2024-04-17 Rand News
2024-04-16
Summary of Yesterday
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
Comprehensive Analysis of the ZAR Exchange Rates
The primary aim of this comprehensive analysis is to gain insight into patterns, trends, seasonality, and anomalies within the provided ZAR exchange rate dataset. Without consideration of external issues such as industry hours, holidays, weekends, and the publication of key financial news and reports, the conclusions are drawn purely from the data provided.
Understanding the Overall Trend of the Exchange Rates
The data indicate a general stability in the exchange rates over the period, mostly fluctuating between 0.07227 and 0.07285. This is not to suggest a complete lack of change since minor fluctuations are experienced throughout the dataset. Though it is vital to point out that no significant increase or decrease pattern manifests in this dataset over time.
Seasonality and Recurring Patterns
It's hard to determine any clear seasonality or recurring patterns within the data due to the narrow range of fluctuation in the exchange rates. The data does not display any periodic behavior that could suggest a particular pattern that recurs over a recognisable interval. Further analysis may be required applying time-series decomposition techniques to break down the data into trend, seasonal, and residual components for a deeper examination.
Outliers and Anomalies
Regarding outliers and instances where the exchange rate differs significantly from the expected trend or seasonality, the data does not present any precise points. The exchange rates in the dataset appears to have minor fluctuations across the entire period without extreme highs or lows.
In conclusion, this dataset showcases a generally stable ZAR exchange rate with no distinct patterns or anomalies. A more targeted analysis might require additional data or considerations of external factors and potential impacts on this exchange rate.