2024-04-18 Tala 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
Upon examining this time series data, it's clear that the overall trend in the wst exchange rates shows a slight decrease over the given period. At the start, the WST exchange rate was 0.49296, and it decreased to 0.49058 by the end of the period. There are some negligible fluctuations, but the overall trend is a slight decrease.
Identifying Seasonality or Recurring Patterns
An initial review of the data doesn't reveal an obvious seasonality or recurring pattern in the changes of exchange rates. This requires more detailed statistical analysis to pinpoint any potential patterns, given the time series data's complexity and the many factors affecting currency exchange rates. To confirm seasonality, a time series decomposition can be performed which separates the data into trend, seasonality, and residual components.
Noting any Outliers
The data appears relatively smooth, with no significant spikes or drops suggesting potential outliers. The fluctuations in exchange rates seem to be consistent with the type of incremental changes typically seen in financial markets. However, to get a precise understanding of potential outliers, a box plot or standard deviation analysis can be performed which will provide numerical boundaries for potential outliers detection.
Given the limitations of this analysis, an in-depth analysis using financial time series analysis methods and tools may provide better insights and help confirm these initial observations.