Robust Data Shows Incremental Increase in DOP Exchange Rate by May
2024-05-05
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
Understanding the overall trend
From what can be gleaned from the given data, the exchange rate appears to slightly increase over the period shown. The starting value given on 2024-04-05, 02:00:02 is 0.0229 while the final value on 2024-05-03, 12:00:02 is 0.02356. Despite some fluctuations, both small scale and large, the overall trend seems to be of a modest rise. However, to have a more precise understanding, a more in-depth statistical analysis or a time series plot may be needed.
Seasonality or recurring patterns
The data provided does not show any clear seasonality or recurring patterns over the few weeks in April and May 2024. In a daily cycle, there are some minor fluctuations but no apparent recurring pattern can be discerned from the data. Nonetheless, To better detect any daily or monthly seasonality, it would be beneficial to visualize the data or conduct a more advanced time series decomposition.
Noting any outliers
Given the limited scope of the fluctuations overall, it is difficult to detect significant outliers from the raw data. There are some sharper increases and decreases in the rate but they are followed by adjustments that bring the rate back within a similar range. Therefore, these may not be true outliers. Without a defined expected range or a more sophisticated analysis, it is challenging to definitively identify outliers from this data.
In conclusion, this preliminary analysis provides a basic overview of the DOP exchange rate trends and patterns. A more sophisticated analysis would ideally involve statistical methods and visualization tools for robust trend detection, seasonality decomposition, and outlier detection.