Business Expectations Of The Manufacturing Sector - Forecast By Industry, Quarterly
Updated 3 months ago
SINGSTAT (Singapore Department of Statistics)Source: ECONOMIC DEVELOPMENT BOARD
Data Last Updated: 31/07/2024
Update Frequency: Quarterly
Footnotes: A plus sign indicates a positive balance or net upward trend and a minus sign denotes a negative balance or net downward trend. From 2005, investment on buildings and plant & machinery data is only available annually at 2nd quarter.
Adapted from: https://tablebuilder.singstat.gov.sg/table/TS/M250141
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BusinessExpectationsOfTheManufacturingSectorForecastByIndustryQuarterly.csv (350 rows, 381.7 KB)
Data Series Text | 2024 2Q Text | 2024 1Q Numeric | 2023 4Q Text | 2023 3Q Text | 2023 2Q Text | 2023 1Q Numeric | 2022 4Q Text | 2022 3Q Text | 2022 2Q Text | 2022 1Q Numeric | 2021 4Q Text | 2021 3Q Text | 2021 2Q Text | 2021 1Q Numeric | 2020 4Q Text | 2020 3Q Text | 2020 2Q Text | 2020 1Q Numeric | 2019 4Q Text | 2019 3Q Text | 2019 2Q Text | 2019 1Q Numeric | 2018 4Q Text | 2018 3Q Text | 2018 2Q Text | 2018 1Q Text | 2017 4Q Text | 2017 3Q Text | 2017 2Q Text | 2017 1Q Text | 2016 4Q Text | 2016 3Q Text | 2016 2Q Text | 2016 1Q Text | 2015 4Q Text | 2015 3Q Text | 2015 2Q Text | 2015 1Q Text | 2014 4Q Text | 2014 3Q Text | 2014 2Q Text | 2014 1Q Text | 2013 4Q Text | 2013 3Q Text | 2013 2Q Text | 2013 1Q Text | 2012 4Q Text | 2012 3Q Text | 2012 2Q Text | 2012 1Q Text | 2011 4Q Text | 2011 3Q Text | 2011 2Q Text | 2011 1Q Text | 2010 4Q Text | 2010 3Q Text | 2010 2Q Text | 2010 1Q Text | 2009 4Q Text | 2009 3Q Text | 2009 2Q Text | 2009 1Q Text | 2008 4Q Text | 2008 3Q Text | 2008 2Q Text | 2008 1Q Text | 2007 4Q Text | 2007 3Q Text | 2007 2Q Text | 2007 1Q Text | 2006 4Q Text | 2006 3Q Text | 2006 2Q Text | 2006 1Q Text | 2005 4Q Text | 2005 3Q Text | 2005 2Q Text | 2005 1Q Text | 2004 4Q Text | 2004 3Q Text | 2004 2Q Text | 2004 1Q Text | 2003 4Q Text | 2003 3Q Text | 2003 2Q Text | 2003 1Q Text | 2002 4Q Text | 2002 3Q Text | 2002 2Q Text | 2002 1Q Text | 2001 4Q Text | 2001 3Q Text | 2001 2Q Text | 2001 1Q Text | 2000 4Q Text | 2000 3Q Text | 2000 2Q Text | 2000 1Q Text | 1999 4Q Text | 1999 3Q Text | 1999 2Q Text | 1999 1Q Text | 1998 4Q Text | 1998 3Q Text | 1998 2Q Text | 1998 1Q Text | 1997 4Q Text | 1997 3Q Text | 1997 2Q Text | 1997 1Q Text | 1996 4Q Text | 1996 3Q Text | 1996 2Q Text | 1996 1Q Text | 1995 4Q Text | 1995 3Q Text | 1995 2Q Text | 1995 1Q Text | 1994 4Q Text | 1994 3Q Text | 1994 2Q Text | 1994 1Q Text | 1993 4Q Text | 1993 3Q Text | 1993 2Q Text | 1993 1Q Text | 1992 4Q Text | 1992 3Q Text | 1992 2Q Text | 1992 1Q Text | 1991 4Q Text | 1991 3Q Text | 1991 2Q Text | 1991 1Q Text | 1990 4Q Text | 1990 3Q Text | 1990 2Q Text | 1990 1Q Text | 1989 4Q Text | 1989 3Q Text | 1989 2Q Text | 1989 1Q Text | 1988 4Q Text | 1988 3Q Text | 1988 2Q Text | 1988 1Q Text | 1987 4Q Text | 1987 3Q Text | 1987 2Q Text | 1987 1Q Text | 1986 4Q Text | 1986 3Q Text | 1986 2Q Text | 1986 1Q Text | 1985 4Q Text | 1985 3Q Text | 1985 2Q Text | 1985 1Q Text | 1984 4Q Text | 1984 3Q Text | 1984 2Q Text | 1984 1Q Text | 1983 4Q Text | 1983 3Q Text | 1983 2Q Text | 1983 1Q Text | 1982 4Q Text | 1982 3Q Text | 1982 2Q Text | 1982 1Q Text | 1981 4Q Text | 1981 3Q Text | 1981 2Q Text | 1981 1Q Text | 1980 4Q Text | 1980 3Q Text | 1980 2Q Text | 1980 1Q Text | 1979 4Q Text | 1979 3Q Text | 1979 2Q Text | 1979 1Q Text | 1978 4Q Text | 1978 3Q Text | 1978 2Q Text | 1978 1Q Text | 1977 4Q Text | 1977 3Q Text | 1977 2Q Text | 1977 1Q Text | 1976 4Q Text | 1976 3Q Text | 1976 2Q Text | 1976 1Q Text | 1975 4Q Text | 1975 3Q Text | 1975 2Q Text | 1975 1Q Text | 1974 4Q Text | 1974 3Q Text | 1974 2Q Text | 1974 1Q Text | 1973 4Q Text | 1973 3Q Text | 1973 2Q Text | 1973 1Q Text | 1972 4Q Text | 1972 3Q Text | 1972 2Q Text | 1972 1Q Text | 1971 4Q Text | 1971 3Q Text | 1971 2Q Text | 1971 1Q Text | 1970 4Q Text | 1970 3Q Text | 1970 2Q Text | 1970 1Q Text |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
(Null)0.0% Land4.0% Chemicals4.0% Others4.0% Electronics4.0% | (Null)14.3% | (Null)0.0% | (Null)14.3% | (Null)14.3% | (Null)14.3% | (Null)0.0% | (Null)14.3% | (Null)14.3% | (Null)14.3% | (Null)0.0% | (Null)14.3% | (Null)14.3% | (Null)14.3% | (Null)0.0% | (Null)14.3% | (Null)14.3% | (Null)14.3% | (Null)0.0% | (Null)14.3% | (Null)14.3% 09.1% 23.4% -74.6% -33.7% | (Null)14.3% | (Null)0.0% | (Null)17.7% | (Null)17.7% 08.9% 73.4% -23.4% -53.1% | (Null)17.7% 08.6% 62.9% -56.0% -42.9% | (Null)4.0% | (Null)17.7% | (Null)17.7% | (Null)17.7% | (Null)4.0% | (Null)17.7% | (Null)17.7% | (Null)17.7% | (Null)4.0% | (Null)17.7% | (Null)17.7% | (Null)17.7% 05.7% 23.1% -53.7% -23.1% | (Null)4.0% | (Null)17.7% 04.3% 54.9% -84.6% -64.0% | (Null)17.7% | (Null)17.7% 012.6% 15.1% 26.9% 44.0% | (Null)4.0% | (Null)17.7% 05.7% 23.1% -34.6% -83.1% | (Null)17.7% 09.7% 24.0% -144.6% -63.4% | (Null)17.7% 07.4% 23.7% 33.4% -13.7% | (Null)4.0% | (Null)17.7% | (Null)17.7% 08.3% -53.7% -123.7% -42.6% | (Null)17.7% 07.4% 52.9% -54.6% -73.4% | (Null)4.0% | (Null)17.7% | (Null)17.7% | (Null)17.7% | (Null)4.0% 06.9% 13.4% 93.7% 124.3% | (Null)17.7% | (Null)17.7% 07.4% 43.7% 63.1% -63.4% | (Null)17.7% | (Null)4.0% | (Null)17.7% | (Null)17.7% | (Null)17.7% | (Null)4.0% | (Null)17.7% | (Null)17.7% | (Null)17.7% | (Null)4.0% | (Null)17.7% | (Null)17.7% | (Null)17.7% | (Null)4.0% | (Null)17.7% | (Null)17.7% | (Null)17.7% | (Null)4.0% | (Null)17.7% | (Null)17.7% | (Null)4.0% | (Null)4.0% | (Null)4.0% | (Null)4.0% | (Null)4.0% | (Null)4.0% | (Null)4.0% | (Null)4.0% | (Null)4.0% | (Null)4.0% | (Null)95.7% -30.6% -120.6% -10.3% -50.3% | (Null)95.7% 40.3% -40.9% -120.6% -20.3% | (Null)95.7% 20.6% 31.1% 40.6% -30.6% | (Null)95.7% 00.3% 10.3% 430.6% -30.6% | (Null)95.7% -141.1% -270.6% -120.3% -200.3% | (Null)95.7% -120.6% -210.6% -50.3% -100.3% | (Null)95.7% 30.3% 80.3% -130.6% -160.6% | (Null)95.7% 60.3% 90.6% -70.6% -90.6% | (Null)95.7% 00.9% 10.3% 160.3% 250.3% | (Null)95.7% 00.3% 30.3% 260.6% 270.6% | (Null)95.7% 40.3% 50.3% 190.6% 230.6% | (Null)95.7% 20.3% 110.9% 150.3% 300.6% | (Null)95.7% 00.6% 70.3% 90.3% 120.3% | (Null)95.7% 50.3% 80.3% 130.9% -60.6% | (Null)95.7% 20.3% 30.3% 60.9% 170.6% | (Null)95.7% 10.3% 40.3% 60.3% 230.6% | (Null)95.7% -140.9% -90.6% -130.6% -190.6% | (Null)95.7% 00.3% -30.3% -50.3% -80.3% | (Null)95.7% 120.3% -110.6% -270.6% -10.3% | (Null)95.7% 10.3% 20.3% 30.3% 80.9% | (Null)95.7% -71.1% -130.6% -20.3% -80.3% | (Null)95.7% 00.3% 60.6% 70.6% 190.6% | (Null)95.7% 00.6% 50.6% 60.6% 130.6% | (Null)95.7% 00.3% 20.3% 130.6% 290.6% | (Null)95.7% 10.3% 30.3% 40.3% 60.9% | (Null)95.7% 30.6% 50.6% 110.6% -20.6% | (Null)95.7% 10.3% 20.3% 40.6% -100.6% | (Null)95.7% 60.3% 110.3% 150.3% 160.9% | (Null)96.0% 20.3% 30.3% 40.3% 230.6% | (Null)96.0% 80.3% 90.3% 180.6% 220.6% | (Null)96.0% 70.3% 80.3% 120.3% 220.6% | (Null)96.0% 80.3% 150.6% 210.3% 250.3% | (Null)96.0% 00.3% 70.6% 160.6% 190.6% | (Null)96.0% 40.3% 70.6% 120.6% -70.6% | (Null)96.0% 20.3% 150.6% 180.6% 280.6% | (Null)96.0% 10.3% 80.3% 140.6% 190.6% | (Null)96.0% 30.3% 50.6% 100.6% -40.6% | (Null)96.0% 50.9% 70.6% 90.6% -200.6% | (Null)96.0% 10.3% 30.3% 50.3% 220.6% | (Null)96.0% 20.3% 60.3% 110.3% 350.6% | (Null)96.0% 20.3% 90.6% 120.6% -111.1% | (Null)96.0% 10.3% 60.3% 80.3% -130.6% | (Null)96.0% 00.3% 10.3% 130.9% 290.6% | (Null)96.0% 20.3% 70.3% 100.3% 140.3% | (Null)96.0% 00.9% 40.3% 60.6% -60.3% | (Null)96.0% 30.6% 70.9% -10.6% -40.6% | (Null)96.0% 00.3% 10.3% 20.3% 70.3% | (Null)96.0% 00.3% 160.6% 320.6% 330.6% | (Null)96.0% 00.3% 10.6% -100.6% -140.6% | (Null)96.0% 10.3% 50.6% 80.6% 110.6% | (Null)96.0% 20.3% 50.3% 80.3% 250.6% | (Null)96.0% 00.3% 20.3% 90.3% 100.3% | (Null)96.0% 30.3% 40.9% 80.6% 150.3% | (Null)96.0% 10.3% 20.3% 30.6% -20.6% | (Null)96.0% 40.3% 70.3% 110.3% 150.6% | (Null)96.0% 00.3% 90.3% 150.6% 260.6% | (Null)96.0% 40.6% 100.3% -40.6% -80.6% | (Null)96.0% 40.6% 100.6% 110.3% -40.6% | (Null)96.0% 10.3% 30.3% 90.3% 120.3% | (Null)96.0% 10.6% 20.3% 50.3% 100.3% | (Null)96.0% 00.3% 20.3% 60.6% -50.6% | (Null)96.0% 00.3% 20.3% 100.3% 110.3% | (Null)96.0% 50.3% 60.9% 110.3% 300.6% | (Null)96.0% 00.3% 20.6% 40.3% 400.6% | (Null)96.0% 20.3% -10.6% -30.6% -130.6% | (Null)96.0% 80.3% 110.9% 170.6% -30.6% | (Null)96.0% 00.3% 10.3% 20.3% 170.6% | (Null)96.0% 30.3% 40.3% 60.3% -30.6% | (Null)96.0% 00.3% -150.9% -70.6% -200.6% | (Null)96.0% 10.3% -201.1% -190.6% -230.6% | (Null)96.0% 60.3% -150.6% -170.6% -40.3% | (Null)96.0% 00.3% 10.3% -20.6% -70.6% | (Null)96.0% 100.3% -90.9% -130.6% -140.6% | (Null)96.0% 30.3% 40.3% 50.9% 70.3% | (Null)96.0% 00.3% 70.3% 140.6% 240.6% | (Null)96.0% 10.3% 100.3% 110.3% 310.6% | (Null)96.0% 00.3% 40.3% 150.6% -20.6% | (Null)96.0% 60.6% 80.3% 100.3% 110.3% | (Null)96.0% 00.6% 60.3% 70.6% 120.3% | (Null)96.0% 30.3% 70.3% 120.3% 130.6% | (Null)96.0% 00.3% 40.3% -120.9% -130.9% | (Null)96.0% 50.3% 60.3% 120.3% -100.6% | (Null)96.0% 00.3% 40.3% -20.6% -120.6% | (Null)96.0% 40.3% 80.3% 90.3% -110.9% | (Null)96.0% 110.3% 130.3% -111.4% -100.6% | (Null)96.0% 00.6% 10.6% 20.3% 110.6% | (Null)96.0% 40.6% 80.6% 120.6% 190.6% | (Null)96.0% 10.3% 60.3% 100.6% 120.3% | (Null)96.0% 00.3% 120.3% -20.9% -10.6% | (Null)96.0% 50.3% 60.6% 110.9% 260.6% | (Null)96.0% 00.3% 30.3% 40.3% 200.9% | (Null)96.0% 90.3% 130.6% 180.3% 200.3% | (Null)96.0% 10.3% 90.3% 160.6% 180.6% | (Null)96.0% 20.3% 30.3% 80.3% 220.6% | (Null)96.0% 30.3% 90.3% 110.3% 310.6% | (Null)96.0% 90.3% 160.6% 190.6% 410.6% | (Null)96.0% 80.6% 110.3% 140.6% -10.6% | (Null)96.0% 110.3% 120.3% 160.3% 350.9% | (Null)96.0% 30.6% 80.3% 110.3% 440.9% | (Null)96.0% 10.3% 60.3% 90.3% 130.3% | (Null)96.0% 00.3% 10.3% 40.3% -20.6% | (Null)96.0% 00.3% 30.3% 40.3% 50.3% | (Null)96.0% 10.3% 50.6% 90.3% 130.6% | (Null)96.0% 00.3% 40.6% 50.3% 60.3% | (Null)99.7% 130.3% | (Null)99.7% 360.3% | (Null)99.7% 470.3% | (Null)99.7% 540.3% | (Null)99.7% 340.3% | (Null)99.7% 350.3% | (Null)99.7% 340.3% | (Null)99.7% 200.3% | (Null)99.7% -370.3% | (Null)99.7% -230.3% | (Null)99.7% 100.3% | (Null)99.7% 250.3% | (Null)99.7% -70.3% | (Null)99.7% 410.3% | (Null)99.7% 490.3% | (Null)99.7% 430.3% | (Null)99.7% 430.3% | (Null)99.7% 500.3% | (Null)99.7% 450.3% | (Null)99.7% 470.3% | (Null)99.7% 190.3% | (Null)99.7% 280.3% | (Null)99.7% 410.3% | (Null)99.7% 360.3% | (Null)99.7% 380.3% | (Null)99.7% 480.3% | (Null)99.7% 410.3% | (Null)99.7% 470.3% |
| General Business Expectations (Forecast For Next 6 Months) | 23 | 22 | 10 | 7 | 6 | 2 | -25 | -20 | -8 | 2 | 8 | 16 | 20 | 38 | 32 | -3 | -7 | -56 | 12 | -5 | -11 | 1 | -14 | -1 | 7 | 13 | 1 | 5 | 4 | 7 | 2 | 4 | -1 | 1 | -22 | -16 | 2 | 5 | -3 | 1 | 6 | 7 | 4 | -1 | 8 | 12 | -10 | -11 | 1 | 15 | -11 | -10 | 12 | 12 | 20 | 3 | 18 | 29 | 14 | 9 | -2 | -33 | -57 | -18 | 1 | -7 | 2 | 25 | 22 | 26 | 7 | 22 | 26 | 26 | 15 | 16 | 24 | 13 | 5 | 12 | 24 | 39 | 20 | 22 | 0 | -14 | -12 | -12 | 10 | 32 | -20 | -29 | -22 | -19 | -3 | 24 | 27 | 27 | 16 | 13 | 21 | 14 | -4 | -23 | -22 | 2 | -13 | 21 | 17 | 27 | 13 | -2 | 5 | 23 | 19 | 19 | 21 | 32 | 19 | 15 | 28 | 33 | 20 | 5 | 18 | 20 | 9 | 6 | 24 | 20 | 0 | 3 | 23 | 29 | -10 | 4 | 25 | 27 | 15 | 12 | 23 | 31 | 10 | 18 | 38 | 32 | 15 | 31 | 45 | 31 | 13 | 17 | 19 | 19 | -23 | -23 | -17 | -10 | -9 | 4 | 33 | 42 | 34 | 33 | 38 | 28 | 0 | -6 | 4 | 10 | -11 | 9 | 16 | 26 | 20 | 26 | 25 | 39 | 25 | 26 | 31 | 37 | 22 | 35 | 44 | 38 | 21 | 21 | 19 | 22 | 13 | 36 | 47 | 54 | 34 | 35 | 34 | 20 | -37 | -23 | 10 | 25 | -7 | 41 | 49 | 43 | 43 | 50 | 45 | 47 | 19 | 28 | 41 | 36 | 38 | 48 | 41 | 47 |
| Electronics | 40 | 40 | 16 | 23 | 11 | 7 | -44 | -37 | -21 | 8 | -4 | 27 | 40 | 66 | 37 | -16 | 1 | -75 | 23 | -7 | -24 | -1 | -45 | -7 | 10 | 14 | -10 | -11 | 7 | 16 | 26 | 25 | 6 | 9 | -32 | -38 | 3 | 19 | -6 | -2 | 2 | 4 | -5 | -14 | 8 | 18 | -28 | -26 | 5 | 30 | -22 | -20 | 14 | 6 | 14 | -7 | 33 | 44 | 14 | 22 | 24 | -23 | -86 | -15 | -1 | -8 | 1 | 33 | 34 | 38 | -1 | 17 | 45 | 36 | 9 | 30 | 39 | 8 | 2 | 15 | 30 | 67 | 33 | 41 | 8 | -6 | 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 | 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 | 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 | 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 | 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 | na | na | na | na | na | na | na |
| Semiconductors | 46 | 46 | 21 | 28 | 14 | 15 | -48 | -41 | -25 | 11 | -4 | 34 | 46 | 78 | 41 | -18 | 3 | -87 | 35 | -7 | -27 | 4 | -54 | 1 | 22 | 19 | -8 | -10 | 21 | 27 | 40 | 52 | 14 | 29 | -44 | -60 | -2 | 21 | 15 | 11 | 3 | 24 | 6 | -16 | 25 | 29 | -17 | -11 | 35 | 50 | -35 | -30 | 10 | 14 | 2 | -10 | 48 | 72 | 32 | 15 | 26 | -16 | -81 | -25 | -6 | -5 | 17 | 32 | 18 | 33 | -17 | -3 | 35 | 42 | 34 | 69 | 52 | 2 | -4 | 47 | 53 | 94 | 58 | 57 | 25 | 2 | 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 | 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 | 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 | 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 | 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 | na | na | na | na | na | na | na |
| Computer Peripherals & Data Storage | 17 | 3 | -23 | -7 | 0 | -84 | -56 | -67 | -20 | 0 | 0 | -5 | 5 | 0 | 3 | -1 | 3 | 7 | 6 | 15 | 17 | 7 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | na | na | na | na | na | na | na | na | na | na | na | na | na | na | na | na | na | na | na | na | na |
| Infocomms & Consumer Electronics | 0 | 0 | 0 | -9 | -9 | -9 | -8 | 3 | 3 | -8 | 0 | 0 | 0 | 8 | -4 | -15 | -17 | -8 | -13 | 3 | -51 | -67 | -63 | -57 | -48 | 0 | -60 | -45 | -56 | -55 | -59 | -67 | -56 | -55 | -22 | -31 | -34 | 0 | -34 | -39 | 0 | 0 | -46 | 0 | -6 | 37 | -46 | -5 | -5 | -5 | -18 | -18 | 11 | 18 | -14 | 28 | 72 | 52 | -24 | 46 | -19 | -45 | -64 | 2 | -7 | -60 | 4 | 63 | 67 | 73 | -38 | 41 | 64 | 22 | -14 | -29 | 30 | 9 | 13 | -2 | 62 | 40 | -3 | 27 | 46 | 37 | 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 | 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 | 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 | 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 | 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 | na | na | na | na | na | na | na |
| Other Electronic Modules & Components | -10 | 26 | 7 | -3 | -7 | -4 | -38 | 2 | 12 | 13 | -24 | -5 | 47 | 50 | 55 | 22 | -21 | -30 | -57 | -65 | -46 | 9 | 11 | -29 | 23 | 23 | 26 | -43 | -11 | 26 | 26 | 5 | 48 | 17 | -14 | -9 | 21 | 44 | -13 | 45 | 28 | 4 | -18 | -9 | 3 | 9 | 2 | -24 | -4 | 44 | -21 | -25 | 7 | -30 | -17 | -13 | 44 | -10 | 38 | 28 | 46 | 2 | -91 | -9 | 14 | 0 | -19 | -9 | 17 | 14 | -10 | -10 | 29 | 0 | 0 | -21 | 66 | 32 | 20 | 2 | 39 | 61 | 31 | 33 | 2 | -11 | 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 | 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 | 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 | 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 | 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 | na | na | na | na | na | na | na |
| Chemicals | 2 | 2 | 0 | -13 | -3 | 4 | -5 | -8 | -7 | -13 | 10 | -3 | -24 | 1 | 6 | -3 | -3 | -25 | 7 | -14 | -19 | 0 | -10 | -4 | -3 | 5 | -9 | 17 | 4 | 4 | -5 | -9 | -19 | -7 | -18 | -22 | -15 | -1 | 12 | 1 | -3 | -1 | 6 | -4 | 1 | -5 | -8 | 0 | -1 | 9 | -5 | -5 | 7 | 0 | 12 | 6 | 19 | 27 | 15 | 9 | -15 | -28 | -68 | -34 | -23 | 8 | 6 | 22 | 2 | 10 | 13 | 3 | 3 | 12 | 9 | 9 | 22 | 14 | 0 | 4 | 14 | 10 | 2 | 18 | -14 | -28 | -8 | 4 | 7 | 23 | -14 | -16 | -19 | -6 | 0 | 23 | 4 | 18 | 7 | -3 | 4 | 6 | -19 | -15 | -19 | -12 | -17 | 0 | 32 | 39 | 37 | 3 | 36 | 54 | 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 | 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 | 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 | 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 | na | na | na | na |
| Petroleum | 0 | 0 | 0 | -33 | 0 | 0 | -23 | 0 | 0 | 0 | 0 | 25 | 25 | -17 | 24 | 0 | 0 | -76 | 0 | -12 | -75 | 0 | -8 | 0 | 0 | 32 | 41 | 41 | 0 | 0 | -25 | -25 | -64 | -39 | -63 | -63 | -39 | -26 | 14 | 0 | 0 | -24 | 0 | -25 | 0 | -16 | -64 | 36 | -24 | 0 | -24 | 0 | 0 | -24 | 0 | 0 | 0 | 10 | 0 | 24 | -76 | -58 | -100 | -62 | -32 | 2 | 0 | 34 | -5 | 0 | 0 | 0 | -38 | 33 | 0 | 20 | 20 | 20 | 0 | 0 | 0 | -62 | -11 | 37 | -11 | -63 | 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 | 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 | 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 | 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 | 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 | na | na | na | na | na | na | na |
| Petrochemicals | -5 | -3 | 0 | 0 | -4 | 4 | 0 | -15 | -4 | -58 | -1 | 2 | -68 | -1 | -1 | -1 | 2 | -11 | 0 | -13 | -5 | -2 | -16 | -1 | 0 | -2 | -43 | 0 | 0 | -1 | -1 | -4 | -27 | -1 | 0 | -11 | -10 | 0 | 0 | -4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | -12 | 33 | 9 | -2 | -2 | -5 | 1 | 5 | 0 | -27 | 9 | 10 | -16 | -10 | -19 | -27 | 4 | -20 | 20 | 9 | -3 | -16 | -8 | 9 | -2 | 11 | -4 | 6 | 18 | 36 | 45 | -17 | 5 | 20 | 24 | 3 | 3 | -2 | 11 | 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 | 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 | 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 | 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 | 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 | na | na | na | na | na | na | na |
| Specialty Chemicals | 10 | 0 | -9 | -17 | -10 | 7 | -5 | -8 | -17 | 21 | 22 | -12 | -3 | 1 | 11 | 2 | -5 | -40 | 17 | -17 | -20 | -2 | -3 | -12 | -13 | 0 | 16 | 25 | 1 | 3 | -5 | -17 | -22 | -20 | -26 | -16 | -16 | 10 | 13 | 8 | -14 | 8 | 1 | 7 | -3 | -11 | 17 | -28 | -14 | 11 | 2 | -14 | 7 | 8 | 2 | 16 | 30 | 58 | 32 | 33 | 14 | -7 | -73 | -29 | -22 | 6 | 3 | 28 | 24 | 21 | 31 | 20 | 31 | 14 | 21 | 17 | 28 | -4 | 12 | 14 | 17 | 34 | 16 | 19 | -14 | -20 | 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 | 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 | 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 | 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 | 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 | na | na | na | na | na | na | na |
No results found
Column legend
Title | Column name | Data type | Unit of measure | Description |
|---|---|---|---|---|
| Data Series | DataSeries | Text | In Percentage Terms | - |
| 2024 2Q | 20242Q | Text | In Percentage Terms | - |
| 2024 1Q | 20241Q | Numeric | In Percentage Terms | - |
| 2023 4Q | 20234Q | Text | In Percentage Terms | - |
| 2023 3Q | 20233Q | Text | In Percentage Terms | - |
| 2023 2Q | 20232Q | Text | In Percentage Terms | - |
| 2023 1Q | 20231Q | Numeric | In Percentage Terms | - |
| 2022 4Q | 20224Q | Text | In Percentage Terms | - |
| 2022 3Q | 20223Q | Text | In Percentage Terms | - |
| 2022 2Q | 20222Q | Text | In Percentage Terms | - |
| 2022 1Q | 20221Q | Numeric | In Percentage Terms | - |
| 2021 4Q | 20214Q | Text | In Percentage Terms | - |
| 2021 3Q | 20213Q | Text | In Percentage Terms | - |
| 2021 2Q | 20212Q | Text | In Percentage Terms | - |
| 2021 1Q | 20211Q | Numeric | In Percentage Terms | - |
| 2020 4Q | 20204Q | Text | In Percentage Terms | - |
| 2020 3Q | 20203Q | Text | In Percentage Terms | - |
| 2020 2Q | 20202Q | Text | In Percentage Terms | - |
| 2020 1Q | 20201Q | Numeric | In Percentage Terms | - |
| 2019 4Q | 20194Q | Text | In Percentage Terms | - |
| 2019 3Q | 20193Q | Text | In Percentage Terms | - |
| 2019 2Q | 20192Q | Text | In Percentage Terms | - |
| 2019 1Q | 20191Q | Numeric | In Percentage Terms | - |
| 2018 4Q | 20184Q | Text | In Percentage Terms | - |
| 2018 3Q | 20183Q | Text | In Percentage Terms | - |
| 2018 2Q | 20182Q | Text | In Percentage Terms | - |
| 2018 1Q | 20181Q | Text | In Percentage Terms | - |
| 2017 4Q | 20174Q | Text | In Percentage Terms | - |
| 2017 3Q | 20173Q | Text | In Percentage Terms | - |
| 2017 2Q | 20172Q | Text | In Percentage Terms | - |
| 2017 1Q | 20171Q | Text | In Percentage Terms | - |
| 2016 4Q | 20164Q | Text | In Percentage Terms | - |
| 2016 3Q | 20163Q | Text | In Percentage Terms | - |
| 2016 2Q | 20162Q | Text | In Percentage Terms | - |
| 2016 1Q | 20161Q | Text | In Percentage Terms | - |
| 2015 4Q | 20154Q | Text | In Percentage Terms | - |
| 2015 3Q | 20153Q | Text | In Percentage Terms | - |
| 2015 2Q | 20152Q | Text | In Percentage Terms | - |
| 2015 1Q | 20151Q | Text | In Percentage Terms | - |
| 2014 4Q | 20144Q | Text | In Percentage Terms | - |
| 2014 3Q | 20143Q | Text | In Percentage Terms | - |
| 2014 2Q | 20142Q | Text | In Percentage Terms | - |
| 2014 1Q | 20141Q | Text | In Percentage Terms | - |
| 2013 4Q | 20134Q | Text | In Percentage Terms | - |
| 2013 3Q | 20133Q | Text | In Percentage Terms | - |
| 2013 2Q | 20132Q | Text | In Percentage Terms | - |
| 2013 1Q | 20131Q | Text | In Percentage Terms | - |
| 2012 4Q | 20124Q | Text | In Percentage Terms | - |
| 2012 3Q | 20123Q | Text | In Percentage Terms | - |
| 2012 2Q | 20122Q | Text | In Percentage Terms | - |
| 2012 1Q | 20121Q | Text | In Percentage Terms | - |
| 2011 4Q | 20114Q | Text | In Percentage Terms | - |
| 2011 3Q | 20113Q | Text | In Percentage Terms | - |
| 2011 2Q | 20112Q | Text | In Percentage Terms | - |
| 2011 1Q | 20111Q | Text | In Percentage Terms | - |
| 2010 4Q | 20104Q | Text | In Percentage Terms | - |
| 2010 3Q | 20103Q | Text | In Percentage Terms | - |
| 2010 2Q | 20102Q | Text | In Percentage Terms | - |
| 2010 1Q | 20101Q | Text | In Percentage Terms | - |
| 2009 4Q | 20094Q | Text | In Percentage Terms | - |
| 2009 3Q | 20093Q | Text | In Percentage Terms | - |
| 2009 2Q | 20092Q | Text | In Percentage Terms | - |
| 2009 1Q | 20091Q | Text | In Percentage Terms | - |
| 2008 4Q | 20084Q | Text | In Percentage Terms | - |
| 2008 3Q | 20083Q | Text | In Percentage Terms | - |
| 2008 2Q | 20082Q | Text | In Percentage Terms | - |
| 2008 1Q | 20081Q | Text | In Percentage Terms | - |
| 2007 4Q | 20074Q | Text | In Percentage Terms | - |
| 2007 3Q | 20073Q | Text | In Percentage Terms | - |
| 2007 2Q | 20072Q | Text | In Percentage Terms | - |
| 2007 1Q | 20071Q | Text | In Percentage Terms | - |
| 2006 4Q | 20064Q | Text | In Percentage Terms | - |
| 2006 3Q | 20063Q | Text | In Percentage Terms | - |
| 2006 2Q | 20062Q | Text | In Percentage Terms | - |
| 2006 1Q | 20061Q | Text | In Percentage Terms | - |
| 2005 4Q | 20054Q | Text | In Percentage Terms | - |
| 2005 3Q | 20053Q | Text | In Percentage Terms | - |
| 2005 2Q | 20052Q | Text | In Percentage Terms | - |
| 2005 1Q | 20051Q | Text | In Percentage Terms | - |
| 2004 4Q | 20044Q | Text | In Percentage Terms | - |
| 2004 3Q | 20043Q | Text | In Percentage Terms | - |
| 2004 2Q | 20042Q | Text | In Percentage Terms | - |
| 2004 1Q | 20041Q | Text | In Percentage Terms | - |
| 2003 4Q | 20034Q | Text | In Percentage Terms | - |
| 2003 3Q | 20033Q | Text | In Percentage Terms | - |
| 2003 2Q | 20032Q | Text | In Percentage Terms | - |
| 2003 1Q | 20031Q | Text | In Percentage Terms | - |
| 2002 4Q | 20024Q | Text | In Percentage Terms | - |
| 2002 3Q | 20023Q | Text | In Percentage Terms | - |
| 2002 2Q | 20022Q | Text | In Percentage Terms | - |
| 2002 1Q | 20021Q | Text | In Percentage Terms | - |
| 2001 4Q | 20014Q | Text | In Percentage Terms | - |
| 2001 3Q | 20013Q | Text | In Percentage Terms | - |
| 2001 2Q | 20012Q | Text | In Percentage Terms | - |
| 2001 1Q | 20011Q | Text | In Percentage Terms | - |
| 2000 4Q | 20004Q | Text | In Percentage Terms | - |
| 2000 3Q | 20003Q | Text | In Percentage Terms | - |
| 2000 2Q | 20002Q | Text | In Percentage Terms | - |
| 2000 1Q | 20001Q | Text | In Percentage Terms | - |
| 1999 4Q | 19994Q | Text | In Percentage Terms | - |
| 1999 3Q | 19993Q | Text | In Percentage Terms | - |
| 1999 2Q | 19992Q | Text | In Percentage Terms | - |
| 1999 1Q | 19991Q | Text | In Percentage Terms | - |
| 1998 4Q | 19984Q | Text | In Percentage Terms | - |
| 1998 3Q | 19983Q | Text | In Percentage Terms | - |
| 1998 2Q | 19982Q | Text | In Percentage Terms | - |
| 1998 1Q | 19981Q | Text | In Percentage Terms | - |
| 1997 4Q | 19974Q | Text | In Percentage Terms | - |
| 1997 3Q | 19973Q | Text | In Percentage Terms | - |
| 1997 2Q | 19972Q | Text | In Percentage Terms | - |
| 1997 1Q | 19971Q | Text | In Percentage Terms | - |
| 1996 4Q | 19964Q | Text | In Percentage Terms | - |
| 1996 3Q | 19963Q | Text | In Percentage Terms | - |
| 1996 2Q | 19962Q | Text | In Percentage Terms | - |
| 1996 1Q | 19961Q | Text | In Percentage Terms | - |
| 1995 4Q | 19954Q | Text | In Percentage Terms | - |
| 1995 3Q | 19953Q | Text | In Percentage Terms | - |
| 1995 2Q | 19952Q | Text | In Percentage Terms | - |
| 1995 1Q | 19951Q | Text | In Percentage Terms | - |
| 1994 4Q | 19944Q | Text | In Percentage Terms | - |
| 1994 3Q | 19943Q | Text | In Percentage Terms | - |
| 1994 2Q | 19942Q | Text | In Percentage Terms | - |
| 1994 1Q | 19941Q | Text | In Percentage Terms | - |
| 1993 4Q | 19934Q | Text | In Percentage Terms | - |
| 1993 3Q | 19933Q | Text | In Percentage Terms | - |
| 1993 2Q | 19932Q | Text | In Percentage Terms | - |
| 1993 1Q | 19931Q | Text | In Percentage Terms | - |
| 1992 4Q | 19924Q | Text | In Percentage Terms | - |
| 1992 3Q | 19923Q | Text | In Percentage Terms | - |
| 1992 2Q | 19922Q | Text | In Percentage Terms | - |
| 1992 1Q | 19921Q | Text | In Percentage Terms | - |
| 1991 4Q | 19914Q | Text | In Percentage Terms | - |
| 1991 3Q | 19913Q | Text | In Percentage Terms | - |
| 1991 2Q | 19912Q | Text | In Percentage Terms | - |
| 1991 1Q | 19911Q | Text | In Percentage Terms | - |
| 1990 4Q | 19904Q | Text | In Percentage Terms | - |
| 1990 3Q | 19903Q | Text | In Percentage Terms | - |
| 1990 2Q | 19902Q | Text | In Percentage Terms | - |
| 1990 1Q | 19901Q | Text | In Percentage Terms | - |
| 1989 4Q | 19894Q | Text | In Percentage Terms | - |
| 1989 3Q | 19893Q | Text | In Percentage Terms | - |
| 1989 2Q | 19892Q | Text | In Percentage Terms | - |
| 1989 1Q | 19891Q | Text | In Percentage Terms | - |
| 1988 4Q | 19884Q | Text | In Percentage Terms | - |
| 1988 3Q | 19883Q | Text | In Percentage Terms | - |
| 1988 2Q | 19882Q | Text | In Percentage Terms | - |
| 1988 1Q | 19881Q | Text | In Percentage Terms | - |
| 1987 4Q | 19874Q | Text | In Percentage Terms | - |
| 1987 3Q | 19873Q | Text | In Percentage Terms | - |
| 1987 2Q | 19872Q | Text | In Percentage Terms | - |
| 1987 1Q | 19871Q | Text | In Percentage Terms | - |
| 1986 4Q | 19864Q | Text | In Percentage Terms | - |
| 1986 3Q | 19863Q | Text | In Percentage Terms | - |
| 1986 2Q | 19862Q | Text | In Percentage Terms | - |
| 1986 1Q | 19861Q | Text | In Percentage Terms | - |
| 1985 4Q | 19854Q | Text | In Percentage Terms | - |
| 1985 3Q | 19853Q | Text | In Percentage Terms | - |
| 1985 2Q | 19852Q | Text | In Percentage Terms | - |
| 1985 1Q | 19851Q | Text | In Percentage Terms | - |
| 1984 4Q | 19844Q | Text | In Percentage Terms | - |
| 1984 3Q | 19843Q | Text | In Percentage Terms | - |
| 1984 2Q | 19842Q | Text | In Percentage Terms | - |
| 1984 1Q | 19841Q | Text | In Percentage Terms | - |
| 1983 4Q | 19834Q | Text | In Percentage Terms | - |
| 1983 3Q | 19833Q | Text | In Percentage Terms | - |
| 1983 2Q | 19832Q | Text | In Percentage Terms | - |
| 1983 1Q | 19831Q | Text | In Percentage Terms | - |
| 1982 4Q | 19824Q | Text | In Percentage Terms | - |
| 1982 3Q | 19823Q | Text | In Percentage Terms | - |
| 1982 2Q | 19822Q | Text | In Percentage Terms | - |
| 1982 1Q | 19821Q | Text | In Percentage Terms | - |
| 1981 4Q | 19814Q | Text | In Percentage Terms | - |
| 1981 3Q | 19813Q | Text | In Percentage Terms | - |
| 1981 2Q | 19812Q | Text | In Percentage Terms | - |
| 1981 1Q | 19811Q | Text | In Percentage Terms | - |
| 1980 4Q | 19804Q | Text | In Percentage Terms | - |
| 1980 3Q | 19803Q | Text | In Percentage Terms | - |
| 1980 2Q | 19802Q | Text | In Percentage Terms | - |
| 1980 1Q | 19801Q | Text | In Percentage Terms | - |
| 1979 4Q | 19794Q | Text | In Percentage Terms | - |
| 1979 3Q | 19793Q | Text | In Percentage Terms | - |
| 1979 2Q | 19792Q | Text | In Percentage Terms | - |
| 1979 1Q | 19791Q | Text | In Percentage Terms | - |
| 1978 4Q | 19784Q | Text | In Percentage Terms | - |
| 1978 3Q | 19783Q | Text | In Percentage Terms | - |
| 1978 2Q | 19782Q | Text | In Percentage Terms | - |
| 1978 1Q | 19781Q | Text | In Percentage Terms | - |
| 1977 4Q | 19774Q | Text | In Percentage Terms | - |
| 1977 3Q | 19773Q | Text | In Percentage Terms | - |
| 1977 2Q | 19772Q | Text | In Percentage Terms | - |
| 1977 1Q | 19771Q | Text | In Percentage Terms | - |
| 1976 4Q | 19764Q | Text | In Percentage Terms | - |
| 1976 3Q | 19763Q | Text | In Percentage Terms | - |
| 1976 2Q | 19762Q | Text | In Percentage Terms | - |
| 1976 1Q | 19761Q | Text | In Percentage Terms | - |
| 1975 4Q | 19754Q | Text | In Percentage Terms | - |
| 1975 3Q | 19753Q | Text | In Percentage Terms | - |
| 1975 2Q | 19752Q | Text | In Percentage Terms | - |
| 1975 1Q | 19751Q | Text | In Percentage Terms | - |
| 1974 4Q | 19744Q | Text | In Percentage Terms | - |
| 1974 3Q | 19743Q | Text | In Percentage Terms | - |
| 1974 2Q | 19742Q | Text | In Percentage Terms | - |
| 1974 1Q | 19741Q | Text | In Percentage Terms | - |
| 1973 4Q | 19734Q | Text | In Percentage Terms | - |
| 1973 3Q | 19733Q | Text | In Percentage Terms | - |
| 1973 2Q | 19732Q | Text | In Percentage Terms | - |
| 1973 1Q | 19731Q | Text | In Percentage Terms | - |
| 1972 4Q | 19724Q | Text | In Percentage Terms | - |
| 1972 3Q | 19723Q | Text | In Percentage Terms | - |
| 1972 2Q | 19722Q | Text | In Percentage Terms | - |
| 1972 1Q | 19721Q | Text | In Percentage Terms | - |
| 1971 4Q | 19714Q | Text | In Percentage Terms | - |
| 1971 3Q | 19713Q | Text | In Percentage Terms | - |
| 1971 2Q | 19712Q | Text | In Percentage Terms | - |
| 1971 1Q | 19711Q | Text | In Percentage Terms | - |
| 1970 4Q | 19704Q | Text | In Percentage Terms | - |
| 1970 3Q | 19703Q | Text | In Percentage Terms | - |
| 1970 2Q | 19702Q | Text | In Percentage Terms | - |
| 1970 1Q | 19701Q | Text | In Percentage Terms | - |
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.
Citation
This dataset can be reused and cited in research publications.
About this dataset
Contact
feedback@data.gov.sgCreated on
24 Oct 2024
Licence
Free forever for personal or commercial use, under the Open Data Licence.
Agency
SINGSTAT (Singapore Department of Statistics)Dataset usage
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