2024-04-26 Pataca News
2024-04-25
Summary of Yesterday
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
Overall Trend Analysis
The data shows a general decrease in the exchange rate (MOP) over the given time period. The exchange rate starts at 0.16991 at the first timestamp, peaks briefly at 0.17036, and then gradually decreases, reaching a low of 0.16945 by the end of the timeframe. Therefore, we observe a downward trend indicating the depreciation of the exchange rate throughout the given period.
Seasonality and Recurring Pattern Analysis
Regarding the seasonality or recurring patterns, it is difficult to determine from the given data due to the short duration covered (approximately one day) and the high frequency of the data (every few minutes). For a proper understanding of seasonality, longer time series data is usually needed. However, the data seems to be fairly consistent, with small fluctuations throughout the day. That said, no distinctive recurring pattern is observed in the given timeframe.
Outlier Analysis
Throughout the dataset, we observe small gradual variations in the exchange rate rather than any significant jumps or dips. Hence, no significant outliers are identified. All points appear to align fairly well with the overall trend of the data, with no instances where the exchange rate differs significantly from the trend. Ultimately, the data exhibits strong consistency in its temporal progression.
Closing Remarks
This analysis provides an overview of the given exchange rate data, depicting the overall trend, recurring patterns (if any), and any outliers. A full-fledged statistical study and modeling would be required for more advanced and detailed insights. Also, several other external factors such as market opening/closing hours, weekends/holidays, and release of key financial news and reports can impact the exchange rate making the analysis more complex.