Summary of Last Week
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
- Standard Deviation:
As an expert in financial analysis, I will interpret the provided time-series data set based on the KRW exchange rate over the given timestamps. Please note that the analysis is purely based on the data provided, and external factors such as market opening/closing hours, weekends/holidays, or the release of key financial news and reports are not taken into consideration.
1. Overall Trend of the Exchange Rates
Upon initial examination of the provided data, the exchange rates appear to remain fairly stable within the small range of 0.001 to 0.00102 across all allowed dates, particularly from 2024-01-26 to 2024-02-23. There are slight fluctuations, but at this level, they are imperceptible and don't indicate a significant rising or falling trend.
2. Identifying Seasonality
According to time stamp, data is collected almost every 2 hours. From the given data, there doesn't appear to have any noticeable seasonality or repeatable patterns in the exchange rates at different times. Even the fluctuations do not show a consistent pattern to suggest a recurring cycle.
3. Noting Any Outliers
The data consistently oscillates between 0.001 and 0.00102. Considering the consistency of the data, there are no significant outliers in this data set. However, there are slight changes every so often, for instance, the rate slightly rose to 0.00102 on 2024-02-05 and again fell to 0.00101 on 2024-02-07, indicating minor fluctuations. Nonetheless, these changes do not constitute significant outliers since they are in close proximity to the typical data values and don't deviate significantly from the general trend.
In conclusion, the KRW exchange rate appears to be very stable over the studied period, with occasional insignificant fluctuations, showing no distinct pattern or seasonality, and no significant outliers.