{ "schema": { "target_col": "crop yield", "categorical_cols": [ "state", "district", "crop", "season", "dominant_soil" ], "numerical_cols": [ "crop area", "rainfall", "avg_temp", "humidity", "dominant_soil_percent", "N", "P", "K", "ph" ], "regression": true }, "label_to_id": {}, "id_to_label": [], "cat_value_to_id": { "state": { "": 0, "andhra pradesh": 1, "assam": 2, "bihar": 3, "chhattisgarh": 4, "gujarat": 5, "haryana": 6, "himachal pradesh": 7, "jharkhand": 8, "karnataka": 9, "kerala": 10, "madhya pradesh": 11, "maharashtra": 12, "orissa": 13, "punjab": 14, "rajasthan": 15, "tamil nadu": 16, "telangana": 17, "uttar pradesh": 18, "uttarakhand": 19, "west bengal": 20 }, "district": { "": 0, "24 parganas": 1, "adilabad": 2, "agra": 3, "ahmedabad": 4, "ahmednagar": 5, "ajmer": 6, "akola": 7, "alappuzha": 8, "aligarh": 9, "allahabad": 10, "almorah": 11, "alwar": 12, "amarawati": 13, "ambala": 14, "amreli": 15, "amritsar": 16, "ananthapur": 17, "aurangabad": 18, "azamgarh": 19, "bahraich": 20, "balaghat": 21, "balasore": 22, "ballia": 23, "banaskantha": 24, "banda": 25, "bangalore": 26, "bankura": 27, "banswara": 28, "barabanki": 29, "bareilly": 30, "barmer": 31, "bastar": 32, "basti": 33, "beed": 34, "belgaum": 35, "bellary": 36, "betul": 37, "bhagalpur": 38, "bhandara": 39, "bharatpur": 40, "bharuch": 41, "bhatinda": 42, "bhavnagar": 43, "bhilwara": 44, "bhind": 45, "bidar": 46, "bijapur / vijayapura": 47, "bijnor": 48, "bikaner": 49, "bilashpur": 50, "bilaspur": 51, "birbhum": 52, "bolangir": 53, "bombay": 54, "budaun": 55, "buland shahar": 56, "buldhana": 57, "bundi": 58, "burdwan": 59, "cachar": 60, "chamba": 61, "chamoli": 62, "champaran": 63, "chandrapur": 64, "chengalpattu mgr / kanchipuram": 65, "chhatarpur": 66, "chhindwara": 67, "chickmagalur": 68, "chitradurga": 69, "chittoor": 70, "chittorgarh": 71, "churu": 72, "coimbatore": 73, "cooch behar": 74, "cuttack": 75, "dakshina kannada": 76, "damoh": 77, "dangs": 78, "darbhanga": 79, "darjeeling": 80, "darrang": 81, "datia": 82, "dehradun": 83, "deoria": 84, "dewas": 85, "dhanbad": 86, "dhar": 87, "dharwad": 88, "dhenkanal": 89, "dhule": 90, "dibrugarh": 91, "dungarpur": 92, "durg": 93, "east godavari": 94, "eranakulam": 95, "etah": 96, "etawah": 97, "faizabad": 98, "farrukhabad": 99, "fatehpur": 100, "ferozpur": 101, "ganganagar": 102, "ganjam": 103, "garhwal": 104, "gaya": 105, "ghazipur": 106, "goalpara": 107, "gonda": 108, "gorakhpur": 109, "gulbarga / kalaburagi": 110, "guna": 111, "guntur": 112, "gurdaspur": 113, "gurgaon": 114, "gwalior": 115, "hamirpur": 116, "hardoi": 117, "hassan": 118, "hazaribagh": 119, "hissar": 120, "hooghly": 121, "hoshangabad": 122, "hoshiarpur": 123, "howrah": 124, "hyderabad": 125, "indore": 126, "jabalpur": 127, "jaipur": 128, "jaisalmer": 129, "jalandhar": 130, "jalaun": 131, "jalgaon": 132, "jalore": 133, "jalpaiguri": 134, "jamnagar": 135, "jaunpur": 136, "jhabua": 137, "jhalawar": 138, "jhansi": 139, "jhunjhunu": 140, "jind": 141, "jodhpur": 142, "junagadh": 143, "kadapa ysr": 144, "kalahandi": 145, "kamrup": 146, "kangra": 147, "kannur": 148, "kanpur": 149, "kanyakumari": 150, "kapurthala": 151, "karbi anglong": 152, "karimnagar": 153, "karnal": 154, "keonjhar": 155, "khammam": 156, "khandwa / east nimar": 157, "khargone / west nimar": 158, "kheda": 159, "kheri": 160, "kinnaur": 161, "kodagu / coorg": 162, "kolar": 163, "kolhapur": 164, "kollam": 165, "koraput": 166, "kota": 167, "kottayam": 168, "kozhikode": 169, "krishna": 170, "kullu": 171, "kurnool": 172, "kutch": 173, "lahul & spiti": 174, "lakhimpur": 175, "lucknow": 176, "ludhiana": 177, "madurai": 178, "mahabubnagar": 179, "mahendragarh / narnaul": 180, "mainpuri": 181, "malappuram": 182, "malda": 183, "mandi": 184, "mandla": 185, "mandsaur": 186, "mandya": 187, "mathura": 188, "mayurbhanja": 189, "medak": 190, "meerut": 191, "mehsana": 192, "midnapur": 193, "mirzpur": 194, "moradabad": 195, "morena": 196, "mungair": 197, "murshidabad": 198, "muzaffarnagar": 199, "muzaffarpur": 200, "mysore": 201, "nadia": 202, "nagaon": 203, "nagaur": 204, "nagpur": 205, "nainital": 206, "nalgonda": 207, "nanded": 208, "narsinghpur": 209, "nasik": 210, "nizamabad": 211, "north arcot / vellore": 212, "north cachar hil / dima hasao": 213, "osmanabad": 214, "palakkad": 215, "palamau": 216, "pali": 217, "panchmahal": 218, "panna": 219, "parbhani": 220, "patiala": 221, "patna": 222, "phulbani ( kandhamal )": 223, "pilibhit": 224, "pithorgarh": 225, "pratapgarh": 226, "pune": 227, "puri": 228, "purnea": 229, "purulia": 230, "rae-bareily": 231, "raichur": 232, "raigad": 233, "raigarh": 234, "raipur": 235, "raisen": 236, "rajgarh": 237, "rajkot": 238, "ramananthapuram": 239, "rampur": 240, "ranchi": 241, "ratlam": 242, "ratnagiri": 243, "rewa": 244, "rohtak": 245, "roopnagar / ropar": 246, "s.p.s. nellore": 247, "sabarkantha": 248, "sagar": 249, "saharanpur": 250, "saharsa": 251, "salem": 252, "sambalpur": 253, "sangli": 254, "sangrur": 255, "santhal paragana / dumka": 256, "saran": 257, "satara": 258, "satna": 259, "sehore": 260, "seoni / shivani": 261, "shahabad (now part of bhojpur district)": 262, "shahdol": 263, "shahjahanpur": 264, "shajapur": 265, "shimla": 266, "shimoge": 267, "shivpuri": 268, "sibsagar": 269, "sidhi": 270, "sikar": 271, "singhbhum": 272, "sirmaur": 273, "sirohi": 274, "sitapur": 275, "solan": 276, "solapur": 277, "south arcot / cuddalore": 278, "srikakulam": 279, "sultanpur": 280, "sundargarh": 281, "surat": 282, "surendranagar": 283, "surguja": 284, "swami madhopur": 285, "tehri garhwal": 286, "thane": 287, "thanjavur": 288, "the nilgiris": 289, "thirunelveli": 290, "thiruvananthapuram": 291, "thrissur": 292, "tikamgarh": 293, "tiruchirapalli / trichy": 294, "tonk": 295, "tumkur": 296, "udaipur": 297, "ujjain": 298, "unnao": 299, "uttar kashi": 300, "uttara kannada": 301, "vadodara / baroda": 302, "valsad": 303, "varanasi": 304, "vidisha": 305, "visakhapatnam": 306, "warangal": 307, "wardha": 308, "west dinajpur": 309, "west godavari": 310, "yeotmal": 311 }, "crop": { "": 0, "barley": 1, "castor": 2, "chickpea": 3, "cotton": 4, "finger millet": 5, "groundnut": 6, "kharif sorghum": 7, "linseed": 8, "maize": 9, "minor pulses": 10, "oilseeds": 11, "pearl millet": 12, "pigeonpea": 13, "rabi sorghum": 14, "rapeseed and mustard": 15, "rice": 16, "safflower": 17, "sesamum": 18, "sorghum": 19, "soyabean": 20, "sugarcane": 21, "wheat": 22 }, "season": { "": 0, "kharif": 1, "rabi": 2 }, "dominant_soil": { "": 0, "inceptisols": 1, "innceptisols": 2, "loamy alfisol": 3, "loamy alfisols": 4, "orthids": 5, "pssaments": 6, "pssamnets": 7, "sandy alfisol": 8, "udolls/udalfs": 9, "udupts/udalfs": 10, "ustalf/ustolls": 11, "vertic soils": 12, "vertic sols": 13, "vertisols": 14, "vrtic soils": 15 } }, "num_mean": { "crop area": 42.34040451049805, "rainfall": 676.9429931640625, "avg_temp": 25.837223052978516, "humidity": 67.81976318359375, "dominant_soil_percent": 83.96409606933594, "N": 70.6806869506836, "P": 45.959346771240234, "K": 37.25616455078125, "ph": 6.622375011444092 }, "num_std": { "crop area": 85.12987518310547, "rainfall": 475.657958984375, "avg_temp": 4.737342834472656, "humidity": 10.610132217407227, "dominant_soil_percent": 52.008583068847656, "N": 46.7354736328125, "P": 13.429596900939941, "K": 15.348623275756836, "ph": 0.6427695155143738 } }