2024-04-26 Aruban Florin News
2024-04-25
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 assessing the provided dataset, the overall trend in the exchange rates reveals a gradual decrease. This trend is characterized by minor fluctuations, where the peak rate is 0.76156 and the lowest rate reaches 0.75816. Although there is no sharp increase or decrease within the period, the rates generally decline over time.
Seasonality or Recurring Patterns
Within this specific dataset, clear seasonality or recurring patterns in the exchange rates are not prominent. While some minor fluctuations occur approximately at the same time on different days, these observations do not form significant, deterministic repetitive patterns. Thus, any major decision on rate prediction based on just seasonality within this dataset may not be accurate.
Highlighting Outliers
An outlier is observed at the timestamp of '2024-04-25 07:30:04', where the rate suddenly increases to 0.7601 from 0.75897. This rate is significantly higher than the immediate preceding and succeeding exchange rates. Another similar situation occurs at timestamps '2024-04-25 08:05:03' to '2024-04-25 08:40:02', where the rates go well above 0.7600 which did not follow the gradual decline trend. Such exceptions can be characterized as outliers in this dataset.
In conclusion, the provided dataset overall shows a slow decline in exchange rates. However, there is an absence of clear seasonality or recurring patterns, and a few outliers are present as well. Therefore, any investment or financial decision should consider these factors and possibly integrate more comprehensive and external elements for a more accurate prediction.