2024-04-22 Lebanese Pound News
2024-04-21
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
Understanding the Overall Trend of the Exchange Rates
From a general observation of the data, the exchange rate has been relatively stable for most of the observed period. The value primarily sticks at 0.00002, with a slight increase to 0.00003 on the 27th of March, 2024, at 20:00:03 and 22:00:02 (these dates and times are treated as accurate). This sudden steep increase is then followed by a return to the previous value, 0.00002. Thus, with these significant spikes notwithstanding, the trend is primarily stable over the entire period.
Identifying Seasonality or Recurring Patterns
Considering how the exchange rate is steady at 0.00002 for the vast majority of the period, the timestamp does not significantly influence the exchange rates. Despite the fact the data is time series, we can't establish an apparent regular or recurrent behaviour at specific intervals (time or date). However, the presence of a slight increase on the 27th of March, 2024 should not be disregarded. Further investigation into similar patterns occurring on specific dates or hours in other datasets may uncover some valuable insights.
Noting Outliers in the Trend
The prominent outliers in this dataset, as previously mentioned, can be found on the 27th of March, 2024 at 20:00:03 and 22:00:02. During these moments, the exchange rate surged from its constant 0.00002 to 0.00003. Even though we only have one instance of this happening, these specific data points can be considered outliers due to their significant difference from the rest of the data.
Please note that while we do have a well-established trend and outliers within this dataset, no definitive cause or trigger for these changes are identifiable purely based on the provided data. External factors such as market fluctuations, economic indicators, or critical news releases, are not reflected in the raw numerical data and considered for this analysis.