2024-04-29 Kwacha News
2024-04-28
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 Analysis
Based on the data provided, it can be observed that the exchange rates (MWK) have generally remained stable over the relevant time period. This is evidenced by the exchange rate with most common value of 0.00078, with slight fluctuations to 0.00077 and 0.0008 noticed on certain occasions.
Seasonality and Recurring Patterns
Seasonality or recurring patterns in time series data can become evident when the data shows consistent periodic changes. However, the dataset provided does not demonstrate recognizable seasonal changes or recurring patterns in the exchange rates. This conclusion is based on the consistent values across the timestamps and slight variations in the exchange rate don't seem to follow a definite pattern.
Outliers Identification
An outlier in a distribution is a number that is distant from most of the other numbers in a set of data. Due to the consistently stable exchange rates in this dataset, no substantial outliers are apparent. The slight fluctuations to 0.00077 and 0.0008 don't typically deviate enough from the standard value to be definitively deemed as outliers.
Additional notes
It's important to note that while this analysis offers insight into the provided data, it involves a relatively simplistic examination of complex financial data. The true behavior of exchange rates can be affected by numerous factors including political events, economic policies, and global market trends, which are not considered in this analysis. Advances in data collection and processing capabilities continue to unfold more sophisticated methods of financial data analysis.
Please note that this analysis does not generate any forecast for future exchange rates. Predicting currency exchange rates is complex due to the multitude of factors, both domestic and international, that can affect currency values.