2024-04-22 Vatu 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 the Exchange Rates
An initial analysis of the data reveals a generally steady trend in the exchange rates. The rates slowly increase from 0.0113 at the start of the dataset to about 0.0116 towards the end. There is not a dramatic variance in the values, but the trend seems to be gently inclined upwards. Although there are minor dips and rises within the data, no significant drastic drop or sharp increase is apparent.
Seasonality or Recurring Patterns
In terms of seasonality or recurring patterns, there is no strong indication of such trends over the time frame given. The data provided does not seem to consist any notable regular patterns in terms of hourly, daily, or other periodic fluctuations. But it should be kept in mind that this conclusion can vary with more amount of data. Observing patterns over a longer time frame, such as annual or semi-annual, might deliver more insights.
Identification of Outliers
An outlier analysis of the data shows relatively consistent exchange rates with minor fluctuations in place. Very few values diverged significantly from the overall trend. Most of the changes within the exchange rates are minor and smooth, indicating a stable and consistent range for the most of the dataset. No surprising or unusual outliers are identified here.
Conclusion
It is important to remember that this analysis is based on the available limited data. Definitive conclusions about the larger patterns, trends, or external factors may require more comprehensive and longer time-series data. Also note that this analysis is purely based on the numerical data provided, without consideration of the wider socio-economic context which would surely have an effect on exchange rates. For deeper insights and more accurate forecasts, additional data inputs and considering the external factors would be recommended. However, with these limitations in mind, the dataset shows a gentle upwards trend with no noticeable periodic patterns and very few values diverging significantly from the overall range.