2024-05-02 Pula News
2024-05-01
Summary of Yesterday
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
Understanding the Overall Trend of the Exchange Rates:
Based on the dataset provided, the overall trend of the exchange rates seems to be relatively stable throughout the given time period. The exchange rate fluctuates within a narrow range, from approximately 0.0963 to 0.0977, indicating that no major appreciation or depreciation occurred during the timeframe observed.
Identifying Seasonality and Recurring Patterns:
In this dataset, clear indications of seasonality or recurring patterns are not readily apparent. The changes in exchange rates seem to be more random than regular or recurring at any specific period. However, a more detailed or advanced frequency analysis (e.g., Fourier analysis) could likely reveal any hidden patterns or cycles that aren't immediately apparent in the given data.
Noting Outliers in the Dataset:
Upon initial inspection of the data, there are no instances where the exchange rate differs significantly from the narrow range mentioned earlier, meaning there are no major outliers within this dataset. A minimal fluctuation in an exchange rate is typical in a stable economic environment.
Conclusion:
In conclusion, the BWP exchange rate given in the dataset seems stable, showing minor fluctuations within a tight range. No significant patterns or irregularities are readily apparent from just a first look at this data. Further in-depth analysis considering additional factors like country-specific economic indicators or global financial trends could help enrich understanding and lend to more accurate future predictions.