2024-04-22 Netherlands Antillean Guilder 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
Overall Trend of Exchange Rates
Upon initial examination, it's observed that exchange rates seem to fluctuate actively in the dataset provided. There is a general upward trend but it does not imply that the rates only increased. Instead, they seem to oscillate within this trend, varying mildly over different periods. Specific points showcase sharp increases and decreases, but the consistency of these trends is hard to verify without further detailed analysis.
Seasonality or Recurring Patterns
As it is a time-series data, to understand any seasonality or recurring patterns, we would require more information related to the cyclical trends or events that generally impact ANG exchange rates. However, based on the provided data, no frequent and predictable patterns are easily visible. Further statistical analysis needs to be done to understand the recurring patterns of the time-based data.
Outliers and Deviation
Regarding outliers, specific points jump out as potential outliers. These are the points where the exchange rate spikes up or drops sharply. However, such points are sporadic, and it's not clear if these are genuine anomalies or part of the dataset's inherent volatility. On a broader scale, the exchange rate's overall fluctuation range does not seem to be incredibly drastic. While large changes are observed, they are the exceptions rather than the norm and do not appear to disrupt an acknowledged trend or pattern.
Conclusions
To sum up, the dataset projects iterative fluctuations with mild variations in the exchange rates for the time period reviewed. There is a general increase in the rates, but given the rate's nature, it oscillates along this trend. While certain data points could be considered as potential outliers, it is pivotal to understand that in such financial data, outliers might be the result of volatile market behaviors. Finally, establishing seasonality or recurring patterns would require conducting more in-depth analysis, likely incorporating additional external data variables not currently present in the dataset.