Azerbaijan Total Exports to USA
Key information about Azerbaijan Total Exports to USA
- Azerbaijan Total Exports to USA recorded 2.730 USD mn in Aug 2025, compared with 5.899 USD mn in the previous Jul 2025
- Azerbaijan Total Exports to USA data is updated monthly, available from Jan 1996 to Aug 2025, with an averaged value of 0.899 USD mn
- The data reached an all-time high of 999.466 USD mn in Jul 2008 and a record low of 0.015 USD mn in Jan 2016
The International Monetary Fund provides monthly Total Exports to USA, FOB, in USD.
View Azerbaijan's Total Exports to USA from Jan 1996 to Aug 2025 in the chart:
What was Azerbaijan's Total Exports to USA in Aug 2025?
Azerbaijan Total Exports to USA recorded 2.730 USD mn in Aug 2025, compared with 5.899 USD mn in the previous Jul 2025 See the table below for more data.
| Last | Previous | Min | Max | Unit | Frequency | Range |
|---|---|---|---|---|---|---|
| 2.730 Aug 2025 | 5.899 Jul 2025 | 0.015 Jan 2016 | 999.466 Jul 2008 | USD mn | monthly | Jan 1996 - Aug 2025 |
Total Exports to USA by Country Comparison
| country/region | Last | Frequency | Range |
|---|---|---|---|
| Albania (USD mn) | 23.716 Oct 2025 | monthly | Jan 1991 - Oct 2025 |
| Algeria (USD mn) | 415.869 Aug 2025 | monthly | Jan 1981 - Aug 2025 |
| Argentina (USD mn) | 852.952 Oct 2025 | monthly | Dec 1995 - Oct 2025 |
| Armenia (USD mn) | 3.754 Sep 2025 | monthly | Jun 1996 - Sep 2025 |
| Australia (USD mn) | 1,638.714 Oct 2025 | monthly | Jan 1988 - Oct 2025 |
| Austria (USD mn) | 1,182.976 Sep 2025 | monthly | Feb 1962 - Sep 2025 |
| Azerbaijan (USD mn) | 2.730 Aug 2025 | monthly | Jan 1996 - Aug 2025 |
| Bahrain (USD mn) | 51.034 Aug 2025 | monthly | Jan 1976 - Aug 2025 |
| Bangladesh (USD mn) | 591.671 Aug 2025 | monthly | Jan 1973 - Aug 2025 |
| Belarus (USD mn) | 2.507 Jun 2022 | monthly | Feb 1992 - Jun 2022 |
| Belgium (USD mn) | 2,369.866 Aug 2025 | monthly | Jan 1995 - Aug 2025 |
| Bolivia (USD mn) | 23.725 Oct 2025 | monthly | Jan 1981 - Oct 2025 |
| Bosnia and Herzegovina (USD mn) | 2.950 Oct 2025 | monthly | Aug 1996 - Oct 2025 |
| Botswana (USD mn) | 2.824 Aug 2025 | monthly | Feb 2019 - Aug 2025 |
| Brazil (USD mn) | 2,661.975 Nov 2025 | monthly | Jan 1960 - Nov 2025 |
| Brunei (USD mn) | 0.615 Aug 2025 | monthly | May 1990 - Aug 2025 |
| Bulgaria (USD mn) | 73.260 Aug 2025 | monthly | Jan 1981 - Aug 2025 |
| Cambodia (USD mn) | 1,157.126 May 2025 | monthly | Jan 1995 - May 2025 |
| Canada (USD mn) | 32,023.193 Aug 2025 | monthly | Jan 1988 - Aug 2025 |
| Chile (USD mn) | 1,414.571 Oct 2025 | monthly | Jan 2000 - Oct 2025 |
| China (USD mn) | 34,920.324 Oct 2025 | monthly | Jan 1981 - Oct 2025 |
| Colombia (USD mn) | 1,240.656 Oct 2025 | monthly | Jan 2008 - Oct 2025 |
| Croatia (USD mn) | 51.559 Aug 2025 | monthly | Jan 1993 - Aug 2025 |
| Cyprus (USD mn) | 6.006 Aug 2025 | monthly | Nov 1969 - Aug 2025 |
| Czech Republic (USD mn) | 689.663 Sep 2025 | monthly | Jan 1993 - Sep 2025 |
| Denmark (USD mn) | 953.974 Sep 2025 | monthly | Oct 1975 - Sep 2025 |
| Ecuador (USD mn) | 537.371 Sep 2025 | monthly | Jan 2007 - Sep 2025 |
| Egypt (USD mn) | 197.621 Aug 2025 | monthly | Dec 2015 - Aug 2025 |
| Estonia (USD mn) | 50.021 Sep 2025 | monthly | Jan 1992 - Sep 2025 |
| European Union (USD mn) | 59,983.003 Sep 2025 | monthly | Jan 2002 - Sep 2025 |
| Finland (USD mn) | 484.853 Sep 2025 | monthly | Apr 1964 - Sep 2025 |
| France (USD mn) | 4,578.210 Sep 2025 | monthly | Jan 2000 - Sep 2025 |
| Georgia (USD mn) | 4.438 Oct 2025 | monthly | Jan 1995 - Oct 2025 |
| Germany (USD mn) | 15,397.511 Sep 2025 | monthly | Sep 1977 - Sep 2025 |
| Ghana (USD mn) | 29.675 Aug 2025 | monthly | Feb 1985 - Aug 2025 |
| Greece (USD mn) | 238.881 Aug 2025 | monthly | Apr 1964 - Aug 2025 |
| Hong Kong SAR, China (USD mn) | 4,638.735 Oct 2025 | monthly | Apr 1964 - Oct 2025 |
| Hungary (USD mn) | 541.592 Oct 2025 | monthly | Dec 2002 - Oct 2025 |
| Iceland (USD mn) | 69.658 Oct 2025 | monthly | Jan 1988 - Oct 2025 |
| India (USD mn) | 6,310.325 Oct 2025 | monthly | Nov 1979 - Oct 2025 |
| Indonesia (USD mn) | 2,716.294 Aug 2025 | monthly | Jan 1971 - Aug 2025 |
| Iran (USD mn) | 0.015 Aug 2025 | monthly | Feb 2016 - Aug 2025 |
| Ireland (USD mn) | 19,114.773 Sep 2025 | monthly | Apr 1964 - Sep 2025 |
| Israel (USD mn) | 1,245.000 Oct 2025 | monthly | Apr 1964 - Oct 2025 |
| Italy (USD mn) | 7,160.279 Sep 2025 | monthly | Jan 1960 - Sep 2025 |
| Ivory Coast (USD mn) | 5.129 Aug 2025 | monthly | Jan 1981 - Aug 2025 |
| Japan (USD mn) | 11,588.883 Oct 2025 | monthly | Jan 1960 - Oct 2025 |
| Jordan (USD mn) | 264.790 Sep 2025 | monthly | Jun 1986 - Sep 2025 |
| Kazakhstan (USD mn) | 53.674 Sep 2025 | monthly | Jul 2006 - Sep 2025 |
| Kenya (USD mn) | 51.523 Aug 2025 | monthly | Jan 1998 - Aug 2025 |
| South Korea (USD mn) | 10,349.000 Nov 2025 | monthly | Apr 1964 - Nov 2025 |
| Kosovo (USD mn) | 4.277 Oct 2025 | monthly | Oct 2015 - Oct 2025 |
| Kuwait (USD mn) | 2.725 Aug 2025 | monthly | Sep 1991 - Aug 2025 |
| Kyrgyzstan (USD mn) | 0.518 Sep 2025 | monthly | Jan 2003 - Sep 2025 |
| Laos (USD mn) | 9.368 Aug 2025 | monthly | Feb 2005 - Aug 2025 |
| Latvia (USD mn) | 41.167 Sep 2025 | monthly | Mar 1992 - Sep 2025 |
| Lebanon (USD mn) | 23.127 Aug 2025 | monthly | Jan 2010 - Aug 2025 |
| Lithuania (USD mn) | 104.712 Sep 2025 | monthly | Apr 1992 - Sep 2025 |
| Luxembourg (USD mn) | 39.721 Sep 2025 | monthly | Jan 1988 - Sep 2025 |
| Macau SAR, China (USD mn) | 3.060 Oct 2025 | monthly | Jan 1985 - Oct 2025 |
| North Macedonia (USD mn) | 22.985 Oct 2025 | monthly | Jan 1999 - Oct 2025 |
| Malawi (USD mn) | 0.253 Aug 2025 | monthly | Dec 1984 - Aug 2025 |
| Malaysia (USD mn) | 4,374.020 Oct 2025 | monthly | Jan 1976 - Oct 2025 |
| Malta (USD mn) | 17.366 Sep 2025 | monthly | Jan 1980 - Sep 2025 |
| Mauritius (USD mn) | 44.304 Sep 2025 | quarterly | Mar 2001 - Sep 2025 |
| Mexico (USD mn) | 46,437.673 Sep 2025 | monthly | Jan 1980 - Sep 2025 |
| Moldova (USD mn) | 3.231 Sep 2025 | monthly | Jan 2007 - Sep 2025 |
| Mongolia (USD mn) | 6.893 Oct 2025 | monthly | Dec 1999 - Oct 2025 |
| Montenegro (USD mn) | 0.269 Oct 2025 | monthly | Jan 2010 - Oct 2025 |
| Morocco (USD mn) | 126.172 Jun 2025 | monthly | Jan 1996 - Jun 2025 |
| Mozambique (USD mn) | 8.107 Aug 2025 | monthly | Dec 2006 - Aug 2025 |
| Myanmar (USD mn) | 68.860 Jul 2022 | monthly | Aug 2010 - Jul 2022 |
| Nepal (USD mn) | 12.675 Aug 2025 | monthly | Sep 1983 - Aug 2025 |
| Netherlands (USD mn) | 4,000.745 Aug 2025 | monthly | Jan 1960 - Aug 2025 |
| New Zealand (USD mn) | 424.864 Oct 2025 | monthly | Jul 1981 - Oct 2025 |
| Nigeria (USD mn) | 264.685 Jun 2025 | monthly | Jan 2003 - Jun 2025 |
| Norway (USD mn) | 480.488 Oct 2025 | monthly | Jan 1988 - Oct 2025 |
| Oman (USD mn) | 103.016 Aug 2025 | monthly | Oct 1986 - Aug 2025 |
| Pakistan (USD mn) | 424.539 Oct 2022 | monthly | Jan 1969 - Oct 2022 |
| Palestinian Territory (USD mn) | 0.105 Aug 2025 | monthly | Jan 2000 - Aug 2025 |
| Panama (USD mn) | 35.282 Aug 2025 | monthly | Jan 1970 - Aug 2025 |
| Paraguay (USD mn) | 14.567 Aug 2025 | monthly | Nov 1978 - Aug 2025 |
| Peru (USD mn) | 981.000 Sep 2025 | monthly | Nov 2003 - Sep 2025 |
| Philippines (USD mn) | 1,161.615 Oct 2025 | monthly | Jan 1978 - Oct 2025 |
| Poland (USD mn) | 904.277 Aug 2025 | monthly | Apr 1961 - Aug 2025 |
| Portugal (USD mn) | 357.620 Sep 2025 | monthly | Jan 1960 - Sep 2025 |
| Qatar (USD mn) | 119.146 Aug 2025 | monthly | Jan 1989 - Aug 2025 |
| Romania (USD mn) | 156.303 Aug 2025 | monthly | Sep 1999 - Aug 2025 |
| Russia (USD mn) | 968.400 Jan 2022 | monthly | Mar 2004 - Jan 2022 |
| Saudi Arabia (USD mn) | 916.927 Sep 2025 | monthly | Jan 2017 - Sep 2025 |
| Serbia (USD mn) | 48.300 Oct 2025 | monthly | Jun 2003 - Oct 2025 |
| Singapore (USD mn) | 4,342.959 Oct 2025 | monthly | Jan 1976 - Oct 2025 |
| Slovakia (USD mn) | 284.338 Aug 2025 | monthly | Sep 1995 - Aug 2025 |
| Slovenia (USD mn) | 75.319 Sep 2025 | monthly | Jan 1993 - Sep 2025 |
| South Africa (USD mn) | 833.178 Oct 2025 | monthly | Jan 1998 - Oct 2025 |
| Spain (USD mn) | 1,565.237 Sep 2025 | monthly | Jan 1960 - Sep 2025 |
| Sri Lanka (USD mn) | 227.720 Aug 2025 | monthly | Jan 1978 - Aug 2025 |
| Sudan (USD mn) | 0.831 Jun 2025 | monthly | Jan 2003 - Jun 2025 |
| Sweden (USD mn) | 1,410.391 Sep 2025 | monthly | Sep 1960 - Sep 2025 |
| Switzerland (USD mn) | 6,876.693 Oct 2025 | monthly | Jan 1960 - Oct 2025 |
Accurate Macro & Micro Economic Data You Can Trust
Explore the most complete set of 6.6 million time series covering more than 200 economies, 20 industries and 18 macroeconomic sectors.
Learn more about what we doAzerbaijan Key Series
| Government and Public Finance | Last | Frequency | Range |
|---|---|---|---|
| Consolidated Fiscal Balance: % of GDP (%) | 0.4 Jun 2021 | monthly | Dec 2004 - Jun 2021 |
| Consolidated Fiscal Balance (USD mn) | 3,041.647 Oct 2025 | monthly | Dec 2004 - Oct 2025 |
| Tax Revenue (USD mn) | 12,978.706 2024 | yearly | 1993 - 2024 |
| Tax Revenue: % of GDP (%) | 17.5 2024 | yearly | 1993 - 2024 |
| National Government Debt (USD mn) | 9,223.0 2021 | yearly | 2008 - 2021 |
| Government Debt: % of GDP (%) | 16.8 2021 | yearly | 2008 - 2021 |
| Forecast: Government Expenditure (AZN bn) | 54.269 2030 | yearly | 1994 - 2030 |
| Forecast: Government Net Debt (AZN bn) | 42.755 2030 | yearly | 1995 - 2030 |
| Forecast: Government Revenue (AZN bn) | 51.991 2030 | yearly | 1994 - 2030 |
| Government Revenue: Taxes (AZN mn) | 10,587.300 2018 | yearly | 1991 - 2018 |
| Government Revenue: ytd (AZN mn) | 4,051.400 Jan 2025 | monthly | Dec 2004 - Jan 2025 |
| Government Balance: ytd (AZN mn) | 1,711.800 Jan 2025 | monthly | Dec 2004 - Jan 2025 |
| Government Expenditure: ytd (AZN mn) | 2,339.600 Jan 2025 | monthly | Dec 2004 - Jan 2025 |
| Government Revenue: Taxes: Excise Tax (AZN mn) | 1,555.700 2024 | yearly | 1991 - 2024 |
| Government Revenue: Taxes: Value Added Tax (AZN mn) | 8,894.200 2024 | yearly | 1991 - 2024 |
| Balance of Payments | Last | Frequency | Range |
|---|---|---|---|
| Direct Investment Abroad (USD mn) | 660.5 Jun 2025 | quarterly | Mar 2000 - Jun 2025 |
| Current Account Balance (USD mn) | 1,174.5 Jun 2025 | quarterly | Mar 2013 - Jun 2025 |
| Current Account Balance: % of GDP (%) | 6.2 Jun 2025 | quarterly | Mar 2013 - Jun 2025 |
| Foreign Direct Investment (USD mn) | 9.1 Dec 2024 | quarterly | Mar 2013 - Dec 2024 |
| Foreign Direct Investment: % of GDP (%) | 0.0 Dec 2024 | quarterly | Mar 2013 - Dec 2024 |
| Foreign Portfolio Investment (USD mn) | -20.210 Jun 2025 | quarterly | Mar 2013 - Jun 2025 |
| Foreign Portfolio Investment: % of GDP (%) | -0.1 Jun 2025 | quarterly | Mar 2013 - Jun 2025 |
| Foreign Portfolio Investment: Equity Securities (USD mn) | 0.0 Jun 2025 | quarterly | Mar 2003 - Jun 2025 |
| Foreign Portfolio Investment: Debt Securities (USD mn) | -20.210 Jun 2025 | quarterly | Mar 2003 - Jun 2025 |
| External Debt (USD mn) | 5,299.1 Sep 2024 | quarterly | Dec 2001 - Sep 2024 |
| External Debt: % of GDP (%) | 14.9 Dec 2021 | quarterly | Dec 2001 - Dec 2021 |
| External Debt: Short Term (USD mn) | 612.3 2023 | yearly | 1993 - 2023 |
| External Debt: Short Term: % of GDP (%) | 0.8 2023 | yearly | 1993 - 2023 |
| Forecast: Current Account Balance (USD bn) | -4.231 2030 | yearly | 1992 - 2030 |
| BoP: ytd: Financial Account: Net Liabilities: Direct Investment (DI) (USD mn) | -235.627 Sep 2024 | quarterly | Mar 2013 - Sep 2024 |
| BoP: ytd: Current Account: Credit (USD mn) | 27,960.995 Sep 2024 | quarterly | Mar 2013 - Sep 2024 |
| BoP: ytd: Capital Account (USD mn) | -0.083 Sep 2024 | quarterly | Mar 2013 - Sep 2024 |
| BoP: ytd: Current Account: Transfers: Credit (USD mn) | 969.374 Sep 2024 | quarterly | Mar 2013 - Sep 2024 |
| BoP: ytd: Current Account: Debit (USD mn) | 24,008.119 Sep 2024 | quarterly | Mar 2013 - Sep 2024 |
| BoP: ytd: Financial Account: Net Assets: Portfolio Investment (USD mn) | 724.477 Sep 2024 | quarterly | Mar 2013 - Sep 2024 |
| BoP: ytd: Reserve Assets: Flow (USD mn) | 181.614 Sep 2024 | quarterly | Mar 2013 - Sep 2024 |
| BoP: ytd: Balancing Item (USD mn) | -200.695 Sep 2024 | quarterly | Mar 2013 - Sep 2024 |
| BoP: ytd: Capital Account: Debit (USD mn) | 1.860 Sep 2024 | quarterly | Mar 2013 - Sep 2024 |
| BoP: ytd: Current Account: Services: Debit (USD mn) | 7,364.516 Sep 2024 | quarterly | Mar 2013 - Sep 2024 |
| BoP: ytd: Current Account: Goods: Debit (USD mn) | 12,261.104 Sep 2024 | quarterly | Mar 2013 - Sep 2024 |
| BoP: ytd: Current Account: Transfers: Debit (USD mn) | 478.421 Sep 2024 | quarterly | Mar 2013 - Sep 2024 |
| BoP: ytd: Financial Account: Net Assets: Other Investment (OI) (USD mn) | 82.449 Sep 2024 | quarterly | Mar 2013 - Sep 2024 |
| BoP: ytd: Current Account: Income (USD mn) | -1,978.522 Sep 2024 | quarterly | Mar 2013 - Sep 2024 |
| BoP: ytd: Financial Account: Net Assets: Direct Investment (DI) (USD mn) | 583.954 Sep 2024 | quarterly | Mar 2013 - Sep 2024 |
| BoP: ytd: Capital Account: Credit (USD mn) | 1.777 Sep 2024 | quarterly | Mar 2013 - Sep 2024 |
| BoP: ytd: Financial Account: Net Liabilities: Other Investment (OI) (USD mn) | -1,441.184 Sep 2024 | quarterly | Mar 2013 - Sep 2024 |
| BoP: ytd: Financial Account: Net Liabilities (USD mn) | -2,179.604 Sep 2024 | quarterly | Mar 2013 - Sep 2024 |
| BoP: ytd: Current Account: Income: Debit (USD mn) | 3,904.078 Sep 2024 | quarterly | Mar 2013 - Sep 2024 |
| BoP: ytd: Current Account: Services: Credit (USD mn) | 5,801.002 Sep 2024 | quarterly | Mar 2013 - Sep 2024 |
| BoP: ytd: Current Account: Services (USD mn) | -1,563.514 Sep 2024 | quarterly | Mar 2013 - Sep 2024 |
| BoP: ytd: Financial Account: Net Assets (USD mn) | 1,390.880 Sep 2024 | quarterly | Mar 2013 - Sep 2024 |
| BoP: ytd: Current Account: Goods: Credit (USD mn) | 19,265.063 Sep 2024 | quarterly | Mar 2013 - Sep 2024 |
| BoP: ytd: Financial Account: Net Liabilities: Portfolio Investment (USD mn) | -960.568 Sep 2024 | quarterly | Mar 2013 - Sep 2024 |
| BoP: ytd: Current Account: Goods (USD mn) | 7,003.959 Sep 2024 | quarterly | Mar 2013 - Sep 2024 |
| BoP: ytd: Current Account: Transfers (USD mn) | 490.953 Sep 2024 | quarterly | Mar 2013 - Sep 2024 |
| BoP: ytd: Current Account: Income: Credit (USD mn) | 1,925.556 Sep 2024 | quarterly | Mar 2013 - Sep 2024 |
| BoP: ytd: Financial Account: Net Liabilities: Financial Derivatives (USD mn) | -4.291 Sep 2018 | quarterly | Sep 2018 - Sep 2018 |
| Foreign Investment: Oil Industry (USD mn) | 4,657.000 2023 | yearly | 1995 - 2023 |
| Foreign Investment: Direct (USD mn) | 6,658.100 2023 | yearly | 2003 - 2023 |
| Monetary | Last | Frequency | Range |
|---|---|---|---|
| Non Performing Loans Ratio (%) | 5.9 Mar 2015 | quarterly | Dec 2009 - Mar 2015 |
| Household Debt: % of GDP (%) | 13.9 Jun 2025 | quarterly | Mar 2005 - Jun 2025 |
| Money Supply M1 (USD mn) | 17,076.819 Oct 2025 | monthly | Dec 1995 - Oct 2025 |
| Money Supply M2 (USD mn) | 21,780.795 Oct 2025 | monthly | Dec 1995 - Oct 2025 |
| M2 Growth (%) | 6.9 Oct 2025 | monthly | Dec 1996 - Oct 2025 |
| Reserve Requirement Ratio (%) | 5.0 Oct 2025 | monthly | May 1993 - Oct 2025 |
| Foreign Exchange Reserves (USD mn) | 13,944.3 Oct 2025 | monthly | Dec 1992 - Oct 2025 |
| Foreign Exchange Reserves: % of GDP (%) | 16.272 Jun 2025 | quarterly | Dec 2001 - Jun 2025 |
| Foreign Exchange Reserves: Months of Import (NA) | 5.7 Oct 2025 | monthly | Mar 1994 - Oct 2025 |
| Gold Reserves (USD mn) | 0.000 Oct 2025 | monthly | Dec 1992 - Oct 2025 |
| Total Deposits (USD mn) | 17,885.847 Oct 2025 | monthly | Jan 2005 - Oct 2025 |
| Total Deposits Growth (%) | 5.9 Oct 2025 | monthly | Jan 2006 - Oct 2025 |
| Domestic Credit (USD mn) | 21,720.6 Oct 2025 | monthly | Dec 2001 - Oct 2025 |
| Domestic Credit Growth (%) | 9.5 Oct 2025 | monthly | Dec 2002 - Oct 2025 |
| Household Debt (USD mn) | 10,931.6 Oct 2025 | monthly | Jan 2005 - Oct 2025 |
| Total Loans (USD mn) | 18,334.935 Oct 2025 | monthly | Dec 2004 - Oct 2025 |
| Total Loans Growth (%) | 8.31 Oct 2025 | monthly | Dec 2005 - Oct 2025 |
| Private Debt: % of Nominal GDP (%) | 24.77 Jun 2025 | quarterly | Dec 2001 - Jun 2025 |
| Monetary Aggregates: M1 (AZN mn) | 29,030.592 Oct 2025 | monthly | Dec 2002 - Oct 2025 |
| Monetary Aggregates: M1: Cash Outside Banks (AZN mn) | 17,082.690 Oct 2025 | monthly | Dec 2002 - Oct 2025 |
| Monetary Aggregates: M2 (AZN mn) | 37,027.351 Oct 2025 | monthly | Dec 2002 - Oct 2025 |
| Monetary Aggregates: M3 (AZN mn) | 47,490.670 Oct 2025 | monthly | Dec 2002 - Oct 2025 |
| Official Foreign Reserves (USD mn) | 10,991.800 Feb 2025 | monthly | Dec 2006 - Feb 2025 |
| Deposits: Outstanding Amounts (AZN mn) | 41,589.439 Oct 2025 | monthly | Dec 2004 - Oct 2025 |
| Loans: Outstanding Amounts (AZN mn) | 31,169.389 Oct 2025 | monthly | Dec 2004 - Oct 2025 |
| Loans: Outstanding Amounts: Households (AZN mn) | 18,583.660 Oct 2025 | monthly | Jan 2005 - Oct 2025 |
More Indicators for Azerbaijan
Request a demo of CEIC
CEIC’s economic databases cover over 200 global markets. Our Platform offers the most reliable macroeconomic data and advanced analytical tools.