2024-05-06 Cuban Peso News
2024-05-05
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
Overall Trend Analysis
Analyzing the provided dataset, it appears that the exchange rate (CUP) has experienced a slight overall increase during the specified period. The lowest recorded rate is 0.05112 (on 2024-04-05) and the highest recorded is 0.05219 (on 2024-04-16). It indicates a general upward trend, although fluctuations are frequent, and it does not indicate a stable growth, rather a somewhat volatile trend.
Seasonality Analysis
Seasonality or specific patterns in the exchange rate data are not clearly visible from a high-level analysis of the available dataset. The rate fluctuations don't seem to follow a clear pattern that would suggest seasonality. However, it's worth mentioning that a more in-depth statistical analysis (like ARIMA models, Fourier Transform, etc.) would be necessary to conclusively determine the presence or absence of seasonality.
Outliers Analysis
Outliers, in this context, refer to the data points where the exchange rate deviated significantly from the overall trend identified above. The most noticeable changes appear between timestamps 2024-04-10 06:00:02(0.05116) and 2024-04-10 08:00:03(0.0515), the change was 0.00034, and between 2024-04-30 14:00:03(0.05193) and 2024-05-03 08:00:03(0.05143), the change was -0.0005. The magnitude of these changes in a relatively short time could make these instances potential outliers. It is worth conducting further analysis on the surrounding conditions or events that might have triggered these abrupt rate changes.
Considerations and Limitations
- This analysis is exclusively based on historical exchange rate data and does not take into account external factors like market opening/closing hours, weekends/holidays, or the release of key financial news and reports.
- The results mentioned are based on high-level observational analysis and do not employ advanced statistical or econometric modelling techniques, which might reveal deeper insights.
- No prediction has been made for the future trend of the exchange rates as it was outside of the scope for this analysis.