TWD exchange rate reveals moderate fluctuations over April 2024
2024-05-05
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
1. Overall Trend Analysis
Upon reviewing the dataset, the overall trend of the TWD exchange rates from April 5, 2024 to May 3, 2024 is relatively stable with minor fluctuations. The exchange rate begins at 0.04232 at the beginning of the period and ends at 0.04238 at the end of the period. Although there have been small increases and decreases in between, the rate remains within the same range, and there isn't a clear significant upward or downward trend.
2. Seasonality and Recurring Patterns Analysis
In terms of seasonality or recurring patterns, this would generally require a more extended data period for comprehensive analysis. However, based on provided data, the fluctuations within a single day do not suggest any noticeable high-frequency (within-day) seasonality. Over the period of a month, there isn’t a clear recurring seasonal pattern either. The exchange rate fluctuations seem to operate more on an irregular or random pattern within the data set's time frame.
3. Outliers Analysis
An outlier in this context would be a significant deviation of the exchange rate from its typical range. As for the given data, there do not appear to be notable outliers, as fluctuations seem to stay within a range. That said, the biggest drop in the exchange rate from 0.0427 on April 12 at 14:00:01 to 0.04189 on April 29 at 02:00:02 and the biggest increase in the exchange rate from 0.04189 on April 26 at 14:00:01 to 0.04237 at May 3 at 10:00:03 could be highlighted. Despite these shifts, they are not extreme and do not account as significant outliers.
In summary, while there are variations in the data, it seems to suggest a largely stable TWD exchange rate across the studied timeframe without significant outliers or clear recurring patterns. Please note that this simplified analysis does not take into account potential external influencing factors, such as macroeconomic news or global events, and it is always encouraged to use more sophisticated models for actual trading decisions.