2024-04-26 Kuwaiti Dinar 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
1. Overall Trend of Exchange Rates
The exchange rates in the dataset fluctuated between approximately 4.43603 and 4.45881. Over the timeframe of one day seen in the data, it witnesses slight rises and falls. However, the overall picture is that despite minor fluctuations, the trend can be considered relatively stable, without any significant upward or downward drift. The commencement and cessation points indicate a general decrease in exchange rates, with the former registering at 4.44421 and latter around 4.43479.
2. Seasonality or Recurring Patterns
Based on the provided data, it's challenging to identify a definitive seasonal trend or recurring pattern. The pattern seems somewhat chaotic, typical for exchange rates which tend to be influenced by many internal and external factors. There were periods of increase, decrease, and plateau within the course of a day, but none of these patterns seem to recur repetitively or cyclically in a manner that signifies seasonality.
3. Outliers in the Dataset
Examining outliers in this dataset is tricky without strictly defined 'normal' parameters. The fluctuations do fall within a relatively tight range as mentioned earlier, from around 4.43603 to 4.45881. Therefore, it's not glaringly apparent that there are any significant outliers where the exchange rate differs massively from the observed norm. However, the maximum value 4.45881 might be considered a minor outlier as it is the peak value with a slight departure from the rest of the dataset.