["size_categories:10K<n<100K", "format:parquet", "modality:tabular", "modality:text", "library:datasets", "library:pandas", "library:mlcroissant", "library:polars", "region:us"]
[{"name": "Unique Case Record Key", "dtype": "int64"}, {"name": "Description", "dtype": "string"}, {"name": "Subject", "dtype": "string"}, {"name": "Reporting Sub Category", "dtype": {"class_label": {"names": {"0": "CRC Issues", "1": "Pedestrian Paths/POB/Linkway - Requests", "2": "Parks Infra - Others", "3": "Cockroaches", "4": "EPS Malfunction", "5": "Illegal Parking - Public Housing Disabled Lots", "6": "Abandoned Bulky Items/Dumping", "7": "Idling Engines", "8": "Illegal Parking - Public Housing General Reserved Lots", "9": "Noise - Events", "10": "Illegal Activities - Others", "11": "Hoarding", "12": "Tree Removal", "13": "Public Housing Infra - Others", "14": "Rodents", "15": "Playground/Fitness Equipment - Public Housing", "16": "Grass Cutting", "17": "Public Toilet Issues", "18": "Hazardous Toxic", "19": "Water Supply and Pressure - Other Public Areas", "20": "Smell/Smoky - Food Establishments/Cooking", "21": "Illegal Parking - Roads", "22": "Illegal Parking - Public Housing Loading and Unloading Bays", "23": "Water - Others", "24": "Graffiti/Stains", "25": "Obstruction of Public Accessibility by Articles", "26": "PMDs/PABs/Bicycles Usage Issues", "27": "Dust/Smell/Light - Construction", "28": "BCA - Building and Construction Matters", "29": "Flooding/Ponding", "30": "Smell - Drains/Canals/Sewer/Manhole", "31": "Noise - Food Establishments/Entertainment Outlets", "32": "Bus Shelters - Maintenance", "33": "CCTV Issues", "34": "Neighbour Disputes", "35": "Dogs - Nuisance", "36": "Dust - Others", "37": "Electricity Supply", "38": "Obstruction - Public Housing Common Areas", "39": "Pollution - Others", "40": "Noise - Others", "41": "Noise - Renovation", "42": "Water Pipe Maintenance and Issues - Public Housing", "43": "Tree Planting", "44": "Car Park - Maintenance", "45": "Roads/Structures - Maintenance", "46": "Street Lights - Maintenance", "47": "Dirty Areas/Litter - Other Public Areas", "48": "Illegal Advertisements", "49": "High Rise Littering/Killer Litter", "50": "Lift - Others", "51": "Birds - Nuisance", "52": "Ceiling Leak", "53": "Animals - Others", "54": "Traffic Lights - Maintenance", "55": "Connectivity Related Infrastructure - Others", "56": "Illegal Parking - Motorcycles at Public Housing Common Areas", "57": "Pedestrian Crossings", "58": "Electrical - Others", "59": "Cats - Nuisance", "60": "Noise - Construction", "61": "Sewer - Other Public Areas", "62": "Spalling Concrete - Public Housing Common Areas", "63": "Wall Seepage", "64": "Urine/Faeces/Spitting", "65": "Sewer - Public Housing", "66": "Noise - Neighbours", "67": "Bees/Wasps/Hornets", "68": "Lift - Breakdown", "69": "Dead Animals/Birds", "70": "Tree/Shrub Maintenance", "71": "Corridor Lighting", "72": "Bus Shelters - Requests", "73": "Car Park - Requests", "74": "Drains/Drainage - Public Housing", "75": "Spalling Concrete - Within HDB Flat", "76": "Dirty Areas/Litter - Public Housing", "77": "Water Pipe Maintenance and Issues - Other Public Areas", "78": "Traffic Lights - Requests", "79": "Waste Pipe Defects - Public Housing", "80": "Waste and Recycling Management", "81": "Fallen Tree/Branch", "82": "Infra - Others", "83": "Building Defects", "84": "Wet Laundry", "85": "Illegal Parking - Heavy Vehicle Parking at Public Housing", "86": "Outdoor Lighting", "87": "Dirty Drains/Canals", "88": "Pedestrian Paths/POB/Linkway - Maintenance", "89": "Noise - Congregation in Common Areas", "90": "Smoking", "91": "Bins/Recycling", "92": "Road Works", "93": "Illegal Parking - Serious Obstruction", "94": "Smell - Other Sources", "95": "Pests - Others", "96": "Road Signs - Maintenance", "97": "Water Quality - Other Public Areas", "98": "Air Pollution/Smoke", "99": "Drains/Drainage - Other Public Areas", "100": "Illegal Parking - Public Housing Car Parks/Service Roads", "101": "Mosquitoes", "102": "Water Supply and Pressure - Public Housing", "103": "Parks Infra - Lighting"}}}}, {"name": "Reporting Category", "dtype": {"class_label": {"names": {"0": "Cleanliness", "1": "Enforcement Matters", "2": "Pests", "3": "Pollution", "4": "General Infrastructure/Facilities", "5": "Public Housing Lifts", "6": "Connectivity Related Infrastructure", "7": "Animals and Birds", "8": "Public Housing Infrastructure (Excl Lifts)", "9": "Greenery", "10": "Neighbour Issues", "11": "Illegal Parking", "12": "Noise"}}}}, {"name": "Preprocessed", "dtype": "string"}, {"name": "input_ids", "sequence": "int32"}, {"name": "token_type_ids", "sequence": "int8"}, {"name": "attention_mask", "sequence": "int8"}, {"name": "labels", "dtype": "int64"}, {"name": "tags", "sequence": {"sequence": "float64"}}]