2024-04-16 Boliviano 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
Overall Trend Analysis
Based on the provided exchange rate data, there are no strong or definitive upward or downward trends observed over the period in question. The exchange rates generally fluctuated between 0.198 and 0.1997 throughout the day. The largest increase in the exchange rate happened at 06:25:02, where the exchange rate jumped from 0.19819 to 0.19895. However, these cases are relatively rare and most of the time, the changes are fairly minimal.
Seasonality and Recurring Patterns
In terms of seasonality or recurring patterns, based on the provided data, it is challenging to make significant conclusions without additional contextual knowledge on other influencing factors. However, there seem to be no obvious cyclical patterns or seasonality within the limited timeframe provided. The pattern seems to be more random and does not show a definitive time-series sequence that regularly repeats.
Outliers Identification
There were some notable outliers in the dataset, such as the one that occurred at 06:25:02, 09:15:03, and 09:55:02 where the exchange rate had a significant increase. However, the reasons why these outliers occurred could not be explained with the dataset provided. It's recommended to review additional external factors like market opening/closing hours, weekends/holidays, or the release of key financial or economic news to broaden the understanding of these outliers.
It's important to note that the statistical definition of "outlier" can vary, and considered outliers in this context because they significantly deviate from the pattern of neighboring data points.
Note
This data analysis does not consider external impacts such as market open/close times, weekends/holidays, or key financial news, which could significantly affect currency price fluctuations. Furthermore, no predictive modeling was done as per the request.