2024-05-07 Malaysian Ringgit News
2024-05-06
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
Understanding the overall trend of the exchange rates
From the provided data, it seems that the exchange rate values fluctuate between approximately 0.28813 and 0.28870. The exchange rate appears to exhibit a generally stable trend, with small fluctuations likely due to normal volatility in exchange markets. There are slight increases and decreases in the rate, but no clear upward or downward trend is observed over the period in question.
Identifying any seasonality or recurring patterns in the changes of exchange rates
Seasonality or recurring patterns in time series data often are dependent on external factors not present in the dataset, such as specific financial events, public holidays, or weekends. However, examining the data on its own does not seem to exhibit clear signs of seasonality or regularly recurring patterns. While certain minor fluctuations may occasionally repeat, these do not represent a systematic seasonal effect. Thus, based on the data provided, no definite seasonality or recurring patterns can be identified.
Noting any outliers
No significant outliers are observed in the dataset. The exchange rate stays within a small range and does not exhibit large, sudden increases or decreases that would indicate an outlier. This suggests the rate during this period was relatively stable, without large shocks or unexpected changes. Therefore, there are no specific instances where the exchange rate differs significantly from what would be expected based on the trend or potential seasonality.