2024-05-17 Kuwaiti Dinar News
2024-05-16
Summary of Yesterday
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
Understanding the Overall Trend
From the time series data provided, the overall trend is the gradual upward movement of the exchange rates. The initial value of the exchange rate was 4.43058, which moved up to 4.43538 by the end of the period. The data seems to suggest a slight inflation trend over time.
Identifying Seasonality or Recurring Patterns
The granularity of the data provided is very high (one observation every 5 minutes), and the overall timeframe covers less than 24 hours, making it difficult to state definitively about seasonality trends or recurring patterns based solely on this exchange rate set. Moreover, seasonal effects require at least 2-3 cycles (years) of data to be identified accurately. Therefore, we cannot rectify any recurring patterns from this dataset.
Noting Any Outliers
In considering outliers in this dataset, it is crucial to consider them in the context of exchange rate movements, which often are influenced by economic events and news. As this type of data is continuous and behaves in trend cycles, it may trend upwards or downward for extended periods. This behaviour is normal in such data and shouldn't necessarily be treated as outliers. Therefore, without considering external factors, one could say there are no significant outliers in this dataset.
In conclusion, from the analysis of the exchange rate data provided, an overall inflation trend was observed with no significant outliers. It was also noted that due to the short period of the data provided and high granularity, it would be inappropriate to draw conclusions about seasonality or recurring patterns. A more comprehensive analysis would require longer-term, broader data, and possibly inclusion of external influencing factors to enhance its granularity and relevance.