2024-05-01 Boliviano News
2024-04-30
Summary of Yesterday
- 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
The provided data shows the 'BOB' exchange rate from 2024-04-30 00:00:02 to 2024-04-30 23:55:02. From a broad perspective, the exchange rates follow an increasing trend throughout the day. The rates start around 0.19752 at midnight and by the end of the day, despite certain fluctuations, it increases to around 0.19809. Therefore, an overall upward trend can be noticed.
Seasonality or Recurring Patterns
In time-series data analysis, seasonality refers to the presence of variations that occur at specific intervals, such as weekly, monthly, or quarterly. In this particular set, it is difficult to determine seasonality as the data covers only a single day. However, some minor fluctuations can be seen throughout the day, where the exchange rate shows periodic rise and fall, but it doesn't establish a strong pattern of seasonality within a day.
Significant Changes and Outliers
The largest change in the trend occurs somewhere close to 07:40:02 when the exchange rate jumps from 0.19784 to 0.19851, an unusually high increase in contrast to the normal upward trend. Such a fluctuation could be considered an outlier. Another distinctive drop happens around 20:00:03 when the exchange rate drops from 0.19935 to 0.19811. These instances might need further investigation to understand the triggers behind such substantial changes.
Concluding Remarks
From the given data set, we can see subtle fluctuations in the exchange rates throughout the day, with an overall upward trend. The two significant changes in the trend are potential outliers that might be prompted by specific market events or news. As per your request, no external factors have been considered, but it is worth noting that events such as market opening/closing hours, economic news, and weekends/holidays often play a significant role in financial markets analysis.