2024-05-08 Australian Dollar News
2024-05-07
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
Over the time period given, the AUD exchange rates appear to have slight fluctuating behavior, gently moving up and down. Over the course of the day, the exchange rate seems to start at about 0.90381, before dropping gradually, reaching its lowest at approximately 0.90226. Then there is a gradual increase, reaching a high point at about 0.90636. Post this point, the rate experiences a drop, until a new day is reached where a similar pattern seems to reoccur. This potentially indicates a daily pattern of behavior. However, it's important to note no clear long-term (day-to-day) increasing or decreasing trend is evident based on the provided data.
Identifying Seasonality
It's evident that there's some intra-day seasonality in the data. A recurring pattern is noticed where the exchange rate experiences a decrease in the early hours of the day, followed by a gradual increase as the day goes on, reaching a peak in the later part of the day. It experiences a drop again post the peak until it shifts into a new day where the same pattern is observed again. However, as there's only data for a time span of a few days, it's hard to determine any weekly or monthly patterns with the provided data.
Noting Outliers
Based on the provided data and identified intraday trend and seasonality, no clear outliers, instances where the exchange rate differs significantly from what is expected, can be identified. The fluctuations in the exchange rate appear to follow a relatively consistent pattern, with no drastic leaps or falls evident. In this context, an outlier would be a drastically different value from the rest of the data that cannot be explained by the identified trend or seasonality.