2024-04-25 Bulgarian Lev News
2024-04-24
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
Upon initial investigation of the dataset, the exchange rates appear to have minor fluctuations throughout the day. The rates slightly decrease from 0.74814 at the start and down to 0.74937 by the end of the dataset. This movement indicates a generally steady exchange rate with minimal increments.
Identifying Seasonality or Reoccurring Patterns
In observing the timestamp, the data seems to be recorded at five-minute intervals. There does not appear to be explicit seasonality or recurring patterns within the scope of this dataset, supporting the slight incremental pattern mentioned before. More data may be needed to detect daily or weekly patterns accurately.
Noting Outliers
Outliers in the dataset are instances aiding in significant jumps or dips in the exchange rates. The given set reflected an occasional 15-minute interval instead of the typical 5-minute gap, which could potentially disrupt the accuracy of detecting real-time outliers. Further examination of specific instances or an expanded dataset could identify these potential outliers.
In conclusion, the dataset displays a steady trend in exchange rates with minor fluctuations throughout. The increments are subtle, with no clear seasonality or reoccurring patterns detected within this particular set. Outliers potentially exist but are undeterminable through the existing data due to occasional differences in the data recording interval. More comprehensive data will yield a more accurate analysis of potential seasonal patterns and outliers.