2024-04-30 Malaysian Ringgit News
2024-04-29
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 Analysis
Upon assessing the dataset for the MYR exchange rate from timestamps on 2024-04-29 00:00:02 to 23:45:02, it is found that the exchange rates generally showed an increasing trend. Starting from 0.28572, the exchange rate increased overall to 0.28699, even though there were slight fluctuations in-between. This suggests that during the timeline, the MYR currency had a tendency to strengthen.
Seasonality and Recurring Patterns
An initial eye test of the data suggested some degree of seasonality within the day; however, due to the limited duration and lack of data from other days, it's challenging to draw concrete conclusions about daily recurrence patterns. A more diverse dataset containing timestamps from various days or months would be suited to establish and confirm any daily or monthly seasonal trends.
Outliers Detection
The dataset appears to be smooth with gradual changes throughout the day, indicating that the MYR exchange rate movements were relatively consistent and no single record appeared to deviate significantly from the overall pattern. There were no obvious outliers where the exchange rate differed from the trend in a surprising way.
Note on External Factors
Although it was asked not to factor in any external influence such as market opening/closing hours, weekends/holidays or release of crucial financial news, it's worth noting these factors can significantly influence the exchange rate pattern and the identification of trends and outliers.
Disclaimer
The above analysis is a general overview based on the provided data. It's important to remember that currency markets are influenced by numerous factors, and deeper, more thorough analysis would require taking into account more comprehensive data and factors.