2024-04-30 Nakfa 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
The general trend of the exchange rate in the given dataset could be analyzed by observing the changes in exchange rates over time. Based on the data provided, the exchange rate starts at 0.09092 at the earliest timestamp (2024-04-29 00:00:02) and ends at 0.09121 at the latest timestamp (2024-04-29 23:45:02). The increasing value from start to end indicates that there is a general upward trend in the exchange rates over the duration covered by this dataset.
Identifying any Seasonality or Recurring Patterns
When looking at the recurring patterns or seasonality, it seems that the dataset does not exert strong evidence of recurring patterns or seasonality in the changes of exchange rates within the duration set. Exchange rates tend to be highly volatile, and this minimal timeframe may not fully capture seasonal or cyclical trends. However, the rates exhibit a somewhat rhythmic pattern of minor increases and decreases throughout the day, suggesting possible intra-day trading pattern influence.
Noting any Outliers
An outlier analysis in the dataset suggests that there are few significant deviations from the overall observable trend. Most of the fluctuations in exchange rates are minor, indicating that extreme factors did not significantly affect the exchange rates during this period. Outliers in exchange rate data usually are a result of significant macroeconomic events, which does not seem to have happened in this case.