2024-05-06 Denar News
2024-05-05
Summary of Last Week
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
1. Understanding the trend of the exchange rates
The data provided is fairly stable, with change being incremental and small. This shows consistency in the MKD exchange rate over the given period. However, from the beginning to the end of this dataset, it does appear that the MKD exchange rate has marginally decreased over time. This decrease is slight and steady, with few significant spikes.
2. Seasonality or Recurring Patterns
Regular patterns or seasonality within this time series dataset aren't immediately visible due to the stability of the exchange rate over this period. There don't seem to be regular intervals at which the exchange rate experiences significant shifts. Any fluctuations in the rate within this dataset are low. An in-depth analysis that may involve machine learning methodologies could potentially identify any subtle underlying patterns. Nevertheless, without further processing, no clear-cut seasonality or cyclic behavior is observed in this dataset.
3. Outliers in the dataset
Considering this dataset's overall stability, any sharp spikes or drops could be considered as outliers. However, in this case, the MKD exchange rate is fairly stable, and such outliers are hard to distinguish. Nevertheless, on rare occasions, the exchange rate experiences minimal increases or decreases before returning to previous levels. For example, on 2024-04-09 10:00:03, the MKD exchange rate rose to 0.02403 before returning to previous levels around 0.02385 soon after. These could be considered minor outliers within a largely consistent dataset.
Lastly, note that this analysis is purely statistical and based on the given dataset. It does not take into account other influential factors such as geopolitical events, economic policy changes, or significant events in global financial markets, which could have significant impacts on exchange rates. A thorough and accurate analysis of exchange rates would ideally take these factors into account.