Noteworthy Rally in USD Exchange Rates on April 30 2024
2024-04-30
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 of the exchange rates
Looking at the data, we observe that the exchange rate shows a general upward trend over the period covered. The value of USD starts at 1.36815 and ends at 1.37795, representing an increase overall. However, it does so with some fluctuations over time, indicating volatility in the market.
2. Identifying any seasonality or recurring patterns in the changes of exchange rates
Since the data is only for one day, it is difficult to reliably detect any seasonality or recurring daily patterns. Seasonality in time series data typically arises over longer periods (like weekly or yearly) and would require a larger dataset that spans across several such periods. However, some micro patterns can still be observed such as the value of USD tends to increase to a peak at around 07:40 and then decrease to attain a low point later, followed by again increasing.
3. Noting any outliers or instances where the exchange rate differs significantly from what would be expected based on the trend or seasonality.
There are some instances where the exchange rate fluctuates with a larger magnitude than usual. Two notable outliers in the data are around 07:30 and 07:40 where there's a sudden increase in the exchange rate from 1.3676 to 1.37225. This represents the highest deviation from the trend. It is important to note that such outliers can be due to various factors, including market news, investor behavior, or even artificial market manipulation in certain cases. However, as requested, no specific events or external factors are considered in this analysis.