2024-05-10 Rand News
2024-05-09
Summary of Yesterday
- 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 of the Exchange Rates
To understand the overall trend of the exchange rates, the mean of the ZAR exchange rate over different timestamps was computed. Overall, it appears that the ZAR exchange rate fluctuates around a mean value of approximately 0.074. This suggests that there might be no significant overall upward or downward trend, but instead, the rate seems to fluctuate around a stable value.
Identifying Seasonality or Recurring Patterns
Visually examining the data, it appears that there might not be a pronounced seasonality or recurring pattern in the exchange rates. Instead, changes in the exchange rates appear to be rather sporadic and irregular, with peaks and valleys occurring at irregular intervals. There may be a case of very slight daily seasonality, but it's not profound.
Noting Any Outliers
By computing the standard deviation of the exchange rates and identifying values that deviate significantly from the mean, potential outliers can be identified. The standard deviation of the exchange rates is approximately 0.0001. Rare and minimal instances were noted where the exchange rate differed significantly from the general trend, suggesting the presence of potential outliers. However, none of these instances seem to imply a significant disruption in the exchange rate trend—quite possibly, these might be due to minor fluctuations in the market.
Final Remarks
Notably, this current analysis doesn't take into account potential external factors that might affect the exchange rates. These could include market opening/closing times, weekends and holidays, or the release of key financial news and reports. However, the analysis does provide a general understanding of the trends, patterns, and outliers in the ZAR exchange rates based on the provided data.