Recordbreaking Surge in SCR Exchange Rate in a Single Day
2024-04-22
Summary of Last Month
- 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
The first step in analyzing the provided time-series data on exchange rate movements is to understand the overall trend. After careful examination of the dataset, it appears that the exchange rates demonstrate a fluctuating trend from 0.0954 to 0.10072 over the given period. However, it is essential to note such movements may bear various interpretations depending on the broader market context and prior rate trajectories.
Identifying Seasonality or Recurring Patterns
To detect any seasonality or recurring patterns within the data, we delve into the timestamps and corresponding exchange rates. Unfortunately, the provided data scope is limited to a single day, remarkably constraining our ability to observe any significant recurring trends or patterns that may emerge over longer periods, such as weeks, months, or years.
Noting Outliers
An essential part of data analysis includes identifying outliers or instances where the data significantly deviates from the expected trend. Upon closer inspection, we observed a drastic spike in the exchange rate from 0.09916 to 0.093 at the timestamp of 2024-04-22 06:20:02 to 06:25:02. This change may be considered an outlier due to the high degree of variation from the preceding figures.
However, please note that the determination of outliers largely rests upon the broader market context, including the historical volatility of this particular exchange rate. If large jumps like this one occur quite frequently, they may not be classified as outliers, but simply as elements of a highly volatile market.
In conclusion, while this basic analysis reveals some crucial characteristics of the data, I would recommend a more comprehensive analysis covering a more extended historical period to better capture the market dynamics and behavior of exchange rates.