2024-05-03 Afghani News
2024-05-02
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
Beginning the analysis with our first goal, understanding the overall trend of the exchange rates, it is important to examine the dataset from the earliest timestamp to the latest. This data shows that the exchange rates opened at 0.01901 on '2024-05-02 00:00:02' and closed at 0.0189 on '2024-05-02 23:55:02'. This represents a marginal decrease over the period. Additionally, the exchange rates fluctuated within a small range between 0.0189 and 0.01917, suggesting that the exchange rate has remained relatively stable overall during this time frame.
Identifying Recurring Patterns and Seasonality
Moving onto our second goal, identifying any seasonality or recurring patterns, it becomes more complex. The provided dataset only covers a single day of data, making it difficult to identify any clear recurring patterns or seasonality. Generally speaking, a longer time frame of data would be needed to accurately identify any potential cyclical patterns or seasonal trends. However, on the given day, there were some minor fluctuations with rates slightly increasing and decreasing at certain periods.
Noting Any Outliers
Lastly, our third goal is noting any outliers or instances where the exchange rate differs significantly from what would be expected based on the trend or seasonality. The key outliers noted in the provided dataset are spikes at '2024-05-02 10:45:03' where the exchange rate increased substantially to 0.01916 from 0.0189, which was quite a significant increase within a short period. After this spike, the exchange rate sees a gradual decrease and stabilizes again to the original levels. This outlier could be a result of several reasons - financial news, policy change, market demand-supply, etc. Since we're not considering specific events or external factors for this analysis, it can be stated that this was an unexpected spike in the rates.
Note: It would be helpful to have more data to establish more accurate patterns and outliers, as well as the influence of external events. But given the data, the above conclusions provide a basic understanding of the AFN exchange rates for the given time period.