2024-05-01 Kuwaiti Dinar News
2024-04-30
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
Over the provided dataset, the exchange rate of the KWD has shown a general upward trend. Starting at 4.44176 at the beginning of the day, the rate increased to a high of 4.47223 near the end of the day. This overall increase demonstrates that the value of the KWD compared to the other currency in the pair rose during the course of this day.
Seasonality and Recurring Patterns
Within this single day, there is an observable pattern where the exchange rate increases during the first half of the hour and then decreases slightly in the second half. This recurring pattern suggests that there is some degree of seasonality in the exchange rates within an hour window. Furthermore, the largest increases typically occur at the end of each hour, followed by a decrease at the beginning of the next hour. While the dataset covers only one day, these patterns might hint at possible intraday seasonality in the currency market dynamics.
Notable Outliers
There is a notable outlier in the dataset towards the end of the day. The exchange rate jumps from 4.44247 to 4.45579 between 2024-04-30 07:30:03 and 2024-04-30 07:40:02. This is a significant deviation from the general trend and seasonality, and it suggests an event or market reaction may have triggered an abrupt change in the exchange rate. However, given that we are not considering external factors in this analysis, it will be categorized as an outlier. After this point, the KWD exchange rate continues to increase, mostly aligned with the overall upward trend.