2024-04-17 Zambian Kwacha 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
Analysis of ZMW Exchange Rate Time Series Data
The ZMW exchange rate data provided outlines changes in the rate over a specific timeline. The analysis of this data will focus on revealing the general trend of the exchange rate changes, any recurring patterns, and the identification of any significant deviations from the expected values. This understanding will be purely data-driven and will exclude external factors.
I. Overall Trend of the Exchange Rates
Upon analyzing the data, there seems to be a very subtle downward trend in the first few data points eventually followed by a slight increase by the end of the dataset. However, the overall variation is extremely small with ZMW exchange rates oscillating between about 0.0548 and 0.0552 throughout the entire period.
II. Seasonality and Recurring Patterns
Identifying patterns or seasonality in the dataset is a bit challenging due to the close proximity of the exchange rate values. Nevertheless, the data shows frequent fluctuation up and down, but no significant repetitive pattern or clear seasonality could be identified within this limited dataset.
III. Unexpected Deviations in the Exchange Rates
Given the regular up and down fluctuations in the data, it is difficult to identify any specific outliers or instances where the exchange rate significantly deviates from the trends. It appears the rate remains relatively stable, with minor variations that do not seem to exceed expected values based on the overall trend.
To summarize, the exchange rates for ZMW throughout the provided period do not indicate any dramatic fluctuations. Small variances occur but they don't show any specific trend or pattern. This analysis might differ with a larger dataset or more context concerning economic conditions or external influencing factors.