2024-05-08 Cuban Peso News
2024-05-07
Summary of Yesterday
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
Understanding the overall trend
From the given data, it is observed that the exchange rates have experienced slight moderate fluctuations within the range of 0.05159 and 0.05192. A closer look at the data reveals a gradual increase. Specifically, the start time of the data showed an exchange rate at 0.05163, whereas, by the end of the time series data, the exchange rate has risen to 0.05192. Therefore, it can be stated that, overall, the exchange rate has shown a slight trend of increase over the period observed.
Identifying Seasonality or Recurring Patterns
Time series data often have some form of seasonality trends - which are recurring patterns or cycles which repeat over the specified period. In regards to the given dataset, due to the high-frequency nature of the data (every 5 minutes) and no clear cyclical changes within this data set, it is challenging to discern any distinct seasonality or recurring patterns purely from the observed exchange rates.
Outliers Observation
Outliers in a dataset are data points that significantly differ from other observations. They might be due to variability in the data or could be indicative of an experimental error. With the given high-frequency data, no significant outliers are observed, indicating that the exchange rates have maintained a successfully consistent range throughout the period under review with minor fluctuations.
Overall, the analysis shows a mild increasing trend in the exchange rates for the provided period with variations within a small range and no significant outliers or discernible seasonal patterns observed.