2024-05-02 Cayman Islands Dollar News
2024-05-01
Summary of Yesterday
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
Overall Trend
The overall trend of the exchange rate data indicates that the rate is highly volatile throughout the given period. However, there are times when it is stable for a while before moving in either direction. The data begins at 1.64275 and ends at 1.65344, which indicates a slight incline, though there are many fluctuations in between.
Seasonality or Recurring Patterns
In this time series, there doesn't appear to be an easily identifiable seasonal or recurring trend. The fluctuations are more chaotic than cyclical. The highest value is 1.65479 and lowest is 1.64164. Though less clear, a very subtle pattern occurs, where the exchange rate tends to dip and rise back in a rough 5-hour period. This suggests that the market may be subject to variabilities on a near intraday basis.
Outliers
There are a few instances where the exchange rate has severe drops or spikes in a relatively short amount of time, such as the moment between '2024-05-01 06:20:02,1.64164' and '2024-05-01 06:25:02,1.65245', which shows a sudden increase in the exchange rate. These can be considered as outliers as these instances are not in line with the general small fluctuations and the subtle intraday cycle observed in the overall data set.
This dataset represents a typical financial time series data which are known for their characteristic high volatility, noise, and complex structure, making the identification of outliers a non-trivial task.
Once again, since this data represents a short period of time (24 hours), it would be somewhat difficult to accurately determine overall trends and seasonalities due to the inherent volatility in exchange rates.