2024-05-01 Denar News
2024-04-30
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
The overall trend of the exchange rates on the provided dataset within the selected period shows a minimal but stable increase. This is established from the 0.02379 rate at the beginning of the dataset to 0.02384 at the end. Thus, the MKD exchange rate shows a generally upward trend, though slight.
Seasonality and Recurring Patterns
Looking at the dataset, there doesn't seem to be a strong seasonality or recurring pattern in the exchange rates over the given period. However, this conclusion is purely data-driven and might not account for potential long-term patterns outside this data set or the influence of external market factors, which are not considered in this analysis.
Outliers Identification
During this period, there are few noticeable spikes in the exchange rate. For example, a sudden increase from 0.0238 to 0.02389. However, these could be considered as minimal shifts rather than significant outliers since these variations are relatively small and they tend to stabilize shortly afterward.
External Factors
As per the instructions, this analysis does not cover any external factors like market opening/closing hours, weekends/holidays, or the release of key financial news and reports. However, in a more comprehensive analysis, these factors could significantly influence the exchange rates.
Note About Forecasting
As requested, this analysis does not generate any forecasts for future rates. However, it’s important to remember that exchange rates can be influenced by various factors and their future behavior can not be accurately predicted from past patterns alone.