2024-05-03 Pula News
2024-05-02
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 of the exchange rates
The dataset comprises financial data of the BWP exchange rate at different timestamps. After thorough examination of the dataset, it appears that the exchange rate has been fluctuating throughout the period shown. At the start of the period, the exchange rate peaks at 0.09701, followed by a downward trend until it reaches the lowest at 0.09687. The rates then rise again, peaking at 0.10024 before declining over time to a low point of 0.09978, and later on, rising to 0.10008. In essence, the BWP exchange rates generally fluctuate over the specified timeframe.
Identifying any seasonality or recurring patterns in the changes of exchange rates
Upon analyzing the time-series data, it seems there isn't a clear-cut seasonality or repeated pattern in the changes in exchange rates throughout the period examined. Changes in the exchange rates depict a persistent irregular pattern, which is typical of financial data sensitive to a variety of factors. However, further analysis is needed with more data or considering other variables to determine if there is a seasonal effect.
Noting any outliers, or instances where the exchange rate differs significantly
In reviewing the provided dataset, there was a noticeable sharp peak in the exchange rate at several instances, specifically where the rate jumped from around 0.097 to 0.10023, and another jump from 0.09978 to 0.10005. These could be considered as potential outliers as they represent a significant difference from their preceding rates. However, defining these points as actual outliers would need an in-depth statistical analysis.
In summary, a trend of fluctuating BWP exchange rates with no evident seasonality or recurring pattern is noticed. There are few potential outliers spotted, but additional investigation is warranted to draw definitive conclusions.