2024-04-30 Tala 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 of Exchange Rates
Based on the provided data, the overall trend of exchange rates seems to be gradually increasing. The rates, represented by the WST column, appear to start at 0.48642 on 2024-04-29 00:00:02, and end on 0.48802 on 2024-04-29 23:45:02. Even though there are minor fluctuations in between, the general upwards trend can be observed.
Seasonality in Exchange Rates
In terms of seasonality or recurring patterns, the data set does not provide enough breadth to ascertain this. We would need to look at the data across different points in the day, week, month, and year to see if there are clear patterns based on time. For instance, certain hours of the day may consistently show higher or lower rates. This data set only provides exchange rates for two hours, thus not enough to establish patterns in seasonality.
Outliers in the Exchange Rates
An outlier in this dataset would be a sudden substantial change in exchange rates. There doesn't appear to be any significant outliers or sudden drastic changes. Rather, it seems like the rates have been gradually changing over the given time period. However, to establish this finding more accurately, more comprehensive statistical analysis tools like an IQR method or a Z-score could be employed.