2024-04-17 Hong Kong Dollar News
2024-04-16
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. Overall Trend of Exchange Rates
The overall trend of the exchange rate seems to increase and decrease irregularly throughout the period shown in the data set. The lowest exchange rate appears around 0.1759 while the highest rate is spotted at 0.17677. The trend doesn't show a clear indication of general increase or decrease over a period of time; it largely remains stable but with some fluctuations.
2. Seasonality and Recurring Patterns
Given the dataset is only for a single day, it's insufficient to establish any clear seasonal trend or recurring pattern in exchange rates. Any detected patterns would require a longer time series for validation. These fluctuations throughout the day could be due to regular trading volatility.
3. Outliers
It is not straightforward to identify any outliers based on the provided dataset alone. However, the rate of 0.17677 appears to be the highest, and 0.1759 appears to be the lowest throughout the day. They could be considered as outliers. Any further statistical analysis, like calculating the standard deviation or a box plot, would be beneficial for the reliable detection of outliers.
Please note that this analysis doesn't consider external factors like market opening/closing hours, weekends/holidays, or the release of key financial news and reports which could significantly impact the exchange rates. It's based purely on the numerical data analysis from the given dataset.