2024-05-09 Brazilian Real News
2024-05-08
Summary of Yesterday
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
1. Understanding the Overall Trend of the Exchange Rates
Upon analysis, the overall trend of the BRL exchange rate in the given dataset exhibits a subtle fluctuation, fluctuating mainly within the range of 0.269 - 0.271. The highest recorded exchange rate is 0.27144 (at timestamp 2024-05-08 07:00:02), while the lowest exchange rate stands at 0.26912 (at timestamp 2024-05-08 08:20:03). Moreover, the data does not show a clear trend of increasing or decreasing. Instead, the exchange rate largely seems to be stable, with some small periodic fluctuations.
2. Identifying Seasonality or Recurring Patterns
In terms of seasonality or recurring patterns, it is typically difficult to identify strict patterns in financial time series data. The given dataset does not span enough time to clearly establish any daily, weekly, or yearly seasonality in the BRL exchange rates. However, the minor fluctuations observed could be the result of regular trading behavior during different times of the day.
3. Noting Any Outliers
The data set does not appear to have significant outliers, which implies that the exchange rate values do not differ widely from the overall observed trend. However, the range of fluctuation does seem to widen slightly during specific periods (e.g., around the timestamp 2024-05-08 07:00:02), which could indicate a higher volatility during these times. Further analysis with a larger data set would be required to provide a more accurate evaluation of these possible outliers and volatility periods.
Overall, the provided dataset of BRL exchange rates over time show a stable rate with minor fluctuations. It does not highlight any clear trends, consistent seasonality, or significant outliers. However, with a more extended data set, further patterns and deviations might become more evident.