metadata
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-*