2024-04-29 Rand 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
Overall Trend Analysis
The overall trend of the exchange rates appears to be largely stable with minor fluctuations in the course of the data provided. The data fluctuates within a narrow range, indicating a fairly consistent market. This supports the fact that over the given period, there is neither a significant increasing nor a decreasing trend, as the exchange rate values hover around 0.071 to 0.073 for the most part.
Seasonality or Recurring Patterns
Although the data points provided aren't sufficient to determine long-term seasonality, there don't appear to be any easily identifiable recurring patterns in the exchange rates. Particularly, within the same day, the exchange rate can go up or down multiple times, suggesting a more random, rather than cyclical, fluctuation. Future analysis with a more extended and comprehensive dataset can provide a better insight into the seasonality aspect of the exchange rates.
Identification of Outliers
Outliers in this context would be considerable jumps or drops in the exchange rates that deviate drastically from the surrounding data points. However, throughout the dataset, the changes in exchange rate are relatively small — generally not exceeding 0.001. Making the assumption of a stable market implied from the overall trend above, we could infer there might be no significant outliers within this dataset. If any exist, they are too close to the trend to be easily recognizable with the naked eye.
External Factors
Though you've mentioned not to consider external factors explicitly, it's worth noting that the foreign exchange markets are significantly influenced by such factors. Factors considered here would include market opening/closing hours, weekends/holidays, release of key financial news, and reports that can cause fluctuations in the exchange rates. These aspects could explain some of the variations within the data, although they are not directly assessed in this analysis.
Conclusion
Overall, this dataset shows stability in the exchange rates with minor fluctuation within a close range. It doesn't point towarsd any clearly identifiable seasonality or major outliers. The exchange rate values between ZAR and an unknown currency over the period are relatively stable, and there are no drastic fluctuations. However, this conclusion is based solely on the dataset provided, and external factors that could impact the exchange rates have not been directly accounted for.