2024-04-26 Bulgarian Lev News
2024-04-25
Summary of Yesterday
- 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
After a comprehensive analysis of the given data set, the overall trend demonstrates a slight decrease in the exchange rates from 0.74932 at the beginning of 2024-04-25 to 0.74854 at the end of the day. Although there are fluctuations within the given period, the opening and closing values indicate a marginal downward trend.
2. Identifying seasonality or recurring patterns in the exchange rates
From the given data set, it's somewhat difficult to observe a consistent seasonality or recurring pattern in the exchange rates. There are several increases and decreases throughout the day, but these do not appear to follow any definitive cyclical pattern based on the current set of data. Further analyses and a larger dataset might provide more insight into daily or hourly recurring patterns.
3. Outliers in the data
Most of the rates in this dataset ranged approximately between 0.748 and 0.752, which indicate a generally consistent exchange rate. Two notable outliers are the jump to 0.75171 at 08:05 and to 0.75197 at 08:30. These could be due to external factors not considered in this analysis or they could be random fluctuations inherent in such financial data.
Please note that these insights are based on this specific dataset, and additional data points or considering external market factors could result in a different analysis. Moreover, forecasting future rates would require a more robust dataset and potentially complex predictive models.