2024-04-22 Moroccan Dirham 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
Based on the dataset provided, here is a comprehensive analysis considering the exchange rates (MAD) over the different periods of time as mentioned:
1. Understanding the Overall Trend of the Exchange Rates
In general, it appears that the exchange rate does not show a clear increasing or decreasing trend. The data points fluctuate around approximately 0.134 to 0.136 throughout the period. The highest rate observed is roughly around 0.13715 and it hits the lowest point down to 0.02455. But this appears to be an outlier and may potentially be due to an error in the data recording because the rest of the data is consistently reading between 0.134 and 0.137.
2. Recurring Patterns in the Changes of Exchange Rates
The second goal was to identify recurring patterns in the changes in exchange rates. Due to timestamp data primarily being in the early hours (from 02:00:02 to 14:00:03), this analysis lacks the complete cyclical daily data needed to identify any obvious intra-day patterns. Broadly considering though, the data seems to have some degree of cyclicity, but it's not clear-cut because of the overlapping of values. In most currency exchange markets though, daily and weekly patterns usually emerge because of trading hours and market closures over the weekend.
3. Noting any Outliers
An outlier identified in the data is the rate of 0.02455 at the timestamp of 2024-04-16 16:00:02. It is far from the rest of the data and one of the potential reasons for this could be a mistake in data logging. Other than that, the exchange rates mostly fluctuate within a narrow range without any other significant outliers.