2024-05-02 Moldovan Leu News
2024-05-01
Summary of Yesterday
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
From the data provided, below are the findings and interpretations.
1. Understanding the Overall Trend of Exchange Rates
The overall trend of the exchange rates over the time period provided appears relatively stable with minor fluctuations. The rate started at 0.07755, has seen small peaks and troughs throughout the provided data, and finally ended at 0.07811. The range was from a minimum of 0.0775 to a maximum of 0.07818.
2. Identification of Seasonality or Recurring Patterns
Although there are minor fluctuations within the timeframe, identifying a specific pattern or noting a clear seasonality is challenging from the given dataset. The data generally fluctuated within a tight range of values without a clear repetition or pattern. Further complex statistical analyses such as Autoregressive Integrated Moving Average (ARIMA) model or Fourier Transformation may be needed to identify possible patterns or cyclical behaviors in the dataset.
3. Observation of Any Outliers
From a visual perspective, there doesn't appear to be any significant outliers, where the exchange rate differs greatly from the general trend. However, for a more accurate identification of outliers, it is recommended to use statistical techniques like Z-score or Interquartile Range (IQR).
With the given dataset, it is difficult to consider any specific event effects or external factors in the analysis as no such information was provided. For a more accurate interpretation of the trends or patterns and to potentially improve the forecast accuracy, having additional information about key financial news, market-opening and closing hours, weekends, and holidays would be beneficial, although not required in this analysis.