2024-04-22 Lempira News
Follow Lempira Forecast April 22, 2024
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
After an intensive analysis of the provided dataset, it can be seen that the exchange rate has a somewhat volatile behavior. Overall, the trend seems to slightly increase. However, the change is not significantly high. The change within the given timeframe starts with 0.05463 and ends with 0.05550, presenting a slight increment over the period.
Identifying Seasonality or Recurring Patterns
- The data series does not seem to have a clear seasonality or recurring patterns. The exchange rate fluctuates multiple times, and no clear cycle of these fluctuations can be identified based on the timestamps in this dataset.
- While the data might have intraday patterns, it would require more granular data (such as hourly rates) over a longer period to identify such short-cycle patterns more confidently.
- Moreover, to understand annual seasonality, data over several years would provide a more robust basis for discerning any such patterns.
Note on Outliers
In terms of outliers, this dataset does not show significant deviation from the trend or other values that can be classified with certainty as outliers. The data seems to mostly fluctuate within a certain band, without any sudden massive rise or fall which would be recognized as an outlier.
In conclusion, while the exchange rate does increase slightly over the period, it does show a fair bit of volatility, albeit within a narrow range. There are no clear repeating patterns, and also no clear outliers in the data. The analysis might benefit from additional data including more granular intraday data and longer time series to discern patterns with more certainty.Current Middle Market Exchange Rate
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