size_categories:10K<n<100K format:parquet modality:tabular modality:text library:datasets library:pandas library:mlcroissant library:polars region:us
---
dataset_info:
  features:
  - 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
  splits:
  - name: '2017'
    num_bytes: 33338600
    num_examples: 45675
  download_size: 16008523
  dataset_size: 33338600
configs:
- config_name: default
  data_files:
  - split: '2017'
    path: data/2017-*
---
# Dataset Card for "sample"

[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)