2024-04-30 Seychelles Rupee News
2024-04-29
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
Analysis of Dataset
The dataset provided indicates changes in the exchange rates at different time intervals. The focus of the analysis will be on overall trend, seasonality or recurring patterns, and exceptional outliers.
Understanding the Overall Trend
From the data, the overall trend of the exchange rates is generally inconsistent across the timestamps. While we notice that the data starts at around 0.09091, it quickly rises within the first hour to about 0.09804, marking a considerable increase. Then there is a minor dip before the exchange rates peak at around 0.10115 towards the end. Although there are minor decreases at intervals, the general movement of the rates is upward.
Identifying Seasonality or Recurring Patterns
In terms of recurring patterns or seasonality, the data does not appear to exhibit significant seasonality. The exchange rate does not show a consistent pattern of fluctuation at regular intervals, suggesting that it may be influenced more by unpredictable or random factors. Though, a slight hint of a daily pattern with peaks and troughs can be observed.
Noting Any Outliers
There are a few instances where the exchange rate differs significantly and abruptly from the surrounding rates which could be considered as outliers. For instance, the jump from 0.10037 to 0.09192 around 06:20:02 and 06:40:02 on 2024-04-29 respectively. Similar unexpected changes also occur at other timestamps. However, it may not be considered outliers as this could be normal in financial exchanges.
Conclusively, to gain a more detailed understanding or to make predictions based on this data, more data would be helpful, ideally covering a greater time period and with more consistent timestamps.