2024-05-03 New Taiwan Dollar News
2024-05-02
Summary of Yesterday
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
1. Understanding the Overall Trend
Looking at the data provided, the overall trend of the Taiwanese Dollar (TWD) exchange rate over the course of the day for May 2, 2024 shows a generally stable pattern with a slow increase. The rate started at 0.04217 at 00:00:02 and ended slightly higher at 0.04225 at 23:55:02. This denotes a small appreciation of the TWD over this period.
2. Identifying Seasonality and Patterns
To analyze seasonality and patterns, one must look into the intra-day fluctuations of the data. Looking into the 5-minute interval timestamp data, no clear recurring pattern or seasonality could be observed from this single day data. The rates varied within a very narrow band of 0.04216 to 0.04228, without a clear cyclical pattern of increasing or decreasing within specific periods of the day. More data across multiple days will be needed to observe any meaningful daily or hourly patterns.
3. Noting Outliers
The data does not appear to contain any significant outliers. The TWD exchange rate seems to have maintained a steady range without drastic or unexpected fluctuations. However, we should note at 16:35:03, the rate briefly went up to 0.04228, which, while within the overall range, was a slight breakaway from the narrower range held during most of the day. This slight increase is an example of an instance where the exchange rate differs somewhat from the normal range for the day.
Conclusion
From the data provided on May 2, 2024, the TWD exchange rate showed a slightly increasing but generally stable trend throughout the day. But to make a comprehensive analysis regarding seasonality, patterns, or outliers, data across a longer period encompassing multiple days would be more beneficial.