,125,56.5,2.0
+Hyundi, I30,2018,11998,Manual,Diesel,145,74.3,1.6
+Skoda, Superb,2019,24960,Semi-Auto,Diesel,145,48.7,2.0
+Toyota, Yaris,2019,15491,Automatic,Petrol,145,47.9,1.5
+Mercedes, C Class,2017,16750,Automatic,Diesel,20,64.2,2.1
+Ford, Kuga,2015,12995,Manual,Diesel,145,54.3,2.0
+Ford, Kuga,2017,16699,Manual,Diesel,145,60.1,2.0
+Vauxhall, Corsa,2019,10995,Manual,Petrol,150,44.8,1.4
+Vauxhall, Mokka,2016,10750,Automatic,Petrol,165,43.5,1.4
+Audi, Q7,2019,46500,Automatic,Diesel,145,32.8,3.0
+Ford, Kuga,2019,19995,Manual,Diesel,150,47.9,2.0
+Ford, Focus,2017,11700,Manual,Petrol,145,60.1,1.0
+BMW, X5,2019,43956,Semi-Auto,Diesel,145,37.7,3.0
+Ford, Focus,2017,19980,Manual,Diesel,145,67.3,2.0
+Volkswagen, Passat,2015,13795,Manual,Diesel,20,68.9,2.0
+Mercedes, A Class,2014,12900,Semi-Auto,Diesel,20,68.9,2.1
+Toyota, Aygo,2016,6245,Manual,Petrol,0,69.0,1.0
+Volkswagen, Golf,2016,10995,Manual,Diesel,0,74.3,1.6
+Ford, Focus,2019,14995,Manual,Petrol,145,60.1,1.0
+Skoda, Octavia,2019,16999,Manual,Diesel,145,55.4,2.0
+Ford, Focus,2017,15612,Manual,Diesel,145,67.3,2.0
+Audi, A4,2016,13498,Manual,Petrol,145,51.4,1.4
+Ford, Fiesta,2018,11295,Manual,Petrol,145,65.7,1.0
+Mercedes, GLA Class,2016,16695,Automatic,Diesel,30,64.2,2.1
+Audi, A6,2016,19950,Semi-Auto,Diesel,30,61.4,3.0
+Vauxhall, Corsa,2016,8000,Manual,Petrol,30,54.3,1.4
+Ford, Focus,2018,12500,Manual,Petrol,150,57.7,1.0
+Audi, A1,2014,13995,Semi-Auto,Petrol,125,53.3,1.4
+Audi, A3,2019,24888,Manual,Diesel,145,54.3,2.0
+Mercedes, GLA Class,2015,17000,Semi-Auto,Diesel,125,55.4,2.1
+Mercedes, A Class,2016,14722,Manual,Diesel,20,68.9,1.5
+Vauxhall, Crossland X,2019,12000,Manual,Petrol,145,44.8,1.2
+Ford, Fiesta,2018,10700,Manual,Diesel,145,85.6,1.5
+BMW, 2 Series,2017,14600,Automatic,Petrol,145,53.3,1.5
+Skoda, Yeti Outdoor,2016,10887,Semi-Auto,Petrol,125,51.4,1.2
+Ford, Focus,2017,10479,Manual,Diesel,145,74.3,1.5
+BMW, 2 Series,2019,23250,Semi-Auto,Diesel,145,48.7,2.0
+Hyundi, I20,2019,11470,Manual,Petrol,150,47.9,1.0
+Ford, B-MAX,2013,5998,Semi-Auto,Petrol,165,44.1,1.6
+Ford, Fiesta,2018,11997,Manual,Petrol,145,65.7,1.0
+Vauxhall, Adam,2019,10995,Manual,Petrol,145,44.8,1.2
+Vauxhall, Adam,2015,7300,Manual,Petrol,125,53.3,1.4
+Audi, Q3,2019,31200,Automatic,Petrol,145,32.1,2.0
+BMW, 1 Series,2017,18998,Manual,Petrol,260,36.2,3.0
+Toyota, Hilux,2018,24995,Automatic,Diesel,260,36.2,2.4
+Volkswagen, Tiguan,2015,15465,Manual,Diesel,145,53.3,2.0
+BMW, 3 Series,2016,14000,Manual,Diesel,30,62.8,2.0
+Mercedes, GLC Class,2019,31899,Semi-Auto,Diesel,145,41.5,2.1
+Volkswagen, Touran,2007,2390,Manual,Petrol,265,37.7,1.4
+BMW, 1 Series,2014,9500,Automatic,Diesel,30,64.2,2.0
+Audi, Q3,2017,18200,Semi-Auto,Petrol,145,47.9,1.4
+Toyota, Supra,2019,49994,Semi-Auto,Petrol,145,34.5,3.0
+BMW, X1,2019,26480,Semi-Auto,Petrol,150,48.7,2.0
+Ford, Mondeo,2015,7561,Manual,Diesel,30,64.2,2.0
+Volkswagen, Golf,2018,11749,Manual,Diesel,145,61.4,1.6
+Hyundi, Ioniq,2018,18970,Automatic,Hybrid,135,256.8,1.6
+Mercedes, B Class,2019,21500,Semi-Auto,Diesel,150,55.4,2.0
+Audi, Q3,2016,17750,Automatic,Diesel,165,50.4,2.0
+Volkswagen, Touareg,2019,37300,Automatic,Diesel,145,34.5,3.0
+Toyota, RAV4,2016,20000,Automatic,Hybrid,20,57.6,2.5
+Mercedes, C Class,2019,30450,Automatic,Diesel,145,64.2,2.0
+BMW, 1 Series,2016,9977,Manual,Diesel,0,78.5,1.5
+BMW, 6 Series,2016,19916,Automatic,Diesel,160,51.4,3.0
+BMW, 3 Series,2013,9940,Manual,Diesel,30,61.4,2.0
+Hyundi, I10,2018,8995,Manual,Petrol,145,57.7,1.2
+Vauxhall, Mokka,2016,10100,Manual,Petrol,200,40.9,1.6
+Volkswagen, Polo,2017,8862,Manual,Petrol,20,60.1,1.0
+Audi, A1,2016,9498,Manual,Diesel,0,76.3,1.6
+Ford, Focus,2017,9659,Manual,Petrol,20,61.4,1.0
+Volkswagen, Golf,2014,9190,Semi-Auto,Petrol,30,56.5,1.4

ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_004/info.json

@@ -0,0 +1,265 @@
+{
+    "name": "100,000 UK Used Car Data set",
+    "source": "https://www.kaggle.com/datasets/adityadesai13/used-car-dataset-ford-and-mercedes/data",
+    "data_intro": "The cleaned data set contains information of price, transmission, mileage, fuel type, road tax, miles per gallon (mpg), and engine size. I've removed duplicate listings and cleaned the columns, but have included a notebook showing the process and the original data for anyone who wants to check/improve my work.",
+    "is_splited": false,
+    "overall_size": 108540,
+    "train_size": 0,
+    "test_size": 0,
+    "c_classes": 3,
+    "n_classes": 6,
+    "task_type": "regression",
+    "target": "mileage",
+    "cat_feature_intro": {
+        "model": "- model: specific model of the car produced by a manufacturer,' 1 Series', ' 2 Series', ' 3 Series', ' 4 Series', ' 5 Series', ' 6 Series', ' 7 Series', ' 8 Series', ' A Class', ' A1', ' A2', ' A3', ' A4', ' A5', ' A6', ' A7', ' A8', ' Accent', ' Adam', ' Agila', ' Amarok', ' Amica', ' Ampera', ' Antara', ' Arteon', ' Astra', ' Auris', ' Avensis', ' Aygo', ' B Class', ' B-MAX', ' Beetle', ' C Class', ' C-HR', ' C-MAX', ' CC', ' CL Class', ' CLA Class', ' CLC Class', ' CLK', ' CLS Class', ' Caddy', ' Caddy Life', ' Caddy Maxi', ' Caddy Maxi Life', ' California', ' Camry', ' Caravelle', ' Cascada', ' Citigo', ' Combo Life', ' Corolla', ' Corsa', ' Crossland X', ' E Class', ' EcoSport', ' Edge', ' Eos', ' Escort', ' Fabia', ' Fiesta', ' Focus', ' Fox', ' Fusion', ' G Class', ' GL Class', ' GLA Class', ' GLB Class', ' GLC Class', ' GLE Class', ' GLS Class', ' GT86', ' GTC', ' Galaxy', ' Getz', ' Golf', ' Golf SV', ' Grand C-MAX', ' Grand Tourneo Connect', ' Grandland X', ' Hilux', ' I10', ' I20', ' I30', ' I40', ' I800', ' IQ', ' IX20', ' IX35', ' Insignia', ' Ioniq', ' Jetta', ' KA', ' Ka+', ' Kadjar', ' Kamiq', ' Karoq', ' Kodiaq', ' Kona', ' Kuga', ' Land Cruiser', ' M Class', ' M2', ' M3', ' M4', ' M5', ' M6', ' Meriva', ' Mokka', ' Mokka X', ' Mondeo', ' Mustang', ' Octavia', ' PROACE VERSO', ' Passat', ' Polo', ' Prius', ' Puma', ' Q2', ' Q3', ' Q5', ' Q7', ' Q8', ' R Class', ' R8', ' RAV4', ' RS3', ' RS4', ' RS5', ' RS6', ' RS7', ' Ranger', ' Rapid', ' Roomster', ' S Class', ' S-MAX', ' S3', ' S4', ' S5', ' S8', ' SL CLASS', ' SLK', ' SQ5', ' SQ7', ' Santa Fe', ' Scala', ' Scirocco', ' Sharan', ' Shuttle', ' Streetka', ' Superb', ' Supra', ' T-Cross', ' T-Roc', ' TT', ' Terracan', ' Tigra', ' Tiguan', ' Tiguan Allspace', ' Touareg', ' Touran', ' Tourneo Connect', ' Tourneo Custom', ' Transit Tourneo', ' Tucson', ' Up', ' Urban Cruiser', ' V Class', ' Vectra', ' Veloster', ' Verso', ' Verso-S', ' Viva', ' Vivaro', ' X-CLASS', ' X1', ' X2', ' X3', ' X4', ' X5', ' X6', ' X7', ' Yaris', ' Yeti', ' Yeti Outdoor', ' Z3', ' Z4', ' Zafira', ' Zafira Tourer', ' i3', ' i8', '180', '200', '220', '230'",
+        "transmission": "- transmission: The type of the car's transmission, Manual, Automatic, Semi-Auto, Automatic",
+        "fuelType": "- fuelType: The type of fuel used by the car, petrol, diesel, Hybrid"
+    },
+    "num_feature_intro": {
+        "year": "- year: The year the car was manufactured.",
+        "price": "- price: The asking prince of the car",
+        "mileage": "- mileage: The mileage of the car",
+        "tax": "- tax: The road tax for the car.",
+        "mpg": "-mpg :The miles per gallon (fuel efficiency) of the car.",
+        "engineSize": "- engineSize: The size of the car's engine."
+    },
+    "evaluation_metric": null,
+    "num_feature_value": {
+        "engineSize": [
+            0.0,
+            6.6
+        ],
+        "mileage": [
+            1.0,
+            323000.0
+        ],
+        "mpg": [
+            0.3,
+            470.8
+        ],
+        "price": [
+            450.0,
+            159999.0
+        ],
+        "tax": [
+            0.0,
+            580.0
+        ],
+        "year": [
+            1970.0,
+            2060.0
+        ]
+    },
+    "cat_feature_value": {
+        "fuelType": [
+            "Diesel",
+            "Electric",
+            "Hybrid",
+            "Other",
+            "Petrol"
+        ],
+        "model": [
+            " 1 Series",
+            " 2 Series",
+            " 3 Series",
+            " 4 Series",
+            " 5 Series",
+            " 6 Series",
+            " 7 Series",
+            " 8 Series",
+            " A Class",
+            " A1",
+            " A2",
+            " A3",
+            " A4",
+            " A5",
+            " A6",
+            " A7",
+            " A8",
+            " Accent",
+            " Adam",
+            " Agila",
+            " Amarok",
+            " Amica",
+            " Ampera",
+            " Antara",
+            " Arteon",
+            " Astra",
+            " Auris",
+            " Avensis",
+            " Aygo",
+            " B Class",
+            " B-MAX",
+            " Beetle",
+            " C Class",
+            " C-HR",
+            " C-MAX",
+            " CC",
+            " CL Class",
+            " CLA Class",
+            " CLC Class",
+            " CLK",
+            " CLS Class",
+            " Caddy",
+            " Caddy Life",
+            " Caddy Maxi",
+            " Caddy Maxi Life",
+            " California",
+            " Camry",
+            " Caravelle",
+            " Cascada",
+            " Citigo",
+            " Combo Life",
+            " Corolla",
+            " Corsa",
+            " Crossland X",
+            " E Class",
+            " EcoSport",
+            " Edge",
+            " Eos",
+            " Escort",
+            " Fabia",
+            " Fiesta",
+            " Focus",
+            " Fox",
+            " Fusion",
+            " G Class",
+            " GL Class",
+            " GLA Class",
+            " GLB Class",
+            " GLC Class",
+            " GLE Class",
+            " GLS Class",
+            " GT86",
+            " GTC",
+            " Galaxy",
+            " Getz",
+            " Golf",
+            " Golf SV",
+            " Grand C-MAX",
+            " Grand Tourneo Connect",
+            " Grandland X",
+            " Hilux",
+            " I10",
+            " I20",
+            " I30",
+            " I40",
+            " I800",
+            " IQ",
+            " IX20",
+            " IX35",
+            " Insignia",
+            " Ioniq",
+            " Jetta",
+            " KA",
+            " Ka+",
+            " Kadjar",
+            " Kamiq",
+            " Karoq",
+            " Kodiaq",
+            " Kona",
+            " Kuga",
+            " Land Cruiser",
+            " M Class",
+            " M2",
+            " M3",
+            " M4",
+            " M5",
+            " M6",
+            " Meriva",
+            " Mokka",
+            " Mokka X",
+            " Mondeo",
+            " Mustang",
+            " Octavia",
+            " PROACE VERSO",
+            " Passat",
+            " Polo",
+            " Prius",
+            " Puma",
+            " Q2",
+            " Q3",
+            " Q5",
+            " Q7",
+            " Q8",
+            " R Class",
+            " R8",
+            " RAV4",
+            " RS3",
+            " RS4",
+            " RS5",
+            " RS6",
+            " RS7",
+            " Ranger",
+            " Rapid",
+            " Roomster",
+            " S Class",
+            " S-MAX",
+            " S3",
+            " S4",
+            " S5",
+            " S8",
+            " SL CLASS",
+            " SLK",
+            " SQ5",
+            " SQ7",
+            " Santa Fe",
+            " Scala",
+            " Scirocco",
+            " Sharan",
+            " Shuttle",
+            " Streetka",
+            " Superb",
+            " Supra",
+            " T-Cross",
+            " T-Roc",
+            " TT",
+            " Terracan",
+            " Tigra",
+            " Tiguan",
+            " Tiguan Allspace",
+            " Touareg",
+            " Touran",
+            " Tourneo Connect",
+            " Tourneo Custom",
+            " Transit Tourneo",
+            " Tucson",
+            " Up",
+            " Urban Cruiser",
+            " V Class",
+            " Vectra",
+            " Veloster",
+            " Verso",
+            " Verso-S",
+            " Viva",
+            " Vivaro",
+            " X-CLASS",
+            " X1",
+            " X2",
+            " X3",
+            " X4",
+            " X5",
+            " X6",
+            " X7",
+            " Yaris",
+            " Yeti",
+            " Yeti Outdoor",
+            " Z3",
+            " Z4",
+            " Zafira",
+            " Zafira Tourer",
+            " i3",
+            " i8",
+            "180",
+            "200",
+            "220",
+            "230"
+        ],
+        "transmission": [
+            "Automatic",
+            "Manual",
+            "Other",
+            "Semi-Auto"
+        ]
+    }
+}

ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_004/test.csv

@@ -0,0 +1,201 @@
+brand,model,year,price,transmission,mileage,fuelType,tax,mpg,engineSize
+Hyundi, I30,2019,14998,Manual,3001,Petrol,145,41.5,1.4
+Toyota, Corolla,2019,22226,Automatic,9264,Hybrid,135,78.5,1.8
+Volkswagen, Golf,2015,9995,Manual,39161,Petrol,30,53.3,1.4
+Volkswagen, Golf,2018,20791,Semi-Auto,38360,Diesel,145,57.7,2.0
+Mercedes, C Class,2015,15750,Automatic,28953,Diesel,20,64.2,2.1
+Audi, A4,2015,16950,Automatic,41594,Diesel,205,47.1,2.0
+Vauxhall, Astra,2017,10990,Semi-Auto,9789,Petrol,145,51.4,1.4
+Ford, Fiesta,2019,11498,Manual,1781,Petrol,150,55.4,1.1
+Vauxhall, Corsa,2018,8499,Manual,21000,Petrol,145,55.4,1.4
+Volkswagen, Golf,2018,15490,Semi-Auto,19687,Diesel,145,45.6,1.6
+Volkswagen, Touran,2019,26298,Manual,30,Diesel,145,61.4,2.0
+Audi, Q3,2019,24990,Manual,6000,Petrol,145,40.9,1.5
+Volkswagen, Polo,2019,13990,Manual,4920,Petrol,150,52.3,1.0
+Skoda, Fabia,2010,3695,Manual,74000,Diesel,20,67.3,1.6
+Hyundi, Kona,2019,14770,Manual,3702,Petrol,145,44.1,1.0
+Volkswagen, T-Roc,2019,22900,Manual,5000,Diesel,145,50.4,2.0
+Ford, B-MAX,2013,5780,Manual,44201,Diesel,20,68.9,1.5
+Hyundi, Tucson,2016,12995,Manual,37688,Diesel,30,61.7,1.7
+BMW, 5 Series,2013,8595,Automatic,143624,Diesel,120,57.6,2.0
+Volkswagen, Golf SV,2019,18391,Semi-Auto,6591,Petrol,150,45.6,1.5
+Audi, Q5,2020,37495,Automatic,7511,Petrol,145,32.1,2.0
+Volkswagen, Golf,2017,13800,Manual,10600,Petrol,30,54.3,1.4
+Volkswagen, Golf,2016,11490,Manual,26386,Diesel,0,74.3,1.6
+Skoda, Octavia,2018,14775,Manual,15695,Diesel,145,65.7,2.0
+Mercedes, GLC Class,2019,31519,Semi-Auto,1000,Diesel,145,47.9,2.0
+Volkswagen, Golf SV,2019,22798,Manual,10,Petrol,145,43.5,1.5
+Audi, Q7,2018,54950,Automatic,27258,Diesel,150,39.2,4.0
+Vauxhall, Corsa,2016,7000,Manual,40854,Petrol,30,57.6,1.0
+Ford, Focus,2019,15990,Manual,8000,Petrol,150,60.1,1.0
+BMW, 2 Series,2019,21176,Manual,123,Diesel,145,65.7,2.0
+BMW, 2 Series,2019,22995,Manual,10,Petrol,145,42.8,1.5
+Hyundi, Tucson,2018,14690,Manual,15759,Petrol,145,44.8,1.6
+Mercedes, A Class,2018,20389,Automatic,10427,Diesel,145,68.9,2.1
+Skoda, Fabia,2017,8750,Manual,5346,Petrol,20,60.1,1.2
+Vauxhall, Corsa,2020,10210,Manual,3085,Petrol,145,43.5,1.4
+Vauxhall, Astra,2015,7013,Automatic,49492,Petrol,235,38.2,1.6
+Volkswagen, Tiguan,2017,17831,Semi-Auto,29794,Diesel,145,49.6,2.0
+Toyota, Yaris,2018,12995,Automatic,8207,Petrol,145,60.1,1.5
+Audi, A5,2017,24990,Automatic,36310,Petrol,145,45.6,2.0
+BMW, 1 Series,2017,19498,Manual,25163,Petrol,145,36.2,3.0
+Hyundi, I800,2019,18995,Automatic,15927,Diesel,145,28.0,2.5
+Toyota, Aygo,2019,9800,Manual,7111,Petrol,145,57.7,1.0
+Skoda, Kodiaq,2017,24295,Automatic,19261,Petrol,145,38.2,2.0
+Toyota, Aygo,2018,9295,Manual,11000,Petrol,150,56.5,1.0
+Skoda, Octavia,2019,13990,Manual,5082,Diesel,145,68.9,1.6
+BMW, 2 Series,2017,12700,Manual,22397,Petrol,125,52.3,1.5
+Volkswagen, Tiguan,2018,23990,Semi-Auto,19273,Petrol,145,38.2,2.0
+Mercedes, C Class,2016,21495,Semi-Auto,16723,Diesel,125,60.1,2.1
+Ford, C-MAX,2016,9837,Automatic,23242,Diesel,20,64.2,1.5
+Vauxhall, Astra,2016,9298,Manual,16147,Petrol,125,51.4,1.4
+BMW, X3,2014,14495,Semi-Auto,44000,Diesel,165,50.4,2.0
+Ford, Kuga,2018,17160,Manual,10267,Petrol,145,39.2,1.5
+Volkswagen, T-Roc,2020,24590,Manual,22462,Diesel,145,50.4,2.0
+Ford, Fiesta,2016,7744,Manual,22692,Petrol,125,54.3,1.2
+Toyota, Verso-S,2013,6995,Manual,33900,Petrol,125,51.4,1.3
+Ford, Fiesta,2015,6210,Manual,45258,Petrol,125,54.3,1.2
+Audi, A5,2020,33000,Semi-Auto,6000,Petrol,145,39.8,2.0
+Skoda, Superb,2020,29000,Semi-Auto,3623,Diesel,150,47.1,2.0
+Mercedes, C Class,2019,30995,Automatic,2499,Petrol,145,42.8,2.0
+Audi, RS4,2019,56795,Automatic,4100,Petrol,145,29.1,2.9
+Hyundi, I800,2018,15499,Manual,33173,Diesel,145,37.7,2.5
+Ford, Fiesta,2016,9698,Manual,19884,Petrol,0,65.7,1.0
+Vauxhall, Insignia,2017,12999,Manual,14668,Diesel,150,54.3,2.0
+Volkswagen, Polo,2016,8789,Manual,22476,Petrol,20,60.1,1.0
+BMW, 3 Series,2015,10225,Manual,91246,Diesel,125,61.4,2.0
+Vauxhall, Crossland X,2018,11999,Semi-Auto,13297,Petrol,150,52.3,1.2
+Vauxhall, Zafira,2016,11600,Manual,15444,Petrol,200,42.2,1.4
+Skoda, Yeti Outdoor,2017,12990,Manual,21303,Petrol,150,51.4,1.2
+Volkswagen, Golf SV,2016,10999,Manual,33412,Petrol,30,55.4,1.4
+Vauxhall, Corsa,2017,7420,Manual,33760,Petrol,30,55.4,1.4
+Volkswagen, Golf,2015,13995,Semi-Auto,57488,Diesel,30,62.8,2.0
+BMW, 5 Series,2016,15991,Semi-Auto,21476,Diesel,30,62.8,2.0
+BMW, X1,2020,28995,Semi-Auto,1600,Petrol,145,37.7,1.5
+Hyundi, Tucson,2017,14995,Semi-Auto,13061,Diesel,125,57.6,1.7
+Skoda, Fabia,2016,6498,Manual,16902,Petrol,20,60.1,1.0
+Mercedes, C Class,2019,26480,Semi-Auto,11487,Diesel,145,61.4,2.0
+Ford, Fiesta,2017,9760,Manual,22330,Petrol,0,65.7,1.0
+Volkswagen, Tiguan,2020,35000,Manual,10,Diesel,145,47.9,2.0
+Vauxhall, Corsa,2016,7998,Manual,19881,Petrol,30,55.4,1.4
+Toyota, Yaris,2013,9995,Automatic,30984,Hybrid,0,76.3,1.5
+BMW, M2,2019,44990,Semi-Auto,4358,Petrol,145,29.1,3.0
+Vauxhall, Adam,2016,8000,Manual,20324,Petrol,125,53.3,1.2
+Audi, Q3,2019,26500,Automatic,12190,Petrol,150,38.2,1.5
+Volkswagen, Golf,2016,11698,Manual,33169,Diesel,20,68.9,2.0
+Vauxhall, Astra,2008,2295,Manual,90000,Petrol,205,43.5,1.6
+Ford, Fiesta,2019,14652,Manual,20059,Petrol,145,40.3,1.5
+Hyundi, I20,2017,8995,Manual,5937,Petrol,145,62.8,1.0
+Mercedes, B Class,2019,21980,Semi-Auto,9318,Petrol,145,45.6,1.3
+Ford, Focus,2016,10955,Manual,41394,Diesel,0,74.3,1.5
+Audi, A3,2016,16298,Semi-Auto,43014,Diesel,125,57.6,2.0
+Audi, A4,2018,24000,Semi-Auto,26618,Diesel,150,57.6,2.0
+Audi, Q5,2020,39000,Semi-Auto,1000,Diesel,150,38.2,2.0
+Toyota, Yaris,2019,11295,Manual,10995,Petrol,145,47.9,1.5
+Vauxhall, Corsa,2019,9151,Manual,13351,Petrol,145,43.5,1.4
+BMW, 5 Series,2014,15995,Semi-Auto,28500,Diesel,160,51.4,3.0
+Ford, Fiesta,2019,13120,Manual,1327,Petrol,145,48.7,1.1
+Audi, Q7,2019,43700,Semi-Auto,5900,Diesel,150,33.2,3.0
+Skoda, Fabia,2016,8125,Manual,36795,Diesel,0,78.5,1.4
+Audi, A1,2017,13000,Semi-Auto,17449,Petrol,20,64.2,1.0
+Audi, Q3,2019,26990,Manual,4500,Diesel,145,42.8,2.0
+BMW, 3 Series,2020,37875,Semi-Auto,2000,Diesel,145,47.9,3.0
+Toyota, Aygo,2016,6295,Manual,35336,Petrol,0,69.0,1.0
+Vauxhall, Corsa,2018,9000,Manual,5875,Petrol,145,55.4,1.4
+Vauxhall, Mokka X,2019,15291,Manual,2266,Petrol,145,39.2,1.4
+Hyundi, Tucson,2016,11485,Manual,53963,Diesel,30,61.7,1.7
+BMW, 3 Series,2018,18990,Semi-Auto,17282,Diesel,150,64.2,2.0
+Volkswagen, Polo,2019,13290,Manual,12784,Petrol,150,52.3,1.0
+Mercedes, E Class,2019,55830,Automatic,9325,Petrol,145,32.1,3.0
+Vauxhall, Astra,2019,14000,Manual,6874,Petrol,150,47.9,1.4
+Audi, Q7,2019,44990,Automatic,10000,Diesel,145,33.2,3.0
+Audi, A7,2015,22450,Semi-Auto,55449,Diesel,160,52.3,3.0
+Toyota, Yaris,2016,7498,Manual,15203,Petrol,0,66.0,1.0
+Toyota, Yaris,2019,11450,Manual,3696,Petrol,145,47.9,1.5
+Skoda, Fabia,2019,8999,Manual,9670,Petrol,150,57.7,1.0
+Volkswagen, Golf,2016,13495,Semi-Auto,51081,Petrol,30,58.9,1.4
+Ford, Focus,2017,16690,Manual,24692,Petrol,145,41.5,2.0
+Audi, A6,2015,17996,Semi-Auto,48175,Diesel,125,57.6,3.0
+Vauxhall, Combo Life,2019,16658,Manual,1733,Petrol,145,42.2,1.2
+Skoda, Kodiaq,2019,28620,Automatic,5705,Petrol,145,31.7,2.0
+Audi, Q7,2019,45995,Automatic,7500,Diesel,145,33.6,3.0
+Hyundi, I30,2015,6844,Manual,45640,Petrol,145,47.1,1.4
+Volkswagen, Polo,2019,20990,Semi-Auto,1396,Petrol,145,39.8,2.0
+Mercedes, E Class,2019,40999,Semi-Auto,1000,Hybrid,135,188.3,2.0
+Hyundi, I30,2016,9995,Manual,51344,Diesel,20,72.4,1.6
+Audi, A3,2014,9895,Manual,94410,Petrol,30,58.9,1.4
+Mercedes, A Class,2017,16899,Semi-Auto,11750,Petrol,145,53.3,1.6
+Vauxhall, Astra,2019,15417,Manual,48,Diesel,145,72.4,1.6
+Audi, A6,2016,24990,Semi-Auto,38478,Diesel,160,51.4,3.0
+Ford, Galaxy,2016,16798,Manual,19406,Diesel,125,56.5,2.0
+Hyundi, I30,2018,11998,Manual,8337,Diesel,145,74.3,1.6
+Mercedes, C Class,2019,34249,Semi-Auto,1000,Diesel,145,61.4,2.0
+Skoda, Superb,2019,24960,Semi-Auto,7357,Diesel,145,48.7,2.0
+Toyota, Yaris,2019,15491,Automatic,6113,Petrol,145,47.9,1.5
+Mercedes, C Class,2017,16750,Automatic,33000,Diesel,20,64.2,2.1
+Ford, Kuga,2015,12995,Manual,63000,Diesel,145,54.3,2.0
+Ford, Kuga,2017,16699,Manual,14448,Diesel,145,60.1,2.0
+Vauxhall, Corsa,2019,10995,Manual,9,Petrol,150,44.8,1.4
+Vauxhall, Mokka,2016,10750,Automatic,28077,Petrol,165,43.5,1.4
+Audi, Q7,2019,46500,Automatic,11294,Diesel,145,32.8,3.0
+Ford, Kuga,2019,19995,Manual,16000,Diesel,150,47.9,2.0
+Ford, Focus,2017,11700,Manual,26807,Petrol,145,60.1,1.0
+BMW, X5,2019,43956,Semi-Auto,10175,Diesel,145,37.7,3.0
+Ford, Focus,2017,19980,Manual,12720,Diesel,145,67.3,2.0
+Volkswagen, Passat,2015,13795,Manual,34646,Diesel,20,68.9,2.0
+Mercedes, A Class,2014,12900,Semi-Auto,45844,Diesel,20,68.9,2.1
+Toyota, Aygo,2016,6245,Manual,42158,Petrol,0,69.0,1.0
+Volkswagen, Golf,2016,10995,Manual,57261,Diesel,0,74.3,1.6
+Ford, Focus,2019,14995,Manual,6093,Petrol,145,60.1,1.0
+Skoda, Octavia,2019,16999,Manual,4559,Diesel,145,55.4,2.0
+Ford, Focus,2017,15612,Manual,24421,Diesel,145,67.3,2.0
+Audi, A4,2016,13498,Manual,29333,Petrol,145,51.4,1.4
+Ford, Fiesta,2018,11295,Manual,3105,Petrol,145,65.7,1.0
+Mercedes, GLA Class,2016,16695,Automatic,26000,Diesel,30,64.2,2.1
+Audi, A6,2016,19950,Semi-Auto,42165,Diesel,30,61.4,3.0
+Vauxhall, Corsa,2016,8000,Manual,34304,Petrol,30,54.3,1.4
+Ford, Focus,2018,12500,Manual,16145,Petrol,150,57.7,1.0
+Audi, A1,2014,13995,Semi-Auto,15300,Petrol,125,53.3,1.4
+Audi, A3,2019,24888,Manual,6500,Diesel,145,54.3,2.0
+Mercedes, GLA Class,2015,17000,Semi-Auto,58000,Diesel,125,55.4,2.1
+Mercedes, A Class,2016,14722,Manual,36416,Diesel,20,68.9,1.5
+Vauxhall, Crossland X,2019,12000,Manual,13206,Petrol,145,44.8,1.2
+Ford, Fiesta,2018,10700,Manual,12372,Diesel,145,85.6,1.5
+BMW, 2 Series,2017,14600,Automatic,24170,Petrol,145,53.3,1.5
+Skoda, Yeti Outdoor,2016,10887,Semi-Auto,38424,Petrol,125,51.4,1.2
+Ford, Focus,2017,10479,Manual,33446,Diesel,145,74.3,1.5
+BMW, 2 Series,2019,23250,Semi-Auto,4949,Diesel,145,48.7,2.0
+Hyundi, I20,2019,11470,Manual,6305,Petrol,150,47.9,1.0
+Ford, B-MAX,2013,5998,Semi-Auto,44582,Petrol,165,44.1,1.6
+Ford, Fiesta,2018,11997,Manual,14467,Petrol,145,65.7,1.0
+Vauxhall, Adam,2019,10995,Manual,15,Petrol,145,44.8,1.2
+Vauxhall, Adam,2015,7300,Manual,28938,Petrol,125,53.3,1.4
+Audi, Q3,2019,31200,Automatic,4303,Petrol,145,32.1,2.0
+BMW, 1 Series,2017,18998,Manual,17888,Petrol,260,36.2,3.0
+Toyota, Hilux,2018,24995,Automatic,12255,Diesel,260,36.2,2.4
+Volkswagen, Tiguan,2015,15465,Manual,36047,Diesel,145,53.3,2.0
+BMW, 3 Series,2016,14000,Manual,23323,Diesel,30,62.8,2.0
+Mercedes, GLC Class,2019,31899,Semi-Auto,14908,Diesel,145,41.5,2.1
+Volkswagen, Touran,2007,2390,Manual,124000,Petrol,265,37.7,1.4
+BMW, 1 Series,2014,9500,Automatic,54020,Diesel,30,64.2,2.0
+Audi, Q3,2017,18200,Semi-Auto,18476,Petrol,145,47.9,1.4
+Toyota, Supra,2019,49994,Semi-Auto,500,Petrol,145,34.5,3.0
+BMW, X1,2019,26480,Semi-Auto,3737,Petrol,150,48.7,2.0
+Ford, Mondeo,2015,7561,Manual,98438,Diesel,30,64.2,2.0
+Volkswagen, Golf,2018,11749,Manual,20337,Diesel,145,61.4,1.6
+Hyundi, Ioniq,2018,18970,Automatic,14886,Hybrid,135,256.8,1.6
+Mercedes, B Class,2019,21500,Semi-Auto,10211,Diesel,150,55.4,2.0
+Mercedes, GLA Class,2019,24999,Semi-Auto,1000,Diesel,145,64.2,2.1
+Audi, Q3,2016,17750,Automatic,43328,Diesel,165,50.4,2.0
+Volkswagen, Touareg,2019,37300,Automatic,7115,Diesel,145,34.5,3.0
+Toyota, RAV4,2016,20000,Automatic,13322,Hybrid,20,57.6,2.5
+Mercedes, C Class,2019,30450,Automatic,4999,Diesel,145,64.2,2.0
+BMW, 1 Series,2016,9977,Manual,47905,Diesel,0,78.5,1.5
+BMW, 6 Series,2016,19916,Automatic,43525,Diesel,160,51.4,3.0
+BMW, 3 Series,2013,9940,Manual,83000,Diesel,30,61.4,2.0
+Hyundi, I10,2018,8995,Manual,24021,Petrol,145,57.7,1.2
+Vauxhall, Mokka,2016,10100,Manual,19770,Petrol,200,40.9,1.6
+Volkswagen, Polo,2017,8862,Manual,37402,Petrol,20,60.1,1.0
+Audi, A1,2016,9498,Manual,48889,Diesel,0,76.3,1.6
+Ford, Focus,2017,9659,Manual,22887,Petrol,20,61.4,1.0
+Volkswagen, Golf,2014,9190,Semi-Auto,66468,Petrol,30,56.5,1.4

ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_004/test_current.csv

@@ -0,0 +1,13 @@
+brand,model,year,price,transmission,mileage,fuelType,tax,mpg,engineSize
+Vauxhall, Corsa,2019,10995,Manual,9,Petrol,150,44.8,1.4
+Volkswagen, Golf SV,2019,22798,Manual,10,Petrol,145,43.5,1.5
+BMW, 2 Series,2019,22995,Manual,10,Petrol,145,42.8,1.5
+Volkswagen, Tiguan,2020,35000,Manual,10,Diesel,145,47.9,2.0
+Vauxhall, Adam,2019,10995,Manual,15,Petrol,145,44.8,1.2
+Volkswagen, Touran,2019,26298,Manual,30,Diesel,145,61.4,2.0
+Vauxhall, Astra,2019,15417,Manual,48,Diesel,145,72.4,1.6
+BMW, 2 Series,2019,21176,Manual,123,Diesel,145,65.7,2.0
+Toyota, Supra,2019,49994,Semi-Auto,500,Petrol,145,34.5,3.0
+Mercedes, GLC Class,2019,31519,Semi-Auto,1000,Diesel,145,47.9,2.0
+Audi, Q5,2020,39000,Semi-Auto,1000,Diesel,150,38.2,2.0
+Mercedes, E Class,2019,40999,Semi-Auto,1000,Hybrid,135,188.3,2.0

ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_006/current.csv

@@ -0,0 +1,201 @@
+brand,model,year,price,transmission,fuelType,tax,mpg,engineSize
+Toyota, Yaris,2018,9940,Manual,Petrol,145,58.9,1.5
+Mercedes, A Class,2018,30949,Semi-Auto,Petrol,145,40.9,2.0
+Mercedes, A Class,2020,29900,Automatic,Petrol,150,53.3,1.3
+BMW, 3 Series,2016,16500,Automatic,Other,0,134.5,2.0
+Mercedes, C Class,2019,37999,Automatic,Petrol,145,44.1,1.5
+Toyota, Avensis,2013,5995,Manual,Diesel,30,61.4,2.0
+Ford, S-MAX,2019,21673,Manual,Diesel,145,56.5,2.0
+Hyundi, I10,2017,8495,Manual,Petrol,145,57.7,1.2
+BMW, 1 Series,2013,8490,Manual,Diesel,125,60.1,2.0
+Ford, Focus,2016,9059,Manual,Diesel,0,74.3,1.5
+Skoda, Octavia,2012,7995,Manual,Diesel,160,49.6,2.0
+Audi, A4,2013,6000,Manual,Diesel,30,64.2,2.0
+Volkswagen, Golf,2016,11799,Manual,Petrol,30,53.3,1.4
+Vauxhall, Astra,2017,10798,Semi-Auto,Petrol,125,50.4,1.4
+Volkswagen, Polo,2017,12495,Automatic,Other,145,60.1,1.2
+Volkswagen, Tiguan,2016,11999,Manual,Diesel,125,56.5,2.0
+Audi, Q3,2017,21991,Manual,Diesel,145,54.3,2.0
+Vauxhall, Corsa,2015,6800,Manual,Petrol,125,54.3,1.4
+Ford, C-MAX,2018,9999,Manual,Diesel,145,68.9,1.5
+Vauxhall, Crossland X,2019,14495,Semi-Auto,Petrol,145,42.2,1.2
+Ford, EcoSport,2017,8789,Manual,Petrol,125,52.3,1.0
+Ford, Focus,2018,11250,Manual,Petrol,150,60.1,1.0
+Volkswagen, Polo,2017,8600,Manual,Petrol,145,60.1,1.2
+Ford, Fiesta,2017,9250,Manual,Petrol,145,65.7,1.0
+BMW, X2,2019,28266,Semi-Auto,Petrol,145,39.2,2.0
+Mercedes, CLC Class,2010,4695,Automatic,Petrol,305,35.8,1.6
+Volkswagen, Golf,2018,15990,Semi-Auto,Petrol,145,55.4,1.5
+BMW, 5 Series,2016,15230,Automatic,Diesel,160,51.4,3.0
+Vauxhall, Astra,2016,8499,Manual,Diesel,0,78.5,1.6
+Ford, Focus,2020,18991,Manual,Petrol,150,60.1,1.0
+Vauxhall, Insignia,2016,8991,Manual,Diesel,20,72.4,1.6
+Audi, Q2,2017,21490,Semi-Auto,Petrol,145,52.3,1.4
+Audi, A4,2020,38534,Semi-Auto,Diesel,145,49.6,2.0
+Vauxhall, Zafira,2017,10998,Manual,Petrol,205,41.5,1.4
+Skoda, Octavia,2018,17995,Semi-Auto,Diesel,145,55.4,2.0
+Skoda, Octavia,2018,12998,Manual,Diesel,145,68.9,1.6
+BMW, 2 Series,2017,17450,Manual,Diesel,150,62.8,1.5
+Ford, EcoSport,2019,15000,Manual,Diesel,145,68.9,1.5
+Skoda, Yeti,2014,6990,Manual,Diesel,150,55.4,2.0
+Toyota, Aygo,2014,8995,Semi-Auto,Petrol,0,67.0,1.0
+Toyota, C-HR,2019,28890,Automatic,Hybrid,135,54.3,2.0
+Ford, Fiesta,2013,5591,Manual,Diesel,0,76.4,1.5
+Skoda, Fabia,2017,9290,Manual,Petrol,20,58.8,1.2
+Ford, Fiesta,2016,10414,Manual,Petrol,20,62.8,1.0
+Volkswagen, Polo,2016,8498,Manual,Petrol,20,60.1,1.2
+Mercedes, C Class,2018,21991,Automatic,Diesel,150,61.4,2.1
+Skoda, Fabia,2017,8395,Manual,Petrol,150,60.1,1.2
+Ford, EcoSport,2019,16298,Manual,Petrol,150,51.4,1.0
+Volkswagen, Polo,2017,11500,Manual,Petrol,20,60.1,1.2
+Mercedes, E Class,2019,37000,Automatic,Petrol,145,33.7,2.0
+Toyota, Aygo,2018,7995,Manual,Petrol,145,68.9,1.0
+Ford, Focus,2017,11700,Manual,Petrol,145,60.1,1.0
+Mercedes, E Class,2019,23690,Semi-Auto,Diesel,145,72.4,2.0
+Vauxhall, Astra,2017,10500,Manual,Petrol,125,51.4,0.0
+Mercedes, C Class,2019,24980,Semi-Auto,Petrol,145,45.6,1.5
+BMW, 7 Series,2019,52990,Semi-Auto,Diesel,145,41.5,3.0
+BMW, 1 Series,2019,24572,Semi-Auto,Petrol,145,40.4,1.5
+Ford, Fiesta,2016,7998,Manual,Petrol,125,54.3,1.2
+BMW, 3 Series,2016,15600,Automatic,Diesel,145,53.3,3.0
+Audi, A5,2020,30850,Semi-Auto,Diesel,145,47.1,2.0
+Ford, Fiesta,2018,10000,Manual,Petrol,145,65.7,1.0
+Volkswagen, Tiguan,2017,19745,Semi-Auto,Diesel,125,57.6,2.0
+Ford, Mondeo,2018,13999,Automatic,Diesel,145,45.6,2.0
+Audi, Q2,2017,21985,Semi-Auto,Diesel,145,57.7,2.0
+Mercedes, E Class,2015,14990,Automatic,Diesel,125,61.4,2.1
+Vauxhall, Corsa,2018,7700,Manual,Petrol,145,55.4,1.4
+Audi, A4,2018,27990,Semi-Auto,Petrol,145,36.7,3.0
+Vauxhall, Mokka X,2019,11994,Manual,Petrol,145,39.2,1.4
+BMW, 5 Series,2017,25000,Automatic,Diesel,145,60.1,3.0
+Vauxhall, Mokka,2017,10800,Manual,Petrol,145,42.2,1.6
+Hyundi, I30,2018,12700,Manual,Diesel,145,74.3,1.6
+Hyundi, I20,2019,11495,Manual,Petrol,145,47.9,1.0
+Vauxhall, Corsa,2015,5898,Manual,Petrol,125,54.3,1.4
+Audi, Q7,2019,49990,Semi-Auto,Diesel,145,33.6,3.0
+Audi, TT,2015,15998,Manual,Petrol,145,47.9,2.0
+Ford, KA,2016,5990,Manual,Petrol,30,57.7,1.2
+Skoda, Citigo,2019,8295,Manual,Petrol,145,67.3,1.0
+Audi, A5,2017,18500,Manual,Diesel,145,68.9,2.0
+Toyota, Auris,2017,12550,Manual,Petrol,125,52.3,1.2
+Mercedes, E Class,2014,9990,Automatic,Diesel,30,58.9,2.1
+Volkswagen, Polo,2015,8199,Manual,Petrol,20,60.1,1.2
+Vauxhall, Mokka,2016,10000,Automatic,Petrol,165,43.5,1.4
+Vauxhall, Mokka X,2018,12294,Manual,Petrol,145,47.1,1.4
+BMW, 4 Series,2013,12220,Semi-Auto,Diesel,125,57.6,3.0
+Skoda, Yeti,2015,10480,Manual,Diesel,165,49.6,2.0
+Skoda, Kodiaq,2018,25499,Automatic,Petrol,150,39.8,1.4
+Mercedes, A Class,2018,29500,Automatic,Petrol,145,40.9,2.0
+Mercedes, GLS Class,2020,67480,Semi-Auto,Diesel,145,30.4,3.0
+BMW, X6,2018,39994,Semi-Auto,Diesel,145,40.9,3.0
+Volkswagen, Golf,2019,23998,Manual,Petrol,145,37.2,2.0
+Ford, Fiesta,2019,16499,Manual,Petrol,145,58.9,1.0
+Ford, EcoSport,2018,15500,Manual,Diesel,150,64.2,1.5
+Ford, Focus,2019,17520,Manual,Petrol,145,60.1,1.0
+Vauxhall, Adam,2017,7660,Manual,Petrol,145,53.3,1.2
+Vauxhall, Corsa,2016,8799,Manual,Petrol,30,55.4,1.4
+Volkswagen, Golf,2016,14999,Manual,Diesel,20,67.3,2.0
+Mercedes, V Class,2018,42134,Automatic,Diesel,145,44.8,2.2
+Audi, A3,2016,9712,Manual,Diesel,20,68.9,2.0
+Toyota, Aygo,2017,7498,Manual,Petrol,145,68.9,1.0
+Volkswagen, Arteon,2019,25991,Automatic,Petrol,145,47.1,2.0
+Volkswagen, Arteon,2019,27498,Manual,Diesel,145,52.3,2.0
+Skoda, Citigo,2017,7000,Manual,Petrol,150,64.2,1.0
+Toyota, Yaris,2014,6995,Manual,Petrol,125,52.3,1.3
+Volkswagen, Tiguan,2016,21875,Manual,Diesel,125,58.9,2.0
+Hyundi, Ioniq,2019,16995,Automatic,Hybrid,135,78.5,1.6
+Ford, Focus,2019,17995,Manual,Petrol,145,49.6,1.0
+Mercedes, A Class,2019,22596,Automatic,Diesel,145,62.8,1.5
+Audi, A5,2015,16998,Semi-Auto,Diesel,160,49.6,3.0
+Volkswagen, Golf,2017,20995,Manual,Petrol,200,39.8,2.0
+Toyota, Yaris,2018,14195,Automatic,Petrol,145,47.1,1.5
+BMW, X1,2020,26895,Semi-Auto,Diesel,145,40.9,2.0
+Ford, Focus,2015,10899,Manual,Diesel,0,74.3,1.5
+Toyota, Aygo,2018,9250,Manual,Petrol,145,56.5,1.0
+Skoda, Octavia,2019,16491,Automatic,Petrol,145,47.9,2.0
+Audi, A1,2018,17990,Manual,Petrol,150,54.3,1.4
+Volkswagen, Polo,2019,13490,Manual,Petrol,145,52.3,1.0
+Audi, A6,2015,17498,Semi-Auto,Diesel,30,61.4,2.0
+BMW, 4 Series,2017,18300,Automatic,Petrol,145,45.6,2.0
+Audi, A5,2020,32995,Semi-Auto,Diesel,145,48.7,2.0
+Audi, Q5,2016,20200,Automatic,Diesel,200,47.1,2.0
+Ford, Focus,2017,12591,Manual,Petrol,145,60.1,1.0
+Volkswagen, Golf,2019,26995,Semi-Auto,Petrol,145,37.7,2.0
+Audi, A5,2019,26950,Semi-Auto,Diesel,150,51.4,2.0
+Skoda, Fabia,2017,10795,Manual,Petrol,20,58.9,1.2
+Toyota, Yaris,2019,13698,Automatic,Hybrid,140,76.3,1.5
+Skoda, Fabia,2017,7499,Manual,Petrol,145,64.2,1.0
+Hyundi, Tucson,2017,13397,Manual,Petrol,165,44.8,1.6
+Skoda, Octavia,2014,8998,Manual,Diesel,0,74.3,1.6
+Mercedes, B Class,2019,26099,Semi-Auto,Diesel,145,55.4,2.0
+Mercedes, A Class,2016,16500,Semi-Auto,Diesel,20,74.3,1.5
+Ford, Kuga,2015,9498,Manual,Diesel,125,60.1,2.0
+Toyota, Yaris,2014,9991,Automatic,Hybrid,0,76.3,1.5
+Vauxhall, Grandland X,2019,15495,Manual,Petrol,145,44.1,1.2
+Ford, Fiesta,2018,10500,Manual,Petrol,145,65.7,1.0
+Hyundi, I30,2017,9995,Semi-Auto,Petrol,145,51.4,1.4
+BMW, 1 Series,2016,11200,Manual,Diesel,0,83.1,1.5
+Vauxhall, Astra,2014,6800,Manual,Petrol,125,51.4,1.4
+Hyundi, Santa Fe,2019,40365,Semi-Auto,Diesel,145,39.2,2.2
+Mercedes, GLA Class,2018,25500,Semi-Auto,Diesel,145,56.5,2.1
+Audi, Q7,2019,54950,Automatic,Diesel,150,32.1,3.0
+Vauxhall, Zafira,2016,9933,Manual,Petrol,200,42.2,1.4
+Mercedes, GLC Class,2016,25998,Semi-Auto,Diesel,145,56.5,2.1
+BMW, 3 Series,2019,27480,Semi-Auto,Petrol,145,42.2,2.0
+Toyota, Aygo,2017,9370,Manual,Petrol,145,68.9,1.0
+Mercedes, A Class,2018,20099,Semi-Auto,Diesel,145,67.3,1.5
+Mercedes, C Class,2019,19899,Semi-Auto,Petrol,145,46.3,1.5
+Ford, Galaxy,2016,12940,Manual,Diesel,125,56.5,2.0
+Audi, A1,2015,12298,Manual,Petrol,30,58.9,1.4
+BMW, 1 Series,2019,18840,Semi-Auto,Petrol,145,54.3,1.5
+Volkswagen, T-Cross,2019,17995,Manual,Petrol,145,47.9,1.0
+Audi, A4,2019,24500,Manual,Petrol,145,40.4,2.0
+Mercedes, B Class,2016,13498,Manual,Diesel,20,68.9,1.5
+Mercedes, CL Class,2015,14550,Semi-Auto,Diesel,20,62.8,2.1
+Ford, Focus,2019,20999,Manual,Petrol,145,45.6,1.5
+Audi, A1,2015,10420,Manual,Petrol,0,67.3,1.0
+Vauxhall, Astra,2017,9850,Manual,Petrol,145,62.8,1.0
+Volkswagen, Tiguan,2018,19902,Manual,Petrol,145,48.7,1.4
+Volkswagen, Golf,2020,21999,Manual,Petrol,145,49.6,1.5
+Audi, A5,2019,29250,Automatic,Petrol,145,39.8,2.0
+Ford, Focus,2016,14250,Manual,Diesel,20,67.3,2.0
+Audi, Q2,2019,23995,Automatic,Diesel,145,47.9,1.6
+Hyundi, I10,2019,9995,Manual,Petrol,145,49.6,1.0
+Volkswagen, Golf,2020,25500,Semi-Auto,Hybrid,150,44.8,1.5
+Mercedes, A Class,2020,25879,Semi-Auto,Petrol,145,53.3,1.3
+BMW, X1,2017,19371,Semi-Auto,Diesel,150,60.1,2.0
+BMW, 3 Series,2019,21444,Semi-Auto,Diesel,145,55.4,2.0
+Audi, A1,2016,14897,Manual,Petrol,30,56.5,1.4
+Audi, Q7,2014,19750,Semi-Auto,Diesel,305,38.2,3.0
+Volkswagen, Tiguan,2018,24990,Automatic,Diesel,150,49.6,2.0
+Volkswagen, Passat,2017,10800,Manual,Diesel,145,68.9,2.0
+BMW, X5,2019,49999,Semi-Auto,Diesel,145,37.7,3.0
+Skoda, Superb,2020,28495,Semi-Auto,Diesel,145,47.1,2.0
+Skoda, Rapid,2018,7995,Manual,Petrol,145,62.8,1.0
+Audi, A5,2017,23490,Automatic,Petrol,145,48.7,2.0
+Volkswagen, Golf,2016,12495,Manual,Diesel,0,74.3,1.6
+Ford, Focus,2017,11799,Manual,Diesel,0,74.3,1.5
+Audi, TT,2016,16490,Manual,Petrol,150,47.1,1.8
+Audi, A4,2016,17990,Semi-Auto,Petrol,125,52.3,2.0
+Skoda, Karoq,2019,21690,Automatic,Petrol,145,41.5,1.5
+BMW, Z4,2019,32450,Semi-Auto,Petrol,145,38.7,2.0
+Ford, Fiesta,2015,8999,Manual,Petrol,0,65.7,1.0
+Mercedes, B Class,2019,19424,Automatic,Petrol,145,45.6,1.3
+Ford, Kuga,2019,20900,Automatic,Petrol,145,29.1,1.5
+BMW, 5 Series,2019,33890,Semi-Auto,Diesel,145,53.3,3.0
+BMW, 3 Series,2017,21990,Automatic,Diesel,145,49.6,3.0
+Ford, Grand C-MAX,2011,7995,Automatic,Diesel,205,48.7,2.0
+Vauxhall, Grandland X,2018,15495,Manual,Diesel,145,56.5,1.5
+Toyota, Aygo,2017,7700,Manual,Petrol,0,68.9,1.0
+Ford, Fiesta,2012,4963,Manual,Diesel,20,68.9,1.4
+Skoda, Superb,2020,29799,Automatic,Hybrid,135,201.8,1.4
+Audi, A1,2017,12995,Manual,Petrol,0,67.3,1.0
+Vauxhall, Corsa,2010,2999,Manual,Petrol,125,53.3,1.2
+BMW, 4 Series,2018,20991,Manual,Petrol,150,46.3,2.0
+Vauxhall, Mokka X,2018,13995,Manual,Diesel,150,60.1,1.6
+BMW, X1,2016,18727,Automatic,Petrol,160,44.8,2.0
+Ford, Kuga,2019,19800,Manual,Diesel,145,36.7,2.0
+Volkswagen, Polo,2016,8491,Manual,Petrol,20,58.9,1.0
+Vauxhall, Mokka X,2016,9799,Manual,Petrol,200,42.2,1.6
+Hyundi, Tucson,2019,15000,Manual,Petrol,150,34.9,0.0
+Volkswagen, Polo,2016,9990,Manual,Petrol,20,60.1,1.2

ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_006/info.json

@@ -0,0 +1,265 @@
+{
+    "name": "100,000 UK Used Car Data set",
+    "source": "https://www.kaggle.com/datasets/adityadesai13/used-car-dataset-ford-and-mercedes/data",
+    "data_intro": "The cleaned data set contains information of price, transmission, mileage, fuel type, road tax, miles per gallon (mpg), and engine size. I've removed duplicate listings and cleaned the columns, but have included a notebook showing the process and the original data for anyone who wants to check/improve my work.",
+    "is_splited": false,
+    "overall_size": 108540,
+    "train_size": 0,
+    "test_size": 0,
+    "c_classes": 3,
+    "n_classes": 6,
+    "task_type": "regression",
+    "target": "mileage",
+    "cat_feature_intro": {
+        "model": "- model: specific model of the car produced by a manufacturer,' 1 Series', ' 2 Series', ' 3 Series', ' 4 Series', ' 5 Series', ' 6 Series', ' 7 Series', ' 8 Series', ' A Class', ' A1', ' A2', ' A3', ' A4', ' A5', ' A6', ' A7', ' A8', ' Accent', ' Adam', ' Agila', ' Amarok', ' Amica', ' Ampera', ' Antara', ' Arteon', ' Astra', ' Auris', ' Avensis', ' Aygo', ' B Class', ' B-MAX', ' Beetle', ' C Class', ' C-HR', ' C-MAX', ' CC', ' CL Class', ' CLA Class', ' CLC Class', ' CLK', ' CLS Class', ' Caddy', ' Caddy Life', ' Caddy Maxi', ' Caddy Maxi Life', ' California', ' Camry', ' Caravelle', ' Cascada', ' Citigo', ' Combo Life', ' Corolla', ' Corsa', ' Crossland X', ' E Class', ' EcoSport', ' Edge', ' Eos', ' Escort', ' Fabia', ' Fiesta', ' Focus', ' Fox', ' Fusion', ' G Class', ' GL Class', ' GLA Class', ' GLB Class', ' GLC Class', ' GLE Class', ' GLS Class', ' GT86', ' GTC', ' Galaxy', ' Getz', ' Golf', ' Golf SV', ' Grand C-MAX', ' Grand Tourneo Connect', ' Grandland X', ' Hilux', ' I10', ' I20', ' I30', ' I40', ' I800', ' IQ', ' IX20', ' IX35', ' Insignia', ' Ioniq', ' Jetta', ' KA', ' Ka+', ' Kadjar', ' Kamiq', ' Karoq', ' Kodiaq', ' Kona', ' Kuga', ' Land Cruiser', ' M Class', ' M2', ' M3', ' M4', ' M5', ' M6', ' Meriva', ' Mokka', ' Mokka X', ' Mondeo', ' Mustang', ' Octavia', ' PROACE VERSO', ' Passat', ' Polo', ' Prius', ' Puma', ' Q2', ' Q3', ' Q5', ' Q7', ' Q8', ' R Class', ' R8', ' RAV4', ' RS3', ' RS4', ' RS5', ' RS6', ' RS7', ' Ranger', ' Rapid', ' Roomster', ' S Class', ' S-MAX', ' S3', ' S4', ' S5', ' S8', ' SL CLASS', ' SLK', ' SQ5', ' SQ7', ' Santa Fe', ' Scala', ' Scirocco', ' Sharan', ' Shuttle', ' Streetka', ' Superb', ' Supra', ' T-Cross', ' T-Roc', ' TT', ' Terracan', ' Tigra', ' Tiguan', ' Tiguan Allspace', ' Touareg', ' Touran', ' Tourneo Connect', ' Tourneo Custom', ' Transit Tourneo', ' Tucson', ' Up', ' Urban Cruiser', ' V Class', ' Vectra', ' Veloster', ' Verso', ' Verso-S', ' Viva', ' Vivaro', ' X-CLASS', ' X1', ' X2', ' X3', ' X4', ' X5', ' X6', ' X7', ' Yaris', ' Yeti', ' Yeti Outdoor', ' Z3', ' Z4', ' Zafira', ' Zafira Tourer', ' i3', ' i8', '180', '200', '220', '230'",
+        "transmission": "- transmission: The type of the car's transmission, Manual, Automatic, Semi-Auto, Automatic",
+        "fuelType": "- fuelType: The type of fuel used by the car, petrol, diesel, Hybrid"
+    },
+    "num_feature_intro": {
+        "year": "- year: The year the car was manufactured.",
+        "price": "- price: The asking prince of the car",
+        "mileage": "- mileage: The mileage of the car",
+        "tax": "- tax: The road tax for the car.",
+        "mpg": "-mpg :The miles per gallon (fuel efficiency) of the car.",
+        "engineSize": "- engineSize: The size of the car's engine."
+    },
+    "evaluation_metric": null,
+    "num_feature_value": {
+        "engineSize": [
+            0.0,
+            6.6
+        ],
+        "mileage": [
+            1.0,
+            323000.0
+        ],
+        "mpg": [
+            0.3,
+            470.8
+        ],
+        "price": [
+            450.0,
+            159999.0
+        ],
+        "tax": [
+            0.0,
+            580.0
+        ],
+        "year": [
+            1970.0,
+            2060.0
+        ]
+    },
+    "cat_feature_value": {
+        "fuelType": [
+            "Diesel",
+            "Electric",
+            "Hybrid",
+            "Other",
+            "Petrol"
+        ],
+        "model": [
+            " 1 Series",
+            " 2 Series",
+            " 3 Series",
+            " 4 Series",
+            " 5 Series",
+            " 6 Series",
+            " 7 Series",
+            " 8 Series",
+            " A Class",
+            " A1",
+            " A2",
+            " A3",
+            " A4",
+            " A5",
+            " A6",
+            " A7",
+            " A8",
+            " Accent",
+            " Adam",
+            " Agila",
+            " Amarok",
+            " Amica",
+            " Ampera",
+            " Antara",
+            " Arteon",
+            " Astra",
+            " Auris",
+            " Avensis",
+            " Aygo",
+            " B Class",
+            " B-MAX",
+            " Beetle",
+            " C Class",
+            " C-HR",
+            " C-MAX",
+            " CC",
+            " CL Class",
+            " CLA Class",
+            " CLC Class",
+            " CLK",
+            " CLS Class",
+            " Caddy",
+            " Caddy Life",
+            " Caddy Maxi",
+            " Caddy Maxi Life",
+            " California",
+            " Camry",
+            " Caravelle",
+            " Cascada",
+            " Citigo",
+            " Combo Life",
+            " Corolla",
+            " Corsa",
+            " Crossland X",
+            " E Class",
+            " EcoSport",
+            " Edge",
+            " Eos",
+            " Escort",
+            " Fabia",
+            " Fiesta",
+            " Focus",
+            " Fox",
+            " Fusion",
+            " G Class",
+            " GL Class",
+            " GLA Class",
+            " GLB Class",
+            " GLC Class",
+            " GLE Class",
+            " GLS Class",
+            " GT86",
+            " GTC",
+            " Galaxy",
+            " Getz",
+            " Golf",
+            " Golf SV",
+            " Grand C-MAX",
+            " Grand Tourneo Connect",
+            " Grandland X",
+            " Hilux",
+            " I10",
+            " I20",
+            " I30",
+            " I40",
+            " I800",
+            " IQ",
+            " IX20",
+            " IX35",
+            " Insignia",
+            " Ioniq",
+            " Jetta",
+            " KA",
+            " Ka+",
+            " Kadjar",
+            " Kamiq",
+            " Karoq",
+            " Kodiaq",
+            " Kona",
+            " Kuga",
+            " Land Cruiser",
+            " M Class",
+            " M2",
+            " M3",
+            " M4",
+            " M5",
+            " M6",
+            " Meriva",
+            " Mokka",
+            " Mokka X",
+            " Mondeo",
+            " Mustang",
+            " Octavia",
+            " PROACE VERSO",
+            " Passat",
+            " Polo",
+            " Prius",
+            " Puma",
+            " Q2",
+            " Q3",
+            " Q5",
+            " Q7",
+            " Q8",
+            " R Class",
+            " R8",
+            " RAV4",
+            " RS3",
+            " RS4",
+            " RS5",
+            " RS6",
+            " RS7",
+            " Ranger",
+            " Rapid",
+            " Roomster",
+            " S Class",
+            " S-MAX",
+            " S3",
+            " S4",
+            " S5",
+            " S8",
+            " SL CLASS",
+            " SLK",
+            " SQ5",
+            " SQ7",
+            " Santa Fe",
+            " Scala",
+            " Scirocco",
+            " Sharan",
+            " Shuttle",
+            " Streetka",
+            " Superb",
+            " Supra",
+            " T-Cross",
+            " T-Roc",
+            " TT",
+            " Terracan",
+            " Tigra",
+            " Tiguan",
+            " Tiguan Allspace",
+            " Touareg",
+            " Touran",
+            " Tourneo Connect",
+            " Tourneo Custom",
+            " Transit Tourneo",
+            " Tucson",
+            " Up",
+            " Urban Cruiser",
+            " V Class",
+            " Vectra",
+            " Veloster",
+            " Verso",
+            " Verso-S",
+            " Viva",
+            " Vivaro",
+            " X-CLASS",
+            " X1",
+            " X2",
+            " X3",
+            " X4",
+            " X5",
+            " X6",
+            " X7",
+            " Yaris",
+            " Yeti",
+            " Yeti Outdoor",
+            " Z3",
+            " Z4",
+            " Zafira",
+            " Zafira Tourer",
+            " i3",
+            " i8",
+            "180",
+            "200",
+            "220",
+            "230"
+        ],
+        "transmission": [
+            "Automatic",
+            "Manual",
+            "Other",
+            "Semi-Auto"
+        ]
+    }
+}

ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_006/test.csv

@@ -0,0 +1,201 @@
+brand,model,year,price,transmission,mileage,fuelType,tax,mpg,engineSize
+Toyota, Yaris,2018,9940,Manual,18848,Petrol,145,58.9,1.5
+Mercedes, A Class,2018,30949,Semi-Auto,11910,Petrol,145,40.9,2.0
+Mercedes, A Class,2020,29900,Automatic,661,Petrol,150,53.3,1.3
+BMW, 3 Series,2016,16500,Automatic,38438,Other,0,134.5,2.0
+Mercedes, C Class,2019,37999,Automatic,2486,Petrol,145,44.1,1.5
+Toyota, Avensis,2013,5995,Manual,101300,Diesel,30,61.4,2.0
+Ford, S-MAX,2019,21673,Manual,13490,Diesel,145,56.5,2.0
+Hyundi, I10,2017,8495,Manual,23000,Petrol,145,57.7,1.2
+BMW, 1 Series,2013,8490,Manual,70160,Diesel,125,60.1,2.0
+Ford, Focus,2016,9059,Manual,57477,Diesel,0,74.3,1.5
+Skoda, Octavia,2012,7995,Manual,65900,Diesel,160,49.6,2.0
+Audi, A4,2013,6000,Manual,129680,Diesel,30,64.2,2.0
+Volkswagen, Golf,2016,11799,Manual,31156,Petrol,30,53.3,1.4
+Vauxhall, Astra,2017,10798,Semi-Auto,20623,Petrol,125,50.4,1.4
+Volkswagen, Polo,2017,12495,Automatic,30892,Other,145,60.1,1.2
+Volkswagen, Tiguan,2016,11999,Manual,38501,Diesel,125,56.5,2.0
+Audi, Q3,2017,21991,Manual,20054,Diesel,145,54.3,2.0
+Vauxhall, Corsa,2015,6800,Manual,46678,Petrol,125,54.3,1.4
+Ford, C-MAX,2018,9999,Manual,30375,Diesel,145,68.9,1.5
+Vauxhall, Crossland X,2019,14495,Semi-Auto,4915,Petrol,145,42.2,1.2
+Ford, EcoSport,2017,8789,Manual,23447,Petrol,125,52.3,1.0
+Ford, Focus,2018,11250,Manual,8564,Petrol,150,60.1,1.0
+Volkswagen, Polo,2017,8600,Manual,57909,Petrol,145,60.1,1.2
+Ford, Fiesta,2017,9250,Manual,29408,Petrol,145,65.7,1.0
+BMW, X2,2019,28266,Semi-Auto,2367,Petrol,145,39.2,2.0
+Mercedes, CLC Class,2010,4695,Automatic,85000,Petrol,305,35.8,1.6
+Volkswagen, Golf,2018,15990,Semi-Auto,36629,Petrol,145,55.4,1.5
+BMW, 5 Series,2016,15230,Automatic,59058,Diesel,160,51.4,3.0
+Vauxhall, Astra,2016,8499,Manual,42026,Diesel,0,78.5,1.6
+Ford, Focus,2020,18991,Manual,905,Petrol,150,60.1,1.0
+Vauxhall, Insignia,2016,8991,Manual,44733,Diesel,20,72.4,1.6
+Audi, Q2,2017,21490,Semi-Auto,16150,Petrol,145,52.3,1.4
+Audi, A4,2020,38534,Semi-Auto,7521,Diesel,145,49.6,2.0
+Vauxhall, Zafira,2017,10998,Manual,31423,Petrol,205,41.5,1.4
+Skoda, Octavia,2018,17995,Semi-Auto,19212,Diesel,145,55.4,2.0
+Skoda, Octavia,2018,12998,Manual,10818,Diesel,145,68.9,1.6
+BMW, 2 Series,2017,17450,Manual,22661,Diesel,150,62.8,1.5
+Ford, EcoSport,2019,15000,Manual,2436,Diesel,145,68.9,1.5
+Skoda, Yeti,2014,6990,Manual,72500,Diesel,150,55.4,2.0
+Toyota, Aygo,2014,8995,Semi-Auto,5734,Petrol,0,67.0,1.0
+Toyota, C-HR,2019,28890,Automatic,2562,Hybrid,135,54.3,2.0
+Ford, Fiesta,2013,5591,Manual,40131,Diesel,0,76.4,1.5
+Skoda, Fabia,2017,9290,Manual,20000,Petrol,20,58.8,1.2
+Ford, Fiesta,2016,10414,Manual,23998,Petrol,20,62.8,1.0
+Volkswagen, Polo,2016,8498,Manual,37763,Petrol,20,60.1,1.2
+Mercedes, C Class,2018,21991,Automatic,12767,Diesel,150,61.4,2.1
+Skoda, Fabia,2017,8395,Manual,21500,Petrol,150,60.1,1.2
+Ford, EcoSport,2019,16298,Manual,6513,Petrol,150,51.4,1.0
+Volkswagen, Polo,2017,11500,Manual,10600,Petrol,20,60.1,1.2
+Mercedes, E Class,2019,37000,Automatic,1600,Petrol,145,33.7,2.0
+Toyota, Aygo,2018,7995,Manual,20001,Petrol,145,68.9,1.0
+Ford, Focus,2017,11700,Manual,20691,Petrol,145,60.1,1.0
+Mercedes, E Class,2019,23690,Semi-Auto,14295,Diesel,145,72.4,2.0
+Vauxhall, Astra,2017,10500,Manual,9503,Petrol,125,51.4,0.0
+Mercedes, C Class,2019,24980,Semi-Auto,7043,Petrol,145,45.6,1.5
+BMW, 7 Series,2019,52990,Semi-Auto,4884,Diesel,145,41.5,3.0
+BMW, 1 Series,2019,24572,Semi-Auto,5916,Petrol,145,40.4,1.5
+Ford, Fiesta,2016,7998,Manual,20777,Petrol,125,54.3,1.2
+BMW, 3 Series,2016,15600,Automatic,45900,Diesel,145,53.3,3.0
+Audi, A5,2020,30850,Semi-Auto,4000,Diesel,145,47.1,2.0
+Ford, Fiesta,2018,10000,Manual,32709,Petrol,145,65.7,1.0
+Volkswagen, Tiguan,2017,19745,Semi-Auto,34949,Diesel,125,57.6,2.0
+Ford, Mondeo,2018,13999,Automatic,34300,Diesel,145,45.6,2.0
+Audi, Q2,2017,21985,Semi-Auto,11126,Diesel,145,57.7,2.0
+Mercedes, E Class,2015,14990,Automatic,36000,Diesel,125,61.4,2.1
+Vauxhall, Corsa,2018,7700,Manual,15887,Petrol,145,55.4,1.4
+Audi, A4,2018,27990,Semi-Auto,6800,Petrol,145,36.7,3.0
+Vauxhall, Mokka X,2019,11994,Manual,13698,Petrol,145,39.2,1.4
+BMW, 5 Series,2017,25000,Automatic,18677,Diesel,145,60.1,3.0
+Vauxhall, Mokka,2017,10800,Manual,21480,Petrol,145,42.2,1.6
+Hyundi, I30,2018,12700,Manual,8404,Diesel,145,74.3,1.6
+Hyundi, I20,2019,11495,Manual,5000,Petrol,145,47.9,1.0
+Vauxhall, Corsa,2015,5898,Manual,65349,Petrol,125,54.3,1.4
+Audi, Q7,2019,49990,Semi-Auto,28,Diesel,145,33.6,3.0
+Audi, TT,2015,15998,Manual,23065,Petrol,145,47.9,2.0
+Ford, KA,2016,5990,Manual,22543,Petrol,30,57.7,1.2
+Skoda, Citigo,2019,8295,Manual,4174,Petrol,145,67.3,1.0
+Audi, A5,2017,18500,Manual,30984,Diesel,145,68.9,2.0
+Toyota, Auris,2017,12550,Manual,16000,Petrol,125,52.3,1.2
+Mercedes, E Class,2014,9990,Automatic,60500,Diesel,30,58.9,2.1
+Volkswagen, Polo,2015,8199,Manual,38816,Petrol,20,60.1,1.2
+Vauxhall, Mokka,2016,10000,Automatic,26555,Petrol,165,43.5,1.4
+Vauxhall, Mokka X,2018,12294,Manual,26180,Petrol,145,47.1,1.4
+BMW, 4 Series,2013,12220,Semi-Auto,73023,Diesel,125,57.6,3.0
+Skoda, Yeti,2015,10480,Manual,32800,Diesel,165,49.6,2.0
+Skoda, Kodiaq,2018,25499,Automatic,17517,Petrol,150,39.8,1.4
+Mercedes, A Class,2018,29500,Automatic,13500,Petrol,145,40.9,2.0
+Mercedes, GLS Class,2020,67480,Semi-Auto,3999,Diesel,145,30.4,3.0
+BMW, X6,2018,39994,Semi-Auto,15119,Diesel,145,40.9,3.0
+Volkswagen, Golf,2019,23998,Manual,9808,Petrol,145,37.2,2.0
+Ford, Fiesta,2019,16499,Manual,7683,Petrol,145,58.9,1.0
+Ford, EcoSport,2018,15500,Manual,14766,Diesel,150,64.2,1.5
+Ford, Focus,2019,17520,Manual,7562,Petrol,145,60.1,1.0
+Vauxhall, Adam,2017,7660,Manual,15071,Petrol,145,53.3,1.2
+Vauxhall, Corsa,2016,8799,Manual,14116,Petrol,30,55.4,1.4
+Volkswagen, Golf,2016,14999,Manual,52641,Diesel,20,67.3,2.0
+Mercedes, V Class,2018,42134,Automatic,3067,Diesel,145,44.8,2.2
+Audi, A3,2016,9712,Manual,60901,Diesel,20,68.9,2.0
+Toyota, Aygo,2017,7498,Manual,14888,Petrol,145,68.9,1.0
+Volkswagen, Arteon,2019,25991,Automatic,5043,Petrol,145,47.1,2.0
+Volkswagen, Arteon,2019,27498,Manual,10,Diesel,145,52.3,2.0
+Skoda, Citigo,2017,7000,Manual,7489,Petrol,150,64.2,1.0
+Toyota, Yaris,2014,6995,Manual,41000,Petrol,125,52.3,1.3
+Volkswagen, Tiguan,2016,21875,Manual,17539,Diesel,125,58.9,2.0
+Hyundi, Ioniq,2019,16995,Automatic,6918,Hybrid,135,78.5,1.6
+Ford, Focus,2019,17995,Manual,2000,Petrol,145,49.6,1.0
+Mercedes, A Class,2019,22596,Automatic,5382,Diesel,145,62.8,1.5
+Audi, A5,2015,16998,Semi-Auto,71253,Diesel,160,49.6,3.0
+Volkswagen, Golf,2017,20995,Manual,42580,Petrol,200,39.8,2.0
+Toyota, Yaris,2018,14195,Automatic,1562,Petrol,145,47.1,1.5
+BMW, X1,2020,26895,Semi-Auto,1074,Diesel,145,40.9,2.0
+Ford, Focus,2015,10899,Manual,14929,Diesel,0,74.3,1.5
+Toyota, Aygo,2018,9250,Manual,9667,Petrol,145,56.5,1.0
+Skoda, Octavia,2019,16491,Automatic,6983,Petrol,145,47.9,2.0
+Audi, A1,2018,17990,Manual,15000,Petrol,150,54.3,1.4
+Volkswagen, Polo,2019,13490,Manual,9367,Petrol,145,52.3,1.0
+Audi, A6,2015,17498,Semi-Auto,57290,Diesel,30,61.4,2.0
+BMW, 4 Series,2017,18300,Automatic,23772,Petrol,145,45.6,2.0
+Audi, A5,2020,32995,Semi-Auto,2000,Diesel,145,48.7,2.0
+Audi, Q5,2016,20200,Automatic,23714,Diesel,200,47.1,2.0
+Ford, Focus,2017,12591,Manual,11627,Petrol,145,60.1,1.0
+Volkswagen, Golf,2019,26995,Semi-Auto,2909,Petrol,145,37.7,2.0
+Audi, A5,2019,26950,Semi-Auto,2029,Diesel,150,51.4,2.0
+Skoda, Fabia,2017,10795,Manual,15085,Petrol,20,58.9,1.2
+Toyota, Yaris,2019,13698,Automatic,8388,Hybrid,140,76.3,1.5
+Skoda, Fabia,2017,7499,Manual,41144,Petrol,145,64.2,1.0
+Hyundi, Tucson,2017,13397,Manual,19687,Petrol,165,44.8,1.6
+Skoda, Octavia,2014,8998,Manual,64551,Diesel,0,74.3,1.6
+Mercedes, B Class,2019,26099,Semi-Auto,4277,Diesel,145,55.4,2.0
+Mercedes, A Class,2016,16500,Semi-Auto,37538,Diesel,20,74.3,1.5
+Ford, Kuga,2015,9498,Manual,62232,Diesel,125,60.1,2.0
+Toyota, Yaris,2014,9991,Automatic,62885,Hybrid,0,76.3,1.5
+Vauxhall, Grandland X,2019,15495,Manual,7440,Petrol,145,44.1,1.2
+Ford, Fiesta,2018,10500,Manual,6636,Petrol,145,65.7,1.0
+Hyundi, I30,2017,9995,Semi-Auto,39621,Petrol,145,51.4,1.4
+BMW, 1 Series,2016,11200,Manual,17863,Diesel,0,83.1,1.5
+Vauxhall, Astra,2014,6800,Manual,27031,Petrol,125,51.4,1.4
+Hyundi, Santa Fe,2019,40365,Semi-Auto,1,Diesel,145,39.2,2.2
+Mercedes, GLA Class,2018,25500,Semi-Auto,11638,Diesel,145,56.5,2.1
+Audi, Q7,2019,54950,Automatic,9150,Diesel,150,32.1,3.0
+Vauxhall, Zafira,2016,9933,Manual,16976,Petrol,200,42.2,1.4
+Mercedes, GLC Class,2016,25998,Semi-Auto,40220,Diesel,145,56.5,2.1
+BMW, 3 Series,2019,27480,Semi-Auto,6113,Petrol,145,42.2,2.0
+Toyota, Aygo,2017,9370,Manual,17443,Petrol,145,68.9,1.0
+Mercedes, A Class,2018,20099,Semi-Auto,10261,Diesel,145,67.3,1.5
+Mercedes, C Class,2019,19899,Semi-Auto,13690,Petrol,145,46.3,1.5
+Ford, Galaxy,2016,12940,Manual,85259,Diesel,125,56.5,2.0
+Audi, A1,2015,12298,Manual,15837,Petrol,30,58.9,1.4
+BMW, 1 Series,2019,18840,Semi-Auto,10000,Petrol,145,54.3,1.5
+Volkswagen, T-Cross,2019,17995,Manual,4895,Petrol,145,47.9,1.0
+Audi, A4,2019,24500,Manual,5000,Petrol,145,40.4,2.0
+Mercedes, B Class,2016,13498,Manual,25726,Diesel,20,68.9,1.5
+Mercedes, CL Class,2015,14550,Semi-Auto,30369,Diesel,20,62.8,2.1
+Ford, Focus,2019,20999,Manual,15000,Petrol,145,45.6,1.5
+Audi, A1,2015,10420,Manual,27209,Petrol,0,67.3,1.0
+Vauxhall, Astra,2017,9850,Manual,30000,Petrol,145,62.8,1.0
+Volkswagen, Tiguan,2018,19902,Manual,15827,Petrol,145,48.7,1.4
+Volkswagen, Golf,2020,21999,Manual,1118,Petrol,145,49.6,1.5
+Audi, A5,2019,29250,Automatic,11128,Petrol,145,39.8,2.0
+Ford, Focus,2016,14250,Manual,40696,Diesel,20,67.3,2.0
+Audi, Q2,2019,23995,Automatic,5859,Diesel,145,47.9,1.6
+Hyundi, I10,2019,9995,Manual,450,Petrol,145,49.6,1.0
+Volkswagen, Golf,2020,25500,Semi-Auto,430,Hybrid,150,44.8,1.5
+Mercedes, A Class,2020,25879,Semi-Auto,1227,Petrol,145,53.3,1.3
+BMW, X1,2017,19371,Semi-Auto,21293,Diesel,150,60.1,2.0
+BMW, 3 Series,2019,21444,Semi-Auto,6329,Diesel,145,55.4,2.0
+Audi, A1,2016,14897,Manual,29999,Petrol,30,56.5,1.4
+Audi, Q7,2014,19750,Semi-Auto,54853,Diesel,305,38.2,3.0
+Volkswagen, Tiguan,2018,24990,Automatic,37500,Diesel,150,49.6,2.0
+Volkswagen, Passat,2017,10800,Manual,57760,Diesel,145,68.9,2.0
+BMW, X5,2019,49999,Semi-Auto,5681,Diesel,145,37.7,3.0
+Skoda, Superb,2020,28495,Semi-Auto,1000,Diesel,145,47.1,2.0
+Skoda, Rapid,2018,7995,Manual,12231,Petrol,145,62.8,1.0
+Audi, A5,2017,23490,Automatic,35220,Petrol,145,48.7,2.0
+Volkswagen, Golf,2016,12495,Manual,25511,Diesel,0,74.3,1.6
+Ford, Focus,2017,11799,Manual,21069,Diesel,0,74.3,1.5
+Audi, TT,2016,16490,Manual,14782,Petrol,150,47.1,1.8
+Audi, A4,2016,17990,Semi-Auto,36100,Petrol,125,52.3,2.0
+Skoda, Karoq,2019,21690,Automatic,3225,Petrol,145,41.5,1.5
+BMW, Z4,2019,32450,Semi-Auto,9955,Petrol,145,38.7,2.0
+Ford, Fiesta,2015,8999,Manual,24546,Petrol,0,65.7,1.0
+Mercedes, B Class,2019,19424,Automatic,14118,Petrol,145,45.6,1.3
+Ford, Kuga,2019,20900,Automatic,11251,Petrol,145,29.1,1.5
+BMW, 5 Series,2019,33890,Semi-Auto,2096,Diesel,145,53.3,3.0
+BMW, 3 Series,2017,21990,Automatic,24000,Diesel,145,49.6,3.0
+Ford, Grand C-MAX,2011,7995,Automatic,28000,Diesel,205,48.7,2.0
+Vauxhall, Grandland X,2018,15495,Manual,35597,Diesel,145,56.5,1.5
+Toyota, Aygo,2017,7700,Manual,23161,Petrol,0,68.9,1.0
+Ford, Fiesta,2012,4963,Manual,45000,Diesel,20,68.9,1.4
+Skoda, Superb,2020,29799,Automatic,897,Hybrid,135,201.8,1.4
+Audi, A1,2017,12995,Manual,24386,Petrol,0,67.3,1.0
+Vauxhall, Corsa,2010,2999,Manual,61087,Petrol,125,53.3,1.2
+BMW, 4 Series,2018,20991,Manual,11455,Petrol,150,46.3,2.0
+Vauxhall, Mokka X,2018,13995,Manual,17250,Diesel,150,60.1,1.6
+BMW, X1,2016,18727,Automatic,16318,Petrol,160,44.8,2.0
+Ford, Kuga,2019,19800,Manual,8638,Diesel,145,36.7,2.0
+Volkswagen, Polo,2016,8491,Manual,38727,Petrol,20,58.9,1.0
+Vauxhall, Mokka X,2016,9799,Manual,49888,Petrol,200,42.2,1.6
+Hyundi, Tucson,2019,15000,Manual,22397,Petrol,150,34.9,0.0
+Volkswagen, Polo,2016,9990,Manual,20665,Petrol,20,60.1,1.2

ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_006/test_current.csv

@@ -0,0 +1,6 @@
+brand,model,year,price,transmission,mileage,fuelType,tax,mpg,engineSize
+BMW, 4 Series,2013,12220,Semi-Auto,73023,Diesel,125,57.6,3.0
+BMW, 1 Series,2013,8490,Manual,70160,Diesel,125,60.1,2.0
+BMW, 5 Series,2016,15230,Automatic,59058,Diesel,160,51.4,3.0
+BMW, 3 Series,2016,15600,Automatic,45900,Diesel,145,53.3,3.0
+BMW, 3 Series,2016,16500,Automatic,38438,Other,0,134.5,2.0