2024-04-22 Won News
2024-04-21
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
Data Overview
Before analyzing, it's important to understand the structure and content of the data. The data provided is time-series data, consisting of dates and times (in the "date_at" column) and corresponding exchange rates (in the "krw" column). The time stamps are provided in the format "YYYY-MM-dd hh:mm:ss" and the exchange rates are numerical values representing the exchange rate of some currency against the Korean Won (KRW).
Overall Trend
Based on the timestamps provided and their corresponding exchange rates, it's observed that the exchange rate, at first glance, seems relatively stable, generally fluctuating between a rate of 0.001 and 0.00101. However, there are also periods where the exchange rate dips slightly below 0.001, specifically between 2024-04-12 and 2024-04-16. There's no obvious increasing or decreasing trend from the given data.
Seasonality
Identifying the seasonality in financial time-series data would essentially mean finding any repeating patterns or cycles in the data that occur at regular intervals. However, with the data provided, there don't appear to be strong indications of seasonality. While there are periods of slightly lower rates followed by recovery to the normal range, they do not occur at a consistent enough interval to infer a seasonal pattern.
Outliers
Outliers in this context would refer to any exchange rates that deviate significantly from the overall observed range of rates. Notably, the rates that fall slightly below 0.001 between 2024-04-12 and 2024-04-16 could be considered as such outliers. This deviation isn't extremely pronounced but is largely noticeable because of the generally stable nature of the other rates provided in the dataset.
Keep in mind that this analysis is drawn from the given data and doesn’t consider other external factors such as market opening/closing hours, weekends/holidays, or the release of key financial news and reports, which can also influence exchange rate fluctuations.
Summary
In summary, the data shows a generally stable exchange rate, with a slight decrease in value observed between 2024-04-12 and 2024-04-16. There are no discernible repeating patterns indicative of seasonality, and outliers are those rates slightly below the normal range. It's always recommended that any conclusions drawn are used in conjunction with other market knowledge, as exchange rates can be influenced by a myriad of factors.