2024-04-23 Hryvnia 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
Overall Trend of the Exchange Rates
Upon analyzing the given time series data, it can be observed that the UAH exchange rate is generally stable over the time period shown. The exchange rate seems to fluctuate subtly between 0.03441 and 0.03455, with the maximum being 0.03455 and minimum being 0.03441.
Seasonality or Recurring Patterns
Firstly, it should be stated clearly that defining a seasonal or recurring pattern involves a careful understanding of the data and requires multiple cycles of data, usually involving a few years worth. However, within given data, there are no clear recurring seasonal trends that can be observed reliably.
Notable Outliers and Anomalies
The data doesn't seem to contain any significant outliers, considering we are dealing with exchange rates, these micro-changes are expected and regular due to the nature of the forex markets. The only relative spike the data show is at timestamp "2024-04-22 20:05:03" where the rate increased from 0.03441 to 0.03446. It's worth mentioning that although we do see some changes, they are not significant enough to be labelled as 'anomalies' within the context of forex markets.