2024-04-29 Namibia Dollar 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
From a broad perspective, the NAD exchange rate generally presents a fluctuating yet slightly upward trend across the time span of the data. The rates started around 0.07175 and ended near 0.07183, highlighting a relatively fractional increase throughout the period. Notwithstanding, the exchange rate demonstrated several fluctuating highs and lows, making the overall trend slightly unpredictable.
Seasonality and Reoccurring Patterns
Given the nature of time-series data and the human eye's limitations in identifying periodic patterns, discerning seasonality or recurring patterns within this dataset proves to be potentially challenging. Nonetheless, the data seems to exhibit daily patterns where the price might increase or decrease fractionally during specific times, possibly tied to world market opening times. However, without the use of more sophisticated time-series analysis techniques or additional contextual data, the identification of seasonality within this dataset remains mostly speculative.
Outliers
In the context of financial data, outliers are typically signified by drastic changes in trends, which are discernable spikes or troughs that significantly drift from normal behavior. In our review of the NAD exchange rates, there were several notable fluctuations signifying potential outliers. For example, on 2024-04-10 around 08:00:03 and 12:00:03, the NAD exchange rate surged to 0.07318 and 0.07408 respectively, indicating an identifiable deviation from the trend. On the lower end, around 2024-04-23 10:00:02 the rate dropped to 0.0713, showcasing an identifiable downward deviation.
Recognition of these outliers provides essential insights into the market irregularities and the factors that might have caused these abrupt changes. However, without considering external factors, it's hard to definitely determine what precisely led to these potential outlier occurrences.