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ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_002/current.csv

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+brand,model,year,price,transmission,fuelType,tax,mpg,engineSize
+Ford, Fiesta,2019,11298,Manual,Petrol,145,58.9,1.0
+Ford, B-MAX,2013,6051,Manual,Petrol,145,47.1,1.4
+Volkswagen, T-Cross,2019,17993,Manual,Petrol,145,47.9,1.0
+Vauxhall, Grandland X,2019,17598,Manual,Petrol,145,44.1,1.2
+Volkswagen, Passat,2015,8990,Automatic,Diesel,30,62.8,2.0
+Vauxhall, Crossland X,2019,14995,Automatic,Petrol,145,42.2,1.2
+Audi, TT,2017,25750,Manual,Petrol,235,38.7,2.0
+Ford, Grand C-MAX,2017,12250,Manual,Petrol,30,54.3,1.0
+Vauxhall, Crossland X,2019,15600,Manual,Diesel,145,60.1,1.5
+Volkswagen, Golf,2016,16898,Manual,Diesel,20,67.3,2.0
+Toyota, Yaris,2017,11495,Automatic,Hybrid,0,78.0,1.5
+Ford, Kuga,2019,17499,Manual,Petrol,145,39.2,1.5
+Vauxhall, Corsa,2015,7495,Manual,Diesel,30,67.3,1.3
+Volkswagen, Golf,2017,13990,Semi-Auto,Diesel,145,68.9,1.4
+Ford, EcoSport,2016,9998,Semi-Auto,Petrol,160,44.8,1.5
+Mercedes, C Class,2020,38400,Automatic,Diesel,145,46.3,2.0
+Skoda, Citigo,2015,5910,Manual,Petrol,20,62.8,1.0
+Skoda, Superb,2017,16499,Semi-Auto,Petrol,145,53.3,1.4
+BMW, 1 Series,2015,9985,Manual,Diesel,20,72.4,1.5
+Skoda, Scala,2020,16490,Semi-Auto,Petrol,150,47.1,1.0
+Volkswagen, Golf,2013,7495,Manual,Petrol,125,53.3,1.4
+Audi, A5,2017,25498,Semi-Auto,Petrol,145,38.2,3.0
+Mercedes, A Class,2018,18920,Semi-Auto,Diesel,145,65.7,1.5
+Ford, B-MAX,2016,8499,Manual,Petrol,30,55.4,1.0
+Mercedes, C Class,2014,15498,Semi-Auto,Diesel,20,64.2,2.1
+Vauxhall, Adam,2015,7100,Manual,Petrol,125,52.3,1.4
+BMW, 2 Series,2016,14412,Automatic,Petrol,125,51.4,1.5
+BMW, X2,2019,29770,Automatic,Diesel,145,48.7,2.0
+Volkswagen, Scirocco,2016,14999,Manual,Diesel,20,55.4,2.0
+Audi, A1,2015,10260,Manual,Petrol,30,57.6,1.4
+Audi, Q3,2017,18691,Semi-Auto,Petrol,145,47.9,1.4
+Audi, Q3,2017,19990,Manual,Petrol,145,49.6,1.4
+Vauxhall, Zafira,2017,11599,Manual,Petrol,205,41.5,1.4
+Audi, Q3,2015,15890,Automatic,Diesel,160,50.4,2.0
+Ford, Fiesta,2015,10300,Manual,Petrol,145,47.9,1.6
+Hyundi, I30,2016,8789,Semi-Auto,Diesel,20,72.4,1.6
+Hyundi, IX20,2018,10500,Manual,Petrol,150,50.4,1.4
+Hyundi, Kona,2018,13998,Manual,Petrol,145,44.1,1.0
+Vauxhall, Astra,2017,9500,Manual,Petrol,145,52.3,1.4
+BMW, 1 Series,2017,16995,Automatic,Petrol,145,54.3,1.5
+Vauxhall, Corsa,2019,10990,Manual,Petrol,145,43.5,1.4
+Mercedes, C Class,2020,68995,Automatic,Petrol,145,28.0,4.0
+Ford, Fiesta,2018,16199,Manual,Petrol,145,40.3,1.5
+Audi, Q3,2016,14700,Manual,Diesel,30,60.1,2.0
+Volkswagen, Polo,2016,7900,Manual,Petrol,20,60.1,1.0
+Volkswagen, Polo,2017,12490,Semi-Auto,Petrol,150,60.1,1.2
+Toyota, Aygo,2018,8250,Manual,Petrol,145,68.9,1.0
+Ford, Kuga,2018,17970,Manual,Diesel,145,60.1,2.0
+BMW, 4 Series,2016,23990,Semi-Auto,Petrol,200,41.5,3.0
+Skoda, Yeti,2016,12750,Semi-Auto,Petrol,125,51.4,1.2
+Vauxhall, Corsa,2015,6298,Manual,Petrol,30,55.4,1.4
+Vauxhall, Grandland X,2019,18299,Automatic,Diesel,145,57.7,1.5
+Ford, EcoSport,2017,9800,Manual,Petrol,145,53.3,1.0
+Skoda, Octavia,2020,17500,Manual,Diesel,150,57.7,1.6
+Hyundi, Santa Fe,2018,21995,Semi-Auto,Diesel,145,42.8,2.2
+Ford, Ka+,2017,8311,Manual,Petrol,145,57.7,1.2
+Vauxhall, Mokka X,2016,10498,Manual,Petrol,200,42.2,1.6
+Toyota, Yaris,2017,9998,Manual,Petrol,150,58.9,1.5
+Volkswagen, Polo,2019,12371,Manual,Petrol,145,48.7,1.0
+Audi, Q7,2020,59750,Semi-Auto,Diesel,145,33.2,3.0
+Mercedes, C Class,2020,39994,Semi-Auto,Diesel,145,55.4,2.0
+Ford, Focus,2017,16500,Manual,Petrol,145,41.5,2.0
+Toyota, Prius,2017,18500,Automatic,Hybrid,135,94.1,1.8
+Ford, KA,2014,5500,Manual,Petrol,30,57.7,1.2
+Hyundi, I20,2020,11990,Manual,Petrol,150,46.3,1.2
+Volkswagen, Polo,2015,9401,Manual,Petrol,20,60.1,1.2
+BMW, 6 Series,2016,17490,Automatic,Diesel,200,49.6,3.0
+Audi, A5,2017,21481,Semi-Auto,Diesel,145,67.3,2.0
+BMW, X3,2019,34000,Automatic,Diesel,145,54.3,2.0
+Vauxhall, Astra,2018,9499,Manual,Petrol,145,64.2,1.0
+Audi, A6,2015,16995,Semi-Auto,Diesel,20,67.3,2.0
+Mercedes, C Class,2015,15275,Automatic,Hybrid,0,76.4,2.1
+Audi, A7,2019,42500,Automatic,Diesel,145,38.2,3.0
+Toyota, Yaris,2015,11990,Automatic,Hybrid,0,78.0,1.5
+BMW, 1 Series,2012,7950,Manual,Diesel,30,62.8,2.0
+Vauxhall, Astra,2013,4440,Manual,Petrol,125,51.4,1.4
+Ford, C-MAX,2017,10298,Manual,Petrol,150,55.4,1.0
+Vauxhall, Corsa,2017,8495,Manual,Petrol,150,55.4,1.4
+Volkswagen, Tiguan,2017,16921,Manual,Diesel,160,50.4,2.0
+Audi, A3,2015,7500,Manual,Diesel,20,68.9,2.0
+BMW, 3 Series,2014,11490,Automatic,Diesel,125,60.1,2.0
+Volkswagen, Tiguan,2017,17441,Manual,Petrol,150,48.7,1.4
+Mercedes, E Class,2018,21990,Semi-Auto,Diesel,145,61.4,2.0
+Hyundi, Ioniq,2018,18490,Automatic,Hybrid,135,78.5,1.6
+Vauxhall, Insignia,2018,17500,Manual,Diesel,145,53.3,2.0
+Mercedes, C Class,2019,26999,Semi-Auto,Diesel,145,61.4,2.0
+Toyota, Yaris,2019,11495,Manual,Petrol,145,47.9,1.5
+Skoda, Octavia,2016,12387,Manual,Diesel,30,64.2,2.0
+Volkswagen, Passat,2016,8482,Manual,Diesel,20,68.9,1.6
+Hyundi, Tucson,2016,12998,Manual,Diesel,30,61.7,1.7
+Audi, RS6,2020,102544,Semi-Auto,Petrol,145,22.1,4.0
+Ford, Fiesta,2018,10000,Manual,Petrol,150,55.4,1.1
+BMW, 3 Series,2019,33444,Automatic,Diesel,145,50.4,2.0
+Volkswagen, Polo,2017,11532,Manual,Petrol,145,60.1,1.2
+Mercedes, A Class,2014,10620,Automatic,Diesel,30,65.7,1.8
+BMW, 2 Series,2019,21850,Automatic,Petrol,145,40.9,1.5
+Ford, KA,2013,3900,Manual,Petrol,30,57.7,1.2
+Ford, Edge,2018,24000,Semi-Auto,Diesel,150,47.9,2.0
+Skoda, Fabia,2018,9490,Manual,Petrol,145,64.2,1.0
+Volkswagen, Golf SV,2014,7551,Manual,Diesel,0,72.4,1.6
+Toyota, Yaris,2019,12000,Manual,Petrol,145,47.9,1.5
+BMW, 3 Series,2015,13960,Automatic,Diesel,125,60.1,2.0
+BMW, 4 Series,2016,19995,Semi-Auto,Petrol,145,48.7,2.0
+Mercedes, C Class,2016,18349,Semi-Auto,Diesel,30,64.2,2.1
+Hyundi, Tucson,2016,12491,Manual,Diesel,30,61.7,1.7
+Volkswagen, Shuttle,2020,25199,Manual,Diesel,150,37.7,2.0
+BMW, 1 Series,2012,5999,Manual,Diesel,145,56.5,2.0
+BMW, X1,2019,25995,Manual,Petrol,145,51.4,1.5
+Volkswagen, Polo,2016,8891,Manual,Petrol,20,60.1,1.0
+BMW, X3,2020,35875,Semi-Auto,Diesel,145,54.3,2.0
+Vauxhall, Corsa,2019,8993,Manual,Petrol,145,43.5,1.4
+BMW, X5,2019,43716,Automatic,Diesel,145,37.7,3.0
+Volkswagen, Polo,2019,11950,Manual,Petrol,145,48.7,1.0
+Volkswagen, Tiguan,2013,9230,Semi-Auto,Diesel,200,47.7,2.0
+Volkswagen, Golf,2019,17622,Manual,Petrol,145,47.1,1.5
+Mercedes, A Class,2019,24519,Semi-Auto,Diesel,145,56.5,2.0
+Vauxhall, Adam,2017,8295,Manual,Petrol,145,52.3,1.4
+Ford, Focus,2017,11080,Semi-Auto,Petrol,125,51.4,1.0
+Vauxhall, Corsa,2015,7355,Manual,Petrol,30,55.4,1.4
+Ford, Kuga,2019,16199,Manual,Petrol,145,34.4,1.5
+Skoda, Rapid,2016,7200,Manual,Diesel,0,78.5,1.4
+Hyundi, IX20,2016,7298,Manual,Petrol,125,50.4,1.4
+Toyota, Corolla,2019,24025,Automatic,Hybrid,135,78.5,1.8
+BMW, X1,2019,28875,Semi-Auto,Petrol,145,35.3,2.0
+Vauxhall, Insignia,2016,4791,Manual,Diesel,0,74.3,1.6
+Volkswagen, Touran,2016,11590,Manual,Diesel,30,61.4,1.6
+Volkswagen, Golf,2018,13790,Manual,Diesel,150,57.7,1.6
+Vauxhall, Mokka,2014,7998,Manual,Petrol,200,43.5,1.6
+BMW, 1 Series,2019,22890,Manual,Petrol,145,41.5,1.5
+Audi, Q3,2016,15995,Manual,Petrol,125,50.4,1.4
+Vauxhall, Astra,2019,12698,Manual,Petrol,145,51.4,1.4
+Vauxhall, Mokka,2016,9199,Manual,Diesel,125,60.1,1.6
+Audi, Q3,2013,8750,Manual,Diesel,145,54.3,2.0
+Mercedes, C Class,2019,34399,Semi-Auto,Diesel,145,55.4,2.0
+Vauxhall, Corsa,2013,4500,Manual,Petrol,125,51.4,1.2
+Audi, Q7,2017,32995,Semi-Auto,Diesel,150,47.9,3.0
+Mercedes, A Class,2020,24495,Semi-Auto,Diesel,145,67.3,1.5
+Audi, A3,2017,18000,Manual,Diesel,145,67.3,1.6
+Ford, Kuga,2016,11795,Manual,Diesel,150,54.3,2.0
+Audi, A5,2013,10990,Semi-Auto,Diesel,125,60.1,2.0
+Mercedes, C Class,2019,29046,Automatic,Diesel,145,61.4,2.0
+Mercedes, GLC Class,2019,41570,Semi-Auto,Diesel,145,40.9,2.0
+Ford, Fiesta,2016,9200,Manual,Petrol,125,54.3,1.2
+Mercedes, A Class,2017,15285,Automatic,Diesel,145,74.3,2.1
+Ford, Fiesta,2019,12850,Manual,Petrol,145,48.7,1.1
+Skoda, Octavia,2014,7498,Manual,Diesel,20,67.3,1.6
+Skoda, Kamiq,2019,18480,Automatic,Other,145,45.6,1.0
+Vauxhall, Mokka X,2018,11947,Manual,Diesel,145,50.4,1.6
+Mercedes, CL Class,2018,19005,Manual,Diesel,145,65.7,2.1
+Volkswagen, Scirocco,2017,13791,Semi-Auto,Diesel,30,57.6,2.0
+Ford, Kuga,2015,9490,Manual,Diesel,125,60.1,2.0
+Ford, Fiesta,2017,12695,Manual,Petrol,145,47.9,1.6
+Vauxhall, Mokka X,2017,9500,Manual,Petrol,145,47.1,1.4
+Ford, Focus,2018,12295,Manual,Petrol,145,60.1,1.0
+Volkswagen, Passat,2012,5650,Manual,Diesel,30,64.2,1.6
+Mercedes, A Class,2019,20999,Semi-Auto,Petrol,145,53.3,1.3
+Volkswagen, T-Roc,2019,22990,Manual,Diesel,145,50.4,1.6
+Volkswagen, Tiguan,2019,24390,Automatic,Diesel,145,40.4,2.0
+BMW, 1 Series,2013,7295,Manual,Diesel,30,64.2,2.0
+Vauxhall, Zafira,2013,3985,Manual,Petrol,200,42.2,1.6
+Skoda, Karoq,2018,21991,Semi-Auto,Diesel,145,54.3,2.0
+BMW, 1 Series,2019,17900,Automatic,Petrol,145,36.7,1.5
+Audi, A3,2017,13875,Manual,Diesel,20,70.6,1.6
+Ford, B-MAX,2017,10250,Manual,Petrol,145,57.7,1.0
+Ford, Kuga,2016,15500,Automatic,Petrol,235,38.2,1.5
+Hyundi, Kona,2019,15995,Manual,Petrol,145,44.1,1.0
+Volkswagen, Polo,2018,13450,Manual,Diesel,145,55.4,1.6
+Vauxhall, Mokka X,2018,11950,Automatic,Petrol,145,43.5,1.4
+Ford, Fiesta,2015,7610,Manual,Petrol,20,62.8,1.0
+BMW, 3 Series,2017,17994,Semi-Auto,Petrol,150,45.6,2.0
+BMW, 3 Series,2019,24850,Automatic,Petrol,145,42.2,2.0
+Volkswagen, Golf,2018,22990,Semi-Auto,Petrol,145,44.8,2.0
+Audi, A4,2016,15745,Semi-Auto,Diesel,30,65.7,2.0
+Skoda, Fabia,2017,7499,Manual,Petrol,20,60.1,1.2
+Hyundi, Tucson,2016,14990,Manual,Diesel,150,54.3,2.0
+Toyota, RAV4,2013,11995,Manual,Diesel,160,49.6,2.2
+Ford, C-MAX,2013,7000,Automatic,Diesel,165,51.4,2.0
+Ford, Fiesta,2018,9498,Manual,Petrol,145,65.7,1.0
+Vauxhall, Insignia,2018,14999,Manual,Petrol,145,47.1,1.5
+Volkswagen, Golf,2016,12398,Manual,Petrol,30,53.3,1.4
+Vauxhall, Mokka X,2017,12398,Automatic,Petrol,160,43.5,1.4
+Volkswagen, Golf,2016,16880,Automatic,Diesel,125,56.5,2.0
+Toyota, Aygo,2018,8950,Automatic,Petrol,150,67.0,1.0
+Ford, Fiesta,2014,6997,Manual,Petrol,0,65.7,1.0
+Ford, Kuga,2019,18800,Manual,Petrol,145,39.2,1.5
+Mercedes, A Class,2018,17400,Automatic,Diesel,150,68.9,2.1
+Mercedes, C Class,2015,17500,Automatic,Diesel,30,64.2,2.1
+Ford, Fiesta,2015,8499,Manual,Petrol,0,65.7,1.0
+Ford, Fiesta,2019,13399,Manual,Petrol,145,56.5,1.0
+Volkswagen, Tiguan,2019,27450,Semi-Auto,Diesel,145,46.3,2.0
+Mercedes, GLC Class,2019,32480,Semi-Auto,Diesel,145,44.8,2.0
+Audi, A1,2017,16750,Manual,Petrol,200,40.4,2.0
+Mercedes, A Class,2019,25650,Automatic,Diesel,145,62.8,1.5
+Mercedes, GLC Class,2016,25780,Automatic,Diesel,125,56.5,2.1
+Audi, Q5,2019,31498,Semi-Auto,Petrol,145,33.2,2.0
+Vauxhall, Astra,2017,11298,Manual,Diesel,145,76.3,1.6
+BMW, 1 Series,2019,18480,Manual,Diesel,150,70.6,1.5
+Toyota, Aygo,2018,8700,Manual,Petrol,145,56.5,1.0
+Audi, A3,2016,11790,Manual,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_002/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_002/test.csv

@@ -0,0 +1,201 @@
+brand,model,year,price,transmission,mileage,fuelType,tax,mpg,engineSize
+Ford, Fiesta,2019,11298,Manual,13546,Petrol,145,58.9,1.0
+Ford, B-MAX,2013,6051,Manual,26046,Petrol,145,47.1,1.4
+Volkswagen, T-Cross,2019,17993,Manual,2821,Petrol,145,47.9,1.0
+Vauxhall, Grandland X,2019,17598,Manual,14255,Petrol,145,44.1,1.2
+Volkswagen, Passat,2015,8990,Automatic,84213,Diesel,30,62.8,2.0
+Vauxhall, Crossland X,2019,14995,Automatic,13111,Petrol,145,42.2,1.2
+Audi, TT,2017,25750,Manual,33249,Petrol,235,38.7,2.0
+Ford, Grand C-MAX,2017,12250,Manual,20292,Petrol,30,54.3,1.0
+Vauxhall, Crossland X,2019,15600,Manual,1880,Diesel,145,60.1,1.5
+Volkswagen, Golf,2016,16898,Manual,24180,Diesel,20,67.3,2.0
+Toyota, Yaris,2017,11495,Automatic,49682,Hybrid,0,78.0,1.5
+Ford, Kuga,2019,17499,Manual,8790,Petrol,145,39.2,1.5
+Vauxhall, Corsa,2015,7495,Manual,29000,Diesel,30,67.3,1.3
+Volkswagen, Golf,2017,13990,Semi-Auto,25145,Diesel,145,68.9,1.4
+Ford, EcoSport,2016,9998,Semi-Auto,18325,Petrol,160,44.8,1.5
+Mercedes, C Class,2020,38400,Automatic,2384,Diesel,145,46.3,2.0
+Skoda, Citigo,2015,5910,Manual,9122,Petrol,20,62.8,1.0
+Skoda, Superb,2017,16499,Semi-Auto,26065,Petrol,145,53.3,1.4
+BMW, 1 Series,2015,9985,Manual,43834,Diesel,20,72.4,1.5
+Skoda, Scala,2020,16490,Semi-Auto,2738,Petrol,150,47.1,1.0
+Volkswagen, Golf,2013,7495,Manual,54282,Petrol,125,53.3,1.4
+Audi, A5,2017,25498,Semi-Auto,31354,Petrol,145,38.2,3.0
+Mercedes, A Class,2018,18920,Semi-Auto,9171,Diesel,145,65.7,1.5
+Ford, B-MAX,2016,8499,Manual,15001,Petrol,30,55.4,1.0
+Mercedes, C Class,2014,15498,Semi-Auto,23772,Diesel,20,64.2,2.1
+Vauxhall, Adam,2015,7100,Manual,29577,Petrol,125,52.3,1.4
+BMW, 2 Series,2016,14412,Automatic,31838,Petrol,125,51.4,1.5
+BMW, X2,2019,29770,Automatic,123,Diesel,145,48.7,2.0
+Volkswagen, Scirocco,2016,14999,Manual,13383,Diesel,20,55.4,2.0
+Audi, A1,2015,10260,Manual,28003,Petrol,30,57.6,1.4
+Audi, Q3,2017,18691,Semi-Auto,13766,Petrol,145,47.9,1.4
+Audi, Q3,2017,19990,Manual,20000,Petrol,145,49.6,1.4
+Vauxhall, Zafira,2017,11599,Manual,33399,Petrol,205,41.5,1.4
+Audi, Q3,2015,15890,Automatic,33737,Diesel,160,50.4,2.0
+Ford, Fiesta,2015,10300,Manual,36569,Petrol,145,47.9,1.6
+Hyundi, I30,2016,8789,Semi-Auto,37023,Diesel,20,72.4,1.6
+Hyundi, IX20,2018,10500,Manual,9328,Petrol,150,50.4,1.4
+Hyundi, Kona,2018,13998,Manual,8980,Petrol,145,44.1,1.0
+Vauxhall, Astra,2017,9500,Manual,38500,Petrol,145,52.3,1.4
+BMW, 1 Series,2017,16995,Automatic,19654,Petrol,145,54.3,1.5
+Vauxhall, Corsa,2019,10990,Manual,100,Petrol,145,43.5,1.4
+Mercedes, C Class,2020,68995,Automatic,2000,Petrol,145,28.0,4.0
+Ford, Fiesta,2018,16199,Manual,13041,Petrol,145,40.3,1.5
+Audi, Q3,2016,14700,Manual,32704,Diesel,30,60.1,2.0
+Volkswagen, Polo,2016,7900,Manual,28777,Petrol,20,60.1,1.0
+Volkswagen, Polo,2017,12490,Semi-Auto,13300,Petrol,150,60.1,1.2
+Toyota, Aygo,2018,8250,Manual,7378,Petrol,145,68.9,1.0
+Ford, Kuga,2018,17970,Manual,10718,Diesel,145,60.1,2.0
+BMW, 4 Series,2016,23990,Semi-Auto,22254,Petrol,200,41.5,3.0
+Skoda, Yeti,2016,12750,Semi-Auto,18599,Petrol,125,51.4,1.2
+Vauxhall, Corsa,2015,6298,Manual,49977,Petrol,30,55.4,1.4
+Vauxhall, Grandland X,2019,18299,Automatic,5420,Diesel,145,57.7,1.5
+Ford, EcoSport,2017,9800,Manual,20936,Petrol,145,53.3,1.0
+Skoda, Octavia,2020,17500,Manual,3000,Diesel,150,57.7,1.6
+Hyundi, Santa Fe,2018,21995,Semi-Auto,17189,Diesel,145,42.8,2.2
+Ford, Ka+,2017,8311,Manual,9586,Petrol,145,57.7,1.2
+Vauxhall, Mokka X,2016,10498,Manual,11866,Petrol,200,42.2,1.6
+Toyota, Yaris,2017,9998,Manual,18837,Petrol,150,58.9,1.5
+Volkswagen, Polo,2019,12371,Manual,15043,Petrol,145,48.7,1.0
+Audi, Q7,2020,59750,Semi-Auto,4500,Diesel,145,33.2,3.0
+Mercedes, C Class,2020,39994,Semi-Auto,2499,Diesel,145,55.4,2.0
+Ford, Focus,2017,16500,Manual,28189,Petrol,145,41.5,2.0
+Toyota, Prius,2017,18500,Automatic,33751,Hybrid,135,94.1,1.8
+Ford, KA,2014,5500,Manual,25766,Petrol,30,57.7,1.2
+Hyundi, I20,2020,11990,Manual,1958,Petrol,150,46.3,1.2
+Volkswagen, Polo,2015,9401,Manual,27908,Petrol,20,60.1,1.2
+BMW, 6 Series,2016,17490,Automatic,62156,Diesel,200,49.6,3.0
+Audi, A5,2017,21481,Semi-Auto,11070,Diesel,145,67.3,2.0
+BMW, X3,2019,34000,Automatic,5000,Diesel,145,54.3,2.0
+Vauxhall, Astra,2018,9499,Manual,17257,Petrol,145,64.2,1.0
+Audi, A6,2015,16995,Semi-Auto,29558,Diesel,20,67.3,2.0
+Mercedes, C Class,2015,15275,Automatic,67889,Hybrid,0,76.4,2.1
+Audi, A7,2019,42500,Automatic,4288,Diesel,145,38.2,3.0
+Toyota, Yaris,2015,11990,Automatic,32265,Hybrid,0,78.0,1.5
+BMW, 1 Series,2012,7950,Manual,40488,Diesel,30,62.8,2.0
+Vauxhall, Astra,2013,4440,Manual,76564,Petrol,125,51.4,1.4
+Ford, C-MAX,2017,10298,Manual,24455,Petrol,150,55.4,1.0
+Vauxhall, Corsa,2017,8495,Manual,19843,Petrol,150,55.4,1.4
+Volkswagen, Tiguan,2017,16921,Manual,35542,Diesel,160,50.4,2.0
+Audi, A3,2015,7500,Manual,101300,Diesel,20,68.9,2.0
+BMW, 3 Series,2014,11490,Automatic,51783,Diesel,125,60.1,2.0
+Volkswagen, Tiguan,2017,17441,Manual,23400,Petrol,150,48.7,1.4
+Mercedes, E Class,2018,21990,Semi-Auto,32153,Diesel,145,61.4,2.0
+Hyundi, Ioniq,2018,18490,Automatic,7443,Hybrid,135,78.5,1.6
+Vauxhall, Insignia,2018,17500,Manual,19882,Diesel,145,53.3,2.0
+Mercedes, C Class,2019,26999,Semi-Auto,9568,Diesel,145,61.4,2.0
+Toyota, Yaris,2019,11495,Manual,11162,Petrol,145,47.9,1.5
+Skoda, Octavia,2016,12387,Manual,46557,Diesel,30,64.2,2.0
+Volkswagen, Passat,2016,8482,Manual,100000,Diesel,20,68.9,1.6
+Hyundi, Tucson,2016,12998,Manual,30773,Diesel,30,61.7,1.7
+Audi, RS6,2020,102544,Semi-Auto,2000,Petrol,145,22.1,4.0
+Ford, Fiesta,2018,10000,Manual,14285,Petrol,150,55.4,1.1
+BMW, 3 Series,2019,33444,Automatic,3725,Diesel,145,50.4,2.0
+Volkswagen, Polo,2017,11532,Manual,7944,Petrol,145,60.1,1.2
+Mercedes, A Class,2014,10620,Automatic,63212,Diesel,30,65.7,1.8
+BMW, 2 Series,2019,21850,Automatic,4389,Petrol,145,40.9,1.5
+Ford, KA,2013,3900,Manual,57830,Petrol,30,57.7,1.2
+Ford, Edge,2018,24000,Semi-Auto,9412,Diesel,150,47.9,2.0
+Skoda, Fabia,2018,9490,Manual,18365,Petrol,145,64.2,1.0
+Volkswagen, Golf SV,2014,7551,Manual,58311,Diesel,0,72.4,1.6
+Toyota, Yaris,2019,12000,Manual,8778,Petrol,145,47.9,1.5
+BMW, 3 Series,2015,13960,Automatic,33330,Diesel,125,60.1,2.0
+BMW, 4 Series,2016,19995,Semi-Auto,14530,Petrol,145,48.7,2.0
+Mercedes, C Class,2016,18349,Semi-Auto,22000,Diesel,30,64.2,2.1
+Hyundi, Tucson,2016,12491,Manual,28895,Diesel,30,61.7,1.7
+Volkswagen, Shuttle,2020,25199,Manual,1000,Diesel,150,37.7,2.0
+BMW, 1 Series,2012,5999,Manual,70876,Diesel,145,56.5,2.0
+BMW, X1,2019,25995,Manual,1501,Petrol,145,51.4,1.5
+Mercedes, A Class,2019,23349,Semi-Auto,1000,Diesel,145,67.3,1.5
+Volkswagen, Polo,2016,8891,Manual,15750,Petrol,20,60.1,1.0
+BMW, X3,2020,35875,Semi-Auto,2000,Diesel,145,54.3,2.0
+Vauxhall, Corsa,2019,8993,Manual,13853,Petrol,145,43.5,1.4
+BMW, X5,2019,43716,Automatic,7163,Diesel,145,37.7,3.0
+Volkswagen, Polo,2019,11950,Manual,14774,Petrol,145,48.7,1.0
+Volkswagen, Tiguan,2013,9230,Semi-Auto,58297,Diesel,200,47.7,2.0
+Volkswagen, Golf,2019,17622,Manual,5347,Petrol,145,47.1,1.5
+Mercedes, A Class,2019,24519,Semi-Auto,4897,Diesel,145,56.5,2.0
+Vauxhall, Adam,2017,8295,Manual,11260,Petrol,145,52.3,1.4
+Ford, Focus,2017,11080,Semi-Auto,14681,Petrol,125,51.4,1.0
+Vauxhall, Corsa,2015,7355,Manual,35085,Petrol,30,55.4,1.4
+Ford, Kuga,2019,16199,Manual,11154,Petrol,145,34.4,1.5
+Skoda, Rapid,2016,7200,Manual,36826,Diesel,0,78.5,1.4
+Hyundi, IX20,2016,7298,Manual,38297,Petrol,125,50.4,1.4
+Toyota, Corolla,2019,24025,Automatic,8812,Hybrid,135,78.5,1.8
+BMW, X1,2019,28875,Semi-Auto,150,Petrol,145,35.3,2.0
+Vauxhall, Insignia,2016,4791,Manual,132000,Diesel,0,74.3,1.6
+Volkswagen, Touran,2016,11590,Manual,59987,Diesel,30,61.4,1.6
+Volkswagen, Golf,2018,13790,Manual,17330,Diesel,150,57.7,1.6
+Vauxhall, Mokka,2014,7998,Manual,18915,Petrol,200,43.5,1.6
+BMW, 1 Series,2019,22890,Manual,5397,Petrol,145,41.5,1.5
+Audi, Q3,2016,15995,Manual,22515,Petrol,125,50.4,1.4
+Vauxhall, Astra,2019,12698,Manual,14354,Petrol,145,51.4,1.4
+Vauxhall, Mokka,2016,9199,Manual,24092,Diesel,125,60.1,1.6
+Audi, Q3,2013,8750,Manual,67727,Diesel,145,54.3,2.0
+Mercedes, C Class,2019,34399,Semi-Auto,3353,Diesel,145,55.4,2.0
+Vauxhall, Corsa,2013,4500,Manual,65772,Petrol,125,51.4,1.2
+Audi, Q7,2017,32995,Semi-Auto,31100,Diesel,150,47.9,3.0
+Mercedes, A Class,2020,24495,Semi-Auto,525,Diesel,145,67.3,1.5
+Audi, A3,2017,18000,Manual,16417,Diesel,145,67.3,1.6
+Ford, Kuga,2016,11795,Manual,73730,Diesel,150,54.3,2.0
+Audi, A5,2013,10990,Semi-Auto,67000,Diesel,125,60.1,2.0
+Mercedes, C Class,2019,29046,Automatic,5971,Diesel,145,61.4,2.0
+Mercedes, GLC Class,2019,41570,Semi-Auto,8892,Diesel,145,40.9,2.0
+Ford, Fiesta,2016,9200,Manual,17833,Petrol,125,54.3,1.2
+Mercedes, A Class,2017,15285,Automatic,14156,Diesel,145,74.3,2.1
+Ford, Fiesta,2019,12850,Manual,5,Petrol,145,48.7,1.1
+Skoda, Octavia,2014,7498,Manual,46152,Diesel,20,67.3,1.6
+Skoda, Kamiq,2019,18480,Automatic,100,Other,145,45.6,1.0
+Vauxhall, Mokka X,2018,11947,Manual,13522,Diesel,145,50.4,1.6
+Mercedes, CL Class,2018,19005,Manual,13515,Diesel,145,65.7,2.1
+Volkswagen, Scirocco,2017,13791,Semi-Auto,50405,Diesel,30,57.6,2.0
+Ford, Kuga,2015,9490,Manual,32803,Diesel,125,60.1,2.0
+Ford, Fiesta,2017,12695,Manual,16762,Petrol,145,47.9,1.6
+Vauxhall, Mokka X,2017,9500,Manual,33723,Petrol,145,47.1,1.4
+Ford, Focus,2018,12295,Manual,15893,Petrol,145,60.1,1.0
+Volkswagen, Passat,2012,5650,Manual,73298,Diesel,30,64.2,1.6
+Mercedes, A Class,2019,20999,Semi-Auto,6234,Petrol,145,53.3,1.3
+Volkswagen, T-Roc,2019,22990,Manual,4637,Diesel,145,50.4,1.6
+Volkswagen, Tiguan,2019,24390,Automatic,7295,Diesel,145,40.4,2.0
+BMW, 1 Series,2013,7295,Manual,71000,Diesel,30,64.2,2.0
+Vauxhall, Zafira,2013,3985,Manual,85112,Petrol,200,42.2,1.6
+Skoda, Karoq,2018,21991,Semi-Auto,16989,Diesel,145,54.3,2.0
+BMW, 1 Series,2019,17900,Automatic,8285,Petrol,145,36.7,1.5
+Audi, A3,2017,13875,Manual,26709,Diesel,20,70.6,1.6
+Ford, B-MAX,2017,10250,Manual,17500,Petrol,145,57.7,1.0
+Ford, Kuga,2016,15500,Automatic,18339,Petrol,235,38.2,1.5
+Hyundi, Kona,2019,15995,Manual,9000,Petrol,145,44.1,1.0
+Volkswagen, Polo,2018,13450,Manual,11787,Diesel,145,55.4,1.6
+Vauxhall, Mokka X,2018,11950,Automatic,36800,Petrol,145,43.5,1.4
+Ford, Fiesta,2015,7610,Manual,43394,Petrol,20,62.8,1.0
+BMW, 3 Series,2017,17994,Semi-Auto,19452,Petrol,150,45.6,2.0
+BMW, 3 Series,2019,24850,Automatic,10633,Petrol,145,42.2,2.0
+Volkswagen, Golf,2018,22990,Semi-Auto,13301,Petrol,145,44.8,2.0
+Audi, A4,2016,15745,Semi-Auto,57828,Diesel,30,65.7,2.0
+Skoda, Fabia,2017,7499,Manual,28500,Petrol,20,60.1,1.2
+Hyundi, Tucson,2016,14990,Manual,46759,Diesel,150,54.3,2.0
+Toyota, RAV4,2013,11995,Manual,29445,Diesel,160,49.6,2.2
+Ford, C-MAX,2013,7000,Automatic,36547,Diesel,165,51.4,2.0
+Ford, Fiesta,2018,9498,Manual,30925,Petrol,145,65.7,1.0
+Vauxhall, Insignia,2018,14999,Manual,4073,Petrol,145,47.1,1.5
+Volkswagen, Golf,2016,12398,Manual,20735,Petrol,30,53.3,1.4
+Vauxhall, Mokka X,2017,12398,Automatic,10791,Petrol,160,43.5,1.4
+Volkswagen, Golf,2016,16880,Automatic,31993,Diesel,125,56.5,2.0
+Toyota, Aygo,2018,8950,Automatic,9867,Petrol,150,67.0,1.0
+Ford, Fiesta,2014,6997,Manual,23303,Petrol,0,65.7,1.0
+Ford, Kuga,2019,18800,Manual,6036,Petrol,145,39.2,1.5
+Mercedes, A Class,2018,17400,Automatic,16135,Diesel,150,68.9,2.1
+Mercedes, C Class,2015,17500,Automatic,39343,Diesel,30,64.2,2.1
+Ford, Fiesta,2015,8499,Manual,22328,Petrol,0,65.7,1.0
+Ford, Fiesta,2019,13399,Manual,6149,Petrol,145,56.5,1.0
+Volkswagen, Tiguan,2019,27450,Semi-Auto,1412,Diesel,145,46.3,2.0
+Mercedes, GLC Class,2019,32480,Semi-Auto,2566,Diesel,145,44.8,2.0
+Audi, A1,2017,16750,Manual,22069,Petrol,200,40.4,2.0
+Mercedes, A Class,2019,25650,Automatic,4001,Diesel,145,62.8,1.5
+Mercedes, GLC Class,2016,25780,Automatic,34358,Diesel,125,56.5,2.1
+Audi, Q5,2019,31498,Semi-Auto,28,Petrol,145,33.2,2.0
+Vauxhall, Astra,2017,11298,Manual,19412,Diesel,145,76.3,1.6
+BMW, 1 Series,2019,18480,Manual,5501,Diesel,150,70.6,1.5
+Toyota, Aygo,2018,8700,Manual,14000,Petrol,145,56.5,1.0
+Audi, A3,2016,11790,Manual,29813,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_002/test_current.csv

@@ -0,0 +1,9 @@
+brand,model,year,price,transmission,mileage,fuelType,tax,mpg,engineSize
+Ford, Fiesta,2019,12850,Manual,5,Petrol,145,48.7,1.1
+Audi, Q5,2019,31498,Semi-Auto,28,Petrol,145,33.2,2.0
+Vauxhall, Corsa,2019,10990,Manual,100,Petrol,145,43.5,1.4
+Skoda, Kamiq,2019,18480,Automatic,100,Other,145,45.6,1.0
+BMW, X2,2019,29770,Automatic,123,Diesel,145,48.7,2.0
+BMW, X1,2019,28875,Semi-Auto,150,Petrol,145,35.3,2.0
+Mercedes, A Class,2020,24495,Semi-Auto,525,Diesel,145,67.3,1.5
+Volkswagen, Shuttle,2020,25199,Manual,1000,Diesel,150,37.7,2.0

ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_005/current.csv

@@ -0,0 +1,201 @@
+brand,model,year,price,transmission,fuelType,tax,mpg,engineSize
+Volkswagen, Golf,2020,21990,Semi-Auto,Petrol,150,45.6,1.5
+Ford, EcoSport,2018,13739,Manual,Petrol,145,54.3,1.0
+Volkswagen, Polo,2015,8700,Automatic,Petrol,20,60.1,1.2
+Ford, Focus,2017,12500,Manual,Petrol,20,61.4,1.0
+Volkswagen, Touareg,2019,44082,Semi-Auto,Diesel,145,34.0,3.0
+Vauxhall, Corsa,2017,7500,Manual,Petrol,30,55.4,1.4
+Volkswagen, Scirocco,2014,12600,Manual,Diesel,20,55.4,2.0
+Volkswagen, Tiguan,2013,10490,Semi-Auto,Diesel,200,47.7,2.0
+Hyundi, IX20,2015,6890,Manual,Petrol,125,50.4,1.4
+Ford, KA,2014,4200,Manual,Petrol,30,57.7,1.2
+BMW, 1 Series,2016,11000,Manual,Petrol,125,53.3,1.5
+Audi, A6,2016,19990,Semi-Auto,Diesel,150,56.5,2.0
+Audi, A6,2017,19990,Semi-Auto,Diesel,145,64.2,2.0
+Mercedes, A Class,2018,17400,Automatic,Diesel,150,68.9,2.1
+Mercedes, V Class,2018,20998,Manual,Diesel,145,46.3,2.1
+Vauxhall, Mokka X,2017,10895,Manual,Diesel,145,65.7,1.6
+Volkswagen, Touran,2014,8840,Automatic,Diesel,30,61.4,1.6
+Mercedes, E Class,2019,24950,Automatic,Diesel,145,67.3,2.0
+Volkswagen, Golf,2019,17298,Manual,Petrol,145,47.1,1.5
+Mercedes, E Class,2019,24628,Semi-Auto,Diesel,145,72.4,2.0
+Audi, Q3,2017,16647,Semi-Auto,Petrol,145,47.9,1.4
+Ford, Mondeo,2014,8990,Manual,Diesel,125,53.3,2.0
+Skoda, Kodiaq,2018,25499,Automatic,Petrol,150,39.8,1.4
+Hyundi, Tucson,2019,16995,Manual,Petrol,145,35.3,1.6
+Audi, A3,2017,14500,Automatic,Petrol,145,58.9,1.4
+Mercedes, E Class,2019,27980,Semi-Auto,Diesel,145,58.9,2.0
+Toyota, Yaris,2017,10990,Automatic,Petrol,150,60.1,1.5
+Vauxhall, Corsa,2019,10240,Manual,Petrol,145,43.5,1.4
+Volkswagen, Golf,2017,12995,Semi-Auto,Petrol,0,65.7,1.0
+Vauxhall, Zafira,2015,7913,Manual,Diesel,145,53.3,2.0
+Volkswagen, Polo,2016,10241,Manual,Petrol,20,60.1,1.2
+BMW, X4,2020,60995,Semi-Auto,Petrol,145,24.8,3.0
+Vauxhall, Corsa,2015,7499,Manual,Petrol,125,53.3,1.4
+BMW, 1 Series,2015,9490,Manual,Petrol,125,50.4,1.6
+Ford, Grand C-MAX,2016,9220,Manual,Diesel,30,64.2,1.5
+Toyota, Auris,2015,7995,Manual,Diesel,20,67.3,1.6
+Skoda, Superb,2019,21221,Semi-Auto,Petrol,145,36.7,1.5
+Volkswagen, Caravelle,2019,41995,Semi-Auto,Diesel,145,33.6,2.0
+Toyota, Yaris,2014,5590,Manual,Diesel,0,74.3,1.4
+Ford, EcoSport,2018,12999,Manual,Petrol,145,54.3,1.0
+Ford, Fiesta,2017,9990,Manual,Petrol,0,65.7,1.0
+Mercedes, CL Class,2019,31790,Automatic,Petrol,145,44.8,1.3
+Vauxhall, Astra,2001,450,Manual,Petrol,235,40.4,1.6
+Toyota, Prius,2016,18690,Automatic,Hybrid,0,85.6,1.8
+Skoda, Yeti Outdoor,2017,12995,Semi-Auto,Petrol,125,51.4,1.2
+Vauxhall, Crossland X,2019,15430,Automatic,Petrol,145,44.8,1.2
+Audi, Q3,2016,16962,Semi-Auto,Petrol,145,47.9,1.4
+Audi, Q5,2018,33500,Automatic,Diesel,145,38.2,2.0
+BMW, X2,2019,29995,Semi-Auto,Diesel,145,58.9,2.0
+Ford, Fiesta,2018,12995,Manual,Petrol,145,49.6,1.0
+Volkswagen, Polo,2016,8991,Manual,Petrol,20,60.1,1.0
+Mercedes, S Class,2015,51990,Automatic,Petrol,555,28.0,5.5
+Mercedes, A Class,2018,18699,Semi-Auto,Diesel,145,65.7,1.5
+Ford, Focus,2016,10000,Manual,Diesel,0,74.3,1.5
+Volkswagen, Shuttle,2019,28995,Semi-Auto,Diesel,145,32.8,2.0
+Volkswagen, Touareg,2019,39995,Semi-Auto,Diesel,145,34.5,3.0
+Mercedes, GLC Class,2019,30980,Semi-Auto,Diesel,145,56.5,2.1
+Vauxhall, Viva,2016,6295,Manual,Petrol,20,62.8,1.0
+Ford, Galaxy,2018,18741,Automatic,Diesel,145,52.3,2.0
+Ford, Fiesta,2017,9157,Manual,Petrol,0,65.7,1.0
+Ford, Fiesta,2017,9600,Manual,Petrol,145,62.8,1.0
+Vauxhall, Astra,2018,10998,Manual,Petrol,150,51.4,1.4
+Volkswagen, Golf,2019,31995,Semi-Auto,Petrol,145,36.2,2.0
+Audi, Q3,2019,29299,Manual,Petrol,145,39.8,1.5
+Volkswagen, Touran,2020,33489,Semi-Auto,Diesel,150,45.6,2.0
+Volkswagen, Tiguan,2011,7000,Manual,Petrol,300,33.2,2.0
+Ford, Fiesta,2016,8919,Manual,Petrol,125,54.3,1.2
+Skoda, Octavia,2019,13495,Manual,Petrol,145,60.1,1.0
+Ford, C-MAX,2018,12890,Manual,Diesel,145,58.9,1.5
+Audi, Q5,2019,36900,Semi-Auto,Diesel,145,38.2,2.0
+BMW, 5 Series,2019,27980,Semi-Auto,Diesel,150,62.8,2.0
+Ford, EcoSport,2017,8700,Manual,Petrol,145,44.8,1.5
+Mercedes, E Class,2019,32734,Semi-Auto,Diesel,145,57.7,2.0
+Mercedes, GLE Class,2017,30298,Semi-Auto,Diesel,200,47.9,2.1
+Mercedes, C Class,2013,14000,Semi-Auto,Diesel,150,53.3,2.1
+BMW, Z4,2020,30990,Semi-Auto,Petrol,145,38.7,2.0
+BMW, 1 Series,2017,19750,Automatic,Petrol,205,39.8,3.0
+Toyota, Yaris,2016,8298,Manual,Petrol,30,58.0,1.3
+Volkswagen, Touareg,2019,42998,Semi-Auto,Diesel,145,34.5,3.0
+Volkswagen, Caddy Maxi Life,2017,15995,Manual,Diesel,125,58.9,2.0
+Vauxhall, Zafira,2016,9200,Manual,Petrol,200,42.2,1.4
+Skoda, Octavia,2018,17995,Semi-Auto,Diesel,145,62.8,2.0
+Ford, Focus,2016,22499,Manual,Petrol,235,36.7,2.3
+BMW, 4 Series,2018,19370,Automatic,Diesel,145,65.7,2.0
+Mercedes, C Class,2017,23332,Semi-Auto,Diesel,125,60.1,2.1
+BMW, 3 Series,2011,4994,Manual,Diesel,30,62.8,2.0
+Vauxhall, Astra,2017,10990,Semi-Auto,Petrol,125,51.4,1.4
+Toyota, Yaris,2017,9800,Manual,Petrol,30,55.0,1.3
+Vauxhall, Crossland X,2019,12699,Manual,Petrol,145,47.1,1.2
+Volkswagen, Golf,2016,12995,Semi-Auto,Diesel,125,58.9,2.0
+Volkswagen, Passat,2019,26990,Automatic,Petrol,145,35.8,2.0
+Audi, A6,2018,17650,Manual,Diesel,145,65.7,2.0
+Audi, A3,2017,17995,Manual,Diesel,145,68.9,1.6
+Vauxhall, Grandland X,2019,15998,Manual,Diesel,150,56.5,1.5
+Mercedes, E Class,2019,29480,Automatic,Diesel,145,58.9,2.0
+Ford, Fiesta,2019,15299,Manual,Petrol,145,58.9,1.0
+Vauxhall, Astra,2016,9998,Manual,Petrol,125,51.4,1.4
+Vauxhall, Insignia,2019,16690,Manual,Petrol,145,44.8,1.5
+Hyundi, I10,2019,10349,Semi-Auto,Petrol,150,47.9,1.2
+Vauxhall, Insignia,2013,6798,Manual,Petrol,200,40.4,1.8
+Audi, A3,2016,9712,Manual,Diesel,20,68.9,2.0
+Toyota, Verso,2017,12998,Semi-Auto,Petrol,205,42.8,1.8
+Ford, Fiesta,2017,8300,Manual,Petrol,0,65.7,1.0
+Vauxhall, Mokka,2013,7495,Manual,Diesel,30,62.8,1.7
+Ford, S-MAX,2017,16498,Manual,Petrol,150,43.5,1.5
+Vauxhall, Adam,2017,8000,Manual,Petrol,125,53.3,1.2
+Ford, Focus,2016,9800,Manual,Petrol,20,60.1,1.0
+Hyundi, I20,2019,12090,Manual,Petrol,145,46.3,1.2
+BMW, 3 Series,2019,24775,Manual,Diesel,145,64.2,2.0
+Ford, C-MAX,2016,8430,Manual,Petrol,160,44.1,1.6
+Volkswagen, Golf,2013,10150,Semi-Auto,Diesel,20,72.4,1.6
+Ford, Fiesta,2015,7099,Manual,Petrol,125,54.3,1.2
+Vauxhall, Corsa,2019,10490,Manual,Petrol,145,43.5,1.4
+Audi, A5,2017,16498,Manual,Diesel,30,64.2,2.0
+BMW, 1 Series,2018,21999,Automatic,Petrol,145,39.8,3.0
+Volkswagen, Passat,2019,30998,Semi-Auto,Hybrid,135,45.6,1.4
+Mercedes, GLC Class,2020,49980,Semi-Auto,Petrol,145,26.4,3.0
+Ford, Focus,2019,14998,Manual,Petrol,145,58.9,1.0
+BMW, X3,2015,22666,Automatic,Diesel,205,47.1,3.0
+Ford, Fiesta,2013,5998,Manual,Petrol,30,54.3,1.2
+Audi, A4,2016,12000,Semi-Auto,Diesel,20,70.6,2.0
+Audi, TT,2017,18000,Manual,Petrol,165,46.3,2.0
+Ford, Kuga,2017,16000,Manual,Diesel,145,64.2,1.5
+Ford, Kuga,2017,16500,Semi-Auto,Diesel,145,58.9,1.5
+Volkswagen, Up,2017,8950,Manual,Petrol,145,64.2,1.0
+Audi, Q5,2016,28698,Automatic,Diesel,235,42.2,3.0
+Audi, A3,2016,11499,Manual,Diesel,20,70.6,1.6
+Ford, Fiesta,2017,8498,Manual,Petrol,0,65.7,1.0
+Audi, Q5,2019,35995,Automatic,Diesel,145,38.2,2.0
+Ford, S-MAX,2016,14331,Automatic,Diesel,125,52.3,2.0
+Audi, Q2,2019,21950,Semi-Auto,Diesel,145,46.3,1.6
+Toyota, Verso,2017,10650,Manual,Petrol,150,41.5,1.6
+Ford, Kuga,2017,14290,Manual,Diesel,145,64.2,1.5
+Volkswagen, Polo,2017,10195,Manual,Petrol,20,60.1,1.2
+Volkswagen, Caddy Life,2019,17995,Manual,Diesel,150,51.4,2.0
+Vauxhall, Zafira,2016,11611,Automatic,Petrol,200,40.9,1.4
+Volkswagen, Golf,2016,12991,Semi-Auto,Diesel,30,62.8,2.0
+Vauxhall, Astra,2019,11795,Manual,Petrol,150,51.4,1.4
+Mercedes, GLC Class,2016,22995,Semi-Auto,Diesel,125,56.5,2.1
+Mercedes, CL Class,2015,13991,Manual,Petrol,125,50.4,1.6
+Vauxhall, Astra,2020,14990,Manual,Petrol,145,54.3,1.2
+Skoda, Fabia,2016,5297,Manual,Petrol,20,60.1,1.0
+BMW, 6 Series,2016,22798,Semi-Auto,Petrol,260,36.7,3.0
+Ford, Fiesta,2017,9950,Manual,Petrol,150,65.7,1.0
+BMW, i3,2016,19850,Automatic,Hybrid,0,470.8,0.0
+Audi, A3,2016,16400,Manual,Petrol,30,60.1,1.4
+Mercedes, GLE Class,2016,24495,Automatic,Diesel,260,42.8,3.0
+Ford, Kuga,2017,15900,Manual,Diesel,145,60.1,2.0
+Ford, B-MAX,2017,6200,Manual,Diesel,0,74.4,1.5
+Mercedes, A Class,2016,13800,Automatic,Diesel,20,67.3,2.1
+Audi, Q2,2019,22888,Manual,Petrol,145,43.5,1.5
+Ford, EcoSport,2019,16295,Semi-Auto,Petrol,145,45.6,1.0
+Ford, Kuga,2018,16995,Manual,Diesel,145,64.2,1.5
+Hyundi, I30,2015,7520,Manual,Diesel,0,78.4,1.6
+Toyota, Aygo,2015,5725,Manual,Petrol,0,69.0,1.0
+Ford, Edge,2017,20800,Automatic,Diesel,150,48.7,2.0
+Mercedes, C Class,2019,25799,Semi-Auto,Petrol,145,45.6,1.5
+Ford, Focus,2017,12000,Manual,Diesel,145,74.3,1.5
+Ford, Focus,2016,15500,Manual,Petrol,200,41.5,2.0
+Mercedes, A Class,2017,12900,Manual,Petrol,145,52.3,1.6
+Vauxhall, Mokka X,2017,14000,Semi-Auto,Petrol,145,43.5,1.4
+Volkswagen, T-Roc,2019,25999,Manual,Diesel,145,46.3,2.0
+Skoda, Fabia,2017,10500,Automatic,Petrol,145,60.1,1.2
+Vauxhall, Corsa,2018,8995,Manual,Petrol,145,54.3,1.4
+Audi, Q7,2016,32996,Automatic,Diesel,200,47.9,3.0
+Mercedes, GLC Class,2017,28490,Semi-Auto,Diesel,145,56.5,2.1
+Vauxhall, Mokka,2016,9495,Manual,Petrol,160,44.8,1.4
+Volkswagen, Arteon,2019,25990,Semi-Auto,Petrol,145,47.1,2.0
+Mercedes, A Class,2014,20000,Semi-Auto,Petrol,200,40.9,2.0
+Ford, Grand C-MAX,2017,10998,Manual,Diesel,30,64.2,1.5
+BMW, X3,2018,30980,Semi-Auto,Diesel,145,54.3,2.0
+Ford, Fiesta,2019,11995,Manual,Petrol,145,58.9,1.0
+BMW, 1 Series,2016,8000,Manual,Diesel,20,68.9,2.0
+Ford, Fiesta,2018,9600,Manual,Petrol,145,65.7,1.0
+Audi, A3,2013,9880,Automatic,Petrol,125,50.4,1.8
+Hyundi, Santa Fe,2017,16989,Manual,Diesel,145,47.1,2.2
+Toyota, Aygo,2017,7695,Manual,Petrol,145,68.9,1.0
+Toyota, Yaris,2018,13480,Automatic,Hybrid,135,76.3,1.5
+Toyota, C-HR,2017,17495,Automatic,Petrol,160,44.8,1.2
+Ford, Kuga,2018,14500,Manual,Diesel,145,64.2,1.5
+Volkswagen, Scirocco,2016,9491,Manual,Diesel,20,55.4,2.0
+Volkswagen, Polo,2017,9990,Manual,Petrol,145,60.1,1.2
+Mercedes, C Class,2016,19290,Semi-Auto,Diesel,30,64.2,2.1
+Ford, Fiesta,2019,13800,Manual,Petrol,145,55.4,1.0
+Ford, Focus,2019,16998,Manual,Petrol,145,60.1,1.0
+Audi, A5,2019,28000,Automatic,Diesel,145,47.1,2.0
+BMW, 2 Series,2020,28655,Manual,Petrol,145,52.3,1.5
+Volkswagen, Golf,2016,15198,Automatic,Diesel,30,62.8,2.0
+Volkswagen, T-Cross,2020,20990,Manual,Diesel,145,52.3,1.6
+Hyundi, I10,2017,7695,Manual,Petrol,30,57.7,1.2
+Audi, A3,2019,32900,Semi-Auto,Petrol,150,34.9,2.0
+Vauxhall, Mokka X,2018,10799,Manual,Petrol,145,47.1,1.4
+Hyundi, I10,2017,6995,Manual,Petrol,145,60.1,1.0
+Audi, Q5,2016,29300,Automatic,Diesel,235,42.2,3.0
+Mercedes, C Class,2016,23999,Semi-Auto,Diesel,30,65.7,2.1
+Volkswagen, Passat,2017,18480,Semi-Auto,Hybrid,0,166.0,1.4
+Hyundi, Tucson,2016,12298,Manual,Diesel,30,61.7,1.7
+Ford, Fiesta,2016,7795,Manual,Petrol,0,65.7,1.0
+Mercedes, GLC Class,2016,21000,Automatic,Diesel,125,56.5,2.1
+Toyota, Aygo,2015,5999,Manual,Petrol,0,69.0,1.0

ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_005/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_005/test.csv

@@ -0,0 +1,201 @@
+brand,model,year,price,transmission,mileage,fuelType,tax,mpg,engineSize
+Volkswagen, Golf,2020,21990,Semi-Auto,229,Petrol,150,45.6,1.5
+Ford, EcoSport,2018,13739,Manual,8230,Petrol,145,54.3,1.0
+Volkswagen, Polo,2015,8700,Automatic,59650,Petrol,20,60.1,1.2
+Ford, Focus,2017,12500,Manual,20668,Petrol,20,61.4,1.0
+Volkswagen, Touareg,2019,44082,Semi-Auto,6580,Diesel,145,34.0,3.0
+Vauxhall, Corsa,2017,7500,Manual,15625,Petrol,30,55.4,1.4
+Volkswagen, Scirocco,2014,12600,Manual,37506,Diesel,20,55.4,2.0
+Volkswagen, Tiguan,2013,10490,Semi-Auto,61000,Diesel,200,47.7,2.0
+Hyundi, IX20,2015,6890,Manual,29731,Petrol,125,50.4,1.4
+Ford, KA,2014,4200,Manual,51028,Petrol,30,57.7,1.2
+BMW, 1 Series,2016,11000,Manual,36615,Petrol,125,53.3,1.5
+Audi, A6,2016,19990,Semi-Auto,36000,Diesel,150,56.5,2.0
+Audi, A6,2017,19990,Semi-Auto,33070,Diesel,145,64.2,2.0
+Mercedes, A Class,2018,17400,Automatic,16135,Diesel,150,68.9,2.1
+Mercedes, V Class,2018,20998,Manual,22740,Diesel,145,46.3,2.1
+Vauxhall, Mokka X,2017,10895,Manual,31885,Diesel,145,65.7,1.6
+Volkswagen, Touran,2014,8840,Automatic,78846,Diesel,30,61.4,1.6
+Mercedes, E Class,2019,24950,Automatic,6399,Diesel,145,67.3,2.0
+Volkswagen, Golf,2019,17298,Manual,5208,Petrol,145,47.1,1.5
+Mercedes, E Class,2019,24628,Semi-Auto,12938,Diesel,145,72.4,2.0
+Audi, Q3,2017,16647,Semi-Auto,40047,Petrol,145,47.9,1.4
+Ford, Mondeo,2014,8990,Manual,40000,Diesel,125,53.3,2.0
+Skoda, Kodiaq,2018,25499,Automatic,17517,Petrol,150,39.8,1.4
+Hyundi, Tucson,2019,16995,Manual,10,Petrol,145,35.3,1.6
+Audi, A3,2017,14500,Automatic,26156,Petrol,145,58.9,1.4
+Mercedes, E Class,2019,27980,Semi-Auto,11085,Diesel,145,58.9,2.0
+Toyota, Yaris,2017,10990,Automatic,25000,Petrol,150,60.1,1.5
+Vauxhall, Corsa,2019,10240,Manual,100,Petrol,145,43.5,1.4
+Volkswagen, Golf,2017,12995,Semi-Auto,28168,Petrol,0,65.7,1.0
+Vauxhall, Zafira,2015,7913,Manual,47682,Diesel,145,53.3,2.0
+Volkswagen, Polo,2016,10241,Manual,23466,Petrol,20,60.1,1.2
+BMW, X4,2020,60995,Semi-Auto,100,Petrol,145,24.8,3.0
+Vauxhall, Corsa,2015,7499,Manual,37341,Petrol,125,53.3,1.4
+BMW, 1 Series,2015,9490,Manual,35000,Petrol,125,50.4,1.6
+Ford, Grand C-MAX,2016,9220,Manual,31671,Diesel,30,64.2,1.5
+Toyota, Auris,2015,7995,Manual,66532,Diesel,20,67.3,1.6
+Skoda, Superb,2019,21221,Semi-Auto,3938,Petrol,145,36.7,1.5
+Volkswagen, Caravelle,2019,41995,Semi-Auto,3800,Diesel,145,33.6,2.0
+Toyota, Yaris,2014,5590,Manual,75452,Diesel,0,74.3,1.4
+Ford, EcoSport,2018,12999,Manual,34664,Petrol,145,54.3,1.0
+Ford, Fiesta,2017,9990,Manual,19263,Petrol,0,65.7,1.0
+Mercedes, CL Class,2019,31790,Automatic,3025,Petrol,145,44.8,1.3
+Vauxhall, Astra,2001,450,Manual,159000,Petrol,235,40.4,1.6
+Toyota, Prius,2016,18690,Automatic,23300,Hybrid,0,85.6,1.8
+Skoda, Yeti Outdoor,2017,12995,Semi-Auto,38881,Petrol,125,51.4,1.2
+Vauxhall, Crossland X,2019,15430,Automatic,5238,Petrol,145,44.8,1.2
+Audi, Q3,2016,16962,Semi-Auto,49237,Petrol,145,47.9,1.4
+Audi, Q5,2018,33500,Automatic,3000,Diesel,145,38.2,2.0
+BMW, X2,2019,29995,Semi-Auto,2315,Diesel,145,58.9,2.0
+Ford, Fiesta,2018,12995,Manual,16053,Petrol,145,49.6,1.0
+Volkswagen, Polo,2016,8991,Manual,33513,Petrol,20,60.1,1.0
+Mercedes, S Class,2015,51990,Automatic,23156,Petrol,555,28.0,5.5
+Mercedes, A Class,2018,18699,Semi-Auto,1502,Diesel,145,65.7,1.5
+Ford, Focus,2016,10000,Manual,46008,Diesel,0,74.3,1.5
+Volkswagen, Shuttle,2019,28995,Semi-Auto,21100,Diesel,145,32.8,2.0
+Volkswagen, Touareg,2019,39995,Semi-Auto,7000,Diesel,145,34.5,3.0
+Mercedes, GLC Class,2019,30980,Semi-Auto,10217,Diesel,145,56.5,2.1
+Vauxhall, Viva,2016,6295,Manual,27923,Petrol,20,62.8,1.0
+Ford, Galaxy,2018,18741,Automatic,8878,Diesel,145,52.3,2.0
+Ford, Fiesta,2017,9157,Manual,14330,Petrol,0,65.7,1.0
+Ford, Fiesta,2017,9600,Manual,22935,Petrol,145,62.8,1.0
+Vauxhall, Astra,2018,10998,Manual,34020,Petrol,150,51.4,1.4
+Volkswagen, Golf,2019,31995,Semi-Auto,6500,Petrol,145,36.2,2.0
+Audi, Q3,2019,29299,Manual,1765,Petrol,145,39.8,1.5
+Volkswagen, Touran,2020,33489,Semi-Auto,2800,Diesel,150,45.6,2.0
+Volkswagen, Tiguan,2011,7000,Manual,105625,Petrol,300,33.2,2.0
+Ford, Fiesta,2016,8919,Manual,10010,Petrol,125,54.3,1.2
+Skoda, Octavia,2019,13495,Manual,15446,Petrol,145,60.1,1.0
+Ford, C-MAX,2018,12890,Manual,12100,Diesel,145,58.9,1.5
+Audi, Q5,2019,36900,Semi-Auto,10224,Diesel,145,38.2,2.0
+BMW, 5 Series,2019,27980,Semi-Auto,5502,Diesel,150,62.8,2.0
+Ford, EcoSport,2017,8700,Manual,43081,Petrol,145,44.8,1.5
+Mercedes, E Class,2019,32734,Semi-Auto,11458,Diesel,145,57.7,2.0
+Mercedes, GLE Class,2017,30298,Semi-Auto,14786,Diesel,200,47.9,2.1
+Mercedes, C Class,2013,14000,Semi-Auto,34998,Diesel,150,53.3,2.1
+BMW, Z4,2020,30990,Semi-Auto,105,Petrol,145,38.7,2.0
+BMW, 1 Series,2017,19750,Automatic,29000,Petrol,205,39.8,3.0
+Toyota, Yaris,2016,8298,Manual,19948,Petrol,30,58.0,1.3
+Volkswagen, Touareg,2019,42998,Semi-Auto,25,Diesel,145,34.5,3.0
+Volkswagen, Caddy Maxi Life,2017,15995,Manual,25810,Diesel,125,58.9,2.0
+Vauxhall, Zafira,2016,9200,Manual,17465,Petrol,200,42.2,1.4
+Skoda, Octavia,2018,17995,Semi-Auto,6307,Diesel,145,62.8,2.0
+Ford, Focus,2016,22499,Manual,21000,Petrol,235,36.7,2.3
+BMW, 4 Series,2018,19370,Automatic,26739,Diesel,145,65.7,2.0
+Mercedes, C Class,2017,23332,Semi-Auto,13944,Diesel,125,60.1,2.1
+BMW, 3 Series,2011,4994,Manual,112000,Diesel,30,62.8,2.0
+Vauxhall, Astra,2017,10990,Semi-Auto,1,Petrol,125,51.4,1.4
+Toyota, Yaris,2017,9800,Manual,22305,Petrol,30,55.0,1.3
+Vauxhall, Crossland X,2019,12699,Manual,2500,Petrol,145,47.1,1.2
+Volkswagen, Golf,2016,12995,Semi-Auto,81503,Diesel,125,58.9,2.0
+Volkswagen, Passat,2019,26990,Automatic,3987,Petrol,145,35.8,2.0
+Audi, A6,2018,17650,Manual,15957,Diesel,145,65.7,2.0
+Audi, A3,2017,17995,Manual,42101,Diesel,145,68.9,1.6
+Vauxhall, Grandland X,2019,15998,Manual,13553,Diesel,150,56.5,1.5
+Mercedes, E Class,2019,29480,Automatic,12088,Diesel,145,58.9,2.0
+Ford, Fiesta,2019,15299,Manual,6164,Petrol,145,58.9,1.0
+Vauxhall, Astra,2016,9998,Manual,13412,Petrol,125,51.4,1.4
+Vauxhall, Insignia,2019,16690,Manual,50,Petrol,145,44.8,1.5
+Hyundi, I10,2019,10349,Semi-Auto,16605,Petrol,150,47.9,1.2
+Vauxhall, Insignia,2013,6798,Manual,38740,Petrol,200,40.4,1.8
+Audi, A3,2016,9712,Manual,60901,Diesel,20,68.9,2.0
+Toyota, Verso,2017,12998,Semi-Auto,29476,Petrol,205,42.8,1.8
+Ford, Fiesta,2017,8300,Manual,27188,Petrol,0,65.7,1.0
+Vauxhall, Mokka,2013,7495,Manual,45000,Diesel,30,62.8,1.7
+Ford, S-MAX,2017,16498,Manual,25595,Petrol,150,43.5,1.5
+Vauxhall, Adam,2017,8000,Manual,9983,Petrol,125,53.3,1.2
+Ford, Focus,2016,9800,Manual,27861,Petrol,20,60.1,1.0
+Hyundi, I20,2019,12090,Manual,2946,Petrol,145,46.3,1.2
+BMW, 3 Series,2019,24775,Manual,3758,Diesel,145,64.2,2.0
+Ford, C-MAX,2016,8430,Manual,29145,Petrol,160,44.1,1.6
+Volkswagen, Golf,2013,10150,Semi-Auto,16510,Diesel,20,72.4,1.6
+Ford, Fiesta,2015,7099,Manual,44893,Petrol,125,54.3,1.2
+Vauxhall, Corsa,2019,10490,Manual,1854,Petrol,145,43.5,1.4
+Audi, A5,2017,16498,Manual,68996,Diesel,30,64.2,2.0
+BMW, 1 Series,2018,21999,Automatic,16475,Petrol,145,39.8,3.0
+Volkswagen, Passat,2019,30998,Semi-Auto,30,Hybrid,135,45.6,1.4
+Mercedes, GLC Class,2020,49980,Semi-Auto,3999,Petrol,145,26.4,3.0
+Ford, Focus,2019,14998,Manual,12078,Petrol,145,58.9,1.0
+BMW, X3,2015,22666,Automatic,32988,Diesel,205,47.1,3.0
+Ford, Fiesta,2013,5998,Manual,28514,Petrol,30,54.3,1.2
+Audi, A4,2016,12000,Semi-Auto,83984,Diesel,20,70.6,2.0
+Audi, TT,2017,18000,Manual,52610,Petrol,165,46.3,2.0
+Ford, Kuga,2017,16000,Manual,16988,Diesel,145,64.2,1.5
+Ford, Kuga,2017,16500,Semi-Auto,8666,Diesel,145,58.9,1.5
+Volkswagen, Up,2017,8950,Manual,19288,Petrol,145,64.2,1.0
+Audi, Q5,2016,28698,Automatic,44419,Diesel,235,42.2,3.0
+Audi, A3,2016,11499,Manual,21362,Diesel,20,70.6,1.6
+Ford, Fiesta,2017,8498,Manual,28479,Petrol,0,65.7,1.0
+Audi, Q5,2019,35995,Automatic,7256,Diesel,145,38.2,2.0
+Ford, S-MAX,2016,14331,Automatic,33230,Diesel,125,52.3,2.0
+Audi, Q2,2019,21950,Semi-Auto,2468,Diesel,145,46.3,1.6
+Toyota, Verso,2017,10650,Manual,45000,Petrol,150,41.5,1.6
+Ford, Kuga,2017,14290,Manual,23444,Diesel,145,64.2,1.5
+Volkswagen, Polo,2017,10195,Manual,22140,Petrol,20,60.1,1.2
+Volkswagen, Caddy Life,2019,17995,Manual,2156,Diesel,150,51.4,2.0
+Vauxhall, Zafira,2016,11611,Automatic,22085,Petrol,200,40.9,1.4
+Volkswagen, Golf,2016,12991,Semi-Auto,32079,Diesel,30,62.8,2.0
+Vauxhall, Astra,2019,11795,Manual,15583,Petrol,150,51.4,1.4
+Mercedes, GLC Class,2016,22995,Semi-Auto,30000,Diesel,125,56.5,2.1
+Mercedes, CL Class,2015,13991,Manual,83245,Petrol,125,50.4,1.6
+Vauxhall, Astra,2020,14990,Manual,2184,Petrol,145,54.3,1.2
+Skoda, Fabia,2016,5297,Manual,47825,Petrol,20,60.1,1.0
+BMW, 6 Series,2016,22798,Semi-Auto,19366,Petrol,260,36.7,3.0
+Ford, Fiesta,2017,9950,Manual,17502,Petrol,150,65.7,1.0
+BMW, i3,2016,19850,Automatic,19995,Hybrid,0,470.8,0.0
+Audi, A3,2016,16400,Manual,24102,Petrol,30,60.1,1.4
+Mercedes, GLE Class,2016,24495,Automatic,32790,Diesel,260,42.8,3.0
+Ford, Kuga,2017,15900,Manual,15557,Diesel,145,60.1,2.0
+Ford, B-MAX,2017,6200,Manual,72135,Diesel,0,74.4,1.5
+Mercedes, A Class,2016,13800,Automatic,80987,Diesel,20,67.3,2.1
+Audi, Q2,2019,22888,Manual,1366,Petrol,145,43.5,1.5
+Ford, EcoSport,2019,16295,Semi-Auto,109,Petrol,145,45.6,1.0
+Ford, Kuga,2018,16995,Manual,7060,Diesel,145,64.2,1.5
+Hyundi, I30,2015,7520,Manual,46142,Diesel,0,78.4,1.6
+Toyota, Aygo,2015,5725,Manual,22673,Petrol,0,69.0,1.0
+Ford, Edge,2017,20800,Automatic,27471,Diesel,150,48.7,2.0
+Mercedes, C Class,2019,25799,Semi-Auto,200,Petrol,145,45.6,1.5
+Ford, Focus,2017,12000,Manual,22296,Diesel,145,74.3,1.5
+Ford, Focus,2016,15500,Manual,13036,Petrol,200,41.5,2.0
+Mercedes, A Class,2017,12900,Manual,19464,Petrol,145,52.3,1.6
+Vauxhall, Mokka X,2017,14000,Semi-Auto,8182,Petrol,145,43.5,1.4
+Volkswagen, T-Roc,2019,25999,Manual,3658,Diesel,145,46.3,2.0
+Skoda, Fabia,2017,10500,Automatic,19310,Petrol,145,60.1,1.2
+Vauxhall, Corsa,2018,8995,Manual,13841,Petrol,145,54.3,1.4
+Audi, Q7,2016,32996,Automatic,23478,Diesel,200,47.9,3.0
+Mercedes, GLC Class,2017,28490,Semi-Auto,33485,Diesel,145,56.5,2.1
+Vauxhall, Mokka,2016,9495,Manual,19606,Petrol,160,44.8,1.4
+Volkswagen, Arteon,2019,25990,Semi-Auto,18000,Petrol,145,47.1,2.0
+Mercedes, A Class,2014,20000,Semi-Auto,58677,Petrol,200,40.9,2.0
+Ford, Grand C-MAX,2017,10998,Manual,31399,Diesel,30,64.2,1.5
+BMW, X3,2018,30980,Semi-Auto,4813,Diesel,145,54.3,2.0
+Ford, Fiesta,2019,11995,Manual,11882,Petrol,145,58.9,1.0
+BMW, 1 Series,2016,8000,Manual,101980,Diesel,20,68.9,2.0
+Ford, Fiesta,2018,9600,Manual,28822,Petrol,145,65.7,1.0
+Audi, A3,2013,9880,Automatic,79000,Petrol,125,50.4,1.8
+Hyundi, Santa Fe,2017,16989,Manual,27287,Diesel,145,47.1,2.2
+Toyota, Aygo,2017,7695,Manual,30100,Petrol,145,68.9,1.0
+Toyota, Yaris,2018,13480,Automatic,10403,Hybrid,135,76.3,1.5
+Toyota, C-HR,2017,17495,Automatic,23474,Petrol,160,44.8,1.2
+Ford, Kuga,2018,14500,Manual,28991,Diesel,145,64.2,1.5
+Volkswagen, Scirocco,2016,9491,Manual,96000,Diesel,20,55.4,2.0
+Volkswagen, Polo,2017,9990,Manual,45273,Petrol,145,60.1,1.2
+Mercedes, C Class,2016,19290,Semi-Auto,17600,Diesel,30,64.2,2.1
+Ford, Fiesta,2019,13800,Manual,11425,Petrol,145,55.4,1.0
+Ford, Focus,2019,16998,Manual,16410,Petrol,145,60.1,1.0
+Audi, A5,2019,28000,Automatic,6596,Diesel,145,47.1,2.0
+BMW, 2 Series,2020,28655,Manual,3297,Petrol,145,52.3,1.5
+Volkswagen, Golf,2016,15198,Automatic,50181,Diesel,30,62.8,2.0
+Volkswagen, T-Cross,2020,20990,Manual,5000,Diesel,145,52.3,1.6
+Hyundi, I10,2017,7695,Manual,17500,Petrol,30,57.7,1.2
+Audi, A3,2019,32900,Semi-Auto,2470,Petrol,150,34.9,2.0
+Vauxhall, Mokka X,2018,10799,Manual,37403,Petrol,145,47.1,1.4
+Hyundi, I10,2017,6995,Manual,21786,Petrol,145,60.1,1.0
+Audi, Q5,2016,29300,Automatic,39671,Diesel,235,42.2,3.0
+Mercedes, C Class,2016,23999,Semi-Auto,10000,Diesel,30,65.7,2.1
+Volkswagen, Passat,2017,18480,Semi-Auto,50931,Hybrid,0,166.0,1.4
+Hyundi, Tucson,2016,12298,Manual,38564,Diesel,30,61.7,1.7
+Ford, Fiesta,2016,7795,Manual,46891,Petrol,0,65.7,1.0
+Mercedes, GLC Class,2016,21000,Automatic,68594,Diesel,125,56.5,2.1
+Toyota, Aygo,2015,5999,Manual,36010,Petrol,0,69.0,1.0

ranking_and_filtering/daily/regression/100000_UK_Used_Car_Data_set_B4/100000_UK_Used_Car_Data_set_B4_005/test_current.csv

@@ -0,0 +1,11 @@
+brand,model,year,price,transmission,mileage,fuelType,tax,mpg,engineSize
+Volkswagen, Touareg,2019,42998,Semi-Auto,25,Diesel,145,34.5,3.0
+BMW, X4,2020,60995,Semi-Auto,100,Petrol,145,24.8,3.0
+BMW, Z4,2020,30990,Semi-Auto,105,Petrol,145,38.7,2.0
+Volkswagen, Caddy Life,2019,17995,Manual,2156,Diesel,150,51.4,2.0
+BMW, X2,2019,29995,Semi-Auto,2315,Diesel,145,58.9,2.0
+Audi, A3,2019,32900,Semi-Auto,2470,Petrol,150,34.9,2.0
+Volkswagen, Touran,2020,33489,Semi-Auto,2800,Diesel,150,45.6,2.0
+Audi, Q5,2018,33500,Automatic,3000,Diesel,145,38.2,2.0
+Volkswagen, T-Roc,2019,25999,Manual,3658,Diesel,145,46.3,2.0
+BMW, 3 Series,2019,24775,Manual,3758,Diesel,145,64.2,2.0

ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_003/info.json

@@ -0,0 +1,299 @@
+{
+    "name": "Chocolate Bar Ratings",
+    "source": "https://www.kaggle.com/datasets/rtatman/chocolate-bar-ratings/data",
+    "data_intro": "This dataset contains expert ratings of over 1,700 individual chocolate bars, along with information on their regional origin, percentage of cocoa, the variety of chocolate bean used and where the beans were grown.",
+    "is_splited": false,
+    "overall_size": 1795,
+    "train_size": 0,
+    "test_size": 0,
+    "c_classes": 6,
+    "n_classes": 3,
+    "task_type": "regression",
+    "target": "Rating",
+    "cat_feature_intro": {
+        "Company(Maker-if known)": "- Company(Maker-if known):",
+        "Specific Bean Originor Bar Name": "- Specific Bean Origin or Bar Name: The specific geo-region of origin for the bar.",
+        "Cocoa Percent": "- Cocoa Percent: Cocoa percentage (darkness) of the chocolate bar being reviewed.",
+        "Company Location": "- Company Location: Manufacturer base country.",
+        "Bean Type": "- Bean Type: The variety (breed) of bean used, if provided.",
+        "Broad Bean Origin": "- Broad Bean Origin: The broad geo-region of origin for the bean."
+    },
+    "num_feature_intro": {
+        "REF": "- REF: A value linked to when the review was entered in the database. Higher = more recent.",
+        "Review Date": "- Review Date: Date of publication of the review.",
+        "Rating": "- Rating: Expert rating for the bar."
+    },
+    "evaluation_metric": null,
+    "num_feature_value": {
+        "REF": [
+            5.0,
+            1952.0
+        ],
+        "Rating": [
+            1.0,
+            5.0
+        ],
+        "Review Date": [
+            2006.0,
+            2017.0
+        ]
+    },
+    "cat_feature_value": {
+        "Bean Type": [
+            "Amazon",
+            "Amazon mix",
+            "Amazon, ICS",
+            "Beniano",
+            "Blend",
+            "Blend-Forastero,Criollo",
+            "CCN51",
+            "Criollo",
+            "Criollo (Amarru)",
+            "Criollo (Ocumare 61)",
+            "Criollo (Ocumare 67)",
+            "Criollo (Ocumare 77)",
+            "Criollo (Ocumare)",
+            "Criollo (Porcelana)",
+            "Criollo (Wild)",
+            "Criollo, +",
+            "Criollo, Forastero",
+            "Criollo, Trinitario",
+            "EET",
+            "Forastero",
+            "Forastero (Amelonado)",
+            "Forastero (Arriba)",
+            "Forastero (Arriba) ASS",
+            "Forastero (Arriba) ASSS",
+            "Forastero (Catongo)",
+            "Forastero (Nacional)",
+            "Forastero (Parazinho)",
+            "Forastero(Arriba, CCN)",
+            "Forastero, Trinitario",
+            "Matina",
+            "Nacional",
+            "Nacional (Arriba)",
+            "Trinitario",
+            "Trinitario (85% Criollo)",
+            "Trinitario (Amelonado)",
+            "Trinitario (Scavina)",
+            "Trinitario, Criollo",
+            "Trinitario, Forastero",
+            "Trinitario, Nacional",
+            "Trinitario, TCGA",
+            " "
+        ],
+        "Broad Bean Origin": [
+            "Africa, Carribean, C. Am.",
+            "Australia",
+            "Belize",
+            "Bolivia",
+            "Brazil",
+            "Burma",
+            "Cameroon",
+            "Carribean",
+            "Carribean(DR/Jam/Tri)",
+            "Central and S. America",
+            "Colombia",
+            "Colombia, Ecuador",
+            "Congo",
+            "Cost Rica, Ven",
+            "Costa Rica",
+            "Cuba",
+            "DR, Ecuador, Peru",
+            "Dom. Rep., Madagascar",
+            "Domincan Republic",
+            "Dominican Rep., Bali",
+            "Dominican Republic",
+            "Ecuador",
+            "Ecuador, Costa Rica",
+            "Ecuador, Mad., PNG",
+            "El Salvador",
+            "Fiji",
+            "Gabon",
+            "Ghana",
+            "Ghana & Madagascar",
+            "Ghana, Domin. Rep",
+            "Ghana, Panama, Ecuador",
+            "Gre., PNG, Haw., Haiti, Mad",
+            "Grenada",
+            "Guat., D.R., Peru, Mad., PNG",
+            "Guatemala",
+            "Haiti",
+            "Hawaii",
+            "Honduras",
+            "India",
+            "Indonesia",
+            "Indonesia, Ghana",
+            "Ivory Coast",
+            "Jamaica",
+            "Liberia",
+            "Mad., Java, PNG",
+            "Madagascar",
+            "Madagascar & Ecuador",
+            "Malaysia",
+            "Martinique",
+            "Mexico",
+            "Nicaragua",
+            "Nigeria",
+            "PNG, Vanuatu, Mad",
+            "Panama",
+            "Papua New Guinea",
+            "Peru",
+            "Peru(SMartin,Pangoa,nacional)",
+            "Peru, Belize",
+            "Peru, Dom. Rep",
+            "Peru, Ecuador",
+            "Peru, Ecuador, Venezuela",
+            "Peru, Mad., Dom. Rep.",
+            "Peru, Madagascar",
+            "Philippines",
+            "Principe",
+            "Puerto Rico",
+            "Samoa",
+            "Sao Tome",
+            "Sao Tome & Principe",
+            "Solomon Islands",
+            "South America",
+            "South America, Africa",
+            "Sri Lanka",
+            "St. Lucia",
+            "Suriname",
+            "Tanzania",
+            "Tobago",
+            "Togo",
+            "Trinidad",
+            "Trinidad, Ecuador",
+            "Trinidad, Tobago",
+            "Trinidad-Tobago",
+            "Uganda",
+            "Vanuatu",
+            "Ven, Bolivia, D.R.",
+            "Ven, Trinidad, Ecuador",
+            "Ven., Indonesia, Ecuad.",
+            "Ven., Trinidad, Mad.",
+            "Ven.,Ecu.,Peru,Nic.",
+            "Venez,Africa,Brasil,Peru,Mex",
+            "Venezuela",
+            "Venezuela, Carribean",
+            "Venezuela, Dom. Rep.",
+            "Venezuela, Ghana",
+            "Venezuela, Java",
+            "Venezuela, Trinidad",
+            "Venezuela/ Ghana",
+            "Vietnam",
+            "West Africa",
+            " "
+        ],
+        "Cocoa Percent": [
+            "100%",
+            "42%",
+            "46%",
+            "50%",
+            "53%",
+            "55%",
+            "56%",
+            "57%",
+            "58%",
+            "60%",
+            "60.5%",
+            "61%",
+            "62%",
+            "63%",
+            "64%",
+            "65%",
+            "66%",
+            "67%",
+            "68%",
+            "69%",
+            "70%",
+            "71%",
+            "72%",
+            "72.5%",
+            "73%",
+            "73.5%",
+            "74%",
+            "75%",
+            "76%",
+            "77%",
+            "78%",
+            "79%",
+            "80%",
+            "81%",
+            "82%",
+            "83%",
+            "84%",
+            "85%",
+            "86%",
+            "87%",
+            "88%",
+            "89%",
+            "90%",
+            "91%",
+            "99%"
+        ],
+        "Company Location": [
+            "Amsterdam",
+            "Argentina",
+            "Australia",
+            "Austria",
+            "Belgium",
+            "Bolivia",
+            "Brazil",
+            "Canada",
+            "Chile",
+            "Colombia",
+            "Costa Rica",
+            "Czech Republic",
+            "Denmark",
+            "Domincan Republic",
+            "Ecuador",
+            "Eucador",
+            "Fiji",
+            "Finland",
+            "France",
+            "Germany",
+            "Ghana",
+            "Grenada",
+            "Guatemala",
+            "Honduras",
+            "Hungary",
+            "Iceland",
+            "India",
+            "Ireland",
+            "Israel",
+            "Italy",
+            "Japan",
+            "Lithuania",
+            "Madagascar",
+            "Martinique",
+            "Mexico",
+            "Netherlands",
+            "New Zealand",
+            "Niacragua",
+            "Nicaragua",
+            "Peru",
+            "Philippines",
+            "Poland",
+            "Portugal",
+            "Puerto Rico",
+            "Russia",
+            "Sao Tome",
+            "Scotland",
+            "Singapore",
+            "South Africa",
+            "South Korea",
+            "Spain",
+            "St. Lucia",
+            "Suriname",
+            "Sweden",
+            "Switzerland",
+            "U.K.",
+            "U.S.A.",
+            "Venezuela",
+            "Vietnam",
+            "Wales"
+        ],
+        "Company(Maker-if known)": "string",
+        "Specific Bean Originor Bar Name": "string"
+    }
+}

ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_003/test.csv

@@ -0,0 +1,360 @@
+Company(Maker-if known),Specific Bean Originor Bar Name,REF,Review Date,Cocoa Percent,Company Location,Rating,Bean Type,Broad Bean Origin
+Callebaut,Baking,141,2007,70%,Belgium,1.0, ,Ecuador
+Isidro,Peru,1279,2014,72%,U.S.A.,2.25, ,Peru
+Fruition,La Red,1046,2013,70%,U.S.A.,3.75, ,Dominican Republic
+Arete,Lachua,1904,2016,70%,U.S.A.,3.5, ,Guatemala
+Letterpress,Liberia,1728,2016,70%,U.S.A.,3.25, ,Liberia
+Choklat,"Porcelana, Tabasco",377,2009,70%,Canada,2.75,Criollo,Mexico
+Mana,Ecuador,1446,2015,74%,U.S.A.,2.5, ,Ecuador
+Neuhaus (Callebaut),Sao Tome,15,2006,75%,Belgium,2.75,Forastero,Sao Tome
+Bakau,"Huallabamba, 2015",1454,2015,70%,Peru,3.5, ,Peru
+Coppeneur,Trinidad,558,2010,72%,Germany,3.0,Trinitario,Trinidad
+Pacari,Cumbia,1415,2014,70%,Ecuador,3.5, ,Ecuador
+Nuance,"Canoabo, 2013",1458,2015,70%,U.S.A.,3.0,Criollo,Venezuela
+Castronovo,"Duarte, Batch 360",1570,2015,70%,U.S.A.,3.75,"Criollo, Trinitario",Domincan Republic
+Chuao Chocolatier (Pralus),Chuao,486,2010,77%,U.S.A.,2.75,Trinitario,Venezuela
+Mast Brothers,Guatemala,1450,2015,76%,U.S.A.,3.0, ,Guatemala
+L'Amourette,Carenero Superior,833,2012,75%,U.S.A.,3.0,Trinitario,Venezuela
+Woodblock,Ecuador,825,2012,70%,U.S.A.,2.5, ,Ecuador
+French Broad,Matagalpa,1295,2014,68%,U.S.A.,3.25, ,Nicaragua
+Artisan du Chocolat,Jamaica,531,2010,72%,U.K.,3.75,Trinitario,Jamaica
+Coppeneur,Chuao 70hr,451,2009,70%,Germany,3.75,"Criollo, Trinitario",Venezuela
+Arete,"Puerto Quito, heirloom",1534,2015,70%,U.S.A.,3.75,Forastero (Nacional),Ecuador
+Chocolate Conspiracy,Peru,1259,2014,74%,U.S.A.,2.75, ,Peru
+Middlebury,"Matagalpa, Cacao Bisiesto",1538,2015,70%,U.S.A.,3.5, ,Nicaragua
+"Smooth Chocolator, The","Papua New Guinea, triple roast, batch 1",1662,2015,65%,Australia,3.5, ,Papua New Guinea
+Friis Holm (Bonnat),La Dalia,1680,2015,85%,Denmark,3.25, ,Nicaragua
+Fresco,"Jamaica, #204, DR, SC",370,2009,80%,U.S.A.,2.75,Trinitario,Jamaica
+Domori,Ilblend,272,2008,70%,Italy,3.75,Blend, 
+Laia aka Chat-Noir,"Lam Dong, Batch 153",1642,2015,75%,France,3.75,Trinitario,Vietnam
+Upchurch,"Madagascar, Sassy Bar",1752,2016,72%,U.S.A.,3.0,Trinitario,Madagascar
+Dandelion,Upala,805,2012,70%,U.S.A.,3.0, ,Costa Rica
+Soma,"Dancing in Your Head, 5 bean blend",867,2012,70%,Canada,4.0,Blend,"Gre., PNG, Haw., Haiti, Mad"
+Mast Brothers,Papua New Guinea,777,2011,71%,U.S.A.,2.75, ,Papua New Guinea
+Rozsavolgyi,Principe,765,2011,77%,Hungary,2.75,Forastero,Principe
+Amedei,Venezuela,123,2007,70%,Italy,3.75,Trinitario (85% Criollo),Venezuela
+Altus aka Cao Artisan,Peru,1133,2013,60%,U.S.A.,3.25, ,Peru
+Fresco,"Sambirano Valley, #215, MR, MC",688,2011,74%,U.S.A.,3.0,Trinitario,Madagascar
+Idilio (Felchlin),"Sur del Lago, Amiari Meridena, Zulia, w/ nibs",737,2011,72%,Switzerland,4.0, ,Venezuela
+Obolo,"Pangoa, w/ nibs",1638,2015,70%,Chile,3.75,Criollo,Peru
+Britarev,Ecuador,1638,2015,70%,Russia,3.25, ,Ecuador
+Soma,Carenero Superior,951,2012,70%,Canada,3.75,Trinitario,Venezuela
+Akesson's (Pralus),"Monte Alegre, D. Badero",508,2010,75%,Switzerland,2.75,Forastero,Brazil
+Pralus,Cuyagua,451,2009,75%,France,2.0, ,Venezuela
+Animas,Alto Beni,1852,2016,75%,U.S.A.,3.5, ,Bolivia
+Cacaoyere (Ecuatoriana),Bolivar,245,2008,82%,Ecuador,2.5,Forastero (Arriba),Ecuador
+Dean and Deluca (Belcolade),Peru,180,2007,64%,U.S.A.,3.0, ,Peru
+Friis Holm (Bonnat),"Nicaliso, Xoco",623,2011,70%,Denmark,3.5,"Criollo, Trinitario",Nicaragua
+Pierre Marcolini,"Kendem Lembu, Java",93,2006,72%,Belgium,3.0,Criollo,Indonesia
+DeVries,Bolivian,241,2008,80%,U.S.A.,2.75, ,Bolivia
+Burnt Fork Bend,"Ecuador, Bob Bar",1323,2014,60%,U.S.A.,2.5, ,Ecuador
+Dolfin (Belcolade),Noir,63,2006,70%,Belgium,1.5, , 
+Taza,Alto Beni,785,2011,87%,U.S.A.,3.25, ,Bolivia
+"Smooth Chocolator, The",Bolivia,1626,2015,72%,Australia,2.75, ,Bolivia
+Habitual,Africa meets Latina,1201,2014,70%,Canada,3.0, , 
+Luker,Selva,552,2010,46%,Colombia,2.75, ,"Colombia, Ecuador"
+Escazu,Rio Caribe,903,2012,70%,U.S.A.,2.75,Trinitario,Venezuela
+Lillie Belle,Purple Haze,947,2012,75%,U.S.A.,2.75, ,"Venezuela, Dom. Rep."
+Theo,Ivory Coast,184,2007,75%,U.S.A.,2.5, ,Ivory Coast
+Artisan du Chocolat,Dominican Republic,363,2009,72%,U.K.,3.25,Trinitario,Dominican Republic
+Soul,Venezuela,1936,2017,75%,Canada,3.5, ,Venezuela
+Lonohana,"Hawaiian Crown, Kona Vanilla",1097,2013,70%,U.S.A.,3.5, ,Hawaii
+Undone,Nourish,1438,2014,70%,U.S.A.,3.0, ,Dominican Republic
+Szanto Tibor,Cacao Blanco,1193,2013,70%,Hungary,3.25, ,Nicaragua
+Castronovo,Sierra Nevada,1347,2014,72%,U.S.A.,3.5,"Criollo, Trinitario",Colombia
+Loiza,Puerto Rico,1049,2013,65%,Puerto Rico,2.5, ,Puerto Rico
+Tejas,"La Bahia, w/ cane juice",817,2012,70%,U.S.A.,3.25, ,Ecuador
+C-Amaro,Cuba,1442,2014,75%,Italy,2.5, ,Cuba
+Montecristi,Manabi,1654,2015,70%,Ecuador,3.25, ,Ecuador
+Guittard,Coucher du Soleil,654,2011,72%,U.S.A.,2.75, , 
+Nibble,"Ambanja, Sambirano Valley",1526,2015,72%,U.S.A.,3.0,Trinitario,Madagascar
+Snake & Butterfly,Ghana,693,2011,67%,U.S.A.,1.5,Forastero,Ghana
+Wm,"Wild Beniano, 2016, batch 128, Heirloom",1912,2016,76%,U.S.A.,3.5, ,Bolivia
+Dick Taylor,Sambirano,661,2011,72%,U.S.A.,3.0,Trinitario,Madagascar
+Sublime Origins,Sambirano,1157,2013,67%,U.S.A.,2.75,Trinitario,Madagascar
+Ocho,"PNG, Voodoo",1411,2014,88%,New Zealand,3.25, ,Papua New Guinea
+Kallari (Ecuatoriana),Diego 60hr/ W.F. blend prototype,248,2008,85%,Ecuador,3.0, ,Ecuador
+Dandelion,"Camino Verde P., Balao, Guayas, 2013",1295,2014,70%,U.S.A.,3.5, ,Ecuador
+Dandelion,"Mantuano, 2012",1085,2013,70%,U.S.A.,3.5, ,Venezuela
+AMMA,"Monte Alegre, 3 diff. plantations",572,2010,85%,Brazil,2.75,Forastero (Parazinho),Brazil
+Domori,Carenero Superior,87,2006,70%,Italy,3.5,Trinitario,Venezuela
+Cao,"Porcelana, Batch 5163",1804,2016,70%,U.S.A.,3.0,Criollo,Venezuela
+Danta,Los Ujuxtes,987,2012,70%,Guatemala,3.75, ,Guatemala
+Heirloom Cacao Preservation (Millcreek),"Los Rios, Hacienda Limon, Orecao, 2015",1744,2016,70%,U.S.A.,3.5,EET,Ecuador
+Bonnat,Cuba,629,2011,75%,France,3.5,Trinitario,Cuba
+Manufaktura Czekolady,Kolumbia,1279,2014,85%,Poland,3.5, ,Colombia
+Terroir,Ecuador,1482,2015,70%,U.S.A.,3.25, ,Ecuador
+Malie Kai (Guittard),"O'ahu, N. Shore, Waialua Estate w/ nibs",502,2010,55%,U.S.A.,3.5, ,Hawaii
+Baravelli's,single estate,955,2012,80%,Wales,2.75, ,Costa Rica
+Xocolat,Hispaniola,1057,2013,66%,Domincan Republic,3.0, ,Dominican Republic
+Chocolate Makers,"Peru, Awagum bar",1530,2015,80%,Amsterdam,3.75,Criollo,Peru
+Friis Holm (Bonnat),"Red Mayan, Xoco",899,2012,70%,Denmark,3.25,"Criollo, Trinitario",Honduras
+Amano,"Bali, Jembrana",304,2008,70%,U.S.A.,2.75, ,Indonesia
+La Oroquidea,Peruvian Amazon,721,2011,72%,Peru,2.5, ,Peru
+Dandelion,Patanemo,1026,2013,70%,U.S.A.,3.25, ,Venezuela
+Letterpress,"La Red, Guaconejo",1566,2015,70%,U.S.A.,3.25, ,Domincan Republic
+Valrhona,"Otucan, Grand Cru",931,2012,69%,France,4.0, ,Venezuela
+Republica del Cacao (aka Confecta),Los Rios,170,2007,75%,Ecuador,3.75,Forastero (Arriba),Ecuador
+Somerville,"Hawaiian, Big Island",1395,2014,70%,U.S.A.,3.5, ,Hawaii
+Scharffen Berger,Markham Valley,781,2011,68%,U.S.A.,3.75, ,Papua New Guinea
+Molucca,Indonesia,1618,2015,70%,U.S.A.,2.75, ,Indonesia
+Pangea,Matasawalevu,1860,2016,76%,Spain,3.0, ,Fiji
+Claudio Corallo,Terreiro Velho P.,470,2010,73.5%,Sao Tome,3.75,Forastero,Sao Tome & Principe
+Spagnvola,AgroCriso Plantation,793,2012,80%,U.S.A.,3.0, ,Dominican Republic
+Rogue,"Hispaniola, 2008",213,2008,70%,U.S.A.,2.75, ,Dominican Republic
+Soma,"Three Amigos(Chuao, Wild Bolivia, D.R.)",676,2011,70%,Canada,4.0,,"Ven, Bolivia, D.R."
+Spencer,Ecuador,1932,2017,70%,U.S.A.,3.5, ,Ecuador
+Pralus,Colombie,40,2006,75%,France,3.5,Trinitario,Colombia
+Cacao de Origen,Rio Caribe,1692,2015,75%,Venezuela,3.25,Trinitario,Venezuela
+AMMA,Catongo,1065,2013,75%,Brazil,3.25,Forastero (Catongo),Brazil
+Menakao (aka Cinagra),Madagascar,841,2012,72%,Madagascar,2.5,Trinitario,Madagascar
+Guittard,Semisweet,99,2006,61%,U.S.A.,3.0,Blend, 
+Fruition,Camino Verde,1185,2013,75%,U.S.A.,3.0, ,Ecuador
+Valrhona,Araguani,117,2007,72%,France,3.0,Blend,"Venezuela, Carribean"
+Marou,Ba Ria,845,2012,76%,Vietnam,3.5,Trinitario,Vietnam
+Caribeans,"Antigua, Special Reserve",1582,2015,72%,Costa Rica,3.5, ,Guatemala
+Fresco,"Markham Valley, #222, LR, 0C",931,2012,69%,U.S.A.,3.0,Trinitario,Papua New Guinea
+Duffy's,Star of Ecuador,523,2010,70%,U.K.,2.5, ,Ecuador
+Amedei,"Piura, Blanco de Criollo",979,2012,70%,Italy,3.75, ,Peru
+Arete,Tien Giang,1900,2016,73%,U.S.A.,3.5,Trinitario,Vietnam
+Original Beans (Felchlin),"Grand Cru Blend No.1, 5 yr. Anniversary Ed",1442,2014,80%,Switzerland,3.25,Blend, 
+Terroir,Oko Caribe,1554,2015,70%,U.S.A.,3.5, ,Domincan Republic
+Hotel Chocolat (Coppeneur),Trinidad,1038,2013,75%,U.K.,3.0,Trinitario,Trinidad
+Pacari,Los Rios,224,2008,72%,Ecuador,3.0,Forastero (Arriba),Ecuador
+Kah Kow,"Rizek Cacao, Domin. Rep.",1069,2013,82%,Domincan Republic,3.0, ,Dominican Republic
+Danta,Sambirano,987,2012,70%,Guatemala,3.75,Trinitario,Madagascar
+Naive,Trinidad & Tobago,1046,2013,70%,Lithuania,3.75, ,"Trinidad, Tobago"
+Kto,Ocumare,1422,2014,72%,U.S.A.,2.75, ,Venezuela
+Artisan du Chocolat,Haiti,729,2011,72%,U.K.,4.0, ,Haiti
+Cacao Store,Vietnam,1684,2015,70%,Japan,3.5,Trinitario,Vietnam
+Grand Place,"Ben Tre, Dong Nai",741,2011,72%,Vietnam,3.0,Trinitario,Vietnam
+Pierre Marcolini,"Porcelana, Tabasco, Limited Ed.",81,2006,72%,Belgium,4.0,Criollo,Mexico
+Friis Holm (Bonnat),"Medagla, Xoco",1034,2013,70%,Denmark,3.5, ,Nicaragua
+hexx,Peru,1550,2015,70%,U.S.A.,3.25, ,Peru
+Ritual,Costa Rica,745,2011,75%,U.S.A.,3.5, ,Costa Rica
+Sirene,"Camino Verde P., Balao, Guayas, 2012",1506,2015,100%,Canada,3.0, ,Ecuador
+Laia aka Chat-Noir,Trinidad-Tobago,1438,2014,68%,France,2.75, ,Trinidad-Tobago
+Cloudforest,"Camino Verde P., Balao, Guayas, 2014",1486,2015,73%,U.S.A.,3.5, ,Ecuador
+A. Morin,Puerto Cabello,1319,2014,70%,France,3.75,Criollo,Venezuela
+Askinosie,"Tenende, Uwate",647,2011,72%,U.S.A.,3.75,Trinitario,Tanzania
+S.A.I.D.,100 percent,615,2010,100%,Italy,1.5, , 
+El Rey,"Carenero Superior, Apamate",206,2008,74%,Venezuela,2.5,Criollo,Venezuela
+Hotel Chocolat,"Pepiniere, single Cote",1654,2015,70%,U.K.,2.75, ,St. Lucia
+Spencer,Malekula Island,1434,2014,72%,Australia,2.75,Trinitario,Vanuatu
+Friis Holm (Bonnat),"Chuno, double turned, Xoco",899,2012,70%,Denmark,3.25,"Criollo, Trinitario",Nicaragua
+Mars,Nigeria,544,2010,65%,U.S.A.,3.25, ,Nigeria
+Fresco,"Chuao, #218, MR, MC",745,2011,76%,U.S.A.,3.25,Trinitario,Venezuela
+Michel Cluizel,Carre Grand Noir,24,2006,85%,France,2.0, , 
+Alexandre,Tien Giang,1944,2017,70%,Netherlands,3.5,Trinitario,Vietnam
+Kto,San Martin,1422,2014,72%,U.S.A.,2.5, ,Peru
+Castronovo,Conacado,1101,2013,73%,U.S.A.,3.5,Trinitario,Dominican Republic
+Compania de Chocolate (Salgado),Sur del Lago,579,2010,70%,Argentina,3.25, ,Venezuela
+Palette de Bine,Lachua,1720,2016,70%,Canada,2.75, ,Guatemala
+C-Amaro,Sao Tome,749,2011,78%,Italy,2.25,Forastero,Sao Tome
+Ritual,"Camino Verde P., Balao, 2015 harvest, batch8",1860,2016,75%,U.S.A.,3.75, ,Ecuador
+Emily's,Peru,1454,2015,78%,Japan,3.5,Criollo,Peru
+Letterpress,"La Masica, Batch 7, FHIA",1952,2017,70%,U.S.A.,3.5, ,Honduras
+Patric,Signature Blend,636,2011,70%,U.S.A.,3.75,Blend, 
+Harper Macaw,Brazil Blend,1696,2015,67%,U.S.A.,3.0, ,Brazil
+Orquidea,Peru,859,2012,65%,Peru,3.0, ,Peru
+Spencer,Dominican Republic,1932,2017,70%,U.S.A.,3.75, ,Dominican Republic
+Bonnat,Equateur,123,2007,75%,France,2.5,Forastero (Arriba),Ecuador
+Bisou,"Nicaragua, American style",1482,2015,76%,U.S.A.,2.5, ,Nicaragua
+Nathan Miller,Madagascar,1403,2014,73.5%,U.S.A.,2.5,Trinitario,Madagascar
+Duffy's,Dominican Republic,661,2011,65%,U.K.,3.5, ,Dominican Republic
+Feitoria Cacao,Cuyagua,1736,2016,76%,Portugal,2.5, ,Venezuela
+Dick Taylor,Camino Verde,1193,2013,76%,U.S.A.,3.5, ,Ecuador
+Hotel Chocolat (Coppeneur),"Los Rios, H. Iara, 96hr c.",623,2011,80%,U.K.,3.0,Forastero (Nacional),Ecuador
+Domori,Blend No. 1,272,2008,78%,Italy,3.5,Blend, 
+Anahata,Elvesia,1259,2014,75%,U.S.A.,3.0, ,Dominican Republic
+Zak's,"Dominican Republic, Batch D2",1578,2015,70%,U.S.A.,3.25, ,Domincan Republic
+Chocovic,Guyave,117,2007,71%,Spain,2.5,Trinitario,Grenada
+Molucca,La Red,1614,2015,70%,U.S.A.,3.0, ,Domincan Republic
+Caribeans,Anselmo Paraiso Estate,1586,2015,72%,Costa Rica,3.5, ,Costa Rica
+Taza,"Dark, Stone Ground",180,2007,70%,U.S.A.,3.0, ,Dominican Republic
+Altus aka Cao Artisan,Gruppo Salinas,1732,2016,60%,U.S.A.,2.75, ,Ecuador
+Duffy's,"Bocas del Toro, Tierra Oscura",697,2011,72%,U.K.,3.0, ,Panama
+Mast Brothers,Patanemo,572,2010,81%,U.S.A.,2.75,Criollo,Venezuela
+Feitoria Cacao,Blue Mountain,1732,2016,76%,Portugal,3.0, ,Jamaica
+Bar Au Chocolat,Bahia,1554,2015,70%,U.S.A.,3.5, ,Brazil
+Letterpress,Kokoa Kamili,1566,2015,70%,U.S.A.,3.5, ,Tanzania
+Videri,Classic,991,2012,70%,U.S.A.,3.25, ,Central and S. America
+Pierre Marcolini,Trinite,478,2010,75%,Belgium,3.25,Trinitario,Trinidad
+Fresco,"Chuao, #217, DR, MC",745,2011,70%,U.S.A.,4.0,Trinitario,Venezuela
+Idilio (Felchlin),"Ocumare, H. Cata, w/ nibs",737,2011,72%,Switzerland,3.5,Criollo,Venezuela
+Dark Forest,Tanzania,1554,2015,70%,U.S.A.,3.0, ,Tanzania
+Heirloom Cacao Preservation (Manoa),"Maunawili, O'ahu, Agri Research C., 2015",1744,2016,72%,U.S.A.,3.5, ,Hawaii
+Blue Bandana,Kokoa Kamili,1752,2016,75%,U.S.A.,3.5, ,Tanzania
+Michel Cluizel,Carre Amer,24,2006,60%,France,2.0, , 
+Bonnat,Piura Blanco,629,2011,75%,France,3.5,Forastero (Nacional),Peru
+Pump Street Bakery,Honduras,1688,2015,80%,U.K.,2.75, ,Honduras
+Ki' Xocolatl,Dark,431,2009,72%,Mexico,2.0, ,Mexico
+Valrhona,"Loma Sotavento, 2013",1153,2013,64%,France,3.5, ,Dominican Republic
+Cravve,Djual Island,975,2012,75%,Australia,3.5,Forastero,Papua New Guinea
+Soma,Africa,377,2009,70%,Canada,3.5,Forastero,Ghana
+Wm,"Guasare, Zulia Prov., 2015, batch 124",1912,2016,74%,U.S.A.,3.0,Criollo,Venezuela
+"Chocolate Tree, The",Peru,919,2012,68%,Scotland,2.75,Criollo,Peru
+Mana,Peru,1219,2014,74%,U.S.A.,2.5, ,Peru
+Violet Sky,Cuyagua,1458,2015,77%,U.S.A.,3.0,Criollo,Venezuela
+Vicuna,Palos Blancos + nibs,1470,2015,70%,U.S.A.,3.25, ,Bolivia
+Silvio Bessone,"Bahia, Scavina",729,2011,60%,Italy,3.25,Trinitario,Brazil
+Valrhona,Guanaja,63,2006,70%,France,4.0,"Criollo, Trinitario",South America
+Raaka,La Red,785,2011,85%,U.S.A.,3.5, ,Dominican Republic
+La Maison du Chocolat (Valrhona),Tobago,1145,2013,60%,France,3.25, ,Tobago
+Rogue,Porcelana,1209,2014,80%,U.S.A.,3.75,Criollo,Venezuela
+Burnt Fork Bend,Mindo,1299,2014,72%,U.S.A.,3.5, ,Ecuador
+Enric Rovira (Claudio Corallo),Terreiro Velho P.,565,2010,80%,Spain,3.25,Forastero,Sao Tome & Principe
+Q Chocolate,Brazil,1057,2013,75%,Brazil,3.25, ,Brazil
+Amedei,Toscano Black,75,2006,66%,Italy,4.0,Blend, 
+Bonnat,Ceylan,81,2006,75%,France,3.0, ,Sri Lanka
+Lonohana,"Opaeula Estate, O'ahu, Nene, CG Exclusive",1093,2013,71%,U.S.A.,3.0, ,Hawaii
+Valrhona,Caraque,709,2011,56%,France,3.25, , 
+Cacao de Origen,"Chuao, Aragua region",1391,2014,75%,Venezuela,3.5,Trinitario,Venezuela
+Fruition,Signature Blend,753,2011,66%,U.S.A.,3.25,Trinitario,Costa Rica
+Fresco,"San Martin, Bellavista Coop, #226, DR, MC",1117,2013,70%,U.S.A.,3.75, ,Peru
+Ara,Chiapas,1379,2014,72%,France,2.5, ,Mexico
+Soma,"Sambirano Valley, Black Science, B-60307.0",1820,2016,70%,Canada,3.5,Trinitario,Madagascar
+Valrhona,"Porcelana, Maracaibo, Palmira P. 2005",75,2006,64%,France,3.0,Criollo (Porcelana),Venezuela
+Coppeneur,Chuao 100hr,451,2009,70%,Germany,3.5,"Criollo, Trinitario",Venezuela
+Solstice,San Martin,1161,2013,70%,U.S.A.,3.25, ,Peru
+Heirloom Cacao Preservation (Guittard),"Alto Beni, Upper Rio Beni, 2014",1239,2014,67%,U.S.A.,3.5,"Amazon, ICS",Bolivia
+Olive and Sinclair,Dark 67,457,2009,67%,U.S.A.,2.75, ,"Ghana, Domin. Rep"
+Davis,Ghana,1093,2013,70%,U.S.A.,2.5,Forastero,Ghana
+Pura Delizia,Venezuela,931,2012,73%,Italy,2.75, ,Venezuela
+De Villiers,Bundibugyo District,1832,2016,70%,South Africa,2.5,Forastero,Uganda
+Vao Vao (Chocolaterie Robert),Madagascar,404,2009,80%,Madagascar,2.75,Trinitario,Madagascar
+Vanleer (Barry Callebaut),Napa,963,2012,65%,U.S.A.,2.75,Forastero,Ghana
+Dandelion,"San Francisco de Macoris, Cibao region",1387,2014,70%,U.S.A.,3.75, ,Dominican Republic
+Palette de Bine,Gran Couva,1399,2014,70%,Canada,3.75,Trinitario,Trinidad
+Palette de Bine,Kokoa Kamili,1574,2015,72%,Canada,3.5, ,Tanzania
+Chocolarder,Peru + nibs,1482,2015,65%,U.K.,2.75,Criollo,Peru
+Robert (aka Chocolaterie Robert),Madagascar,1061,2013,75%,Madagascar,3.25,Trinitario,Madagascar
+Bonnat,Surfin,1418,2014,65%,France,3.75, ,"Venez,Africa,Brasil,Peru,Mex"
+Pinellas,Wampusirpi Region,1772,2016,80%,U.S.A.,2.5, ,Honduras
+Map Chocolate,Le Chocolat Chaud,1634,2015,78%,U.S.A.,3.5, ,Honduras
+Zotter,"Loma Los Pinos, Yacao region, D.R.",875,2012,62%,Austria,3.75, ,Dominican Republic
+Shark Mountain,ROIG,1466,2015,74%,U.S.A.,3.5,"Criollo, Trinitario",Dominican Republic
+C-Amaro,Trinidad,765,2011,70%,Italy,2.5,Trinitario,Trinidad
+Tejas,Bayou Blend,801,2012,70%,U.S.A.,3.0,Blend,"Ecuador, Mad., PNG"
+Bonnat,"Porcelana, Tabasco, Marfil de Blanco",336,2009,75%,France,3.0,Criollo,Mexico
+Habitual,one hundred,1205,2014,100%,Canada,2.0, , 
+Debauve & Gallais (Michel Cluizel),Papua New Guinea,423,2009,64%,France,3.0, ,Papua New Guinea
+Majani,Ecuador,531,2010,70%,Italy,2.0, ,Ecuador
+Alain Ducasse,Vietnam,1215,2014,75%,France,2.75,Trinitario,Vietnam
+Hotel Chocolat,"Marcial, single Cote, 2012",1030,2013,70%,U.K.,4.0,Trinitario,St. Lucia
+Condor,Camino Verde,1630,2015,76%,U.S.A.,3.5, ,Ecuador
+Soma,Black Science Blend 1,607,2010,70%,Canada,3.75,"Trinitario, Nacional","DR, Ecuador, Peru"
+Chocolate Con Amor,Ecuador,1764,2016,70%,U.S.A.,3.25, ,Ecuador
+Madre,Dominican,672,2011,70%,U.S.A.,2.5, ,Dominican Republic
+Dark Forest,Madagascar,1550,2015,70%,U.S.A.,3.0,Trinitario,Madagascar
+Zart Pralinen,"Kakao Kamili, Kilombero Valley",1824,2016,85%,Austria,3.0,"Criollo, Trinitario",Tanzania
+Dandelion,"Elvesia, 2011",915,2012,70%,U.S.A.,3.75, ,Dominican Republic
+Fresco,"Jamaica, #206, DR, LC",370,2009,70%,U.S.A.,3.0,Trinitario,Jamaica
+Snake & Butterfly,Ecuador,502,2010,68%,U.S.A.,3.25, ,Ecuador
+Pitch Dark,Nicalizo,1510,2015,80%,U.S.A.,2.75,Trinitario,Nicaragua
+Kyya,Ecuador,1363,2014,72.5%,U.S.A.,2.5, ,Ecuador
+Na�ve,Nicaragua,1379,2014,70%,Lithuania,3.25,Criollo,Nicaragua
+Caoni (Tulicorp),Los Rios,269,2008,55%,Ecuador,3.25,Forastero (Arriba),Ecuador
+Theo,"Ghana, Panama, Ecuador",188,2007,75%,U.S.A.,3.0,Blend,"Ghana, Panama, Ecuador"
+Bahen & Co.,Houseblend,999,2012,70%,Australia,2.5,Blend, 
+Stone Grindz,"Ecuador, Twilght Dark",1291,2014,70%,U.S.A.,3.5, ,Ecuador
+Amano,Guayas,470,2010,70%,U.S.A.,4.0, ,Ecuador
+Coppeneur,Uba Budo,821,2012,72%,Germany,3.75,Forastero,Sao Tome & Principe
+Nathan Miller,Ghana,1403,2014,70%,U.S.A.,3.5,Forastero,Ghana
+Hacienda El Castillo,Don Homero- Cerecita Valley,1327,2014,55%,Ecuador,2.75,Trinitario,Ecuador
+Manufaktura Czekolady,Grand Cru Ghana,871,2012,70%,Poland,3.5,Forastero,Ghana
+Solstice,Sambirano,1157,2013,70%,U.S.A.,3.0,Trinitario,Madagascar
+Laia aka Chat-Noir,"Bahia, Batch 148",1642,2015,75%,France,3.25, ,Brazil
+Chocablog,Ecuador,1454,2015,70%,U.K.,3.25, ,Ecuador
+Artisan du Chocolat,"Trinidad, Heritage, Limited ed.",1193,2013,72%,U.K.,3.25,Trinitario,Trinidad
+TCHO,Fruity-beta,280,2008,70%,U.S.A.,2.5, ,Peru
+Domori,Porcelana,111,2007,70%,Italy,4.0,Criollo (Porcelana),Venezuela
+Tejas,Aranama,805,2012,70%,U.S.A.,3.0, ,Papua New Guinea
+Cao,Brazil,1808,2016,70%,U.S.A.,3.25,Trinitario,Brazil
+Amano,Morobe,725,2011,70%,U.S.A.,4.0, ,Papua New Guinea
+Vintage Plantations (Tulicorp),"Los Rios, Rancho Grande 2004/2007",153,2007,75%,U.S.A.,3.0,Forastero (Arriba),Ecuador
+Valrhona,Caraibe,63,2006,66%,France,3.0,Trinitario,Carribean
+Pierre Marcolini,Fleur de Cacao,166,2007,85%,Belgium,3.5,Blend,Venezuela/ Ghana
+Szanto Tibor,"Autumn, Primary Harvest, 2012",1185,2013,70%,Hungary,3.5,Criollo,Madagascar
+Rogue,"Silvestre, Batch 7, 2013",1081,2013,75%,U.S.A.,4.0, ,Bolivia
+Hotel Chocolat (Coppeneur),"Los Rios, H. Iara, 2012",1065,2013,82%,U.K.,3.5,Forastero (Nacional),Ecuador
+Pitch Dark,Johe,1506,2015,80%,U.S.A.,2.75, ,Nicaragua
+Rain Republic,Suchitepequez E.,470,2010,70%,Guatemala,2.75, ,Guatemala
+Carlotta Chocolat,Arauca,1884,2016,65%,Colombia,3.0,Trinitario,Colombia
+Zotter,Congo,749,2011,65%,Austria,3.0,Forastero,Congo
+Guittard,Machu Pichu,259,2008,65%,U.S.A.,3.0, ,Peru
+Sublime Origins,Moho Valley,1157,2013,78%,U.S.A.,3.25,Trinitario,Belize
+Mission,"Bahia, Fazenda Venturosa",1626,2015,70%,Brazil,3.5,Forastero (Parazinho),Brazil
+Chocola'te,Madagascar,647,2011,70%,U.S.A.,3.75,Trinitario,Madagascar
+Cacao Prieto,"Dominican Republic, rustic",647,2011,65%,U.S.A.,3.25, ,Dominican Republic
+Fresco,"Markham Valley, #219, LR, MC",899,2012,69%,U.S.A.,3.5, ,Papua New Guinea
+Nathan Miller,Peru,1403,2014,72%,U.S.A.,2.25, ,Peru
+Szanto Tibor,"Spring, Secondary Harvest, 2012",1185,2013,70%,Hungary,3.5,Criollo,Madagascar
+Escazu,Ocumare,252,2008,72%,U.S.A.,3.0,Criollo,Venezuela
+Wilkie's Organic,Amazonas,1169,2013,75%,Ireland,2.5,Criollo,Peru
+Montecristi,Manabi,1654,2015,63%,Ecuador,3.5, ,Ecuador
+Soma,"Camino Verde P., Balao, Guayas",1307,2014,80%,Canada,3.5,Forastero (Nacional),Ecuador
+Raw Cocoa,Raw,867,2012,70%,Poland,2.5,Criollo, 
+Dick Taylor,Lanquin Estate,1952,2017,70%,U.S.A.,3.75, ,Guatemala
+Hotel Chocolat,"Island Growers, 2012, 120hr c.",1113,2013,100%,U.K.,1.75,Trinitario,St. Lucia
+Cacao Sampaka,Venezuela,537,2010,77%,Spain,3.5, ,Venezuela
+Dick Taylor,La Red,769,2011,74%,U.S.A.,3.0, ,Dominican Republic
+Ocho,"PNG, Devotion",1411,2014,66%,New Zealand,2.75, ,Papua New Guinea
+Cravve,"Tanzania, batch a1",971,2012,75%,Australia,3.25,Forastero,Tanzania
+Amatller (Simon Coll),Ghana,322,2009,70%,Spain,3.0,Forastero,Ghana
+Cacao Hunters,Perla Negra,1816,2016,74%,Colombia,3.75, ,Colombia
+ChocoReko,Patanemo,1454,2015,77%,Japan,3.0,Criollo,Venezuela
+Idilio (Felchlin),Coopertiva Amazona,725,2011,72%,Switzerland,3.75,Criollo,Venezuela
+Vao Vao (Chocolaterie Robert),Madagascar w/ nibs,404,2009,68%,Madagascar,3.0,Trinitario,Madagascar
+Brasstown aka It's Chocolate,Conacado,1462,2015,68%,U.S.A.,3.75, ,Dominican Republic
+Bahen & Co.,Houseblend,1474,2015,80%,Australia,3.25, , 
+Fresco,"Bellavista Coop, #225, LR, MC, CG Exclusive",1149,2013,70%,U.S.A.,4.0,Trinitario,Peru
+La Pepa de Oro,Vinces,713,2011,60%,Ecuador,3.25, ,Ecuador
+Laia aka Chat-Noir,"Vietnam, Batch 50/100",1590,2015,75%,France,2.75,Trinitario,Vietnam
+La Chocolaterie Nanairo,"Belize, 2014 Harvest, Batch 9",1892,2016,70%,Japan,3.0,"Trinitario, Criollo",Belize
+Zak's,"Belize, Batch 2",1578,2015,70%,U.S.A.,3.5,Trinitario,Belize
+Heirloom Cacao Preservation (Guittard),"Wild Beni, Lower Rio Beni, Tranquilidad, 2014",1243,2014,67%,U.S.A.,3.0,Beniano,Bolivia
+Caoni (Tulicorp),Manabi,266,2008,55%,Ecuador,3.0,Forastero (Arriba),Ecuador
+Soma,"Oko Caribe, Duarte P., Collab w Chocosol",1820,2016,62%,Canada,3.5, ,Domincan Republic
+Hotel Chocolat (Coppeneur),"Los Rios, H. Iara",1065,2013,90%,U.K.,3.0,Forastero (Nacional),Ecuador
+Fruition,Gran Couva,1347,2014,70%,U.S.A.,3.75,Trinitario,Trinidad
+Szanto Tibor,Nacional,1668,2015,70%,Hungary,3.25, ,Ecuador
+Hotel Chocolat (Coppeneur),"Somia Plantation, Akesson, 2012",1065,2013,72%,U.K.,3.0,Trinitario,Madagascar
+Valrhona,"Porcelana, Maracaibo, Palmira P. 2006",162,2007,64%,France,3.25,Criollo (Porcelana),Venezuela
+Letterpress,Beniamo,1562,2015,70%,U.S.A.,3.25, ,Bolivia
+Marou,Ben Tre,1650,2015,68%,Vietnam,3.5,Trinitario,Vietnam
+Bonnat,One Hundred,81,2006,100%,France,1.5, , 
+Forever Cacao,Rio Eni,1267,2014,72%,U.K.,2.75,Criollo,Peru
+Coppeneur,Madagascar,959,2012,70%,Germany,3.5,Trinitario,Madagascar
+Cao,Porcelana,1804,2016,75%,U.S.A.,2.5,Criollo,Venezuela
+Spencer,"Ecuador, lot E432314L",1792,2016,70%,Australia,3.75, ,Ecuador
+Olivia,Carribean,688,2011,76%,Canada,2.75, ,Carribean
+Neuhaus (Callebaut),Dark,135,2007,73%,Belgium,1.0, , 
+Chocolate Alchemist-Philly,"Tumbes, ""Zarumilla""",1772,2016,90%,U.S.A.,2.5, ,Peru
+Mutari,"Tien Giang, batch 1 SRB",1900,2016,80%,U.S.A.,3.0,Trinitario,Vietnam
+Potomac,"Oko Caribe, Duarte Province, 2016 H.",1820,2016,70%,U.S.A.,3.75, ,Domincan Republic
+hexx,Venezuela,1546,2015,70%,U.S.A.,3.0, ,Venezuela
+L'Amourette,Blend,853,2012,72%,U.S.A.,3.0,Criollo,"Peru, Ecuador, Venezuela"
+Bowler Man,Conacado,1271,2014,70%,U.S.A.,2.75, ,Dominican Republic
+Silvio Bessone,Maya Belize,717,2011,67%,Italy,3.0,Criollo,Belize
+"Smooth Chocolator, The","Porcelana, Sorotaima,Machiques,batch pcl001",1740,2016,70%,Australia,4.0,Criollo,Ecuador
+Tejas,Concepcion,801,2012,70%,U.S.A.,2.75, ,Madagascar
+Pierre Marcolini,"Haut Penja, w/ nibs",1658,2015,70%,Belgium,3.25,Forastero,Cameroon
+Compania de Chocolate (Salgado),Esmeraldas,296,2008,88%,Argentina,2.75,Forastero (Nacional),Ecuador
+Chuao Chocolatier,Choroni,445,2009,61%,U.S.A.,3.0,Criollo,Venezuela
+Friis Holm (Bonnat),"Chuno, triple turned, Xoco",895,2012,70%,Denmark,3.25,"Criollo, Trinitario",Nicaragua
+Rozsavolgyi,Sur del Lago,809,2012,84%,Hungary,2.5, ,Venezuela
+Lillie Belle,"The Other One, Grand Cru",947,2012,74%,U.S.A.,3.0, ,Dominican Republic
+L.A. Burdick (Felchlin),Dominican Republic,576,2010,74%,U.S.A.,3.75, ,Dominican Republic
+Soma,O'ahu,833,2012,70%,Canada,3.75, ,Hawaii
+French Broad,"Maranon Canyon, Fortunato No. 4",781,2011,70%,U.S.A.,3.5,Forastero (Nacional),Peru
+Spencer,Peru,1932,2017,70%,U.S.A.,2.75, ,Peru
+"Smooth Chocolator, The",Australia,1864,2016,67%,Australia,3.75, ,Australia
+A. Morin,Chuao,1015,2013,70%,France,4.0,Trinitario,Venezuela
+Artisan du Chocolat,"Ocumare, Venezuela",355,2009,75%,U.K.,2.5,"Criollo, Trinitario",Venezuela
+Soma,"Elvesia P., Black Science",682,2011,70%,Canada,3.75,Forastero,Dominican Republic
+Vao Vao (Chocolaterie Robert),Madagascar,404,2009,70%,Madagascar,3.0,Trinitario,Madagascar
+Hummingbird,"Bolivia, Bo-nib-ia, w/ nibs",1311,2014,70%,Canada,3.0,"Criollo, Trinitario",Bolivia
+Cacao de Origen,"Chuao, Aragua region",1395,2014,70%,Venezuela,3.75,Trinitario,Venezuela
+Manufaktura Czekolady,Grand Cru Ecuador,875,2012,70%,Poland,3.25, ,Ecuador
+Erithaj (A. Morin),Ba Lai,1209,2014,74%,France,3.25,Trinitario,Vietnam

ranking_and_filtering/daily/regression/Chocolate_Bar_Ratings_B4/Chocolate_Bar_Ratings_B4_003/test_current.csv

@@ -0,0 +1,2 @@
+Company(Maker-if known),Specific Bean Originor Bar Name,REF,Review Date,Cocoa Percent,Company Location,Rating,Bean Type,Broad Bean Origin
+Soma,"Dancing in Your Head, 5 bean blend",867,2012,70%,Canada,4.0,Blend,"Gre., PNG, Haw., Haiti, Mad"

ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_001/current.csv

@@ -0,0 +1,201 @@
+longitude,latitude,housing_median_age,total_rooms,total_bedrooms,population,households,median_income,ocean_proximity
+-122.12,37.4,32.0,3514.0,473.0,1583.0,480.0,10.3894,NEAR BAY
+-121.52,38.59,35.0,6418.0,1545.0,3814.0,1496.0,1.6647,INLAND
+-118.36,33.97,18.0,1284.0,283.0,990.0,289.0,4.0179,<1H OCEAN
+-122.04,37.34,19.0,3694.0,1036.0,2496.0,986.0,3.6991,<1H OCEAN
+-121.56,39.13,17.0,2277.0,608.0,1607.0,562.0,1.5085,INLAND
+-118.1,33.93,33.0,1474.0,325.0,1205.0,335.0,3.1397,<1H OCEAN
+-117.12,32.75,25.0,2222.0,634.0,1025.0,568.0,1.64,NEAR OCEAN
+-117.9,34.02,15.0,14058.0,2486.0,8997.0,2497.0,5.0704,<1H OCEAN
+-121.93,37.66,24.0,3166.0,424.0,1081.0,400.0,8.3337,<1H OCEAN
+-120.47,35.74,9.0,4267.0,785.0,2065.0,691.0,3.7303,<1H OCEAN
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+-119.06,34.23,23.0,3471.0,510.0,2002.0,555.0,5.2742,<1H OCEAN
+-117.87,33.88,28.0,3333.0,752.0,2026.0,722.0,3.5667,<1H OCEAN
+-120.94,40.14,31.0,3127.0,664.0,1345.0,580.0,1.5774,INLAND
+-118.4,33.87,38.0,2398.0,431.0,911.0,392.0,5.2319,<1H OCEAN
+-122.19,37.76,52.0,2024.0,391.0,1030.0,350.0,2.4659,NEAR BAY
+-122.48,37.86,52.0,3914.0,752.0,1177.0,670.0,6.2113,NEAR BAY
+-116.87,34.24,15.0,4419.0,822.0,622.0,267.0,3.9688,INLAND
+-117.26,32.95,15.0,1036.0,149.0,395.0,157.0,5.8343,NEAR OCEAN
+-122.19,37.8,46.0,1938.0,341.0,768.0,332.0,4.2727,NEAR BAY
+-118.36,33.89,40.0,756.0,122.0,371.0,130.0,5.0299,<1H OCEAN
+-121.99,37.35,18.0,1712.0,509.0,972.0,467.0,4.3971,<1H OCEAN
+-117.98,33.9,6.0,1537.0,347.0,506.0,280.0,4.8264,<1H OCEAN
+-122.2,39.93,9.0,1296.0,287.0,768.0,260.0,1.9191,INLAND
+-117.7,33.62,19.0,2957.0,492.0,1639.0,495.0,5.0686,<1H OCEAN
+-122.83,38.96,15.0,1318.0,296.0,567.0,276.0,1.8692,INLAND
+-118.86,34.07,16.0,1409.0,244.0,970.0,172.0,8.0144,NEAR OCEAN
+-117.55,34.0,17.0,3583.0,700.0,1587.0,719.0,2.6979,INLAND
+-117.86,33.62,17.0,2975.0,371.0,1247.0,398.0,10.1989,<1H OCEAN
+-121.34,38.66,18.0,4164.0,963.0,2032.0,898.0,2.119,INLAND
+-118.13,34.19,42.0,2203.0,412.0,1012.0,377.0,4.0714,INLAND
+-119.09,36.22,34.0,1715.0,290.0,780.0,297.0,3.4306,INLAND
+-118.07,33.93,5.0,906.0,187.0,1453.0,158.0,4.125,<1H OCEAN
+-118.02,33.96,36.0,2002.0,361.0,913.0,311.0,4.5446,<1H OCEAN
+-121.3,38.58,16.0,1537.0,,1125.0,375.0,2.6471,INLAND
+-121.29,38.03,7.0,2021.0,441.0,1615.0,406.0,2.5842,INLAND
+-118.27,33.97,45.0,1546.0,371.0,1186.0,366.0,1.64,<1H OCEAN
+-117.66,34.05,33.0,960.0,216.0,831.0,222.0,2.5391,INLAND
+-119.21,34.19,15.0,5614.0,989.0,2754.0,994.0,5.035,NEAR OCEAN
+-118.46,33.97,19.0,2461.0,521.0,777.0,447.0,10.0,<1H OCEAN
+-120.61,35.06,13.0,2364.0,421.0,1257.0,380.0,4.6167,<1H OCEAN
+-121.81,37.37,26.0,2987.0,539.0,1931.0,518.0,5.1099,<1H OCEAN
+-124.08,40.94,18.0,1550.0,345.0,941.0,335.0,2.3147,NEAR OCEAN
+-119.03,36.06,36.0,1925.0,443.0,1405.0,422.0,2.162,INLAND
+-121.27,37.94,38.0,512.0,133.0,676.0,124.0,1.7386,INLAND
+-122.26,37.52,34.0,483.0,131.0,291.0,157.0,3.0833,NEAR OCEAN
+-119.81,36.28,24.0,544.0,112.0,442.0,106.0,3.1071,INLAND
+-118.3,34.1,35.0,7517.0,2961.0,5899.0,2769.0,1.9354,<1H OCEAN
+-119.7,34.41,19.0,2086.0,575.0,1701.0,530.0,2.8042,NEAR OCEAN
+-118.51,34.29,29.0,1287.0,194.0,525.0,187.0,6.4171,<1H OCEAN
+-121.45,38.69,32.0,2962.0,526.0,1542.0,521.0,2.2243,INLAND
+-120.94,37.74,35.0,1166.0,268.0,515.0,266.0,2.3469,INLAND
+-117.86,33.73,26.0,1702.0,456.0,2776.0,463.0,2.6385,<1H OCEAN
+-118.44,34.05,22.0,3970.0,871.0,1588.0,791.0,4.8618,<1H OCEAN
+-122.04,37.99,36.0,2765.0,495.0,1478.0,441.0,4.125,NEAR BAY
+-122.25,37.79,51.0,175.0,43.0,228.0,55.0,2.1,NEAR BAY
+-118.13,34.14,29.0,3559.0,1034.0,1658.0,965.0,3.2643,<1H OCEAN
+-118.34,33.93,37.0,1638.0,407.0,1341.0,369.0,3.0677,<1H OCEAN
+-121.76,38.25,32.0,1495.0,333.0,905.0,281.0,2.625,INLAND
+-122.41,37.74,48.0,409.0,86.0,148.0,70.0,3.6687,NEAR BAY
+-122.44,37.76,50.0,2589.0,569.0,945.0,544.0,5.2519,NEAR BAY
+-122.07,37.93,45.0,1544.0,244.0,614.0,238.0,5.0255,NEAR BAY
+-118.25,33.9,42.0,1386.0,320.0,1163.0,319.0,2.4271,<1H OCEAN
+-122.45,37.78,52.0,2686.0,606.0,1392.0,578.0,4.0,NEAR BAY
+-117.89,33.87,32.0,1569.0,422.0,835.0,386.0,3.0465,<1H OCEAN
+-121.12,35.58,16.0,4109.0,798.0,1298.0,626.0,3.4799,NEAR OCEAN
+-119.38,36.56,25.0,1180.0,222.0,611.0,212.0,2.0729,INLAND
+-121.34,38.59,23.0,2912.0,421.0,1132.0,410.0,5.9174,INLAND
+-118.25,34.14,13.0,3487.0,1131.0,3749.0,1072.0,2.1602,<1H OCEAN
+-119.29,36.12,24.0,1248.0,226.0,641.0,200.0,2.4722,INLAND
+-121.37,38.68,35.0,1620.0,276.0,939.0,277.0,2.5542,INLAND
+-118.41,34.0,38.0,324.0,70.0,268.0,73.0,2.55,<1H OCEAN
+-118.32,33.96,47.0,1885.0,361.0,954.0,357.0,3.8512,<1H OCEAN
+-117.84,33.9,24.0,1723.0,223.0,707.0,219.0,7.0352,<1H OCEAN
+-118.43,33.99,42.0,2558.0,558.0,1328.0,541.0,4.875,<1H OCEAN
+-118.32,34.03,47.0,1734.0,453.0,1272.0,438.0,3.1731,<1H OCEAN
+-118.43,34.32,34.0,2657.0,515.0,1948.0,532.0,4.233,<1H OCEAN
+-118.52,34.18,46.0,2082.0,438.0,1047.0,393.0,3.6534,<1H OCEAN
+-118.01,33.73,23.0,4095.0,578.0,1766.0,589.0,6.7418,<1H OCEAN
+-121.3,39.0,16.0,3155.0,541.0,1630.0,540.0,4.0282,INLAND
+-119.31,34.44,5.0,403.0,48.0,208.0,54.0,12.632,NEAR OCEAN
+-121.52,39.48,21.0,2628.0,494.0,1364.0,468.0,2.0455,INLAND
+-122.42,37.74,52.0,1674.0,346.0,734.0,335.0,3.8864,NEAR BAY
+-118.4,34.05,43.0,1028.0,145.0,394.0,149.0,10.4519,<1H OCEAN
+-118.12,34.17,37.0,2705.0,676.0,1551.0,608.0,2.2692,INLAND
+-118.32,33.8,29.0,3254.0,717.0,1593.0,680.0,4.0536,<1H OCEAN
+-122.14,37.43,52.0,1327.0,190.0,467.0,189.0,12.5902,NEAR BAY
+-121.95,38.34,9.0,4999.0,874.0,2687.0,817.0,4.2324,INLAND
+-118.38,33.86,15.0,1778.0,311.0,908.0,330.0,7.674,<1H OCEAN
+-120.67,38.76,35.0,2104.0,403.0,1060.0,400.0,2.1682,INLAND
+-117.73,33.57,5.0,11976.0,2495.0,4327.0,2009.0,4.8488,<1H OCEAN
+-122.01,37.4,24.0,1297.0,297.0,441.0,282.0,3.1439,<1H OCEAN
+-118.17,34.04,43.0,908.0,232.0,1005.0,224.0,1.75,<1H OCEAN
+-120.46,37.33,4.0,786.0,116.0,368.0,109.0,6.3215,INLAND
+-117.17,32.7,33.0,4084.0,897.0,1804.0,833.0,4.0488,NEAR OCEAN
+-118.3,34.25,44.0,1442.0,285.0,859.0,292.0,4.5833,<1H OCEAN
+-118.49,34.04,48.0,2381.0,345.0,859.0,306.0,8.0257,<1H OCEAN
+-118.46,34.0,39.0,614.0,174.0,538.0,159.0,2.3542,<1H OCEAN
+-118.03,33.72,24.0,5203.0,957.0,2465.0,946.0,5.163,<1H OCEAN
+-118.39,34.07,33.0,5301.0,1281.0,2243.0,1159.0,4.2386,<1H OCEAN
+-121.91,37.26,25.0,4258.0,719.0,2290.0,743.0,5.1461,<1H OCEAN
+-118.23,34.1,41.0,1353.0,379.0,1536.0,416.0,2.1687,<1H OCEAN
+-122.07,37.97,20.0,1705.0,353.0,856.0,341.0,3.7262,NEAR BAY
+-118.35,34.09,35.0,1989.0,634.0,1108.0,593.0,1.6081,<1H OCEAN
+-118.28,34.04,20.0,1193.0,454.0,1880.0,453.0,2.1806,<1H OCEAN
+-117.38,34.14,11.0,10804.0,1493.0,5221.0,1482.0,5.246,INLAND
+-121.47,38.61,31.0,1072.0,,781.0,281.0,1.6563,INLAND
+-117.97,34.05,36.0,1299.0,206.0,763.0,216.0,3.5179,<1H OCEAN
+-118.35,34.15,52.0,1680.0,238.0,493.0,211.0,9.042,<1H OCEAN
+-117.08,32.91,9.0,1547.0,218.0,683.0,231.0,7.5604,<1H OCEAN
+-118.07,34.01,38.0,2245.0,444.0,1540.0,419.0,3.7986,<1H OCEAN
+-118.35,34.1,18.0,4109.0,1301.0,2103.0,1116.0,2.325,<1H OCEAN
+-120.85,37.51,5.0,2899.0,745.0,1593.0,633.0,2.2292,INLAND
+-118.26,34.16,17.0,2943.0,769.0,1312.0,656.0,3.1484,<1H OCEAN
+-117.34,34.49,9.0,3293.0,585.0,1678.0,530.0,3.2941,INLAND
+-117.36,33.2,19.0,2129.0,562.0,1323.0,525.0,2.9539,NEAR OCEAN
+-121.37,38.62,27.0,1743.0,380.0,697.0,368.0,1.6678,INLAND
+-121.29,37.87,29.0,488.0,108.0,308.0,115.0,2.6563,INLAND
+-117.81,33.67,9.0,1567.0,299.0,675.0,294.0,5.2124,<1H OCEAN
+-119.85,34.44,28.0,1765.0,301.0,1173.0,297.0,6.0256,NEAR OCEAN
+-122.09,37.64,36.0,1180.0,212.0,664.0,200.0,5.2838,NEAR BAY
+-117.03,32.74,37.0,821.0,150.0,404.0,135.0,3.0125,NEAR OCEAN
+-118.58,34.23,35.0,1917.0,314.0,1019.0,340.0,4.8929,<1H OCEAN
+-121.08,38.89,41.0,3471.0,753.0,1680.0,710.0,2.6701,INLAND
+-118.73,34.29,11.0,5451.0,736.0,2526.0,752.0,7.355,<1H OCEAN
+-122.12,37.68,40.0,1553.0,253.0,724.0,267.0,4.38,NEAR BAY
+-121.36,38.63,30.0,2619.0,370.0,940.0,359.0,4.7283,INLAND
+-117.64,34.06,50.0,637.0,143.0,590.0,147.0,1.9659,INLAND
+-118.41,34.21,35.0,2830.0,518.0,1577.0,524.0,5.35,<1H OCEAN
+-119.35,36.22,29.0,2051.0,351.0,915.0,343.0,3.1944,INLAND
+-119.67,34.43,39.0,1467.0,381.0,1404.0,374.0,2.3681,<1H OCEAN
+-121.85,37.24,17.0,6425.0,1268.0,3934.0,1238.0,5.1228,<1H OCEAN
+-121.62,36.67,45.0,1827.0,408.0,1507.0,410.0,2.8942,<1H OCEAN
+-119.25,35.75,36.0,1598.0,443.0,1658.0,417.0,1.517,INLAND
+-119.77,36.76,43.0,1945.0,413.0,1492.0,422.0,1.5174,INLAND
+-118.33,33.79,29.0,4389.0,873.0,2069.0,901.0,4.1071,<1H OCEAN
+-120.66,35.28,31.0,2773.0,844.0,1358.0,794.0,1.4036,NEAR OCEAN
+-118.59,34.17,36.0,1887.0,359.0,761.0,329.0,5.4847,<1H OCEAN
+-119.31,36.62,33.0,1485.0,374.0,1544.0,329.0,1.7292,INLAND
+-119.03,36.08,19.0,2736.0,549.0,1432.0,503.0,2.6944,INLAND
+-122.33,37.57,43.0,2543.0,621.0,1301.0,606.0,3.1111,NEAR OCEAN
+-117.08,33.08,23.0,3400.0,501.0,1383.0,488.0,4.9844,<1H OCEAN
+-121.89,37.66,3.0,1565.0,464.0,769.0,461.0,2.1187,INLAND
+-118.24,34.06,19.0,2870.0,1021.0,3325.0,978.0,1.7395,<1H OCEAN
+-121.97,37.52,23.0,4925.0,948.0,2530.0,894.0,5.0824,<1H OCEAN
+-118.2,34.07,21.0,1353.0,380.0,1688.0,367.0,1.9937,<1H OCEAN
+-118.07,33.88,16.0,4934.0,825.0,2668.0,810.0,5.748,<1H OCEAN
+-121.69,39.36,34.0,842.0,186.0,635.0,165.0,1.8355,INLAND
+-122.16,37.45,52.0,1135.0,219.0,441.0,200.0,7.5418,NEAR BAY
+-117.98,33.87,25.0,2037.0,515.0,1435.0,496.0,3.3199,<1H OCEAN
+-119.03,34.25,25.0,3344.0,502.0,1483.0,496.0,6.196,<1H OCEAN
+-118.31,34.19,42.0,724.0,149.0,420.0,150.0,3.0625,<1H OCEAN
+-120.25,38.55,15.0,4403.0,891.0,1103.0,433.0,3.0125,INLAND
+-117.11,32.72,25.0,1491.0,348.0,1183.0,316.0,1.9583,NEAR OCEAN
+-121.98,38.25,4.0,2487.0,440.0,1545.0,452.0,4.9103,INLAND
+-118.32,34.05,42.0,3292.0,713.0,2224.0,674.0,3.5517,<1H OCEAN
+-122.28,37.53,34.0,1980.0,385.0,970.0,391.0,5.1207,NEAR OCEAN
+-117.05,32.95,17.0,3039.0,555.0,1297.0,552.0,3.9531,<1H OCEAN
+-122.49,37.63,34.0,696.0,145.0,398.0,162.0,3.525,NEAR OCEAN
+-122.24,37.79,47.0,1372.0,395.0,1237.0,303.0,2.125,NEAR BAY
+-122.12,37.68,45.0,2179.0,401.0,1159.0,399.0,3.4839,NEAR BAY
+-122.7,38.44,45.0,883.0,202.0,401.0,194.0,3.2845,<1H OCEAN
+-118.28,33.79,28.0,1895.0,420.0,1422.0,389.0,4.3816,<1H OCEAN
+-119.69,36.74,17.0,2438.0,598.0,1563.0,538.0,1.5449,INLAND
+-117.27,32.98,17.0,1853.0,392.0,351.0,208.0,5.2742,NEAR OCEAN
+-117.59,33.91,7.0,10223.0,1491.0,5205.0,1509.0,5.4872,INLAND
+-121.38,38.67,37.0,2176.0,460.0,1067.0,357.0,2.3958,INLAND
+-119.82,36.19,33.0,1293.0,272.0,694.0,229.0,2.0221,INLAND
+-118.1,33.74,37.0,997.0,262.0,531.0,282.0,4.7773,NEAR OCEAN
+-118.15,33.84,29.0,2448.0,354.0,894.0,349.0,7.6526,<1H OCEAN
+-123.8,39.44,52.0,1533.0,336.0,754.0,340.0,1.9213,<1H OCEAN
+-118.2,33.77,41.0,1158.0,396.0,1209.0,336.0,2.7813,NEAR OCEAN
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+-117.7,33.48,10.0,3458.0,638.0,1156.0,470.0,6.3579,<1H OCEAN
+-121.07,38.94,14.0,1710.0,294.0,839.0,297.0,4.7143,INLAND
+-122.23,37.48,38.0,1578.0,399.0,879.0,388.0,2.7969,NEAR OCEAN
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ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_001/info.json

@@ -0,0 +1,77 @@
+{
+    "name": "California Housing Prices",
+    "source": "https://www.kaggle.com/datasets/camnugent/california-housing-prices/data",
+    "data_intro": "The data pertains to the houses found in a given California district and some summary stats about them based on the 1990 census data.",
+    "is_splited": false,
+    "overall_size": 20640,
+    "train_size": 0,
+    "test_size": 0,
+    "c_classes": 1,
+    "n_classes": 9,
+    "task_type": "regression",
+    "target": {
+        "median_house_value": "Given the location and population and other information, predict the median house value or population or total_bedrooms of the block in US Dollars"
+    },
+    "cat_feature_intro": {
+        "ocean_proximity": "- ocean_proximity: Location of the house w.r.t ocean/sea, NEAR BAY, NEAR OCEAN, INLAND, <1H OCEAN"
+    },
+    "num_feature_intro": {
+        "longitude": "- longitude: The longitude of the house",
+        "latitude": "- latitude: The latitude of the house",
+        "housing_median_age": "- housing_median_age: Median age of a house within a block; a lower number is a newer building",
+        "total_rooms": "- total_rooms: Total number of rooms in the house",
+        "total_bedrooms": "- total_bedrooms: Total number of rooms within a block",
+        "population": "- population: Total number of people residing within a block",
+        "households": "- households: Total number of households, a group of people residing within a home unit, for a block",
+        "median_income": "- median_income: Median income for households within a block of houses (measured in tens of thousands of US Dollars",
+        "median_house_value": "median_house_value: Median house value for households within a block (measured in US Dollars)"
+    },
+    "evaluation_metric": null,
+    "num_feature_value": {
+        "households": [
+            1.0,
+            6082.0
+        ],
+        "housing_median_age": [
+            1.0,
+            52.0
+        ],
+        "latitude": [
+            32.54,
+            41.95
+        ],
+        "longitude": [
+            -124.35,
+            -114.31
+        ],
+        "median_house_value": [
+            14999.0,
+            500001.0
+        ],
+        "median_income": [
+            0.4999,
+            15.0001
+        ],
+        "population": [
+            3.0,
+            35682.0
+        ],
+        "total_bedrooms": [
+            1.0,
+            6445.0
+        ],
+        "total_rooms": [
+            2.0,
+            39320.0
+        ]
+    },
+    "cat_feature_value": {
+        "ocean_proximity": [
+            "<1H OCEAN",
+            "INLAND",
+            "ISLAND",
+            "NEAR BAY",
+            "NEAR OCEAN"
+        ]
+    }
+}

ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_001/test.csv

@@ -0,0 +1,501 @@
+longitude,latitude,housing_median_age,total_rooms,total_bedrooms,population,households,median_income,median_house_value,ocean_proximity
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+-121.94,37.8,8.0,11336.0,1657.0,4089.0,1555.0,7.8287,369200.0,<1H OCEAN
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+-122.12,37.4,32.0,3514.0,473.0,1583.0,480.0,10.3894,500001.0,NEAR BAY
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+-117.27,34.45,8.0,6463.0,1095.0,3213.0,1031.0,3.2215,108800.0,INLAND
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+-118.07,33.98,32.0,3304.0,714.0,2032.0,690.0,3.2093,167800.0,<1H OCEAN
+-117.12,32.75,25.0,2222.0,634.0,1025.0,568.0,1.64,130000.0,NEAR OCEAN
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+-117.11,33.98,25.0,1254.0,312.0,715.0,301.0,2.7344,149000.0,INLAND
+-118.15,33.95,31.0,1053.0,230.0,686.0,211.0,4.0,263200.0,<1H OCEAN
+-118.06,33.84,20.0,5643.0,1231.0,3841.0,1195.0,4.0542,168400.0,<1H OCEAN
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+-117.87,34.12,33.0,2059.0,361.0,1073.0,339.0,4.2454,183800.0,<1H OCEAN
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+-120.86,37.52,9.0,9885.0,1871.0,5372.0,1843.0,3.4821,127100.0,INLAND
+-117.22,32.75,24.0,3914.0,985.0,2147.0,874.0,2.9735,225000.0,NEAR OCEAN
+-117.9,34.02,15.0,14058.0,2486.0,8997.0,2497.0,5.0704,226200.0,<1H OCEAN
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+-120.95,37.65,37.0,136.0,20.0,72.0,22.0,2.2279,225000.0,INLAND
+-118.95,35.26,24.0,1341.0,214.0,667.0,184.0,4.0,94500.0,INLAND
+-119.17,34.2,36.0,2028.0,523.0,2751.0,496.0,3.015,149300.0,NEAR OCEAN
+-119.06,34.23,23.0,3471.0,510.0,2002.0,555.0,5.2742,257500.0,<1H OCEAN
+-121.06,39.25,17.0,3127.0,539.0,1390.0,520.0,3.9537,172800.0,INLAND
+-117.87,33.88,28.0,3333.0,752.0,2026.0,722.0,3.5667,190700.0,<1H OCEAN
+-120.94,40.14,31.0,3127.0,664.0,1345.0,580.0,1.5774,58000.0,INLAND
+-118.4,33.87,38.0,2398.0,431.0,911.0,392.0,5.2319,500001.0,<1H OCEAN
+-122.19,37.76,52.0,2024.0,391.0,1030.0,350.0,2.4659,94700.0,NEAR BAY
+-121.66,36.71,27.0,4131.0,886.0,2002.0,815.0,3.2929,157500.0,<1H OCEAN
+-122.48,37.86,52.0,3914.0,752.0,1177.0,670.0,6.2113,500001.0,NEAR BAY
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+-117.26,32.95,15.0,1036.0,149.0,395.0,157.0,5.8343,500001.0,NEAR OCEAN
+-122.19,37.8,46.0,1938.0,341.0,768.0,332.0,4.2727,246900.0,NEAR BAY
+-118.11,33.96,29.0,2784.0,582.0,1278.0,550.0,4.3882,261600.0,<1H OCEAN
+-118.36,33.89,40.0,756.0,122.0,371.0,130.0,5.0299,329200.0,<1H OCEAN
+-117.85,34.13,31.0,1959.0,318.0,1021.0,303.0,4.3145,233000.0,INLAND
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+-120.31,37.11,38.0,1696.0,301.0,985.0,278.0,2.4054,112500.0,INLAND
+-121.99,37.35,18.0,1712.0,509.0,972.0,467.0,4.3971,238900.0,<1H OCEAN
+-117.98,33.9,6.0,1537.0,347.0,506.0,280.0,4.8264,146800.0,<1H OCEAN
+-122.65,38.92,30.0,70.0,38.0,20.0,13.0,4.125,112500.0,INLAND
+-121.87,37.26,24.0,2383.0,343.0,1146.0,341.0,5.6223,265700.0,<1H OCEAN
+-122.2,39.93,9.0,1296.0,287.0,768.0,260.0,1.9191,54400.0,INLAND
+-117.7,33.62,19.0,2957.0,492.0,1639.0,495.0,5.0686,225600.0,<1H OCEAN
+-119.21,34.19,15.0,3797.0,692.0,2216.0,675.0,4.7443,229500.0,NEAR OCEAN
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+-117.42,33.93,32.0,2885.0,595.0,1509.0,590.0,3.1795,125600.0,INLAND
+-118.01,33.84,28.0,4097.0,838.0,2112.0,803.0,4.5,202100.0,<1H OCEAN
+-117.9,34.14,35.0,2259.0,505.0,1561.0,509.0,3.3043,155500.0,<1H OCEAN
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+-117.97,33.68,26.0,3653.0,568.0,1930.0,585.0,5.7301,260900.0,<1H OCEAN
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+-122.83,38.96,15.0,1318.0,296.0,567.0,276.0,1.8692,93800.0,INLAND
+-118.86,34.07,16.0,1409.0,244.0,970.0,172.0,8.0144,500001.0,NEAR OCEAN
+-117.4,33.94,42.0,943.0,171.0,466.0,203.0,3.1458,116000.0,INLAND
+-117.97,34.09,27.0,3569.0,761.0,3339.0,762.0,4.1304,160500.0,INLAND
+-117.55,34.0,17.0,3583.0,700.0,1587.0,719.0,2.6979,75000.0,INLAND
+-116.96,33.79,21.0,2990.0,691.0,2108.0,660.0,2.0135,83000.0,INLAND
+-117.86,33.62,17.0,2975.0,371.0,1247.0,398.0,10.1989,500001.0,<1H OCEAN
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+-118.13,34.19,42.0,2203.0,412.0,1012.0,377.0,4.0714,234000.0,INLAND
+-119.09,36.22,34.0,1715.0,290.0,780.0,297.0,3.4306,74300.0,INLAND
+-121.18,38.67,42.0,2101.0,480.0,945.0,426.0,2.3333,116000.0,INLAND
+-118.07,33.93,5.0,906.0,187.0,1453.0,158.0,4.125,171900.0,<1H OCEAN
+-122.23,37.79,40.0,930.0,199.0,564.0,184.0,1.3281,113300.0,NEAR BAY
+-122.48,37.69,43.0,2661.0,455.0,1384.0,456.0,4.2421,257500.0,NEAR OCEAN
+-118.38,33.95,29.0,1821.0,588.0,1397.0,523.0,2.5833,187500.0,<1H OCEAN
+-118.02,33.96,36.0,2002.0,361.0,913.0,311.0,4.5446,244700.0,<1H OCEAN
+-121.3,38.58,16.0,1537.0,,1125.0,375.0,2.6471,90700.0,INLAND
+-121.49,38.54,47.0,2313.0,536.0,779.0,442.0,2.5639,123000.0,INLAND
+-119.05,34.24,24.0,4341.0,646.0,1929.0,703.0,5.4298,279600.0,<1H OCEAN
+-121.29,38.03,7.0,2021.0,441.0,1615.0,406.0,2.5842,111300.0,INLAND
+-121.19,38.67,16.0,1754.0,284.0,773.0,277.0,4.817,147000.0,INLAND
+-118.27,33.97,45.0,1546.0,371.0,1186.0,366.0,1.64,96800.0,<1H OCEAN
+-117.66,34.05,33.0,960.0,216.0,831.0,222.0,2.5391,108600.0,INLAND
+-117.97,33.93,33.0,1700.0,369.0,981.0,362.0,4.5461,194000.0,<1H OCEAN
+-122.21,37.47,43.0,733.0,162.0,497.0,175.0,3.2708,255300.0,NEAR OCEAN
+-119.21,34.19,15.0,5614.0,989.0,2754.0,994.0,5.035,242900.0,NEAR OCEAN
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+-120.61,35.06,13.0,2364.0,421.0,1257.0,380.0,4.6167,273100.0,<1H OCEAN
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+-117.98,33.71,24.0,3430.0,548.0,1601.0,512.0,5.6825,264600.0,<1H OCEAN
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+-118.44,34.05,22.0,3970.0,871.0,1588.0,791.0,4.8618,500001.0,<1H OCEAN
+-118.99,35.39,39.0,2228.0,542.0,1516.0,435.0,1.6009,48800.0,INLAND
+-116.87,33.93,32.0,3141.0,812.0,2589.0,721.0,1.4556,54600.0,INLAND
+-117.2,34.24,22.0,8106.0,1665.0,1062.0,423.0,3.0434,137200.0,INLAND
+-117.32,34.1,27.0,2053.0,461.0,1737.0,463.0,3.1213,78800.0,INLAND
+-122.04,37.99,36.0,2765.0,495.0,1478.0,441.0,4.125,136200.0,NEAR BAY
+-122.25,37.79,51.0,175.0,43.0,228.0,55.0,2.1,75000.0,NEAR BAY
+-117.13,33.14,12.0,2258.0,456.0,1147.0,433.0,4.0495,153900.0,<1H OCEAN
+-118.13,34.14,29.0,3559.0,1034.0,1658.0,965.0,3.2643,163900.0,<1H OCEAN
+-118.15,33.78,12.0,4436.0,1133.0,2176.0,1002.0,3.5812,198600.0,NEAR OCEAN
+-122.49,37.73,48.0,1190.0,182.0,497.0,199.0,6.2642,438500.0,NEAR OCEAN
+-118.31,33.96,47.0,2005.0,392.0,1134.0,415.0,3.7143,140300.0,<1H OCEAN
+-118.34,33.93,37.0,1638.0,407.0,1341.0,369.0,3.0677,167700.0,<1H OCEAN
+-121.85,37.25,20.0,3773.0,624.0,1965.0,607.0,5.4939,241200.0,<1H OCEAN
+-121.76,38.25,32.0,1495.0,333.0,905.0,281.0,2.625,212500.0,INLAND
+-121.94,37.27,23.0,1932.0,552.0,997.0,482.0,3.662,211900.0,<1H OCEAN
+-122.41,37.74,48.0,409.0,86.0,148.0,70.0,3.6687,335000.0,NEAR BAY
+-122.23,38.11,47.0,3007.0,524.0,1152.0,486.0,4.0,141500.0,NEAR BAY
+-122.44,37.76,50.0,2589.0,569.0,945.0,544.0,5.2519,376600.0,NEAR BAY
+-122.19,37.71,36.0,361.0,69.0,158.0,58.0,5.5461,262500.0,NEAR BAY
+-122.07,37.93,45.0,1544.0,244.0,614.0,238.0,5.0255,226000.0,NEAR BAY
+-122.16,37.75,44.0,617.0,131.0,378.0,135.0,2.5568,111100.0,NEAR BAY
+-121.56,39.1,28.0,2130.0,484.0,1195.0,439.0,1.3631,45500.0,INLAND
+-118.25,33.9,42.0,1386.0,320.0,1163.0,319.0,2.4271,89500.0,<1H OCEAN
+-118.3,33.98,52.0,1371.0,315.0,986.0,277.0,2.9432,94000.0,<1H OCEAN
+-122.45,37.78,52.0,2686.0,606.0,1392.0,578.0,4.0,355300.0,NEAR BAY
+-118.38,33.81,20.0,1975.0,306.0,703.0,292.0,8.5491,410300.0,NEAR OCEAN
+-118.33,34.02,11.0,1249.0,313.0,625.0,336.0,0.8702,170500.0,<1H OCEAN
+-117.89,33.87,32.0,1569.0,422.0,835.0,386.0,3.0465,148900.0,<1H OCEAN
+-121.12,35.58,16.0,4109.0,798.0,1298.0,626.0,3.4799,320800.0,NEAR OCEAN
+-119.38,36.56,25.0,1180.0,222.0,611.0,212.0,2.0729,84700.0,INLAND
+-122.4,37.71,40.0,1883.0,397.0,1411.0,438.0,3.0469,238000.0,NEAR BAY
+-121.34,38.59,23.0,2912.0,421.0,1132.0,410.0,5.9174,225900.0,INLAND
+-121.62,36.69,11.0,4712.0,1098.0,5982.0,1105.0,2.5986,135700.0,<1H OCEAN
+-120.59,35.12,27.0,3055.0,677.0,1407.0,610.0,2.1702,179700.0,<1H OCEAN
+-118.25,34.14,13.0,3487.0,1131.0,3749.0,1072.0,2.1602,221900.0,<1H OCEAN
+-116.91,34.0,18.0,553.0,100.0,215.0,82.0,5.5,193800.0,INLAND
+-117.02,32.8,27.0,2369.0,370.0,927.0,374.0,4.1162,177200.0,<1H OCEAN
+-121.14,40.29,17.0,1944.0,394.0,384.0,172.0,1.6875,111500.0,INLAND
+-119.29,36.12,24.0,1248.0,226.0,641.0,200.0,2.4722,129200.0,INLAND
+-121.37,38.68,35.0,1620.0,276.0,939.0,277.0,2.5542,72900.0,INLAND
+-118.41,34.0,38.0,324.0,70.0,268.0,73.0,2.55,271400.0,<1H OCEAN
+-118.32,33.96,47.0,1885.0,361.0,954.0,357.0,3.8512,171300.0,<1H OCEAN
+-117.84,33.9,24.0,1723.0,223.0,707.0,219.0,7.0352,299600.0,<1H OCEAN
+-118.43,33.99,42.0,2558.0,558.0,1328.0,541.0,4.875,301300.0,<1H OCEAN
+-118.32,34.03,47.0,1734.0,453.0,1272.0,438.0,3.1731,121500.0,<1H OCEAN
+-121.96,36.88,37.0,2846.0,553.0,939.0,433.0,4.7468,294400.0,NEAR OCEAN
+-118.04,33.8,33.0,2685.0,466.0,1359.0,476.0,5.0261,245100.0,<1H OCEAN
+-118.14,33.77,52.0,2208.0,409.0,791.0,408.0,5.8408,500000.0,NEAR OCEAN
+-118.43,34.32,34.0,2657.0,515.0,1948.0,532.0,4.233,157400.0,<1H OCEAN
+-120.27,37.11,18.0,1277.0,234.0,674.0,238.0,2.6694,75900.0,INLAND
+-119.88,34.42,22.0,2367.0,492.0,1333.0,488.0,3.6304,312200.0,NEAR OCEAN
+-118.52,34.18,46.0,2082.0,438.0,1047.0,393.0,3.6534,216000.0,<1H OCEAN
+-118.01,33.73,23.0,4095.0,578.0,1766.0,589.0,6.7418,302500.0,<1H OCEAN
+-121.3,39.0,16.0,3155.0,541.0,1630.0,540.0,4.0282,126400.0,INLAND
+-121.89,37.34,46.0,1197.0,416.0,898.0,370.0,2.1714,190600.0,<1H OCEAN
+-120.44,37.29,18.0,1260.0,268.0,576.0,263.0,1.7222,101500.0,INLAND
+-119.31,34.44,5.0,403.0,48.0,208.0,54.0,12.632,500001.0,NEAR OCEAN
+-116.48,33.94,10.0,3254.0,913.0,923.0,486.0,1.8,81000.0,INLAND
+-121.52,39.48,21.0,2628.0,494.0,1364.0,468.0,2.0455,59400.0,INLAND
+-122.42,37.74,52.0,1674.0,346.0,734.0,335.0,3.8864,281300.0,NEAR BAY
+-122.19,37.78,49.0,1183.0,205.0,496.0,209.0,5.2328,174200.0,NEAR BAY
+-118.4,34.05,43.0,1028.0,145.0,394.0,149.0,10.4519,500001.0,<1H OCEAN
+-122.42,37.74,52.0,2713.0,624.0,1370.0,594.0,4.6547,325700.0,NEAR BAY
+-118.12,34.17,37.0,2705.0,676.0,1551.0,608.0,2.2692,225000.0,INLAND
+-121.83,37.31,19.0,11181.0,1895.0,7817.0,1853.0,5.6058,232700.0,<1H OCEAN
+-118.32,33.8,29.0,3254.0,717.0,1593.0,680.0,4.0536,285800.0,<1H OCEAN
+-118.26,34.09,51.0,1532.0,366.0,669.0,333.0,3.6434,278800.0,<1H OCEAN
+-122.14,37.43,52.0,1327.0,190.0,467.0,189.0,12.5902,500001.0,NEAR BAY
+-118.2,33.81,46.0,1388.0,254.0,742.0,241.0,4.6458,212100.0,NEAR OCEAN
+-118.18,33.94,44.0,1337.0,245.0,968.0,240.0,3.4688,183600.0,<1H OCEAN
+-121.95,38.34,9.0,4999.0,874.0,2687.0,817.0,4.2324,142100.0,INLAND
+-121.74,38.55,33.0,6861.0,1820.0,3717.0,1767.0,1.7311,182600.0,INLAND
+-119.77,36.76,40.0,2009.0,519.0,2219.0,505.0,1.2101,49100.0,INLAND
+-118.31,33.91,36.0,961.0,173.0,625.0,179.0,4.2596,181100.0,<1H OCEAN
+-118.38,33.86,15.0,1778.0,311.0,908.0,330.0,7.674,329300.0,<1H OCEAN
+-118.2,34.11,36.0,1441.0,534.0,1809.0,500.0,2.1793,185700.0,<1H OCEAN
+-118.08,34.01,36.0,1248.0,322.0,1282.0,326.0,3.2031,147600.0,<1H OCEAN
+-121.32,38.03,25.0,2474.0,513.0,1947.0,524.0,2.5742,98400.0,INLAND
+-118.02,34.02,21.0,5992.0,986.0,2647.0,969.0,5.2405,302400.0,<1H OCEAN
+-120.67,38.76,35.0,2104.0,403.0,1060.0,400.0,2.1682,138100.0,INLAND
+-117.73,33.57,5.0,11976.0,2495.0,4327.0,2009.0,4.8488,194400.0,<1H OCEAN
+-122.01,37.4,24.0,1297.0,297.0,441.0,282.0,3.1439,47500.0,<1H OCEAN
+-118.17,34.04,43.0,908.0,232.0,1005.0,224.0,1.75,134000.0,<1H OCEAN
+-120.46,37.33,4.0,786.0,116.0,368.0,109.0,6.3215,138200.0,INLAND
+-117.17,32.7,33.0,4084.0,897.0,1804.0,833.0,4.0488,409700.0,NEAR OCEAN
+-117.06,32.75,34.0,2516.0,611.0,1317.0,594.0,2.2308,125900.0,NEAR OCEAN
+-122.02,38.38,16.0,808.0,137.0,371.0,145.0,6.0767,216400.0,INLAND
+-118.26,34.08,46.0,945.0,250.0,910.0,252.0,3.5039,187500.0,<1H OCEAN
+-118.3,34.25,44.0,1442.0,285.0,859.0,292.0,4.5833,197300.0,<1H OCEAN
+-122.39,37.6,36.0,1770.0,499.0,1225.0,459.0,2.56,273100.0,NEAR OCEAN
+-118.12,33.81,36.0,2565.0,458.0,1155.0,443.0,4.6087,224600.0,<1H OCEAN
+-114.63,32.76,15.0,1448.0,378.0,949.0,300.0,0.8585,45000.0,INLAND
+-118.0,34.13,24.0,2584.0,520.0,1869.0,503.0,3.2841,167000.0,INLAND
+-118.13,33.93,38.0,2040.0,458.0,1775.0,445.0,3.5227,202400.0,<1H OCEAN
+-119.59,34.39,35.0,622.0,170.0,278.0,139.0,3.6969,335000.0,<1H OCEAN
+-118.23,33.94,35.0,1090.0,267.0,1339.0,263.0,2.1607,97600.0,<1H OCEAN
+-120.66,35.29,39.0,2163.0,652.0,1153.0,599.0,2.084,233300.0,NEAR OCEAN
+-118.31,33.93,42.0,1173.0,201.0,602.0,186.0,5.5787,142000.0,<1H OCEAN
+-118.49,34.04,48.0,2381.0,345.0,859.0,306.0,8.0257,500001.0,<1H OCEAN
+-118.46,34.0,39.0,614.0,174.0,538.0,159.0,2.3542,235700.0,<1H OCEAN
+-118.54,34.18,25.0,1938.0,457.0,1280.0,425.0,3.9632,240300.0,<1H OCEAN
+-118.03,33.72,24.0,5203.0,957.0,2465.0,946.0,5.163,261000.0,<1H OCEAN
+-118.39,34.07,33.0,5301.0,1281.0,2243.0,1159.0,4.2386,500001.0,<1H OCEAN
+-121.91,37.26,25.0,4258.0,719.0,2290.0,743.0,5.1461,267200.0,<1H OCEAN
+-121.43,37.75,30.0,1912.0,451.0,1065.0,388.0,2.1424,125000.0,INLAND
+-118.35,33.98,47.0,2512.0,461.0,1082.0,426.0,3.8235,207600.0,<1H OCEAN
+-117.32,33.23,24.0,2580.0,604.0,982.0,569.0,1.6402,169300.0,NEAR OCEAN
+-118.36,33.84,22.0,11016.0,3170.0,6664.0,2838.0,3.703,361300.0,<1H OCEAN
+-118.23,34.1,41.0,1353.0,379.0,1536.0,416.0,2.1687,157000.0,<1H OCEAN
+-121.98,37.36,35.0,1440.0,267.0,743.0,259.0,5.0866,254600.0,<1H OCEAN
+-122.28,37.82,52.0,1238.0,288.0,622.0,259.0,1.5057,87500.0,NEAR BAY
+-118.94,35.37,33.0,3372.0,741.0,2352.0,704.0,2.0643,57600.0,INLAND
+-122.07,37.97,20.0,1705.0,353.0,856.0,341.0,3.7262,211800.0,NEAR BAY
+-117.94,33.89,30.0,2577.0,404.0,1076.0,374.0,6.7528,459600.0,<1H OCEAN
+-118.21,33.81,40.0,1815.0,428.0,1807.0,413.0,3.0882,160700.0,NEAR OCEAN
+-117.87,33.88,28.0,2612.0,602.0,1682.0,563.0,3.6417,204300.0,<1H OCEAN
+-118.35,34.09,35.0,1989.0,634.0,1108.0,593.0,1.6081,288900.0,<1H OCEAN
+-118.39,33.97,46.0,2198.0,352.0,839.0,335.0,6.5778,350800.0,<1H OCEAN
+-118.28,34.04,20.0,1193.0,454.0,1880.0,453.0,2.1806,180000.0,<1H OCEAN
+-119.83,36.8,24.0,3756.0,681.0,1586.0,739.0,3.8571,90100.0,INLAND
+-117.38,34.14,11.0,10804.0,1493.0,5221.0,1482.0,5.246,161400.0,INLAND
+-121.47,38.61,31.0,1072.0,,781.0,281.0,1.6563,65800.0,INLAND
+-117.97,34.05,36.0,1299.0,206.0,763.0,216.0,3.5179,161400.0,<1H OCEAN
+-118.35,34.15,52.0,1680.0,238.0,493.0,211.0,9.042,500001.0,<1H OCEAN
+-118.2,33.81,47.0,2347.0,437.0,1219.0,420.0,5.3096,209900.0,NEAR OCEAN
+-117.08,32.91,9.0,1547.0,218.0,683.0,231.0,7.5604,327900.0,<1H OCEAN
+-121.63,36.67,34.0,2486.0,560.0,2443.0,557.0,2.5263,130400.0,<1H OCEAN
+-118.44,34.18,36.0,2077.0,496.0,1206.0,528.0,2.2326,221000.0,<1H OCEAN
+-121.7,38.6,16.0,2372.0,588.0,1400.0,583.0,2.8922,153600.0,INLAND
+-120.81,38.73,42.0,1276.0,260.0,799.0,259.0,2.7273,128600.0,INLAND
+-117.0,32.77,30.0,1802.0,401.0,776.0,386.0,2.8125,173500.0,<1H OCEAN
+-118.07,34.01,38.0,2245.0,444.0,1540.0,419.0,3.7986,171000.0,<1H OCEAN
+-118.35,34.1,18.0,4109.0,1301.0,2103.0,1116.0,2.325,250000.0,<1H OCEAN
+-120.85,37.51,5.0,2899.0,745.0,1593.0,633.0,2.2292,127500.0,INLAND
+-118.17,33.79,28.0,1219.0,408.0,1816.0,348.0,1.7589,118300.0,NEAR OCEAN
+-118.26,34.16,17.0,2943.0,769.0,1312.0,656.0,3.1484,187500.0,<1H OCEAN
+-121.85,37.26,16.0,1982.0,280.0,1030.0,297.0,6.4339,289200.0,<1H OCEAN
+-118.13,33.83,44.0,1710.0,333.0,786.0,344.0,4.2917,314700.0,<1H OCEAN
+-117.34,34.49,9.0,3293.0,585.0,1678.0,530.0,3.2941,98300.0,INLAND
+-117.36,33.2,19.0,2129.0,562.0,1323.0,525.0,2.9539,169900.0,NEAR OCEAN
+-118.52,34.04,43.0,2167.0,254.0,761.0,256.0,13.6842,500001.0,<1H OCEAN
+-121.37,38.62,27.0,1743.0,380.0,697.0,368.0,1.6678,166100.0,INLAND
+-121.29,37.87,29.0,488.0,108.0,308.0,115.0,2.6563,103100.0,INLAND
+-120.68,35.29,37.0,1354.0,293.0,753.0,290.0,3.25,225000.0,NEAR OCEAN
+-118.24,33.97,37.0,1212.0,314.0,1403.0,279.0,2.5536,117200.0,<1H OCEAN
+-117.81,33.67,9.0,1567.0,299.0,675.0,294.0,5.2124,199600.0,<1H OCEAN
+-117.23,33.78,23.0,3465.0,703.0,2672.0,607.0,1.9767,81500.0,INLAND
+-119.85,34.44,28.0,1765.0,301.0,1173.0,297.0,6.0256,276800.0,NEAR OCEAN
+-118.5,34.02,24.0,2924.0,1013.0,1492.0,943.0,2.775,291700.0,<1H OCEAN
+-117.88,33.89,17.0,3218.0,923.0,1701.0,824.0,3.6946,265500.0,<1H OCEAN
+-118.43,34.04,52.0,1782.0,308.0,735.0,307.0,5.2954,485100.0,<1H OCEAN
+-122.09,37.64,36.0,1180.0,212.0,664.0,200.0,5.2838,172600.0,NEAR BAY
+-117.26,33.08,12.0,5080.0,814.0,1958.0,716.0,5.3905,299600.0,NEAR OCEAN
+-117.03,32.74,37.0,821.0,150.0,404.0,135.0,3.0125,130400.0,NEAR OCEAN
+-118.58,34.23,35.0,1917.0,314.0,1019.0,340.0,4.8929,234900.0,<1H OCEAN
+-121.08,38.89,41.0,3471.0,753.0,1680.0,710.0,2.6701,139000.0,INLAND
+-118.73,34.29,11.0,5451.0,736.0,2526.0,752.0,7.355,343900.0,<1H OCEAN
+-122.06,37.96,10.0,7136.0,1691.0,2959.0,1507.0,3.9816,182000.0,NEAR BAY
+-122.12,37.68,40.0,1553.0,253.0,724.0,267.0,4.38,196400.0,NEAR BAY
+-117.13,32.92,16.0,1565.0,257.0,893.0,239.0,5.5036,192300.0,<1H OCEAN
+-117.14,33.81,13.0,4496.0,756.0,2044.0,695.0,3.2778,148800.0,INLAND
+-122.13,37.45,37.0,2295.0,332.0,933.0,332.0,6.7257,500001.0,NEAR BAY
+-121.36,38.63,30.0,2619.0,370.0,940.0,359.0,4.7283,164500.0,INLAND
+-117.64,34.06,50.0,637.0,143.0,590.0,147.0,1.9659,85700.0,INLAND
+-122.71,38.45,39.0,2739.0,573.0,1223.0,569.0,2.9663,185400.0,<1H OCEAN
+-118.84,34.15,17.0,3785.0,494.0,1527.0,507.0,8.4443,358500.0,<1H OCEAN
+-118.41,34.21,35.0,2830.0,518.0,1577.0,524.0,5.35,210500.0,<1H OCEAN
+-118.33,33.88,30.0,1856.0,444.0,899.0,435.0,3.1505,270000.0,<1H OCEAN
+-122.21,38.1,36.0,3018.0,557.0,1445.0,556.0,3.8029,129900.0,NEAR BAY
+-118.51,34.24,31.0,5297.0,664.0,1986.0,657.0,8.6454,483500.0,<1H OCEAN
+-122.8,39.08,17.0,1880.0,467.0,798.0,342.0,1.4676,65000.0,INLAND
+-118.14,34.57,6.0,9882.0,1892.0,4892.0,1621.0,3.7636,167600.0,INLAND
+-118.03,33.71,26.0,1483.0,251.0,738.0,235.0,6.0,271400.0,<1H OCEAN
+-118.13,33.9,36.0,1477.0,305.0,788.0,291.0,3.625,195800.0,<1H OCEAN
+-119.35,36.22,29.0,2051.0,351.0,915.0,343.0,3.1944,106800.0,INLAND
+-121.23,37.79,23.0,1985.0,424.0,1198.0,389.0,2.7734,116800.0,INLAND
+-119.67,34.43,39.0,1467.0,381.0,1404.0,374.0,2.3681,241400.0,<1H OCEAN
+-121.85,37.24,17.0,6425.0,1268.0,3934.0,1238.0,5.1228,237600.0,<1H OCEAN
+-121.62,36.67,45.0,1827.0,408.0,1507.0,410.0,2.8942,129000.0,<1H OCEAN
+-118.21,33.89,42.0,1739.0,370.0,1104.0,297.0,2.2125,120700.0,<1H OCEAN
+-119.25,35.75,36.0,1598.0,443.0,1658.0,417.0,1.517,52100.0,INLAND
+-124.26,40.58,52.0,2217.0,394.0,907.0,369.0,2.3571,111400.0,NEAR OCEAN
+-119.77,36.76,43.0,1945.0,413.0,1492.0,422.0,1.5174,54600.0,INLAND
+-117.95,33.7,17.0,5781.0,924.0,2585.0,915.0,5.343,231900.0,<1H OCEAN
+-118.29,34.05,11.0,677.0,370.0,1143.0,341.0,2.3864,350000.0,<1H OCEAN
+-118.33,33.79,29.0,4389.0,873.0,2069.0,901.0,4.1071,365600.0,<1H OCEAN
+-118.16,34.15,19.0,1721.0,290.0,571.0,278.0,6.6031,500001.0,<1H OCEAN
+-116.86,32.87,17.0,5799.0,921.0,2630.0,843.0,5.0524,285400.0,<1H OCEAN
+-120.66,35.28,31.0,2773.0,844.0,1358.0,794.0,1.4036,209600.0,NEAR OCEAN
+-122.02,37.99,37.0,2247.0,416.0,1237.0,397.0,4.45,161900.0,NEAR BAY
+-118.59,34.17,36.0,1887.0,359.0,761.0,329.0,5.4847,296000.0,<1H OCEAN
+-117.81,33.66,20.0,2851.0,490.0,1192.0,463.0,5.8752,274200.0,<1H OCEAN
+-118.01,33.93,31.0,3395.0,742.0,1886.0,737.0,4.4118,174400.0,<1H OCEAN
+-118.36,34.03,38.0,2365.0,638.0,2259.0,607.0,2.0879,120700.0,<1H OCEAN
+-118.37,33.95,32.0,1067.0,286.0,1053.0,277.0,2.8438,181700.0,<1H OCEAN
+-117.07,32.67,35.0,3200.0,725.0,1723.0,610.0,1.8977,95600.0,NEAR OCEAN
+-119.31,36.62,33.0,1485.0,374.0,1544.0,329.0,1.7292,52000.0,INLAND
+-117.89,33.99,22.0,3272.0,618.0,1784.0,591.0,4.0324,211300.0,<1H OCEAN
+-119.03,36.08,19.0,2736.0,549.0,1432.0,503.0,2.6944,67700.0,INLAND
+-121.49,38.59,20.0,463.0,180.0,486.0,190.0,1.0313,85000.0,INLAND
+-122.33,37.57,43.0,2543.0,621.0,1301.0,606.0,3.1111,318400.0,NEAR OCEAN
+-119.04,35.37,44.0,1618.0,310.0,667.0,300.0,2.875,82700.0,INLAND
+-117.08,33.08,23.0,3400.0,501.0,1383.0,488.0,4.9844,249100.0,<1H OCEAN
+-118.44,34.05,32.0,1880.0,435.0,798.0,417.0,4.7109,500000.0,<1H OCEAN
+-121.8,37.35,27.0,2358.0,415.0,1562.0,383.0,5.2297,192800.0,<1H OCEAN
+-117.42,34.1,18.0,3977.0,809.0,2231.0,742.0,4.1399,115400.0,INLAND
+-121.89,37.66,3.0,1565.0,464.0,769.0,461.0,2.1187,231300.0,INLAND
+-120.27,38.31,13.0,3297.0,662.0,267.0,97.0,3.075,108300.0,INLAND
+-118.24,34.06,19.0,2870.0,1021.0,3325.0,978.0,1.7395,162500.0,<1H OCEAN
+-121.97,37.52,23.0,4925.0,948.0,2530.0,894.0,5.0824,230900.0,<1H OCEAN
+-118.2,34.07,21.0,1353.0,380.0,1688.0,367.0,1.9937,139600.0,<1H OCEAN
+-121.95,37.33,36.0,1683.0,286.0,740.0,324.0,4.7604,294700.0,<1H OCEAN
+-118.36,33.8,38.0,2553.0,400.0,1042.0,393.0,6.9742,500001.0,NEAR OCEAN
+-118.07,33.88,16.0,4934.0,825.0,2668.0,810.0,5.748,284200.0,<1H OCEAN
+-120.9,35.69,14.0,5020.0,909.0,2105.0,796.0,3.8158,248700.0,<1H OCEAN
+-121.69,39.36,34.0,842.0,186.0,635.0,165.0,1.8355,63000.0,INLAND
+-122.2,37.46,40.0,1723.0,208.0,976.0,209.0,9.8892,500001.0,NEAR OCEAN
+-122.16,37.45,52.0,1135.0,219.0,441.0,200.0,7.5418,492000.0,NEAR BAY
+-121.34,38.61,11.0,1716.0,404.0,722.0,415.0,2.0926,166100.0,INLAND
+-118.13,34.02,36.0,984.0,275.0,1024.0,284.0,2.125,153500.0,<1H OCEAN
+-117.98,33.87,25.0,2037.0,515.0,1435.0,496.0,3.3199,188800.0,<1H OCEAN
+-122.42,37.76,52.0,2088.0,487.0,1082.0,488.0,2.6803,490000.0,NEAR BAY
+-119.68,36.62,31.0,834.0,229.0,616.0,211.0,1.6602,61200.0,INLAND
+-120.48,41.82,20.0,1367.0,284.0,429.0,181.0,2.0227,47500.0,INLAND
+-118.06,33.98,42.0,1342.0,243.0,615.0,208.0,5.4381,186900.0,<1H OCEAN
+-117.97,33.82,26.0,4013.0,985.0,2442.0,922.0,3.7655,197700.0,<1H OCEAN
+-119.21,34.26,23.0,2887.0,540.0,1508.0,518.0,3.3452,217600.0,NEAR OCEAN
+-119.03,34.25,25.0,3344.0,502.0,1483.0,496.0,6.196,340600.0,<1H OCEAN
+-118.31,34.19,42.0,724.0,149.0,420.0,150.0,3.0625,361700.0,<1H OCEAN
+-117.15,32.92,16.0,2366.0,392.0,1482.0,407.0,4.9024,182900.0,<1H OCEAN
+-120.25,38.55,15.0,4403.0,891.0,1103.0,433.0,3.0125,111700.0,INLAND
+-117.11,32.72,25.0,1491.0,348.0,1183.0,316.0,1.9583,88600.0,NEAR OCEAN
+-118.36,33.99,43.0,2657.0,548.0,1145.0,524.0,4.1375,287100.0,<1H OCEAN
+-121.98,38.25,4.0,2487.0,440.0,1545.0,452.0,4.9103,140400.0,INLAND
+-118.36,34.08,52.0,2373.0,601.0,1135.0,576.0,3.1765,225000.0,<1H OCEAN
+-119.22,34.27,30.0,1937.0,295.0,695.0,313.0,5.0679,234300.0,NEAR OCEAN
+-118.32,34.05,42.0,3292.0,713.0,2224.0,674.0,3.5517,291500.0,<1H OCEAN
+-122.15,37.72,31.0,1616.0,372.0,739.0,379.0,2.9097,210900.0,NEAR BAY
+-122.28,37.53,34.0,1980.0,385.0,970.0,391.0,5.1207,310900.0,NEAR OCEAN
+-120.89,37.45,29.0,1940.0,337.0,1070.0,332.0,3.6597,145600.0,INLAND
+-122.83,38.89,11.0,640.0,134.0,268.0,90.0,3.4514,100000.0,<1H OCEAN
+-122.07,37.34,33.0,1208.0,198.0,495.0,216.0,5.4659,500001.0,<1H OCEAN
+-121.8,39.75,28.0,2551.0,378.0,1011.0,374.0,4.3309,125200.0,INLAND
+-117.05,32.95,17.0,3039.0,555.0,1297.0,552.0,3.9531,178600.0,<1H OCEAN
+-122.42,37.64,41.0,98.0,20.0,68.0,19.0,2.225,212500.0,NEAR OCEAN
+-121.09,39.22,25.0,2200.0,439.0,1045.0,419.0,2.6042,116700.0,INLAND
+-122.23,39.95,21.0,2087.0,382.0,888.0,361.0,2.207,86400.0,INLAND
+-117.08,32.68,19.0,3635.0,1078.0,3127.0,1098.0,1.324,122600.0,NEAR OCEAN
+-120.45,36.86,34.0,673.0,173.0,539.0,182.0,2.3523,66000.0,INLAND
+-122.49,37.63,34.0,696.0,145.0,398.0,162.0,3.525,254100.0,NEAR OCEAN
+-121.56,39.52,9.0,818.0,197.0,358.0,197.0,1.7708,79500.0,INLAND
+-122.24,37.79,47.0,1372.0,395.0,1237.0,303.0,2.125,95500.0,NEAR BAY
+-118.19,34.19,34.0,2061.0,260.0,825.0,254.0,15.0001,500001.0,<1H OCEAN
+-122.12,37.68,45.0,2179.0,401.0,1159.0,399.0,3.4839,180600.0,NEAR BAY
+-118.48,34.0,52.0,1359.0,395.0,521.0,368.0,2.6736,500001.0,<1H OCEAN
+-117.01,32.67,17.0,2319.0,348.0,1125.0,337.0,5.551,266900.0,NEAR OCEAN
+-117.39,33.98,37.0,2337.0,452.0,948.0,437.0,3.145,169100.0,INLAND
+-118.07,34.06,34.0,2873.0,718.0,2758.0,699.0,2.5985,168600.0,<1H OCEAN
+-122.7,38.44,45.0,883.0,202.0,401.0,194.0,3.2845,178300.0,<1H OCEAN
+-117.33,33.87,14.0,2300.0,335.0,1001.0,311.0,5.1045,161300.0,INLAND
+-120.97,37.68,16.0,2493.0,535.0,1370.0,504.0,3.3368,121200.0,INLAND
+-118.26,33.95,44.0,1481.0,329.0,999.0,315.0,1.5147,94600.0,<1H OCEAN
+-118.28,33.79,28.0,1895.0,420.0,1422.0,389.0,4.3816,191300.0,<1H OCEAN
+-119.69,36.74,17.0,2438.0,598.0,1563.0,538.0,1.5449,62500.0,INLAND
+-117.27,32.98,17.0,1853.0,392.0,351.0,208.0,5.2742,230700.0,NEAR OCEAN
+-117.59,33.91,7.0,10223.0,1491.0,5205.0,1509.0,5.4872,203400.0,INLAND
+-117.07,32.71,39.0,2754.0,652.0,2263.0,619.0,2.2454,89600.0,NEAR OCEAN
+-118.32,33.83,51.0,2399.0,516.0,1160.0,514.0,3.8456,318900.0,<1H OCEAN
+-117.92,33.85,44.0,1231.0,258.0,682.0,244.0,3.2344,170100.0,<1H OCEAN
+-118.35,34.03,43.0,2122.0,524.0,1510.0,436.0,2.2273,123300.0,<1H OCEAN
+-122.0,37.28,35.0,3133.0,541.0,1449.0,555.0,5.7295,346100.0,<1H OCEAN
+-118.86,34.21,26.0,3354.0,659.0,2020.0,648.0,4.1576,211800.0,<1H OCEAN
+-121.38,38.67,37.0,2176.0,460.0,1067.0,357.0,2.3958,78400.0,INLAND
+-119.82,36.19,33.0,1293.0,272.0,694.0,229.0,2.0221,52200.0,INLAND
+-122.09,37.38,34.0,1959.0,342.0,849.0,357.0,6.2884,414700.0,NEAR BAY
+-121.03,37.66,31.0,887.0,217.0,614.0,199.0,2.1528,75500.0,INLAND
+-118.1,33.74,37.0,997.0,262.0,531.0,282.0,4.7773,400000.0,NEAR OCEAN
+-118.15,33.84,29.0,2448.0,354.0,894.0,349.0,7.6526,481300.0,<1H OCEAN
+-123.8,39.44,52.0,1533.0,336.0,754.0,340.0,1.9213,95000.0,<1H OCEAN
+-118.2,33.77,41.0,1158.0,396.0,1209.0,336.0,2.7813,129200.0,NEAR OCEAN
+-118.24,33.9,38.0,2055.0,442.0,1518.0,425.0,2.3382,103000.0,<1H OCEAN
+-118.39,34.14,34.0,4624.0,781.0,1572.0,719.0,6.5533,500001.0,<1H OCEAN
+-117.08,32.71,27.0,2204.0,598.0,1656.0,521.0,1.4821,86200.0,NEAR OCEAN
+-120.76,38.12,7.0,7188.0,1288.0,3175.0,1115.0,3.8488,130600.0,INLAND
+-119.25,36.32,32.0,1821.0,345.0,812.0,299.0,2.75,72200.0,INLAND
+-122.69,38.94,9.0,1245.0,234.0,517.0,187.0,3.125,93400.0,INLAND
+-121.25,38.68,13.0,503.0,70.0,267.0,77.0,6.1943,276100.0,INLAND
+-115.54,32.79,23.0,1712.0,403.0,1370.0,377.0,1.275,60400.0,INLAND
+-117.7,33.48,10.0,3458.0,638.0,1156.0,470.0,6.3579,336700.0,<1H OCEAN
+-121.07,38.94,14.0,1710.0,294.0,839.0,297.0,4.7143,150700.0,INLAND
+-122.23,37.48,38.0,1578.0,399.0,879.0,388.0,2.7969,298400.0,NEAR OCEAN
+-118.44,34.27,35.0,777.0,187.0,1022.0,186.0,3.4,139600.0,<1H OCEAN
+-122.02,37.36,21.0,2471.0,677.0,1486.0,689.0,3.9038,243800.0,<1H OCEAN
+-118.33,34.05,45.0,1707.0,519.0,1446.0,466.0,2.1736,171300.0,<1H OCEAN
+-118.39,34.23,43.0,1193.0,299.0,1184.0,320.0,2.1518,161600.0,<1H OCEAN
+-118.23,34.12,28.0,1546.0,465.0,974.0,408.0,2.2843,183800.0,<1H OCEAN
+-118.1,33.8,37.0,1814.0,329.0,850.0,328.0,5.0574,240800.0,<1H OCEAN
+-121.29,38.12,18.0,1534.0,275.0,741.0,263.0,3.9607,132500.0,INLAND
+-121.06,38.88,17.0,7635.0,1284.0,3096.0,1227.0,4.2917,184300.0,INLAND
+-119.08,34.17,32.0,166.0,22.0,63.0,29.0,7.3004,125000.0,NEAR OCEAN
+-121.33,38.67,17.0,2683.0,704.0,1410.0,659.0,1.962,130200.0,INLAND
+-117.27,33.03,25.0,1787.0,311.0,1108.0,311.0,3.9826,215800.0,NEAR OCEAN
+-118.26,34.24,35.0,1535.0,283.0,816.0,287.0,6.1873,312100.0,<1H OCEAN
+-118.3,34.18,5.0,5492.0,1549.0,2997.0,1405.0,3.3205,172100.0,<1H OCEAN
+-121.02,40.51,17.0,890.0,167.0,406.0,154.0,3.3036,78300.0,INLAND
+-117.19,32.77,30.0,2747.0,640.0,3185.0,657.0,3.765,238000.0,NEAR OCEAN
+-122.04,37.61,36.0,1151.0,216.0,727.0,215.0,4.1719,187000.0,NEAR BAY
+-122.46,37.7,37.0,1028.0,275.0,904.0,261.0,3.5035,238600.0,NEAR OCEAN
+-117.06,32.71,11.0,2397.0,523.0,1566.0,514.0,3.8687,145200.0,NEAR OCEAN
+-118.3,34.26,42.0,2186.0,423.0,1145.0,439.0,4.81,191900.0,<1H OCEAN
+-122.04,36.95,27.0,1987.0,374.0,961.0,343.0,3.9667,265800.0,NEAR OCEAN
+-118.23,33.95,42.0,705.0,173.0,739.0,140.0,0.9166,99000.0,<1H OCEAN
+-122.03,37.98,45.0,2842.0,567.0,1261.0,535.0,3.6042,138200.0,NEAR BAY
+-121.79,38.0,36.0,1141.0,234.0,562.0,213.0,2.5893,108500.0,INLAND
+-121.96,37.71,6.0,8072.0,1050.0,3386.0,1062.0,7.2494,336500.0,<1H OCEAN
+-117.25,33.3,14.0,2513.0,351.0,1151.0,357.0,6.3054,359000.0,<1H OCEAN
+-117.95,33.66,22.0,2785.0,441.0,1086.0,392.0,7.3719,337400.0,<1H OCEAN
+-118.61,35.08,6.0,3660.0,646.0,1243.0,482.0,3.4911,137200.0,INLAND
+-118.13,33.79,29.0,2937.0,524.0,1132.0,528.0,4.6133,500001.0,NEAR OCEAN
+-120.76,35.52,7.0,9613.0,1666.0,4487.0,1653.0,3.6667,250600.0,<1H OCEAN
+-117.93,33.61,27.0,1806.0,465.0,791.0,358.0,3.8125,366700.0,<1H OCEAN
+-118.13,34.06,17.0,1714.0,572.0,1590.0,568.0,1.1875,183900.0,<1H OCEAN
+-118.24,33.96,30.0,859.0,221.0,912.0,191.0,1.9041,105100.0,<1H OCEAN
+-118.45,37.7,15.0,2199.0,453.0,899.0,347.0,2.35,107800.0,INLAND
+-118.31,33.95,44.0,2490.0,430.0,1305.0,411.0,4.8295,149600.0,<1H OCEAN
+-118.42,34.03,44.0,904.0,176.0,358.0,158.0,3.3542,344200.0,<1H OCEAN
+-118.48,34.07,40.0,3351.0,484.0,1564.0,523.0,8.5153,500001.0,<1H OCEAN
+-117.57,34.13,5.0,6135.0,879.0,2795.0,781.0,5.9369,225200.0,INLAND
+-118.44,34.18,33.0,2127.0,414.0,1056.0,391.0,4.375,286100.0,<1H OCEAN
+-117.67,34.13,10.0,2846.0,362.0,1221.0,355.0,7.7234,304100.0,INLAND
+-121.84,37.37,28.0,1579.0,339.0,1252.0,353.0,4.1615,214800.0,<1H OCEAN
+-122.23,38.09,26.0,4397.0,997.0,2539.0,965.0,2.4875,90000.0,NEAR BAY
+-118.19,34.12,44.0,1219.0,324.0,1036.0,282.0,4.0417,170600.0,<1H OCEAN
+-118.52,34.19,37.0,1560.0,275.0,763.0,284.0,3.8516,206900.0,<1H OCEAN
+-118.2,33.85,33.0,2557.0,731.0,2286.0,700.0,2.3041,149100.0,<1H OCEAN
+-122.5,37.91,31.0,7001.0,1282.0,2755.0,1267.0,5.4851,441100.0,NEAR BAY
+-118.14,34.13,16.0,3569.0,821.0,1505.0,783.0,4.9167,251100.0,<1H OCEAN
+-121.92,37.31,34.0,876.0,150.0,424.0,163.0,5.2769,241100.0,<1H OCEAN
+-119.45,36.48,38.0,402.0,86.0,311.0,87.0,3.1719,106300.0,INLAND
+-118.11,33.82,37.0,1987.0,347.0,1095.0,357.0,4.3203,232800.0,<1H OCEAN
+-118.13,33.89,36.0,599.0,125.0,361.0,139.0,5.0395,225800.0,<1H OCEAN
+-120.48,37.31,42.0,2361.0,512.0,1684.0,511.0,2.355,75600.0,INLAND
+-116.94,32.87,24.0,2824.0,441.0,1480.0,471.0,5.2614,177200.0,<1H OCEAN
+-122.07,37.7,32.0,3400.0,736.0,1487.0,694.0,3.0,223200.0,NEAR BAY
+-117.68,33.57,2.0,10008.0,1453.0,3550.0,1139.0,10.1122,500001.0,<1H OCEAN
+-121.19,38.04,35.0,703.0,117.0,290.0,107.0,3.225,177100.0,INLAND
+-121.03,39.26,49.0,3739.0,759.0,1422.0,606.0,2.4283,143100.0,INLAND
+-121.83,37.38,15.0,4430.0,992.0,3278.0,1018.0,4.5533,209900.0,<1H OCEAN
+-121.49,38.63,6.0,12197.0,2617.0,5634.0,2329.0,3.7449,129300.0,INLAND
+-122.34,37.94,47.0,2313.0,433.0,947.0,430.0,3.942,143300.0,NEAR BAY
+-118.6,34.02,36.0,2043.0,467.0,606.0,326.0,8.4331,500001.0,NEAR OCEAN
+-117.65,34.07,35.0,2501.0,651.0,1182.0,591.0,1.4464,113200.0,INLAND
+-117.74,34.04,27.0,2215.0,440.0,1987.0,449.0,3.0429,129600.0,INLAND
+-118.45,34.23,25.0,4393.0,1369.0,3781.0,1267.0,2.5833,183700.0,<1H OCEAN
+-116.76,32.74,14.0,4085.0,751.0,2129.0,688.0,4.7367,214500.0,<1H OCEAN
+-118.29,33.95,32.0,721.0,205.0,842.0,208.0,1.6029,89700.0,<1H OCEAN
+-116.48,33.8,15.0,3004.0,615.0,437.0,210.0,3.6667,90000.0,INLAND
+-117.95,33.92,13.0,2312.0,592.0,2038.0,559.0,3.1378,137000.0,<1H OCEAN
+-118.34,34.05,52.0,2194.0,504.0,997.0,438.0,2.6654,259400.0,<1H OCEAN
+-117.01,32.8,20.0,2705.0,545.0,1198.0,497.0,3.7159,168900.0,<1H OCEAN
+-118.38,33.98,25.0,7105.0,1012.0,2519.0,1004.0,6.8112,500001.0,<1H OCEAN
+-122.09,37.7,31.0,2053.0,336.0,867.0,329.0,4.3375,241800.0,NEAR BAY
+-121.1,38.92,21.0,4064.0,871.0,1847.0,859.0,3.0321,135500.0,INLAND
+-117.44,33.94,32.0,2349.0,452.0,1479.0,425.0,3.9118,114100.0,INLAND
+-121.27,38.14,33.0,3557.0,894.0,2659.0,894.0,2.2883,86900.0,INLAND
+-117.99,34.0,26.0,2988.0,397.0,1371.0,415.0,6.6988,382500.0,<1H OCEAN
+-120.76,38.47,17.0,1521.0,309.0,607.0,240.0,3.5,123800.0,INLAND
+-117.7,33.61,16.0,2371.0,725.0,1738.0,686.0,3.6484,322600.0,<1H OCEAN
+-122.12,37.91,34.0,5683.0,755.0,1962.0,723.0,8.3678,455300.0,NEAR BAY
+-118.86,34.16,16.0,1509.0,216.0,578.0,235.0,10.2614,410800.0,<1H OCEAN
+-118.2,34.11,37.0,2040.0,611.0,1698.0,545.0,1.9355,166300.0,<1H OCEAN
+-118.27,34.08,46.0,3007.0,854.0,2587.0,814.0,2.7179,184300.0,<1H OCEAN
+-117.06,32.69,9.0,1520.0,269.0,1250.0,265.0,4.8875,157700.0,NEAR OCEAN
+-118.13,34.16,36.0,2162.0,658.0,1337.0,590.0,2.2095,176700.0,<1H OCEAN

ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_001/test_current.csv

@@ -0,0 +1,16 @@
+longitude,latitude,housing_median_age,total_rooms,total_bedrooms,population,households,median_income,median_house_value,ocean_proximity
+-122.12,37.4,32.0,3514.0,473.0,1583.0,480.0,10.3894,500001.0,NEAR BAY
+-121.93,37.66,24.0,3166.0,424.0,1081.0,400.0,8.3337,500001.0,<1H OCEAN
+-118.4,33.87,38.0,2398.0,431.0,911.0,392.0,5.2319,500001.0,<1H OCEAN
+-122.48,37.86,52.0,3914.0,752.0,1177.0,670.0,6.2113,500001.0,NEAR BAY
+-117.26,32.95,15.0,1036.0,149.0,395.0,157.0,5.8343,500001.0,NEAR OCEAN
+-118.86,34.07,16.0,1409.0,244.0,970.0,172.0,8.0144,500001.0,NEAR OCEAN
+-117.86,33.62,17.0,2975.0,371.0,1247.0,398.0,10.1989,500001.0,<1H OCEAN
+-118.46,33.97,19.0,2461.0,521.0,777.0,447.0,10.0,500001.0,<1H OCEAN
+-118.44,34.05,22.0,3970.0,871.0,1588.0,791.0,4.8618,500001.0,<1H OCEAN
+-119.31,34.44,5.0,403.0,48.0,208.0,54.0,12.632,500001.0,NEAR OCEAN
+-118.4,34.05,43.0,1028.0,145.0,394.0,149.0,10.4519,500001.0,<1H OCEAN
+-122.14,37.43,52.0,1327.0,190.0,467.0,189.0,12.5902,500001.0,NEAR BAY
+-118.49,34.04,48.0,2381.0,345.0,859.0,306.0,8.0257,500001.0,<1H OCEAN
+-118.39,34.07,33.0,5301.0,1281.0,2243.0,1159.0,4.2386,500001.0,<1H OCEAN
+-118.35,34.15,52.0,1680.0,238.0,493.0,211.0,9.042,500001.0,<1H OCEAN

ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_002/current.csv

@@ -0,0 +1,201 @@
+longitude,latitude,housing_median_age,total_rooms,total_bedrooms,population,households,median_income,ocean_proximity
+-120.48,37.31,42.0,2361.0,512.0,1684.0,511.0,2.355,INLAND
+-117.96,33.8,33.0,1984.0,420.0,1119.0,387.0,3.4821,<1H OCEAN
+-117.08,32.91,9.0,1547.0,218.0,683.0,231.0,7.5604,<1H OCEAN
+-119.76,36.79,26.0,3654.0,837.0,1976.0,830.0,2.1544,INLAND
+-122.4,37.71,47.0,1649.0,328.0,1183.0,356.0,3.3625,NEAR BAY
+-122.41,37.76,52.0,492.0,139.0,316.0,168.0,3.0865,NEAR BAY
+-117.22,33.93,14.0,5104.0,1026.0,3513.0,972.0,3.2148,INLAND
+-118.49,34.11,27.0,6603.0,879.0,2336.0,868.0,13.2935,<1H OCEAN
+-118.04,34.17,52.0,1885.0,401.0,764.0,373.0,4.0385,INLAND
+-121.54,39.13,18.0,4289.0,1021.0,2707.0,939.0,1.3375,INLAND
+-117.96,33.77,32.0,4398.0,905.0,2777.0,884.0,4.1321,<1H OCEAN
+-122.13,37.73,33.0,1996.0,268.0,686.0,270.0,6.9096,NEAR BAY
+-117.24,32.73,37.0,2260.0,354.0,809.0,351.0,5.9113,NEAR OCEAN
+-122.07,37.59,13.0,2578.0,551.0,1680.0,528.0,4.825,NEAR BAY
+-122.05,37.63,5.0,3785.0,936.0,2240.0,792.0,3.2829,NEAR BAY
+-122.65,41.72,15.0,3643.0,801.0,1784.0,743.0,1.8533,INLAND
+-121.96,37.53,28.0,2949.0,529.0,1538.0,545.0,4.9615,<1H OCEAN
+-117.0,33.29,17.0,2073.0,313.0,573.0,221.0,8.2531,<1H OCEAN
+-121.27,38.14,40.0,929.0,257.0,576.0,229.0,2.125,INLAND
+-121.94,37.8,8.0,11336.0,1657.0,4089.0,1555.0,7.8287,<1H OCEAN
+-117.66,35.63,33.0,2579.0,564.0,1155.0,431.0,2.0441,INLAND
+-118.24,33.85,25.0,9594.0,1489.0,5237.0,1496.0,5.9684,<1H OCEAN
+-117.05,32.63,31.0,4911.0,861.0,2334.0,843.0,4.1958,NEAR OCEAN
+-122.07,37.96,34.0,1692.0,290.0,836.0,289.0,5.0172,NEAR BAY
+-117.12,32.75,37.0,2344.0,546.0,1134.0,513.0,2.4394,NEAR OCEAN
+-122.4,37.62,44.0,1619.0,362.0,1064.0,335.0,4.0238,NEAR OCEAN
+-119.35,36.2,29.0,1938.0,404.0,1487.0,414.0,1.7462,INLAND
+-116.22,33.74,26.0,4120.0,858.0,2918.0,815.0,3.3107,INLAND
+-117.2,34.26,17.0,9419.0,1455.0,1382.0,459.0,6.2233,INLAND
+-117.8,33.67,4.0,3345.0,552.0,1525.0,539.0,6.7962,<1H OCEAN
+-118.03,33.77,21.0,3803.0,898.0,1511.0,829.0,3.0,<1H OCEAN
+-122.4,37.73,45.0,3490.0,712.0,2337.0,781.0,3.4472,NEAR BAY
+-117.44,33.96,29.0,124.0,22.0,50.0,18.0,12.5381,INLAND
+-117.66,34.08,36.0,1485.0,236.0,623.0,261.0,3.3036,INLAND
+-118.3,34.01,48.0,4217.0,1095.0,3298.0,949.0,1.9152,<1H OCEAN
+-121.44,38.57,52.0,3080.0,545.0,975.0,495.0,3.776,INLAND
+-122.08,37.61,6.0,2605.0,474.0,1568.0,433.0,5.0406,NEAR BAY
+-121.8,36.72,14.0,2493.0,407.0,1296.0,418.0,5.4508,<1H OCEAN
+-122.49,37.69,36.0,1344.0,258.0,782.0,265.0,4.5,NEAR OCEAN
+-118.44,34.21,41.0,1440.0,325.0,1014.0,322.0,2.875,<1H OCEAN
+-123.02,38.81,45.0,1717.0,389.0,916.0,367.0,3.2425,<1H OCEAN
+-122.2,37.82,39.0,3770.0,534.0,1265.0,500.0,6.3302,NEAR BAY
+-122.41,37.63,39.0,4220.0,1055.0,2720.0,1046.0,2.639,NEAR OCEAN
+-120.46,34.74,15.0,2185.0,386.0,827.0,336.0,5.3765,NEAR OCEAN
+-121.4,38.47,4.0,20982.0,3392.0,10329.0,3086.0,4.3658,INLAND
+-118.21,34.03,44.0,1550.0,407.0,1718.0,403.0,2.5268,<1H OCEAN
+-117.27,34.49,7.0,2344.0,351.0,846.0,314.0,4.7361,INLAND
+-117.24,32.82,20.0,2467.0,332.0,731.0,335.0,7.2559,NEAR OCEAN
+-117.11,32.64,23.0,1619.0,447.0,1025.0,415.0,1.858,NEAR OCEAN
+-122.01,37.55,34.0,2791.0,495.0,1276.0,468.0,4.9167,NEAR BAY
+-122.18,39.93,35.0,1387.0,272.0,610.0,237.0,2.1759,INLAND
+-122.7,38.35,14.0,1555.0,369.0,493.0,335.0,1.6033,<1H OCEAN
+-118.08,33.79,34.0,2840.0,395.0,1127.0,396.0,7.6144,<1H OCEAN
+-118.28,33.91,41.0,620.0,133.0,642.0,162.0,2.6546,<1H OCEAN
+-117.18,32.76,52.0,2023.0,301.0,649.0,285.0,4.7396,NEAR OCEAN
+-120.87,39.18,25.0,2691.0,598.0,964.0,373.0,3.9196,INLAND
+-122.21,37.8,52.0,3519.0,711.0,1883.0,706.0,3.4861,NEAR BAY
+-121.35,38.28,17.0,2756.0,557.0,1986.0,530.0,3.2234,INLAND
+-118.58,34.2,21.0,2979.0,744.0,1824.0,692.0,3.5,<1H OCEAN
+-122.55,38.03,29.0,7174.0,1169.0,3063.0,1172.0,6.0902,NEAR BAY
+-119.16,34.15,23.0,3204.0,644.0,2295.0,614.0,3.9485,NEAR OCEAN
+-121.87,37.41,24.0,3308.0,548.0,1891.0,544.0,5.6683,<1H OCEAN
+-118.13,33.81,36.0,1749.0,322.0,855.0,319.0,4.6473,<1H OCEAN
+-120.79,37.08,9.0,97.0,20.0,91.0,22.0,2.9063,INLAND
+-118.15,33.96,33.0,1471.0,451.0,2272.0,482.0,2.5385,<1H OCEAN
+-116.5,33.82,16.0,343.0,85.0,29.0,14.0,2.1042,INLAND
+-118.18,33.86,43.0,2752.0,645.0,1674.0,614.0,3.6719,<1H OCEAN
+-121.37,38.7,18.0,3938.0,649.0,1861.0,606.0,3.6484,INLAND
+-117.18,33.78,7.0,1697.0,424.0,808.0,354.0,1.3417,INLAND
+-122.09,37.38,34.0,1959.0,342.0,849.0,357.0,6.2884,NEAR BAY
+-117.15,32.92,16.0,1972.0,402.0,1377.0,413.0,4.4615,<1H OCEAN
+-119.71,34.42,49.0,1560.0,436.0,1041.0,411.0,2.925,<1H OCEAN
+-121.61,37.86,30.0,1428.0,287.0,989.0,287.0,3.691,INLAND
+-119.27,35.5,34.0,1367.0,329.0,796.0,319.0,2.8269,INLAND
+-118.29,33.99,46.0,2198.0,530.0,2067.0,497.0,2.0542,<1H OCEAN
+-118.96,35.37,41.0,1463.0,339.0,1066.0,318.0,1.7467,INLAND
+-117.97,34.06,31.0,2516.0,,2194.0,497.0,3.2413,<1H OCEAN
+-117.8,33.69,13.0,1161.0,289.0,630.0,296.0,3.3438,<1H OCEAN
+-117.61,33.44,17.0,2036.0,272.0,713.0,265.0,6.5954,NEAR OCEAN
+-119.33,36.22,9.0,3748.0,644.0,1955.0,620.0,4.2011,INLAND
+-120.99,39.22,16.0,1497.0,275.0,737.0,243.0,2.8942,INLAND
+-117.18,34.06,52.0,954.0,233.0,533.0,239.0,1.3021,INLAND
+-118.09,33.95,36.0,1991.0,396.0,1306.0,403.0,4.5,<1H OCEAN
+-118.98,35.36,15.0,1482.0,338.0,1059.0,279.0,1.2617,INLAND
+-118.12,34.08,35.0,2248.0,,1762.0,622.0,3.0,<1H OCEAN
+-122.36,40.69,32.0,3611.0,772.0,2060.0,759.0,1.7427,INLAND
+-117.01,32.77,34.0,3330.0,723.0,1592.0,656.0,2.6678,<1H OCEAN
+-118.2,33.81,46.0,1388.0,254.0,742.0,241.0,4.6458,NEAR OCEAN
+-118.34,33.92,29.0,1475.0,349.0,965.0,370.0,3.3558,<1H OCEAN
+-121.97,37.53,26.0,2506.0,387.0,1273.0,406.0,5.4299,<1H OCEAN
+-117.87,33.99,21.0,2837.0,515.0,2031.0,555.0,4.9271,<1H OCEAN
+-117.88,34.14,23.0,2308.0,322.0,1001.0,317.0,7.5112,INLAND
+-122.22,40.18,13.0,3719.0,803.0,1754.0,764.0,2.3517,INLAND
+-119.81,34.44,14.0,961.0,305.0,662.0,286.0,3.2115,NEAR OCEAN
+-118.41,33.92,22.0,2340.0,584.0,1141.0,554.0,4.5729,<1H OCEAN
+-123.88,40.93,28.0,1272.0,259.0,519.0,220.0,3.2891,<1H OCEAN
+-118.41,34.0,46.0,105.0,20.0,69.0,19.0,3.9643,<1H OCEAN
+-121.99,36.96,16.0,875.0,201.0,300.0,157.0,2.625,NEAR OCEAN
+-119.33,36.19,27.0,418.0,163.0,332.0,141.0,1.0714,INLAND
+-115.56,32.8,28.0,1672.0,416.0,1335.0,397.0,1.5987,INLAND
+-121.89,37.35,43.0,1185.0,296.0,933.0,244.0,2.925,<1H OCEAN
+-122.24,38.12,42.0,1625.0,255.0,578.0,243.0,4.0114,NEAR BAY
+-122.64,38.23,52.0,2156.0,469.0,1070.0,467.0,3.3011,<1H OCEAN
+-122.65,38.24,24.0,1948.0,310.0,922.0,313.0,4.95,<1H OCEAN
+-121.44,38.63,38.0,1402.0,370.0,970.0,382.0,1.6343,INLAND
+-121.31,38.01,22.0,2101.0,514.0,1304.0,511.0,2.8348,INLAND
+-116.47,33.84,3.0,9169.0,1512.0,3838.0,1270.0,4.3111,INLAND
+-117.08,32.57,18.0,2203.0,544.0,1943.0,497.0,2.25,NEAR OCEAN
+-118.11,33.91,19.0,3056.0,759.0,1561.0,740.0,3.1369,<1H OCEAN
+-117.31,34.11,41.0,1105.0,257.0,816.0,197.0,1.9375,INLAND
+-117.44,34.09,12.0,3598.0,828.0,2588.0,781.0,2.375,INLAND
+-121.31,38.72,11.0,2306.0,420.0,1308.0,418.0,3.9506,INLAND
+-117.28,34.11,39.0,1573.0,418.0,1258.0,359.0,1.4896,INLAND
+-122.45,37.67,35.0,491.0,98.0,274.0,97.0,4.4286,NEAR OCEAN
+-122.24,37.79,47.0,1372.0,395.0,1237.0,303.0,2.125,NEAR BAY
+-121.93,37.28,34.0,2422.0,370.0,1010.0,395.0,5.6494,<1H OCEAN
+-118.43,34.29,38.0,1237.0,298.0,1073.0,293.0,3.6726,<1H OCEAN
+-118.31,34.1,33.0,766.0,347.0,918.0,305.0,1.705,<1H OCEAN
+-118.17,33.88,42.0,1645.0,371.0,1161.0,351.0,3.0893,<1H OCEAN
+-118.07,34.13,27.0,3787.0,913.0,1992.0,853.0,3.301,INLAND
+-117.24,34.11,23.0,1920.0,454.0,1161.0,358.0,2.2109,INLAND
+-122.91,39.07,21.0,2202.0,484.0,1000.0,381.0,2.4423,INLAND
+-118.26,34.05,52.0,58.0,52.0,41.0,27.0,4.0972,<1H OCEAN
+-119.46,35.14,30.0,2943.0,,1565.0,584.0,2.5313,INLAND
+-122.28,37.9,52.0,2261.0,328.0,819.0,335.0,4.9083,NEAR BAY
+-122.12,37.94,22.0,4949.0,626.0,1850.0,590.0,10.4549,NEAR BAY
+-114.6,33.62,16.0,3741.0,801.0,2434.0,824.0,2.6797,INLAND
+-118.27,34.06,26.0,513.0,338.0,1204.0,321.0,1.4904,<1H OCEAN
+-117.13,32.73,52.0,2676.0,557.0,1181.0,537.0,3.6058,NEAR OCEAN
+-118.35,33.91,26.0,2159.0,523.0,1331.0,520.0,3.87,<1H OCEAN
+-121.61,39.13,33.0,2559.0,539.0,1583.0,504.0,1.4727,INLAND
+-122.04,36.97,45.0,1302.0,245.0,621.0,258.0,5.1806,NEAR OCEAN
+-117.05,32.69,14.0,1689.0,555.0,1319.0,527.0,3.16,NEAR OCEAN
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+-118.39,34.05,25.0,2814.0,701.0,1139.0,658.0,4.0153,<1H OCEAN
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ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_002/info.json

@@ -0,0 +1,77 @@
+{
+    "name": "California Housing Prices",
+    "source": "https://www.kaggle.com/datasets/camnugent/california-housing-prices/data",
+    "data_intro": "The data pertains to the houses found in a given California district and some summary stats about them based on the 1990 census data.",
+    "is_splited": false,
+    "overall_size": 20640,
+    "train_size": 0,
+    "test_size": 0,
+    "c_classes": 1,
+    "n_classes": 9,
+    "task_type": "regression",
+    "target": {
+        "median_house_value": "Given the location and population and other information, predict the median house value or population or total_bedrooms of the block in US Dollars"
+    },
+    "cat_feature_intro": {
+        "ocean_proximity": "- ocean_proximity: Location of the house w.r.t ocean/sea, NEAR BAY, NEAR OCEAN, INLAND, <1H OCEAN"
+    },
+    "num_feature_intro": {
+        "longitude": "- longitude: The longitude of the house",
+        "latitude": "- latitude: The latitude of the house",
+        "housing_median_age": "- housing_median_age: Median age of a house within a block; a lower number is a newer building",
+        "total_rooms": "- total_rooms: Total number of rooms in the house",
+        "total_bedrooms": "- total_bedrooms: Total number of rooms within a block",
+        "population": "- population: Total number of people residing within a block",
+        "households": "- households: Total number of households, a group of people residing within a home unit, for a block",
+        "median_income": "- median_income: Median income for households within a block of houses (measured in tens of thousands of US Dollars",
+        "median_house_value": "median_house_value: Median house value for households within a block (measured in US Dollars)"
+    },
+    "evaluation_metric": null,
+    "num_feature_value": {
+        "households": [
+            1.0,
+            6082.0
+        ],
+        "housing_median_age": [
+            1.0,
+            52.0
+        ],
+        "latitude": [
+            32.54,
+            41.95
+        ],
+        "longitude": [
+            -124.35,
+            -114.31
+        ],
+        "median_house_value": [
+            14999.0,
+            500001.0
+        ],
+        "median_income": [
+            0.4999,
+            15.0001
+        ],
+        "population": [
+            3.0,
+            35682.0
+        ],
+        "total_bedrooms": [
+            1.0,
+            6445.0
+        ],
+        "total_rooms": [
+            2.0,
+            39320.0
+        ]
+    },
+    "cat_feature_value": {
+        "ocean_proximity": [
+            "<1H OCEAN",
+            "INLAND",
+            "ISLAND",
+            "NEAR BAY",
+            "NEAR OCEAN"
+        ]
+    }
+}

ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_002/test.csv

@@ -0,0 +1,501 @@
+longitude,latitude,housing_median_age,total_rooms,total_bedrooms,population,households,median_income,median_house_value,ocean_proximity
+-120.29,35.56,15.0,4760.0,871.0,2459.0,734.0,2.811,142100.0,<1H OCEAN
+-121.96,37.1,20.0,922.0,155.0,361.0,135.0,6.3617,331500.0,<1H OCEAN
+-120.48,37.31,42.0,2361.0,512.0,1684.0,511.0,2.355,75600.0,INLAND
+-117.21,32.75,15.0,1716.0,702.0,914.0,672.0,1.0612,300000.0,NEAR OCEAN
+-122.44,37.73,52.0,2381.0,492.0,1485.0,447.0,4.3898,270000.0,NEAR BAY
+-121.49,38.55,52.0,2515.0,460.0,836.0,442.0,3.3844,151100.0,INLAND
+-117.96,33.8,33.0,1984.0,420.0,1119.0,387.0,3.4821,231300.0,<1H OCEAN
+-117.08,32.91,9.0,1547.0,218.0,683.0,231.0,7.5604,327900.0,<1H OCEAN
+-122.62,38.94,13.0,524.0,129.0,215.0,90.0,1.5455,55000.0,INLAND
+-118.85,34.19,27.0,2287.0,320.0,967.0,321.0,6.5162,349400.0,<1H OCEAN
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+-121.84,36.52,18.0,3165.0,533.0,1312.0,434.0,6.5234,357400.0,NEAR OCEAN
+-122.4,37.71,47.0,1649.0,328.0,1183.0,356.0,3.3625,223700.0,NEAR BAY
+-117.41,33.93,35.0,793.0,150.0,669.0,128.0,4.0156,89300.0,INLAND
+-122.41,37.76,52.0,492.0,139.0,316.0,168.0,3.0865,225000.0,NEAR BAY
+-117.22,33.93,14.0,5104.0,1026.0,3513.0,972.0,3.2148,117000.0,INLAND
+-117.66,33.58,16.0,3016.0,394.0,1172.0,382.0,7.5196,315600.0,<1H OCEAN
+-117.7,34.08,33.0,4674.0,791.0,2769.0,784.0,4.1448,137300.0,INLAND
+-118.28,33.97,34.0,2771.0,802.0,2782.0,715.0,1.6652,99000.0,<1H OCEAN
+-118.49,34.11,27.0,6603.0,879.0,2336.0,868.0,13.2935,500001.0,<1H OCEAN
+-118.47,34.06,45.0,1271.0,190.0,419.0,171.0,7.6447,500001.0,<1H OCEAN
+-118.04,34.17,52.0,1885.0,401.0,764.0,373.0,4.0385,265700.0,INLAND
+-119.3,35.87,20.0,1934.0,377.0,1341.0,336.0,2.1434,62600.0,INLAND
+-121.54,39.13,18.0,4289.0,1021.0,2707.0,939.0,1.3375,59600.0,INLAND
+-117.96,33.77,32.0,4398.0,905.0,2777.0,884.0,4.1321,222800.0,<1H OCEAN
+-121.97,37.95,8.0,4253.0,709.0,1883.0,662.0,5.431,246700.0,INLAND
+-119.91,34.4,24.0,2001.0,365.0,1170.0,330.0,6.0992,268800.0,NEAR OCEAN
+-122.13,37.73,33.0,1996.0,268.0,686.0,270.0,6.9096,341800.0,NEAR BAY
+-121.97,37.53,35.0,2277.0,420.0,1353.0,413.0,4.75,197000.0,<1H OCEAN
+-117.24,32.73,37.0,2260.0,354.0,809.0,351.0,5.9113,388300.0,NEAR OCEAN
+-120.7,35.76,15.0,1914.0,425.0,1130.0,421.0,2.2165,90600.0,<1H OCEAN
+-122.41,37.61,43.0,1934.0,303.0,847.0,300.0,4.7381,347400.0,NEAR OCEAN
+-122.07,37.59,13.0,2578.0,551.0,1680.0,528.0,4.825,222000.0,NEAR BAY
+-118.16,33.88,30.0,1694.0,398.0,1181.0,383.0,2.9779,169500.0,<1H OCEAN
+-121.98,38.52,27.0,3044.0,565.0,1583.0,514.0,2.7989,126700.0,INLAND
+-119.94,38.95,25.0,1789.0,536.0,1134.0,396.0,2.32,91300.0,INLAND
+-122.05,37.63,5.0,3785.0,936.0,2240.0,792.0,3.2829,162500.0,NEAR BAY
+-122.65,41.72,15.0,3643.0,801.0,1784.0,743.0,1.8533,57500.0,INLAND
+-117.25,32.84,19.0,1759.0,214.0,659.0,195.0,10.7751,500001.0,NEAR OCEAN
+-117.99,33.75,30.0,1859.0,462.0,1314.0,418.0,3.0909,184400.0,<1H OCEAN
+-121.96,37.53,28.0,2949.0,529.0,1538.0,545.0,4.9615,228000.0,<1H OCEAN
+-117.0,33.29,17.0,2073.0,313.0,573.0,221.0,8.2531,419200.0,<1H OCEAN
+-121.27,38.14,40.0,929.0,257.0,576.0,229.0,2.125,137500.0,INLAND
+-121.94,37.8,8.0,11336.0,1657.0,4089.0,1555.0,7.8287,369200.0,<1H OCEAN
+-117.66,35.63,33.0,2579.0,564.0,1155.0,431.0,2.0441,42100.0,INLAND
+-118.24,33.85,25.0,9594.0,1489.0,5237.0,1496.0,5.9684,193300.0,<1H OCEAN
+-121.32,36.42,20.0,1054.0,269.0,1219.0,273.0,3.0437,76600.0,<1H OCEAN
+-117.05,32.63,31.0,4911.0,861.0,2334.0,843.0,4.1958,160100.0,NEAR OCEAN
+-122.01,37.32,32.0,3108.0,613.0,1577.0,603.0,4.6613,284000.0,<1H OCEAN
+-118.12,33.99,24.0,1705.0,479.0,2037.0,459.0,2.4219,137500.0,<1H OCEAN
+-118.06,33.9,37.0,1161.0,254.0,882.0,236.0,4.4167,158000.0,<1H OCEAN
+-121.88,37.35,52.0,1704.0,418.0,1336.0,411.0,2.8167,183500.0,<1H OCEAN
+-122.29,37.89,52.0,3171.0,698.0,1498.0,696.0,3.1795,218200.0,NEAR BAY
+-117.21,32.74,45.0,3025.0,583.0,1980.0,550.0,2.2982,87500.0,NEAR OCEAN
+-117.99,33.94,30.0,2395.0,565.0,1214.0,521.0,3.7045,212300.0,<1H OCEAN
+-121.84,36.61,15.0,2190.0,586.0,1570.0,510.0,1.875,122300.0,<1H OCEAN
+-118.05,34.06,45.0,531.0,164.0,722.0,166.0,2.1406,162500.0,<1H OCEAN
+-118.1,33.91,29.0,505.0,113.0,411.0,113.0,2.6397,164400.0,<1H OCEAN
+-122.06,37.95,36.0,2213.0,386.0,950.0,370.0,4.7386,186400.0,NEAR BAY
+-117.09,32.76,29.0,1650.0,496.0,882.0,445.0,2.2287,140000.0,NEAR OCEAN
+-122.07,37.96,34.0,1692.0,290.0,836.0,289.0,5.0172,197100.0,NEAR BAY
+-117.12,32.75,37.0,2344.0,546.0,1134.0,513.0,2.4394,118300.0,NEAR OCEAN
+-122.4,37.62,44.0,1619.0,362.0,1064.0,335.0,4.0238,224200.0,NEAR OCEAN
+-122.23,38.1,46.0,4143.0,895.0,2240.0,847.0,2.4201,92800.0,NEAR BAY
+-118.4,34.07,22.0,2170.0,593.0,850.0,520.0,2.9107,500001.0,<1H OCEAN
+-118.58,34.22,35.0,2560.0,441.0,1428.0,468.0,5.6345,228200.0,<1H OCEAN
+-119.35,36.2,29.0,1938.0,404.0,1487.0,414.0,1.7462,51100.0,INLAND
+-117.9,33.61,41.0,1521.0,328.0,527.0,275.0,4.0764,500001.0,<1H OCEAN
+-116.22,33.74,26.0,4120.0,858.0,2918.0,815.0,3.3107,69400.0,INLAND
+-117.2,34.26,17.0,9419.0,1455.0,1382.0,459.0,6.2233,230900.0,INLAND
+-123.36,39.41,46.0,1748.0,362.0,808.0,330.0,2.9183,76900.0,<1H OCEAN
+-118.16,34.06,25.0,4284.0,741.0,2163.0,701.0,6.1509,315100.0,<1H OCEAN
+-117.8,33.67,4.0,3345.0,552.0,1525.0,539.0,6.7962,329100.0,<1H OCEAN
+-118.3,33.76,6.0,6097.0,1270.0,2678.0,1226.0,5.1269,285200.0,<1H OCEAN
+-118.03,33.77,21.0,3803.0,898.0,1511.0,829.0,3.0,221200.0,<1H OCEAN
+-117.3,33.07,14.0,2670.0,426.0,1034.0,407.0,6.4247,295100.0,NEAR OCEAN
+-118.19,33.99,40.0,1547.0,434.0,1930.0,427.0,3.3869,157300.0,<1H OCEAN
+-117.46,34.14,10.0,714.0,131.0,381.0,119.0,0.8926,116100.0,INLAND
+-122.4,37.73,45.0,3490.0,712.0,2337.0,781.0,3.4472,225400.0,NEAR BAY
+-121.92,36.54,33.0,5323.0,887.0,1670.0,740.0,3.9792,468000.0,NEAR OCEAN
+-117.92,34.03,35.0,1469.0,306.0,1285.0,308.0,3.9219,159500.0,<1H OCEAN
+-118.02,33.83,26.0,3616.0,892.0,2257.0,821.0,3.1497,217600.0,<1H OCEAN
+-117.44,33.96,29.0,124.0,22.0,50.0,18.0,12.5381,112500.0,INLAND
+-118.16,33.89,46.0,940.0,219.0,599.0,214.0,3.2813,190900.0,<1H OCEAN
+-117.66,34.08,36.0,1485.0,236.0,623.0,261.0,3.3036,141000.0,INLAND
+-122.09,37.89,35.0,880.0,139.0,352.0,132.0,6.8686,406500.0,NEAR BAY
+-118.3,34.01,48.0,4217.0,1095.0,3298.0,949.0,1.9152,122300.0,<1H OCEAN
+-122.08,37.69,42.0,1414.0,274.0,629.0,244.0,3.3478,184900.0,NEAR BAY
+-117.99,33.74,26.0,4065.0,741.0,1960.0,739.0,4.506,240000.0,<1H OCEAN
+-122.25,37.86,52.0,1587.0,444.0,878.0,449.0,1.7652,336800.0,NEAR BAY
+-121.44,38.57,52.0,3080.0,545.0,975.0,495.0,3.776,164500.0,INLAND
+-118.42,33.97,44.0,1462.0,240.0,562.0,237.0,4.9375,365200.0,<1H OCEAN
+-122.08,37.61,6.0,2605.0,474.0,1568.0,433.0,5.0406,261400.0,NEAR BAY
+-121.93,37.93,16.0,2876.0,391.0,1089.0,377.0,6.299,286900.0,INLAND
+-121.8,36.72,14.0,2493.0,407.0,1296.0,418.0,5.4508,190000.0,<1H OCEAN
+-118.39,34.01,25.0,1101.0,285.0,543.0,294.0,2.3571,340600.0,<1H OCEAN
+-117.9,33.91,26.0,2885.0,476.0,1227.0,439.0,4.9524,226600.0,<1H OCEAN
+-121.87,37.31,6.0,3797.0,984.0,2437.0,904.0,3.6802,152400.0,<1H OCEAN
+-122.49,37.69,36.0,1344.0,258.0,782.0,265.0,4.5,275600.0,NEAR OCEAN
+-118.8,34.19,4.0,15572.0,2222.0,5495.0,2152.0,8.6499,500001.0,<1H OCEAN
+-117.85,34.11,27.0,1748.0,403.0,985.0,416.0,3.1133,180600.0,INLAND
+-122.11,37.39,36.0,1660.0,261.0,655.0,249.0,6.3967,500001.0,NEAR BAY
+-120.31,37.29,40.0,1542.0,341.0,1283.0,341.0,1.6929,55900.0,INLAND
+-118.29,33.96,31.0,4022.0,1208.0,3707.0,1007.0,1.3096,116300.0,<1H OCEAN
+-122.28,37.81,52.0,340.0,97.0,200.0,87.0,1.5208,112500.0,NEAR BAY
+-122.43,37.76,52.0,2332.0,434.0,861.0,406.0,4.4318,437500.0,NEAR BAY
+-118.44,34.21,41.0,1440.0,325.0,1014.0,322.0,2.875,168600.0,<1H OCEAN
+-118.25,34.12,21.0,739.0,265.0,861.0,246.0,2.4856,181300.0,<1H OCEAN
+-122.91,39.06,21.0,1236.0,238.0,601.0,261.0,1.939,100300.0,INLAND
+-117.14,32.9,16.0,3217.0,,2054.0,687.0,4.2234,162100.0,<1H OCEAN
+-123.02,38.81,45.0,1717.0,389.0,916.0,367.0,3.2425,138800.0,<1H OCEAN
+-122.2,37.82,39.0,3770.0,534.0,1265.0,500.0,6.3302,362800.0,NEAR BAY
+-122.28,38.29,23.0,1398.0,388.0,1112.0,406.0,2.2366,140200.0,NEAR BAY
+-122.27,37.78,13.0,2020.0,535.0,959.0,486.0,5.2601,292700.0,NEAR BAY
+-122.41,37.63,39.0,4220.0,1055.0,2720.0,1046.0,2.639,242500.0,NEAR OCEAN
+-120.46,34.74,15.0,2185.0,386.0,827.0,336.0,5.3765,223100.0,NEAR OCEAN
+-117.67,33.49,15.0,2782.0,579.0,983.0,525.0,2.1935,183300.0,<1H OCEAN
+-121.99,37.77,14.0,8213.0,1364.0,3283.0,1286.0,5.1755,294800.0,<1H OCEAN
+-121.4,38.47,4.0,20982.0,3392.0,10329.0,3086.0,4.3658,130600.0,INLAND
+-117.11,32.81,15.0,3428.0,491.0,2303.0,486.0,2.5953,67500.0,NEAR OCEAN
+-117.67,35.63,32.0,3661.0,787.0,1613.0,706.0,3.0687,63500.0,INLAND
+-120.86,37.4,17.0,3511.0,636.0,1904.0,617.0,3.1111,113900.0,INLAND
+-122.02,37.39,35.0,2297.0,497.0,1428.0,497.0,4.7431,239700.0,<1H OCEAN
+-121.46,38.55,40.0,2077.0,435.0,1454.0,385.0,2.0074,57000.0,INLAND
+-121.62,36.43,20.0,1335.0,290.0,717.0,243.0,4.7891,230600.0,<1H OCEAN
+-118.21,34.03,44.0,1550.0,407.0,1718.0,403.0,2.5268,141100.0,<1H OCEAN
+-117.27,34.49,7.0,2344.0,351.0,846.0,314.0,4.7361,174500.0,INLAND
+-121.86,37.35,43.0,1536.0,371.0,1256.0,357.0,2.8,153300.0,<1H OCEAN
+-119.31,36.31,18.0,3860.0,760.0,1643.0,664.0,2.0714,92600.0,INLAND
+-117.77,33.71,15.0,2102.0,295.0,1060.0,303.0,7.3141,337100.0,<1H OCEAN
+-119.97,36.57,17.0,1497.0,308.0,1425.0,247.0,2.0313,69400.0,INLAND
+-117.24,32.82,20.0,2467.0,332.0,731.0,335.0,7.2559,392300.0,NEAR OCEAN
+-117.64,33.87,2.0,17470.0,2727.0,5964.0,1985.0,6.2308,257900.0,<1H OCEAN
+-117.35,34.17,28.0,1905.0,372.0,1480.0,341.0,2.9844,79200.0,INLAND
+-117.26,32.81,30.0,1328.0,346.0,577.0,328.0,2.3284,290600.0,NEAR OCEAN
+-117.11,32.64,23.0,1619.0,447.0,1025.0,415.0,1.858,67500.0,NEAR OCEAN
+-122.01,37.55,34.0,2791.0,495.0,1276.0,468.0,4.9167,256300.0,NEAR BAY
+-118.29,33.79,10.0,3708.0,1016.0,2855.0,948.0,2.0,165400.0,<1H OCEAN
+-122.18,39.93,35.0,1387.0,272.0,610.0,237.0,2.1759,59500.0,INLAND
+-122.7,38.35,14.0,1555.0,369.0,493.0,335.0,1.6033,67500.0,<1H OCEAN
+-118.08,33.79,34.0,2840.0,395.0,1127.0,396.0,7.6144,376200.0,<1H OCEAN
+-118.28,33.91,41.0,620.0,133.0,642.0,162.0,2.6546,159600.0,<1H OCEAN
+-117.18,32.76,52.0,2023.0,301.0,649.0,285.0,4.7396,441700.0,NEAR OCEAN
+-118.34,34.09,52.0,1731.0,502.0,849.0,466.0,3.2946,321600.0,<1H OCEAN
+-118.12,34.19,52.0,2405.0,299.0,970.0,319.0,8.7835,444100.0,INLAND
+-120.87,39.18,25.0,2691.0,598.0,964.0,373.0,3.9196,142700.0,INLAND
+-122.34,37.94,44.0,1917.0,444.0,936.0,435.0,2.7391,140300.0,NEAR BAY
+-118.04,33.72,15.0,1836.0,490.0,942.0,477.0,4.0238,182500.0,<1H OCEAN
+-122.21,37.8,52.0,3519.0,711.0,1883.0,706.0,3.4861,187100.0,NEAR BAY
+-117.08,32.57,9.0,6298.0,1512.0,4451.0,1456.0,2.569,88300.0,NEAR OCEAN
+-122.58,38.12,13.0,5027.0,871.0,1912.0,770.0,4.9286,309500.0,NEAR BAY
+-121.35,38.28,17.0,2756.0,557.0,1986.0,530.0,3.2234,82000.0,INLAND
+-117.29,34.14,45.0,1598.0,314.0,771.0,319.0,2.5417,82900.0,INLAND
+-122.16,37.72,38.0,1007.0,245.0,618.0,239.0,2.875,144800.0,NEAR BAY
+-122.44,37.63,35.0,5113.0,959.0,3004.0,964.0,4.7625,281300.0,NEAR OCEAN
+-121.69,39.36,29.0,2220.0,471.0,1170.0,428.0,2.3224,56200.0,INLAND
+-118.58,34.2,21.0,2979.0,744.0,1824.0,692.0,3.5,223700.0,<1H OCEAN
+-121.49,38.58,52.0,1000.0,324.0,456.0,250.0,1.4375,168800.0,INLAND
+-118.14,33.84,43.0,2107.0,439.0,876.0,429.0,3.2024,339400.0,<1H OCEAN
+-122.55,38.03,29.0,7174.0,1169.0,3063.0,1172.0,6.0902,293200.0,NEAR BAY
+-119.16,34.15,23.0,3204.0,644.0,2295.0,614.0,3.9485,196600.0,NEAR OCEAN
+-117.05,32.61,21.0,6034.0,1205.0,3795.0,1146.0,3.2633,129700.0,NEAR OCEAN
+-122.06,36.96,52.0,65.0,17.0,24.0,10.0,4.5,258300.0,NEAR OCEAN
+-117.94,33.82,34.0,1347.0,212.0,676.0,201.0,3.8828,215400.0,<1H OCEAN
+-121.87,37.41,24.0,3308.0,548.0,1891.0,544.0,5.6683,248700.0,<1H OCEAN
+-117.8,33.89,25.0,3121.0,381.0,1278.0,389.0,7.0217,357900.0,<1H OCEAN
+-118.13,33.81,36.0,1749.0,322.0,855.0,319.0,4.6473,227100.0,<1H OCEAN
+-120.79,37.08,9.0,97.0,20.0,91.0,22.0,2.9063,55000.0,INLAND
+-122.23,38.17,45.0,350.0,,225.0,72.0,1.8942,216700.0,NEAR BAY
+-118.15,33.96,33.0,1471.0,451.0,2272.0,482.0,2.5385,160900.0,<1H OCEAN
+-122.02,37.35,17.0,2975.0,608.0,1465.0,577.0,5.8779,362200.0,<1H OCEAN
+-117.17,32.79,44.0,2262.0,647.0,3009.0,657.0,2.2663,123600.0,NEAR OCEAN
+-116.5,33.82,16.0,343.0,85.0,29.0,14.0,2.1042,87500.0,INLAND
+-122.04,37.31,24.0,3388.0,633.0,1627.0,585.0,5.154,355100.0,<1H OCEAN
+-118.18,33.86,43.0,2752.0,645.0,1674.0,614.0,3.6719,161300.0,<1H OCEAN
+-121.37,38.7,18.0,3938.0,649.0,1861.0,606.0,3.6484,95000.0,INLAND
+-117.18,33.78,7.0,1697.0,424.0,808.0,354.0,1.3417,169300.0,INLAND
+-119.7,36.75,11.0,3626.0,779.0,1819.0,731.0,2.4956,87500.0,INLAND
+-122.09,37.38,34.0,1959.0,342.0,849.0,357.0,6.2884,414700.0,NEAR BAY
+-117.15,32.92,16.0,1972.0,402.0,1377.0,413.0,4.4615,168300.0,<1H OCEAN
+-117.18,32.84,30.0,2290.0,523.0,1272.0,472.0,3.5606,165100.0,NEAR OCEAN
+-120.71,37.39,11.0,1479.0,341.0,1476.0,327.0,3.2721,73800.0,INLAND
+-117.25,34.49,4.0,2372.0,361.0,1017.0,322.0,5.1112,170900.0,INLAND
+-118.27,33.93,38.0,2073.0,500.0,1657.0,470.0,1.2098,88400.0,<1H OCEAN
+-119.71,34.42,49.0,1560.0,436.0,1041.0,411.0,2.925,246900.0,<1H OCEAN
+-121.91,37.69,18.0,2876.0,423.0,1395.0,427.0,6.3132,259200.0,<1H OCEAN
+-119.78,36.83,18.0,4164.0,741.0,1817.0,681.0,4.2153,95200.0,INLAND
+-121.27,38.13,35.0,2607.0,685.0,2016.0,618.0,1.75,82900.0,INLAND
+-121.97,37.28,25.0,4707.0,695.0,1995.0,642.0,6.6437,296100.0,<1H OCEAN
+-121.61,37.86,30.0,1428.0,287.0,989.0,287.0,3.691,154400.0,INLAND
+-119.23,34.19,16.0,5297.0,810.0,1489.0,667.0,6.4522,500001.0,NEAR OCEAN
+-119.27,35.5,34.0,1367.0,329.0,796.0,319.0,2.8269,61100.0,INLAND
+-119.02,35.43,39.0,2033.0,370.0,956.0,379.0,3.1736,70700.0,INLAND
+-118.2,34.21,42.0,1493.0,237.0,665.0,224.0,6.7571,443900.0,<1H OCEAN
+-120.67,35.62,6.0,12779.0,2441.0,6085.0,2157.0,3.8661,168100.0,<1H OCEAN
+-118.29,33.99,46.0,2198.0,530.0,2067.0,497.0,2.0542,103400.0,<1H OCEAN
+-118.36,34.05,42.0,1372.0,,674.0,271.0,2.8793,202100.0,<1H OCEAN
+-118.96,35.37,41.0,1463.0,339.0,1066.0,318.0,1.7467,52400.0,INLAND
+-117.97,34.06,31.0,2516.0,,2194.0,497.0,3.2413,155500.0,<1H OCEAN
+-117.8,33.69,13.0,1161.0,289.0,630.0,296.0,3.3438,333300.0,<1H OCEAN
+-118.21,34.05,45.0,2146.0,607.0,2868.0,625.0,2.121,144000.0,<1H OCEAN
+-121.82,37.38,32.0,3747.0,665.0,1687.0,649.0,5.4949,330800.0,<1H OCEAN
+-117.61,33.44,17.0,2036.0,272.0,713.0,265.0,6.5954,346200.0,NEAR OCEAN
+-119.33,36.22,9.0,3748.0,644.0,1955.0,620.0,4.2011,108100.0,INLAND
+-120.99,39.22,16.0,1497.0,275.0,737.0,243.0,2.8942,182500.0,INLAND
+-117.18,34.06,52.0,954.0,233.0,533.0,239.0,1.3021,100000.0,INLAND
+-118.09,33.95,36.0,1991.0,396.0,1306.0,403.0,4.5,166600.0,<1H OCEAN
+-117.32,33.51,4.0,966.0,133.0,311.0,92.0,5.2066,500001.0,<1H OCEAN
+-118.98,35.36,15.0,1482.0,338.0,1059.0,279.0,1.2617,42700.0,INLAND
+-118.12,34.08,35.0,2248.0,,1762.0,622.0,3.0,253900.0,<1H OCEAN
+-117.87,34.08,33.0,3630.0,800.0,2257.0,796.0,3.2469,206900.0,<1H OCEAN
+-122.36,40.69,32.0,3611.0,772.0,2060.0,759.0,1.7427,60600.0,INLAND
+-117.01,32.77,34.0,3330.0,723.0,1592.0,656.0,2.6678,164200.0,<1H OCEAN
+-117.32,33.96,19.0,3216.0,666.0,1363.0,629.0,3.7585,144500.0,INLAND
+-118.2,33.81,46.0,1388.0,254.0,742.0,241.0,4.6458,212100.0,NEAR OCEAN
+-117.4,33.94,30.0,1198.0,251.0,1019.0,214.0,3.0509,82700.0,INLAND
+-122.12,37.81,26.0,4048.0,513.0,1486.0,498.0,7.6717,416500.0,NEAR BAY
+-118.41,33.93,22.0,2514.0,605.0,1225.0,568.0,4.1818,339700.0,<1H OCEAN
+-118.34,33.92,29.0,1475.0,349.0,965.0,370.0,3.3558,199600.0,<1H OCEAN
+-118.28,33.75,21.0,2442.0,719.0,1916.0,646.0,1.2276,208300.0,NEAR OCEAN
+-122.25,37.86,48.0,2153.0,517.0,1656.0,459.0,3.0417,489600.0,NEAR BAY
+-117.08,32.7,35.0,1477.0,264.0,852.0,279.0,3.1786,100600.0,NEAR OCEAN
+-122.28,37.85,52.0,610.0,145.0,281.0,132.0,2.9018,119400.0,NEAR BAY
+-121.97,37.53,26.0,2506.0,387.0,1273.0,406.0,5.4299,236400.0,<1H OCEAN
+-118.13,34.07,32.0,1880.0,428.0,1404.0,424.0,3.085,220500.0,<1H OCEAN
+-117.87,33.99,21.0,2837.0,515.0,2031.0,555.0,4.9271,209700.0,<1H OCEAN
+-118.22,33.89,37.0,797.0,190.0,485.0,166.0,2.7434,95200.0,<1H OCEAN
+-118.29,33.99,46.0,2608.0,636.0,1766.0,596.0,1.5846,114800.0,<1H OCEAN
+-117.88,34.14,23.0,2308.0,322.0,1001.0,317.0,7.5112,355500.0,INLAND
+-118.18,34.01,39.0,322.0,82.0,319.0,90.0,2.6364,148800.0,<1H OCEAN
+-122.22,40.18,13.0,3719.0,803.0,1754.0,764.0,2.3517,88900.0,INLAND
+-122.15,37.76,39.0,1823.0,286.0,763.0,270.0,6.0749,196900.0,NEAR BAY
+-118.47,34.06,26.0,6577.0,1789.0,2937.0,1652.0,4.801,500001.0,<1H OCEAN
+-117.99,34.08,11.0,2399.0,527.0,2307.0,531.0,3.5625,141000.0,INLAND
+-119.81,34.44,14.0,961.0,305.0,662.0,286.0,3.2115,206300.0,NEAR OCEAN
+-120.97,37.68,16.0,2493.0,535.0,1370.0,504.0,3.3368,121200.0,INLAND
+-120.05,36.98,16.0,3705.0,739.0,2463.0,697.0,2.5288,61800.0,INLAND
+-118.41,33.92,22.0,2340.0,584.0,1141.0,554.0,4.5729,337500.0,<1H OCEAN
+-117.11,32.8,17.0,3890.0,586.0,2791.0,595.0,3.2197,67500.0,NEAR OCEAN
+-117.39,33.93,26.0,3014.0,494.0,1832.0,485.0,4.8333,127900.0,INLAND
+-118.35,33.91,31.0,2583.0,663.0,1675.0,612.0,3.5234,265000.0,<1H OCEAN
+-122.24,37.47,35.0,2283.0,491.0,1148.0,436.0,4.5556,318600.0,NEAR OCEAN
+-118.09,34.02,28.0,1984.0,313.0,1099.0,343.0,4.5526,250200.0,<1H OCEAN
+-122.01,37.36,25.0,2796.0,429.0,1267.0,426.0,6.6329,349000.0,<1H OCEAN
+-123.88,40.93,28.0,1272.0,259.0,519.0,220.0,3.2891,106300.0,<1H OCEAN
+-118.21,34.02,43.0,1811.0,513.0,2123.0,487.0,1.3615,133300.0,<1H OCEAN
+-118.41,34.0,18.0,1307.0,441.0,884.0,456.0,2.9338,276300.0,<1H OCEAN
+-121.76,38.25,32.0,1495.0,333.0,905.0,281.0,2.625,212500.0,INLAND
+-118.44,34.25,35.0,1583.0,324.0,1481.0,351.0,3.7,176000.0,<1H OCEAN
+-118.41,34.0,46.0,105.0,20.0,69.0,19.0,3.9643,275000.0,<1H OCEAN
+-119.82,36.81,25.0,3305.0,551.0,1149.0,500.0,5.0698,150900.0,INLAND
+-121.99,36.96,16.0,875.0,201.0,300.0,157.0,2.625,377300.0,NEAR OCEAN
+-122.3,37.89,36.0,1077.0,293.0,518.0,276.0,3.0208,206300.0,NEAR BAY
+-119.33,36.19,27.0,418.0,163.0,332.0,141.0,1.0714,63800.0,INLAND
+-121.53,38.48,5.0,27870.0,5027.0,11935.0,4855.0,4.8811,212200.0,INLAND
+-117.98,33.94,36.0,4297.0,717.0,2038.0,700.0,5.2851,258800.0,<1H OCEAN
+-121.26,37.98,41.0,1633.0,433.0,885.0,413.0,0.9782,54200.0,INLAND
+-118.58,34.06,25.0,4440.0,693.0,1560.0,636.0,8.8666,500001.0,<1H OCEAN
+-118.18,33.78,36.0,1697.0,550.0,1379.0,434.0,1.2746,129700.0,NEAR OCEAN
+-115.56,32.8,28.0,1672.0,416.0,1335.0,397.0,1.5987,59400.0,INLAND
+-118.09,33.91,36.0,1442.0,271.0,990.0,268.0,4.0517,162200.0,<1H OCEAN
+-121.89,37.35,43.0,1185.0,296.0,933.0,244.0,2.925,170800.0,<1H OCEAN
+-122.24,38.12,42.0,1625.0,255.0,578.0,243.0,4.0114,166900.0,NEAR BAY
+-121.0,39.75,8.0,1116.0,214.0,27.0,39.0,2.5893,83000.0,INLAND
+-122.64,38.23,52.0,2156.0,469.0,1070.0,467.0,3.3011,252300.0,<1H OCEAN
+-122.65,38.24,24.0,1948.0,310.0,922.0,313.0,4.95,243600.0,<1H OCEAN
+-121.44,38.63,38.0,1402.0,370.0,970.0,382.0,1.6343,71000.0,INLAND
+-122.04,37.57,12.0,5719.0,1064.0,3436.0,1057.0,5.2879,231200.0,NEAR BAY
+-122.47,37.76,49.0,2842.0,670.0,1396.0,648.0,3.2679,345700.0,NEAR BAY
+-121.31,38.01,22.0,2101.0,514.0,1304.0,511.0,2.8348,101600.0,INLAND
+-116.47,33.84,3.0,9169.0,1512.0,3838.0,1270.0,4.3111,142500.0,INLAND
+-117.08,32.57,18.0,2203.0,544.0,1943.0,497.0,2.25,103200.0,NEAR OCEAN
+-122.19,37.78,52.0,1026.0,180.0,469.0,168.0,2.875,160000.0,NEAR BAY
+-118.11,33.91,19.0,3056.0,759.0,1561.0,740.0,3.1369,196900.0,<1H OCEAN
+-118.41,34.25,18.0,3447.0,857.0,3663.0,817.0,3.2284,157100.0,<1H OCEAN
+-120.1,39.33,9.0,2738.0,510.0,1193.0,412.0,4.3958,124800.0,INLAND
+-117.31,34.11,41.0,1105.0,257.0,816.0,197.0,1.9375,64100.0,INLAND
+-117.44,34.09,12.0,3598.0,828.0,2588.0,781.0,2.375,113800.0,INLAND
+-117.88,33.92,13.0,3292.0,727.0,1565.0,698.0,5.457,308800.0,<1H OCEAN
+-121.8,37.26,26.0,1394.0,238.0,990.0,315.0,4.8862,195000.0,<1H OCEAN
+-121.31,38.72,11.0,2306.0,420.0,1308.0,418.0,3.9506,122200.0,INLAND
+-117.28,34.11,39.0,1573.0,418.0,1258.0,359.0,1.4896,69500.0,INLAND
+-122.45,37.67,35.0,491.0,98.0,274.0,97.0,4.4286,238600.0,NEAR OCEAN
+-122.43,37.76,52.0,2242.0,459.0,751.0,464.0,4.75,500001.0,NEAR BAY
+-122.24,37.79,47.0,1372.0,395.0,1237.0,303.0,2.125,95500.0,NEAR BAY
+-119.98,38.92,27.0,2682.0,606.0,1010.0,399.0,3.15,86900.0,INLAND
+-121.93,37.28,34.0,2422.0,370.0,1010.0,395.0,5.6494,376200.0,<1H OCEAN
+-121.81,37.29,15.0,5957.0,1037.0,3838.0,997.0,6.2907,253100.0,<1H OCEAN
+-118.43,34.29,38.0,1237.0,298.0,1073.0,293.0,3.6726,154600.0,<1H OCEAN
+-118.31,34.1,33.0,766.0,347.0,918.0,305.0,1.705,350000.0,<1H OCEAN
+-118.01,33.79,23.0,2663.0,430.0,1499.0,403.0,5.7837,258000.0,<1H OCEAN
+-118.17,33.88,42.0,1645.0,371.0,1161.0,351.0,3.0893,162700.0,<1H OCEAN
+-118.07,34.13,27.0,3787.0,913.0,1992.0,853.0,3.301,251200.0,INLAND
+-118.16,33.77,30.0,4439.0,1105.0,1749.0,1011.0,3.8984,306300.0,NEAR OCEAN
+-120.62,37.35,18.0,874.0,203.0,572.0,190.0,1.6833,71000.0,INLAND
+-118.13,33.91,36.0,1967.0,316.0,910.0,306.0,4.4948,190600.0,<1H OCEAN
+-118.96,35.37,32.0,1025.0,259.0,874.0,236.0,1.9612,53400.0,INLAND
+-122.45,41.28,15.0,2740.0,503.0,1188.0,445.0,3.4519,128800.0,INLAND
+-119.9,36.2,43.0,187.0,38.0,106.0,40.0,1.875,137500.0,INLAND
+-121.3,38.74,41.0,4374.0,1039.0,2387.0,959.0,2.3611,87900.0,INLAND
+-117.24,34.11,23.0,1920.0,454.0,1161.0,358.0,2.2109,73200.0,INLAND
+-122.36,37.94,45.0,907.0,188.0,479.0,161.0,3.0862,79000.0,NEAR BAY
+-122.91,39.07,21.0,2202.0,484.0,1000.0,381.0,2.4423,102300.0,INLAND
+-118.26,34.05,52.0,58.0,52.0,41.0,27.0,4.0972,500001.0,<1H OCEAN
+-121.84,39.73,52.0,502.0,100.0,311.0,100.0,1.5481,200000.0,INLAND
+-117.95,34.07,37.0,1375.0,260.0,951.0,272.0,3.2083,195200.0,<1H OCEAN
+-119.46,35.14,30.0,2943.0,,1565.0,584.0,2.5313,45800.0,INLAND
+-122.28,37.9,52.0,2261.0,328.0,819.0,335.0,4.9083,346800.0,NEAR BAY
+-121.33,38.03,10.0,629.0,140.0,635.0,146.0,2.2961,126700.0,INLAND
+-122.12,37.94,22.0,4949.0,626.0,1850.0,590.0,10.4549,500001.0,NEAR BAY
+-114.6,33.62,16.0,3741.0,801.0,2434.0,824.0,2.6797,86500.0,INLAND
+-121.58,39.79,19.0,2636.0,523.0,1184.0,465.0,2.7863,108600.0,INLAND
+-119.78,36.8,34.0,3426.0,623.0,1938.0,647.0,2.8994,66000.0,INLAND
+-121.38,38.59,36.0,2253.0,434.0,1018.0,426.0,3.2596,98700.0,INLAND
+-118.27,34.06,26.0,513.0,338.0,1204.0,321.0,1.4904,275000.0,<1H OCEAN
+-117.26,34.11,33.0,1210.0,288.0,850.0,238.0,1.2171,59300.0,INLAND
+-122.41,37.74,52.0,831.0,175.0,415.0,159.0,1.9464,249000.0,NEAR BAY
+-118.29,34.02,26.0,2001.0,582.0,2044.0,557.0,1.1563,118800.0,<1H OCEAN
+-117.13,32.73,52.0,2676.0,557.0,1181.0,537.0,3.6058,213100.0,NEAR OCEAN
+-118.35,33.91,26.0,2159.0,523.0,1331.0,520.0,3.87,264500.0,<1H OCEAN
+-121.61,39.13,33.0,2559.0,539.0,1583.0,504.0,1.4727,53000.0,INLAND
+-118.57,34.22,27.0,2795.0,606.0,1702.0,586.0,3.7798,258400.0,<1H OCEAN
+-121.47,38.57,52.0,438.0,103.0,176.0,99.0,3.0217,200000.0,INLAND
+-122.04,36.97,45.0,1302.0,245.0,621.0,258.0,5.1806,266400.0,NEAR OCEAN
+-117.08,32.76,27.0,1221.0,254.0,606.0,259.0,3.0833,155400.0,NEAR OCEAN
+-117.05,32.69,14.0,1689.0,555.0,1319.0,527.0,3.16,143800.0,NEAR OCEAN
+-122.31,37.54,45.0,1222.0,220.0,492.0,205.0,5.539,396900.0,NEAR OCEAN
+-117.12,32.76,26.0,1221.0,331.0,620.0,296.0,2.4821,123600.0,NEAR OCEAN
+-122.32,37.56,9.0,1150.0,287.0,377.0,243.0,3.8317,237500.0,NEAR OCEAN
+-122.73,41.76,19.0,2200.0,414.0,950.0,367.0,2.5357,94200.0,INLAND
+-118.02,33.79,23.0,6368.0,1030.0,3281.0,1001.0,6.1142,240400.0,<1H OCEAN
+-118.29,33.95,35.0,1401.0,362.0,1357.0,327.0,2.0917,99300.0,<1H OCEAN
+-121.83,37.29,20.0,2308.0,461.0,2223.0,456.0,4.2589,191000.0,<1H OCEAN
+-121.97,37.54,28.0,2312.0,496.0,1344.0,467.0,4.7135,203200.0,<1H OCEAN
+-118.46,34.02,45.0,3803.0,970.0,1690.0,871.0,3.0476,456200.0,<1H OCEAN
+-120.69,35.52,26.0,2758.0,571.0,1291.0,522.0,2.925,181400.0,<1H OCEAN
+-119.06,34.62,10.0,416.0,110.0,436.0,70.0,2.2222,262500.0,<1H OCEAN
+-122.53,37.87,20.0,1814.0,282.0,658.0,253.0,7.9977,400000.0,NEAR BAY
+-117.99,33.93,36.0,1287.0,233.0,779.0,229.0,4.8523,175800.0,<1H OCEAN
+-116.24,33.76,9.0,1961.0,595.0,966.0,275.0,3.8125,96700.0,INLAND
+-117.23,32.86,16.0,1675.0,354.0,604.0,332.0,5.2326,188300.0,NEAR OCEAN
+-122.43,37.77,52.0,2416.0,620.0,1188.0,591.0,2.3887,337500.0,NEAR BAY
+-118.3,34.08,34.0,1562.0,651.0,1774.0,559.0,1.5685,225000.0,<1H OCEAN
+-118.22,34.13,52.0,791.0,174.0,501.0,162.0,3.3542,178100.0,<1H OCEAN
+-118.3,33.96,43.0,2009.0,442.0,1095.0,439.0,2.8299,109500.0,<1H OCEAN
+-121.96,37.03,17.0,1343.0,203.0,511.0,185.0,4.625,386400.0,NEAR OCEAN
+-120.96,37.54,29.0,1468.0,245.0,747.0,231.0,3.4643,125000.0,INLAND
+-117.95,34.14,33.0,1943.0,440.0,1526.0,353.0,3.038,137500.0,INLAND
+-122.49,37.86,35.0,2729.0,538.0,969.0,528.0,6.7669,500001.0,NEAR BAY
+-117.92,33.61,18.0,1538.0,425.0,425.0,288.0,5.3369,312500.0,<1H OCEAN
+-118.31,33.79,38.0,1601.0,352.0,711.0,304.0,3.3958,250000.0,<1H OCEAN
+-122.7,38.44,45.0,883.0,202.0,401.0,194.0,3.2845,178300.0,<1H OCEAN
+-122.15,37.69,39.0,1670.0,308.0,957.0,335.0,5.1312,183600.0,NEAR BAY
+-117.34,34.07,46.0,1851.0,425.0,1100.0,377.0,2.0461,90500.0,INLAND
+-122.84,38.98,21.0,939.0,176.0,556.0,178.0,1.7196,75000.0,INLAND
+-121.85,37.26,16.0,1982.0,280.0,1030.0,297.0,6.4339,289200.0,<1H OCEAN
+-117.89,33.88,33.0,1582.0,256.0,771.0,240.0,5.3836,229600.0,<1H OCEAN
+-122.18,37.8,23.0,2317.0,336.0,955.0,328.0,6.7527,285800.0,NEAR BAY
+-117.22,32.83,31.0,3958.0,727.0,1924.0,728.0,5.4605,190200.0,NEAR OCEAN
+-122.32,37.55,46.0,1437.0,266.0,607.0,263.0,4.8068,369700.0,NEAR OCEAN
+-121.36,37.96,32.0,614.0,95.0,227.0,107.0,3.9922,247400.0,INLAND
+-121.63,39.82,11.0,3974.0,727.0,1610.0,634.0,2.6147,107700.0,INLAND
+-120.48,34.9,20.0,3842.0,630.0,2490.0,662.0,3.0559,120100.0,<1H OCEAN
+-118.1,33.78,35.0,4466.0,740.0,2134.0,743.0,5.7389,251800.0,<1H OCEAN
+-118.5,34.02,35.0,2914.0,934.0,1334.0,870.0,2.9934,350000.0,<1H OCEAN
+-122.71,38.43,38.0,1689.0,526.0,1071.0,529.0,1.5026,124000.0,<1H OCEAN
+-118.03,33.92,30.0,1414.0,332.0,1307.0,315.0,3.0,158300.0,<1H OCEAN
+-117.25,34.13,37.0,2498.0,472.0,1291.0,487.0,3.0,83400.0,INLAND
+-122.48,37.67,14.0,3395.0,1059.0,2258.0,945.0,2.964,319700.0,NEAR OCEAN
+-122.81,38.36,18.0,2399.0,389.0,1131.0,391.0,5.2769,293900.0,<1H OCEAN
+-117.79,33.7,16.0,1416.0,249.0,636.0,244.0,5.1741,227700.0,<1H OCEAN
+-118.35,33.91,34.0,2055.0,448.0,1134.0,408.0,3.825,235400.0,<1H OCEAN
+-118.31,33.72,26.0,2711.0,508.0,1372.0,459.0,4.1451,326700.0,NEAR OCEAN
+-118.6,34.08,40.0,866.0,181.0,399.0,176.0,6.91,380000.0,<1H OCEAN
+-120.42,34.89,24.0,2020.0,307.0,855.0,283.0,5.0099,162500.0,<1H OCEAN
+-119.69,36.79,15.0,2524.0,451.0,1207.0,424.0,2.7404,76300.0,INLAND
+-121.4,38.62,28.0,3671.0,886.0,1733.0,820.0,2.2292,113200.0,INLAND
+-122.15,37.74,52.0,1394.0,223.0,545.0,230.0,3.95,219000.0,NEAR BAY
+-118.21,33.95,32.0,1116.0,328.0,1265.0,302.0,2.295,155200.0,<1H OCEAN
+-118.21,33.91,24.0,1545.0,391.0,1807.0,388.0,2.6429,105300.0,<1H OCEAN
+-117.25,32.96,18.0,4773.0,743.0,1970.0,716.0,6.6199,406200.0,NEAR OCEAN
+-119.77,36.76,43.0,1623.0,294.0,781.0,272.0,1.869,56000.0,INLAND
+-117.09,33.1,21.0,2876.0,539.0,1387.0,499.0,3.8292,177000.0,<1H OCEAN
+-120.35,37.95,13.0,2104.0,407.0,960.0,401.0,2.4,177000.0,INLAND
+-122.49,37.89,23.0,1650.0,403.0,541.0,336.0,6.0238,500001.0,NEAR BAY
+-122.41,40.53,28.0,1127.0,245.0,538.0,208.0,2.037,72000.0,INLAND
+-121.38,38.65,34.0,825.0,173.0,355.0,130.0,3.1858,109500.0,INLAND
+-122.43,37.77,52.0,3563.0,832.0,1712.0,787.0,3.3702,335700.0,NEAR BAY
+-122.49,37.92,26.0,2170.0,347.0,849.0,318.0,6.2953,386200.0,NEAR BAY
+-117.13,32.76,33.0,1591.0,461.0,794.0,425.0,2.6333,140000.0,NEAR OCEAN
+-118.18,34.11,33.0,1523.0,391.0,753.0,298.0,2.6591,183800.0,<1H OCEAN
+-118.98,36.06,33.0,2043.0,443.0,1497.0,417.0,2.343,47400.0,INLAND
+-123.34,39.1,24.0,5372.0,1051.0,3002.0,992.0,3.0652,131100.0,<1H OCEAN
+-116.89,32.99,14.0,2816.0,501.0,1448.0,452.0,5.0278,210900.0,<1H OCEAN
+-120.47,34.64,8.0,2482.0,586.0,1427.0,540.0,3.071,120400.0,NEAR OCEAN
+-118.39,34.22,40.0,712.0,149.0,533.0,155.0,3.695,165200.0,<1H OCEAN
+-122.12,37.85,18.0,5252.0,686.0,1870.0,657.0,8.0074,454100.0,NEAR BAY
+-118.53,34.04,45.0,1711.0,264.0,735.0,261.0,9.1078,500001.0,<1H OCEAN
+-119.65,36.34,46.0,1730.0,337.0,752.0,323.0,1.8529,67200.0,INLAND
+-115.57,32.79,50.0,1291.0,277.0,864.0,274.0,1.6667,68100.0,INLAND
+-117.89,34.12,35.0,1447.0,272.0,1224.0,268.0,3.9934,141900.0,<1H OCEAN
+-117.48,34.08,17.0,1834.0,390.0,1253.0,357.0,3.1028,106400.0,INLAND
+-121.97,38.34,11.0,1500.0,319.0,899.0,304.0,4.5568,127200.0,INLAND
+-122.43,37.73,49.0,1435.0,322.0,1008.0,329.0,4.0,264000.0,NEAR BAY
+-120.42,34.96,14.0,2069.0,343.0,1240.0,338.0,4.5066,149800.0,<1H OCEAN
+-122.1,37.66,33.0,1954.0,464.0,1293.0,448.0,3.0489,152600.0,NEAR BAY
+-118.1,33.85,36.0,1473.0,253.0,713.0,257.0,5.9493,228000.0,<1H OCEAN
+-117.79,33.7,6.0,1593.0,371.0,832.0,379.0,4.4286,239500.0,<1H OCEAN
+-118.42,34.06,40.0,2933.0,565.0,1077.0,536.0,6.1527,500001.0,<1H OCEAN
+-119.19,34.15,31.0,4175.0,1004.0,3310.0,954.0,3.1989,185400.0,NEAR OCEAN
+-121.79,37.67,26.0,2163.0,339.0,947.0,346.0,6.0797,211000.0,INLAND
+-122.25,37.81,52.0,1758.0,460.0,686.0,422.0,3.1691,259400.0,NEAR BAY
+-118.26,34.13,37.0,196.0,74.0,194.0,68.0,1.2188,218800.0,<1H OCEAN
+-119.6,36.66,27.0,1388.0,296.0,1056.0,284.0,1.6094,55200.0,INLAND
+-122.19,37.44,39.0,4402.0,618.0,1616.0,631.0,8.9955,500001.0,NEAR OCEAN
+-121.51,38.58,42.0,1822.0,636.0,1372.0,560.0,1.2542,76000.0,INLAND
+-122.54,37.7,36.0,3988.0,732.0,1793.0,708.0,4.2472,292500.0,NEAR OCEAN
+-121.23,37.82,14.0,1847.0,325.0,1030.0,309.0,4.9271,155300.0,INLAND
+-117.85,33.81,32.0,1766.0,322.0,876.0,330.0,4.0417,234500.0,<1H OCEAN
+-121.15,40.25,14.0,5156.0,880.0,616.0,281.0,3.3462,145200.0,INLAND
+-121.28,38.53,18.0,224.0,38.0,95.0,41.0,3.1042,165000.0,INLAND
+-118.01,34.05,31.0,1135.0,355.0,1717.0,368.0,2.1602,161700.0,<1H OCEAN
+-122.02,37.3,32.0,2134.0,328.0,903.0,322.0,6.359,341900.0,<1H OCEAN
+-117.99,33.77,29.0,1312.0,267.0,922.0,255.0,3.1902,202400.0,<1H OCEAN
+-117.93,33.65,27.0,1283.0,406.0,1063.0,376.0,2.75,275000.0,<1H OCEAN
+-117.64,34.06,50.0,637.0,143.0,590.0,147.0,1.9659,85700.0,INLAND
+-117.49,34.05,20.0,1483.0,249.0,660.0,194.0,3.9464,207700.0,INLAND
+-122.25,40.42,17.0,1429.0,265.0,692.0,245.0,2.8611,98700.0,INLAND
+-117.86,33.75,39.0,275.0,87.0,554.0,103.0,3.5972,158000.0,<1H OCEAN
+-121.96,37.27,22.0,6114.0,1211.0,2983.0,1163.0,5.2533,269100.0,<1H OCEAN
+-117.65,33.46,19.0,7034.0,1139.0,2824.0,1068.0,6.0873,277300.0,<1H OCEAN
+-118.65,34.27,23.0,1724.0,265.0,934.0,306.0,6.0783,229200.0,<1H OCEAN
+-122.51,37.97,37.0,4296.0,1089.0,2100.0,1025.0,3.2462,329400.0,NEAR BAY
+-121.81,38.43,30.0,1674.0,297.0,756.0,292.0,3.9286,133100.0,INLAND
+-118.4,34.06,37.0,3781.0,873.0,1725.0,838.0,4.1455,500001.0,<1H OCEAN
+-116.98,32.77,29.0,3558.0,447.0,1097.0,445.0,8.093,379600.0,<1H OCEAN
+-122.36,37.72,10.0,479.0,125.0,355.0,108.0,2.7083,180400.0,NEAR BAY
+-121.88,37.32,45.0,2213.0,564.0,1920.0,514.0,3.2806,164200.0,<1H OCEAN
+-117.65,34.06,41.0,465.0,130.0,349.0,138.0,2.0893,112500.0,INLAND
+-122.47,38.51,25.0,928.0,195.0,413.0,184.0,3.4904,196900.0,INLAND
+-120.91,38.62,12.0,4545.0,748.0,2033.0,718.0,4.1843,207600.0,INLAND
+-117.31,34.41,14.0,3019.0,643.0,1639.0,582.0,1.5288,103400.0,INLAND
+-118.3,34.16,35.0,3213.0,874.0,2401.0,819.0,2.8342,256800.0,<1H OCEAN
+-117.46,34.1,35.0,908.0,226.0,667.0,203.0,2.5833,93500.0,INLAND
+-117.96,33.8,33.0,2362.0,394.0,1185.0,387.0,4.425,188400.0,<1H OCEAN
+-122.28,37.86,52.0,938.0,195.0,393.0,189.0,3.8594,196400.0,NEAR BAY
+-118.27,34.16,52.0,830.0,183.0,479.0,179.0,3.1397,253700.0,<1H OCEAN
+-122.14,37.45,48.0,2074.0,297.0,700.0,279.0,8.7051,500001.0,NEAR BAY
+-119.85,36.77,27.0,1510.0,344.0,847.0,295.0,2.9315,83200.0,INLAND
+-117.11,32.79,16.0,1791.0,518.0,1006.0,491.0,3.5179,129300.0,NEAR OCEAN
+-122.13,37.7,21.0,4124.0,1054.0,2162.0,998.0,2.6321,223100.0,NEAR BAY
+-121.32,38.59,24.0,4378.0,910.0,2149.0,812.0,2.5035,123700.0,INLAND
+-114.58,33.63,29.0,1387.0,236.0,671.0,239.0,3.3438,74000.0,INLAND
+-118.41,34.0,37.0,1426.0,259.0,689.0,261.0,5.5284,331000.0,<1H OCEAN
+-116.89,32.67,9.0,2652.0,393.0,1355.0,362.0,6.2578,293100.0,<1H OCEAN
+-117.61,34.02,8.0,63.0,9.0,25.0,7.0,7.7197,275000.0,INLAND
+-121.57,39.8,23.0,790.0,137.0,365.0,152.0,2.1912,115200.0,INLAND
+-118.09,34.1,40.0,1904.0,393.0,1183.0,364.0,3.6696,210400.0,<1H OCEAN
+-118.83,34.17,17.0,4668.0,628.0,1917.0,624.0,8.1397,353900.0,<1H OCEAN
+-117.93,33.86,17.0,1627.0,398.0,1216.0,369.0,3.3438,186600.0,<1H OCEAN
+-119.79,36.81,35.0,1877.0,328.0,1155.0,353.0,3.069,69600.0,INLAND
+-122.25,40.6,16.0,2753.0,494.0,1414.0,459.0,3.8323,128300.0,INLAND
+-117.29,33.1,6.0,6091.0,1018.0,2064.0,957.0,5.1837,259800.0,NEAR OCEAN
+-120.24,38.01,11.0,1214.0,228.0,633.0,199.0,3.125,148600.0,INLAND
+-118.82,34.15,9.0,655.0,110.0,222.0,109.0,7.8528,337500.0,NEAR OCEAN
+-121.76,37.29,15.0,2267.0,348.0,1150.0,327.0,7.1267,277900.0,<1H OCEAN
+-121.29,38.14,27.0,836.0,132.0,303.0,133.0,3.875,127400.0,INLAND
+-121.18,39.23,8.0,2112.0,360.0,782.0,344.0,3.7125,175000.0,INLAND
+-118.25,33.98,37.0,1503.0,392.0,1886.0,401.0,2.5637,125000.0,<1H OCEAN
+-123.2,39.23,26.0,786.0,168.0,494.0,161.0,2.3583,105400.0,<1H OCEAN
+-122.45,37.77,52.0,2645.0,626.0,1275.0,553.0,3.35,492900.0,NEAR BAY
+-122.12,38.01,42.0,2225.0,367.0,864.0,381.0,4.1189,172400.0,NEAR BAY
+-121.42,38.47,11.0,5665.0,1507.0,3422.0,1299.0,2.3343,97800.0,INLAND
+-119.17,34.27,24.0,4165.0,646.0,2194.0,658.0,6.0661,234800.0,NEAR OCEAN
+-117.1,32.66,27.0,1782.0,560.0,1785.0,560.0,2.1542,106300.0,NEAR OCEAN
+-118.02,33.83,16.0,1139.0,328.0,665.0,290.0,3.2933,260000.0,<1H OCEAN
+-119.03,34.25,25.0,3344.0,502.0,1483.0,496.0,6.196,340600.0,<1H OCEAN
+-117.31,33.1,15.0,2392.0,446.0,747.0,421.0,3.5341,500001.0,NEAR OCEAN
+-116.54,33.81,24.0,6087.0,1217.0,1721.0,833.0,3.1493,199400.0,INLAND
+-121.57,36.98,14.0,5231.0,817.0,2634.0,799.0,4.9702,279800.0,INLAND
+-119.8,34.43,22.0,2845.0,500.0,1456.0,454.0,5.6604,276400.0,NEAR OCEAN
+-118.29,34.08,43.0,3056.0,1345.0,3920.0,1304.0,1.925,300000.0,<1H OCEAN
+-122.02,36.98,21.0,607.0,155.0,226.0,136.0,1.9063,166700.0,NEAR OCEAN
+-122.27,37.78,52.0,1222.0,264.0,630.0,265.0,3.7708,215300.0,NEAR BAY
+-122.9,39.17,45.0,1314.0,277.0,649.0,232.0,2.575,73600.0,INLAND
+-122.34,37.56,39.0,3562.0,391.0,1139.0,391.0,12.6417,500001.0,NEAR OCEAN
+-117.37,33.97,38.0,1156.0,241.0,877.0,200.0,1.4514,79900.0,INLAND
+-117.65,34.04,15.0,3393.0,,2039.0,611.0,3.9336,151000.0,INLAND
+-122.08,37.38,33.0,2771.0,659.0,1496.0,581.0,3.4042,353600.0,NEAR BAY
+-118.19,33.84,24.0,1228.0,320.0,537.0,273.0,2.25,192000.0,NEAR OCEAN
+-117.82,33.68,4.0,1346.0,213.0,603.0,219.0,8.7974,360600.0,<1H OCEAN
+-117.3,33.22,4.0,14960.0,2988.0,6666.0,2612.0,3.7568,184100.0,NEAR OCEAN
+-121.91,37.26,32.0,3776.0,620.0,1790.0,612.0,5.4675,261100.0,<1H OCEAN
+-119.0,35.36,35.0,1021.0,280.0,1258.0,239.0,1.7375,48600.0,INLAND
+-119.73,36.62,35.0,2080.0,365.0,1026.0,333.0,3.5781,92800.0,INLAND
+-121.24,40.31,36.0,1597.0,301.0,632.0,262.0,3.5962,93600.0,INLAND
+-118.53,34.19,32.0,2618.0,692.0,1961.0,633.0,2.625,192300.0,<1H OCEAN
+-118.39,34.05,25.0,2814.0,701.0,1139.0,658.0,4.0153,460000.0,<1H OCEAN
+-121.45,38.37,32.0,1441.0,261.0,629.0,249.0,4.4519,137500.0,INLAND
+-119.75,36.78,28.0,3257.0,752.0,1981.0,712.0,2.293,71700.0,INLAND

ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_002/test_current.csv

@@ -0,0 +1,9 @@
+longitude,latitude,housing_median_age,total_rooms,total_bedrooms,population,households,median_income,median_house_value,ocean_proximity
+-117.66,35.63,33.0,2579.0,564.0,1155.0,431.0,2.0441,42100.0,INLAND
+-118.98,35.36,15.0,1482.0,338.0,1059.0,279.0,1.2617,42700.0,INLAND
+-119.46,35.14,30.0,2943.0,,1565.0,584.0,2.5313,45800.0,INLAND
+-118.98,36.06,33.0,2043.0,443.0,1497.0,417.0,2.343,47400.0,INLAND
+-119.0,35.36,35.0,1021.0,280.0,1258.0,239.0,1.7375,48600.0,INLAND
+-119.35,36.2,29.0,1938.0,404.0,1487.0,414.0,1.7462,51100.0,INLAND
+-118.96,35.37,41.0,1463.0,339.0,1066.0,318.0,1.7467,52400.0,INLAND
+-121.61,39.13,33.0,2559.0,539.0,1583.0,504.0,1.4727,53000.0,INLAND

ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_003/current.csv

@@ -0,0 +1,201 @@
+longitude,latitude,housing_median_age,total_rooms,total_bedrooms,population,households,median_income,ocean_proximity
+-117.07,34.24,21.0,4773.0,1047.0,337.0,130.0,3.9375,INLAND
+-120.04,36.95,36.0,1528.0,347.0,1334.0,304.0,1.3594,INLAND
+-118.1,33.84,36.0,2572.0,421.0,1318.0,434.0,5.1836,<1H OCEAN
+-122.45,37.77,52.0,3939.0,852.0,1737.0,797.0,4.5052,NEAR BAY
+-119.29,34.31,25.0,1092.0,190.0,702.0,215.0,3.9063,NEAR OCEAN
+-122.35,40.25,10.0,1621.0,318.0,866.0,283.0,3.5,INLAND
+-117.65,33.53,7.0,6814.0,785.0,2175.0,681.0,10.49,<1H OCEAN
+-118.29,34.05,30.0,1417.0,589.0,1615.0,540.0,1.3867,<1H OCEAN
+-122.56,37.95,34.0,2677.0,411.0,933.0,410.0,6.1444,NEAR OCEAN
+-118.02,33.9,34.0,2678.0,511.0,1540.0,497.0,4.4954,<1H OCEAN
+-118.21,34.12,35.0,1937.0,439.0,1523.0,412.0,3.5638,<1H OCEAN
+-119.71,34.43,47.0,1572.0,417.0,790.0,384.0,2.6429,<1H OCEAN
+-117.27,34.16,32.0,2894.0,427.0,1151.0,446.0,6.2236,INLAND
+-121.36,38.4,18.0,4813.0,849.0,2333.0,843.0,4.175,INLAND
+-117.93,33.67,27.0,3512.0,472.0,1391.0,481.0,8.1001,<1H OCEAN
+-119.76,36.83,17.0,3690.0,628.0,1888.0,601.0,4.0196,INLAND
+-121.42,37.75,33.0,1329.0,266.0,683.0,233.0,4.3687,INLAND
+-119.71,36.81,9.0,1122.0,290.0,662.0,284.0,2.0536,INLAND
+-122.18,37.45,37.0,5257.0,1360.0,2128.0,1264.0,4.0,NEAR BAY
+-118.38,34.15,36.0,2933.0,619.0,1115.0,579.0,4.3036,<1H OCEAN
+-117.87,34.12,33.0,2059.0,361.0,1073.0,339.0,4.2454,<1H OCEAN
+-121.82,37.23,25.0,2349.0,394.0,1266.0,383.0,4.9688,<1H OCEAN
+-119.97,38.94,26.0,1485.0,334.0,406.0,180.0,1.9667,INLAND
+-118.26,34.12,45.0,2839.0,698.0,1768.0,653.0,3.1306,<1H OCEAN
+-117.97,34.15,33.0,2474.0,472.0,1268.0,437.0,6.4576,INLAND
+-121.24,37.94,5.0,2232.0,488.0,1857.0,435.0,2.8705,INLAND
+-117.93,33.83,30.0,1561.0,381.0,1104.0,391.0,3.375,<1H OCEAN
+-120.09,36.95,16.0,3222.0,511.0,1425.0,503.0,4.1544,INLAND
+-117.37,34.07,52.0,50.0,9.0,60.0,16.0,4.125,INLAND
+-118.14,33.86,44.0,1276.0,234.0,538.0,213.0,4.8667,<1H OCEAN
+-124.17,41.8,16.0,2739.0,480.0,1259.0,436.0,3.7557,NEAR OCEAN
+-121.33,37.98,36.0,3113.0,576.0,1746.0,544.0,3.4625,INLAND
+-118.21,34.09,34.0,1660.0,412.0,1678.0,382.0,2.7708,<1H OCEAN
+-119.65,36.35,21.0,1745.0,266.0,837.0,292.0,4.3911,INLAND
+-121.01,37.68,33.0,828.0,123.0,373.0,133.0,5.5,INLAND
+-117.02,32.8,29.0,1232.0,243.0,665.0,247.0,3.65,<1H OCEAN
+-117.31,34.14,44.0,1487.0,273.0,972.0,281.0,3.2292,INLAND
+-118.25,34.12,11.0,1281.0,418.0,1584.0,330.0,2.8889,<1H OCEAN
+-118.41,34.18,35.0,1975.0,384.0,882.0,406.0,4.375,<1H OCEAN
+-118.42,34.26,37.0,1789.0,424.0,2279.0,411.0,3.9,<1H OCEAN
+-118.1,33.74,37.0,997.0,262.0,531.0,282.0,4.7773,NEAR OCEAN
+-117.75,34.06,52.0,62.0,9.0,44.0,16.0,0.4999,INLAND
+-117.3,34.53,38.0,1643.0,489.0,1196.0,406.0,1.2275,INLAND
+-119.69,36.82,15.0,3303.0,512.0,1687.0,505.0,4.81,INLAND
+-122.72,38.43,31.0,2020.0,476.0,1408.0,437.0,2.5735,<1H OCEAN
+-120.16,34.61,17.0,921.0,189.0,434.0,219.0,3.0185,NEAR OCEAN
+-117.86,33.67,16.0,20.0,5.0,15.0,5.0,3.875,<1H OCEAN
+-119.76,34.44,28.0,1985.0,582.0,1092.0,548.0,2.4701,NEAR OCEAN
+-117.92,33.63,34.0,2479.0,491.0,1131.0,490.0,4.9643,<1H OCEAN
+-116.48,33.84,5.0,5480.0,1371.0,1050.0,485.0,1.7204,INLAND
+-119.3,34.42,18.0,5591.0,1042.0,2860.0,1026.0,3.5822,NEAR OCEAN
+-122.5,37.76,50.0,1993.0,410.0,1009.0,374.0,3.9464,NEAR OCEAN
+-117.19,34.06,21.0,6107.0,1559.0,2805.0,1444.0,2.5643,INLAND
+-119.74,36.15,21.0,1548.0,308.0,1137.0,306.0,2.4688,INLAND
+-118.39,34.2,19.0,2012.0,732.0,3483.0,731.0,2.2234,<1H OCEAN
+-117.95,33.74,25.0,1393.0,243.0,976.0,245.0,5.4485,<1H OCEAN
+-117.62,34.05,33.0,883.0,211.0,1007.0,210.0,2.8281,INLAND
+-117.9,34.05,33.0,629.0,76.0,253.0,75.0,7.6286,<1H OCEAN
+-118.43,34.05,24.0,3832.0,949.0,1613.0,893.0,3.9673,<1H OCEAN
+-122.27,37.8,10.0,105.0,42.0,125.0,39.0,0.9722,NEAR BAY
+-118.61,34.21,34.0,3494.0,557.0,1861.0,576.0,5.6407,<1H OCEAN
+-122.04,39.22,27.0,1446.0,295.0,670.0,281.0,3.2625,INLAND
+-117.13,32.58,32.0,1870.0,437.0,1142.0,426.0,2.3194,NEAR OCEAN
+-122.16,37.89,32.0,1779.0,241.0,721.0,258.0,8.7589,NEAR BAY
+-116.47,33.78,27.0,1781.0,441.0,759.0,340.0,3.3162,INLAND
+-115.73,33.36,19.0,749.0,238.0,476.0,169.0,1.7727,INLAND
+-119.73,34.44,38.0,1729.0,,801.0,395.0,3.1364,NEAR OCEAN
+-118.34,33.95,25.0,3762.0,1281.0,4015.0,1178.0,2.1587,<1H OCEAN
+-121.89,37.36,37.0,1525.0,363.0,1075.0,374.0,2.8971,<1H OCEAN
+-122.62,38.94,13.0,524.0,129.0,215.0,90.0,1.5455,INLAND
+-118.51,34.17,31.0,3252.0,834.0,1411.0,760.0,3.1885,<1H OCEAN
+-120.46,37.31,26.0,3170.0,572.0,1524.0,565.0,3.48,INLAND
+-116.26,33.65,3.0,7437.0,1222.0,574.0,302.0,10.2948,INLAND
+-117.05,32.75,36.0,2024.0,,1030.0,390.0,3.8233,NEAR OCEAN
+-121.38,36.85,13.0,4115.0,782.0,2903.0,747.0,3.7316,INLAND
+-122.17,37.76,41.0,1594.0,367.0,1074.0,355.0,1.9356,NEAR BAY
+-117.91,33.66,26.0,5761.0,1326.0,2681.0,1116.0,4.0341,<1H OCEAN
+-121.25,38.8,14.0,5094.0,729.0,1974.0,705.0,5.5205,INLAND
+-117.0,32.73,17.0,6050.0,1143.0,3424.0,1131.0,3.7647,<1H OCEAN
+-116.95,32.74,7.0,2722.0,578.0,1429.0,574.0,3.9583,<1H OCEAN
+-122.16,37.7,36.0,1719.0,303.0,836.0,311.0,4.4375,NEAR BAY
+-118.29,33.93,31.0,3894.0,1017.0,3590.0,962.0,2.0437,<1H OCEAN
+-117.09,33.03,17.0,2786.0,396.0,1228.0,396.0,6.4211,<1H OCEAN
+-121.93,36.63,33.0,1740.0,342.0,638.0,329.0,3.1912,NEAR OCEAN
+-122.87,38.61,23.0,2676.0,521.0,1456.0,500.0,3.7361,<1H OCEAN
+-121.54,39.33,27.0,720.0,150.0,359.0,138.0,2.5313,INLAND
+-119.16,34.28,30.0,413.0,98.0,400.0,112.0,4.0,NEAR OCEAN
+-117.06,33.01,24.0,2618.0,485.0,726.0,443.0,3.5192,<1H OCEAN
+-121.33,38.77,3.0,20214.0,3559.0,8361.0,3112.0,4.2259,INLAND
+-118.23,34.21,38.0,1399.0,390.0,859.0,386.0,3.4148,<1H OCEAN
+-118.89,34.28,30.0,917.0,157.0,678.0,171.0,5.8133,<1H OCEAN
+-119.01,35.36,36.0,2658.0,626.0,1490.0,529.0,1.2157,INLAND
+-120.01,38.92,25.0,1758.0,357.0,689.0,278.0,2.675,INLAND
+-118.12,33.99,24.0,1705.0,479.0,2037.0,459.0,2.4219,<1H OCEAN
+-117.91,33.94,15.0,5799.0,842.0,2314.0,787.0,6.3433,<1H OCEAN
+-122.25,37.77,52.0,1527.0,320.0,825.0,264.0,3.4531,NEAR BAY
+-118.31,34.04,33.0,2691.0,726.0,2390.0,681.0,2.4048,<1H OCEAN
+-119.11,36.29,18.0,1666.0,294.0,859.0,301.0,2.6065,INLAND
+-119.65,37.09,17.0,1280.0,254.0,707.0,267.0,3.55,INLAND
+-118.39,34.03,39.0,1366.0,375.0,1237.0,370.0,3.7206,<1H OCEAN
+-117.22,33.14,5.0,4576.0,848.0,2314.0,705.0,5.0123,NEAR OCEAN
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+-121.29,37.95,52.0,107.0,79.0,167.0,53.0,0.7917,INLAND
+-121.7,37.93,19.0,2005.0,405.0,972.0,403.0,2.2216,INLAND
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+-117.96,33.9,9.0,1899.0,284.0,1070.0,293.0,7.2532,<1H OCEAN
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+-117.6,33.85,9.0,6538.0,955.0,2928.0,892.0,5.3006,<1H OCEAN
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+-118.16,33.78,39.0,4075.0,1085.0,2470.0,1025.0,2.3317,NEAR OCEAN
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+-117.21,32.82,31.0,2035.0,383.0,866.0,360.0,3.8529,NEAR OCEAN
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+-118.11,33.81,36.0,1252.0,209.0,558.0,214.0,3.9722,<1H OCEAN
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+-117.32,33.12,25.0,2670.0,527.0,936.0,461.0,2.7717,NEAR OCEAN
+-117.9,33.67,26.0,2507.0,393.0,1333.0,392.0,6.1601,<1H OCEAN

ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_003/info.json

@@ -0,0 +1,77 @@
+{
+    "name": "California Housing Prices",
+    "source": "https://www.kaggle.com/datasets/camnugent/california-housing-prices/data",
+    "data_intro": "The data pertains to the houses found in a given California district and some summary stats about them based on the 1990 census data.",
+    "is_splited": false,
+    "overall_size": 20640,
+    "train_size": 0,
+    "test_size": 0,
+    "c_classes": 1,
+    "n_classes": 9,
+    "task_type": "regression",
+    "target": {
+        "median_house_value": "Given the location and population and other information, predict the median house value or population or total_bedrooms of the block in US Dollars"
+    },
+    "cat_feature_intro": {
+        "ocean_proximity": "- ocean_proximity: Location of the house w.r.t ocean/sea, NEAR BAY, NEAR OCEAN, INLAND, <1H OCEAN"
+    },
+    "num_feature_intro": {
+        "longitude": "- longitude: The longitude of the house",
+        "latitude": "- latitude: The latitude of the house",
+        "housing_median_age": "- housing_median_age: Median age of a house within a block; a lower number is a newer building",
+        "total_rooms": "- total_rooms: Total number of rooms in the house",
+        "total_bedrooms": "- total_bedrooms: Total number of rooms within a block",
+        "population": "- population: Total number of people residing within a block",
+        "households": "- households: Total number of households, a group of people residing within a home unit, for a block",
+        "median_income": "- median_income: Median income for households within a block of houses (measured in tens of thousands of US Dollars",
+        "median_house_value": "median_house_value: Median house value for households within a block (measured in US Dollars)"
+    },
+    "evaluation_metric": null,
+    "num_feature_value": {
+        "households": [
+            1.0,
+            6082.0
+        ],
+        "housing_median_age": [
+            1.0,
+            52.0
+        ],
+        "latitude": [
+            32.54,
+            41.95
+        ],
+        "longitude": [
+            -124.35,
+            -114.31
+        ],
+        "median_house_value": [
+            14999.0,
+            500001.0
+        ],
+        "median_income": [
+            0.4999,
+            15.0001
+        ],
+        "population": [
+            3.0,
+            35682.0
+        ],
+        "total_bedrooms": [
+            1.0,
+            6445.0
+        ],
+        "total_rooms": [
+            2.0,
+            39320.0
+        ]
+    },
+    "cat_feature_value": {
+        "ocean_proximity": [
+            "<1H OCEAN",
+            "INLAND",
+            "ISLAND",
+            "NEAR BAY",
+            "NEAR OCEAN"
+        ]
+    }
+}

ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_003/test.csv

@@ -0,0 +1,501 @@
+longitude,latitude,housing_median_age,total_rooms,total_bedrooms,population,households,median_income,median_house_value,ocean_proximity
+-122.18,37.72,45.0,1498.0,313.0,1003.0,305.0,3.8047,156700.0,NEAR BAY
+-118.19,34.12,35.0,2524.0,749.0,2487.0,679.0,2.4932,167700.0,<1H OCEAN
+-117.07,34.24,21.0,4773.0,1047.0,337.0,130.0,3.9375,115000.0,INLAND
+-118.2,34.05,42.0,1703.0,586.0,2490.0,581.0,2.02,147200.0,<1H OCEAN
+-120.04,36.95,36.0,1528.0,347.0,1334.0,304.0,1.3594,48300.0,INLAND
+-118.1,33.84,36.0,2572.0,421.0,1318.0,434.0,5.1836,219700.0,<1H OCEAN
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+-122.1,39.47,43.0,1320.0,215.0,512.0,197.0,2.4917,77100.0,INLAND
+-118.71,34.27,26.0,990.0,223.0,719.0,232.0,3.163,179400.0,<1H OCEAN
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+-117.03,32.79,31.0,2366.0,383.0,1077.0,387.0,4.2992,174400.0,<1H OCEAN
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+-121.97,37.76,8.0,3743.0,581.0,1633.0,567.0,6.7027,381900.0,<1H OCEAN
+-117.16,32.75,34.0,1785.0,558.0,804.0,490.0,2.2687,200000.0,NEAR OCEAN
+-117.96,33.8,33.0,2362.0,394.0,1185.0,387.0,4.425,188400.0,<1H OCEAN
+-122.45,37.77,52.0,3939.0,852.0,1737.0,797.0,4.5052,500001.0,NEAR BAY
+-124.16,41.02,23.0,1672.0,385.0,1060.0,390.0,2.1726,75500.0,NEAR OCEAN
+-117.17,32.79,43.0,1269.0,297.0,946.0,285.0,2.1447,133300.0,NEAR OCEAN
+-117.96,33.78,26.0,2136.0,557.0,1528.0,537.0,2.4931,236100.0,<1H OCEAN
+-119.29,34.31,25.0,1092.0,190.0,702.0,215.0,3.9063,192700.0,NEAR OCEAN
+-117.93,34.06,35.0,1022.0,183.0,628.0,187.0,3.9375,187500.0,<1H OCEAN
+-122.35,40.25,10.0,1621.0,318.0,866.0,283.0,3.5,104300.0,INLAND
+-122.25,38.16,17.0,4459.0,944.0,1812.0,888.0,2.9375,106700.0,NEAR BAY
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+-119.81,36.77,48.0,1805.0,329.0,741.0,331.0,2.5804,78900.0,INLAND
+-121.78,37.33,10.0,2829.0,394.0,1510.0,386.0,6.68,359500.0,<1H OCEAN
+-117.65,33.53,7.0,6814.0,785.0,2175.0,681.0,10.49,500001.0,<1H OCEAN
+-122.45,37.78,52.0,2686.0,606.0,1392.0,578.0,4.0,355300.0,NEAR BAY
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+-122.56,37.95,34.0,2677.0,411.0,933.0,410.0,6.1444,500001.0,NEAR OCEAN
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+-118.02,33.9,34.0,2678.0,511.0,1540.0,497.0,4.4954,202900.0,<1H OCEAN
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+-118.4,34.26,13.0,4379.0,872.0,2560.0,853.0,4.2538,154300.0,<1H OCEAN
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+-117.96,34.06,34.0,2226.0,381.0,1464.0,365.0,4.4102,183200.0,<1H OCEAN
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+-117.05,32.61,21.0,6034.0,1205.0,3795.0,1146.0,3.2633,129700.0,NEAR OCEAN
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+-117.93,33.67,27.0,3512.0,472.0,1391.0,481.0,8.1001,336500.0,<1H OCEAN
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+-121.42,37.75,33.0,1329.0,266.0,683.0,233.0,4.3687,128700.0,INLAND
+-119.71,36.81,9.0,1122.0,290.0,662.0,284.0,2.0536,55000.0,INLAND
+-117.26,34.24,10.0,4750.0,844.0,1220.0,428.0,4.5536,132400.0,INLAND
+-120.5,37.34,16.0,1245.0,231.0,956.0,219.0,3.4559,108000.0,INLAND
+-120.24,37.21,31.0,2447.0,465.0,1313.0,352.0,3.3929,93800.0,INLAND
+-122.17,38.08,7.0,18392.0,2782.0,8276.0,2742.0,6.4232,229200.0,NEAR BAY
+-122.18,37.45,37.0,5257.0,1360.0,2128.0,1264.0,4.0,394300.0,NEAR BAY
+-118.38,34.15,36.0,2933.0,619.0,1115.0,579.0,4.3036,365900.0,<1H OCEAN
+-117.87,34.12,33.0,2059.0,361.0,1073.0,339.0,4.2454,183800.0,<1H OCEAN
+-121.82,37.23,25.0,2349.0,394.0,1266.0,383.0,4.9688,233100.0,<1H OCEAN
+-118.31,34.22,27.0,7714.0,1132.0,3199.0,1100.0,7.1262,446200.0,<1H OCEAN
+-122.55,37.91,48.0,1283.0,278.0,567.0,255.0,3.2794,460000.0,NEAR BAY
+-118.34,34.03,49.0,1295.0,276.0,765.0,265.0,3.4306,130200.0,<1H OCEAN
+-119.97,38.94,26.0,1485.0,334.0,406.0,180.0,1.9667,84600.0,INLAND
+-121.63,40.92,23.0,1922.0,411.0,872.0,350.0,2.2337,64500.0,INLAND
+-121.92,37.74,8.0,452.0,51.0,140.0,43.0,12.5915,432400.0,<1H OCEAN
+-121.39,38.57,33.0,2648.0,357.0,863.0,359.0,8.4016,338700.0,INLAND
+-118.26,34.12,45.0,2839.0,698.0,1768.0,653.0,3.1306,214000.0,<1H OCEAN
+-117.97,34.15,33.0,2474.0,472.0,1268.0,437.0,6.4576,500001.0,INLAND
+-121.26,37.94,43.0,1610.0,412.0,1409.0,365.0,1.7574,51700.0,INLAND
+-117.15,32.71,52.0,217.0,82.0,531.0,93.0,1.6607,137500.0,NEAR OCEAN
+-122.44,37.8,52.0,1006.0,291.0,445.0,257.0,2.7717,500000.0,NEAR BAY
+-122.11,37.4,16.0,1994.0,489.0,1173.0,472.0,4.1875,266400.0,NEAR BAY
+-121.24,37.94,5.0,2232.0,488.0,1857.0,435.0,2.8705,113600.0,INLAND
+-117.89,34.13,34.0,2159.0,386.0,1443.0,385.0,4.1995,147400.0,<1H OCEAN
+-121.34,38.69,16.0,2686.0,516.0,1553.0,529.0,3.7857,112700.0,INLAND
+-117.93,33.83,30.0,1561.0,381.0,1104.0,391.0,3.375,201900.0,<1H OCEAN
+-118.11,34.2,36.0,4915.0,725.0,1897.0,700.0,6.827,359400.0,INLAND
+-119.06,36.07,20.0,2683.0,553.0,1497.0,548.0,1.7031,64600.0,INLAND
+-120.09,36.95,16.0,3222.0,511.0,1425.0,503.0,4.1544,119400.0,INLAND
+-117.37,34.07,52.0,50.0,9.0,60.0,16.0,4.125,262500.0,INLAND
+-118.14,33.86,44.0,1276.0,234.0,538.0,213.0,4.8667,218300.0,<1H OCEAN
+-124.17,41.8,16.0,2739.0,480.0,1259.0,436.0,3.7557,109400.0,NEAR OCEAN
+-121.33,37.98,36.0,3113.0,576.0,1746.0,544.0,3.4625,84600.0,INLAND
+-118.21,34.09,34.0,1660.0,412.0,1678.0,382.0,2.7708,148200.0,<1H OCEAN
+-119.65,36.35,21.0,1745.0,266.0,837.0,292.0,4.3911,107900.0,INLAND
+-121.01,37.68,33.0,828.0,123.0,373.0,133.0,5.5,146200.0,INLAND
+-117.02,32.8,29.0,1232.0,243.0,665.0,247.0,3.65,168900.0,<1H OCEAN
+-117.08,32.74,26.0,2359.0,622.0,2067.0,581.0,1.8103,124700.0,NEAR OCEAN
+-117.97,33.68,26.0,1616.0,292.0,700.0,241.0,5.5105,232100.0,<1H OCEAN
+-118.58,34.2,35.0,1323.0,228.0,756.0,216.0,4.233,221300.0,<1H OCEAN
+-122.29,37.87,52.0,895.0,198.0,386.0,204.0,3.875,182600.0,NEAR BAY
+-117.31,34.14,44.0,1487.0,273.0,972.0,281.0,3.2292,86100.0,INLAND
+-118.25,34.12,11.0,1281.0,418.0,1584.0,330.0,2.8889,153100.0,<1H OCEAN
+-118.28,33.92,39.0,1472.0,302.0,1036.0,318.0,3.0,110000.0,<1H OCEAN
+-118.41,34.18,35.0,1975.0,384.0,882.0,406.0,4.375,291700.0,<1H OCEAN
+-121.99,37.96,16.0,3324.0,479.0,1470.0,461.0,7.6166,260400.0,INLAND
+-118.42,34.26,37.0,1789.0,424.0,2279.0,411.0,3.9,138600.0,<1H OCEAN
+-118.1,33.74,37.0,997.0,262.0,531.0,282.0,4.7773,400000.0,NEAR OCEAN
+-117.75,34.06,52.0,62.0,9.0,44.0,16.0,0.4999,112500.0,INLAND
+-117.3,34.53,38.0,1643.0,489.0,1196.0,406.0,1.2275,64100.0,INLAND
+-119.69,36.82,15.0,3303.0,512.0,1687.0,505.0,4.81,93600.0,INLAND
+-122.72,38.43,31.0,2020.0,476.0,1408.0,437.0,2.5735,131100.0,<1H OCEAN
+-122.48,37.76,48.0,2304.0,558.0,1273.0,512.0,3.275,332100.0,NEAR BAY
+-120.16,34.61,17.0,921.0,189.0,434.0,219.0,3.0185,500001.0,NEAR OCEAN
+-122.46,37.68,23.0,2812.0,769.0,1983.0,681.0,2.9413,229400.0,NEAR OCEAN
+-122.05,37.68,23.0,7518.0,1279.0,3827.0,1294.0,5.1701,216800.0,NEAR BAY
+-121.28,37.92,36.0,499.0,115.0,451.0,124.0,2.1705,60300.0,INLAND
+-117.86,33.67,16.0,20.0,5.0,15.0,5.0,3.875,450000.0,<1H OCEAN
+-118.27,34.15,25.0,3018.0,806.0,2205.0,742.0,3.0199,220200.0,<1H OCEAN
+-116.46,33.78,33.0,2565.0,745.0,2301.0,638.0,2.5477,83000.0,INLAND
+-122.29,37.91,40.0,2085.0,329.0,796.0,339.0,5.5357,273700.0,NEAR BAY
+-117.64,34.06,43.0,763.0,219.0,851.0,198.0,1.7292,79200.0,INLAND
+-117.36,33.98,33.0,2070.0,469.0,1851.0,467.0,2.4667,80700.0,INLAND
+-118.35,33.83,36.0,1102.0,193.0,522.0,172.0,6.1187,342000.0,<1H OCEAN
+-122.17,37.78,49.0,893.0,177.0,468.0,181.0,3.875,140600.0,NEAR BAY
+-115.57,32.78,20.0,1534.0,235.0,871.0,222.0,6.2715,97200.0,INLAND
+-121.13,38.47,16.0,2574.0,441.0,1041.0,428.0,3.6645,203400.0,INLAND
+-119.76,34.44,28.0,1985.0,582.0,1092.0,548.0,2.4701,290900.0,NEAR OCEAN
+-122.0,37.39,36.0,1236.0,229.0,880.0,247.0,5.791,239400.0,<1H OCEAN
+-122.43,37.78,10.0,2380.0,843.0,1245.0,789.0,1.3062,220000.0,NEAR BAY
+-117.92,33.63,34.0,2479.0,491.0,1131.0,490.0,4.9643,317900.0,<1H OCEAN
+-116.48,33.84,5.0,5480.0,1371.0,1050.0,485.0,1.7204,137500.0,INLAND
+-119.3,34.42,18.0,5591.0,1042.0,2860.0,1026.0,3.5822,219900.0,NEAR OCEAN
+-118.04,34.08,35.0,1148.0,258.0,975.0,253.0,4.037,173300.0,<1H OCEAN
+-122.5,37.76,50.0,1993.0,410.0,1009.0,374.0,3.9464,295600.0,NEAR OCEAN
+-118.14,33.89,33.0,1250.0,276.0,866.0,268.0,4.1708,175000.0,<1H OCEAN
+-117.13,33.14,16.0,1649.0,278.0,993.0,277.0,4.8526,170700.0,<1H OCEAN
+-117.26,32.81,37.0,1616.0,421.0,650.0,395.0,2.92,326500.0,NEAR OCEAN
+-122.28,37.78,29.0,5154.0,,3741.0,1273.0,2.5762,173400.0,NEAR BAY
+-117.19,34.06,21.0,6107.0,1559.0,2805.0,1444.0,2.5643,102700.0,INLAND
+-121.77,37.74,25.0,494.0,81.0,254.0,85.0,9.1531,418800.0,INLAND
+-119.74,36.15,21.0,1548.0,308.0,1137.0,306.0,2.4688,61300.0,INLAND
+-118.39,34.2,19.0,2012.0,732.0,3483.0,731.0,2.2234,181300.0,<1H OCEAN
+-118.42,34.26,26.0,1788.0,521.0,2582.0,484.0,2.1062,136400.0,<1H OCEAN
+-122.53,38.01,16.0,1495.0,292.0,472.0,284.0,3.4432,67500.0,NEAR BAY
+-117.95,33.74,25.0,1393.0,243.0,976.0,245.0,5.4485,225200.0,<1H OCEAN
+-118.27,33.82,39.0,1357.0,249.0,763.0,229.0,4.25,200300.0,<1H OCEAN
+-117.25,34.16,35.0,2707.0,481.0,1595.0,479.0,3.9018,91500.0,INLAND
+-118.61,34.21,33.0,2609.0,431.0,1208.0,406.0,5.4527,227100.0,<1H OCEAN
+-121.84,37.38,34.0,762.0,182.0,611.0,193.0,3.5625,201800.0,<1H OCEAN
+-117.62,34.05,33.0,883.0,211.0,1007.0,210.0,2.8281,103600.0,INLAND
+-117.9,34.05,33.0,629.0,76.0,253.0,75.0,7.6286,330400.0,<1H OCEAN
+-121.32,38.03,16.0,4045.0,623.0,1862.0,625.0,4.875,143100.0,INLAND
+-118.43,34.05,24.0,3832.0,949.0,1613.0,893.0,3.9673,477300.0,<1H OCEAN
+-122.27,37.8,10.0,105.0,42.0,125.0,39.0,0.9722,137500.0,NEAR BAY
+-118.17,33.92,43.0,2099.0,398.0,1276.0,387.0,3.1528,166800.0,<1H OCEAN
+-118.61,34.21,34.0,3494.0,557.0,1861.0,576.0,5.6407,251500.0,<1H OCEAN
+-118.14,34.11,52.0,2742.0,422.0,1153.0,414.0,8.1124,500001.0,<1H OCEAN
+-118.02,34.12,36.0,1471.0,246.0,751.0,230.0,5.4555,395100.0,INLAND
+-122.04,39.22,27.0,1446.0,295.0,670.0,281.0,3.2625,92800.0,INLAND
+-118.31,33.98,44.0,222.0,54.0,234.0,77.0,5.1136,111700.0,<1H OCEAN
+-119.35,36.22,32.0,1290.0,304.0,852.0,309.0,1.4429,54600.0,INLAND
+-117.16,33.76,11.0,4934.0,929.0,2508.0,840.0,2.625,155400.0,INLAND
+-118.35,34.04,41.0,1617.0,423.0,1110.0,375.0,2.4635,169400.0,<1H OCEAN
+-117.34,34.51,6.0,5667.0,1385.0,2447.0,1199.0,2.3617,103100.0,INLAND
+-122.09,37.86,27.0,5484.0,760.0,2212.0,770.0,7.6202,402600.0,NEAR BAY
+-117.13,32.58,32.0,1870.0,437.0,1142.0,426.0,2.3194,159400.0,NEAR OCEAN
+-122.16,37.89,32.0,1779.0,241.0,721.0,258.0,8.7589,434500.0,NEAR BAY
+-123.2,39.14,17.0,1620.0,396.0,878.0,399.0,1.8042,109200.0,<1H OCEAN
+-117.23,32.79,28.0,2453.0,648.0,1082.0,617.0,3.625,266700.0,NEAR OCEAN
+-116.47,33.78,27.0,1781.0,441.0,759.0,340.0,3.3162,113600.0,INLAND
+-122.46,37.67,16.0,3372.0,1101.0,2049.0,1021.0,4.1303,146500.0,NEAR OCEAN
+-118.27,33.95,39.0,1529.0,358.0,1154.0,357.0,1.2091,97900.0,<1H OCEAN
+-115.73,33.36,19.0,749.0,238.0,476.0,169.0,1.7727,50000.0,INLAND
+-121.43,38.69,28.0,927.0,165.0,542.0,148.0,2.5,96200.0,INLAND
+-117.75,33.95,13.0,984.0,127.0,364.0,119.0,7.5839,426900.0,<1H OCEAN
+-119.73,34.44,38.0,1729.0,,801.0,395.0,3.1364,357500.0,NEAR OCEAN
+-117.27,33.15,4.0,23915.0,4135.0,10877.0,3958.0,4.6357,244900.0,NEAR OCEAN
+-118.34,33.95,25.0,3762.0,1281.0,4015.0,1178.0,2.1587,143800.0,<1H OCEAN
+-118.26,33.93,35.0,1562.0,403.0,1587.0,406.0,1.4917,93200.0,<1H OCEAN
+-122.24,37.84,52.0,3529.0,574.0,1177.0,555.0,5.1773,389500.0,NEAR BAY
+-117.97,33.76,27.0,1712.0,325.0,1036.0,345.0,4.0508,183900.0,<1H OCEAN
+-121.89,37.36,37.0,1525.0,363.0,1075.0,374.0,2.8971,186100.0,<1H OCEAN
+-122.62,38.94,13.0,524.0,129.0,215.0,90.0,1.5455,55000.0,INLAND
+-118.51,34.17,31.0,3252.0,834.0,1411.0,760.0,3.1885,219000.0,<1H OCEAN
+-118.12,34.71,46.0,40.0,10.0,14.0,7.0,1.125,225000.0,INLAND
+-118.2,33.97,43.0,825.0,212.0,820.0,184.0,1.8897,174300.0,<1H OCEAN
+-120.46,37.31,26.0,3170.0,572.0,1524.0,565.0,3.48,95300.0,INLAND
+-118.67,34.28,21.0,4059.0,598.0,2133.0,634.0,5.6949,235300.0,<1H OCEAN
+-116.26,33.65,3.0,7437.0,1222.0,574.0,302.0,10.2948,382400.0,INLAND
+-117.05,32.75,36.0,2024.0,,1030.0,390.0,3.8233,139800.0,NEAR OCEAN
+-117.12,32.7,14.0,819.0,237.0,827.0,237.0,1.3194,90500.0,NEAR OCEAN
+-121.33,37.99,15.0,4472.0,1079.0,1837.0,976.0,2.5,175900.0,INLAND
+-121.38,36.85,13.0,4115.0,782.0,2903.0,747.0,3.7316,192400.0,INLAND
+-118.3,33.89,37.0,2132.0,565.0,1369.0,565.0,3.285,218100.0,<1H OCEAN
+-117.13,32.93,16.0,2918.0,444.0,1697.0,444.0,5.3062,195500.0,<1H OCEAN
+-117.2,34.46,7.0,8414.0,1584.0,5146.0,1517.0,3.2794,92500.0,INLAND
+-122.17,37.76,41.0,1594.0,367.0,1074.0,355.0,1.9356,90600.0,NEAR BAY
+-117.91,33.66,26.0,5761.0,1326.0,2681.0,1116.0,4.0341,243300.0,<1H OCEAN
+-121.25,38.8,14.0,5094.0,729.0,1974.0,705.0,5.5205,188700.0,INLAND
+-117.04,32.62,26.0,3620.0,607.0,2000.0,593.0,4.9962,156000.0,NEAR OCEAN
+-118.02,33.85,31.0,1922.0,329.0,1030.0,353.0,5.3416,213000.0,<1H OCEAN
+-117.0,32.73,17.0,6050.0,1143.0,3424.0,1131.0,3.7647,127600.0,<1H OCEAN
+-116.95,32.74,7.0,2722.0,578.0,1429.0,574.0,3.9583,141700.0,<1H OCEAN
+-118.05,33.99,38.0,1619.0,,886.0,357.0,3.7328,182400.0,<1H OCEAN
+-122.16,37.7,36.0,1719.0,303.0,836.0,311.0,4.4375,193500.0,NEAR BAY
+-118.01,33.83,24.0,4639.0,1374.0,3093.0,1257.0,2.5577,202300.0,<1H OCEAN
+-118.29,33.93,31.0,3894.0,1017.0,3590.0,962.0,2.0437,137200.0,<1H OCEAN
+-122.32,37.99,24.0,4865.0,968.0,2315.0,893.0,4.2852,173500.0,NEAR BAY
+-121.5,38.54,52.0,1145.0,133.0,334.0,138.0,8.338,405800.0,INLAND
+-118.39,34.06,52.0,1213.0,194.0,503.0,194.0,8.0095,500001.0,<1H OCEAN
+-118.96,34.23,14.0,15207.0,2924.0,6301.0,2829.0,3.9699,217000.0,<1H OCEAN
+-117.09,33.03,17.0,2786.0,396.0,1228.0,396.0,6.4211,220700.0,<1H OCEAN
+-117.57,33.88,35.0,1755.0,446.0,1453.0,428.0,2.316,119400.0,INLAND
+-121.93,36.63,33.0,1740.0,342.0,638.0,329.0,3.1912,319800.0,NEAR OCEAN
+-122.87,38.61,23.0,2676.0,521.0,1456.0,500.0,3.7361,173700.0,<1H OCEAN
+-122.09,37.36,37.0,2269.0,325.0,930.0,321.0,7.5274,500001.0,NEAR BAY
+-118.55,34.37,21.0,7010.0,1063.0,3331.0,1038.0,6.776,278100.0,<1H OCEAN
+-121.54,39.33,27.0,720.0,150.0,359.0,138.0,2.5313,61300.0,INLAND
+-119.16,34.28,30.0,413.0,98.0,400.0,112.0,4.0,219200.0,NEAR OCEAN
+-117.06,33.01,24.0,2618.0,485.0,726.0,443.0,3.5192,159100.0,<1H OCEAN
+-121.33,38.77,3.0,20214.0,3559.0,8361.0,3112.0,4.2259,169300.0,INLAND
+-122.5,37.96,16.0,100.0,20.0,45.0,25.0,6.1359,212500.0,NEAR BAY
+-118.17,33.97,31.0,3388.0,1059.0,3558.0,957.0,2.4049,159000.0,<1H OCEAN
+-118.04,33.93,36.0,1045.0,239.0,1165.0,230.0,3.1979,161800.0,<1H OCEAN
+-119.06,34.35,34.0,2426.0,646.0,2116.0,631.0,2.0682,158300.0,<1H OCEAN
+-117.98,33.75,37.0,1264.0,274.0,783.0,273.0,3.3438,199600.0,<1H OCEAN
+-118.23,34.21,38.0,1399.0,390.0,859.0,386.0,3.4148,234800.0,<1H OCEAN
+-117.89,33.83,35.0,2984.0,446.0,1435.0,455.0,5.6276,200800.0,<1H OCEAN
+-118.3,34.26,43.0,1510.0,310.0,809.0,277.0,3.599,176500.0,<1H OCEAN
+-122.11,37.71,36.0,4569.0,824.0,1950.0,819.0,4.65,206800.0,NEAR BAY
+-117.92,34.12,32.0,2552.0,576.0,2161.0,548.0,2.9459,144400.0,<1H OCEAN
+-118.89,34.28,30.0,917.0,157.0,678.0,171.0,5.8133,195700.0,<1H OCEAN
+-119.01,35.36,36.0,2658.0,626.0,1490.0,529.0,1.2157,57000.0,INLAND
+-120.01,38.92,25.0,1758.0,357.0,689.0,278.0,2.675,104200.0,INLAND
+-117.73,33.49,17.0,2168.0,290.0,654.0,279.0,9.8321,500001.0,<1H OCEAN
+-118.12,33.99,24.0,1705.0,479.0,2037.0,459.0,2.4219,137500.0,<1H OCEAN
+-117.91,33.94,15.0,5799.0,842.0,2314.0,787.0,6.3433,350500.0,<1H OCEAN
+-122.25,37.77,52.0,1527.0,320.0,825.0,264.0,3.4531,208800.0,NEAR BAY
+-118.31,34.04,33.0,2691.0,726.0,2390.0,681.0,2.4048,208300.0,<1H OCEAN
+-117.99,33.73,24.0,2104.0,421.0,1181.0,414.0,3.8365,250900.0,<1H OCEAN
+-119.11,36.29,18.0,1666.0,294.0,859.0,301.0,2.6065,93800.0,INLAND
+-119.65,37.09,17.0,1280.0,254.0,707.0,267.0,3.55,106300.0,INLAND
+-121.84,37.99,15.0,2380.0,385.0,1292.0,388.0,4.6029,142600.0,INLAND
+-118.39,34.03,39.0,1366.0,375.0,1237.0,370.0,3.7206,230900.0,<1H OCEAN
+-118.26,33.88,36.0,1212.0,222.0,775.0,224.0,5.5591,136500.0,<1H OCEAN
+-119.71,34.42,52.0,1838.0,692.0,851.0,576.0,1.4851,237500.0,<1H OCEAN
+-118.42,34.26,36.0,973.0,221.0,1086.0,218.0,3.4519,143300.0,<1H OCEAN
+-117.42,33.95,32.0,4251.0,848.0,2494.0,798.0,2.8173,110800.0,INLAND
+-122.18,37.77,51.0,2107.0,471.0,1173.0,438.0,3.2552,120100.0,NEAR BAY
+-117.22,33.14,5.0,4576.0,848.0,2314.0,705.0,5.0123,210400.0,NEAR OCEAN
+-122.28,37.87,49.0,2026.0,548.0,963.0,521.0,1.9805,173700.0,NEAR BAY
+-117.19,32.83,30.0,3225.0,555.0,1601.0,532.0,4.3317,173300.0,NEAR OCEAN
+-120.98,37.66,10.0,934.0,,401.0,255.0,0.9336,127100.0,INLAND
+-118.29,34.04,31.0,700.0,299.0,1272.0,298.0,2.1542,128100.0,<1H OCEAN
+-122.7,38.44,35.0,1304.0,343.0,822.0,304.0,3.2935,157800.0,<1H OCEAN
+-118.12,34.02,32.0,1789.0,528.0,1429.0,517.0,1.8906,224500.0,<1H OCEAN
+-118.13,34.18,52.0,1464.0,211.0,603.0,226.0,5.8309,309100.0,INLAND
+-118.05,33.87,18.0,4928.0,773.0,2952.0,754.0,5.8855,313800.0,<1H OCEAN
+-117.32,33.17,18.0,2143.0,299.0,828.0,283.0,4.2383,239000.0,NEAR OCEAN
+-118.36,34.18,31.0,1109.0,354.0,1119.0,334.0,2.3056,200000.0,<1H OCEAN
+-117.68,35.55,9.0,3811.0,605.0,1518.0,568.0,5.5551,142500.0,INLAND
+-117.05,32.56,17.0,985.0,233.0,811.0,223.0,2.875,134500.0,NEAR OCEAN
+-118.3,34.06,33.0,2437.0,1283.0,3906.0,1084.0,2.0332,270000.0,<1H OCEAN
+-117.98,33.98,27.0,2275.0,346.0,1039.0,333.0,6.2217,333500.0,<1H OCEAN
+-118.97,35.37,52.0,425.0,119.0,380.0,97.0,1.4125,42500.0,INLAND
+-122.13,37.67,38.0,2012.0,347.0,880.0,332.0,3.1734,181600.0,NEAR BAY
+-121.26,37.96,43.0,940.0,208.0,690.0,181.0,2.3056,62300.0,INLAND
+-120.12,36.01,18.0,1165.0,334.0,1119.0,308.0,2.2167,48500.0,INLAND
+-118.09,34.11,36.0,2966.0,527.0,1231.0,482.0,4.6442,316800.0,<1H OCEAN
+-118.14,33.97,29.0,1846.0,530.0,2576.0,528.0,2.63,156000.0,<1H OCEAN
+-122.08,37.72,31.0,3866.0,531.0,1368.0,521.0,6.187,340400.0,NEAR BAY
+-121.7,38.65,22.0,1360.0,282.0,808.0,229.0,2.4167,225000.0,INLAND
+-121.24,37.93,21.0,1185.0,237.0,960.0,245.0,2.0893,65000.0,INLAND
+-122.48,38.54,37.0,1898.0,359.0,973.0,340.0,4.2096,256600.0,INLAND
+-119.18,34.16,12.0,460.0,101.0,405.0,103.0,5.2783,167400.0,NEAR OCEAN
+-118.27,34.0,43.0,1258.0,381.0,1276.0,358.0,1.8917,106900.0,<1H OCEAN
+-118.98,35.36,29.0,1244.0,266.0,933.0,227.0,1.6981,49400.0,INLAND
+-119.38,36.56,14.0,3965.0,804.0,1945.0,733.0,2.6906,95300.0,INLAND
+-119.81,37.67,24.0,172.0,42.0,79.0,30.0,3.8333,93800.0,INLAND
+-121.39,38.43,3.0,2696.0,384.0,990.0,316.0,5.4445,237600.0,INLAND
+-118.27,34.01,47.0,921.0,264.0,881.0,221.0,1.4327,114100.0,<1H OCEAN
+-118.33,34.09,36.0,654.0,186.0,416.0,138.0,3.6953,200000.0,<1H OCEAN
+-118.37,34.07,52.0,2195.0,435.0,884.0,432.0,5.24,486400.0,<1H OCEAN
+-117.13,32.73,52.0,2676.0,557.0,1181.0,537.0,3.6058,213100.0,NEAR OCEAN
+-117.08,33.82,6.0,1771.0,293.0,935.0,279.0,4.065,148200.0,INLAND
+-118.29,34.03,29.0,3544.0,1384.0,3323.0,1213.0,1.0219,258300.0,<1H OCEAN
+-121.67,36.68,38.0,5561.0,1292.0,3523.0,1253.0,2.8289,168300.0,<1H OCEAN
+-118.32,33.91,35.0,940.0,197.0,640.0,215.0,4.2,181300.0,<1H OCEAN
+-121.39,38.67,35.0,562.0,174.0,240.0,106.0,0.9338,112500.0,INLAND
+-117.66,34.1,37.0,1971.0,345.0,939.0,358.0,3.4634,145300.0,INLAND
+-117.83,33.77,26.0,4931.0,853.0,2249.0,818.0,4.275,285400.0,<1H OCEAN
+-117.1,32.64,29.0,1578.0,460.0,1236.0,461.0,2.5658,134700.0,NEAR OCEAN
+-118.4,34.21,45.0,972.0,181.0,554.0,187.0,4.8194,181300.0,<1H OCEAN
+-121.51,38.55,46.0,1485.0,278.0,531.0,291.0,2.7885,137200.0,INLAND
+-121.96,37.95,13.0,3216.0,765.0,1627.0,715.0,3.0859,167800.0,INLAND
+-117.69,34.13,8.0,2915.0,371.0,1271.0,354.0,7.9627,345400.0,INLAND
+-121.47,38.48,25.0,2969.0,551.0,1745.0,487.0,2.6382,76200.0,INLAND
+-122.31,40.75,18.0,1411.0,330.0,494.0,227.0,1.4911,75800.0,INLAND
+-118.1,33.94,34.0,1947.0,284.0,841.0,277.0,6.1814,453600.0,<1H OCEAN
+-122.16,37.75,24.0,1790.0,454.0,1137.0,386.0,2.537,107900.0,NEAR BAY
+-118.21,33.93,36.0,1337.0,382.0,1769.0,393.0,2.6953,121000.0,<1H OCEAN
+-118.52,34.2,35.0,2891.0,594.0,1757.0,581.0,4.3571,199800.0,<1H OCEAN
+-117.79,35.21,4.0,2.0,2.0,6.0,2.0,2.375,137500.0,INLAND
+-118.26,34.0,41.0,1733.0,492.0,1776.0,453.0,1.6221,104200.0,<1H OCEAN
+-120.67,37.37,18.0,164.0,30.0,104.0,32.0,1.6607,87500.0,INLAND
+-117.7,33.56,3.0,2443.0,637.0,1033.0,548.0,4.1379,183300.0,<1H OCEAN
+-117.46,34.1,35.0,908.0,226.0,667.0,203.0,2.5833,93500.0,INLAND
+-117.79,33.69,16.0,3067.0,396.0,1275.0,372.0,8.7385,340000.0,<1H OCEAN
+-117.99,34.08,35.0,1032.0,207.0,954.0,191.0,2.8906,134800.0,INLAND
+-119.02,35.38,48.0,346.0,92.0,129.0,63.0,1.1875,63800.0,INLAND
+-117.68,34.99,33.0,1589.0,307.0,853.0,272.0,4.2292,64400.0,INLAND
+-117.15,32.75,40.0,2261.0,579.0,903.0,525.0,2.465,198700.0,NEAR OCEAN
+-121.43,38.57,38.0,2507.0,446.0,888.0,448.0,4.0972,163700.0,INLAND
+-124.16,40.79,46.0,3042.0,597.0,1206.0,541.0,2.1135,90600.0,NEAR OCEAN
+-117.86,33.9,17.0,1452.0,188.0,630.0,194.0,6.9113,285200.0,<1H OCEAN
+-121.34,38.55,11.0,2838.0,498.0,1701.0,504.0,4.1447,114000.0,INLAND
+-121.99,38.53,6.0,4598.0,834.0,2561.0,812.0,3.4186,127300.0,INLAND
+-118.43,34.18,22.0,2052.0,568.0,1254.0,572.0,2.6364,271100.0,<1H OCEAN
+-122.12,37.37,37.0,1446.0,181.0,549.0,190.0,10.7355,500001.0,NEAR BAY
+-117.92,33.65,20.0,1391.0,393.0,856.0,360.0,3.184,220000.0,<1H OCEAN
+-118.32,34.0,50.0,3250.0,693.0,2300.0,675.0,1.95,112600.0,<1H OCEAN
+-122.08,37.38,36.0,857.0,156.0,448.0,168.0,5.0086,366700.0,NEAR BAY
+-122.06,38.26,36.0,1248.0,221.0,672.0,222.0,3.3839,105900.0,INLAND
+-122.44,37.79,52.0,1726.0,384.0,614.0,356.0,3.6812,500000.0,NEAR BAY
+-117.3,33.08,24.0,2628.0,527.0,1389.0,520.0,4.0,343200.0,NEAR OCEAN
+-118.51,34.29,29.0,1287.0,194.0,525.0,187.0,6.4171,319300.0,<1H OCEAN
+-121.2,37.83,18.0,3415.0,580.0,1912.0,562.0,4.4423,161400.0,INLAND
+-117.06,32.99,16.0,1306.0,196.0,713.0,222.0,6.2683,180700.0,<1H OCEAN
+-121.48,38.57,52.0,567.0,193.0,272.0,187.0,1.625,187500.0,INLAND
+-117.07,32.56,9.0,3648.0,895.0,3293.0,840.0,3.0992,142600.0,NEAR OCEAN
+-118.4,33.87,45.0,2093.0,497.0,842.0,472.0,6.3231,500001.0,<1H OCEAN
+-122.48,37.74,52.0,2453.0,508.0,1056.0,453.0,3.6859,311800.0,NEAR OCEAN
+-122.09,37.38,36.0,2587.0,416.0,1055.0,410.0,6.1995,407200.0,NEAR BAY
+-117.65,33.57,5.0,1998.0,500.0,1185.0,446.0,4.3542,195600.0,<1H OCEAN
+-117.76,34.11,22.0,4935.0,954.0,2874.0,938.0,3.9825,180500.0,INLAND
+-118.27,34.1,41.0,3729.0,740.0,1364.0,707.0,5.7778,412700.0,<1H OCEAN
+-122.86,40.56,12.0,1350.0,300.0,423.0,172.0,1.7393,81300.0,INLAND
+-118.3,34.04,24.0,2092.0,585.0,1757.0,538.0,1.7109,175000.0,<1H OCEAN
+-117.03,32.71,34.0,2328.0,444.0,1684.0,429.0,3.25,99600.0,NEAR OCEAN
+-120.43,34.93,10.0,2980.0,585.0,1593.0,562.0,3.285,218300.0,<1H OCEAN
+-121.64,39.74,20.0,1808.0,334.0,763.0,335.0,2.3711,121800.0,INLAND
+-117.96,33.68,25.0,2004.0,349.0,1085.0,343.0,4.7656,230700.0,<1H OCEAN
+-118.34,34.09,37.0,1442.0,501.0,998.0,503.0,2.4432,200000.0,<1H OCEAN
+-118.19,34.07,42.0,1555.0,337.0,1152.0,348.0,3.375,169600.0,<1H OCEAN
+-118.93,35.37,34.0,2412.0,446.0,1558.0,421.0,2.6903,62800.0,INLAND
+-122.19,37.77,45.0,1852.0,393.0,1132.0,349.0,2.7159,101400.0,NEAR BAY
+-119.8,36.75,52.0,1788.0,449.0,1156.0,418.0,1.7298,58400.0,INLAND
+-117.67,35.64,6.0,2115.0,342.0,927.0,337.0,6.1935,115700.0,INLAND
+-118.3,34.06,21.0,3960.0,1490.0,3468.0,1335.0,1.8214,475000.0,<1H OCEAN
+-117.2,32.86,4.0,4308.0,1095.0,1923.0,932.0,3.9356,267000.0,NEAR OCEAN
+-118.09,33.92,36.0,847.0,185.0,713.0,194.0,4.8542,167400.0,<1H OCEAN
+-121.29,37.95,52.0,107.0,79.0,167.0,53.0,0.7917,22500.0,INLAND
+-118.21,33.84,28.0,822.0,205.0,627.0,192.0,3.4583,166300.0,<1H OCEAN
+-121.7,37.93,19.0,2005.0,405.0,972.0,403.0,2.2216,156700.0,INLAND
+-122.51,37.96,39.0,3302.0,684.0,1574.0,653.0,3.6863,263800.0,NEAR BAY
+-118.48,34.03,32.0,1793.0,476.0,1143.0,448.0,2.8981,353600.0,<1H OCEAN
+-117.89,33.71,24.0,4365.0,804.0,2663.0,753.0,4.5814,233300.0,<1H OCEAN
+-117.94,33.94,30.0,1596.0,307.0,845.0,309.0,4.5096,241100.0,<1H OCEAN
+-122.0,37.96,28.0,4071.0,713.0,2033.0,647.0,4.5833,190700.0,INLAND
+-118.29,33.84,11.0,2274.0,617.0,1897.0,622.0,3.5094,162900.0,<1H OCEAN
+-121.75,37.35,18.0,1947.0,250.0,605.0,184.0,8.1871,500001.0,<1H OCEAN
+-117.25,32.73,38.0,1840.0,291.0,633.0,283.0,4.9125,383600.0,NEAR OCEAN
+-120.98,37.79,20.0,2458.0,491.0,1227.0,481.0,2.7857,110900.0,INLAND
+-117.62,33.43,24.0,1296.0,384.0,850.0,367.0,2.7545,231300.0,NEAR OCEAN
+-116.92,32.78,21.0,4192.0,752.0,2101.0,710.0,4.4306,159100.0,<1H OCEAN
+-117.61,33.44,17.0,2036.0,272.0,713.0,265.0,6.5954,346200.0,NEAR OCEAN
+-118.34,34.0,49.0,2863.0,411.0,1108.0,406.0,5.8993,313300.0,<1H OCEAN
+-118.12,33.94,35.0,1813.0,313.0,825.0,316.0,5.2485,323800.0,<1H OCEAN
+-117.66,33.5,16.0,1956.0,346.0,862.0,326.0,4.4732,186300.0,<1H OCEAN
+-121.88,38.0,16.0,2605.0,440.0,1352.0,408.0,4.1947,140300.0,INLAND
+-116.88,33.02,16.0,3204.0,541.0,1818.0,529.0,5.2596,171500.0,<1H OCEAN
+-117.64,33.48,12.0,2007.0,397.0,1033.0,373.0,5.6754,275900.0,<1H OCEAN
+-118.35,33.93,26.0,3156.0,857.0,2394.0,787.0,3.01,191900.0,<1H OCEAN
+-117.21,33.71,16.0,8476.0,1758.0,2711.0,1427.0,2.1848,97900.0,<1H OCEAN
+-117.15,34.83,30.0,5370.0,1062.0,2778.0,944.0,3.099,66800.0,INLAND
+-119.02,36.06,41.0,2279.0,538.0,1908.0,511.0,1.3952,43100.0,INLAND
+-118.1,33.88,18.0,8046.0,1221.0,4276.0,1228.0,6.5515,319600.0,<1H OCEAN
+-118.93,35.44,13.0,1439.0,237.0,557.0,227.0,6.1563,204200.0,INLAND
+-121.95,37.36,25.0,3472.0,956.0,2267.0,944.0,2.7727,235600.0,<1H OCEAN
+-122.03,37.55,22.0,9167.0,1373.0,4319.0,1404.0,6.992,284800.0,NEAR BAY
+-115.6,33.2,37.0,709.0,187.0,390.0,142.0,2.4511,72500.0,INLAND
+-118.1,33.96,36.0,1184.0,240.0,946.0,232.0,4.0357,162500.0,<1H OCEAN
+-117.24,32.74,45.0,1718.0,293.0,757.0,329.0,4.05,284900.0,NEAR OCEAN
+-120.44,37.31,21.0,6911.0,1341.0,3967.0,1297.0,3.0515,95200.0,INLAND
+-122.05,37.89,37.0,1677.0,269.0,689.0,283.0,4.2625,310600.0,NEAR BAY
+-122.04,37.35,20.0,2016.0,313.0,767.0,310.0,6.837,383000.0,<1H OCEAN
+-122.34,37.94,42.0,2206.0,451.0,989.0,444.0,3.125,143900.0,NEAR BAY
+-122.07,37.35,35.0,1579.0,210.0,570.0,196.0,8.5888,500001.0,<1H OCEAN
+-121.49,39.52,25.0,848.0,153.0,436.0,155.0,3.9028,93800.0,INLAND
+-118.18,33.9,32.0,1452.0,365.0,1888.0,366.0,3.5461,146400.0,<1H OCEAN
+-119.57,36.72,11.0,2510.0,460.0,1248.0,445.0,3.6161,99500.0,INLAND
+-121.94,37.25,16.0,3942.0,749.0,1894.0,737.0,5.2894,332800.0,<1H OCEAN
+-117.88,33.63,21.0,9565.0,2289.0,3162.0,1831.0,4.7024,345400.0,<1H OCEAN
+-117.16,32.71,52.0,845.0,451.0,1230.0,375.0,1.0918,22500.0,NEAR OCEAN
+-118.11,33.86,33.0,2389.0,410.0,1229.0,393.0,5.3889,234900.0,<1H OCEAN
+-117.08,32.62,28.0,2468.0,506.0,1353.0,522.0,3.0771,158600.0,NEAR OCEAN
+-118.17,33.98,27.0,1871.0,556.0,2542.0,581.0,2.8427,164400.0,<1H OCEAN
+-121.99,37.96,17.0,2756.0,423.0,1228.0,426.0,5.5872,200600.0,INLAND
+-118.29,33.91,31.0,2025.0,618.0,2231.0,593.0,2.4741,151200.0,<1H OCEAN
+-119.72,34.42,52.0,1759.0,387.0,980.0,402.0,4.0125,261000.0,NEAR OCEAN
+-118.36,33.89,40.0,756.0,122.0,371.0,130.0,5.0299,329200.0,<1H OCEAN
+-122.0,37.36,17.0,6012.0,1737.0,3539.0,1625.0,3.8464,239400.0,<1H OCEAN
+-121.23,38.66,19.0,3243.0,546.0,1334.0,515.0,4.8088,169500.0,INLAND
+-121.47,38.57,39.0,1360.0,368.0,589.0,338.0,2.1691,150000.0,INLAND
+-119.77,36.3,24.0,2202.0,471.0,1052.0,439.0,2.1038,62000.0,INLAND
+-118.25,34.09,52.0,2050.0,429.0,957.0,418.0,3.5603,210000.0,<1H OCEAN
+-118.48,34.07,37.0,4042.0,549.0,1318.0,542.0,12.8665,500001.0,<1H OCEAN
+-118.3,33.98,52.0,1371.0,315.0,986.0,277.0,2.9432,94000.0,<1H OCEAN
+-119.71,34.41,18.0,1225.0,317.0,694.0,306.0,3.6823,255000.0,NEAR OCEAN
+-118.35,34.15,52.0,1680.0,238.0,493.0,211.0,9.042,500001.0,<1H OCEAN
+-117.25,34.49,4.0,2372.0,361.0,1017.0,322.0,5.1112,170900.0,INLAND
+-117.96,33.9,9.0,1899.0,284.0,1070.0,293.0,7.2532,381500.0,<1H OCEAN
+-117.84,35.54,11.0,1751.0,316.0,765.0,296.0,5.0762,98000.0,INLAND
+-121.53,38.58,33.0,4988.0,1169.0,2414.0,1075.0,1.9728,76400.0,INLAND
+-122.89,38.93,20.0,1214.0,247.0,504.0,223.0,2.7188,105700.0,<1H OCEAN
+-117.55,33.9,21.0,1839.0,324.0,871.0,307.0,3.4459,198800.0,INLAND
+-122.64,38.48,19.0,3244.0,449.0,1174.0,454.0,5.8369,255700.0,<1H OCEAN
+-121.77,38.69,47.0,1697.0,318.0,775.0,276.0,3.4559,123100.0,INLAND
+-118.03,33.9,36.0,1143.0,193.0,826.0,188.0,5.3184,171100.0,<1H OCEAN
+-118.16,33.78,29.0,3684.0,1301.0,3891.0,1143.0,1.6955,179700.0,NEAR OCEAN
+-122.06,37.35,31.0,1795.0,281.0,872.0,282.0,8.0599,381800.0,<1H OCEAN
+-121.31,37.44,33.0,69.0,28.0,47.0,14.0,0.536,112500.0,INLAND
+-122.2,38.04,31.0,3029.0,500.0,1236.0,487.0,5.6022,197000.0,NEAR BAY
+-122.26,37.85,52.0,3618.0,768.0,1508.0,755.0,3.2619,309600.0,NEAR BAY
+-118.28,34.05,44.0,968.0,384.0,1805.0,375.0,1.4801,212500.0,<1H OCEAN
+-117.6,33.85,9.0,6538.0,955.0,2928.0,892.0,5.3006,221400.0,<1H OCEAN
+-116.96,33.74,19.0,3649.0,755.0,1717.0,696.0,2.2115,87600.0,INLAND
+-118.03,33.86,19.0,1795.0,328.0,1014.0,322.0,4.535,289300.0,<1H OCEAN
+-122.18,37.68,5.0,2087.0,407.0,840.0,401.0,5.4858,187800.0,NEAR BAY
+-121.2,37.8,37.0,311.0,61.0,171.0,54.0,4.0972,101800.0,INLAND
+-122.1,37.66,36.0,1305.0,225.0,768.0,234.0,4.275,185300.0,NEAR BAY
+-119.72,36.81,15.0,2175.0,564.0,1194.0,482.0,2.6767,87500.0,INLAND
+-118.31,33.98,52.0,1975.0,379.0,1043.0,371.0,2.3977,112200.0,<1H OCEAN
+-117.95,33.93,25.0,3445.0,801.0,2400.0,750.0,3.4702,161900.0,<1H OCEAN
+-120.66,39.72,15.0,3763.0,784.0,717.0,348.0,2.2019,130500.0,INLAND
+-121.25,40.27,25.0,958.0,245.0,28.0,16.0,2.625,67500.0,INLAND
+-118.36,33.98,46.0,1425.0,283.0,782.0,273.0,5.057,246300.0,<1H OCEAN
+-122.43,37.8,52.0,2994.0,821.0,1240.0,779.0,3.3715,500000.0,NEAR BAY
+-120.79,37.82,17.0,4227.0,729.0,1809.0,679.0,3.2667,269500.0,INLAND
+-118.38,34.05,35.0,3517.0,879.0,1632.0,784.0,3.0956,500001.0,<1H OCEAN
+-122.15,37.74,41.0,856.0,178.0,571.0,191.0,3.1458,130600.0,NEAR BAY
+-124.11,40.57,33.0,1348.0,234.0,573.0,236.0,2.4896,74100.0,<1H OCEAN
+-121.49,38.59,20.0,463.0,180.0,486.0,190.0,1.0313,85000.0,INLAND
+-118.16,33.78,39.0,4075.0,1085.0,2470.0,1025.0,2.3317,222500.0,NEAR OCEAN
+-122.87,38.48,27.0,3894.0,776.0,1832.0,715.0,3.5085,187800.0,<1H OCEAN
+-118.8,34.41,45.0,1610.0,,1148.0,347.0,2.7,120400.0,<1H OCEAN
+-122.28,37.87,46.0,3022.0,696.0,1293.0,675.0,2.543,220700.0,NEAR BAY
+-117.08,33.16,11.0,6341.0,1030.0,2697.0,977.0,4.8554,206700.0,<1H OCEAN
+-122.54,38.14,16.0,4431.0,603.0,1659.0,630.0,7.5412,392100.0,NEAR BAY
+-115.57,32.79,50.0,1291.0,277.0,864.0,274.0,1.6667,68100.0,INLAND
+-117.21,32.82,31.0,2035.0,383.0,866.0,360.0,3.8529,212000.0,NEAR OCEAN
+-122.23,37.47,39.0,5264.0,1259.0,3057.0,1265.0,3.623,276600.0,NEAR OCEAN
+-122.25,37.79,39.0,461.0,129.0,381.0,123.0,1.6,112500.0,NEAR BAY
+-118.14,33.76,50.0,2960.0,761.0,1179.0,718.0,3.5214,398100.0,NEAR OCEAN
+-118.11,33.92,34.0,1414.0,263.0,983.0,264.0,4.1767,156600.0,<1H OCEAN
+-121.39,38.58,41.0,2577.0,365.0,913.0,339.0,6.3406,448300.0,INLAND
+-120.83,35.36,28.0,4323.0,886.0,1650.0,705.0,2.7266,266800.0,NEAR OCEAN
+-119.04,35.41,20.0,3268.0,833.0,1622.0,758.0,1.3587,67500.0,INLAND
+-117.23,32.74,35.0,2615.0,525.0,1312.0,547.0,4.1339,238200.0,NEAR OCEAN
+-121.77,36.93,33.0,1406.0,317.0,1075.0,301.0,3.2813,190000.0,<1H OCEAN
+-120.61,37.03,34.0,1841.0,354.0,1019.0,356.0,1.7841,67500.0,INLAND
+-122.87,39.13,15.0,1927.0,427.0,810.0,321.0,1.6369,86500.0,INLAND
+-121.53,39.52,30.0,1030.0,161.0,448.0,159.0,2.4821,73800.0,INLAND
+-120.44,34.87,13.0,2312.0,352.0,1084.0,388.0,5.038,194000.0,<1H OCEAN
+-119.56,36.71,29.0,1963.0,392.0,1208.0,398.0,2.5741,73000.0,INLAND
+-122.1,37.41,33.0,6277.0,1274.0,3025.0,1211.0,5.4721,343300.0,NEAR BAY
+-118.2,33.77,42.0,517.0,233.0,995.0,212.0,2.225,106300.0,NEAR OCEAN
+-119.99,37.51,14.0,2878.0,617.0,1011.0,509.0,1.398,103800.0,INLAND
+-122.46,37.78,47.0,1682.0,379.0,837.0,375.0,5.2806,400000.0,NEAR BAY
+-118.3,33.75,48.0,1958.0,386.0,1098.0,380.0,4.625,273400.0,<1H OCEAN
+-117.79,34.07,33.0,1694.0,333.0,1689.0,301.0,3.7583,116300.0,INLAND
+-118.46,34.18,33.0,1791.0,386.0,844.0,397.0,4.5081,251400.0,<1H OCEAN
+-122.07,37.94,43.0,1454.0,234.0,683.0,258.0,4.475,265700.0,NEAR BAY
+-118.96,35.41,29.0,3548.0,729.0,1542.0,659.0,2.947,87100.0,INLAND
+-121.27,37.88,43.0,968.0,249.0,664.0,240.0,1.6458,83600.0,INLAND
+-119.23,35.77,26.0,2636.0,468.0,1416.0,485.0,4.1917,84000.0,INLAND
+-119.84,36.8,19.0,3244.0,776.0,1463.0,710.0,2.0469,66900.0,INLAND
+-122.59,38.78,15.0,764.0,145.0,366.0,143.0,3.375,103100.0,INLAND
+-118.02,34.05,28.0,991.0,255.0,1145.0,265.0,2.3611,167000.0,<1H OCEAN
+-121.26,37.98,32.0,3274.0,820.0,2050.0,738.0,2.1265,55700.0,INLAND
+-119.98,38.9,16.0,3109.0,572.0,885.0,334.0,3.5,134700.0,INLAND
+-118.44,34.06,13.0,4833.0,1119.0,1649.0,807.0,6.2389,500001.0,<1H OCEAN
+-118.41,34.03,26.0,4376.0,1394.0,2435.0,1250.0,2.8418,327300.0,<1H OCEAN
+-118.47,34.24,19.0,2405.0,661.0,1855.0,621.0,2.3111,255400.0,<1H OCEAN
+-122.49,37.74,52.0,2302.0,457.0,1154.0,424.0,4.5744,315200.0,NEAR OCEAN
+-117.65,34.03,15.0,4420.0,903.0,2373.0,858.0,3.449,149100.0,INLAND
+-122.03,36.97,52.0,403.0,72.0,200.0,73.0,1.6923,262500.0,NEAR OCEAN
+-121.33,38.65,24.0,3533.0,741.0,1496.0,723.0,2.8106,183200.0,INLAND
+-121.62,39.76,14.0,2063.0,559.0,934.0,529.0,1.7788,85800.0,INLAND
+-118.01,34.09,32.0,1613.0,361.0,1283.0,404.0,3.1944,181700.0,INLAND
+-118.15,34.69,32.0,1300.0,234.0,712.0,249.0,3.25,107500.0,INLAND
+-122.24,37.48,45.0,4126.0,696.0,1722.0,668.0,4.8966,362100.0,NEAR OCEAN
+-118.99,36.07,21.0,983.0,165.0,672.0,169.0,2.975,63900.0,INLAND
+-118.44,34.05,20.0,5943.0,1538.0,2492.0,1429.0,4.1141,305000.0,<1H OCEAN
+-121.56,39.08,26.0,1377.0,289.0,761.0,267.0,1.4934,48300.0,INLAND
+-118.33,33.96,42.0,2084.0,517.0,1062.0,451.0,2.0057,198200.0,<1H OCEAN
+-118.19,33.77,21.0,2103.0,727.0,1064.0,603.0,1.6178,137500.0,NEAR OCEAN
+-123.79,39.5,24.0,1421.0,291.0,588.0,274.0,2.325,157300.0,<1H OCEAN
+-118.39,34.18,44.0,477.0,91.0,220.0,112.0,3.3906,223800.0,<1H OCEAN
+-122.03,37.37,41.0,2123.0,425.0,1032.0,435.0,4.6957,284800.0,<1H OCEAN
+-117.74,34.08,35.0,1613.0,298.0,911.0,293.0,3.4398,134300.0,INLAND
+-117.22,34.54,8.0,12526.0,2495.0,6133.0,2324.0,2.9072,119200.0,INLAND
+-118.11,33.81,36.0,1252.0,209.0,558.0,214.0,3.9722,235600.0,<1H OCEAN
+-118.7,34.53,5.0,14275.0,2474.0,7158.0,2311.0,5.4284,236300.0,INLAND
+-117.32,33.12,25.0,2670.0,527.0,936.0,461.0,2.7717,354000.0,NEAR OCEAN
+-117.9,33.67,26.0,2507.0,393.0,1333.0,392.0,6.1601,266100.0,<1H OCEAN
+-116.0,33.19,16.0,245.0,57.0,81.0,33.0,1.2639,51300.0,INLAND
+-122.01,37.56,6.0,3028.0,778.0,1531.0,736.0,4.4259,158000.0,NEAR BAY

ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_003/test_current.csv

@@ -0,0 +1,6 @@
+longitude,latitude,housing_median_age,total_rooms,total_bedrooms,population,households,median_income,median_house_value,ocean_proximity
+-122.45,37.77,52.0,3939.0,852.0,1737.0,797.0,4.5052,500001.0,NEAR BAY
+-117.65,33.53,7.0,6814.0,785.0,2175.0,681.0,10.49,500001.0,<1H OCEAN
+-122.56,37.95,34.0,2677.0,411.0,933.0,410.0,6.1444,500001.0,NEAR OCEAN
+-117.97,34.15,33.0,2474.0,472.0,1268.0,437.0,6.4576,500001.0,INLAND
+-120.16,34.61,17.0,921.0,189.0,434.0,219.0,3.0185,500001.0,NEAR OCEAN

ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_004/current.csv

@@ -0,0 +1,201 @@
+longitude,latitude,housing_median_age,total_rooms,total_bedrooms,population,households,median_income,ocean_proximity
+-117.87,33.87,15.0,1898.0,476.0,1766.0,455.0,2.4929,<1H OCEAN
+-121.43,38.58,35.0,5298.0,954.0,1933.0,918.0,3.9167,INLAND
+-118.0,34.14,31.0,1298.0,431.0,1131.0,425.0,1.0548,INLAND
+-118.3,34.07,26.0,2107.0,757.0,2660.0,740.0,2.3375,<1H OCEAN
+-118.34,33.94,36.0,2796.0,1041.0,4033.0,944.0,2.4886,<1H OCEAN
+-118.19,33.81,21.0,1835.0,427.0,1038.0,384.0,4.4559,NEAR OCEAN
+-122.25,37.87,41.0,685.0,141.0,266.0,123.0,5.2289,NEAR BAY
+-120.72,38.42,17.0,5654.0,1085.0,2237.0,953.0,3.0465,INLAND
+-122.45,37.66,35.0,2738.0,509.0,1545.0,493.0,5.3446,NEAR OCEAN
+-121.14,37.52,37.0,1358.0,231.0,586.0,214.0,3.1645,INLAND
+-117.2,32.82,35.0,2772.0,537.0,1392.0,521.0,3.337,NEAR OCEAN
+-118.06,34.09,40.0,1975.0,389.0,1116.0,378.0,4.2898,<1H OCEAN
+-121.03,37.67,24.0,2162.0,459.0,1468.0,441.0,3.1857,INLAND
+-118.48,33.96,16.0,895.0,181.0,237.0,149.0,12.0088,<1H OCEAN
+-118.4,33.86,18.0,5152.0,1365.0,2286.0,1243.0,5.1677,<1H OCEAN
+-117.83,33.74,23.0,1818.0,522.0,958.0,485.0,2.6771,<1H OCEAN
+-117.28,34.26,18.0,3895.0,,1086.0,375.0,3.3672,INLAND
+-117.26,32.99,16.0,2127.0,512.0,1532.0,499.0,2.7348,NEAR OCEAN
+-118.5,34.19,35.0,2720.0,490.0,1158.0,445.0,5.0796,<1H OCEAN
+-117.97,33.84,35.0,793.0,128.0,589.0,137.0,5.25,<1H OCEAN
+-119.79,36.84,22.0,1529.0,375.0,1543.0,395.0,1.7926,INLAND
+-121.35,38.55,18.0,4481.0,780.0,2211.0,775.0,3.9934,INLAND
+-118.29,34.05,40.0,907.0,349.0,1426.0,323.0,1.8571,<1H OCEAN
+-118.41,34.25,36.0,1146.0,259.0,1173.0,272.0,3.6016,<1H OCEAN
+-122.32,40.42,17.0,3019.0,578.0,1538.0,545.0,2.793,INLAND
+-119.06,36.15,25.0,2402.0,478.0,1527.0,461.0,2.3194,INLAND
+-122.21,37.8,50.0,2833.0,605.0,1260.0,552.0,2.8929,NEAR BAY
+-121.74,38.56,18.0,3960.0,1151.0,2248.0,1144.0,1.7257,INLAND
+-118.34,33.97,45.0,2230.0,364.0,949.0,344.0,5.5,<1H OCEAN
+-118.17,33.88,29.0,815.0,206.0,590.0,183.0,3.0052,<1H OCEAN
+-120.94,39.32,14.0,3120.0,595.0,1569.0,556.0,3.5385,INLAND
+-120.93,39.9,20.0,1511.0,328.0,791.0,320.0,2.0221,INLAND
+-118.24,33.93,37.0,1027.0,258.0,824.0,248.0,1.5132,<1H OCEAN
+-120.1,36.16,17.0,598.0,160.0,715.0,146.0,2.3295,INLAND
+-117.12,32.91,8.0,3405.0,961.0,1742.0,918.0,2.8728,<1H OCEAN
+-122.08,37.38,36.0,782.0,130.0,348.0,128.0,6.828,NEAR BAY
+-121.48,36.49,28.0,1006.0,228.0,738.0,193.0,1.9722,<1H OCEAN
+-118.21,34.07,42.0,902.0,318.0,1312.0,323.0,1.9375,<1H OCEAN
+-117.26,32.95,15.0,1882.0,233.0,704.0,219.0,6.9794,NEAR OCEAN
+-117.81,34.08,13.0,18448.0,2474.0,7775.0,2397.0,7.7876,INLAND
+-116.76,34.14,4.0,42.0,10.0,9.0,3.0,0.536,INLAND
+-122.26,37.88,52.0,2604.0,837.0,1798.0,769.0,1.725,NEAR BAY
+-117.81,33.77,31.0,4624.0,624.0,1852.0,635.0,7.2392,<1H OCEAN
+-119.8,36.73,45.0,925.0,231.0,797.0,228.0,1.7011,INLAND
+-122.88,39.14,20.0,1125.0,231.0,521.0,196.0,2.2188,INLAND
+-121.92,36.57,42.0,3944.0,738.0,1374.0,598.0,4.174,NEAR OCEAN
+-118.25,33.95,28.0,2136.0,,1799.0,476.0,1.5427,<1H OCEAN
+-121.93,37.33,44.0,2142.0,358.0,846.0,375.0,5.4273,<1H OCEAN
+-117.99,33.88,42.0,1461.0,302.0,986.0,314.0,3.9559,<1H OCEAN
+-121.91,37.44,26.0,1669.0,276.0,951.0,278.0,4.7794,<1H OCEAN
+-123.22,40.54,27.0,1573.0,361.0,847.0,330.0,1.9034,INLAND
+-115.53,32.97,34.0,2231.0,545.0,1568.0,510.0,1.5217,INLAND
+-119.76,36.72,24.0,1240.0,265.0,1035.0,232.0,2.875,INLAND
+-118.46,34.2,22.0,4855.0,1350.0,2519.0,1258.0,3.0893,<1H OCEAN
+-122.09,37.35,30.0,1502.0,186.0,501.0,180.0,10.0259,NEAR BAY
+-118.07,34.14,42.0,3200.0,685.0,1668.0,628.0,3.375,INLAND
+-117.96,33.8,30.0,729.0,131.0,488.0,139.0,4.7667,<1H OCEAN
+-117.94,33.87,46.0,2066.0,450.0,1275.0,448.0,3.9375,<1H OCEAN
+-117.08,33.03,15.0,3023.0,623.0,1283.0,559.0,3.3724,<1H OCEAN
+-119.63,36.79,19.0,1317.0,189.0,517.0,187.0,4.526,INLAND
+-118.38,34.21,33.0,1981.0,484.0,1665.0,466.0,3.0833,<1H OCEAN
+-119.02,35.39,30.0,227.0,75.0,169.0,101.0,1.3527,INLAND
+-122.15,37.44,52.0,1945.0,293.0,708.0,275.0,6.1655,NEAR BAY
+-122.04,37.66,10.0,2031.0,357.0,867.0,352.0,5.3169,NEAR BAY
+-117.13,32.8,33.0,2731.0,456.0,1263.0,445.0,4.5568,NEAR OCEAN
+-117.99,33.72,14.0,2127.0,537.0,1338.0,475.0,3.628,<1H OCEAN
+-118.58,34.22,35.0,1969.0,339.0,950.0,340.0,4.875,<1H OCEAN
+-117.87,34.02,16.0,3552.0,575.0,2120.0,573.0,6.4333,<1H OCEAN
+-118.34,34.05,39.0,975.0,292.0,723.0,285.0,2.2725,<1H OCEAN
+-121.14,39.1,13.0,1085.0,227.0,629.0,214.0,5.0389,INLAND
+-117.9,34.08,32.0,2068.0,356.0,976.0,370.0,5.212,<1H OCEAN
+-118.23,33.92,32.0,1735.0,430.0,1699.0,386.0,1.1793,<1H OCEAN
+-122.15,37.69,38.0,1246.0,221.0,637.0,222.0,3.6625,NEAR BAY
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+-117.03,32.8,19.0,3866.0,775.0,1554.0,703.0,4.3281,<1H OCEAN
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ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_004/info.json

@@ -0,0 +1,77 @@
+{
+    "name": "California Housing Prices",
+    "source": "https://www.kaggle.com/datasets/camnugent/california-housing-prices/data",
+    "data_intro": "The data pertains to the houses found in a given California district and some summary stats about them based on the 1990 census data.",
+    "is_splited": false,
+    "overall_size": 20640,
+    "train_size": 0,
+    "test_size": 0,
+    "c_classes": 1,
+    "n_classes": 9,
+    "task_type": "regression",
+    "target": {
+        "median_house_value": "Given the location and population and other information, predict the median house value or population or total_bedrooms of the block in US Dollars"
+    },
+    "cat_feature_intro": {
+        "ocean_proximity": "- ocean_proximity: Location of the house w.r.t ocean/sea, NEAR BAY, NEAR OCEAN, INLAND, <1H OCEAN"
+    },
+    "num_feature_intro": {
+        "longitude": "- longitude: The longitude of the house",
+        "latitude": "- latitude: The latitude of the house",
+        "housing_median_age": "- housing_median_age: Median age of a house within a block; a lower number is a newer building",
+        "total_rooms": "- total_rooms: Total number of rooms in the house",
+        "total_bedrooms": "- total_bedrooms: Total number of rooms within a block",
+        "population": "- population: Total number of people residing within a block",
+        "households": "- households: Total number of households, a group of people residing within a home unit, for a block",
+        "median_income": "- median_income: Median income for households within a block of houses (measured in tens of thousands of US Dollars",
+        "median_house_value": "median_house_value: Median house value for households within a block (measured in US Dollars)"
+    },
+    "evaluation_metric": null,
+    "num_feature_value": {
+        "households": [
+            1.0,
+            6082.0
+        ],
+        "housing_median_age": [
+            1.0,
+            52.0
+        ],
+        "latitude": [
+            32.54,
+            41.95
+        ],
+        "longitude": [
+            -124.35,
+            -114.31
+        ],
+        "median_house_value": [
+            14999.0,
+            500001.0
+        ],
+        "median_income": [
+            0.4999,
+            15.0001
+        ],
+        "population": [
+            3.0,
+            35682.0
+        ],
+        "total_bedrooms": [
+            1.0,
+            6445.0
+        ],
+        "total_rooms": [
+            2.0,
+            39320.0
+        ]
+    },
+    "cat_feature_value": {
+        "ocean_proximity": [
+            "<1H OCEAN",
+            "INLAND",
+            "ISLAND",
+            "NEAR BAY",
+            "NEAR OCEAN"
+        ]
+    }
+}

ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_004/test.csv

@@ -0,0 +1,501 @@
+longitude,latitude,housing_median_age,total_rooms,total_bedrooms,population,households,median_income,median_house_value,ocean_proximity
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+-122.04,39.72,23.0,2502.0,481.0,1443.0,455.0,2.5625,70000.0,INLAND
+-117.87,33.87,15.0,1898.0,476.0,1766.0,455.0,2.4929,158500.0,<1H OCEAN
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+-118.01,33.83,24.0,4639.0,1374.0,3093.0,1257.0,2.5577,202300.0,<1H OCEAN
+-117.2,32.82,35.0,2772.0,537.0,1392.0,521.0,3.337,172300.0,NEAR OCEAN
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+-117.83,33.74,23.0,1818.0,522.0,958.0,485.0,2.6771,131500.0,<1H OCEAN
+-117.28,34.26,18.0,3895.0,,1086.0,375.0,3.3672,133600.0,INLAND
+-117.26,32.99,16.0,2127.0,512.0,1532.0,499.0,2.7348,231300.0,NEAR OCEAN
+-118.5,34.19,35.0,2720.0,490.0,1158.0,445.0,5.0796,228300.0,<1H OCEAN
+-117.97,33.84,35.0,793.0,128.0,589.0,137.0,5.25,190200.0,<1H OCEAN
+-119.79,36.84,22.0,1529.0,375.0,1543.0,395.0,1.7926,51700.0,INLAND
+-121.35,38.55,18.0,4481.0,780.0,2211.0,775.0,3.9934,123300.0,INLAND
+-118.46,33.99,52.0,1158.0,253.0,528.0,253.0,3.5234,334700.0,<1H OCEAN
+-118.61,34.2,29.0,1673.0,284.0,794.0,270.0,5.5191,245800.0,<1H OCEAN
+-118.4,34.25,13.0,1872.0,497.0,1927.0,432.0,2.2019,134200.0,<1H OCEAN
+-118.29,34.05,40.0,907.0,349.0,1426.0,323.0,1.8571,143800.0,<1H OCEAN
+-121.27,38.62,13.0,2321.0,539.0,1066.0,497.0,2.7652,95600.0,INLAND
+-116.93,32.87,17.0,3722.0,670.0,1561.0,604.0,3.6027,211900.0,<1H OCEAN
+-118.33,33.9,21.0,6603.0,1984.0,5546.0,1745.0,2.6091,163900.0,<1H OCEAN
+-122.49,37.63,31.0,1256.0,328.0,785.0,297.0,3.2446,234600.0,NEAR OCEAN
+-118.41,34.25,36.0,1146.0,259.0,1173.0,272.0,3.6016,153800.0,<1H OCEAN
+-122.47,37.85,19.0,1926.0,593.0,881.0,546.0,2.9145,140400.0,NEAR BAY
+-122.32,40.42,17.0,3019.0,578.0,1538.0,545.0,2.793,76500.0,INLAND
+-120.4,37.3,28.0,1401.0,,967.0,257.0,1.5917,89400.0,INLAND
+-122.18,37.7,36.0,2639.0,533.0,1209.0,519.0,4.0268,205500.0,NEAR BAY
+-118.17,33.77,12.0,4409.0,1401.0,3068.0,1262.0,2.2808,154700.0,NEAR OCEAN
+-117.39,34.11,5.0,2987.0,457.0,1821.0,485.0,4.8889,138900.0,INLAND
+-118.45,34.18,39.0,1810.0,388.0,839.0,380.0,3.7171,228800.0,<1H OCEAN
+-121.73,36.93,29.0,2931.0,535.0,1954.0,506.0,3.2917,224700.0,<1H OCEAN
+-119.06,36.15,25.0,2402.0,478.0,1527.0,461.0,2.3194,52900.0,INLAND
+-118.1,34.1,29.0,1937.0,448.0,1352.0,433.0,3.81,234600.0,<1H OCEAN
+-122.21,37.8,50.0,2833.0,605.0,1260.0,552.0,2.8929,216700.0,NEAR BAY
+-120.06,39.09,30.0,2979.0,583.0,316.0,124.0,2.1987,124000.0,INLAND
+-118.12,34.02,36.0,1595.0,383.0,1105.0,359.0,2.4286,205600.0,<1H OCEAN
+-121.74,38.56,18.0,3960.0,1151.0,2248.0,1144.0,1.7257,179100.0,INLAND
+-117.98,33.87,25.0,2037.0,515.0,1435.0,496.0,3.3199,188800.0,<1H OCEAN
+-118.34,33.97,45.0,2230.0,364.0,949.0,344.0,5.5,188200.0,<1H OCEAN
+-121.42,37.74,38.0,773.0,147.0,320.0,134.0,2.825,152500.0,INLAND
+-118.17,33.88,29.0,815.0,206.0,590.0,183.0,3.0052,166700.0,<1H OCEAN
+-121.87,37.67,28.0,1812.0,294.0,853.0,278.0,4.9879,229400.0,INLAND
+-117.13,32.92,16.0,2173.0,399.0,1460.0,393.0,4.2614,169600.0,<1H OCEAN
+-122.42,37.74,52.0,1786.0,427.0,856.0,394.0,3.0833,328100.0,NEAR BAY
+-118.24,34.01,48.0,396.0,99.0,485.0,110.0,2.375,107500.0,<1H OCEAN
+-120.94,39.32,14.0,3120.0,595.0,1569.0,556.0,3.5385,157400.0,INLAND
+-120.93,39.9,20.0,1511.0,328.0,791.0,320.0,2.0221,70900.0,INLAND
+-118.24,33.93,37.0,1027.0,258.0,824.0,248.0,1.5132,86300.0,<1H OCEAN
+-120.1,36.16,17.0,598.0,160.0,715.0,146.0,2.3295,55000.0,INLAND
+-117.12,32.91,8.0,3405.0,961.0,1742.0,918.0,2.8728,114600.0,<1H OCEAN
+-121.0,37.67,26.0,90.0,18.0,47.0,18.0,1.125,87500.0,INLAND
+-122.08,37.38,36.0,782.0,130.0,348.0,128.0,6.828,383900.0,NEAR BAY
+-119.6,36.57,42.0,2311.0,439.0,1347.0,436.0,2.5556,69700.0,INLAND
+-118.49,34.27,34.0,4877.0,815.0,2521.0,781.0,5.5714,225900.0,<1H OCEAN
+-117.01,32.67,17.0,2319.0,348.0,1125.0,337.0,5.551,266900.0,NEAR OCEAN
+-122.74,38.47,16.0,1426.0,287.0,525.0,260.0,3.0714,161700.0,<1H OCEAN
+-122.5,37.76,50.0,1993.0,410.0,1009.0,374.0,3.9464,295600.0,NEAR OCEAN
+-116.92,32.76,9.0,1859.0,307.0,947.0,304.0,5.9202,181300.0,<1H OCEAN
+-122.31,40.45,10.0,1187.0,236.0,728.0,248.0,2.0469,66800.0,INLAND
+-121.31,37.81,36.0,284.0,53.0,130.0,47.0,3.1429,179200.0,INLAND
+-121.48,36.49,28.0,1006.0,228.0,738.0,193.0,1.9722,210700.0,<1H OCEAN
+-118.21,33.79,32.0,2020.0,613.0,2557.0,562.0,2.1397,145300.0,NEAR OCEAN
+-122.32,37.52,26.0,4042.0,591.0,1611.0,578.0,8.4693,419200.0,NEAR OCEAN
+-118.21,34.07,42.0,902.0,318.0,1312.0,323.0,1.9375,168800.0,<1H OCEAN
+-118.11,33.91,22.0,1981.0,472.0,1231.0,457.0,4.0878,153700.0,<1H OCEAN
+-117.26,32.95,15.0,1882.0,233.0,704.0,219.0,6.9794,500001.0,NEAR OCEAN
+-117.81,34.08,13.0,18448.0,2474.0,7775.0,2397.0,7.7876,348900.0,INLAND
+-117.88,33.87,21.0,1519.0,388.0,1203.0,366.0,3.2083,145300.0,<1H OCEAN
+-116.76,34.14,4.0,42.0,10.0,9.0,3.0,0.536,42500.0,INLAND
+-118.65,34.18,27.0,1793.0,339.0,1016.0,326.0,4.925,240300.0,<1H OCEAN
+-119.95,38.95,22.0,1058.0,352.0,851.0,269.0,2.02,87500.0,INLAND
+-118.09,34.1,40.0,1904.0,393.0,1183.0,364.0,3.6696,210400.0,<1H OCEAN
+-122.26,37.88,52.0,2604.0,837.0,1798.0,769.0,1.725,287500.0,NEAR BAY
+-117.88,34.13,33.0,3713.0,718.0,2106.0,720.0,4.0023,185500.0,<1H OCEAN
+-122.27,37.45,41.0,830.0,136.0,353.0,153.0,6.3824,500001.0,NEAR OCEAN
+-117.81,33.77,31.0,4624.0,624.0,1852.0,635.0,7.2392,334600.0,<1H OCEAN
+-119.8,36.73,45.0,925.0,231.0,797.0,228.0,1.7011,44800.0,INLAND
+-122.2,37.81,45.0,2964.0,436.0,1067.0,426.0,6.7851,323500.0,NEAR BAY
+-121.97,38.04,38.0,2505.0,554.0,1595.0,498.0,2.5833,83500.0,INLAND
+-122.28,37.8,52.0,96.0,31.0,191.0,34.0,0.75,162500.0,NEAR BAY
+-122.88,39.14,20.0,1125.0,231.0,521.0,196.0,2.2188,106300.0,INLAND
+-121.92,36.57,42.0,3944.0,738.0,1374.0,598.0,4.174,394400.0,NEAR OCEAN
+-118.25,33.95,28.0,2136.0,,1799.0,476.0,1.5427,95700.0,<1H OCEAN
+-122.29,37.87,44.0,2539.0,755.0,1382.0,713.0,2.537,175000.0,NEAR BAY
+-118.17,33.74,36.0,2006.0,453.0,807.0,426.0,3.7838,500001.0,NEAR OCEAN
+-117.26,33.05,14.0,2323.0,373.0,1057.0,372.0,6.2513,240900.0,NEAR OCEAN
+-121.93,37.33,44.0,2142.0,358.0,846.0,375.0,5.4273,421000.0,<1H OCEAN
+-117.99,33.88,42.0,1461.0,302.0,986.0,314.0,3.9559,161100.0,<1H OCEAN
+-121.91,37.44,26.0,1669.0,276.0,951.0,278.0,4.7794,225800.0,<1H OCEAN
+-123.22,40.54,27.0,1573.0,361.0,847.0,330.0,1.9034,49600.0,INLAND
+-121.42,38.64,44.0,1728.0,367.0,1042.0,349.0,1.6033,58500.0,INLAND
+-115.53,32.97,34.0,2231.0,545.0,1568.0,510.0,1.5217,60300.0,INLAND
+-122.59,38.78,15.0,764.0,145.0,366.0,143.0,3.375,103100.0,INLAND
+-117.82,33.78,25.0,4977.0,645.0,2061.0,646.0,6.58,318500.0,<1H OCEAN
+-122.48,37.76,48.0,2304.0,558.0,1273.0,512.0,3.275,332100.0,NEAR BAY
+-119.76,36.72,24.0,1240.0,265.0,1035.0,232.0,2.875,60600.0,INLAND
+-118.37,34.16,40.0,1973.0,382.0,774.0,352.0,4.4122,282300.0,<1H OCEAN
+-118.46,34.2,22.0,4855.0,1350.0,2519.0,1258.0,3.0893,205600.0,<1H OCEAN
+-122.09,37.35,30.0,1502.0,186.0,501.0,180.0,10.0259,500001.0,NEAR BAY
+-118.07,34.14,42.0,3200.0,685.0,1668.0,628.0,3.375,260400.0,INLAND
+-116.54,33.79,18.0,9374.0,1780.0,1678.0,919.0,3.9737,235600.0,INLAND
+-117.96,33.8,30.0,729.0,131.0,488.0,139.0,4.7667,195200.0,<1H OCEAN
+-117.94,33.87,46.0,2066.0,450.0,1275.0,448.0,3.9375,187000.0,<1H OCEAN
+-117.08,33.03,15.0,3023.0,623.0,1283.0,559.0,3.3724,137900.0,<1H OCEAN
+-122.03,37.36,16.0,2697.0,803.0,1369.0,723.0,4.4699,367400.0,<1H OCEAN
+-119.63,36.79,19.0,1317.0,189.0,517.0,187.0,4.526,148700.0,INLAND
+-121.84,36.62,26.0,32.0,8.0,27.0,10.0,2.225,150000.0,<1H OCEAN
+-120.47,37.29,16.0,749.0,222.0,1277.0,224.0,1.2054,60900.0,INLAND
+-118.3,33.72,28.0,2510.0,583.0,1388.0,554.0,3.3397,267800.0,NEAR OCEAN
+-117.97,33.77,22.0,2244.0,575.0,1543.0,533.0,2.6618,179600.0,<1H OCEAN
+-118.46,34.03,39.0,1244.0,283.0,886.0,284.0,3.125,325000.0,<1H OCEAN
+-118.2,33.87,42.0,1482.0,310.0,1052.0,317.0,3.9469,158200.0,<1H OCEAN
+-118.38,34.21,33.0,1981.0,484.0,1665.0,466.0,3.0833,179100.0,<1H OCEAN
+-119.02,35.39,30.0,227.0,75.0,169.0,101.0,1.3527,60000.0,INLAND
+-122.15,37.44,52.0,1945.0,293.0,708.0,275.0,6.1655,500001.0,NEAR BAY
+-119.17,34.17,34.0,2749.0,539.0,2330.0,559.0,4.2137,185600.0,NEAR OCEAN
+-122.33,38.0,35.0,3779.0,711.0,2493.0,679.0,2.9781,109000.0,NEAR BAY
+-122.04,37.66,10.0,2031.0,357.0,867.0,352.0,5.3169,299200.0,NEAR BAY
+-122.57,38.11,32.0,3521.0,748.0,1706.0,723.0,3.4705,228600.0,NEAR BAY
+-122.31,37.54,45.0,1222.0,220.0,492.0,205.0,5.539,396900.0,NEAR OCEAN
+-117.66,35.61,5.0,5735.0,932.0,2623.0,862.0,4.8494,87200.0,INLAND
+-117.13,32.8,33.0,2731.0,456.0,1263.0,445.0,4.5568,175300.0,NEAR OCEAN
+-117.77,33.53,46.0,1033.0,223.0,462.0,224.0,3.2708,384700.0,<1H OCEAN
+-122.14,37.43,52.0,1944.0,308.0,696.0,293.0,8.2664,500001.0,NEAR BAY
+-122.41,37.8,52.0,1724.0,416.0,1016.0,395.0,3.3839,400000.0,NEAR BAY
+-122.87,38.43,36.0,1987.0,387.0,1065.0,347.0,4.0446,172200.0,<1H OCEAN
+-118.3,33.79,9.0,2782.0,884.0,1790.0,748.0,2.9154,203300.0,<1H OCEAN
+-121.39,38.51,19.0,1808.0,375.0,758.0,320.0,2.0062,92000.0,INLAND
+-117.99,33.72,14.0,2127.0,537.0,1338.0,475.0,3.628,188500.0,<1H OCEAN
+-118.34,33.88,31.0,3122.0,727.0,1885.0,715.0,3.8657,298400.0,<1H OCEAN
+-122.08,37.65,17.0,5018.0,1439.0,3069.0,1299.0,2.7694,161900.0,NEAR BAY
+-118.58,34.22,35.0,1969.0,339.0,950.0,340.0,4.875,230400.0,<1H OCEAN
+-118.21,34.07,31.0,1453.0,404.0,1486.0,389.0,2.3859,153100.0,<1H OCEAN
+-118.26,33.92,42.0,3320.0,682.0,2105.0,632.0,1.9809,104600.0,<1H OCEAN
+-118.51,34.16,23.0,11154.0,1995.0,4076.0,1809.0,5.4609,500001.0,<1H OCEAN
+-118.26,34.13,37.0,1383.0,470.0,1185.0,451.0,2.5,207100.0,<1H OCEAN
+-118.48,35.61,17.0,4002.0,930.0,1614.0,731.0,1.6236,67300.0,INLAND
+-117.87,34.02,16.0,3552.0,575.0,2120.0,573.0,6.4333,271500.0,<1H OCEAN
+-118.88,34.42,20.0,728.0,120.0,360.0,115.0,6.1244,375000.0,<1H OCEAN
+-122.06,37.71,36.0,3541.0,570.0,1478.0,529.0,4.635,248600.0,NEAR BAY
+-116.15,33.69,22.0,197.0,54.0,331.0,70.0,2.9286,112500.0,INLAND
+-117.98,33.67,7.0,5664.0,1174.0,2493.0,1101.0,5.8252,264700.0,<1H OCEAN
+-118.34,34.05,39.0,975.0,292.0,723.0,285.0,2.2725,140600.0,<1H OCEAN
+-118.43,33.86,34.0,358.0,87.0,162.0,84.0,7.1264,500001.0,NEAR OCEAN
+-118.17,34.03,43.0,1636.0,506.0,1855.0,502.0,2.2902,152400.0,<1H OCEAN
+-121.14,39.1,13.0,1085.0,227.0,629.0,214.0,5.0389,171500.0,INLAND
+-117.29,34.14,39.0,1989.0,401.0,805.0,341.0,2.425,90000.0,INLAND
+-117.9,34.08,32.0,2068.0,356.0,976.0,370.0,5.212,201200.0,<1H OCEAN
+-118.23,33.92,32.0,1735.0,430.0,1699.0,386.0,1.1793,103800.0,<1H OCEAN
+-122.15,37.69,38.0,1246.0,221.0,637.0,222.0,3.6625,184600.0,NEAR BAY
+-121.66,36.7,33.0,3252.0,630.0,2010.0,641.0,3.4222,158100.0,<1H OCEAN
+-117.07,32.61,10.0,1686.0,414.0,1000.0,391.0,2.1765,128400.0,NEAR OCEAN
+-117.48,33.94,29.0,1625.0,336.0,1046.0,320.0,3.1985,117300.0,INLAND
+-117.26,32.81,37.0,1616.0,421.0,650.0,395.0,2.92,326500.0,NEAR OCEAN
+-122.18,40.02,30.0,1952.0,397.0,961.0,333.0,2.25,68200.0,INLAND
+-121.92,36.62,52.0,974.0,190.0,403.0,181.0,4.3281,236500.0,NEAR OCEAN
+-121.31,38.68,16.0,5179.0,1271.0,2181.0,1151.0,2.1009,82500.0,INLAND
+-118.18,33.84,35.0,1415.0,294.0,591.0,291.0,2.9798,315600.0,NEAR OCEAN
+-118.43,34.17,32.0,3202.0,696.0,1573.0,621.0,3.4449,292900.0,<1H OCEAN
+-117.07,32.64,38.0,1486.0,269.0,745.0,295.0,4.6477,150400.0,NEAR OCEAN
+-117.15,32.92,16.0,2969.0,514.0,1594.0,465.0,4.5221,168300.0,<1H OCEAN
+-122.44,37.8,52.0,1724.0,412.0,540.0,319.0,4.2857,500001.0,NEAR BAY
+-117.65,33.62,15.0,2708.0,410.0,1140.0,389.0,6.2899,275000.0,<1H OCEAN
+-117.33,34.08,35.0,2240.0,423.0,1394.0,396.0,3.1799,86700.0,INLAND
+-118.48,34.07,29.0,4767.0,777.0,1500.0,638.0,10.7937,500001.0,<1H OCEAN
+-117.73,34.09,30.0,2345.0,496.0,1897.0,454.0,2.4375,112100.0,INLAND
+-118.15,33.85,36.0,1435.0,249.0,606.0,234.0,4.1439,212600.0,<1H OCEAN
+-122.27,37.8,16.0,994.0,392.0,800.0,362.0,2.0938,162500.0,NEAR BAY
+-122.13,37.45,41.0,3233.0,540.0,1251.0,506.0,6.6354,500001.0,NEAR BAY
+-122.29,37.89,52.0,2269.0,380.0,1004.0,371.0,5.1696,261400.0,NEAR BAY
+-118.11,34.2,36.0,4915.0,725.0,1897.0,700.0,6.827,359400.0,INLAND
+-118.16,33.77,49.0,3382.0,787.0,1314.0,756.0,3.8125,382100.0,NEAR OCEAN
+-119.77,36.76,43.0,1945.0,413.0,1492.0,422.0,1.5174,54600.0,INLAND
+-122.64,38.71,20.0,531.0,126.0,231.0,96.0,2.625,89600.0,INLAND
+-118.06,34.16,46.0,1467.0,298.0,816.0,267.0,3.6705,286500.0,INLAND
+-120.71,35.5,12.0,3098.0,453.0,1433.0,434.0,5.2508,292900.0,<1H OCEAN
+-121.98,37.24,35.0,3574.0,485.0,1325.0,476.0,8.5425,500001.0,<1H OCEAN
+-119.78,34.45,23.0,2077.0,306.0,705.0,256.0,6.4744,500001.0,NEAR OCEAN
+-119.67,36.82,2.0,2579.0,376.0,1133.0,342.0,4.5577,123300.0,INLAND
+-118.39,33.88,33.0,2543.0,439.0,1098.0,416.0,5.9683,495500.0,<1H OCEAN
+-117.35,33.64,23.0,6859.0,1535.0,3405.0,1351.0,2.5395,109200.0,<1H OCEAN
+-117.43,33.93,15.0,4836.0,1368.0,3012.0,1240.0,2.1865,129300.0,INLAND
+-118.59,34.21,17.0,2737.0,868.0,2924.0,785.0,2.5797,183500.0,<1H OCEAN
+-118.27,33.82,39.0,1357.0,249.0,763.0,229.0,4.25,200300.0,<1H OCEAN
+-116.41,33.74,17.0,4289.0,893.0,958.0,440.0,2.4659,177800.0,INLAND
+-118.5,34.03,52.0,1506.0,208.0,547.0,186.0,7.8705,500001.0,<1H OCEAN
+-118.3,34.18,13.0,7174.0,1997.0,4293.0,1872.0,3.0973,251900.0,<1H OCEAN
+-118.17,33.84,45.0,1853.0,328.0,945.0,320.0,5.0787,219200.0,<1H OCEAN
+-118.17,33.85,37.0,3714.0,708.0,1956.0,694.0,4.2218,200500.0,<1H OCEAN
+-122.12,37.82,26.0,2269.0,317.0,918.0,313.0,6.6657,364500.0,NEAR BAY
+-117.3,34.53,38.0,1643.0,489.0,1196.0,406.0,1.2275,64100.0,INLAND
+-119.23,34.3,18.0,1713.0,244.0,690.0,239.0,6.9483,404300.0,NEAR OCEAN
+-118.3,34.06,47.0,1390.0,872.0,2860.0,827.0,1.468,137500.0,<1H OCEAN
+-117.62,33.42,23.0,2656.0,515.0,998.0,435.0,4.0294,500001.0,NEAR OCEAN
+-117.24,32.73,37.0,2260.0,354.0,809.0,351.0,5.9113,388300.0,NEAR OCEAN
+-118.25,34.0,36.0,1176.0,309.0,1267.0,292.0,1.6382,105000.0,<1H OCEAN
+-121.77,36.91,8.0,2715.0,750.0,2580.0,718.0,2.8348,162000.0,<1H OCEAN
+-122.49,37.78,47.0,2695.0,643.0,1505.0,644.0,3.0877,329100.0,NEAR BAY
+-122.19,37.75,28.0,856.0,189.0,435.0,162.0,0.8012,81800.0,NEAR BAY
+-121.81,37.37,26.0,2987.0,539.0,1931.0,518.0,5.1099,213100.0,<1H OCEAN
+-118.17,33.96,25.0,2249.0,681.0,2621.0,628.0,2.3,164200.0,<1H OCEAN
+-117.03,32.71,33.0,3126.0,627.0,2300.0,623.0,3.2596,103000.0,NEAR OCEAN
+-118.16,33.88,30.0,1694.0,398.0,1181.0,383.0,2.9779,169500.0,<1H OCEAN
+-117.03,32.63,14.0,2796.0,476.0,1466.0,464.0,5.2489,213700.0,NEAR OCEAN
+-118.37,34.11,42.0,5518.0,979.0,1863.0,957.0,8.5842,500001.0,<1H OCEAN
+-122.23,37.82,52.0,1611.0,203.0,556.0,179.0,8.7477,500001.0,NEAR BAY
+-117.19,32.83,30.0,3225.0,555.0,1601.0,532.0,4.3317,173300.0,NEAR OCEAN
+-118.32,33.94,36.0,1153.0,224.0,639.0,226.0,4.0,192000.0,<1H OCEAN
+-117.53,33.97,29.0,1430.0,273.0,872.0,283.0,4.0833,141000.0,INLAND
+-120.29,35.56,15.0,4760.0,871.0,2459.0,734.0,2.811,142100.0,<1H OCEAN
+-119.93,38.72,15.0,2061.0,465.0,573.0,196.0,2.2417,97900.0,INLAND
+-122.01,36.95,52.0,1217.0,325.0,508.0,237.0,2.0547,326700.0,NEAR OCEAN
+-121.29,38.71,32.0,1875.0,361.0,1027.0,343.0,3.5769,103800.0,INLAND
+-118.4,34.23,36.0,1643.0,349.0,1414.0,337.0,4.1181,172700.0,<1H OCEAN
+-117.42,34.08,28.0,2300.0,419.0,1312.0,444.0,3.4844,127700.0,INLAND
+-117.95,34.04,27.0,2610.0,846.0,2296.0,750.0,2.274,150800.0,<1H OCEAN
+-118.47,34.02,38.0,2163.0,651.0,1759.0,584.0,2.3382,297500.0,<1H OCEAN
+-119.76,36.77,36.0,2507.0,466.0,1227.0,474.0,2.785,72300.0,INLAND
+-118.23,33.93,23.0,545.0,131.0,610.0,126.0,1.4861,95100.0,<1H OCEAN
+-119.82,36.77,36.0,2252.0,468.0,1117.0,442.0,2.9081,65600.0,INLAND
+-118.35,34.01,33.0,3246.0,601.0,1585.0,603.0,3.6629,353200.0,<1H OCEAN
+-118.43,34.07,38.0,3251.0,656.0,1251.0,593.0,7.7382,500001.0,<1H OCEAN
+-121.04,37.68,18.0,5129.0,1171.0,3622.0,1128.0,2.0272,92700.0,INLAND
+-119.78,36.8,34.0,3426.0,623.0,1938.0,647.0,2.8994,66000.0,INLAND
+-121.45,38.61,46.0,1758.0,511.0,1094.0,484.0,1.0685,70000.0,INLAND
+-122.37,37.94,40.0,1064.0,266.0,912.0,239.0,1.0521,69100.0,NEAR BAY
+-121.37,38.42,18.0,2643.0,502.0,1755.0,541.0,3.3281,91200.0,INLAND
+-118.47,34.42,17.0,913.0,228.0,530.0,201.0,3.038,238500.0,<1H OCEAN
+-117.96,34.0,33.0,5462.0,952.0,3527.0,914.0,4.4038,186700.0,<1H OCEAN
+-119.01,35.33,42.0,1120.0,255.0,677.0,213.0,1.5429,39400.0,INLAND
+-118.21,34.17,24.0,8590.0,1231.0,3401.0,1178.0,8.1325,472700.0,<1H OCEAN
+-118.5,35.7,18.0,3303.0,814.0,986.0,522.0,1.5957,101400.0,INLAND
+-117.06,32.69,13.0,705.0,149.0,718.0,155.0,4.4375,154900.0,NEAR OCEAN
+-117.16,34.06,33.0,2101.0,468.0,1997.0,412.0,2.8125,117200.0,INLAND
+-119.04,35.36,40.0,1533.0,312.0,771.0,306.0,3.0435,69500.0,INLAND
+-122.41,37.66,37.0,694.0,188.0,658.0,225.0,4.6103,237500.0,NEAR OCEAN
+-118.61,34.16,29.0,4364.0,647.0,1550.0,624.0,6.8107,367400.0,<1H OCEAN
+-118.27,33.99,41.0,656.0,162.0,730.0,170.0,1.8047,101800.0,<1H OCEAN
+-120.8,38.31,37.0,1341.0,256.0,533.0,242.0,3.2135,123600.0,INLAND
+-118.39,34.16,46.0,1582.0,279.0,603.0,283.0,5.1169,414300.0,<1H OCEAN
+-122.01,37.91,21.0,10093.0,1269.0,3645.0,1219.0,7.6877,367700.0,NEAR BAY
+-120.95,37.67,15.0,3062.0,584.0,1624.0,538.0,4.3864,137600.0,INLAND
+-118.37,34.12,34.0,2821.0,399.0,843.0,391.0,11.615,500001.0,<1H OCEAN
+-117.42,34.09,28.0,3193.0,525.0,1750.0,523.0,4.1375,128300.0,INLAND
+-122.42,37.93,47.0,3453.0,779.0,1353.0,728.0,4.016,274500.0,NEAR BAY
+-118.06,34.09,36.0,1239.0,238.0,717.0,237.0,3.244,258100.0,<1H OCEAN
+-117.07,33.11,31.0,2055.0,473.0,1326.0,427.0,3.0915,139900.0,<1H OCEAN
+-118.31,33.93,37.0,1282.0,244.0,852.0,249.0,4.2917,127900.0,<1H OCEAN
+-118.31,33.74,36.0,2464.0,472.0,1111.0,457.0,4.5074,350000.0,NEAR OCEAN
+-119.32,36.62,15.0,1070.0,256.0,1070.0,243.0,1.5642,51500.0,INLAND
+-118.86,34.21,26.0,3354.0,659.0,2020.0,648.0,4.1576,211800.0,<1H OCEAN
+-119.69,34.38,39.0,1383.0,459.0,677.0,362.0,2.25,281300.0,NEAR OCEAN
+-117.68,33.51,19.0,2930.0,428.0,1481.0,430.0,6.323,480800.0,<1H OCEAN
+-118.46,34.18,35.0,1819.0,465.0,1336.0,419.0,3.4583,253200.0,<1H OCEAN
+-121.98,37.34,33.0,3570.0,776.0,1922.0,761.0,4.9562,238700.0,<1H OCEAN
+-117.84,33.77,14.0,4412.0,952.0,1656.0,874.0,4.3292,206500.0,<1H OCEAN
+-119.09,36.22,34.0,1715.0,290.0,780.0,297.0,3.4306,74300.0,INLAND
+-118.32,34.02,48.0,1949.0,308.0,823.0,340.0,3.3906,189700.0,<1H OCEAN
+-122.12,37.7,41.0,3495.0,787.0,1849.0,750.0,2.679,144900.0,NEAR BAY
+-118.19,33.91,35.0,2695.0,748.0,2935.0,706.0,2.0134,132400.0,<1H OCEAN
+-117.86,33.75,39.0,275.0,87.0,554.0,103.0,3.5972,158000.0,<1H OCEAN
+-121.51,38.49,21.0,4426.0,790.0,1856.0,761.0,4.1,158300.0,INLAND
+-118.14,34.16,39.0,2776.0,840.0,2546.0,773.0,2.575,153500.0,<1H OCEAN
+-119.33,36.22,29.0,1735.0,323.0,805.0,293.0,3.5039,89900.0,INLAND
+-117.94,33.78,34.0,2627.0,468.0,1409.0,450.0,4.7731,199200.0,<1H OCEAN
+-121.29,37.72,22.0,1630.0,404.0,4402.0,358.0,1.9792,63000.0,INLAND
+-118.23,33.9,34.0,2462.0,553.0,2334.0,502.0,1.641,96800.0,<1H OCEAN
+-121.44,36.51,31.0,1636.0,380.0,1468.0,339.0,3.2219,114700.0,<1H OCEAN
+-116.22,33.72,28.0,826.0,258.0,979.0,245.0,1.7172,58800.0,INLAND
+-119.19,34.25,12.0,232.0,37.0,79.0,35.0,4.1667,214600.0,NEAR OCEAN
+-120.95,37.62,11.0,4981.0,814.0,1934.0,686.0,3.7041,174800.0,INLAND
+-121.32,38.59,24.0,4378.0,910.0,2149.0,812.0,2.5035,123700.0,INLAND
+-117.95,33.69,26.0,1417.0,264.0,817.0,261.0,4.875,230400.0,<1H OCEAN
+-119.7,34.43,35.0,1402.0,369.0,654.0,385.0,2.6205,318800.0,<1H OCEAN
+-118.08,33.88,30.0,1901.0,519.0,2685.0,496.0,3.2639,120100.0,<1H OCEAN
+-117.93,33.67,27.0,3512.0,472.0,1391.0,481.0,8.1001,336500.0,<1H OCEAN
+-119.68,34.44,23.0,2600.0,398.0,917.0,374.0,8.7394,500001.0,<1H OCEAN
+-117.78,33.86,16.0,3471.0,708.0,1769.0,691.0,4.1064,246100.0,<1H OCEAN
+-119.25,34.26,30.0,2948.0,827.0,1635.0,750.0,2.67,214900.0,NEAR OCEAN
+-118.32,34.26,32.0,3690.0,791.0,1804.0,715.0,4.4875,222700.0,<1H OCEAN
+-118.41,34.23,35.0,1026.0,195.0,753.0,185.0,4.5909,179200.0,<1H OCEAN
+-117.14,32.75,25.0,1908.0,513.0,956.0,467.0,2.4828,133300.0,NEAR OCEAN
+-122.0,38.35,34.0,432.0,65.0,208.0,71.0,5.5435,136000.0,INLAND
+-118.13,34.09,42.0,2562.0,781.0,1936.0,687.0,2.2214,219000.0,<1H OCEAN
+-118.26,34.1,48.0,2566.0,571.0,1421.0,563.0,3.6579,318600.0,<1H OCEAN
+-122.61,38.24,17.0,1728.0,271.0,897.0,284.0,3.4896,185900.0,<1H OCEAN
+-120.99,37.7,14.0,9849.0,1887.0,4356.0,1780.0,3.5877,160900.0,INLAND
+-122.46,37.78,47.0,1682.0,379.0,837.0,375.0,5.2806,400000.0,NEAR BAY
+-121.42,37.75,33.0,1999.0,368.0,1061.0,390.0,3.5242,121400.0,INLAND
+-117.45,34.01,26.0,3042.0,598.0,1720.0,551.0,2.76,95200.0,INLAND
+-121.22,38.58,25.0,394.0,94.0,155.0,83.0,2.233,55000.0,INLAND
+-118.08,33.84,31.0,2906.0,578.0,1806.0,553.0,4.8448,194600.0,<1H OCEAN
+-122.08,37.82,4.0,2045.0,237.0,830.0,252.0,11.3421,500001.0,NEAR BAY
+-118.0,33.79,18.0,3679.0,694.0,1820.0,652.0,3.6531,143500.0,<1H OCEAN
+-118.04,34.07,52.0,177.0,59.0,269.0,75.0,2.3611,131300.0,<1H OCEAN
+-122.81,38.46,28.0,3580.0,611.0,1634.0,567.0,4.745,248600.0,<1H OCEAN
+-121.0,37.71,52.0,102.0,23.0,35.0,33.0,2.25,175000.0,INLAND
+-122.5,37.97,25.0,6526.0,1902.0,5917.0,1812.0,2.7273,187500.0,NEAR BAY
+-119.19,34.16,35.0,2733.0,510.0,1814.0,511.0,4.4187,183400.0,NEAR OCEAN
+-117.05,32.75,35.0,2144.0,388.0,1003.0,383.0,3.0938,137300.0,NEAR OCEAN
+-122.0,37.95,9.0,2214.0,256.0,848.0,239.0,6.8145,339200.0,INLAND
+-119.72,34.77,35.0,2469.0,553.0,1168.0,427.0,2.4583,62100.0,<1H OCEAN
+-118.39,34.18,42.0,1957.0,389.0,985.0,414.0,2.9327,240200.0,<1H OCEAN
+-117.86,33.87,19.0,1591.0,279.0,891.0,237.0,5.6573,216000.0,<1H OCEAN
+-120.32,38.71,13.0,1115.0,255.0,86.0,32.0,3.5667,115600.0,INLAND
+-118.3,34.26,28.0,1643.0,489.0,1142.0,458.0,3.1607,200600.0,<1H OCEAN
+-118.32,33.79,21.0,6638.0,1634.0,3240.0,1568.0,3.6797,271100.0,<1H OCEAN
+-119.78,36.75,31.0,1404.0,379.0,1515.0,387.0,1.2813,56400.0,INLAND
+-121.97,36.96,27.0,4001.0,999.0,1808.0,945.0,2.561,234600.0,NEAR OCEAN
+-118.69,34.18,11.0,1177.0,138.0,415.0,119.0,10.0472,500001.0,<1H OCEAN
+-121.99,37.3,28.0,4863.0,901.0,2110.0,868.0,5.1483,342000.0,<1H OCEAN
+-121.87,37.38,14.0,3851.0,534.0,2052.0,478.0,7.0735,335600.0,<1H OCEAN
+-118.61,34.59,5.0,4028.0,896.0,2062.0,826.0,4.0579,167100.0,INLAND
+-118.26,33.96,39.0,1255.0,323.0,902.0,327.0,1.5812,94000.0,<1H OCEAN
+-117.59,34.16,10.0,9467.0,1181.0,3819.0,1122.0,7.8252,361400.0,INLAND
+-121.98,37.8,16.0,2498.0,330.0,1027.0,343.0,8.155,343700.0,<1H OCEAN
+-118.26,33.94,41.0,1510.0,410.0,1408.0,389.0,1.65,94200.0,<1H OCEAN
+-122.14,37.41,35.0,2419.0,426.0,949.0,433.0,6.4588,437100.0,NEAR BAY
+-120.4,38.06,12.0,1430.0,310.0,517.0,240.0,2.6544,128100.0,INLAND
+-117.04,32.77,16.0,7963.0,1881.0,3769.0,1804.0,2.9624,144700.0,<1H OCEAN
+-122.17,37.74,47.0,463.0,134.0,327.0,137.0,2.15,97200.0,NEAR BAY
+-117.58,34.09,27.0,754.0,200.0,746.0,185.0,1.9531,100800.0,INLAND
+-122.77,38.92,26.0,712.0,140.0,293.0,100.0,4.0119,119400.0,INLAND
+-118.29,34.09,52.0,1272.0,322.0,984.0,353.0,1.9063,261600.0,<1H OCEAN
+-120.24,37.96,34.0,1747.0,395.0,935.0,362.0,1.625,79400.0,INLAND
+-121.04,38.81,11.0,3522.0,623.0,1456.0,544.0,3.93,163400.0,INLAND
+-118.27,33.94,30.0,1041.0,275.0,877.0,270.0,1.5268,91600.0,<1H OCEAN
+-122.29,37.9,52.0,1604.0,263.0,594.0,286.0,5.338,270900.0,NEAR BAY
+-123.21,39.2,17.0,3145.0,693.0,1560.0,647.0,2.2926,149300.0,<1H OCEAN
+-118.25,33.97,43.0,1735.0,535.0,2288.0,524.0,1.9119,98800.0,<1H OCEAN
+-122.37,37.95,32.0,1298.0,363.0,716.0,268.0,0.9797,76400.0,NEAR BAY
+-117.65,34.03,15.0,4420.0,903.0,2373.0,858.0,3.449,149100.0,INLAND
+-117.93,34.08,36.0,1371.0,246.0,806.0,241.0,4.5078,187100.0,<1H OCEAN
+-121.28,38.11,10.0,2974.0,588.0,1559.0,568.0,3.8825,136800.0,INLAND
+-121.78,38.0,8.0,2371.0,375.0,1094.0,396.0,5.3245,174500.0,INLAND
+-121.27,37.96,52.0,583.0,114.0,310.0,93.0,2.5625,54200.0,INLAND
+-117.09,32.58,12.0,2565.0,567.0,1785.0,545.0,3.0273,135300.0,NEAR OCEAN
+-121.95,37.34,25.0,5236.0,1320.0,2529.0,1213.0,3.1702,256100.0,<1H OCEAN
+-122.19,37.79,50.0,968.0,195.0,462.0,184.0,2.9844,179900.0,NEAR BAY
+-122.27,37.99,16.0,4921.0,737.0,2312.0,725.0,5.8899,243200.0,NEAR BAY
+-119.77,34.43,28.0,3318.0,441.0,1604.0,404.0,9.7821,500001.0,NEAR OCEAN
+-122.66,38.45,26.0,2081.0,339.0,906.0,323.0,4.4375,293500.0,<1H OCEAN
+-118.03,33.94,34.0,1748.0,386.0,917.0,378.0,3.4792,169000.0,<1H OCEAN
+-118.12,33.83,45.0,1734.0,331.0,797.0,293.0,4.8917,222800.0,<1H OCEAN
+-117.66,34.1,37.0,1971.0,345.0,939.0,358.0,3.4634,145300.0,INLAND
+-120.35,37.31,17.0,605.0,159.0,416.0,83.0,2.0,87500.0,INLAND
+-118.21,34.13,52.0,2465.0,611.0,1433.0,570.0,3.25,214200.0,<1H OCEAN
+-121.25,38.0,21.0,446.0,73.0,182.0,57.0,2.8958,135000.0,INLAND
+-118.2,33.88,40.0,1699.0,346.0,1188.0,329.0,4.2083,147300.0,<1H OCEAN
+-118.56,34.19,36.0,2600.0,441.0,1246.0,426.0,4.1111,215600.0,<1H OCEAN
+-117.27,34.13,40.0,1298.0,254.0,793.0,268.0,3.0721,83800.0,INLAND
+-117.34,34.51,6.0,5667.0,1385.0,2447.0,1199.0,2.3617,103100.0,INLAND
+-117.93,33.78,36.0,2169.0,359.0,1018.0,370.0,4.3906,231300.0,<1H OCEAN
+-118.37,33.86,28.0,2685.0,581.0,1243.0,529.0,4.119,324000.0,<1H OCEAN
+-117.71,34.12,20.0,11250.0,1893.0,4952.0,1859.0,5.6785,239500.0,INLAND
+-118.27,34.18,52.0,3034.0,406.0,1158.0,399.0,6.2976,498400.0,<1H OCEAN
+-121.49,38.47,26.0,6121.0,1185.0,4224.0,1105.0,2.3496,68000.0,INLAND
+-118.13,33.85,36.0,2110.0,416.0,1128.0,403.0,4.6019,208400.0,<1H OCEAN
+-118.16,33.88,18.0,2287.0,662.0,1804.0,537.0,1.9903,170300.0,<1H OCEAN
+-122.13,37.71,44.0,1421.0,298.0,609.0,270.0,3.5781,180000.0,NEAR BAY
+-117.07,33.03,14.0,6665.0,1231.0,2026.0,1001.0,5.09,268500.0,<1H OCEAN
+-118.22,33.84,35.0,1131.0,273.0,1007.0,269.0,4.0219,168300.0,<1H OCEAN
+-118.39,34.03,25.0,3442.0,1050.0,1890.0,914.0,3.0574,319400.0,<1H OCEAN
+-118.34,34.02,49.0,1609.0,371.0,896.0,389.0,2.5156,136600.0,<1H OCEAN
+-117.98,33.7,17.0,1997.0,340.0,952.0,341.0,4.4148,239200.0,<1H OCEAN
+-122.19,39.91,39.0,2467.0,529.0,1433.0,502.0,1.8571,53500.0,INLAND
+-118.08,34.01,33.0,1091.0,233.0,890.0,226.0,2.7679,176400.0,<1H OCEAN
+-118.42,34.09,40.0,3552.0,392.0,1024.0,370.0,15.0001,500001.0,<1H OCEAN
+-118.06,33.84,26.0,6960.0,1454.0,4367.0,1437.0,4.7953,210900.0,<1H OCEAN
+-117.92,33.83,36.0,1072.0,193.0,639.0,196.0,5.0275,179300.0,<1H OCEAN
+-118.16,34.09,50.0,1568.0,302.0,1093.0,333.0,3.1442,162100.0,<1H OCEAN
+-118.11,33.94,32.0,2098.0,378.0,1036.0,385.0,5.0258,255400.0,<1H OCEAN
+-118.34,33.93,35.0,1213.0,284.0,742.0,253.0,4.0625,159900.0,<1H OCEAN
+-121.28,38.67,29.0,1087.0,174.0,430.0,174.0,4.3625,158800.0,INLAND
+-118.37,33.82,32.0,2815.0,607.0,1338.0,609.0,4.5687,381200.0,<1H OCEAN
+-119.01,35.36,38.0,1838.0,388.0,1203.0,373.0,1.6797,60700.0,INLAND
+-119.81,36.74,36.0,607.0,155.0,483.0,146.0,1.5625,47500.0,INLAND
+-121.27,37.98,43.0,1005.0,200.0,492.0,172.0,2.6812,72800.0,INLAND
+-122.21,37.48,39.0,1535.0,340.0,1204.0,370.0,2.8482,247200.0,NEAR BAY
+-121.38,36.85,13.0,4115.0,782.0,2903.0,747.0,3.7316,192400.0,INLAND
+-121.96,37.3,20.0,4228.0,1006.0,2334.0,1007.0,4.3081,227300.0,<1H OCEAN
+-121.82,37.32,10.0,2506.0,623.0,2634.0,622.0,3.135,231400.0,<1H OCEAN
+-118.25,34.22,34.0,2510.0,535.0,1516.0,542.0,3.8068,267000.0,<1H OCEAN
+-122.73,38.44,20.0,2919.0,508.0,1711.0,500.0,3.875,140300.0,<1H OCEAN
+-116.11,33.64,20.0,1273.0,354.0,1548.0,355.0,2.0871,84700.0,INLAND
+-122.05,37.38,29.0,1875.0,340.0,816.0,350.0,5.4351,336500.0,<1H OCEAN
+-122.28,37.96,35.0,1579.0,243.0,734.0,264.0,5.5,201000.0,NEAR BAY
+-116.63,33.89,22.0,1540.0,364.0,610.0,268.0,1.5227,71000.0,INLAND
+-118.06,33.99,38.0,862.0,178.0,484.0,176.0,4.375,186200.0,<1H OCEAN
+-118.18,33.8,15.0,2407.0,589.0,1591.0,506.0,3.0513,148100.0,NEAR OCEAN
+-121.41,38.53,37.0,1058.0,224.0,588.0,231.0,2.9737,72100.0,INLAND
+-117.89,33.9,23.0,1533.0,226.0,693.0,230.0,7.898,258200.0,<1H OCEAN
+-122.38,37.73,38.0,1388.0,276.0,871.0,265.0,2.1667,193800.0,NEAR BAY
+-117.2,32.84,32.0,2033.0,394.0,989.0,389.0,3.2583,181400.0,NEAR OCEAN
+-121.23,38.12,22.0,393.0,58.0,134.0,57.0,3.95,178100.0,INLAND
+-118.06,34.11,39.0,2603.0,547.0,1196.0,487.0,3.0854,248700.0,INLAND
+-118.58,34.15,21.0,3856.0,547.0,1422.0,535.0,8.4196,450700.0,<1H OCEAN
+-117.18,32.75,52.0,1539.0,212.0,535.0,224.0,5.392,408500.0,NEAR OCEAN
+-118.98,35.39,32.0,2620.0,682.0,2375.0,684.0,1.2618,46900.0,INLAND
+-121.18,38.83,15.0,4488.0,859.0,2114.0,805.0,2.9484,124400.0,INLAND
+-117.08,32.58,15.0,1462.0,274.0,1002.0,271.0,3.9698,142700.0,NEAR OCEAN
+-121.24,38.79,15.0,2615.0,485.0,1063.0,428.0,3.7904,173200.0,INLAND
+-121.84,36.59,34.0,3852.0,733.0,1661.0,696.0,4.3269,221300.0,<1H OCEAN
+-118.25,34.09,52.0,2050.0,429.0,957.0,418.0,3.5603,210000.0,<1H OCEAN
+-118.43,34.13,37.0,4400.0,695.0,1521.0,666.0,8.2954,500001.0,<1H OCEAN
+-118.02,33.95,36.0,1681.0,329.0,964.0,311.0,4.108,181200.0,<1H OCEAN
+-117.99,33.7,13.0,4013.0,903.0,1999.0,859.0,4.625,248800.0,<1H OCEAN
+-122.15,37.74,43.0,1383.0,275.0,853.0,272.0,3.5083,122000.0,NEAR BAY
+-116.33,33.72,11.0,12327.0,2000.0,2450.0,1139.0,7.4382,353100.0,INLAND
+-118.38,34.17,30.0,2016.0,622.0,1359.0,557.0,2.7708,192300.0,<1H OCEAN
+-119.27,36.39,17.0,2076.0,350.0,998.0,340.0,4.3281,145700.0,INLAND
+-122.4,37.61,35.0,2084.0,549.0,1077.0,545.0,3.1628,318400.0,NEAR OCEAN
+-122.22,37.82,42.0,2991.0,335.0,1018.0,335.0,13.499,500001.0,NEAR BAY
+-117.12,32.58,26.0,1360.0,309.0,869.0,328.0,3.0217,131600.0,NEAR OCEAN
+-122.43,37.8,52.0,1976.0,726.0,1045.0,669.0,3.6893,475000.0,NEAR BAY
+-121.96,38.54,6.0,1485.0,318.0,894.0,308.0,3.2222,139600.0,INLAND
+-122.29,38.3,52.0,144.0,54.0,89.0,48.0,1.0096,162500.0,NEAR BAY
+-119.19,34.17,27.0,2183.0,364.0,1458.0,388.0,4.4567,191100.0,NEAR OCEAN
+-122.05,37.95,34.0,1408.0,277.0,738.0,269.0,4.175,169400.0,NEAR BAY
+-121.22,37.8,37.0,1038.0,222.0,521.0,211.0,2.125,91900.0,INLAND
+-118.36,33.84,22.0,11016.0,3170.0,6664.0,2838.0,3.703,361300.0,<1H OCEAN
+-121.93,37.27,28.0,3428.0,753.0,1753.0,729.0,4.1033,281000.0,<1H OCEAN
+-118.43,33.99,43.0,2483.0,548.0,1212.0,493.0,4.0189,302900.0,<1H OCEAN
+-121.8,39.64,25.0,2202.0,422.0,1109.0,403.0,2.8306,87500.0,INLAND
+-117.55,33.9,21.0,1839.0,324.0,871.0,307.0,3.4459,198800.0,INLAND
+-122.24,37.8,52.0,996.0,228.0,731.0,228.0,2.2697,127000.0,NEAR BAY
+-118.34,33.78,25.0,11016.0,1626.0,4168.0,1584.0,8.1782,500001.0,NEAR OCEAN
+-122.23,37.81,52.0,1433.0,229.0,612.0,213.0,4.7708,314700.0,NEAR BAY
+-122.25,37.76,52.0,2876.0,648.0,1340.0,632.0,3.567,252900.0,NEAR BAY
+-121.9,37.28,26.0,3756.0,,1408.0,535.0,5.6427,320000.0,<1H OCEAN
+-117.85,34.14,35.0,1582.0,248.0,654.0,221.0,4.9091,275000.0,INLAND
+-122.16,37.77,47.0,1256.0,,570.0,218.0,4.375,161900.0,NEAR BAY
+-117.18,34.04,38.0,2492.0,381.0,1003.0,369.0,3.6875,152800.0,INLAND
+-122.25,37.53,16.0,4428.0,664.0,1677.0,623.0,7.6864,422500.0,NEAR BAY
+-118.34,34.17,46.0,1718.0,344.0,756.0,343.0,3.2125,247000.0,<1H OCEAN
+-117.09,32.77,38.0,2065.0,374.0,812.0,343.0,3.125,216500.0,NEAR OCEAN
+-116.94,32.8,21.0,7906.0,2292.0,4868.0,2117.0,1.8937,109800.0,<1H OCEAN
+-118.03,34.1,32.0,2668.0,609.0,1512.0,541.0,2.9422,233100.0,INLAND
+-118.6,34.15,28.0,4570.0,744.0,1693.0,695.0,6.14,361900.0,<1H OCEAN
+-118.12,33.91,35.0,620.0,122.0,381.0,124.0,3.7917,183900.0,<1H OCEAN
+-117.67,33.46,24.0,3571.0,722.0,1409.0,543.0,4.6518,277800.0,<1H OCEAN
+-122.08,37.9,32.0,1075.0,170.0,486.0,173.0,5.0499,306800.0,NEAR BAY
+-119.68,36.81,13.0,2589.0,413.0,1356.0,435.0,5.0253,106200.0,INLAND
+-121.83,37.26,15.0,3243.0,551.0,1752.0,551.0,5.5849,257400.0,<1H OCEAN
+-117.06,32.71,11.0,2397.0,523.0,1566.0,514.0,3.8687,145200.0,NEAR OCEAN
+-122.0,37.84,16.0,7681.0,946.0,2777.0,908.0,9.5271,500001.0,<1H OCEAN
+-117.8,34.11,25.0,5039.0,821.0,2654.0,802.0,4.7969,211700.0,INLAND
+-118.0,33.89,34.0,1932.0,315.0,1053.0,316.0,5.1377,213300.0,<1H OCEAN
+-122.18,37.91,31.0,7200.0,876.0,2428.0,843.0,10.9405,500001.0,NEAR BAY
+-117.43,33.96,28.0,3747.0,651.0,2399.0,646.0,3.8682,116500.0,INLAND
+-119.57,36.09,6.0,2015.0,413.0,992.0,319.0,2.3889,53200.0,INLAND
+-117.69,33.65,16.0,5805.0,852.0,2356.0,795.0,6.1062,274600.0,<1H OCEAN
+-117.18,32.92,4.0,15025.0,2616.0,7560.0,2392.0,5.196,210700.0,<1H OCEAN
+-118.03,33.82,20.0,2662.0,464.0,1275.0,472.0,6.0162,318500.0,<1H OCEAN
+-122.28,37.53,34.0,1980.0,385.0,970.0,391.0,5.1207,310900.0,NEAR OCEAN
+-122.26,37.77,52.0,1848.0,479.0,921.0,477.0,2.875,234000.0,NEAR BAY
+-118.51,34.28,34.0,3580.0,565.0,1694.0,524.0,5.4065,243800.0,<1H OCEAN
+-117.83,33.75,22.0,6433.0,1174.0,2703.0,1125.0,4.9957,296400.0,<1H OCEAN
+-119.74,36.75,47.0,2236.0,418.0,1042.0,397.0,2.9545,59600.0,INLAND
+-117.8,33.87,16.0,5954.0,1281.0,3107.0,1209.0,4.2566,206100.0,<1H OCEAN
+-116.89,33.93,29.0,4549.0,916.0,2494.0,912.0,2.0976,72600.0,INLAND
+-121.98,37.27,29.0,2658.0,484.0,1318.0,498.0,5.3561,298900.0,<1H OCEAN
+-118.32,34.09,32.0,563.0,191.0,626.0,185.0,2.0341,250000.0,<1H OCEAN
+-119.69,36.41,38.0,1016.0,202.0,540.0,187.0,2.2885,75000.0,INLAND
+-122.46,37.63,22.0,6728.0,1382.0,3783.0,1310.0,5.0479,280400.0,NEAR OCEAN
+-122.43,37.63,34.0,4135.0,687.0,2154.0,742.0,4.9732,342300.0,NEAR OCEAN
+-117.03,32.8,19.0,3866.0,775.0,1554.0,703.0,4.3281,220000.0,<1H OCEAN
+-118.46,34.17,24.0,2814.0,675.0,1463.0,620.0,4.1875,309300.0,<1H OCEAN
+-118.03,33.95,34.0,1882.0,428.0,1034.0,375.0,3.6509,173200.0,<1H OCEAN
+-118.24,33.92,40.0,1772.0,369.0,1122.0,324.0,3.2768,96100.0,<1H OCEAN
+-117.14,32.72,45.0,1140.0,310.0,840.0,339.0,1.6156,156300.0,NEAR OCEAN
+-117.07,32.71,26.0,4151.0,823.0,2822.0,697.0,2.8372,123400.0,NEAR OCEAN
+-118.93,36.19,30.0,2685.0,546.0,951.0,523.0,2.6184,113900.0,INLAND

ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_004/test_current.csv

@@ -0,0 +1,11 @@
+longitude,latitude,housing_median_age,total_rooms,total_bedrooms,population,households,median_income,median_house_value,ocean_proximity
+-119.01,35.33,42.0,1120.0,255.0,677.0,213.0,1.5429,39400.0,INLAND
+-116.76,34.14,4.0,42.0,10.0,9.0,3.0,0.536,42500.0,INLAND
+-119.8,36.73,45.0,925.0,231.0,797.0,228.0,1.7011,44800.0,INLAND
+-118.98,35.39,32.0,2620.0,682.0,2375.0,684.0,1.2618,46900.0,INLAND
+-119.81,36.74,36.0,607.0,155.0,483.0,146.0,1.5625,47500.0,INLAND
+-123.22,40.54,27.0,1573.0,361.0,847.0,330.0,1.9034,49600.0,INLAND
+-119.32,36.62,15.0,1070.0,256.0,1070.0,243.0,1.5642,51500.0,INLAND
+-119.79,36.84,22.0,1529.0,375.0,1543.0,395.0,1.7926,51700.0,INLAND
+-119.06,36.15,25.0,2402.0,478.0,1527.0,461.0,2.3194,52900.0,INLAND
+-119.57,36.09,6.0,2015.0,413.0,992.0,319.0,2.3889,53200.0,INLAND

ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_005/current.csv

@@ -0,0 +1,201 @@
+longitude,latitude,housing_median_age,total_rooms,total_bedrooms,population,households,median_income,ocean_proximity
+-117.98,34.03,21.0,797.0,162.0,484.0,166.0,2.625,<1H OCEAN
+-123.59,38.8,17.0,5202.0,1037.0,1742.0,803.0,3.1201,NEAR OCEAN
+-122.24,38.11,52.0,2111.0,310.0,772.0,323.0,4.775,NEAR BAY
+-118.25,33.99,39.0,1274.0,319.0,1362.0,324.0,2.1793,<1H OCEAN
+-121.76,37.28,17.0,660.0,129.0,431.0,123.0,4.9097,<1H OCEAN
+-120.95,37.74,18.0,3453.0,666.0,1958.0,601.0,3.0043,INLAND
+-117.82,33.81,25.0,2662.0,402.0,1247.0,401.0,5.4395,<1H OCEAN
+-119.76,36.73,39.0,1553.0,363.0,1449.0,341.0,1.4419,INLAND
+-121.23,40.01,38.0,725.0,190.0,219.0,115.0,1.625,INLAND
+-119.03,35.36,41.0,1944.0,363.0,977.0,388.0,3.9097,INLAND
+-117.94,33.86,35.0,1235.0,227.0,875.0,220.0,4.6964,<1H OCEAN
+-117.4,34.01,25.0,1858.0,366.0,1311.0,331.0,2.7083,INLAND
+-119.02,35.42,42.0,2271.0,458.0,1124.0,447.0,2.7583,INLAND
+-119.71,34.43,18.0,1170.0,372.0,681.0,346.0,2.1974,<1H OCEAN
+-117.21,34.05,4.0,2904.0,764.0,1250.0,664.0,3.2131,INLAND
+-118.33,34.08,52.0,1777.0,454.0,671.0,439.0,3.5083,<1H OCEAN
+-118.28,34.05,44.0,968.0,384.0,1805.0,375.0,1.4801,<1H OCEAN
+-119.38,35.49,34.0,2304.0,437.0,1506.0,403.0,2.2071,INLAND
+-117.98,33.76,24.0,1880.0,405.0,967.0,418.0,4.4545,<1H OCEAN
+-118.17,33.86,44.0,1701.0,396.0,1091.0,384.0,3.025,<1H OCEAN
+-122.16,37.47,44.0,2581.0,437.0,1006.0,414.0,5.397,NEAR BAY
+-118.37,33.97,21.0,3616.0,1060.0,2515.0,945.0,2.7464,<1H OCEAN
+-122.29,37.82,49.0,135.0,29.0,86.0,23.0,6.1183,NEAR BAY
+-122.15,37.7,36.0,1464.0,244.0,672.0,261.0,3.5547,NEAR BAY
+-117.96,33.75,14.0,2509.0,611.0,1814.0,547.0,2.7986,<1H OCEAN
+-122.05,37.61,16.0,1642.0,346.0,705.0,351.0,2.8971,NEAR BAY
+-122.01,37.36,21.0,2483.0,396.0,1194.0,424.0,7.1273,<1H OCEAN
+-121.27,38.12,44.0,2356.0,482.0,1043.0,443.0,2.4949,INLAND
+-118.99,36.06,19.0,2153.0,458.0,1317.0,386.0,1.7564,INLAND
+-117.2,32.84,32.0,2033.0,394.0,989.0,389.0,3.2583,NEAR OCEAN
+-118.03,33.82,17.0,1851.0,346.0,770.0,310.0,5.6093,<1H OCEAN
+-118.31,34.1,33.0,766.0,347.0,918.0,305.0,1.705,<1H OCEAN
+-122.03,36.96,28.0,1607.0,421.0,926.0,385.0,2.425,NEAR OCEAN
+-118.34,33.93,36.0,1528.0,486.0,1824.0,470.0,2.2679,<1H OCEAN
+-122.83,38.98,17.0,1383.0,347.0,719.0,296.0,1.6164,INLAND
+-117.6,34.11,18.0,6025.0,1062.0,3360.0,1028.0,4.8889,INLAND
+-124.06,40.86,34.0,4183.0,,1891.0,669.0,3.2216,NEAR OCEAN
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ranking_and_filtering/finance/regression/California_Housing_Prices_B4/California_Housing_Prices_B4_005/info.json

@@ -0,0 +1,77 @@
+{
+    "name": "California Housing Prices",
+    "source": "https://www.kaggle.com/datasets/camnugent/california-housing-prices/data",
+    "data_intro": "The data pertains to the houses found in a given California district and some summary stats about them based on the 1990 census data.",
+    "is_splited": false,
+    "overall_size": 20640,
+    "train_size": 0,
+    "test_size": 0,
+    "c_classes": 1,
+    "n_classes": 9,
+    "task_type": "regression",
+    "target": {
+        "median_house_value": "Given the location and population and other information, predict the median house value or population or total_bedrooms of the block in US Dollars"
+    },
+    "cat_feature_intro": {
+        "ocean_proximity": "- ocean_proximity: Location of the house w.r.t ocean/sea, NEAR BAY, NEAR OCEAN, INLAND, <1H OCEAN"
+    },
+    "num_feature_intro": {
+        "longitude": "- longitude: The longitude of the house",
+        "latitude": "- latitude: The latitude of the house",
+        "housing_median_age": "- housing_median_age: Median age of a house within a block; a lower number is a newer building",
+        "total_rooms": "- total_rooms: Total number of rooms in the house",
+        "total_bedrooms": "- total_bedrooms: Total number of rooms within a block",
+        "population": "- population: Total number of people residing within a block",
+        "households": "- households: Total number of households, a group of people residing within a home unit, for a block",
+        "median_income": "- median_income: Median income for households within a block of houses (measured in tens of thousands of US Dollars",
+        "median_house_value": "median_house_value: Median house value for households within a block (measured in US Dollars)"
+    },
+    "evaluation_metric": null,
+    "num_feature_value": {
+        "households": [
+            1.0,
+            6082.0
+        ],
+        "housing_median_age": [
+            1.0,
+            52.0
+        ],
+        "latitude": [
+            32.54,
+            41.95
+        ],
+        "longitude": [
+            -124.35,
+            -114.31
+        ],
+        "median_house_value": [
+            14999.0,
+            500001.0
+        ],
+        "median_income": [
+            0.4999,
+            15.0001
+        ],
+        "population": [
+            3.0,
+            35682.0
+        ],
+        "total_bedrooms": [
+            1.0,
+            6445.0
+        ],
+        "total_rooms": [
+            2.0,
+            39320.0
+        ]
+    },
+    "cat_feature_value": {
+        "ocean_proximity": [
+            "<1H OCEAN",
+            "INLAND",
+            "ISLAND",
+            "NEAR BAY",
+            "NEAR OCEAN"
+        ]
+    }
+}