2024-05-03 Kina News
2024-05-02
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
Based on the provided data, there has been a generally downward trend in the PGK exchange rate over time. The rate started at approximately 0.35693 units at the start of the series and decreased to around 0.35616 units at the end, as per timestamp. This gradual decline in the exchange rate over time indicates a depreciation in the PGK rate during this period.
Seasonality and Regular Patterns
The exchange rate seems to exhibit some minor fluctuations throughout different times of the day, indicating the possibility of intraday seasonality. Although, due to the contained volatility in this relatively short timeframe, it is difficult to conclude definitive day-wise or even hourly seasonalities. However, there seem to be minor upticks and downticks in the values at regular intervals throughout the day.
Notable Outliers
The most noticeable outlier in the given time-series data is around the timestamp 2024-05-02 06:20:02 where the exchange rate drops dramatically from 0.35698 units to 0.35527 units. This sudden change deviates significantly from the rest of the trend.
Limitations and Considerations
As per the instructions, this analysis takes no account of external events such as market opening/closing hours, weekends, holidays, or the release of significant financial news and reports. Real-world factors often impact exchange rates. Therefore, it's important to remember that this analysis is based solely on the given dataset.