2024-04-18 Philippine Peso News
2024-04-17
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
Observing the given dataset, it seems as though the exchange rate has been relatively stable throughout the given timestamps. The value of the exchange rate varies between approximately 0.02403 and 0.02417, indicating a very small range. Consequently, there is no prominent trend of general increase or decrease within the data. Instead, the exchange rate appears to fluctuate around a similar value, suggesting a period of market stability.
Seasonality and Recurring Patterns
Given the nature of the data and the constant fluctuations in the exchange rate, it is difficult to identify any obvious seasonal or recurring patterns. This is because exchange rate markets are subject to numerous influencing factors, including interest rates, economic performance, and geopolitical events. In the absence of additional data, it's challenging to ascertain specific patterns. However, changes in the trend do seem to exist within short time intervals, pointing towards a possibility of intra-day seasonality.
Outlier Analysis
In this dataset, there doesn't appear to be any significant outliers or instances where the exchange rate valued dramatically high or low from the rest. Both the maximum and minimum exchange rates are quite close which increases the possibility of no outliers. However, for a more accurate examination, it would be beneficial to use statistical methods such as Z-score or the IQR method for a further and more in-depth analysis.
In conclusion, during the observed period, the PHP exchange rate has remained relatively stable with some fluctuations within the day, with no visible outliers in the provided dataset. It would be beneficial to consider additional variables or expand the data timeframe for a more comprehensive analysis.