2024-05-10 New Taiwan Dollar News
2024-05-09
Summary of Yesterday
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
Comprehensive Analysis of TWD Exchange Rate
The given dataset corresponds to the time-stamp records of exchange rates involving TWD (Taiwanese dollar) from the 9th of May 2024. The time-stamps are separated mainly by five-minute intervals, providing an extensive and granular picture of how the exchange rate moves in a pre-determined time frame. Let's proceed with the analysis as per your query.
1. Understanding the Overall Trend in the Exchange Rates
From the given data, it's noted that the majority of values for the exchange rate fall in the range 0.04214 - 0.04237. These values show that there isn't a drastic change in the exchange rates within this particular day. Over the time period shown, the rates are relatively stable, remaining around a particular median value, and navigating in a tight range.
2. Identification of Seasonality or Recurring Patterns
Given that the data provided is for a single day, it is quite challenging to infer seasonality or recurring patterns. For this, we would typically need a longer span of data extending across multiple weeks, months, or years. Nevertheless, with the data on hand, we notice that there is no drastic change happening in this single day's timespan, suggesting a level of intra-day consistency in the TWD exchange rate.
3. Noting any Outliers in the Exchange Rates
An outlier in a dataset is defined as a value that differs significantly from other observations. They might occur due to measurement errors, or due to actual variation in the data. In this context, the range doesn't vary much from 0.04214 to 0.04237, the deviation is minor. Hence, we can say the dataset doesn't seem to contain outliers that fall significantly outside the general trend of the exchange rate fluctuation.
Limitations of the Analysis
- This analysis doesn't consider external aspects that could significantly impact currency exchange rates, such as the market's opening and closing hours, weekends or holidays, and the release of crucial financial news and reports.
- The analysis carried uses the data of a single day. For an in-depth analysis, it is preferable to have the data for an extended period.