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  • Exports
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  • Net Exports of Goods and Services
    Billions of Dollars, Quarterly, Seasonally Adjusted Annual Rate Q1 1947 to Q1 2024 (18 hours ago)

    BEA Account Code: A019RC A Guide to the National Income and Product Accounts of the United States (NIPA) - (http://www.bea.gov/national/pdf/nipaguid.pdf)

  • Exports of Goods and Services
    Billions of Dollars, Quarterly, Seasonally Adjusted Annual Rate Q1 1947 to Q1 2024 (18 hours ago)

    BEA Account Code: B020RC A Guide to the National Income and Product Accounts of the United States (NIPA) - (http://www.bea.gov/national/pdf/nipaguid.pdf)

  • Real Net Exports of Goods and Services
    Billions of Chained 2017 Dollars, Quarterly, Seasonally Adjusted Annual Rate Q1 1970 to Q1 2024 (18 hours ago)

    BEA Account Code: A019RX

  • Real Exports of Goods and Services
    Billions of Chained 2017 Dollars, Quarterly, Seasonally Adjusted Annual Rate Q1 1947 to Q1 2024 (18 hours ago)

    BEA Account Code: A020RX A Guide to the National Income and Product Accounts of the United States (NIPA) - (http://www.bea.gov/national/pdf/nipaguid.pdf)

  • Real Exports of Goods and Services
    Billions of Chained 2017 Dollars, Annual, Not Seasonally Adjusted 1929 to 2023 (Mar 28)

    BEA Account Code: A020RX A Guide to the National Income and Product Accounts of the United States (NIPA) - (http://www.bea.gov/national/pdf/nipaguid.pdf)

  • Shares of gross domestic product: Net exports of goods and services
    Percent, Quarterly, Not Seasonally Adjusted Q1 1947 to Q1 2024 (Apr 25)

    BEA Account Code: A019RE For more information about this series, please see http://www.bea.gov/national/.

  • Shares of gross domestic product: Exports of goods and services
    Percent, Quarterly, Not Seasonally Adjusted Q1 1947 to Q1 2024 (Apr 25)

    BEA Account Code: B020RE For more information about this series, please see http://www.bea.gov/national/.

  • Contributions to percent change in real gross domestic product: Net exports of goods and services
    Percentage Points at Annual Rate, Quarterly, Seasonally Adjusted Annual Rate Q2 1947 to Q1 2024 (18 hours ago)

    BEA Account Code: A019RY For more information about this series, please see http://www.bea.gov/national/.

  • Shares of gross domestic product: Net exports of goods and services
    Percent, Annual, Not Seasonally Adjusted 1929 to 2023 (Jan 25)

    BEA Account Code: A019RE For more information about this series, please see http://www.bea.gov/national/.

  • Exports of Goods and Services
    Billions of Dollars, Annual, Not Seasonally Adjusted 1929 to 2023 (Mar 28)

    BEA Account Code: B020RC

  • Real exports of goods
    Billions of Chained 2017 Dollars, Quarterly, Seasonally Adjusted Annual Rate Q1 1970 to Q1 2024 (18 hours ago)

    BEA Account Code: A253RX For more information about this series, please see http://www.bea.gov/national/.

  • Real exports of services
    Billions of Chained 2017 Dollars, Quarterly, Seasonally Adjusted Annual Rate Q1 1970 to Q1 2024 (18 hours ago)

    BEA Account Code: A646RX For more information about this series, please see http://www.bea.gov/national/.

  • Net exports of goods and services
    Billions of Dollars, Annual, Not Seasonally Adjusted 1929 to 2023 (Mar 28)

    BEA Account Code: A019RC For more information about this series, please see http://www.bea.gov/national/.

  • National Accounts: GDP by Expenditure: Current Prices: Exports of Goods and Services for United Kingdom
    Pound Sterling, Quarterly, Seasonally Adjusted Q1 1960 to Q3 2023 (Jan 12)

    OECD Descriptor ID: NAEXCP06 OECD unit ID: GBP OECD country ID: GBR All OECD data should be cited as follows: OECD, "Main Economic Indicators - complete database", Main Economic Indicators (database), https://dx.doi.org/10.1787/data-00052-en (Accessed on date) Copyright, 2016, OECD. Reprinted with permission

  • Real net exports of goods and services
    Billions of Chained 2017 Dollars, Annual, Not Seasonally Adjusted 1970 to 2023 (Mar 28)

    BEA Account Code: A019RX For more information about this series, please see http://www.bea.gov/national/.

  • Exports of agricultural goods
    Billions of Dollars, Quarterly, Seasonally Adjusted Annual Rate Q1 1967 to Q1 2024 (18 hours ago)

    BEA Account Code: B181RC For more information about this series, please see http://www.bea.gov/national/.

  • Exports of goods and services (implicit price deflator)
    Index 2017=100, Quarterly, Seasonally Adjusted Q1 1947 to Q1 2024 (18 hours ago)

    BEA Account Code: A020RD For more information about this series, please see http://www.bea.gov/national/.

  • Contributions to percent change in real gross domestic product: Exports of goods and services
    Percentage Points at Annual Rate, Quarterly, Seasonally Adjusted Annual Rate Q2 1947 to Q1 2024 (18 hours ago)

    BEA Account Code: A020RY For more information about this series, please see http://www.bea.gov/national/.

  • National Accounts: GDP by Expenditure: Current Prices: Exports of Goods and Services for South Africa
    Rand, Quarterly, Seasonally Adjusted Q1 1993 to Q3 2023 (Dec 12)

    OECD Descriptor ID: NAEXCP06 OECD unit ID: ZAR OECD country ID: ZAF All OECD data should be cited as follows: OECD, "Main Economic Indicators - complete database", Main Economic Indicators (database), https://dx.doi.org/10.1787/data-00052-en (Accessed on date) Copyright, 2016, OECD. Reprinted with permission

  • Net exports of goods and services
    Millions of Dollars, Quarterly, Not Seasonally Adjusted Q1 1947 to Q1 2024 (18 hours ago)

    BEA Account Code: NA000374

  • National Accounts: GDP by Expenditure: Current Prices: Exports of Goods and Services for Korea
    Won, Quarterly, Seasonally Adjusted Q1 1960 to Q3 2023 (Dec 12)

    OECD Descriptor ID: NAEXCP06 OECD unit ID: KRW OECD country ID: KOR All OECD data should be cited as follows: OECD, "Main Economic Indicators - complete database", Main Economic Indicators (database), https://dx.doi.org/10.1787/data-00052-en (Accessed on date) Copyright, 2016, OECD. Reprinted with permission

  • National Accounts: GDP by Expenditure: Current Prices: Exports of Goods and Services for Japan
    Yen, Quarterly, Seasonally Adjusted Q1 1994 to Q3 2023 (Jan 12)

    OECD Descriptor ID: NAEXCP06 OECD unit ID: JPY OECD country ID: JPN All OECD data should be cited as follows: OECD, "Main Economic Indicators - complete database", Main Economic Indicators (database), https://dx.doi.org/10.1787/data-00052-en (Accessed on date) Copyright, 2016, OECD. Reprinted with permission

  • Price Level of Exports for Thailand
    Price Level of USA Output-side GDP in 2017=1, Annual, Not Seasonally Adjusted 1950 to 2019 (2021-11-08)

    Source ID: pl_x When using these data in your research, please make the following reference: Feenstra, Robert C., Robert Inklaar and Marcel P. Timmer (2015), "The Next Generation of the Penn World Table" American Economic Review, 105(10), 3150-3182, available for download at www.ggdc.net/pwt For more information, see http://www.rug.nl/research/ggdc/data/pwt/.

  • National Accounts: GDP by Expenditure: Constant Prices: Exports of Goods and Services for Czech Republic
    Index 2015=100, Quarterly, Seasonally Adjusted Q1 1996 to Q3 2023 (Jan 12)

    OECD Descriptor ID: NAEXKP06 OECD unit ID: IDX OECD country ID: CZE All OECD data should be cited as follows: OECD, "Main Economic Indicators - complete database", Main Economic Indicators (database), https://dx.doi.org/10.1787/data-00052-en (Accessed on date) Copyright, 2016, OECD. Reprinted with permission

  • National Accounts: GDP by Expenditure: Constant Prices: Exports of Goods and Services for Netherlands
    Euro, Quarterly, Seasonally Adjusted Q1 1996 to Q3 2023 (Jan 12)

    OECD Descriptor ID: NAEXKP06 OECD unit ID: EUR OECD country ID: NLD All OECD data should be cited as follows: OECD, "Main Economic Indicators - complete database", Main Economic Indicators (database), https://dx.doi.org/10.1787/data-00052-en (Accessed on date) Copyright, 2016, OECD. Reprinted with permission

  • National Accounts: GDP by Expenditure: Constant Prices: Exports of Goods and Services for Germany
    Euro, Quarterly, Seasonally Adjusted Q1 1991 to Q3 2023 (Jan 12)

    OECD Descriptor ID: NAEXKP06 OECD unit ID: EUR OECD country ID: DEU All OECD data should be cited as follows: OECD, "Main Economic Indicators - complete database", Main Economic Indicators (database), https://dx.doi.org/10.1787/data-00052-en (Accessed on date) Copyright, 2016, OECD. Reprinted with permission

  • National Accounts: GDP by Expenditure: Current Prices: Exports of Goods and Services for France
    Euro, Quarterly, Seasonally Adjusted Q1 1980 to Q3 2023 (Dec 12)

    OECD Descriptor ID: NAEXCP06 OECD unit ID: EUR OECD country ID: FRA All OECD data should be cited as follows: OECD, "Main Economic Indicators - complete database", Main Economic Indicators (database), https://dx.doi.org/10.1787/data-00052-en (Accessed on date) Copyright, 2016, OECD. Reprinted with permission

  • Price Level of Exports for Norway
    Price Level of USA Output-side GDP in 2017=1, Annual, Not Seasonally Adjusted 1950 to 2019 (2021-11-08)

    Source ID: pl_x When using these data in your research, please make the following reference: Feenstra, Robert C., Robert Inklaar and Marcel P. Timmer (2015), "The Next Generation of the Penn World Table" American Economic Review, 105(10), 3150-3182, available for download at www.ggdc.net/pwt For more information, see http://www.rug.nl/research/ggdc/data/pwt/.

  • National Accounts: GDP by Expenditure: Constant Prices: Exports of Goods and Services for United Kingdom
    Pound Sterling, Quarterly, Seasonally Adjusted Q1 1960 to Q3 2023 (Jan 12)

    OECD Descriptor ID: NAEXKP06 OECD unit ID: GBP OECD country ID: GBR All OECD data should be cited as follows: OECD, "Main Economic Indicators - complete database", Main Economic Indicators (database), https://dx.doi.org/10.1787/data-00052-en (Accessed on date) Copyright, 2016, OECD. Reprinted with permission

  • Current receipts from the rest of the world: Exports of goods
    Billions of Dollars, Quarterly, Seasonally Adjusted Annual Rate Q1 1947 to Q1 2024 (18 hours ago)

    BEA Account Code: A253RC For more information about this series, please see http://www.bea.gov/national/.

  • Real Exports of Goods and Services
    Percent Change from Preceding Period, Quarterly, Seasonally Adjusted Annual Rate Q2 1947 to Q1 2024 (18 hours ago)

    BEA Account Code: A020RL For more information about this series, please see http://www.bea.gov/national/.

  • Exports of goods: Automotive vehicles, engines, and parts
    Billions of Dollars, Quarterly, Seasonally Adjusted Annual Rate Q1 1967 to Q1 2024 (18 hours ago)

    BEA Account Code: B641RC For more information about this series, please see http://www.bea.gov/national/.

  • National Accounts: GDP by Expenditure: Current Prices: Exports of Goods and Services for Norway
    Norwegian Krone, Quarterly, Seasonally Adjusted Q1 1978 to Q3 2023 (Dec 12)

    OECD Descriptor ID: NAEXCP06 OECD unit ID: NOK OECD country ID: NOR All OECD data should be cited as follows: OECD, "Main Economic Indicators - complete database", Main Economic Indicators (database), https://dx.doi.org/10.1787/data-00052-en (Accessed on date) Copyright, 2016, OECD. Reprinted with permission

  • National Accounts: GDP by Expenditure: Current Prices: Exports of Goods and Services for Indonesia
    Rupiah, Quarterly, Seasonally Adjusted Q1 1990 to Q3 2023 (Nov 17)

    OECD Descriptor ID: NAEXCP06 OECD unit ID: IDR OECD country ID: IDN All OECD data should be cited as follows: OECD, "Main Economic Indicators - complete database", Main Economic Indicators (database), https://dx.doi.org/10.1787/data-00052-en (Accessed on date) Copyright, 2016, OECD. Reprinted with permission

  • National Accounts: GDP by Expenditure: Constant Prices: Exports of Goods and Services for Austria
    Euro, Quarterly, Seasonally Adjusted Q1 1995 to Q3 2023 (Dec 12)

    OECD Descriptor ID: NAEXKP06 OECD unit ID: EUR OECD country ID: AUT All OECD data should be cited as follows: OECD, "Main Economic Indicators - complete database", Main Economic Indicators (database), https://dx.doi.org/10.1787/data-00052-en (Accessed on date) Copyright, 2016, OECD. Reprinted with permission

  • Price Level of Exports for United Kingdom
    Price Level of USA Output-side GDP in 2017=1, Annual, Not Seasonally Adjusted 1950 to 2019 (2021-11-08)

    Source ID: pl_x When using these data in your research, please make the following reference: Feenstra, Robert C., Robert Inklaar and Marcel P. Timmer (2015), "The Next Generation of the Penn World Table" American Economic Review, 105(10), 3150-3182, available for download at www.ggdc.net/pwt For more information, see http://www.rug.nl/research/ggdc/data/pwt/.

  • National Accounts: GDP by Expenditure: Current Prices: Exports of Goods and Services for India
    Indian Rupee, Quarterly, Seasonally Adjusted Q2 1996 to Q3 2023 (Jan 12)

    OECD Descriptor ID: NAEXCP06 OECD unit ID: INR OECD country ID: IND All OECD data should be cited as follows: OECD, "Main Economic Indicators - complete database", Main Economic Indicators (database), https://dx.doi.org/10.1787/data-00052-en (Accessed on date) Copyright, 2016, OECD. Reprinted with permission

  • Contributions to percent change in real gross domestic product: Exports of goods
    Percentage Points at Annual Rate, Annual, Not Seasonally Adjusted 1930 to 2023 (Feb 28)

    BEA Account Code: A253RY For more information about this series, please see http://www.bea.gov/national/.

  • Price Level of Exports for Viet Nam
    Price Level of USA Output-side GDP in 2017=1, Annual, Not Seasonally Adjusted 1970 to 2019 (2021-11-08)

    Source ID: pl_x When using these data in your research, please make the following reference: Feenstra, Robert C., Robert Inklaar and Marcel P. Timmer (2015), "The Next Generation of the Penn World Table" American Economic Review, 105(10), 3150-3182, available for download at www.ggdc.net/pwt For more information, see http://www.rug.nl/research/ggdc/data/pwt/.

  • Exports of goods: Consumer goods, except automotive (chain-type price index)
    Index 2017=100, Annual, Not Seasonally Adjusted 1967 to 2023 (Mar 28)

    BEA Account Code: B642RG For more information about this series, please see http://www.bea.gov/national/.

  • National Accounts: GDP by Expenditure: Current Prices: Exports of Goods and Services for France
    Euro, Annual, Seasonally Adjusted 1980 to 2022 (Dec 12)

    OECD Descriptor ID: NAEXCP06 OECD unit ID: EUR OECD country ID: FRA All OECD data should be cited as follows: OECD, "Main Economic Indicators - complete database", Main Economic Indicators (database), https://dx.doi.org/10.1787/data-00052-en (Accessed on date) Copyright, 2016, OECD. Reprinted with permission

  • National Accounts: GDP by Expenditure: Current Prices: Exports of Goods and Services for India
    Indian Rupee, Annual, Seasonally Adjusted 1997 to 2022 (2023-06-23)

    OECD Descriptor ID: NAEXCP06 OECD unit ID: INR OECD country ID: IND All OECD data should be cited as follows: OECD, "Main Economic Indicators - complete database", Main Economic Indicators (database), https://dx.doi.org/10.1787/data-00052-en (Accessed on date) Copyright, 2016, OECD. Reprinted with permission

  • Real Exports of goods: Industrial supplies and materials: Nondurable goods: Petroleum and products
    Billions of Chained 2017 Dollars, Quarterly, Seasonally Adjusted Annual Rate Q1 2007 to Q1 2024 (18 hours ago)

    BEA Account Code: LB000006 A Guide to the National Income and Product Accounts of the United States (NIPA) - (http://www.bea.gov/national/pdf/nipaguid.pdf)

  • Exports of goods: Industrial supplies and materials (chain-type price index)
    Index 2017=100, Quarterly, Seasonally Adjusted Q1 1967 to Q1 2024 (18 hours ago)

    BEA Account Code: B639RG For more information about this series, please see http://www.bea.gov/national/.

  • Exports of goods: Capital goods, except automotive: Civilian aircraft, engines, and parts
    Billions of Dollars, Quarterly, Seasonally Adjusted Annual Rate Q1 1967 to Q1 2024 (18 hours ago)

    BEA Account Code: B688RC For more information about this series, please see http://www.bea.gov/national/.

  • Exports of goods: Capital goods, except automotive: Computers, peripherals, and parts
    Billions of Dollars, Quarterly, Seasonally Adjusted Annual Rate Q1 1967 to Q1 2024 (18 hours ago)

    BEA Account Code: B850RC For more information about this series, please see http://www.bea.gov/national/.

  • Contributions to percent change in GDPNow: Real Change of Net Exports of Goods and Services
    Percentage Points, Quarterly, Seasonally Adjusted Q2 2014 to Q2 2024 (6 days ago)

    The Contributions to percent change in GDPNow: Real Change of Net Exports of Goods and Services represents the contribution in percentage points that the nowcast for Change of Net Exports of Goods and Services provides to real GDP growth. For further information visit the source at https://www.frbatlanta.org/cqer/research/gdpnow.aspx?panel=1.

  • National Accounts: GDP by Expenditure: Current Prices: Exports of Goods and Services for Greece
    Euro, Quarterly, Seasonally Adjusted Q1 1995 to Q3 2023 (Dec 12)

    OECD Descriptor ID: NAEXCP06 OECD unit ID: EUR OECD country ID: GRC All OECD data should be cited as follows: OECD, "Main Economic Indicators - complete database", Main Economic Indicators (database), https://dx.doi.org/10.1787/data-00052-en (Accessed on date) Copyright, 2016, OECD. Reprinted with permission

  • National Accounts: GDP by Expenditure: Current Prices: Exports of Goods and Services for Sweden
    Swedish Krona, Quarterly, Seasonally Adjusted Q1 1993 to Q3 2023 (Dec 12)

    OECD Descriptor ID: NAEXCP06 OECD unit ID: SEK OECD country ID: SWE All OECD data should be cited as follows: OECD, "Main Economic Indicators - complete database", Main Economic Indicators (database), https://dx.doi.org/10.1787/data-00052-en (Accessed on date) Copyright, 2016, OECD. Reprinted with permission

  • National Accounts: GDP by Expenditure: Constant Prices: Exports of Goods and Services for Indonesia
    Rupiah, Quarterly, Seasonally Adjusted Q1 2000 to Q3 2023 (Nov 17)

    OECD Descriptor ID: NAEXKP06 OECD unit ID: IDR OECD country ID: IDN All OECD data should be cited as follows: OECD, "Main Economic Indicators - complete database", Main Economic Indicators (database), https://dx.doi.org/10.1787/data-00052-en (Accessed on date) Copyright, 2016, OECD. Reprinted with permission

  • National Accounts: GDP by Expenditure: Current Prices: Exports of Goods and Services for Brazil
    Brazilian Real, Quarterly, Seasonally Adjusted Q1 1996 to Q3 2023 (Dec 12)

    OECD Descriptor ID: NAEXCP06 OECD unit ID: BRL OECD country ID: BRA All OECD data should be cited as follows: OECD, "Main Economic Indicators - complete database", Main Economic Indicators (database), https://dx.doi.org/10.1787/data-00052-en (Accessed on date) Copyright, 2016, OECD. Reprinted with permission

  • National Accounts: GDP by Expenditure: Current Prices: Exports of Goods and Services for Italy
    Euro, Quarterly, Seasonally Adjusted Q1 1995 to Q3 2023 (Dec 12)

    OECD Descriptor ID: NAEXCP06 OECD unit ID: EUR OECD country ID: ITA All OECD data should be cited as follows: OECD, "Main Economic Indicators - complete database", Main Economic Indicators (database), https://dx.doi.org/10.1787/data-00052-en (Accessed on date) Copyright, 2016, OECD. Reprinted with permission

  • National Accounts: GDP by Expenditure: Constant Prices: Exports of Goods and Services for France
    Euro, Quarterly, Seasonally Adjusted Q1 1980 to Q3 2023 (Dec 12)

    OECD Descriptor ID: NAEXKP06 OECD unit ID: EUR OECD country ID: FRA All OECD data should be cited as follows: OECD, "Main Economic Indicators - complete database", Main Economic Indicators (database), https://dx.doi.org/10.1787/data-00052-en (Accessed on date) Copyright, 2016, OECD. Reprinted with permission

  • Price Level of Exports for Japan
    Price Level of USA Output-side GDP in 2017=1, Annual, Not Seasonally Adjusted 1950 to 2019 (2021-11-08)

    Source ID: pl_x When using these data in your research, please make the following reference: Feenstra, Robert C., Robert Inklaar and Marcel P. Timmer (2015), "The Next Generation of the Penn World Table" American Economic Review, 105(10), 3150-3182, available for download at www.ggdc.net/pwt For more information, see http://www.rug.nl/research/ggdc/data/pwt/.

  • Price Level of Exports for Nigeria
    Price Level of USA Output-side GDP in 2017=1, Annual, Not Seasonally Adjusted 1950 to 2019 (2021-11-08)

    Source ID: pl_x When using these data in your research, please make the following reference: Feenstra, Robert C., Robert Inklaar and Marcel P. Timmer (2015), "The Next Generation of the Penn World Table" American Economic Review, 105(10), 3150-3182, available for download at www.ggdc.net/pwt For more information, see http://www.rug.nl/research/ggdc/data/pwt/.

  • Price Level of Exports for China
    Price Level of USA Output-side GDP in 2017=1, Annual, Not Seasonally Adjusted 1952 to 2019 (2021-11-08)

    Source ID: pl_x When using these data in your research, please make the following reference: Feenstra, Robert C., Robert Inklaar and Marcel P. Timmer (2015), "The Next Generation of the Penn World Table" American Economic Review, 105(10), 3150-3182, available for download at www.ggdc.net/pwt For more information, see http://www.rug.nl/research/ggdc/data/pwt/.

  • Price Level of Exports for Guatemala
    Price Level of USA Output-side GDP in 2017=1, Annual, Not Seasonally Adjusted 1950 to 2019 (2021-11-08)

    Source ID: pl_x When using these data in your research, please make the following reference: Feenstra, Robert C., Robert Inklaar and Marcel P. Timmer (2015), "The Next Generation of the Penn World Table" American Economic Review, 105(10), 3150-3182, available for download at www.ggdc.net/pwt For more information, see http://www.rug.nl/research/ggdc/data/pwt/.

  • Price Level of Exports for Russian Federation
    Price Level of USA Output-side GDP in 2017=1, Annual, Not Seasonally Adjusted 1990 to 2019 (2021-11-08)

    Source ID: pl_x When using these data in your research, please make the following reference: Feenstra, Robert C., Robert Inklaar and Marcel P. Timmer (2015), "The Next Generation of the Penn World Table" American Economic Review, 105(10), 3150-3182, available for download at www.ggdc.net/pwt For more information, see http://www.rug.nl/research/ggdc/data/pwt/.

  • National Accounts: GDP by Expenditure: Current Prices: Exports of Goods and Services for Portugal
    Euro, Quarterly, Seasonally Adjusted Q1 1995 to Q3 2023 (Jan 12)

    OECD Descriptor ID: NAEXCP06 OECD unit ID: EUR OECD country ID: PRT All OECD data should be cited as follows: OECD, "Main Economic Indicators - complete database", Main Economic Indicators (database), https://dx.doi.org/10.1787/data-00052-en (Accessed on date) Copyright, 2016, OECD. Reprinted with permission

  • National Accounts: GDP by Expenditure: Current Prices: Exports of Goods and Services for Italy
    Euro, Annual, Seasonally Adjusted 1995 to 2022 (Dec 12)

    OECD Descriptor ID: NAEXCP06 OECD unit ID: EUR OECD country ID: ITA All OECD data should be cited as follows: OECD, "Main Economic Indicators - complete database", Main Economic Indicators (database), https://dx.doi.org/10.1787/data-00052-en (Accessed on date) Copyright, 2016, OECD. Reprinted with permission


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