2024-04-22 Hryvnia News
2024-04-21
Summary of Last Week
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
Analysis of Financial Time Series Data1. Exchange Rates Trend
Based on the data provided, the overall trend of the exchange rates (UAH) appears slightly variable rather than strictly increasing or decreasing. Observing the beginning rate on 2024-03-22, it was 0.03469 UAH, and towards the end of the dataset on 2024-04-19, the rate shown is 0.03451 UAH. Within this period, though there are slight increases and decreases, there is no prominent upward or downward slope indicating a solid increasing or decreasing trend over time.
2. Seasonality and Recurring Patterns
Identifying seasonality or recurring patterns in financial time series data such as this requires a deep understanding of each timestamp in relation to the data points. However, without considering external factors in this analysis, clear seasonality or recurring patterns are not immediately evident from the data provided. The exchange rate fluctuations appear fairly random at different times, indicating that the changes might be guided by multiple complex factors.
3. Outliers
On an initial review of the data, there do not appear to be any significant outliers where the exchange rate differs significantly from the general trend. However, a more detailed statistical analysis would be required to accurately identify any potential outliers, taking into account factors like standard deviation and variance. In a practical scenario, these outliers could be attributed to unexpected political events, economic policy changes, or significant market news that potentially impact the currency exchange rate.
Note: In order to gain even more accurate insights from this dataset, it would be beneficial to take into account those external factors such as market opening/closing hours, weekends/holidays, or the release of key financial news and reports. Though these are not considered in this analysis as per the requirements, they can alter the exchange rates significantly and should be considered for a comprehensive financial analysis.