2024-04-18 Singapore Dollar News
2024-04-17
Summary of Yesterday
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
Understanding the Overall Trend
The overall trend of the exchange rates over the time series provided appears to show small fluctuations but not a consistent or clear trend of increasing or decreasing. Although minor peaks and valleys are present in the data, there are no extreme highs or lows. The exchange rate at the beginning is roughly around 1.01326, and it ends up being 1.01203 at the end of the day, indicating a minor decrease.
Identifying Recurring Patterns and Seasonality
Given the limited data set, it's challenging to identify any clear patterns or seasonal variation. The data appears to fluctuate throughout the day, but no particular time of day consistently emerges as a point of significant increase or decrease.
Outliers
There do not seem to be any significant outliers in this dataset. Note that an outlier would be a single data point that diverges significantly from the overall trend or range of the dataset. Your dataset ranges between roughly 1.01188 and 1.01406. All dataset points fall within this range with no extreme spikes or dips.
Additional Considerations
It should be noted that while this analysis does not consider external factors like market open/close times, weekends/holidays, or the release of key financial news and reports, those factors can indeed impact an exchange rate's movement. Although those aren't considered in this analysis, recognising them can lead to a more nuanced understanding and analysis of exchange rate movements in future datasets.