This statistic shows the revenue of the industry “Pharmaceutical preparations manufacturing“ in Mexico from 2012 to 2018, with a forecast to 2024. It is projected that the revenue of Pharmaceutical preparations manufacturing in Mexico will amount to approximately 6,4 billion U.S. Dollars by 2024.

Description: This dataset contains historical economic data spanning from 1871 to 2024, used in Jaouad Karfali’s research on Economic Cycle Analysis with Numerical Time Cycles. The study aims to improve economic forecasting accuracy through the 9-year cycle model, which demonstrates superior predictive capabilities compared to traditional economic indicators.

Dataset Contents: The dataset includes a comprehensive range of economic indicators used in the research, such as:

USGDP_1871-2024.csv – U.S. Gross Domestic Product (GDP) data. USCPI_cleaned.csv – U.S. Consumer Price Index (CPI), cleaned and processed. USWAGE_1871-2024.csv – U.S. average wages data. EXCHANGEGLOBAL_cleaned.csv – Global exchange rates for the U.S. dollar. EXCHANGEPOUND_cleaned.csv – U.S. dollar to British pound exchange rates. INTERESTRATE_1871-2024.csv – U.S. interest rate data. UNRATE.csv – U.S. unemployment rate statistics. POPTOTUSA647NWDB.csv – U.S. total population data. Significance of the Data: This dataset serves as a foundation for a robust economic analysis of the U.S. economy over multiple decades. It was instrumental in testing the 9-year economic cycle model, which demonstrated an 85% accuracy rate in economic forecasting when compared to traditional models such as ARIMA and VAR.

Applications:

Economic Forecasting: Predicts a 1.5% decline in GDP in 2025, followed by a gradual recovery between 2026-2034. Economic Stability Analysis: Used for comparing forecasts with estimates from institutions like the IMF and World Bank. Academic and Institutional Research: Supports studies in economic cycles and long-term forecasting. Source & Further Information: For more details on the methodology and research findings, refer to the full paper published on SSRN:

https://ssrn.com/author=7429208 https://orcid.org/0009-0002-9626-7289

• Jaouad Karfali

Age-sex charts emphasize the gap between the numbers of males and females at a specific age group. It also illustrates the age and gender trends across all age and gender groupings. A chart skewed heavily to the left describes a very young population while a chart skewed heavily to the right illustrates an aging population.

Slovakia SK: Labour Force Participation Gap data was reported at 0.067 % in 2022. This records an increase from the previous number of -0.422 % for 2021. Slovakia SK: Labour Force Participation Gap data is updated yearly, averaging 0.022 % from Dec 1993 (Median) to 2022, with 30 observations. The data reached an all-time high of 1.291 % in 2001 and a record low of -0.906 % in 1998. Slovakia SK: Labour Force Participation Gap data remains active status in CEIC and is reported by Organisation for Economic Co-operation and Development. The data is categorized under Global Database’s Slovakia – Table SK.OECD.EO: Labour Force: Forecast: OECD Member: Annual. GAPLFP - Labour force participation gap OECD calculation, see OECD Economic Outlook, Database Inventory OECD Economic Outlook, Database Inventory:https://www.oecd.org/eco/outlook/Database_Inventory.pdf

Abstract

This study is the result of the socio-demographic and labor analysis of refugee residents in Brazil and represents a milestone in the production of knowledge about the integration of this population into the country. The study shows that most of the interviewees maintain close ties with family, friends and entities located in the countries of origin and, at the same time, demonstrate great knowledge of the Brazilian culture and want to become Brazilian citizens. Nevertheless, they pointed out obstacles to integration, including discriminatory acts. Several factors explain the vulnerability of the refugee population in Brazil: labor market, low wages or insufficient income, difficulty in recognizing diplomas and accessing public or banking services. All these factors, common to a large part of the Brazilian population, have a more striking impact on the quality of life of the refugee population.

Analysis unit

Individual

Sampling procedure

For the realization of the field work, a sample design was elaborated to take into account the intentional sampling by quotas, to estimate proportions of sociodemographic variables, with a total of 500 interviews being established. This sample was applied in 14 cities, distributed in eight Federation Units which concentrate 94% of refugees under the protection of the Brazilian government. The allocation of the number of interviews in each of the states took into account their relative share in the total sample.

Mode of data collection

Face-to-face [f2f]

Ireland IE: Balance of Payment: Current Account Balance: as % of GDP: Single Hit Scenario data was reported at -25.786 % in Dec 2021. This records an increase from the previous number of -25.958 % for Sep 2021. Ireland IE: Balance of Payment: Current Account Balance: as % of GDP: Single Hit Scenario data is updated quarterly, averaging -0.631 % from Mar 1990 (Median) to Dec 2021, with 128 observations. The data reached an all-time high of 20.456 % in Dec 2017 and a record low of -38.125 % in Jun 2017. Ireland IE: Balance of Payment: Current Account Balance: as % of GDP: Single Hit Scenario data remains active status in CEIC and is reported by Organisation for Economic Co-operation and Development. The data is categorized under Global Database’s Ireland – Table IE.OECD.EO: Balance of Payments: Current Account: Forecast: OECD Member: Quarterly. CBGDPR-Current account balance, as a percentage of GDP Sixth Edition of the IMF's Balance of Payments and International Investment Position Manual (BPM6):https://www.imf.org/external/pubs/ft/bop/2007/bopman6.htm OECD Economic Outlook, Database Inventory:https://www.oecd.org/eco/outlook/Database_Inventory.pdf

United States - Longer Run FOMC Summary of Economic Projections for the Civilian Unemployment Rate, Median was 4.20% in March of 2025, according to the United States Federal Reserve. Historically, United States - Longer Run FOMC Summary of Economic Projections for the Civilian Unemployment Rate, Median reached a record high of 5.00 in June of 2015 and a record low of 4.00 in March of 2021. Trading Economics provides the current actual value, an historical data chart and related indicators for United States - Longer Run FOMC Summary of Economic Projections for the Civilian Unemployment Rate, Median - last updated from the United States Federal Reserve on July of 2025.

Graph and download economic data for Gross Debt Position of the General Government for Sao Tome and Principe (STPGGXWDGG01GDPPT) from 2001 to 2026 about Sao Tome and Principe, REO, gross, debt, and government.

United States US: GDP: Growth: Gross Value Added: Services data was reported at 2.621 % in 2015. This records an increase from the previous number of 2.221 % for 2014. United States US: GDP: Growth: Gross Value Added: Services data is updated yearly, averaging 2.335 % from Dec 1998 (Median) to 2015, with 18 observations. The data reached an all-time high of 4.456 % in 1999 and a record low of -1.772 % in 2009. United States US: GDP: Growth: Gross Value Added: Services data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s USA – Table US.World Bank: Gross Domestic Product: Annual Growth Rate. Annual growth rate for value added in services based on constant local currency. Aggregates are based on constant 2010 U.S. dollars. Services correspond to ISIC divisions 50-99. They include value added in wholesale and retail trade (including hotels and restaurants), transport, and government, financial, professional, and personal services such as education, health care, and real estate services. Also included are imputed bank service charges, import duties, and any statistical discrepancies noted by national compilers as well as discrepancies arising from rescaling. Value added is the net output of a sector after adding up all outputs and subtracting intermediate inputs. It is calculated without making deductions for depreciation of fabricated assets or depletion and degradation of natural resources. The industrial origin of value added is determined by the International Standard Industrial Classification (ISIC), revision 3.; ; World Bank national accounts data, and OECD National Accounts data files.; Weighted Average; Note: Data for OECD countries are based on ISIC, revision 4.

Graph and download economic data for Overall Fiscal Balance for General Government for Kyrgyz Republic (KGZGGBGDPGDPPT) from 2000 to 2023 about Kyrgyzstan, REO, balance, and government.

This statistic shows the revenue of the industry “retail sale in non-specialised stores with food, beverages or tobacco predominating“ in Belgium from 2012 to 2018, with a forecast to 2025. It is projected that the revenue of retail sale in non-specialised stores with food, beverages or tobacco predominating in Belgium will amount to approximately 29.79 billion U.S. Dollars by 2025.

Graph and download economic data for Claims on Private Sector for Congo, Republic of (COGFDSAOPPCPPPT) from 2001 to 2024 about Congo, REO, credits, sector, private, and rate.

Graph and download economic data for Broad Money for Tanzania (TZAFMBGDPPT) from 2000 to 2026 about Tanzania, broad, REO, and monetary aggregates.

Graph and download economic data for Net Lending/borrowing (excluding Grants) for General Government for Nigeria (NGAGGXCNLXGG01GDPPT) from 2000 to 2026 about grants, Nigeria, budget, REO, Net, and government.

FocusEconomics' economic data is provided by official state statistical reporting agencies as well as our global network of leading banks, think tanks and consultancies. Our datasets provide not only historical data, but also Consensus Forecasts and individual forecasts from the aformentioned global network of economic analysts. This includes the latest forecasts as well as historical forecasts going back to 2010. Our global network consists of over 1000 world-renowned economic analysts from which we calculate our Consensus Forecasts. In this specific dataset you will find economic data for Slovakia.

Graph and download economic data for Goods and Services: Net for Liberia (LBRBGSBP6GDPPT) from 2000 to 2026 about Liberia, REO, Net, goods, and services.

Register the results of the petroleum development technology research and development project, including annual, project name, content summary and research objectives, research results and performance statistics.

Israel IL: General Government: % of Potential GDP: Underlying Net Lending data was reported at -3.239 Ratio in 2026. This records an increase from the previous number of -3.501 Ratio for 2025. Israel IL: General Government: % of Potential GDP: Underlying Net Lending data is updated yearly, averaging -3.686 Ratio from Dec 1998 (Median) to 2026, with 29 observations. The data reached an all-time high of -0.750 Ratio in 2022 and a record low of -8.312 Ratio in 2020. Israel IL: General Government: % of Potential GDP: Underlying Net Lending data remains active status in CEIC and is reported by Organisation for Economic Co-operation and Development. The data is categorized under Global Database’s Israel – Table IL.OECD.EO: Government Accounts: % of Potential GDP: General Government: Forecast: OECD Member: Annual. NLGQU - Underlying general government net lending, as a percentage of potential GDP OECD calculation, see OECD Economic Outlook database documentation

Denton economic data from the American Community Survey (ACS)

Graph and download economic data for Consumer Prices at End of Period for Benin (BENPCPIEOPPCPPPT) from 2000 to 2026 about Benin, consumer prices, REO, consumer, and rate.