2024-05-13 Kuwaiti Dinar News
2024-05-12
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
Upon analyzing the time series data, the overall trend of exchange rates (KWD) from April 12, 2024 to May 10, 2024, displays slight oscillations, but seems to be generally stable with minor decline. It starts near the value of 4.45722 and ends around 4.44383. Although small rises and falls alternately appear throughout the period, there is no significant trend of increasing or decreasing over time.
Seasonality or Recurring Patterns
Patterns or repetitive behavior (seasonality) are difficult to discern in this dataset as it covers just under a month period and there isn't clear cyclic fluctuation. However, some regular behaviors can be noticed on a daily basis where rates tends to fluctuating within a certain range, with minimal variations. But to confirm any specific seasonality, the dataset might need to consist a broader timescale.
Outliers
Outliers in the dataset, i.e., surprising points that deviate significantly from the overall pattern, are not easily identifiable from the given values. Most rate fluctuations seem to be modest and within the general pattern of the data. However, a more detailed statistical analysis could help to validate this.
Overall, understanding the trends in time-series data such as this, can provide invaluable insights into market performance and can help inform future monetary decision-making. It's important to note however that external factors such as economic news, geopolitical events and market sentiment can greatly impact exchange rates and may cause changes not identifiable through trend analysis alone.