2024-04-19 Hryvnia News
2024-04-18
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 Exchange Rate Trend
Upon reviewing the dataset, it becomes noticeable that the exchange rate of UAH is quite stable, with only minimal fluctuations. There's a slight declining trend initially, but it starts to rise towards the end. However, the changes are fractional and signify a somewhat stable exchange rate over this specific timeframe.
Seasonality Pattern
Given the relatively stable nature of the data, it's challenging to identify a clear seasonality or repeatable pattern. The rate changes are small and appear to be random rather than cyclical. A data pattern that repeats after a consistent number of intervals could suggest seasonality, but this isn't clearly present in the provided data.
Identification of Outliers
When observing the data, the UAH exchange rate remains between 0.03475 and 0.03489 for the majority of the time. However, there were times when the exchange rate dipped to around 0.03462 and 0.0347 respectively. These dips can be regarded as outliers, as they significantly differ from the typical rate. Despite these minor fluctuations, the exchange rate didn’t witness any drastic changes that would significantly impact the analysis.
Summary
In summary, no clear signs of seasonality or distinct trends were identifiable in the exchange rate over the given period. The rate remained quite stable with a few small fluctuations. Moreover, a couple of noticeable outliers were observed where the exchange rates diverged slightly from the expected range.