TREND: (IMF) International Monetary Fund. Historical Government Finance Statistics: Deficit/Surplus of Total Financing | Country: Argentina, Australia, Austria, Bahamas, Bahrain, Bangladesh, Barbados, Belgium, Belize, Benin, Bhutan, Bolivia, Botswana, Brazil, Bulgaria, Burkina Faso, Burma, Burundi, Cameroon, Canada, Cayman Islands, Central African Republic, Chad, Chile, Colombia, Comoros, Congo (Brazzaville), Congo (Kinshasa), Costa Rica, Cote D'Ivoire, Cyprus, Denmark, Djibouti, Dominica, Dominican Republic, Ecuador, Egypt, El Salvador, Ethiopia, Fiji, Finland, France, Gabon, Gambia, Germany, Ghana, Greece, Grenada, Guatemala, Guinea, Guinea-Bissau, Guyana, Haiti, Honduras, Hungary, Iceland, India, Indonesia, Iran, Ireland, Israel, Italy, Jamaica, Japan, Jordan, Kenya, Kuwait, Lesotho, Liberia, Luxembourg, Madagascar, Malawi, Malaysia, Maldives, Mali, Malta, Mauritius, Mexico, Morocco, Namibia, Nepal, Netherlands, Netherlands Antilles, New Zealand, Nicaragua, Niger, Nigeria, Norway, Oman, Pakistan, Panama, Papua New Guinea, Paraguay, Peru, Philippines, Poland, Portugal, Romania, Rwanda, Saint Kitts and Nevis, Saint Lucia, Saint Vincent and the Grenadines, Senegal, Seychelles, Sierra Leone, Singapore, Solomon Islands, Somalia, South Africa, South Korea, Spain, Sri Lanka, Sudan, Suriname, Swaziland, Sweden, Switzerland, Syria, Tanzania, Thailand, Togo, Tonga, Trinidad and Tobago, Tunisia, Turkey, Uganda, United Arab Emirates, United Kingdom, United States, Uruguay, Vanuatu, Venezuela, Zambia, Zimbabwe | Government Entity: Central Government Consolidated Accounts | International Monetary Fund Subject: DEFICIT/SURPLUS, 1972 - 1989. Data-Planet™ Statistical Datasets by Conquest Systems, Inc. Dataset-ID: 056-005-001
Bibliographic record
Abstract
(IMF) International Monetary Fund. Historical Government Finance Statistics: Deficit/Surplus of Total Financing | Country: Argentina, Australia, Austria, Bahamas, Bahrain, Bangladesh, Barbados, Belgium, Belize, Benin, Bhutan, Bolivia, Botswana, Brazil, Bulgaria, Burkina Faso, Burma, Burundi, Cameroon, Canada, Cayman Islands, Central African Republic, Chad, Chile, Colombia, Comoros, Congo (Brazzaville), Congo (Kinshasa), Costa Rica, Cote D'Ivoire, Cyprus, Denmark, Djibouti, Dominica, Dominican Republic, Ecuador, Egypt, El Salvador, Ethiopia, Fiji, Finland, France, Gabon, Gambia, Germany, Ghana, Greece, Grenada, Guatemala, Guinea, Guinea-Bissau, Guyana, Haiti, Honduras, Hungary, Iceland, India, Indonesia, Iran, Ireland, Israel, Italy, Jamaica, Japan, Jordan, Kenya, Kuwait, Lesotho, Liberia, Luxembourg, Madagascar, Malawi, Malaysia, Maldives, Mali, Malta, Mauritius, Mexico, Morocco, Namibia, Nepal, Netherlands, Netherlands Antilles, New Zealand, Nicaragua, Niger, Nigeria, Norway, Oman, Pakistan, Panama, Papua New Guinea, Paraguay, Peru, Philippines, Poland, Portugal, Romania, Rwanda, Saint Kitts and Nevis, Saint Lucia, Saint Vincent and the Grenadines, Senegal, Seychelles, Sierra Leone, Singapore, Solomon Islands, Somalia, South Africa, South Korea, Spain, Sri Lanka, Sudan, Suriname, Swaziland, Sweden, Switzerland, Syria, Tanzania, Thailand, Togo, Tonga, Trinidad and Tobago, Tunisia, Turkey, Uganda, United Arab Emirates, United Kingdom, United States, Uruguay, Vanuatu, Venezuela, Zambia, Zimbabwe | Government Entity: Central Government Consolidated Accounts | International Monetary Fund Subject: DEFICIT/SURPLUS, 1972 - 1989. Data-Planet™ Statistical Datasets by Conquest Systems, Inc. Dataset-ID: 056-005-001 Dataset: Reports annual deficits or surpluses for central, state or province, and local levels of government. Where available, central government deficits or surpluses are separated for budgetary funds, extrabudgetary funds, and social security accounts. The deficit/surplus for central government consolidated accounts is also reported, along with the amount of total financing required by the central government to meet obligations. The deficit or surplus is defined as revenue plus grants received less expenditure less lending minus repayments. A government deficit thus represents the portion of expenditure and lending that exceeds receipts and which the government covers by undertaking obligations for future repayment and/or running down its liquidity holdings. A government surplus represents the excess of revenue, grants, and loan repayment receipts over expenditure and lending, which the government allocates to reducing its obligations for future repayment and/or building up its liquidity holdings. Total financing represents the sum of net borrowing by the government, plus the net decrease in government cash, deposits, and securities held for liabilities purposes. Total financing is equal in amount to the deficit/surplus but carries the opposite sign. This statistic thus measures whether the government meets the costs of expenditure and lending activities undertaken for public policy purposes with receipts, without increasing its obligations for future repayment or running down its liquidity holdings, thus providing a comprehensive view of a government's overall financial position. The database provides time-series data of annual deficit/surplus or total financing, revenues or grants, expenditures, lending minus repayments, domestic financing, foreign financing, domestic debt or total debt, and foreign debt of governments for 149 countries, 1972 to 1989, as available for International Monetary Fund member countries and other reporting entities. (For 1990-forward data, see the Government Finance Statistics database.) Annual data are supplied for central, state or province, and local levels of government. Data are in national currencies with the major components and expenditures on education, health, social security and agriculture shown also as a percentage of gross domestic product (GDP). The dataset provides internationally comparable data on national finances and fiscal policies. Data for the Government Finance Statistics are obtained primarily by means of a questionnaire distributed to IMF member governments, and utilize a cash-based system. http://www.imf.org/external/pubs/cat/longres.cfm?sk=18674.0 Category: Government and Politics, International Relations and Trade Subject: State Government, Local Government, Budget Deficits, Public Finance, Federal Budget, Government Spending, Budgets, Federal Government Source: International Monetary Fund Headquartered in Washington, DC, the International Monetary Fund (IMF) was conceived at a United Nations conference convened in Bretton Woods, New Hampshire, United States, in July 1944. The 44 governments represented at that conference sought to build a framework for economic cooperation that would avoid a repetition of the vicious circle of competitive devaluations that had contributed to the Great Depression of the 1930s. As of 2015, the IMF has 188 member countries. Its primary purpose is to ensure the stability of the international monetary system, specifically the system of exchange rates and international payments that enables countries (and their citizens) to transact with one other. This system is essential for promoting sustainable economic growth, increasing living standards, and reducing poverty. The Fund’s mandate has recently been clarified and updated to cover the full range of macroeconomic and financial sector issues that bear on global stability. The IMF is a specialized independent agency of the United Nations but has its own charter, governing structure, and finances. Its members are represented through a quota system broadly based on their relative size in the global economy. http://www.imf.org/
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.005 | 0.014 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.005 | 0.004 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.085 | 0.118 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".