2024-04-29 Vatu News
2024-04-28
Summary of Last Week
- 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 overall trend of the exchange rates in the dataset appears to be fairly stable, with marginal fluctuations. The rates range approximately between 0.01117 and 0.01164. There are minor increases and decreases at different points, however, these do not indicate a clear upwards or downwards trend over the given time period.
2. Seasonality or Recurring Patterns
Seasonality or recurring patterns are not apparent from the raw data provided. The dataset's period is not over a full year, limiting the chances of identifying clear seasonal trends. The data also does not provide information about the day of the week for each timestamp, which would enable analysis of weekly patterns. A more detailed analysis or recurrent neural network can discover any hidden patterns within the data.
3. Outliers in the Exchange Rates
By observing the data, no significant outliers are visible, the exchange rates don't seem to exhibit extreme deviations from the identified range (0.01117 - 0.01164). This indicates a level of stability in the exchange rates during the time period in the dataset.
Please note, this analysis is based on observation of the provided raw data only. A more in-depth statistical analysis using standard deviation, box plots or other statistical methods could help to identify more subtle trends, patterns or outliers that may not be immediately noticeable through observation.