JPY Exchange Rates See Historic Lows Amid Prolonged Bearish Trend
2024-04-28
Summary of Last Week
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
Overview of the Analysis
The analysis revealed some important aspects of the dataset with respect to the JPY exchange rates. The main findings are summarized as follows:
Trend Analysis
The major trend observed throughout the dataset is stable behavior with slight variations. Between 2024-03-29 and 2024-04-26, the value of the JPY exchange rate primarily stays within the range of 0.00865 to 0.009, showing a mostly steady state. However, a minor downward trend is noticeable towards the end of the dataset. Overall, the trend does not significantly increase or decrease during this period.
Seasonality Analysis
Since the data is not detailed enough to determine daily fluctuations and there are multiple instances per day recorded, it's difficult to identify any significant recurring seasonal patterns. Therefore, it is not possible to confidently make any conclusions about daily or weekly seasonality in the exchange rate based on this dataset. However, there might be intra-day variations which may require more granular data to confirm. In general, considering the nature of exchange rates, these can be subject to intra-day and intra-week variations.
Outlier Analysis
Most of the exchange rates in the dataset are fairly close in value. There are no significant spikes or drops observed that would classify as outliers. While there are minor fluctuations, these are expected in such financial data and do not deviate drastically from the general trend of the dataset. The rate reaches a peak of 0.009 on 2024-04-12 but drops back to its usual range afterwards, this can be considered as a mild outlier.
Conclusion
Overall, the given dataset does not show any strong trends or seasonal changes. The exchange rate remains relatively stable over the timeframe given with minor fluctuations. For deeper insight and a more comprehensive understanding, further analysis with additional data including external factors such as market conditions, economic indicators, and news events will be beneficial despite the current specification limiting this.