2024-04-26 Pa Anga 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
Understanding the Overall Trend
Reviewing the provided dataset for the exchange rates, we observe a generally decreasing trend. The rate starts from 0.57299 on 2024-04-25 at 00:00:02 and drops to 0.57239 by the end of the same day. There are minor fluctuations in the exchange rate throughout the day, with the rates oscillating around a slightly downward path.
Identifying Seasonality/Recurring Patterns
Within the limited scope of the data provided, it is challenging to identify definitive patterns or seasonality at this point. The data only covers one full day, and for determining seasonality, data across a more extended period is necessary. That said, there seems to be a consistent volatility pattern where the exchange rates rise after a series of declines, suggesting a potential oscillation pattern within the day.
Noting Any Outliers
Based on the provided data, there doesn't appear to be any significant outliers where the exchange rate differs dramatically from the overall observed trend. However, at 23:00:02, there's a perceivable increase in exchange rate from 0.57167 to 0.5725, indicating a short-term surge in the rate compared to the general downward trend.
Overall, to ascertain more definitive trends, patterns, or outliers, we need access to a richer dataset that spans across different months or perhaps years. With more comprehensive data, we could potentially examine trends related to market opening/closing hours, weekends, and the effect of major financial news events, among other factors.