2024-04-30 Libyan Dinar News
2024-04-29
Summary of Last Month
- 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
Looking at the dataset provided, the LYD exchange rates show a general upward trend. This is characterized by slightly increased rates over time which indicates that the currency is gaining strength compared to its counterparts. The data starts from a low of 0.27993 and gradually increases to a high of 0.28111. However, the change is not significant as the overall swing within this timeframe is very small.
Identifying any Seasonality or Recurring Patterns
Upon inspection of the dataset, I could not identify any obvious seasonality or recurring patterns within these particular data points. This dataset seems to be captured at a high frequency (every five minutes) which does not typically exhibit seasonality. However, with a larger dataset it may be possible to reveal daily, weekly, or monthly patterns.
Identifying Outliers
Based on the analysis, outliers within this dataset are not easily identifiable without further statistical analysis. Given the small range of values and the high-frequency nature of the dataset, fluctuations in the exchange rate seem to fall within a normal range without any significant spikes or dips that would represent a clear outlier. It is recommended to perform a detailed statistical analysis, possibly including standard deviation or an Interquartile Range (IQR) analysis, to better identify potential outliers.