2024-05-03 Saint Helena Pound News
2024-05-02
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 Analysis
From the given time-series data, the overall trend of the exchange rates (SHP) seems to exhibit minor fluctuations over a given time period. The exchange rates tend to display a downward trend with minor increases periodically. However, we see that the general trend of the exchange rate over the given duration seems to stabilize slightly towards the end of our data. It's easier to make this assessment by plotting the data on a time-series graph.
Seasonality and Recurring patterns
Based on the provided data, no clear seasonality or recurring patterns are immediately evident within this time frame. The exchange rates seem to experience frequent ups and downs throughout the day, however, these changes don't appear to follow a strict or predictable pattern. But, more detailed analysis or larger dataset might unveil some hidden patterns or seasonality.
Outliers Identification
Regarding outliers, as per the data provided there's no significant spike or drop in exchange rates which would suggest the presence of an outlier. The rates generally seem to stay within the same approximate range, with typical variations likely caused by standard market volatility. A more detailed investigation can be carried out using statistical methods for outlier detections like Z-score, IQR method, etc.
In conclusion, the above analysis provides a high-level overview of the exchange rate fluctuations in the time period given in this data. For a precise analysis and uncovering more details about the dataset, sophisticated machine learning models and statistical assessment can be used.
