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The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 3 new columns ({'status', 'datasetId', 'format'}) and 4 missing columns ({'childDatasets', 'frequency', 'sources', 'collectionId'}).
This happened while the csv dataset builder was generating data using
hf://datasets/KaiquanMah/DataGovSGDatasetList/datagov_datasets.csv (at revision e3dd9f9921992d715bb3a844997b2f98196e77d7)
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1870, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 622, in write_table
pa_table = table_cast(pa_table, self._schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2292, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2240, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
datasetId: string
createdAt: string
name: string
status: string
description: string
format: string
lastUpdatedAt: string
managedByAgencyName: string
coverageStart: string
coverageEnd: string
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1464
to
{'collectionId': Value(dtype='int64', id=None), 'createdAt': Value(dtype='string', id=None), 'name': Value(dtype='string', id=None), 'description': Value(dtype='string', id=None), 'lastUpdatedAt': Value(dtype='string', id=None), 'frequency': Value(dtype='string', id=None), 'sources': Value(dtype='string', id=None), 'managedByAgencyName': Value(dtype='string', id=None), 'childDatasets': Value(dtype='string', id=None), 'coverageStart': Value(dtype='string', id=None), 'coverageEnd': Value(dtype='string', id=None)}
because column names don't match
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1438, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1050, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 924, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1000, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1741, in _prepare_split
for job_id, done, content in self._prepare_split_single(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1872, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 3 new columns ({'status', 'datasetId', 'format'}) and 4 missing columns ({'childDatasets', 'frequency', 'sources', 'collectionId'}).
This happened while the csv dataset builder was generating data using
hf://datasets/KaiquanMah/DataGovSGDatasetList/datagov_datasets.csv (at revision e3dd9f9921992d715bb3a844997b2f98196e77d7)
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
collectionId
int64 | createdAt
string | name
string | description
string | lastUpdatedAt
string | frequency
string | sources
string | managedByAgencyName
string | childDatasets
string | coverageStart
string | coverageEnd
string |
|---|---|---|---|---|---|---|---|---|---|---|
2,066 | 2023-07-31T17:04:43+08:00 | Channels for Donation, Resale and Repair | Channels for Donation, Resale and Repair | 2024-06-06T15:04:49+08:00 | half_year | ['National Environment Agency'] | National Environment Agency | ['d_7e1f0da76a744c85e3d3ecc76642dcb5', 'd_e3f4732c652e083852f5abf31a973f34'] | null | null |
545 | 2016-04-07T15:21:54+08:00 | Live-Births, Deaths & Natural Increase by Ethnic Group | Published in Report on Registration of Births and Deaths which aims to provide an overview on the annual changes in population, births and deaths.
| 2024-06-06T15:18:31+08:00 | annual | ['Immigration and Checkpoints Authority'] | Immigration and Checkpoints Authority | ['d_16950a6230af2c42bc746a9fb85518dc'] | 1971-01-01T08:00:00+08:00 | 2021-12-31T08:00:00+08:00 |
1,740 | 2020-01-25T08:08:02+08:00 | Master Plan 2019 SDCP Park Leader Line layer | Leader line of text in the Parks and Waterbodies Plan. The Parks and Waterbodies Plan is a Special and Detailed Control Plan (SDCP) which provides guidelines and controls for specific area of development. | 2024-06-06T14:34:13+08:00 | other | ['Urban Redevelopment Authority'] | Urban Redevelopment Authority | ['d_48cc043eb94baf07d8d4832a4be2d4ca', 'd_378cabea699149321fbdf8fb98ee4a11'] | null | null |
578 | 2018-11-07T19:11:27+08:00 | Singapore Police Force - (50th National Day Parade) - Special Zone | Singapore Police Force - (50th National Day Parade) - Special Zone means the area that is described in the Second Schedule of the Public Order (50th National Day Parade) Notification 2015. | 2024-06-06T14:37:48+08:00 | other | ['Singapore Police Force'] | Singapore Police Force | ['d_5985e18fe013c9f01dc400e7ec4c2f0f', 'd_51af6acae4971c0cf4cc4f8c960c6b55'] | null | null |
471 | 2018-11-07T19:04:51+08:00 | TradeNet Service Centres & Certified Vendors | This data contains information on the location of tradenet service centres and certified vendors | 2024-06-06T15:06:15+08:00 | ad-hoc | ['Singapore Customs'] | Singapore Customs | ['d_b35e13da57bb6303224e03f0b86238fb', 'd_ea81d312239b3337316b887a7dfe665f'] | null | null |
583 | 2018-11-07T19:13:42+08:00 | Singapore Police Force - (SEA Games 2015) - Special Zone | Singapore Police Force - (SEA Games 2015) - Special Event Zone means the areas within the special area that is described in the Second Sehedule of the Public Order (SEA Games Opening and Closing Ceremonies) Notification 2015. | 2024-06-06T15:08:31+08:00 | other | ['Singapore Police Force'] | Singapore Police Force | ['d_d3ceee096b9273c7551c84c9ba1564d0', 'd_f53b92205ef8aac301fb86b0e71a1d8c'] | null | null |
1,569 | 2016-05-06T11:56:50+08:00 | Approval of Land Lots | Overview of the corporate performance of SLA on the number of approved land lots. This dataset is updated every six months. | 2024-06-06T15:00:01+08:00 | monthly | ['Singapore Land Authority'] | Singapore Land Authority | ['d_ca924e80ef4a5251486a738282f20f37'] | 2010-04-01T08:00:00+08:00 | 2022-09-30T08:00:00+08:00 |
402 | 2016-05-09T15:29:22+08:00 | NAPFA Test Centre | Contains the locations of National Physical Fitness Award Test Centre in Singapore | 2024-06-06T15:09:37+08:00 | ad-hoc | ['Ministry Of Defence'] | Ministry of Defence | ['d_332b5e212f67579c64e7d836c05a3fc0', 'd_cf75acb34461f3d49b69a06efab6fb83', 'd_fb02554004cad17029a7e68819124973'] | null | null |
503 | 2019-02-12T11:10:04+08:00 | SGO Satellite Offices | Mapping of SGO Satellite Offices, with addresses, postal codes and telephone numbers | 2024-06-06T14:37:34+08:00 | ad-hoc | ['Ministry of Health'] | Ministry of Health | ['d_585344026a85579273007a1eb048d4da'] | 2019-01-01T08:00:00+08:00 | 2019-12-31T08:00:00+08:00 |
1,414 | 2016-06-30T11:21:29+08:00 | Solid Waste Management - Total Waste Incinerated, Annual | Million tonnes of waste incinerated per year | 2024-06-06T14:23:36+08:00 | annual | ['National Environment Agency'] | National Environment Agency | ['d_0fefa8455a070b420aed1cb671f379b8'] | 2000-01-01T08:00:00+08:00 | 2015-12-31T08:00:00+08:00 |
117 | 2016-04-28T00:00:56+08:00 | Gyms@SG | Location of exercise facilities around Singapore | 2024-06-06T14:55:22+08:00 | ad-hoc | ['Health Promotion Board'] | Health Promotion Board | ['d_b3ae090692ecf632116c9885cfbd3424', 'd_8166b1ebbba81cd153aee73f8b5ec88b'] | null | null |
612 | 2016-07-01T17:22:03+08:00 | Bankruptcy Discharges by Bankruptcy Number | A chronological list of all bankruptcy discharges, identified by bankruptcy number. | 2024-06-06T15:04:30+08:00 | annual | ['Ministry of Law'] | Ministry of Law | ['d_e2c4fb9c8350ad15ab838aaf3ed24069'] | 1951-01-22T08:00:00+08:00 | 2015-12-29T08:00:00+08:00 |
1,796 | 2017-06-14T16:12:52+08:00 | MP14 SDCP PW PLAN - National Park Annotation | Annotation of National Park symbol | 2024-06-06T14:58:51+08:00 | ad-hoc | ['Urban Redevelopment Authority'] | Urban Redevelopment Authority | ['d_c437597e49d19c703c4419092952fd20', 'd_92b45d10d50b0fd2b37673cb47f70e6b'] | null | null |
319 | 2016-04-28T11:55:29+08:00 | Annual New Registration of Motorcycles by Make | All motorcycles and scooters newly registered by make within the report period.
| 2024-06-06T14:26:24+08:00 | annual | ['Land Transport Authority'] | Land Transport Authority | ['d_1ed5455eae3ccef5d487acb3b2d34b6f'] | 2005-01-01T08:00:00+08:00 | 2017-12-31T08:00:00+08:00 |
100 | 2019-11-19T14:30:24+08:00 | Age-standardised incidence rate of stroke by gender | The table/figure shows the age-standardised incidence rate (per 100,000 population) of stroke in Singapore with a breakdown by gender.
The rates are expressed as per 100,000 residential population and standardised to the Segi World Population.
The numbers will be updated annually due to ongoing retrospective case collection. | 2024-06-06T14:47:19+08:00 | annual | ['Health Promotion Board'] | Health Promotion Board | ['d_8bdb83a1e333289738604756b1a291f9'] | 2005-01-01T08:00:00+08:00 | 2014-12-31T08:00:00+08:00 |
1,776 | 2017-06-14T16:09:59+08:00 | MP14 SDCP AGU PLAN - 1st Storey (Mandatory) | Indicative location of the 1st Storey Activites (Mandatory) area. | 2024-06-06T15:01:00+08:00 | ad-hoc | ['Urban Redevelopment Authority'] | Urban Redevelopment Authority | ['d_cfae4f4a3560a316486f5e2a2231f227', 'd_9ca72cad0254793be67bd97d9763cfa1'] | null | null |
1,439 | 2018-11-07T19:06:08+08:00 | Dengue (Cases) - South East | Dengue cases in southeast region.
Based on notified dengue cases and mosquito breeding habitats detected in the last 14 days. Information on dengue cases is provisional and is subject to changes due to epidemiological investigation findings. | 2024-06-06T15:05:04+08:00 | daily | ['National Environment Agency'] | National Environment Agency | ['d_2c13093a9d36377478755716f861ef14', 'd_e4d0220150f630f79ca3c1ec46f49fb4'] | null | null |
383 | 2017-06-30T14:58:53+08:00 | Registered Vessels and Shipping Tonnage, Annual | Dataset shows the annual total number of registered vessels and shipping tonnage as at end of the period. | 2025-01-17T09:28:37+08:00 | annual | ['Maritime and Port Authority of Singapore'] | Maritime and Port Authority of Singapore | ['d_0c586210d33756a56ef6213078e749aa'] | 1995-01-01T08:00:00+08:00 | 2022-12-31T08:00:00+08:00 |
639 | 2017-08-30T01:13:47+08:00 | Total outstanding moneylending loans in proportion to the consumer credit market | Total amount of outstanding licensed moneylender loans taken in relation to/as a proportion of the consumer credit market, namely, the outstanding personal loans taken by Singapore households, including motor vehicle loans, credit/charge cards, pawnbroking loans, licensed moneylending loans and other types of consumer loans, but excluding mortgage loans.
| 2024-06-06T15:08:58+08:00 | annual | ['Ministry of Law'] | Ministry of Law | ['d_f786cbcd6eb0b1e3c1873d26c0cf0f2c'] | 2013-01-01T08:00:00+08:00 | 2015-12-31T08:00:00+08:00 |
379 | 2016-04-28T18:34:47+08:00 | Road Traffic Conditions during Peak Hours | Daily traffic volume is recorded between 7.30am-7.00pm on weekdays; Avg speed and congestion-free roads are for peak hour periods, i.e. 8-9am & 6-7pm on weekdays. | 2025-02-14T11:49:05+08:00 | annual | ['Land Transport Authority'] | Land Transport Authority | ['d_3136f317a1f282a33fe7a2f6a907c047', 'd_26f6afadf2f86b2004f9a1e28f5564cc'] | 2004-01-01T08:00:00+08:00 | 2014-12-31T08:00:00+08:00 |
1,531 | 2016-11-01T13:41:35+08:00 | Parliamentary General Election Results | The Singapore Parliament has a term of 5 years but may be dissolved at any time before the expiry of its 5-year term by the President on the advice of the Prime Minister. The general election must be held within 3 months of the dissolution of the Parliament.
There are 2 types of electoral divisions or constituencies in Singapore:
* Single Member Constituency (SMC)
* Group Representation Constituency (GRC)
Definitions:
* A Rejected Vote means a ballot paper which has been handed by the election official to an elector to cast his vote but which, at the close of the poll, has been found in the ballot box unmarked or so improperly marked it cannot be counted.
* A Spoilt Ballot Paper means a ballot paper which, on polling day, has not been deposited in the ballot box, but has been found by the election official to be spoilt or improperly printed or which has been handed by the election official to an elector to cast his vote, and (a) has been spoilt in marking by the elector, and (b) has been handed back to the election official and exchanged for another.
More information on the parliamentary elections can be found here:
* http://www.eld.gov.sg/elections_parliamentary.html
* http://www.eld.gov.sg/elections_type_electoral.html | 2024-08-13T09:25:23+08:00 | ad-hoc | ['Elections Department'] | Elections Department | ['d_ef163fd9ebc3c2f21032c29da3bd3f77', 'd_fdfb854fcb7428b29734d2e0c0674220', 'd_00d89e5d100a612e36432d91493785bd', 'd_581a30bee57fa7d8383d6bc94739ad00'] | 1955-01-01T08:00:00+08:00 | 2020-12-31T08:00:00+08:00 |
224 | 2016-06-29T17:11:05+08:00 | Usage of Laptops/ PCs for Media Activities | Dataset shows the percentage of respondents who have ever used a Laptop/ PC to engage in media activities.
The data was extracted from the IMDA Media Consumer Experience Study, an annual survey conducted by IMDA , which aims to provide insights into Singapore Citizens and PRs' media consumption habits.
For more information, please visit:
https://www.imda.gov.sg/industry-development/facts-and-figures/media-consumer-experience-study | 2024-06-06T14:25:42+08:00 | annual | ['Info-communications Media Development Authority'] | Info-communications Media Development Authority | ['d_1b2f33a6d831f33138716ac335cbe90d'] | 2013-01-01T08:00:00+08:00 | 2015-12-31T08:00:00+08:00 |
572 | 2019-10-24T14:49:53+08:00 | Cases Recorded for Selected Major Offences | Note: Figures are based on Annual Statistical Reports on Crime in Singapore. Please refer to Source URL for the latest dataset | 2024-06-06T14:50:55+08:00 | annual | ['Singapore Police Force'] | Singapore Police Force | ['d_9dd5f0c8049d549380e7f8d8d42a3a6a'] | 2011-01-01T08:00:00+08:00 | 2020-12-31T08:00:00+08:00 |
498 | 2016-07-10T21:15:07+08:00 | Number of Physiotherapists | Number of Physiotherapists (Public, Private, Not in Active Practice).
Registration of Allied Health professionals (Physiotherapists, Occupational Therapists, Speech Therapists) started in 2013.
| 2024-06-06T14:46:11+08:00 | annual | ['Ministry of Health'] | Ministry of Health | ['d_873e95590cfd9d0b3f8a6c6db6a5bc38'] | 2014-01-01T08:00:00+08:00 | 2022-12-31T08:00:00+08:00 |
403 | 2016-05-09T15:29:12+08:00 | SAFRA Centres | Contains the locations of Singapore Armed Forces Reservists Association (SAFRA) in Singapore | 2024-06-06T14:54:46+08:00 | ad-hoc | ['Ministry Of Defence'] | Ministry of Defence | ['d_1605f8e10ae633f0d049b02b8d7b83b7', 'd_56afee769145854de7f7dce2351f08cb', 'd_b0c7a065104744ecfbc21e93c226ee5c'] | null | null |
105 | 2016-06-15T18:33:58+08:00 | Healthier Choice Symbol (HCS) Product List | List of products with the Healthier Choice Symbol | 2024-06-06T14:40:11+08:00 | half_year | ['Health Promotion Board'] | Health Promotion Board | ['d_6725eed000bf5b3c5d310eb08de0851f'] | 2022-07-01T08:00:00+08:00 | 2023-02-28T08:00:00+08:00 |
1,428 | 2018-11-07T18:44:49+08:00 | Aedes Mosquito Breeding Habitats - South East | Mosquito breeding habitat in south east region.
Based on notified dengue cases and mosquito breeding habitats detected in the last 14 days. Information on dengue cases is provisional and is subject to changes due to epidemiological investigation findings. | 2024-06-06T14:48:57+08:00 | daily | ['National Environment Agency'] | National Environment Agency | ['d_944dd361659cec20260ced43b7251417', 'd_7dc311f941cb3eed2b1b413a44905a5b'] | null | null |
536 | 2016-03-10T10:48:54+08:00 | Live-Births by Ethnic Group of Mother and Place of Occurrence | Published in Report on Registration of Births and Deaths which aims to provide an overview on the annual changes in population, births and deaths.
| 2024-06-06T15:17:38+08:00 | annual | ['Immigration and Checkpoints Authority'] | Immigration and Checkpoints Authority | ['d_01e099752f815ec8979684630de92788'] | 2019-01-01T08:00:00+08:00 | 2021-12-31T08:00:00+08:00 |
53 | 2021-08-23T11:38:53+08:00 | CCCS Case and Complaint Statistics | Three separate time-series datasets from CCCS can be found here:
1) Competition case statistics
2) Consumer protection case statistics
3) Complaints statistics
| 2024-06-06T14:47:34+08:00 | annual | ['Competition and Consumer Commission of Singapore'] | Competition and Consumer Commission of Singapore | ['d_59e7a1bc31a51c1475ef1484c03faf33', 'd_8db1495663aea51b87e55d2103fcf001', 'd_63858927edcba51528bc4ceb517bfdce'] | 2011-04-01T08:00:00+08:00 | 2021-06-30T08:00:00+08:00 |
355 | 2016-04-28T18:15:24+08:00 | Number of Traffic Lights | Facilities include only those maintained by the Land Transport Authority (LTA). Other road structures maintained by the LTA include culverts, retaining walls, street lightings, etc.
Ref: https://www.mytransport.sg/content/mytransport/home/dataMall.html | 2024-06-06T14:20:50+08:00 | annual | ['Land Transport Authority'] | Land Transport Authority | ['d_03c133a999057087ebc3a783fba5bfa8'] | 1994-01-01T08:00:00+08:00 | 2017-12-31T08:00:00+08:00 |
1,402 | 2016-05-27T14:19:37+08:00 | Relative Humidity - Annual Means | The annual average values for the daily mean relative humidity, daily maximum relative humidity and daily minimum relative humidity recorded at the Changi Climate Station. | 2025-01-08T16:35:11+08:00 | annual | ['National Environment Agency'] | National Environment Agency | ['d_31dbf162e94f76065e1e4c60a80a4264'] | 1982-01-01T08:00:00+08:00 | 2022-12-31T08:00:00+08:00 |
1,572 | 2016-05-11T11:09:14+08:00 | Occupancy Rate of State Properties | Shows the occupancy rate of State properties managed. The dataset is updated once every six months. | 2024-06-06T15:02:28+08:00 | monthly | ['Singapore Land Authority'] | Singapore Land Authority | ['d_d7caa01b45aee232265aecd71a703be3'] | 2010-04-01T08:00:00+08:00 | 2022-09-30T08:00:00+08:00 |
145 | 2016-06-15T09:55:00+08:00 | Cumulative Area Reclaimed for Engineering Projects | Area of land reclaimed for engineering projects at the end of each financial year (i.e. as at 31 Mar)
| 2024-12-04T12:03:42+08:00 | annual | ['Housing & Development Board'] | Housing & Development Board | ['d_55b4740017623c1d5e884e0e06793e87'] | 1991-04-01T08:00:00+08:00 | 2022-03-31T08:00:00+08:00 |
20 | 2015-10-29T15:16:01+08:00 | Listing of Temporary Occupation Permits (TOP) Issued | This Dataset shows the Project Details, the Architect in charge of the Project, the cost of the Project, as well as the Number of Residential Units. | 2024-06-06T15:00:03+08:00 | annual | ['Building and Construction Authority'] | Building and Construction Authority | [] | 2015-11-01T08:00:00+08:00 | 2017-11-30T08:00:00+08:00 |
2,038 | 2023-07-31T16:10:17+08:00 | Heritage Trees | This theme contains heritage trees in Singapore. | 2024-11-21T17:41:10+08:00 | ad-hoc | ['National Parks Board'] | National Parks Board | ['d_644ff187b6d14d6316f47284a4a6c81f'] | null | null |
2,034 | 2023-07-31T16:02:57+08:00 | Kindergartens | To identify the location of ECDA-registered kindergartens | 2024-06-06T14:49:07+08:00 | ad-hoc | ['Early Childhood Development Agency'] | Early Childhood Development Agency | ['d_7fe9a72b1afff18e48111772c8d0fd39', 'd_95aa63998d7de94dd4cb3e8e43a5f6d5'] | null | null |
401 | 2016-05-09T15:29:20+08:00 | IPPT In Your Community | Contains the locations of Individual Physical Proficiency Test (IPPT) training centres in the neighbourhood | 2024-06-06T14:55:24+08:00 | ad-hoc | ['Ministry Of Defence'] | Ministry of Defence | ['d_13df7530a39369b520a38127a0eab727', 'd_b3faf4d34bb725965605f4c3cd694e70', 'd_2d3e941d7be6c7ede34b9d13d5ef2544'] | null | null |
509 | 2019-09-30T09:59:59+08:00 | Weekly Number of Dengue and Dengue Haemorrhagic Fever Cases | This table gives the weekly number of lab-confirmed dengue and dengue haemorrhagic fever cases from 2014 to 2018. | 2024-06-06T14:53:44+08:00 | weekly | ['Ministry of Health'] | Ministry of Health | ['d_ac1eecf0886ff0bceefbc51556247015'] | 2014-01-01T08:00:00+08:00 | 2018-12-31T08:00:00+08:00 |
1,714 | 2020-01-25T08:02:47+08:00 | Master Plan 2019 Other Text layer | Annotation of waterbody, island and other text layer. This layer is extracted from the Master Plan 2019 that was approved on 18 Nov 2019. For the latest Master Plan, please visit URA web site at https://www.ura.gov.sg/ | 2024-06-06T15:07:21+08:00 | other | ['Urban Redevelopment Authority'] | Urban Redevelopment Authority | ['d_bafc1986fdb065f3c73ee1ba3af452b6', 'd_ef5397203b8e2fcf52a01f3da6554054'] | null | null |
1,411 | 2016-06-30T11:41:39+08:00 | Solid Waste Management - Total Non Domestic Waste Disposed of, Annual | Million tonnes of non-domestic waste disposed of per year | 2024-06-06T14:23:54+08:00 | annual | ['National Environment Agency'] | National Environment Agency | ['d_11b93f866c718775be0d859bf2f3d34c'] | 2000-01-01T08:00:00+08:00 | 2015-12-31T08:00:00+08:00 |
68 | 2020-11-25T11:04:53+08:00 | Annual Fuel Mix for Electricity Generation by Energy Products | Shows annual fuel mix for electricity generation by energy products (in percent). | 2024-06-06T15:03:42+08:00 | annual | ['Energy Market Authority'] | Energy Market Authority | ['d_dec34f3ed7daeb6429c8d8b7c36852d2'] | 2005-01-01T08:00:00+08:00 | 2021-06-30T08:00:00+08:00 |
280 | 2016-06-21T16:52:57+08:00 | Training Places of CET Skills And Continuing Academic Education Programmes at ITE | Training Places of Skills Training And Continuing Academic Education Programmes at ITE | 2024-07-24T11:19:29+08:00 | annual | ['Institute of Technical Education'] | Institute of Technical Education | ['d_d1fbb24161f78e72bed494bd2ba9d091'] | 2010-01-01T08:00:00+08:00 | 2022-12-31T08:00:00+08:00 |
2,097 | 2023-07-31T18:03:18+08:00 | Amendment to Master Plan 2019 Monument Number layer | Annotation of Monument Number layer. This layer is extracted from the latest Master Plan 2019 which may be updated from time to time. For the latest Master Plan, please visit URA’s web site at https://www.ura.gov.sg/. | 2024-06-06T14:50:19+08:00 | ad-hoc | ['Urban Redevelopment Authority'] | Urban Redevelopment Authority | ['d_2c52ac8273c0facfba2be8121d9aee97', 'd_9a99a3ed1b29526631966f7618ffe734'] | null | null |
1,610 | 2016-07-09T20:45:12+08:00 | Overseas Visitors Survey Visitors' Profile Data - Purpose of Visit | Data on visitors’ profile are obtained mainly from the Overseas Visitors Survey. The annual survey covers a sample of about 26,000 visitors departing Singapore via air, sea and land checkpoints. Face-to-face interviews are conducted with visitors at the departure points throughout the year.
Methodology
The sample is selected based on a quarterly quota, which is set according to the actual visitor arrival statistics from the same quarter of the previous year. In addition, the data collected are weighted by country of residence, age group and length of stay, based on actual visitor arrival statistics compiled from the D/E cards. This ensures that the profile of visitors surveyed resembles the distribution of visitor arrivals in the total population. | 2024-06-06T14:44:04+08:00 | annual | ['Singapore Tourism Board'] | Singapore Tourism Board | ['d_7c25427c8ca596daa629d88ee3dd3917'] | 2013-01-01T08:00:00+08:00 | 2014-12-31T08:00:00+08:00 |
48 | 2015-05-20T10:10:50+08:00 | Civil Aircraft Arrivals, Departures, Passengers And Mail, Changi Airport, Monthly | Data from January 1989 refers to Changi Airport only. | 2024-06-06T15:05:55+08:00 | monthly | ['Civil Aviation Authority of Singapore'] | Civil Aviation Authority of Singapore | ['d_a97d6867514c6b0119f45024d2606106', 'd_e91c955ca5910869dc57afdb5b7d524d'] | 1980-01-01T08:00:00+08:00 | 2020-07-31T08:00:00+08:00 |
594 | 2018-11-08T10:34:33+08:00 | Singapore Police Force Establishments (2018) | Singapore Police Force Establishment Details | 2024-06-06T14:45:34+08:00 | ad-hoc | ['Singapore Police Force'] | Singapore Police Force | ['d_83525629a0051cffb0d3979b1cbfea96', 'd_41e91ee7afc7d2b43d7f4694a66f6395'] | null | null |
79 | 2021-12-11T23:05:33+08:00 | Number of Grid-Connected Solar PV Installations by User Type | Shows annual and quarterly number of residential and non-residential grid-connected solar PV installations by user type | 2024-06-06T14:57:26+08:00 | annual | ['Energy Market Authority'] | Energy Market Authority | ['d_bd07e511d63f472011c53142ff63e851'] | 2008-01-01T08:00:00+08:00 | 2021-03-31T08:00:00+08:00 |
1,679 | 2016-05-04T13:26:17+08:00 | Master Plan 1998 Planning Area Boundary (No Sea) | Indicative polygon of planning area boundary.
To facilitate urban planning, the Urban Redevelopment Authority (URA) divides Singapore into regions, planning areas and subzones.
The Planning Regions are divided into smaller Planning Areas. Each Planning Area have a population of about 150,000 and served by a town centre and several neighbourhood commercial/shopping centres.
The Master Plan 1998 is a forward looking guiding plan for Singapore''s development in the medium term over the next 10 to 15 years and the planning boundaries may not coincide with existing developments for some areas. | 2024-06-06T15:03:42+08:00 | ad-hoc | ['Urban Redevelopment Authority'] | Urban Redevelopment Authority | ['d_8d0d2665195329fa1ad2f97fc28456ab', 'd_dec48c94989d4f17d778e3c59f9a52e0'] | null | null |
307 | 2016-04-13T09:18:51+08:00 | Annual Car Population by Make | Figures include all passenger cars registered in Singapore, including station wagons and cars exempted from road tax and the Vehicle Quota System.
| 2024-06-06T14:26:54+08:00 | annual | ['Land Transport Authority'] | Land Transport Authority | ['d_20d3fc7f08caa581c5586df51a8993c5'] | 2005-01-01T08:00:00+08:00 | 2017-12-31T08:00:00+08:00 |
2,027 | 2023-07-31T15:41:20+08:00 | Hawker Centres_New | null | 2023-07-31T15:41:20+08:00 | null | null | null | null | null | null |
1,601 | 2016-06-29T16:20:09+08:00 | Singapore Polytechnic WSQ Courses, Annual | Listing of WSQ Courses with course name, description and references | 2024-06-06T15:06:21+08:00 | annual | ['Singapore Polytechnic'] | Singapore Polytechnic | ['d_eaea3da634671750a9e27585e8c5d6b6'] | 2022-01-01T08:00:00+08:00 | 2022-12-31T08:00:00+08:00 |
558 | 2016-04-06T13:48:36+08:00 | Number of Parcels cleared at the Parcel Post Centre | This table presents the yearly breakdown on the number of parcels cleared at the Parcel Post Centre from 2004 onwards
| 2024-06-06T15:22:22+08:00 | annual | ['Immigration and Checkpoints Authority'] | Immigration and Checkpoints Authority | ['d_6a548606cf9132cb0b68463e0b8fa6a3'] | 2004-01-01T08:00:00+08:00 | 2021-12-31T08:00:00+08:00 |
233 | 2016-04-12T14:44:40+08:00 | Working End-user connections delivered by type of property | IDA monitors the quality of infocomm services provided by service providers, from basic telecom to mobile and Internet access services. To find out how service providers are performing, we provide updated Quality of Service (QoS) reports here | 2024-06-06T14:26:12+08:00 | monthly | ['Info-communications Media Development Authority'] | Info-communications Media Development Authority | ['d_1de494582daed4f45288e97d5c0204ed'] | 2011-09-01T08:00:00+08:00 | 2016-03-31T08:00:00+08:00 |
1,511 | 2015-09-24T10:30:13+08:00 | PA Holiday Facilities | to locate PA holiday facilities in Singapore | 2024-06-06T14:57:16+08:00 | ad-hoc | ["People's Association"] | People's Association | ['d_bc6803e8f0a01b3b791ec669852516fe', 'd_7d4e8bd0029578bdefcc7f7849cab1c4'] | null | null |
1,400 | 2016-06-23T10:50:09+08:00 | Registered Environmental Control Officer (ECO) | Registered Environmental Control Officer (ECO) | 2024-06-06T14:28:41+08:00 | monthly | ['National Environment Agency'] | National Environment Agency | ['d_2a0bee4473e1d1d8635b4e63e2279eb9'] | 2016-06-01T08:00:00+08:00 | 2016-06-30T08:00:00+08:00 |
2,022 | 2023-07-31T15:31:43+08:00 | Community Club / PAssion WaVe Outlet | For identify Community Clubs and PAssion WaVe outlet | 2024-06-06T14:50:56+08:00 | ad-hoc | ["People's Association"] | People's Association | ['d_9de02d3fb33d96da1855f4fbef549a0f', 'd_58cfdb495b548d96c54ebe411307edf2'] | null | null |
1,476 | 2019-01-10T11:18:15+08:00 | NLB Name Authorities | This is a list of standardised names established and maintained by National Library Board to be used uniquely and consistently when identifying and naming entities in resource description. Name authorities are created as a means of organising information so as to facilitate discovery of information.
This service establishes authorised forms of mainly Singapore-related names of People, Organisations, Buildings and Places to enable consistency of use in indexing or tagging of information resources, and to improve their discoverability. The names created are mainly names of Singapore personalities, organisations, buildings and places. Names included are usually of significance to Singapore’s political, economic, social, cultural or historical context.
Different forms or variations of names and previously-known names are also included. | 2025-02-17T09:50:25+08:00 | ad-hoc | ['National Library Board'] | National Library Board | ['d_68955b7991bedbe6d888ad5182974e4f', 'd_a6d93a061d4148fe55106a28ddd6193c'] | 2019-02-15T08:00:00+08:00 | 2023-05-10T08:00:00+08:00 |
599 | 2016-03-29T17:47:07+08:00 | Assault Rate | Assault Rate per 10,000 inmates | 2024-06-06T14:28:46+08:00 | annual | ['Singapore Prison Service'] | Singapore Prison Service | ['d_2a5debe2674db2707cec7bfd022d770c'] | 2007-01-01T08:00:00+08:00 | 2022-12-31T08:00:00+08:00 |
348 | 2016-04-26T10:18:15+08:00 | Public Transport Journeys - Average Distance Per Trip | Passenger journeys based on public transport mode (MRT, LRT and public buses).
| 2024-06-06T15:02:14+08:00 | annual | ['Land Transport Authority'] | Land Transport Authority | ['d_d6921f812624c2b1bb1d68269354dc71'] | 2004-01-01T08:00:00+08:00 | 2014-12-31T08:00:00+08:00 |
1,687 | 2017-06-14T17:04:57+08:00 | Master Plan 2014 Conservation Area Text | Annotation of Conservation Area Text | 2024-06-06T14:52:07+08:00 | ad-hoc | ['Urban Redevelopment Authority'] | Urban Redevelopment Authority | ['d_a3735a9dee65980dd92690506e8e950c', 'd_4b10039e49ce06c42895e7554dee7376'] | null | null |
2,058 | 2023-07-31T16:44:51+08:00 | Master Plan 2003 Monument Text | Annotation of Monument Number | 2024-06-06T14:54:08+08:00 | other | ['Urban Redevelopment Authority'] | Urban Redevelopment Authority | ['d_ade878be574b3bb016708ec2b2e40915', 'd_063532513a430600bec6dfd4f3915f2d'] | null | null |
1,375 | 2015-05-20T10:11:06+08:00 | Climate Change and Energy - Green Vehicles | Number of green vehicles (registered) | 2024-06-06T14:38:39+08:00 | annual | ['National Environment Agency'] | National Environment Agency | ['d_5e5c2fa3ec41618eb7c17fc14b2be70b'] | 2003-01-01T08:00:00+08:00 | 2014-12-31T08:00:00+08:00 |
31 | 2016-05-31T09:54:20+08:00 | Net Amount Invested from Ordinary & Special Account as at end of Quarter | Net amount invested from Ordinary & Special Account as at end of quarter.
Figures are rounded to the nearest hundred thousand dollars. | 2024-12-18T14:56:30+08:00 | quarterly | ['Central Provident Fund Board'] | Central Provident Fund Board | ['d_bb18bff3c728e36d62c43eb3462ed82a', 'd_bef94bacc90528cdd00ba0dca7ffbef4'] | 2006-01-01T08:00:00+08:00 | 2023-06-30T08:00:00+08:00 |
1,609 | 2016-07-10T00:54:29+08:00 | Overseas Visitors Survey Visitors' Profile Data - Frequency of Visit | Data on visitors’ profile are obtained mainly from the Overseas Visitors Survey. The annual survey covers a sample of about 26,000 visitors departing Singapore via air, sea and land checkpoints. Face-to-face interviews are conducted with visitors at the departure points throughout the year.
Methodology
The sample is selected based on a quarterly quota, which is set according to the actual visitor arrival statistics from the same quarter of the previous year. In addition, the data collected are weighted by country of residence, age group and length of stay, based on actual visitor arrival statistics compiled from the D/E cards. This ensures that the profile of visitors surveyed resembles the distribution of visitor arrivals in the total population.
| 2024-06-06T14:40:20+08:00 | annual | ['Singapore Tourism Board'] | Singapore Tourism Board | ['d_67f19ab02fb4e1d7449e16d4b35e9f4c'] | 2013-01-01T08:00:00+08:00 | 2014-12-31T08:00:00+08:00 |
150 | 2018-07-04T14:39:30+08:00 | HDB Property Information | HDB property information contains the location of existing HDB blocks, highest floor level, year of completion, type of building and number of HDB flats (breakdown by flat type) per block etc. | 2025-01-31T10:27:35+08:00 | quarterly | ['Housing & Development Board'] | Housing & Development Board | ['d_17f5382f26140b1fdae0ba2ef6239d2f'] | 1937-01-01T08:00:00+08:00 | 2023-06-30T08:00:00+08:00 |
518 | 2016-07-01T16:27:12+08:00 | Age-Standardised Mortality Rate for Ischaemic Heart Disease, Stroke and Cancer | Age-standardised mortality rates for Ischaemic Heart Disease, Stroke and Cancer | 2024-06-06T15:04:47+08:00 | annual | ['Ministry of Health'] | Ministry of Health | ['d_e3f0c53137e5ee11b6df121ec4987bb7', 'd_d97c49f8f6ae5c9102a5598766718340', 'd_75673c9d6c4efdcd08530b55e6003976'] | 1990-01-01T08:00:00+08:00 | 2019-12-31T08:00:00+08:00 |
1,369 | 2015-05-20T10:10:49+08:00 | Air Pollutant - Particulate Matter PM2.5 | Annual means for PM2.5 (µg/m3) are based on WHO Air Quality Guidelines (global update 2005). | 2025-02-18T13:52:04+08:00 | annual | ['National Environment Agency'] | National Environment Agency | ['d_397fe8de643aea9927bdee32e49307ff'] | 2002-01-01T08:00:00+08:00 | 2022-12-31T08:00:00+08:00 |
537 | 2016-03-02T15:58:31+08:00 | Live-Births By Ethnic Group Of Parent | Published in Report on Registration of Births and Deaths which aims to provide an overview on the annual changes in population, births and deaths.
| 2024-06-06T15:23:06+08:00 | annual | ['Immigration and Checkpoints Authority'] | Immigration and Checkpoints Authority | ['d_7b998114710b962723dda930e33f53a4'] | 2019-01-01T08:00:00+08:00 | 2021-12-31T08:00:00+08:00 |
1,361 | 2019-08-19T14:52:30+08:00 | Nanyang Polytechnic Student Enrolment, Annual | This dataset contains information on the student enrolment for Nanyang Polytechnic by semester. | 2024-06-06T14:32:04+08:00 | annual | ['Nanyang Polytechnic'] | Nanyang Polytechnic | ['d_3dc5d66f052a46887107c52aaaba7b33'] | 2013-01-01T08:00:00+08:00 | 2022-12-31T08:00:00+08:00 |
1,534 | 2017-05-25T14:47:47+08:00 | Drinking Water Quality | The quality of our drinking water is regulated by the Environmental Public Health (EPH) (Quality of Piped Drinking Water) Regulations 2008. The drinking water standards set out under the EPH Regulations were based on the WHO Guidelines for Drinking-water Quality. | 2024-06-06T15:08:11+08:00 | annual | ["PUB, Singapore's national water agency"] | PUB, Singapore's national water agency | ['d_f397c39929978d3047e0e32430c6763b'] | 2019-01-01T08:00:00+08:00 | 2022-12-31T08:00:00+08:00 |
1,712 | 2020-01-26T08:02:28+08:00 | Master Plan 2019 Monument Site layer | Indicative Monument site boundary layer. This layer is extracted from the Master Plan 2019 that was approved on 18 Nov 2019. For the latest Master Plan, please visit URA web site at https://www.ura.gov.sg/ | 2024-06-06T14:59:34+08:00 | other | ['Urban Redevelopment Authority'] | Urban Redevelopment Authority | ['d_c82fca3e765086f631a725cf2d21ee7b', 'd_2901b6d6ffe5c93679ab7bf04797b155'] | null | null |
78 | 2021-12-11T19:55:04+08:00 | Number of Electricity Accounts by Sub-sector (Total) | Shows the total number of electricity accounts by sub-sector, to the nearest tens | 2024-06-06T14:42:25+08:00 | annual | ['Energy Market Authority'] | Energy Market Authority | ['d_74c62b93a04692590dd427cdd5bc0998'] | 2005-01-01T08:00:00+08:00 | 2021-06-30T08:00:00+08:00 |
552 | 2016-04-06T13:22:37+08:00 | Number of Harbourers of Immigration Offenders arrested | This table presents the yearly breakdown on the number of harbourers of immigration offenders arrested from 2011 onwards | 2024-06-06T15:23:15+08:00 | annual | ['Immigration and Checkpoints Authority'] | Immigration and Checkpoints Authority | ['d_7f08577a6718ccec219f745037cc57a6'] | 2011-01-01T08:00:00+08:00 | 2021-12-31T08:00:00+08:00 |
1,405 | 2015-05-20T10:11:00+08:00 | Resource Conservation - Recycling Rate By Waste Type | Recycling rate (%) of waste (by type) generated & recycled per year | 2024-06-06T14:49:33+08:00 | annual | ['National Environment Agency'] | National Environment Agency | ['d_9740df787da2b59a0b5bd76a6c33453d'] | 2000-01-01T08:00:00+08:00 | 2015-12-31T08:00:00+08:00 |
2,116 | 2023-07-31T18:26:30+08:00 | Amendment to Master Plan 2019 Symbol Line layer | Gross Plot Ratio, Nature Reserve, National Park and Conservation Area demarcation line layer. This layer is extracted from the latest Master Plan 2019 which may be updated from time to time. For the latest Master Plan, please visit URA�s web site at https://www.ura.gov.sg/. | 2024-06-06T15:01:22+08:00 | ad-hoc | ['Urban Redevelopment Authority'] | Urban Redevelopment Authority | ['d_d1f75da15d366d767c991198647dce13', 'd_bc56c91528a8f56877aa2ffbcc828269'] | null | null |
2,112 | 2023-07-31T18:21:25+08:00 | Amendment to MP2014 Conservation Area Text | Annotation of Conservation Area Text | 2024-06-06T14:55:13+08:00 | ad-hoc | ['Urban Redevelopment Authority'] | Urban Redevelopment Authority | ['d_103d944e0510a26382872dead994b667', 'd_b2df562151b5fa5e7e550bcad813ba58'] | null | null |
1,365 | 2015-05-20T10:10:47+08:00 | Air Pollutant - Carbon Monoxide (Maximum 8-Hour Mean) | Annual maximum 8-hr means for carbon monoxide (mg/m3) are based on WHO Air Quality Guidelines (for Europe, 2000). | 2025-02-18T16:41:48+08:00 | annual | ['National Environment Agency'] | National Environment Agency | ['d_fdf8b7d640136ddd3bf461abf33d9b40'] | 2000-01-01T08:00:00+08:00 | 2021-12-31T08:00:00+08:00 |
1,763 | 2017-06-14T16:17:19+08:00 | MP08 Mapsheet Monument Text | Annotation of Monument Number. | 2024-06-06T15:01:01+08:00 | ad-hoc | ['Urban Redevelopment Authority'] | Urban Redevelopment Authority | ['d_cfcb8d1cfb225c9b4c0bb7fb3e0c8472', 'd_b2562a1a4ab56f16be0767e09449f21b'] | null | null |
1,553 | 2018-06-26T17:06:42+08:00 | Republic Polytechnic Full-time Diploma Courses 2016 | List of RP Full-time Diploma Courses 2016 | 2024-06-06T14:23:12+08:00 | annual | ['Republic Polytechnic'] | Republic Polytechnic | ['d_0dace77327a4a3afd67e9785f15a2b06'] | 2016-01-01T08:00:00+08:00 | 2016-12-31T08:00:00+08:00 |
1,379 | 2020-03-31T16:26:26+08:00 | Historical 1-hr PM2.5 | Historical regional 1-hr PM2.5 value measured in µg/m3 | 2025-02-20T10:36:30+08:00 | other | ['National Environment Agency'] | National Environment Agency | ['d_6c0d5fc34838b12472475fdb73c0af29'] | 2014-04-01T08:00:00+08:00 | 2020-12-31T08:00:00+08:00 |
174 | 2016-06-27T18:19:10+08:00 | Sample Household Survey: HDB Resident Population and Growth Rate | Data is derived from the Sample Household Survey (SHS) which is conducted once every 5 years. Data is rounded off to the nearest 1,000.
HDB resident population refers to Singapore citizens and Singapore permanent residents (SPRs) residing in HDB flats, excluding subtenants. | 2024-06-06T14:42:19+08:00 | other | ['Housing & Development Board'] | Housing & Development Board | ['d_6961d4bc056dadcca47e23127a3ac174', 'd_740bc018cfe20d3d6f6c53fe6a69fa6b'] | 1987-01-01T08:00:00+08:00 | 2018-12-31T08:00:00+08:00 |
2,114 | 2023-07-31T18:23:18+08:00 | Amendment to MP2014 Rail Station | Indicative outline of the MRT, LRT stations. | 2024-06-06T14:54:25+08:00 | ad-hoc | ['Urban Redevelopment Authority'] | Urban Redevelopment Authority | ['d_af90df38d609c426c73bc9acea366786', 'd_0a39b2bbb83a5b0efc50a71ca7a19e7f'] | null | null |
232 | 2016-06-28T20:25:24+08:00 | Weekly Time Spent on Media Activities | Data extracted from the IMDA Media Consumer Experience Study, an annual survey conducted by IMDA , which aims to provide insights into Singapore Citizens and PRs' media consumption habits.
For more information, please visit:
https://www.imda.gov.sg/industry-development/facts-and-figures/media-consumer-experience-study | 2024-06-06T14:42:15+08:00 | annual | ['Info-communications Media Development Authority'] | Info-communications Media Development Authority | ['d_73b33e1ddffcfad04b8ca4d3ded59440'] | 2011-01-01T08:00:00+08:00 | 2015-12-31T08:00:00+08:00 |
605 | 2016-03-29T19:23:41+08:00 | Recidivism Rate | Recidivism rate is defined as the percentage of local offenders under the custody of the Singapore Prison Service, who were subsequently detained or sentenced to imprisonment or day reporting order within two years of release into the community. This definition has been applied to the 2018 release cohort onwards. | 2024-06-06T14:44:44+08:00 | annual | ['Singapore Prison Service'] | Singapore Prison Service | ['d_7f7de77c2e375288eb25690297c327ea'] | 2005-01-01T08:00:00+08:00 | 2020-12-31T08:00:00+08:00 |
18 | 2015-05-20T10:11:22+08:00 | Green Mark Buildings | To indicate Green Mark Building with the corresponding award. | 2024-06-06T15:02:48+08:00 | ad-hoc | ['Building And Construction Authority'] | Building and Construction Authority | ['d_da116ef216e3fb501846e1c9faf7e683', 'd_a2c77971f89af6be9e3f034a7a7c6a85'] | null | null |
200 | 2016-04-12T16:51:58+08:00 | Domestic Revenue of Infocomm Industry by Market Segment | The annual survey on Infocomm Industry is carried out by the Research and Statistics Unit of the Infocomm Development Authority of Singapore since 1999. This survey is conducted under the Statistics Act (Chapter 317) which empowers the Director of the Research and Statistics Unit to collect data on the infocomm activities in Singapore. The Act also guarantees the confidentiality of individual information obtained from the survey.
__Methodology__
The Survey covered a representative sample of infocomm establishments which was selected from the establishment sampling frame maintained by the Singapore Department of Statistics (DOS).
__Notes on Data__
Data for the period of 2008 to 2012 were restated to include other resellers/ OEMs revenue in domestic and overall infocomm revenue.
Past years’ data are included for comparison purposes where appropriate. Due to rounding, the sum of the individual parts may not add up to the total or 100%.
| 2024-06-06T14:23:43+08:00 | annual | ['Info-communications Media Development Authority'] | Info-communications Media Development Authority | ['d_10d4d47880aea3ed1a677438de9a40bd'] | 2001-01-01T08:00:00+08:00 | 2017-12-31T08:00:00+08:00 |
362 | 2017-06-14T17:04:35+08:00 | LTA Bicycle Rack | Data display the location, counts and type of bicycle parking at RTS Stations | 2024-06-06T14:51:29+08:00 | annual | ['Land Transport Authority'] | Land Transport Authority | ['d_a11d0ef57497cdd754da27db2e1a1ec6', 'd_937424cca6d1617288a82a7aeb89f76d'] | null | null |
1,715 | 2020-01-25T08:03:16+08:00 | Master Plan 2019 Rail Station layer | Indicative MRT and LRT station outline layer. This layer is extracted from the Master Plan 2019 that was approved on 18 Nov 2019. For the latest Master Plan, please visit URA web site at https://www.ura.gov.sg/ | 2024-06-06T14:47:31+08:00 | other | ['Urban Redevelopment Authority'] | Urban Redevelopment Authority | ['d_8d886e3a83934d7447acdf5bc6959999', 'd_38231948814802f2f4368d95c6fdf571'] | null | null |
320 | 2016-04-28T11:28:50+08:00 | Annual New Registrations of Cars by Make | All cars newly registered by make within the report period.
| 2024-06-06T14:29:41+08:00 | annual | ['Land Transport Authority'] | Land Transport Authority | ['d_2fcb043ef09016ae757bc396cd8f5027'] | 2005-01-01T08:00:00+08:00 | 2017-12-31T08:00:00+08:00 |
1,454 | 2015-09-24T10:40:51+08:00 | Waste Treatment | Location of Toxic Industrial Wastes Treatment and Disposal Facilities | 2024-06-06T14:55:32+08:00 | half_year | ['National Environment Agency'] | National Environment Agency | ['d_b494a1190d9968608705f4fdd66a7fbf', 'd_7490acdafe26728158cfc25c6f806b5a'] | null | null |
1,668 | 2018-11-07T19:17:11+08:00 | URA Site With Conserved Building | Indicative polygon for Site with Conserved Building | 2024-06-06T14:57:03+08:00 | other | ['Urban Redevelopment Authority'] | Urban Redevelopment Authority | ['d_bb9f31e0d98c6e1633b4b642f15ec3a6', 'd_4d210863090143682eca22c7a94e067d'] | null | null |
682 | 2016-03-23T16:27:41+08:00 | Average Monthly Recruitment/Resignation Rates by Industry and Occupational Group, Annual | Source: Labour Market Survey, Manpower Research & Statistics Department, MOM
The average monthly recruitment/resignation rate during a quarter is defined as the average number of persons recruited/resigned in a month during the quarter divided by the average number of employees in the establishment. Annual figures are the simple averages of the quarterly figures.
Before 2006, the Labour Market Survey covers private sector establishments each with at least 25 employees. From 2006 onwards, the survey also covers the public sector.
Data are rounded to one decimal place. | 2024-06-06T15:28:20+08:00 | annual | ['Ministry of Manpower'] | Ministry of Manpower | ['d_e6aeec36ef233579b42fa4a53d6b68cb', 'd_c4187dfdcf388dd3f9f3502da6b38cc8', 'd_236436f8bdb9bbac677c4e5637c6430e', 'd_c586be602b0fc011118d64fe1935b793'] | 1998-01-01T08:00:00+08:00 | 2022-12-31T08:00:00+08:00 |
517 | 2017-11-14T14:42:40+08:00 | Visits to Public Sector Dental Clinics | Visits to Public Sector Dental Clinics (Overall) | 2024-06-06T14:58:12+08:00 | annual | ['Ministry of Health'] | Ministry of Health | ['d_c0ff8cbc81269377e8b698a3590b2f89', 'd_1f13195bc2a16584c52bd8bec993b5e3'] | 2009-01-01T08:00:00+08:00 | 2017-12-31T08:00:00+08:00 |
618 | 2017-08-29T23:43:32+08:00 | Number of compulsory winding up cases | Number of compulsory winding up cases (where either the Official Receiver or a private liquidator is appointed as the liquidator) per year | 2024-06-06T14:38:49+08:00 | annual | ['Ministry of Law'] | Ministry of Law | ['d_5fa01efe9171c5b300f3c44c07abb3b2'] | 2000-01-01T08:00:00+08:00 | 2015-12-31T08:00:00+08:00 |
1,801 | 2017-06-14T16:15:11+08:00 | MP14 SDCP PW PLAN - Park Connector Line | Indicative line representing alignment of Park Connectors | 2024-06-06T14:46:41+08:00 | ad-hoc | ['Urban Redevelopment Authority'] | Urban Redevelopment Authority | ['d_89899f41c73fbf3457c2544c700a3869', 'd_3e05e4b07798d35ec9f1a9ac8f73c2fe'] | null | null |
496 | 2016-07-10T21:18:19+08:00 | Number of Opticians and Optometrists | Number of Opticians and Optometrists (Public, Private, Not in Active Practice).
Optometrists and Opticians were officially registered with the enactment of Optometrists and Opticians Act in 2008. | 2024-06-06T14:29:54+08:00 | annual | ['Ministry of Health'] | Ministry of Health | ['d_311d47ba147e37d45dc9c89e05ca726c'] | 2008-01-01T08:00:00+08:00 | 2022-12-31T08:00:00+08:00 |
101 | 2018-08-23T10:57:25+08:00 | Age-standardised incidence rate of the top three cancers by gender and 5-year period | The table/figure shows the age-standardised incidence rate (per 100,000 population) of the top three cancers among men and women in Singapore.
The rates are expressed as per 100,000 residential population and standardised to the Segi World Population.
The numbers will be updated annually due to ongoing retrospective case collection.
| 2024-06-06T14:59:39+08:00 | annual | ['Health Promotion Board'] | Health Promotion Board | ['d_c8f6e2c1ac21eb0d87c23cd1b4e02715'] | 1976-01-01T08:00:00+08:00 | 2015-12-31T08:00:00+08:00 |
484 | 2016-07-05T14:34:53+08:00 | Number of Policyholders for ElderShield, Annual | Number of ElderShield Policyholders, Number of ElderShield Policyholders with Supplements | 2024-06-06T14:41:25+08:00 | annual | ['Ministry of Health'] | Ministry of Health | ['d_6df6086af759a419ea8140f4b057eb0d'] | 2006-01-01T08:00:00+08:00 | 2021-12-31T08:00:00+08:00 |
666 | 2016-05-26T16:20:41+08:00 | Industrial Arbitration Court Awards by Nature of Trade Disputes | Awards and Orders made by the Court.
An Industrial Arbitration Court (IAC) Award refers to an award made by the IAC, and includes a collective agreement and a memorandum of the terms which have been certified by the President of the IAC in accordance with the provision of the Industrial Relations Act. Trade dispute refers to any dispute between and among workers and employers relating to employment, non-employment, terms of employment or conditions of work. | 2024-06-06T14:54:31+08:00 | annual | ['Industrial Arbitration Court'] | Ministry of Manpower | ['d_31f849c405eed919e41c29b234a5e7ad', 'd_aff8ffc6a2caeefec867169035d8d10a'] | 2005-01-01T08:00:00+08:00 | 2018-12-31T08:00:00+08:00 |
641 | 2016-04-14T10:36:39+08:00 | Resident Labour Force Participation Rate by Age and Sex | * Data are for mid-year.
* Residents refer to Singapore Citizens and Permanent Residents.
* Labour force participation rate by age and sex is defined as the percentage of persons in the labour force to the population in the specific sex and age group.
* 2007 data have been adjusted based on latest revised population estimates from the Singapore Department of Statistics to facilitate comparisons with 2008 onwards.
Source: Comprehensive Labour Force Survey, Manpower Research & Statistics Department, MOM | 2024-07-15T17:53:40+08:00 | annual | ['Ministry of Manpower'] | Ministry of Manpower | ['d_af9f1e42060e313857e0497301df9bba'] | 1991-01-01T08:00:00+08:00 | 2022-12-31T08:00:00+08:00 |
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Dataset list for the following publicly accessible APIs from data.gov.sg
- Collections API
- Dataset API
Information pulled as at 2025.03.05
References
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