2024-05-15 Zambian Kwacha News
2024-05-14
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 of Exchange Rates
Looking at the data, the exchange rate, denoted in ZMW, varies over the provided time frame. However, to pick on the overall trend, it's important to take note of the starting point and the ending point of the dataset. The rates began at 0.0532 on 14th May 2024 and ended at 0.05463. This indicates an overall upward tendency, signifying that the exchange rate was generally increasing over this period.
Seasonality or Recurring Patterns
Upon observing the data, it's noticed that the ZMW exchange rates do not show a clear sign of seasonality or recurring periodic patterns within the given frame of data. Rather, they tend to fluctuate randomly. To verify this further, a seasonal decomposition of time series data would be required, and this might yield a different result. But with the provided set, any recurrent pattern doesn't seem apparent.
Identification of Outliers
In the provided data, several potential outliers can be noticed. Specifically, at certain points, there are selective jumps in the value of the exchange rate. For instance, the rate leaps from 0.05315 to 0.05462 between 06:15:02 and 06:50:02. Similarly, there is a noticeable drop from 0.05465 to 0.05463 between 20:05:03 and 20:10:01. However, in both cases, the rate appears to stabilize fairly quickly, returning to its previous pattern.
These could potentially be instances where the exchange rate differs significantly from what would be expected based on the trend. Without additional information, it's difficult to ascertain the exact causes of these outliers.