2024-04-30 Rufiyaa News
2024-04-29
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. Understanding the overall trend of the exchange rates
On initial analysis, the overall trend of the exchange rates seems to be slightly upward, indicating an increase in the MVR exchange rate over the time range given in the dataset. The rate increase, however, is quite small. The rate changes from 0.08821 to 0.08856 over the course of a day, which is an increase of 0.00035 or approximately 0.39%. It is also worth noting that while the overall trend shows a subtle increase, the rate fluctuates consistently throughout the day, suggesting a dynamic exchange market.
2. Identifying any seasonality or recurring patterns in the changes of exchange rates
At a glance, the changes in the exchange rate do not seem to follow a clear seasonal or recurring pattern within the short timeframe covered (a single day). This is reasonably expected as currency exchange rates are influenced by an intricate network of factors, many of which are unpredictable or random, thus they do not typically follow a regular pattern over short periods such as a day. Longer periods would be required to conduct a reliable seasonality analysis. Further analysis involving statistical decomposition could reveal any underlying patterns more prominently.
3. Noting any outliers or instances where the exchange rate differs significantly from what would be expected based on the trend or seasonality
Given the small fluctuations presented and the stable overall increase, the dataset does not appear to contain significant outliers where the exchange rate deviates considerably from the general trend. The changes within this day are relatively standard and consist of smaller fluctuations that amount to a subtle overall increase by the end of this 24-hour period. However, a more detailed statistical analysis could reveal any subtle anomalies or deviations more effectively.