2024-04-22 Brazilian Real News
2024-04-21
Summary of Last Week
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
Comprehensive Data Analysis: Exchange Rates (BRL) Time-series
Here is a comprehensive analysis of the provided dataset, indicating the changes in BRL exchange rates at different time stamps. Please note that this analysis only considers the data provided and does not account for external events such as market opening/closing hours, weekends/holidays, or the release of key financial news and reports:
1. Understanding the overall trend of the exchange rates
Based on the dataset, it can be observed that the exchange rates fluctuate over the given period. However, there are general trends that can be perceived. The BRL exchange rate started at around 0.27257 on 2024-03-22, and it appears to generally decrease over time towards 0.26423 on 2024-04-19. It seems as though the exchange rate has decreased by approximately 0.00834 over this period, indicating an overall downward trend.
2. Identifying any seasonality or recurring patterns
Whilst there is a somewhat evident overall downward trend, there may also be underlying cyclical patterns. These could be due to daily fluctuations or weekly trends but without concrete timestamps (e.g. days of the week), it is hard to affirm any specific seasonal pattern in the data. However, the daily fluctuations are quite evident. This could be likely due to the intraday trading volatility.
3. Noting any outliers or instances where the exchange rate differs significantly from the trend or seasonality
A few outliers can be observed in the data. These instances show significant divergence from the overall trend. For example, the exchange rate dropped to around 0.26159 on 2024-04-16, which is a significant decrease relative to the rates before and after this date. It is important to note that these outliers can be the result of several different factors – though this analysis specifically does not account for these external influences. Including these factors in future analyses could provide additional insights into why these outliers occur.
Overall, the exchange rate has shown a downward trend with daily fluctuations and occasional significant deviations from these patterns.