2024-04-16 Isle of Man Pound News
2024-04-15
Summary of Last Month
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
Sure, from a quick examination of your dataset, here are some findings and analyses:1. Overall Noticeable Trend
From an overall perspective, there is a minor upward trend in exchange rates over the time period shown in the data. This suggests a slight appreciation over time. It started at around 1.71343 and ended near 1.71925, even though it fluctuated in between and had some considerable dips.
2. Seasonality or Recurring Patterns
At this granularity of data (every 5 minutes), it is challenging to identify clear seasonality or recurring patterns just by examining the data. It would generally require more sophisticated time-series analysis techniques or statistical models to determine if there are cycles or patterns due to seasonality or time-series dependencies. Also, keep in mind that exchange rates can be influenced by many external factors (e.g., geopolitical events, economic news), which could add noise to any patterns.
3. Outliers & Significant Deviations
There are few instances where the exchange rate changes significantly within a very short time period. For instance, between 2024-04-15 20:20:03 and 2024-04-15 20:15:02, the rate jumped from 1.71812 to 1.71975. Such changes, highly noticeable in such a short time span, might be considered as outliers. However, more advanced outlier detection methods may be required to systematically identify all the outliers.
I hope this initial examination provides useful insights. Please let me know if you have any specific questions or if there's anything else you'd like me to focus on in this dataset.