2024-04-19 Nuevo Sol News
2024-04-18
Summary of Yesterday
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
Analysis of the Overall Trend
From examining the data, it's apparent that there is no strong prominent trend in the exchange rate of PEN over the duration displayed. The rates fluctuate within a fairly narrow range between 0.36581 and 0.36788. There’s an indication of a non-trending (stationary) market where uncertainty and risk are higher as the rates don't depict a strong upward or downward movement. Primarily, the rates seem to be largely stable with minute variations.
Identification of Seasonality and Recurring Patterns
Seasonality in time-series data is identified as recurring patterns at regular intervals. However, in the dataset provided, the intervals are constant (every 5 to 10 minutes), but the PEN exchange rate does not show a consistent pattern repeating at these intervals. Consequently, it's a challenge to point out a particular seasonality trend or recurring pattern based purely on the provided dataset.
Observation of Outliers
An outlier in this context would be a significant deviation from the general exchange rate trend. Analyzing the collection of dataset, no salient outliers are detected. A possible mild outlier could be the rate of 0.36788, as it resides on the higher end, but it is not dramatically breaching the typical fluctuations in the dataset.
Overall, without considering any external factors such as market opening/closing hours, weekends/holidays, or the release of key financial news and reports, this dataset represents relatively stable currency exchange behaviour with minor fluctuations and no significant outliers.
Please note that accurate analysis and forecasting would necessitate the consideration of a more abundant dataset perhaps over a more extended period, inclusion of additional variables, or external market fundamentals.