2024-05-09 Rand News
2024-05-08
Summary of Yesterday
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
Overall Trend Analysis
Upon reviewing the provided time-series data for the ZAR exchange rate, it is observed that an irregular, yet relatively mild fluctuations exist over the time period. This suggests that the ZAR exchange rate does not have a strong overall upward or downward trend within the provided timestamp. Instead, the rate presents minimal changes, and we can infer a basic level of stability in this currency's rate during this specific period.
Seasonality and Recurring Patterns
From the data provided, there are minute oscillations that hint towards recurring patterns or possible seasonality in the exchange rates. However, the presence of such patterns might be confirmed with a more extensive dataset involving, ideally, several years of data. With the data at hand, any such patterns are relatively minute and do not suggest strong seasonality.
Identification of Outliers
An outlier in a data set is a value or point that deviates significantly from the remaining data. Given the minuscule fluctuations in this particular ZAR exchange rate data, any significant spike or drop in the value could be considered an outlier. In this dataset, there doesn't appear to be any significant aberrant spike or drop, which suggests the absence of notable outliers in the ZAR exchange rate during the stipulated timeline.
It is important to note that this interpretation and analysis are based on the given dataset. More accurate evaluations regarding long-term trends, seasonality, and outliers can be made with more extensive historical data.