2024-04-30 Bulgarian Lev 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
Understanding the Trends of Exchange Rates
Starting by the overall trend, there is a noticeable slight increase in the exchange rates throughout the dataset. The exchange rate started at roughly 0.74676 and ended up at around 0.74901, which indicates a slight growth trend.
Seasonality or Recurring Patterns
Regarding seasonality, it's difficult to conclude from the given data set without context such as month, season, or year. However, the data indicates fairly regular fluctuation with no clear pattern of high or low peaks that repeat at certain intervals. This suggests that there might not be a strong seasonality within the given timeframe.
Identifying Outliers
Outliers in the dataset are not clearly defined due to the short intervals between data points and the fact that the exchange rate fluctuates quite regularly. But, there are some occasions where the rate has jumped relatively high such as from 0.74708 to 0.74856 and then dropped again which can be considered unusual. But again, to firmly identify true outliers, larger context and deeper analysis would be required.
In conclusion, the interpretation of the given data set shows a mild growth trend in exchange rates without a clear indication of seasonal effects. Some unusual data points were identified that may constitute outliers, suggesting some unusual market activities at those times, possibly driven by factors not captured in the given data set.