| { | |
| "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": { | |
| "<unk>": 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": { | |
| "<unk>": 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": { | |
| "<unk>": 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": { | |
| "<unk>": 0, | |
| "kharif": 1, | |
| "rabi": 2 | |
| }, | |
| "dominant_soil": { | |
| "<unk>": 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 | |
| } | |
| } |