2024-04-17 Malaysian Ringgit 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 Analysis
The overall trend in the exchange rates data provided shows a slight fluctuation. Observing the given data, it seems like the exchange rates have been oscillating between 0.287 and 0.289. Note that, while there are instances where the exchange rate touches the peaks of 0.289 and troughs of 0.287 multiple times, the timescale (frequency) is quite small; therefore, it represents an almost steady or constant trend in the exchange rate.
2. Seasonality and Recurring Patterns
From the time series data provided for this short duration, it's not evident if there are strong seasonality trends or distinct recurring patterns. Given the relatively constant nature of the exchange rate in this dataset, it seems that the rate is unaffected by the time of day. For a more robust and informed conclusion, an expanded dataset over a longer duration, including data of all seasonal periods (yearly, quarterly, monthly), would be required.
3. Outliers Analysis
Outliers in a data set are values that diverge significantly from the overall pattern. In the context of this data, any abrupt and large variations in exchange rates would be considered outliers. However, upon assessment of this data over the provided period, no significant outliers are detected. Most of the fluctuation in the exchange rate lies between 0.287-0.289, the variation is minimal, and no abnormal spikes or falls are noticed.
Please notice that this analysis is solely based on the provided data and does not consider any external factors such as market opening/closing hours, weekends/holidays, or the release of key financial news and reports.