Resident Working Persons Aged 15 Years and Over Who Changed Job During Last 2 Years by Current Industry, Previous Industry and Age Group (Census of Population 2000)

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Data explorer

ResidentWorkingPersonsAged15YearsandOverWhoChangedJobDuringLast2YearsbyCurrentIndustryPreviousIndustryandAgeGroupCensusofPopulation2000.csv (12 rows, 10.6 KB)

Number Text	(Total) Total Numeric	[Total] (Previous Industry) Goods Producing Industries- Total Numeric	[Total] (Previous Industry) Goods Producing Industries- Manufacturing Numeric	[Total] (Previous Industry) Goods Producing Industries- Construction Numeric	[Total] (Previous Industry) Goods Producing Industries- Other Goods Industries* Numeric	[Total] (Previous Industry) Services Producing Industries- Total Numeric	[Total] (Previous Industry) Services Producing Industries- Wholesale & Retail Trade Numeric	[Total] (Previous Industry) Services Producing Industries- Hotels & Restaurants Numeric	[Total] (Previous Industry) Services Producing Industries- Transport & Communications Numeric	[Total] (Previous Industry) Services Producing Industries- Financial Services Numeric	[Total] (Previous Industry) Services Producing Industries- Business Services Numeric	[Total] (Previous Industry) Services Producing Industries- Other Services Industries Numeric	(15 - 24 Years) Total Numeric	[15 - 24 Years] (Previous Industry) Goods Producing Industries- Total Numeric	[15 - 24 Years] (Previous Industry) Goods Producing Industries- Manufacturing Numeric	[15 - 24 Years] (Previous Industry) Goods Producing Industries- Construction Text	[15 - 24 Years] (Previous Industry) Goods Producing Industries- Other Goods Industries* Text	[15 - 24 Years] (Previous Industry) Services Producing Industries- Total Numeric	[15 - 24 Years] (Previous Industry) Services Producing Industries- Wholesale & Retail Trade Numeric	[15 - 24 Years] (Previous Industry) Services Producing Industries- Hotels & Restaurants Numeric	[15 - 24 Years] (Previous Industry) Services Producing Industries- Transport & Communications Numeric	[15 - 24 Years] (Previous Industry) Services Producing Industries- Financial Services Numeric	[15 - 24 Years] (Previous Industry) Services Producing Industries- Business Services Numeric	[15 - 24 Years] (Previous Industry) Services Producing Industries- Other Services Industries Numeric	(25 - 34 Years) Total Numeric	[25 - 34 Years] (Previous Industry) Goods Producing Industries- Total Numeric	[25 - 34 Years] (Previous Industry) Goods Producing Industries- Manufacturing Numeric	[25 - 34 Years] (Previous Industry) Goods Producing Industries- Construction Numeric	[25 - 34 Years] (Previous Industry) Goods Producing Industries- Other Goods Industries* Numeric	[25 - 34 Years] (Previous Industry) Services Producing Industries- Total Numeric	[25 - 34 Years] (Previous Industry) Services Producing Industries- Wholesale & Retail Trade Numeric	[25 - 34 Years] (Previous Industry) Services Producing Industries- Hotels & Restaurants Numeric	[25 - 34 Years] (Previous Industry) Services Producing Industries- Transport & Communications Numeric	[25 - 34 Years] (Previous Industry) Services Producing Industries- Financial Services Numeric	[25 - 34 Years] (Previous Industry) Services Producing Industries- Business Services Numeric	[25 - 34 Years] (Previous Industry) Services Producing Industries- Other Services Industries Numeric	(35 - 44 Years) Total Numeric	[35 - 44 Years] (Previous Industry) Goods Producing Industries- Total Numeric	[35 - 44 Years] (Previous Industry) Goods Producing Industries- Manufacturing Numeric	[35 - 44 Years] (Previous Industry) Goods Producing Industries- Construction Numeric	[35 - 44 Years] (Previous Industry) Goods Producing Industries- Other Goods Industries* Numeric	[35 - 44 Years] (Previous Industry) Services Producing Industries- Total Numeric	[35 - 44 Years] (Previous Industry) Services Producing Industries- Wholesale & Retail Trade Numeric	[35 - 44 Years] (Previous Industry) Services Producing Industries- Hotels & Restaurants Numeric	[35 - 44 Years] (Previous Industry) Services Producing Industries- Transport & Communications Numeric	[35 - 44 Years] (Previous Industry) Services Producing Industries- Financial Services Numeric	[35 - 44 Years] (Previous Industry) Services Producing Industries- Business Services Numeric	[35 - 44 Years] (Previous Industry) Services Producing Industries- Other Services Industries Numeric	(45 - 54 Years) Total Numeric	[45 - 54 Years] (Previous Industry) Goods Producing Industries- Total Numeric	[45 - 54 Years] (Previous Industry) Goods Producing Industries- Manufacturing Numeric	[45 - 54 Years] (Previous Industry) Goods Producing Industries- Construction Numeric	[45 - 54 Years] (Previous Industry) Goods Producing Industries- Other Goods Industries* Numeric	[45 - 54 Years] (Previous Industry) Services Producing Industries- Total Numeric	[45 - 54 Years] (Previous Industry) Services Producing Industries- Wholesale & Retail Trade Numeric	[45 - 54 Years] (Previous Industry) Services Producing Industries- Hotels & Restaurants Numeric	[45 - 54 Years] (Previous Industry) Services Producing Industries- Transport & Communications Numeric	[45 - 54 Years] (Previous Industry) Services Producing Industries- Financial Services Text	[45 - 54 Years] (Previous Industry) Services Producing Industries- Business Services Numeric	[45 - 54 Years] (Previous Industry) Services Producing Industries- Other Services Industries Numeric	(55 Years & Over) Total Numeric	[55 Years & Over] (Previous Industry) Goods Producing Industries- Total Numeric	[55 Years & Over] (Previous Industry) Goods Producing Industries- Manufacturing Numeric	[55 Years & Over] (Previous Industry) Goods Producing Industries- Construction Text	[55 Years & Over] (Previous Industry) Goods Producing Industries- Other Goods Industries* Numeric	[55 Years & Over] (Previous Industry) Services Producing Industries- Total Numeric	[55 Years & Over] (Previous Industry) Services Producing Industries- Wholesale & Retail Trade Numeric	[55 Years & Over] (Previous Industry) Services Producing Industries- Hotels & Restaurants Numeric	[55 Years & Over] (Previous Industry) Services Producing Industries- Transport & Communications Numeric	[55 Years & Over] (Previous Industry) Services Producing Industries- Financial Services Text	[55 Years & Over] (Previous Industry) Services Producing Industries- Business Services Numeric	[55 Years & Over] (Previous Industry) Services Producing Industries- Other Services Industries Numeric
(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)8.3%	(Null)33.3%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)8.3%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)8.3%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)0.0%	(Null)16.7%	(Null)0.0%	(Null)0.0%
Total	309494	92090	68894	21885	1311	217405	57211	22785	30532	19418	48232	39227	36024	6195	4958	1153	84	29829	7557	3962	3419	2647	5232	7012	130542	37408	28420	8556	432	93134	24251	6068	12209	9798	24273	16536	87766	30890	22620	7890	380	56875	16245	6176	9127	5028	11776	8523	43665	14860	10941	3635	285	28805	7473	4746	4554	1592	5044	5395	11498	2736	1955	650	131	8762	1685	1833	1223	353	1907	1761
Goods Producing Industries	79781	47894	35023	12453	418	31887	11147	2319	4435	1581	7707	4700	6334	2459	1970	490	na	3875	1107	331	416	214	737	1070	34730	19851	14910	4808	133	14879	5249	804	1894	819	4090	2022	25999	17263	12341	4764	158	8736	3339	641	1320	370	2020	1046	10914	7214	5048	2068	98	3700	1238	428	706	163	715	449	1805	1106	754	323	29	698	214	115	98	14	144	113
Manufacturing	58842	34807	31961	2717	129	24035	8879	1823	3098	1269	5365	3602	5030	1974	1817	157	na	3056	941	257	313	168	551	825	26400	14827	13663	1099	65	11572	4218	648	1426	664	3014	1602	18392	12141	11218	884	39	6251	2558	461	881	283	1287	781	7779	5124	4592	516	17	2654	991	360	428	139	422	314	1241	740	671	60	10	501	170	96	50	14	91	79
Construction	19685	12582	2816	9650	116	7103	2033	434	1205	272	2179	981	1188	471	139	332	na	717	147	64	83	35	172	216	7844	4857	1147	3684	26	2987	908	151	435	136	992	365	7219	4950	1048	3849	52	2270	722	146	384	77	695	246	2943	1967	408	1525	34	976	223	63	264	24	272	130	491	337	74	259	5	154	34	10	38	na	48	24
Other Goods Industries*	1254	505	246	86	173	750	235	62	132	40	163	117	117	14	14	na	na	102	19	10	19	11	14	29	486	166	100	24	43	320	123	5	34	19	84	55	388	172	74	31	67	215	59	34	55	10	39	19	192	122	48	26	48	69	24	5	14	na	21	5	72	29	10	5	14	43	10	10	10	na	5	10
Services Producing Industries	229713	44196	33871	9432	893	185517	46064	20466	26097	17837	40525	34527	29690	3736	2988	664	84	25955	6450	3631	3003	2433	4496	5942	95812	17557	13509	3748	299	78255	19001	5264	10315	8978	20183	14514	61767	13627	10280	3126	222	48140	12906	5535	7807	4658	9756	7477	32751	7646	5893	1568	186	25105	6235	4319	3847	1429	4328	4946	9693	1630	1201	327	102	8063	1471	1717	1125	338	1763	1649
Wholesale & Retail Trade	57775	13930	11186	2552	192	43845	24384	2858	4614	2019	5464	4507	7346	1148	958	166	24	6198	2808	650	635	353	655	1098	24370	5771	4580	1121	70	18599	10227	910	1846	956	2778	1882	16669	4574	3670	842	62	12095	7339	711	1347	502	1349	846	7676	2114	1708	375	31	5562	3286	465	587	154	521	548	1714	323	271	47	5	1391	723	122	199	54	161	132
Hotels & Restaurants	21283	3399	2687	676	36	17884	2422	10839	1122	307	1176	2018	2358	212	168	38	5	2147	358	1036	95	87	137	434	5297	707	549	151	7	4590	706	2532	320	69	401	561	6269	1192	917	261	14	5076	670	3252	315	77	285	478	5404	1022	849	168	5	4382	494	2853	309	58	240	428	1955	266	204	58	5	1689	194	1165	84	16	112	117
Transport & Communications	35486	6909	5144	1628	137	28577	5502	1457	12929	1370	4082	3237	4230	492	401	86	5	3738	824	325	1037	315	516	722	13812	2372	1857	470	45	11440	2076	438	4865	635	2114	1312	10963	2536	1802	686	48	8427	1613	432	4483	270	957	672	5362	1282	924	333	24	4081	874	210	2073	122	401	401	1118	227	160	53	14	891	115	53	470	29	93	130
Financial Services	17470	1578	1226	286	67	15891	1610	423	863	8584	2771	1641	2164	180	139	32	10	1984	305	105	179	686	356	353	9499	883	693	161	29	8616	746	192	464	4616	1685	914	4345	309	254	50	5	4036	443	98	162	2585	513	235	1202	182	130	43	10	1019	92	24	38	585	189	91	260	23	10	na	14	236	24	5	19	111	29	48

Column legend

Title	Column name	Data type	Unit of measure	Description
Number	Number	Text	Number	-
(Total) Total	Total_Total	Numeric	Number	-
[Total] (Previous Industry) Goods Producing Industries- Total	Total_PreviousIndustry_GoodsProducingIndustries_Total	Numeric	Number	-
[Total] (Previous Industry) Goods Producing Industries- Manufacturing	Total_PreviousIndustry_GoodsProducingIndustries_Manufacturing	Numeric	Number	-
[Total] (Previous Industry) Goods Producing Industries- Construction	Total_PreviousIndustry_GoodsProducingIndustries_Construction	Numeric	Number	-
[Total] (Previous Industry) Goods Producing Industries- Other Goods Industries*	Total_PreviousIndustry_GoodsProducingIndustries_OtherGoodsIndustries	Numeric	Number	-
[Total] (Previous Industry) Services Producing Industries- Total	Total_PreviousIndustry_ServicesProducingIndustries_Total	Numeric	Number	-
[Total] (Previous Industry) Services Producing Industries- Wholesale & Retail Trade	Total_PreviousIndustry_ServicesProducingIndustries_WholesaleandRetailTrade	Numeric	Number	-
[Total] (Previous Industry) Services Producing Industries- Hotels & Restaurants	Total_PreviousIndustry_ServicesProducingIndustries_HotelsandRestaurants	Numeric	Number	-
[Total] (Previous Industry) Services Producing Industries- Transport & Communications	Total_PreviousIndustry_ServicesProducingIndustries_TransportandCommunications	Numeric	Number	-

Sample OpenAPI query

This code can be used to test a sample API query. It retrieves the data catalogue of this dataset. For a complete guide on query parameters and syntax, please refer to the API documentation. Try it out on your browser to see the response schema.

import requests
          
dataset_id = "d_47a2c8b6f36f2eb5ff2f0b180c5c3631"
url = "https://data.gov.sg/api/action/datastore_search?resource_id="  + dataset_id 
        
response = requests.get(url)
print(response.json())

Citation

This dataset can be reused and cited in research publications.

Singapore Department of Statistics. (2024). Resident Working Persons Aged 15 Years and Over Who Changed Job During Last 2 Years by Current Industry, Previous Industry and Age Group (Census of Population 2000) (2026) [Dataset]. data.gov.sg. Retrieved July 5, 2026 from https://data.gov.sg/datasets/d_47a2c8b6f36f2eb5ff2f0b180c5c3631/view

Data explorer

ResidentWorkingPersonsAged15YearsandOverWhoChangedJobDuringLast2YearsbyCurrentIndustryPreviousIndustryandAgeGroupCensusofPopulation2000.csv (12 rows, 10.6 KB)

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Sample OpenAPI query

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