Brazilian Soccer Data

This dataset consists of collecting the history and current data of all the most important competitions that Brazilian teams compete, the principal competitions are:

• Brasileirão(Brazilian soccer league)
• Libertatodes(Principal South america Competition)
• Sudamericana(South American secondary competition)
• Copa do Brasil(Brazilian Cup)

Next Steps: - structure the collection of the games of the sudamericana - Gather data from the main state championships(SP, RJ, MG, RS) - Gather more data from these championships, such as match statistics

Any questions or suggestions are welcome, feel free to collaborate on the github repository

This dataset provides information on notifications of confirmed cases of Malaria. The data used in this study is derived from compulsory notifications stored in the Malaria Epidemiological Surveillance Information System (SIVEP-Malaria), covering the period from 2003 to 2022. By making this dataset available, it is expected that researchers will be better equipped to develop effective strategies to mitigate and eradicate malaria in the region. Specifically, the dataset has been constructed for use in time series modeling and training/testing of machine learning and deep learning models. This dataset consists of two CSV files: the "data set.csv" file contains the pre-processed dataset itself, while the "attributes.csv" file contains information about each attribute present in the dataset.

Brazil BR: GDP: Linked Series data was reported at 10,856,112.279 BRL mn in 2023. This records an increase from the previous number of 10,079,676.679 BRL mn for 2022. Brazil BR: GDP: Linked Series data is updated yearly, averaging 2,564,856.430 BRL mn from Dec 1990 (Median) to 2023, with 34 observations. The data reached an all-time high of 10,856,112.279 BRL mn in 2023 and a record low of 11.549 BRL mn in 1990. Brazil BR: GDP: Linked Series data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s Brazil – Table BR.World Bank.WDI: Gross Domestic Product: Nominal. GDP is the sum of gross value added by all resident producers in the economy plus any product taxes and minus any subsidies not included in the value of the products. It is calculated without making deductions for depreciation of fabricated assets or for depletion and degradation of natural resources. This series has been linked to produce a consistent time series to counteract breaks in series over time due to changes in base years, source data and methodologies. Thus, it may not be comparable with other national accounts series in the database for historical years. Data are in current local currency.;World Bank staff estimates based on World Bank national accounts data archives, OECD National Accounts, and the IMF WEO database.;;

Brazil Treasury Direct Program: Issuances: National Treasury Notes Series B: Principal data was reported at 690.060 BRL mn in Apr 2019. This records an increase from the previous number of 572.383 BRL mn for Mar 2019. Brazil Treasury Direct Program: Issuances: National Treasury Notes Series B: Principal data is updated monthly, averaging 335.407 BRL mn from Jan 2012 (Median) to Apr 2019, with 88 observations. The data reached an all-time high of 1,380.247 BRL mn in May 2015 and a record low of 65.864 BRL mn in Sep 2013. Brazil Treasury Direct Program: Issuances: National Treasury Notes Series B: Principal data remains active status in CEIC and is reported by National Treasury Secretariat. The data is categorized under Brazil Premium Database’s Government and Public Finance – Table BR.FC025: Treasury Direct Program: Issuances and Redemptions. This data is part of the Monthly Report of Federal Public Debt from National Treasury. Displays information about emissions, redemptions, stock, maturity profile and average cost to the Federal Public Debt, including both the internal and external debts, responsibility of the National Treasury market. National Treasury Notes Series B (NTN-B)

Dataset

This dataset was created by Sidnei Paniago

Released under Database: Open Database, Contents: Database Contents

Contents

BACKGROUND Fluctuations in climate have been associated with variations in mosquito abundance. OBJECTIVES To analyse the influence of precipitation, temperature, solar radiation, wind speed and humidity on the oviposition dynamics of Aedes aegypti in three distinct environmental areas (Brasília Teimosa, Morro da Conceição/Alto José do Pinho and Dois Irmãos/Pintos) of the city of Recife and the Fernando de Noronha Archipelago northeastern Brazil. METHODS Time series study using a database of studies previously carried out in the areas. The eggs were collected using spatially distributed geo-referenced sentinel ovitraps (S-OVTs). Meteorological satellite data were obtained from the IRI climate data library. The association between meteorological variables and egg abundance was analysed using autoregressive models. FINDINGS Precipitation was positively associated with egg abundance in three of the four study areas with a lag of one month. Higher humidity (β = 45.7; 95% CI: 26.3 - 65.0) and lower wind speed (β = −125.2; 95% CI: −198.8 - −51.6) were associated with the average number of eggs in the hill area. MAIN CONCLUSIONS The effect of climate variables on oviposition varied according to local environmental conditions. Precipitation was a main predictor of egg abundance in the study settings.

Brazil BR: GDP: Deflator: Linked Series data was reported at 243.416 2010=100 in 2023. This records an increase from the previous number of 232.581 2010=100 for 2022. Brazil BR: GDP: Deflator: Linked Series data is updated yearly, averaging 76.620 2010=100 from Dec 1990 (Median) to 2023, with 34 observations. The data reached an all-time high of 243.416 2010=100 in 2023 and a record low of 0.001 2010=100 in 1990. Brazil BR: GDP: Deflator: Linked Series data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s Brazil – Table BR.World Bank.WDI: Gross Domestic Product: Nominal. The GDP implicit deflator is calculated as the ratio of GDP in current local currency to GDP in constant local currency. This series has been linked to produce a consistent time series to counteract breaks in series over time due to changes in base years, source data and methodologies. Thus, it may not be comparable with other national accounts series in the database for historical years. The base year varies by country.;World Bank staff estimates based on World Bank national accounts data archives, OECD National Accounts, and the IMF WEO database.;;

Dataset

This dataset was created by Sidnei Paniago

Released under Database: Open Database, Contents: Database Contents

Contents

Brazil BR: GDP: Market Price: Linked Series data was reported at 7,447,858.250 BRL mn in 2020. This records an increase from the previous number of 7,407,023.573 BRL mn for 2019. Brazil BR: GDP: Market Price: Linked Series data is updated yearly, averaging 2,064,167.858 BRL mn from Dec 1989 (Median) to 2020, with 32 observations. The data reached an all-time high of 7,447,858.250 BRL mn in 2020 and a record low of 0.426 BRL mn in 1989. Brazil BR: GDP: Market Price: Linked Series data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s Brazil – Table BR.World Bank.WDI: Gross Domestic Product: Nominal. GDP at purchaser's prices is the sum of gross value added by all resident producers in the economy plus any product taxes and minus any subsidies not included in the value of the products. It is calculated without making deductions for depreciation of fabricated assets or for depletion and degradation of natural resources. This series has been linked to produce a consistent time series to counteract breaks in series over time due to changes in base years, source data and methodologies. Thus, it may not be comparable with other national accounts series in the database for historical years. Data are in current local currency.; ; World Bank staff estimates based on World Bank national accounts data archives, OECD National Accounts, and the IMF WEO database.; ;

Brazil Exports: Coffee data was reported at 413.683 USD mn in Aug 2020. This records an increase from the previous number of 375.442 USD mn for Jul 2020. Brazil Exports: Coffee data is updated monthly, averaging 194.202 USD mn from Jan 1970 (Median) to Aug 2020, with 608 observations. The data reached an all-time high of 883.821 USD mn in Oct 2011 and a record low of 12.798 USD mn in Oct 1977. Brazil Exports: Coffee data remains active status in CEIC and is reported by Special Secretariat for Foreign Trade and International Affairs. The data is categorized under Global Database’s Brazil – Table BR.JAB014: Exports: Principal Commodities: Value (Discontinued). Foreign Trade Secretariat started to adopt only international product classifications maintained by the UN. Both the Factor Aggregate and Product Group classification do not have a clear methodology, do not have national (IBGE) and international (UN) comparability and do not have revisions, preserving distortions in relation to the Harmonized System and changes in the Brazilian agenda. The related series had been reclassified to Economic Activity classification.

Brazil BR: Gross National Income: Linked Series data was reported at 10,527,204.768 BRL mn in 2023. This records an increase from the previous number of 9,800,443.374 BRL mn for 2022. Brazil BR: Gross National Income: Linked Series data is updated yearly, averaging 2,505,819.306 BRL mn from Dec 1990 (Median) to 2023, with 34 observations. The data reached an all-time high of 10,527,204.768 BRL mn in 2023 and a record low of 11.242 BRL mn in 1990. Brazil BR: Gross National Income: Linked Series data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s Brazil – Table BR.World Bank.WDI: Gross Domestic Product: Nominal. GNI (formerly GNP) is the sum of value added by all resident producers plus any product taxes (less subsidies) not included in the valuation of output plus net receipts of primary income (compensation of employees and property income) from abroad. This series has been linked to produce a consistent time series to counteract breaks in series over time due to changes in base years, source data and methodologies. Thus, it may not be comparable with other national accounts series in the database for historical years. Data are in local currency, at current prices.;World Bank staff estimates based on World Bank national accounts data archives, OECD National Accounts, and the IMF WEO database.;;

Brazil Domestic Federal Public Debt: National Treasury Notes Series F: Funds data was reported at 24.105 BRL bn in Apr 2019. This records a decrease from the previous number of 31.287 BRL bn for Mar 2019. Brazil Domestic Federal Public Debt: National Treasury Notes Series F: Funds data is updated monthly, averaging 20.826 BRL bn from Feb 2011 (Median) to Apr 2019, with 99 observations. The data reached an all-time high of 33.395 BRL bn in Aug 2011 and a record low of 4.959 BRL bn in Mar 2014. Brazil Domestic Federal Public Debt: National Treasury Notes Series F: Funds data remains active status in CEIC and is reported by National Treasury Secretariat. The data is categorized under Brazil Premium Database’s Government and Public Finance – Table BR.FC009: Federal Public Debt: Held by the Public: Domestic: Holders Participation: by Securities.

Brazil Treasury Direct Program: Issuances: National Treasury Notes Series F data was reported at 90.536 BRL mn in Apr 2019. This records a decrease from the previous number of 123.264 BRL mn for Mar 2019. Brazil Treasury Direct Program: Issuances: National Treasury Notes Series F data is updated monthly, averaging 21.819 BRL mn from Jan 2012 (Median) to Apr 2019, with 88 observations. The data reached an all-time high of 123.264 BRL mn in Mar 2019 and a record low of 7.404 BRL mn in Apr 2015. Brazil Treasury Direct Program: Issuances: National Treasury Notes Series F data remains active status in CEIC and is reported by National Treasury Secretariat. The data is categorized under Brazil Premium Database’s Government and Public Finance – Table BR.FC025: Treasury Direct Program: Issuances and Redemptions. This data is part of the Monthly Report of Federal Public Debt from National Treasury. Displays information about emissions, redemptions, stock, maturity profile and average cost to the Federal Public Debt, including both the internal and external debts, responsibility of the National Treasury market.

Brazil BR: Inflation:(GDP) Gross Domestic ProductDeflator: Linked Series data was reported at 4.659 % in 2023. This records a decrease from the previous number of 8.570 % for 2022. Brazil BR: Inflation:(GDP) Gross Domestic ProductDeflator: Linked Series data is updated yearly, averaging 7.977 % from Dec 1990 (Median) to 2023, with 34 observations. The data reached an all-time high of 2,736.971 % in 1990 and a record low of 3.671 % in 2017. Brazil BR: Inflation:(GDP) Gross Domestic ProductDeflator: Linked Series data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s Brazil – Table BR.World Bank.WDI: Inflation. Inflation as measured by the annual growth rate of the GDP implicit deflator shows the rate of price change in the economy as a whole. This series has been linked to produce a consistent time series to counteract breaks in series over time due to changes in base years, source data and methodologies. Thus, it may not be comparable with other national accounts series in the database for historical years.;World Bank staff estimates based on World Bank national accounts data archives, OECD National Accounts, and the IMF WEO database.;;

Brazil Treasury Direct Program: Redemptions: Buyback: National Treasury Notes Series F data was reported at 33.274 BRL mn in Apr 2019. This records a decrease from the previous number of 35.312 BRL mn for Mar 2019. Brazil Treasury Direct Program: Redemptions: Buyback: National Treasury Notes Series F data is updated monthly, averaging 16.432 BRL mn from Jan 2012 (Median) to Apr 2019, with 88 observations. The data reached an all-time high of 70.661 BRL mn in Oct 2018 and a record low of 5.847 BRL mn in Mar 2014. Brazil Treasury Direct Program: Redemptions: Buyback: National Treasury Notes Series F data remains active status in CEIC and is reported by National Treasury Secretariat. The data is categorized under Brazil Premium Database’s Government and Public Finance – Table BR.FC025: Treasury Direct Program: Issuances and Redemptions. This data is part of the Monthly Report of Federal Public Debt from National Treasury. Displays information about emissions, redemptions, stock, maturity profile and average cost to the Federal Public Debt, including both the internal and external debts, responsibility of the National Treasury market.

Brazil BR: GDP: Final Consumption Expenditure: Households and NPISHs: Linked Series data was reported at 6,875,022.499 BRL mn in 2023. This records an increase from the previous number of 6,356,657.663 BRL mn for 2022. Brazil BR: GDP: Final Consumption Expenditure: Households and NPISHs: Linked Series data is updated yearly, averaging 1,542,485.778 BRL mn from Dec 1990 (Median) to 2023, with 34 observations. The data reached an all-time high of 6,875,022.499 BRL mn in 2023 and a record low of 6.849 BRL mn in 1990. Brazil BR: GDP: Final Consumption Expenditure: Households and NPISHs: Linked Series data remains active status in CEIC and is reported by World Bank. The data is categorized under Global Database’s Brazil – Table BR.World Bank.WDI: Gross Domestic Product: Nominal. Household final consumption expenditure (formerly private consumption) is the market value of all goods and services, including durable products (such as cars, washing machines, and home computers), purchased by households. It excludes purchases of dwellings but includes imputed rent for owner-occupied dwellings. It also includes payments and fees to governments to obtain permits and licenses. Here, household consumption expenditure includes the expenditures of nonprofit institutions serving households, even when reported separately by the country. This series has been linked to produce a consistent time series to counteract breaks in series over time due to changes in base years, source data and methodologies. Thus, it may not be comparable with other national accounts series in the database for historical years. Data are in local currency, at current prices.;World Bank staff estimates based on World Bank national accounts data archives, OECD National Accounts, and the IMF WEO database.;;

Brazil Treasury Direct: Balance: Flow: Redemptions: National Treasury Notes Series C data was reported at 2.139 BRL mn in Apr 2019. This records an increase from the previous number of 0.013 BRL mn for Mar 2019. Brazil Treasury Direct: Balance: Flow: Redemptions: National Treasury Notes Series C data is updated monthly, averaging 0.624 BRL mn from Jan 2002 (Median) to Apr 2019, with 208 observations. The data reached an all-time high of 66.148 BRL mn in Dec 2005 and a record low of 0.000 BRL mn in Mar 2014. Brazil Treasury Direct: Balance: Flow: Redemptions: National Treasury Notes Series C data remains active status in CEIC and is reported by National Treasury Secretariat. The data is categorized under Brazil Premium Database’s Government and Public Finance – Table BR.FC026: Treasury Direct Program: Flow: Sales, Repurchases, Maturity, Redemptions and Net Sales. This data is part of the Balance of Treasury Direct. Displays information on the Treasury Direct program. On balance it is possible to see statistics about sales, buybacks, evolution and stock listing, number of registered investors and more profitable titles in the month.

Brazil Treasury Direct: Balance: Flow: Net Sales: National Treasury Notes Series F data was reported at 57.262 BRL mn in Apr 2019. This records a decrease from the previous number of 87.952 BRL mn for Mar 2019. Brazil Treasury Direct: Balance: Flow: Net Sales: National Treasury Notes Series F data is updated monthly, averaging 3.405 BRL mn from Jan 2002 (Median) to Apr 2019, with 208 observations. The data reached an all-time high of 87.952 BRL mn in Mar 2019 and a record low of -220.504 BRL mn in Jan 2017. Brazil Treasury Direct: Balance: Flow: Net Sales: National Treasury Notes Series F data remains active status in CEIC and is reported by National Treasury Secretariat. The data is categorized under Brazil Premium Database’s Government and Public Finance – Table BR.FC026: Treasury Direct Program: Flow: Sales, Repurchases, Maturity, Redemptions and Net Sales. This data is part of the Balance of Treasury Direct. Displays information on the Treasury Direct program. On balance it is possible to see statistics about sales, buybacks, evolution and stock listing, number of registered investors and more profitable titles in the month.

Brazil Loans: Commerce Activity: General data was reported at 187.966 2000=100 in Feb 2017. This records a decrease from the previous number of 201.030 2000=100 for Jan 2017. Brazil Loans: Commerce Activity: General data is updated monthly, averaging 160.365 2000=100 from Jan 2000 (Median) to Feb 2017, with 206 observations. The data reached an all-time high of 313.917 2000=100 in Dec 2014 and a record low of 86.166 2000=100 in Feb 2000. Brazil Loans: Commerce Activity: General data remains active status in CEIC and is reported by Serasa Experian. The data is categorized under Brazil Premium Database’s Monetary – Table BR.KAB030: Loans: Commerce Activity: 2000=100. Measured by the amount of monthly consultations by the commercial database Serasa Experian establishments. Consultations (growth rates) are treated statistically by the method of trimmed weighted with 20% cut in the upper and lower extremities. The series of the indicator is constructed with rates of treated growth. The sample consists of about 6,000 shops and forefinger, starting in January 2000, is segmented into six branches of commercial activity. The indicators presented in this table specifically cover all the Brazilian territory and its results are divided By Commerce Activity witch are: General, Supermarkets, Hypermarkets Food and Beverage, Furniture, Appliances, Consumer Electronics and Computer, Fuel and Lubricants, Vehicles, Motorcycles and Parts, Textiles, Clothing, Footwear and Accessories and Construction Material. Indicador da atividade comercial medido, exclusivamente, pelo volume de consultas mensais realizadas pelos estabelecimentos comerciais à base de dados da Serasa Experian. As consultas (taxas de crescimentos) são tratadas estatisticamente pelo método das médias aparadas ponderadas com corte de 20% nas extremidades superiores e inferiores. Com as taxas de crescimento tratadas constrói-se a série do indicador. A amostra compõe-se de cerca de 6.000 estabelecimentos comerciais e o indicador, com início em janeiro de 2000, é segmentado em seis ramos de atividade comercial. Os indicadores apresentados nesta tabela cobrem especificamente todo o território brasileiro e seus resultados são divididos por Comércio Atividade sendo estas: Geral, Supermercados, Hipermercados alimentos e bebidas, móveis, eletrodomésticos, Eletrônicos e informática, combustíveis e lubrificantes, veículos, motos e peças , Têxteis, Vestuário, Calçados e Acessórios e material de Construção. Changed from 2000=100 to 2014=100 Replacement Series ID: 386579707

Brazil Federal Public Debt: Outstanding: Domestic: National Treasury: National Treasury Notes Series C data was reported at 81.647 BRL bn in Apr 2019. This records an increase from the previous number of 81.251 BRL bn for Mar 2019. Brazil Federal Public Debt: Outstanding: Domestic: National Treasury: National Treasury Notes Series C data is updated monthly, averaging 65.621 BRL bn from Jan 2006 (Median) to Apr 2019, with 160 observations. The data reached an all-time high of 86.622 BRL bn in Dec 2016 and a record low of 54.820 BRL bn in Apr 2008. Brazil Federal Public Debt: Outstanding: Domestic: National Treasury: National Treasury Notes Series C data remains active status in CEIC and is reported by National Treasury Secretariat. The data is categorized under Brazil Premium Database’s Government and Public Finance – Table BR.FC019: Federal Public Debt: Held by the Public and Central Bank: Outstanding. This data is part of the Monthly Report of Federal Public Debt from National Treasury. Displays information about emissions, redemptions, stock, maturity profile and average cost to the Federal Public Debt, including both the internal and external debts, responsibility of the National Treasury market. National Treasury Notes Series C (NTN-C)