cestwc/sample
收藏Hugging Face2023-09-15 更新2024-03-04 收录
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资源简介：
---
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)
提供机构：
cestwc
原始信息汇总
数据集概述
数据集信息
特征
- Unique Case Record Key: 数据类型为
int64。 - Description: 数据类型为
string。 - Subject: 数据类型为
string。 - Reporting Sub Category: 数据类型为分类标签，包含以下类别：
- 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
- Reporting Category: 数据类型为分类标签，包含以下类别：
- 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
- Preprocessed: 数据类型为
string。 - input_ids: 数据类型为
int32序列。 - token_type_ids: 数据类型为
int8序列。 - attention_mask: 数据类型为
int8序列。 - labels: 数据类型为
int64。 - tags: 数据类型为
float64序列的序列。
数据分割
- 2017: 包含 45675 个样本，总字节数为 33338600。
数据集大小
- 下载大小: 16008523 字节。
- 数据集大小: 33338600 字节。
配置
- config_name: default
- data_files:
- split: 2017
- path: data/2017-*
