2024-05-09 Kuwaiti Dinar News
2024-05-08
Summary of Yesterday
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
Understanding the Overall Trend of the Exchange Rates
After careful analysis of the provided KWD exchange rate data, it is observed that the overall trend throughout the period seems to be stable with minor fluctuations. There is no clear indication of a constant increase or decrease in rates. However, there are noticeable slight fluctuations which indicate regular trading activity.
Identifying Seasonality or Recurring Patterns
On a closer inspection of the exchange rates, there are instances where one can discern possible patterns or cycles, indicating some level of seasonality. There seems to be a repetition of changes in value within certain hours of the day. However, it would require a more in-depth analysis using techniques like auto-correlation or Fourier transforms to statistically verify the presence of seasonality.
Noting Any Outliers
Looking through the data, there does not appear to be any significant outliers or values that differ greatly from the overall pattern. The rates remained within a narrow window, which indicate high level of stability. That being said, occasional spikes and drops can be noted, representing minor instabilities from time-to-time and are normal in any financial time-series data.
Note: This analysis is simply observing the patterns visible in the given dataset. It does not factor in external market conditions, news events, or other micro and macroeconomic factors that often greatly influence exchange rates. Furthermore, predictive forecasting has not been conducted as per the request.