Summary of Last Week
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
- Standard Deviation:
Understanding the Overall Trend: General Outlook of the Exchange Rates
From the raw data provided, it is apparent that the exchange rates of CUC (presumably a currency code) experience both increases and decreases within the period. Presently, without the benefit of generating a chart, it's not straightforward to conclusively state whether the general trend of the exchange rate is increasing, decreasing, or remaining stable. A further detailed time series analysis or a graphical depiction would be needed to accurately determine this.
Identifying Seasonality or Recurring Patterns
In the case of seasonality or recurring patterns, this too would require a visual representation of data or a detailed statistical analysis. Time series decomposition could be a beneficial approach in this scenario. It could help to break down the time series data into its constituent components, i.e., seasonal, trend, and noise (random) components. Just with this text-based data, it's challenging to identify any distinct seasonality or recurring patterns.
Noting Any Outliers
Detection of outliers (values that may deviate significantly from other observations) is typically done via methods like box plots, scatter plots, Z-score, or the IQR method. Utilizing these techniques, we can visually detect the data points that deviate from the normal exchange rates over the period or statistically calculate the extreme values. Again, this task would require a more detailed analysis or graphic representation in the context of this raw data.
Please note that this analysis is entirely based on the available 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, which may significantly affect the exchange rates. Furthermore, this analysis does not predict future exchange rates but rather helps to understand the past behavior of the CUC exchange rate.