2024-05-21 Bulgarian Lev News
2024-05-20
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. Overall Trend of The Exchange Rates
The exchange rates (BGN) data provided shows slight fluctuations. The minimum recorded rate is 0.75542, while the maximum is 0.76505. However, with no prominent peak or trough, the rates primarily seem to fluctuate in a quite narrow band and no significant trend of continuous increase or decrease can be observed.
2. Seasonality Or Recurring Patterns
The provided dataset spans over a single day making it challenging to determine seasonality or recurring patterns. The data would need to cover several days or weeks to determine patterns or seasonality. The granularity of the data should preferably cover multiple occurrences of the same periods (e.g., same hour of the day, same day of the week) to find any discernible patterns. Therefore, with the current input, identifying a seasonality trend isn't feasible.
3. Outliers
One apparent outlier exist in the provided dataset is at timestamp "2024-05-20 09:45:02" where the rate suddenly jumps to 0.76505 from 0.75675. Post this spike, it falls back to 0.75574 which is more in line with the general trend observed throughout the day. This spike is likely an outlier as it deviates significantly from rates observed throughout the day.
These findings can lay the groundwork for more profound analysis. With additional data or information, there is potential for a deeper understanding of this time-series data.