Brazil's main stock market index, the IBOVESPA, fell to 135913 points on August 8, 2025, losing 0.45% from the previous session. Over the past month, the index has declined 1.14%, though it remains 4.06% higher than a year ago, according to trading on a contract for difference (CFD) that tracks this benchmark index from Brazil. Brazil Stock Market (BOVESPA) - values, historical data, forecasts and news - updated on August of 2025.

This package contains the datasets and source codes used in the PhD thesis entitled Predicting the Brazilian stock market using sentiment analysis, technical indicators and stock prices. The following files are included: File Labeled.zip - financial news labeled in two classes (Positive and Negative), organized to train Sentiment Analysis models. Part of these news were initially presented in [1]. Besides the news in this file, in the related PhD thesis the training dataset was complemented with the labeled news presented in [2]. File Unlabeled.zip - general unlabeled financial news collected during the period 2010-2020 from the following online sources: G1, Folha de São Paulo and Estadão. This file contains news from the Bovespa index and from the following companies: Banco do Brasil, Itau, Gerdau and Ambev. File Stocks.zip - stock prices from the companies Banco do Brasil, Itau, Gerdau, Ambev, and the Bovespa index. The considered period ranges from 2010 to 2020. File Models.zip - contains the source codes of the models used in the PhD thesis (i.e., Multilayer Perceptron, Long Short-Term Memory, Bidirectional Long Short-Term Memory, Convolutional Neural Network, and Support Vector Machines). File Utils.zip - contains the source codes of the preprocessing step designed for the methodology of this work (i.e., load data and generate the word embeddings), alongside with stocks manipulation, and investment evaluation. [1] Carosia, A. E. D. O., Januário, B. A., da Silva, A. E. A., & Coelho, G. P. (2021). Sentiment Analysis Applied to News from the Brazilian Stock Market. IEEE Latin America Transactions, 100. DOI: 10.1109/TLA.2022.9667151 [2] MARTINS, R. F.; PEREIRA, A.; BENEVENUTO, F. An approach to sentiment analysis of web applications in portuguese. Proceedings of the 21st Brazilian Symposium on Multimedia and the Web, ACM, p. 105–112, 2015. DOI: 10.1145/2820426.2820446

ABSTRACT How investors impound qualitative information released by the media into prices, especially in a less efficient market such as Brazil, helps understand the types of news most sensitive to investors. This study investigates the relationship between the content of the daily editions of specialized financial media in Brazil, captured by a metric of textual tone, and returns and volatility of market indexes. Our database contains 1,237 daily editions of the newspaper “Valor Econômico,” between 01/02/2012 and 12/30/2016. The results indicate that the market put more weight on the words “uncertainty” and “negative” in the news. “Uncertainty” has negative relation to current market-returns and weak evidence that news with “negative” terms have positive associations with current market-volatility. The evidences obtained point to the existence of informative content in the news pub lished by specialized media in Brazil, especially with the words “negative” and “uncertainty.”

Banco Santander Brazil reported BRL86.48B in Market Capitalization this August of 2025, considering the latest stock price and the number of outstanding shares.Data for Banco Santander Brazil | SANB11 - Market Capitalization including historical, tables and charts were last updated by Trading Economics this last August in 2025.

The Brazilian newspaper market was estimated at $6.2B in 2024, remaining relatively unchanged against the previous year. The market value increased at an average annual rate of +2.7% over the period from 2012 to 2024; however, the trend pattern indicated some noticeable fluctuations being recorded in certain years. Over the period under review, the market hit record highs at $6.6B in 2022; however, from 2023 to 2024, consumption remained at a lower figure.

Brazil Sports Nutrition Market is anticipated to grow at a CAGR of around 4.6% during the forecast period 2027.

The Gross Domestic Product (GDP) in Brazil expanded 1.40 percent in the first quarter of 2025 over the previous quarter. This dataset provides - Brazil GDP Growth Rate - actual values, historical data, forecast, chart, statistics, economic calendar and news.

Discover the expanding landscape of the Brazil Tire Market, projected to experience steady growth with an estimated CAGR of approximately 2.5% throughout the forecast period from 2024 to 2030.

Comprehensive dataset of 2,926 Newspaper publishers in Brazil as of July, 2025. Includes verified contact information (email, phone), geocoded addresses, customer ratings, reviews, business categories, and operational details. Perfect for market research, lead generation, competitive analysis, and business intelligence. Download a complimentary sample to evaluate data quality and completeness.

Explore how Brazil and Colombia are shaping the global coffee industry with their significant production and exports, as highlighted in recent USDA reports.

The Brazil 5G Smartphone Market is projected to grow by around XX% CAGR over the next few years.

Cyrela Brazil Realty S/A reported BRL9.39B in Market Capitalization this August of 2025, considering the latest stock price and the number of outstanding shares.Data for Cyrela Brazil Realty S/A | CYRE3 - Market Capitalization including historical, tables and charts were last updated by Trading Economics this last August in 2025.

Comprehensive dataset of 396 Classified ads newspaper publishers in Brazil as of July, 2025. Includes verified contact information (email, phone), geocoded addresses, customer ratings, reviews, business categories, and operational details. Perfect for market research, lead generation, competitive analysis, and business intelligence. Download a complimentary sample to evaluate data quality and completeness.

Modern processes of globalization and improvement of production and logistics processes stimulate the development of exotic product markets. For example, if earlier Brazil nuts were strictly a local commodity, now they are gaining popularity. The striving of the population towards healthy nutrition, along with doctors' recommendations to include nutritious foods in the diet have been important factors in driving the growth on the brazil nut market in Brazil. Brazil nuts, valuable for their high content of selenium, are often recommended for a balanced diet.

In January 2024, Record News was the most-viewed TV news channel in Brazil, with a rating of **** points. It is the only one of the five channels in the data set that is also available on free-to-air television. GloboNews ranked second with **** points. According to the source, each point corresponds to ******* households across Brazil's ** largest advertising markets. Therefore, Record News reached about **** thousand households within those areas, while GloboNews reached approximately **** thousand households.

Brazil Production: Printing & Records: Printing: Newspaper, Books, Magazine & Other Periodicals: Textbooks for the Market (excl for Government Programs), Custom Printed data was reported at 366,715.266 BRL th in 2022. This records a decrease from the previous number of 427,724.913 BRL th for 2021. Brazil Production: Printing & Records: Printing: Newspaper, Books, Magazine & Other Periodicals: Textbooks for the Market (excl for Government Programs), Custom Printed data is updated yearly, averaging 126,377.293 BRL th from Dec 2007 (Median) to 2022, with 16 observations. The data reached an all-time high of 427,724.913 BRL th in 2021 and a record low of 46,395.000 BRL th in 2011. Brazil Production: Printing & Records: Printing: Newspaper, Books, Magazine & Other Periodicals: Textbooks for the Market (excl for Government Programs), Custom Printed data remains active status in CEIC and is reported by Brazilian Institute of Geography and Statistics. The data is categorized under Brazil Premium Database’s Industrial Sector – Table BR.BAA068: Industrial Production: CNAE 2.0.

As of February 2024, 35 percent of news users from Brazil reported following news accounts on social media. Brazil held the lowest share of news users following mainstream news outlets out of the five regions considered, whereas less than half of news users surveyed in the United Kingdom followed alternative news sources.

Comprehensive dataset of 35 Classified ads newspaper publishers in State of Paraná, Brazil as of July, 2025. Includes verified contact information (email, phone), geocoded addresses, customer ratings, reviews, business categories, and operational details. Perfect for market research, lead generation, competitive analysis, and business intelligence. Download a complimentary sample to evaluate data quality and completeness.

Comprehensive dataset of 31 Classified ads newspaper publishers in State of Rio de Janeiro, Brazil as of July, 2025. Includes verified contact information (email, phone), geocoded addresses, customer ratings, reviews, business categories, and operational details. Perfect for market research, lead generation, competitive analysis, and business intelligence. Download a complimentary sample to evaluate data quality and completeness.

Comprehensive dataset of 22 Classified ads newspaper publishers in State of Bahia, Brazil as of July, 2025. Includes verified contact information (email, phone), geocoded addresses, customer ratings, reviews, business categories, and operational details. Perfect for market research, lead generation, competitive analysis, and business intelligence. Download a complimentary sample to evaluate data quality and completeness.