Brazil Stock Market Based on Machine Learning: Returns up to 6.11% in 3 Days

Brazil Stock Market

This Bovespa Stock forecast was generated by the I Know First Algorithm through its analysis of Brazil stock market data and is part of the By Country Package. The full forecast includes daily predictions for a total of 20 stocks with bullish and bearish signals:

  • Top 10 Bovespa stocks for the long position
  • Top 10 Bovespa stocks for the short position


Package Name: Bovespa
Recommended Positions: Long
Forecast Length: 3 Days (11/27/2020 – 12/1/2020)
I Know First Average: 2.03%
Brazil Stock Market
Brazil Stock Market chart

During the 3 Days forecasted period several picks in the Bovespa Package saw significant returns. The algorithm had correctly predicted 7 out 10 returns. The top-performing prediction in this forecast was VALE3.SA, which registered a return of 6.11%. Further notable returns came from CMIG4.SA and BRAP4.SA at 5.2% and 4.45%, respectively. The package had an overall average return of 2.03%, providing investors with a 0.97% premium over the Bovespa’s return of 1.06% during the period.

Vale S.A. is a global producer of iron ore and iron ore pellets, key raw materials for steelmaking, and producer of nickel. The Company also produces copper, metallurgical and thermal coal, potash, phosphates and other fertilizer nutrients, manganese ore, ferroalloys, platinum group metals, gold, silver and cobalt. The Company’s segments include Ferrous minerals, which comprises the production and extraction of ferrous minerals, as iron ore fines, iron ore pellets and its logistic services, manganese and ferroalloys and others ferrous products and services; Coal, which comprises the extraction of metallurgical and thermal coal and its logistic services; Base metals, which includes the production and extraction of non-ferrous minerals, and are presented as nickel and its byproducts, and copper (copper concentrated), and Others, which comprises sales and expenses of other products, services and investments in joint ventures and associate in other business.

Algorithmic traders utilize these daily forecasts by the I Know First market prediction system as a tool to enhance portfolio performance, verify their own analysis and act on market opportunities faster. This forecast was sent to current I Know First subscribers.

How to interpret this diagram

Algorithmic Stock Forecast: The table on the left is a stock forecast produced by I Know First’s algorithm. Each day, subscribers receive forecasts for six different time horizons. Note that the top 10 stocks in the 1-month forecast may be different than those in the 1-year forecast. In the included table, only the relevant stocks have been included. The boxes are arranged according to their respective signal and predictability values (see below for detailed definitions). A green box represents a positive forecast, suggesting a long position, while a red represents a negative forecast, suggesting a short position.

Please note-for trading decisions use the most recent forecast. Get today’s forecast and Top stock picks.