Significant Fluctuations in XDR Exchange Rate Observed in May 2024
2024-05-06
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
1. Overall Trend Analysis
The exchange rate data provided ranges from 1.80426 to 1.80928. It's clear that the XDR exchange rate doesn't maintain a stable pattern but fluctuates within this range. However, upon initial analysis, it seems there's a slight gradual increase in the exchange rate over the period shown.
2. Seasonality and Recurring Patterns
With a time series data set such as this, it's possible to identify seasonality or recurring patterns. However, due to the short duration of this data set (covers only 1 day) and without information about repetitive actions which could cause such patterns (e.g., opening/closing of markets or recurring financial announcements), it's difficult to draw a firm conclusion about any seasonality within this specific dataset. Nevertheless, when looking at the period of the highest exchange rate (between 23:30 and 23:59), it's possible that there might be a recurring pattern, but this would need to be confirmed by analyzing data for more days.
3. Outliers in the Data
Identifying outliers in a financial time series data requires a deep comprehension of the financial context behind the data to set appropriate thresholds. Nonetheless, based purely on this data, we can identify a few points where there are significant jumps in the exchange rates which might be considered as outliers. For example, the exchange rate at 06:25:02 increased suddenly to 1.80728 from the previous rate of 1.80457. However, as it's a common occurrence in forex markets for rates to jump based on a multitude of economic factors, without detailed context it's hard to firmly identify outliers.