2024-04-24 Australian Dollar News
2024-04-23
Summary of Yesterday
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
Overall Trend of the Exchange Rates
The overall trend of the exchange rates seems to be relatively stable with some minor fluctuations. Initially, there is a slight but steady decline in value starting from 0.88479 down to 0.88302. Then, the trend presents some oscillations with an upward direction up to 0.88576, and returns to a slightly downward direction again until it reaches 0.88343. This pattern of minor fluctuations continues throughout the middle of the dataset, with the values moving up and down around the range of 0.884 - 0.887. However, there is a sudden increase in the rates towards the end of the dataset, going from 0.88717 to an impressive 0.89133 in the course of 11 measurements, which slightly drops to 0.89047 by the end of the dataset.
Seasonal Trends and Recurring Patterns
The exchange rates do not show a evident seasonality as each day is unique and there may not be a certain pattern repeating over a specific time frame. However, there are certain recurring patterns that we can observe. For instance, the rates stay relatively stable with minor fluctuations for a certain period, followed by a slight increase, then gradually decline and again remain stable. This pattern is periodically observed throughout the dataset.
Outliers in the Data
Consideration of outliers is crucial in understanding data and there may be some present in this dataset. Around the timestamp 2024-04-23 20:35:02, the value abruptly jumps from 0.88717 to 0.8902 which further increases dramatically to 0.89133, which is the maximum rate in the dataset. This significant spike could be considered an outlier as it sharply deviates from the range of the rest data without a smooth transition. However, without more context or understanding the underlying causes, it’s not advisable to remove or modify these points as they may hold important information.