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README.md
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1 |
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---
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+
dataset_info:
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features:
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- name: Unique Case Record Key
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dtype: int64
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- name: Description
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dtype: string
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- name: Subject
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dtype: string
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- name: Reporting Sub Category
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dtype:
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class_label:
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names:
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'0': CRC Issues
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'1': Pedestrian Paths/POB/Linkway - Requests
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'2': Parks Infra - Others
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'3': Cockroaches
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'4': EPS Malfunction
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'5': Illegal Parking - Public Housing Disabled Lots
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'6': Abandoned Bulky Items/Dumping
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'7': Idling Engines
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'8': Illegal Parking - Public Housing General Reserved Lots
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'9': Noise - Events
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'10': Illegal Activities - Others
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'11': Hoarding
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'12': Tree Removal
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'13': Public Housing Infra - Others
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+
'14': Rodents
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+
'15': Playground/Fitness Equipment - Public Housing
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+
'16': Grass Cutting
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+
'17': Public Toilet Issues
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+
'18': Hazardous Toxic
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'19': Water Supply and Pressure - Other Public Areas
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+
'20': Smell/Smoky - Food Establishments/Cooking
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+
'21': Illegal Parking - Roads
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+
'22': Illegal Parking - Public Housing Loading and Unloading Bays
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+
'23': Water - Others
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+
'24': Graffiti/Stains
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+
'25': Obstruction of Public Accessibility by Articles
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+
'26': PMDs/PABs/Bicycles Usage Issues
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+
'27': Dust/Smell/Light - Construction
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42 |
+
'28': BCA - Building and Construction Matters
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43 |
+
'29': Flooding/Ponding
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+
'30': Smell - Drains/Canals/Sewer/Manhole
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+
'31': Noise - Food Establishments/Entertainment Outlets
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'32': Bus Shelters - Maintenance
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'33': CCTV Issues
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'34': Neighbour Disputes
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'35': Dogs - Nuisance
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'36': Dust - Others
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'37': Electricity Supply
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'38': Obstruction - Public Housing Common Areas
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53 |
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'39': Pollution - Others
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'40': Noise - Others
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'41': Noise - Renovation
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'42': Water Pipe Maintenance and Issues - Public Housing
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'43': Tree Planting
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'44': Car Park - Maintenance
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'45': Roads/Structures - Maintenance
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'46': Street Lights - Maintenance
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'47': Dirty Areas/Litter - Other Public Areas
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'48': Illegal Advertisements
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'49': High Rise Littering/Killer Litter
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'50': Lift - Others
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'51': Birds - Nuisance
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'52': Ceiling Leak
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67 |
+
'53': Animals - Others
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'54': Traffic Lights - Maintenance
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'55': Connectivity Related Infrastructure - Others
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+
'56': Illegal Parking - Motorcycles at Public Housing Common Areas
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+
'57': Pedestrian Crossings
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+
'58': Electrical - Others
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+
'59': Cats - Nuisance
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'60': Noise - Construction
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'61': Sewer - Other Public Areas
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'62': Spalling Concrete - Public Housing Common Areas
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+
'63': Wall Seepage
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+
'64': Urine/Faeces/Spitting
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+
'65': Sewer - Public Housing
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'66': Noise - Neighbours
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'67': Bees/Wasps/Hornets
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'68': Lift - Breakdown
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'69': Dead Animals/Birds
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'70': Tree/Shrub Maintenance
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'71': Corridor Lighting
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'72': Bus Shelters - Requests
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'73': Car Park - Requests
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'74': Drains/Drainage - Public Housing
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'75': Spalling Concrete - Within HDB Flat
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'76': Dirty Areas/Litter - Public Housing
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'77': Water Pipe Maintenance and Issues - Other Public Areas
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'78': Traffic Lights - Requests
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'79': Waste Pipe Defects - Public Housing
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'80': Waste and Recycling Management
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'81': Fallen Tree/Branch
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'82': Infra - Others
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'83': Building Defects
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'84': Wet Laundry
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'85': Illegal Parking - Heavy Vehicle Parking at Public Housing
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'86': Outdoor Lighting
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'87': Dirty Drains/Canals
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'88': Pedestrian Paths/POB/Linkway - Maintenance
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'89': Noise - Congregation in Common Areas
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'90': Smoking
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'91': Bins/Recycling
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'92': Road Works
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'93': Illegal Parking - Serious Obstruction
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'94': Smell - Other Sources
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'95': Pests - Others
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'96': Road Signs - Maintenance
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'97': Water Quality - Other Public Areas
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'98': Air Pollution/Smoke
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'99': Drains/Drainage - Other Public Areas
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'100': Illegal Parking - Public Housing Car Parks/Service Roads
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'101': Mosquitoes
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'102': Water Supply and Pressure - Public Housing
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'103': Parks Infra - Lighting
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- name: Reporting Category
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dtype:
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class_label:
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names:
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'0': Cleanliness
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'1': Enforcement Matters
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+
'2': Pests
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+
'3': Pollution
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+
'4': General Infrastructure/Facilities
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127 |
+
'5': Public Housing Lifts
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+
'6': Connectivity Related Infrastructure
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+
'7': Animals and Birds
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'8': Public Housing Infrastructure (Excl Lifts)
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'9': Greenery
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'10': Neighbour Issues
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'11': Illegal Parking
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'12': Noise
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- name: Preprocessed
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+
dtype: string
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+
- name: input_ids
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+
sequence: int32
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+
- name: token_type_ids
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sequence: int8
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+
- name: attention_mask
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sequence: int8
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+
- name: labels
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dtype: int64
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+
- name: tags
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+
sequence:
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sequence: float64
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+
splits:
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+
- name: '2017'
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+
num_bytes: 33338600
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+
num_examples: 45675
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+
download_size: 16008523
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+
dataset_size: 33338600
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+
configs:
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+
- config_name: default
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156 |
+
data_files:
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+
- split: '2017'
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158 |
+
path: data/2017-*
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159 |
+
---
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160 |
+
# Dataset Card for "sample"
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161 |
+
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162 |
+
[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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