2024-05-06 Lek News
2024-05-05
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
Looking at the provided data, it appears that the exchange rates have a stable trend over the period with only slight fluctuations. The values are generally kept within a range of 0.0143 to 0.0146, and while there are minor increases and decreases, the rates don't vary widely and tend to return to a stable level. The value seems to have marginally increased over time but it's within a very small margin. Thus, the exchange rate can be considered relatively stable over the time period.
Seasonality or Recurring Patterns
Identifying a clear pattern or seasonality within time-series exchange rate data can be complex due to the various factors influencing exchange rates. Observing the given data, a clear seasonality or regular recurring pattern is not immediately visible. The exchange rates show minor fluctuations throughout the day, but these do not appear systematic or predictable which might be due to the fact that exchange rates are influenced by a myriad of factors which are not considered in this analysis.
Identification of Outliers
In the provided dataset, no significant outliers have been identified. Although there are slight fluctuations in the exchange rate, all the recorded rates fall within a very close range of each other. No values diverge significantly from the general trend, suggesting that during the time frame considered, the exchange rate did not experience any drastic or abrupt changes that could be classified as outliers.
Remember, this is a simplified analysis purely based on the given dataset. In a real-world context, formal statistical tests would be conducted to more accurately analyze the trend, seasonality, and presence of outliers in exchange rate data.