2024-05-21 Singapore Dollar News
2024-05-20
Summary of Last Month
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
Overall Trend of the Exchange Rates
From the data provided, the exchange rates appear to have minor fluctuations and largely remain stable. There isn't a clear indication of a consistent significant increase or decrease over the entire period of this data.
Seasonality and Recurring Patterns
The dataset does not seem to contain clear cut seasonality or recurring pattern at a glance. This suggest a larger sample size could be useful in detecting any possible patterns. A further detailed and statistical analysis such as Autocorrelation plot or Fourier transformation could be considered to showcase subtle seasonality that might not be immediately obvious from visual inspection.
Outliers
There are few points where the exchange rate has fluctuated significantly from the overall trend, generally remaining within a narrow band. Large and sudden fluctuations in the exchange rate can be an impact of a variety of factors like changes in monetary policy, economic reports, geopolitical events and flows in the international finance system. As per the instruction, these factors were not considered in this analysis.
Note: All points made are observations from provided data and can only be confirmed with thorough statistical analysis.