2024-04-19 Kwanza News
2024-04-18
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 Analysis
Looking at the provided dataset, the overall trend for the exchange rate of AOA is relatively stable throughout the period represented. There is only one significant change seen in the data where the value changed from 0.00164 to 0.00165, which only showed up in the later periods of the date - specifically starting from around 2024-04-18 09:35:02. This indicates that for the majority of the time represented in the dataset, the exchange rate generally remained the same.
Analysis of Seasonality
With respect to identifying recurring patterns or seasonality within the data, due to the stability of the rates and lack of a noticeable trend fluctuation, it is difficult to determine a precise seasonality pattern in this case. The dataset provided does not show any substantial recurrent change taking place at any specific time.
Outliers Identification
In terms of observing any outliers, the entire dataset is very uniform with very little variation. There seems to be hardly any instance where the exchange rate deviates significantly from the general pattern. However, the instances where the rate shifted from 0.00164 to 0.00165 could potentially be considered as minor outliers, given the uniformity of the rest of the data.
Other Observed Patterns
Further, the data doesn't seem to show any patterns related to the time of day, as the changes do not correlate to specific times. Additionally, it also doesn't indicate any trend during any specific date, maintaining its stability throughout. The change that does occur, from 0.00164 to 0.00165, is spread sporadically and doesn't seem to follow a particular pattern or trend based on the provided data.
In conclusion, the given time series data for the AOA exchange rate over this specified duration shows a general trend of stability with a minor increase in the later periods.