2024-04-23 Zambian Kwacha News
2024-04-22
Summary of Last Month
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
The provided dataset depicts the exchange rate fluctuation of a specific currency (ZMW) over time. By analyzing this dataset, we can derive some insights on its performance trends, potential recurring patterns, and any notable outliers. Here is the detailed interpretation:
Trend Analysis
Over the considerable period captured by this data, there seems to be a slow but overall reduction in the ZMW exchange rate. The rate starts at an initial value of 0.0535 and gradually reduces to a final recorded value of 0.05308. This trend might imply that the forex market for ZMW has experienced a slight depreciation over this period. However, the marginal rate of decrease is quite small suggesting a reasonable level of stability in its forex performance.
Seasonality and Recurring Patterns
On a closer examination of the data, there don't appear to be distinct seasonality patterns or truly repetitive fluctuations at regular intervals. The exchange rate demonstrates minor variability, oscillating between specific close ranges, but without a clear repetitive pattern that could hint at a seasonal effect. This indicates that this particular exchange rate might not be largely impacted by time-dependent factors, or the data period may not be long enough to exhibit the full seasonal fluctuation.
Outliers and Anomalies Observation
Outliers in exchange rate data usually present as sharp hikes or drops contrasting the general trend. In our dataset, significant anomalies are not readily observable. A minor drop can be noted around the timestamp '2024-04-22 06:25:02' where the rate drops marginally from 0.05348 to 0.05309. While this is noticeable within the context of this dataset, it's relatively small and can still be within common market fluctuation bounds. Therefore, it's arguable whether it qualifies as a genuine outlier.
In conclusion, the ZMW exchange rate within this dataset displays an overall declining trend and does not appear to follow a clear-cut seasonal pattern. The absence of significant outliers indicates a general stability in the exchange rate with only slight fluctuations within the observed timeframe.