2024-04-16 Peso Convertible News
2024-04-15
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
1. Understanding the overall trend of the exchange rates
Based on the dataset provided, it appears that the exchange rates have been moderately volatile during the period under observation. Noting specific points in the data, we direly begin at an exchange rate of approximately 1.37547, with some oscillation until we reach a low point at 1.37277 around the timestamp of 2024-04-15 08:10:03. However, the exchange rate then slowly increases to a high point at approximately 1.38135 at timestamp 2024-04-15 21:40:01, before slightly decreasing and ending within the range of 1.37995 at the final timestamp provided.
2. Identifying any seasonality or recurring patterns
As for seasonality or recurring patterns within the data, it appears the rates follow a slightly sinusoidal wave indicating some level of cyclic behavior. However, we cannot definitively conclude any daily or weekly patterns from the given dataset. Confirmation of such would require a more extended period of data that includes entire weeks or months.
3. Noting any outliers
In terms of outliers, a comprehensive statistical test was not conducted; however, based on a preliminary visual scan of the information, there's no outrageous spike or drop in the exchange rates which could be deemed as 'outliers'. The data stream seems to yo-yo within a constrained range. However, conducting a rigorous statistical test such as the Grubbs' test is recommended to catch any subtle outliers not immediately visible.
Please note that this data analysis doesn't take into account external factors such as market opening/closing hours, weekends/holidays, or any key financial news and reports, which can significantly influence such time series data.