2024-04-17 Euro 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
Overall Trend Analysis
After analyzing the provided data, the overall trend of the exchange rates seems to be relatively stable. There appears to be no pronounced long-term increase or decrease during the given time frame. However, there are numerous short-term fluctuations observable suggesting general volatility inherent to such a financial indicator.
Seasonal Patterns and Recurrence in Exchange Rates
Without analyzing the same time frame over a longer period, determining seasonality in this data could prove challenging. However, based on the data provided, there could potentially be patterns related to time of day and less so to specific dates. For instance, certain times of the day may correspond to opening hours of different global markets which might affect volatility and movement of the exchange rate.
Identifying Outliers
An in-depth analysis would be required to identify outliers accurately with statistical tools, but a cursory inspection of the dataset shows a couple of points where the exchange rate does jump and then quickly returns to the previous level. Detailed statistical analysis with appropriate threshold levels is needed to confirm these potential outliers.
It should be noted that while data analysis indicates trends, patterns, and potential outliers, other factors like market news, political incidents, changes in macroeconomic indicators, or unexpected large transactions could have prompted these changes, variations and outliers in the data analysis. However, as requested, these considerations are not included in this interpretation.