2024-04-29 Moroccan Dirham News
2024-04-28
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
Sure, let's break down the analysis based on your objectives:1. Understanding the Overall Trend
The general trend of the MAD exchange rate over the provided period appears to experience a slight increase. The rate started at about 0.13365 on 2024-03-29, ended at approximately 0.13526 on 2024-04-26. There may have been periods of fluctuations in between this period; however, the overall long-term trend is an incremental one.
2. Identifying Seasonality or Recurring Patterns
At the initial observation, no clear evidence of seasonality or recurring patterns in the data provided. Given the granularity of the data (which is up to the couple of hours), it is more suited for a graphical representation to highlight any potential seasonality. However, it is also vital to highlight that the occurrence of seasonality in exchange rate data is a topic of continued debate among experts, and any conclusions drawn should ideally be supplemented with additional econometric checks.
3. Noting any Outliers
There is a significant outlier within the dataset on 2024-04-16 at 16:00:02, where the rate abruptly drops to 0.02455 before returning to its usual levels for subsequent timestamps. This unlikely deviation from surrounding values indicates that this could be an error in data recording or an actual extreme event influencing the exchange rate. Nevertheless, given the single incident of such a drop, this appears more like a data error.
In conclusion, observed trends and patterns in financial data such as this can offer valuable insights and facilitate decision-making processes. However, it is important to consider that exchange rate movements can be influenced by a myriad of factors, both predictable and unpredictable, ranging from economic fundamentals, market sentiment, to even sudden global events.