2024-05-01 Cuban Peso News
2024-04-30
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 Overall Trend of Exchange Rates
After carefully reviewing and plotting the provided time-series data, the overall trend of the exchange rate seems to have a slight positive (upward) trajectory. This means that the exchange rate of the currency (CUP) has gradually increased over the given period. However, the rise is quite modest, and it also experiences periods of stability.
2. Identifying Seasonality or Recurring Patterns
In terms of seasonality or recurring patterns, significant daily seasonality cannot be detected from the provided data set. The fluctuations seem relatively even across different times of the day. However, additional data with longer timespan (e.g. weekly, monthly, or yearly data) might be needed to identify any underlying seasonality or cyclic behavior more clearly.
3. Noting Any Outliers
Regarding outliers in the dataset, there are no extreme values or drastic and sudden changes in the exchange rates within the data set. The variations in the exchange rate are quite consistent and follow a general trend without a particular instance where the change in rate is significantly different from the rest. This shows a higher degree of stability in the exchange rate changes over the given period.
Additional Analysis
While this report meets your current requirements, further detailed analysis could be beneficial in many ways. Incorporation of external factors such as market opening/closing hours, weekends/holidays, or the release of key financial news and reports can help provide a more holistic view of exchange rate movements. Furthermore, applying predictive modeling techniques can provide useful forecasts for future rates, aiding in strategic decision-making processes from a financial perspective. However, these have not been included as per your current requirements.