2024-04-17 Boliviano News
2024-04-16
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 Analysis
There is a clear fluctuation in the exchange rate throughout the given period, but the extreme highs and lows seem to be balanced maintaining a near to stable average. The rates generally start at approximately 0.1989, with a minimum value of 0.19874 and a maximum value of 0.19974, forming a range of variation relatively small, which validates our approximation of stability in the data's trend as there is no strong trend of increasing or decreasing.
Seasonality and Recurring Patterns
The time series data for exchange rates provided does not indicate a clear seasonality or recurring patterns at first glance. However, without additional context, such as market opening/closing hours, weekends/holidays, or the release of key financial news and reports, it would be challenging to categorically affirm or deny any patterns or trends on a daily or hourly basis.
Outlier Detection
No clear outliers seem to be present in the dataset. The majority of the exchange rates fluctuate within a small range without any distinct spikes or drops. However, without a clear understanding of what may constitute an 'expected' rate at each timestamp, it's challenging to ascertain what might be considered an outlier in this context. Furthermore, without understanding the underlying factors that influence these exchange rates, we would risk incorrectly identifying outliers based on rate alone.
It's essential to note that while this preliminary analysis provides initial insights, a more profound and detailed analysis may be needed for a more accurate understanding of the dataset trends and seasonal fluctuation.