Registered Health Personnel (End Of Period), Annual

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Data explorer

RegisteredHealthPersonnelEndOfPeriodAnnual.csv (70 rows, 27.1 KB)

Data Series Text	1984 Text	1983 Text	1982 Text	1981 Text	1980 Text	1979 Text	1978 Text	1977 Text	1976 Text	1975 Text	1974 Text	1973 Text	1972 Text	1971 Text	1970 Text	1969 Text	1968 Text	1967 Text	1966 Text	1965 Text	1964 Text	1963 Text	1962 Text	1961 Text	1960 Text	2023 Numeric	2022 Numeric	2021 Numeric	2020 Numeric	2019 Numeric	2018 Numeric	2017 Numeric	2016 Numeric	2015 Numeric	2014 Numeric	2013 Text	2012 Text	2011 Text	2010 Text	2009 Text	2008 Text	2007 Text	2006 Text	2005 Text	2004 Text	2003 Text	2002 Text	2001 Text	2000 Text	1999 Text	1998 Text	1997 Text	1996 Text	1995 Text	1994 Text	1993 Text	1992 Text	1991 Text	1990 Text	1989 Text	1988 Text	1987 Text	1986 Text	1985 Text
(Null)0.0%	(Null)75.7%	(Null)75.7%	(Null)75.7%	(Null)75.7%	(Null)82.9% 581.4% 1611.4% 1851.4% 2581.4%	(Null)82.9% 621.4% 1571.4% 1891.4% 2641.4%	(Null)82.9% 601.4% 1541.4% 1691.4% 1891.4%	(Null)82.9% 641.4% 1331.4% 1681.4% 1961.4%	(Null)82.9% 601.4% 1311.4% 1341.4% 1391.4%	(Null)82.9% 611.4% 1021.4% 1221.4% 1301.4%	(Null)82.9% 601.4% 901.4% 1161.4% 1311.4%	(Null)91.4% 601.4% 1301.4% 2311.4% 2951.4%	(Null)91.4% 551.4% 1061.4% 2181.4% 3021.4%	(Null)91.4% 531.4% 1111.4% 2201.4% 2951.4%	(Null)91.4% 471.4% 1021.4% 1981.4% 2961.4%	(Null)91.4% 461.4% 961.4% 1821.4% 2951.4%	(Null)91.4% 461.4% 901.4% 1601.4% 2691.4%	(Null)91.4% 461.4% 951.4% 1241.4% 2711.4%	(Null)91.4% 411.4% 831.4% 1071.4% 2611.4%	(Null)91.4% 371.4% 751.4% 891.4% 2671.4%	(Null)91.4% 321.4% 691.4% 731.4% 2651.4%	(Null)91.4% 291.4% 621.4% 711.4% 2681.4%	(Null)91.4% 291.4% 571.4% 721.4% 2681.4%	(Null)91.4% 291.4% 551.4% 701.4% 2671.4%	(Null)91.4% 231.4% 531.4% 721.4% 2721.4%	(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)17.1%	(Null)17.1%	(Null)17.1%	(Null)17.1%	(Null)17.1%	(Null)17.1%	(Null)57.1%	(Null)57.1%	(Null)57.1%	(Null)60.0%	(Null)65.7%	(Null)65.7%	(Null)68.6%	(Null)68.6%	(Null)68.6%	(Null)68.6%	(Null)68.6%	(Null)68.6%	(Null)68.6%	(Null)68.6%	(Null)68.6%	(Null)68.6%	(Null)68.6%	(Null)68.6%	(Null)68.6%	(Null)68.6%	(Null)70.0%	(Null)70.0%	(Null)70.0%
Doctors	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	16753	16009	15423	14823	14279	13766	13386	12967	12459	11733	10953	10225	9646	9030	8323	7841	7384	6931	6748	6492	6292	6029	5922	5577	5325	5148	4912	4661	4495	4301	4146	3962	3779	3573	3397	3162	2939	2781	2631
Doctors - Public	1109	1047	1001	914	855	806	826	752	740	775	774	706	584	590	496	604	502	510	454	450	426	404	332	308	282	10586	10146	9921	9603	9105	8819	8573	8358	7909	7330	6661	6131	5621	5180	4610	4297	3911	3505	3265	3142	3044	2907	2794	2586	2535	2416	2312	2177	2124	2051	2013	1985	1971	1831	1720	1551	1420	1337	1214
Doctors - Non-Public	1294	1249	1143	1108	1121	1045	1035	1095	965	847	812	859	893	930	867	726	657	589	535	469	463	394	390	359	358	4869	4682	4524	4418	4364	4225	4107	3979	3914	3790	3678	3515	3449	3310	3123	3051	3004	2966	2961	2845	2863	2936	2925	2809	2606	2489	2380	2302	2194	2082	1967	1813	1677	1593	1538	1496	1413	1348	1307
Doctors - Not In Active Practice	101	65	81	69	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	1298	1181	978	802	810	722	706	630	636	613	614	579	576	540	590	493	469	460	522	505	385	186	203	182	184	243	220	182	177	168	166	164	131	149	139	115	106	96	110
Specialists Doctors	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	6956	6699	6431	6088	5881	5615	5338	5047	4788	4485	4124	3867	3635	3374	3180	2962	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na
Specialists Doctors - Public	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	4599	4474	4310	4095	3911	3741	3523	3299	3052	2829	2511	2342	2165	1996	1855	1723	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na
Specialists Doctors - Non-Public	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	1882	1800	1733	1675	1635	1565	1528	1485	1470	1411	1351	1293	1229	1151	1082	1046	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na
Specialists Doctors - Not In Active Practice	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	475	425	388	318	335	309	287	263	266	245	262	232	241	227	243	193	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na
Non-Specialists Doctors	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	9797	9310	8992	8735	8398	8151	8048	7920	7671	7248	6829	6358	6011	5656	5143	4879	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na
Non-Specialists Doctors - Public	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	5987	5672	5611	5508	5194	5078	5050	5059	4857	4501	4150	3789	3456	3184	2755	2574	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na	na

Column legend

Title	Column name	Data type	Unit of measure	Description
Data Series	DataSeries	Text	Number	-
1984	1984	Text	Number	-
1983	1983	Text	Number	-
1982	1982	Text	Number	-
1981	1981	Text	Number	-
1980	1980	Text	Number	-
1979	1979	Text	Number	-
1978	1978	Text	Number	-
1977	1977	Text	Number	-
1976	1976	Text	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_bee760a2966a2e30c29b7eedb662b912"
url = "https://data.gov.sg/api/action/datastore_search?resource_id="  + dataset_id 
        
response = requests.get(url)
print(response.json())

Data explorer

RegisteredHealthPersonnelEndOfPeriodAnnual.csv (70 rows, 27.1 KB)

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Sample OpenAPI query

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