2024-04-22 Azerbaijanian Manat News
2024-04-21
Summary of Last Week
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
Overall Trend
The overall trend of the exchange rates appears to be fluctuating, with no clear constant pattern of increment or decrement. There is a certain level of volatility, with the exchange rate reaching both high and low points, but there is no clear sustained rise or fall pattern over the period. This could be attributed to various unpredictable factors in currency markets that affect exchange rates, such as geopolitical events, economic developments, or changes in monetary policy.
Seasonality
From the provided dataset, no clear seasonal pattern or recurring trend can be identified in the exchange rates over the entire period. Exchange rate markets are influenced by a multitude of factors and variables, and while in some markets a degree of seasonality might be observed, it's not evidently noticeable in this dataset. It's crucial to remember that any perceived pattern relies heavily on the duration and specific period being analyzed.
Outliers
The key outliers in this dataset are the notably high exchange rates observed on '2024-04-16 14:00:03' and '2024-04-18 18:00:02'. These instances might be attributed to unforeseen market events, causing temporary volatility and significant deviation from the normal exchange rates. However, without specific knowledge of events or circumstances at that time, it's challenging to ascertain the exact cause of these anomalies.
Remember that in financial markets, outliers are not uncommon and can often provide important insights into market dynamics and events. However, these outliers should be handled with caution when making further inferences or building predictive models, as they can sometimes distort the underlying trends or patterns in the data.
Conclusions
To summarize, the overall trend of the exchange rates in this dataset shows fluctuations with no clear overarching increase or decrease. No evident seasonality or recurring patterns have been found. A few key outliers were documented, potentially indicative of particular events impacting the market at those times. However, these inferences might require further investigation or analysis for a comprehensive understanding of the trends in the exchange rates.