2024-05-10 Kwacha News
2024-05-09
Summary of Yesterday
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
Analysis of the MWK Exchange Rate Data
The given data set comprises of changes in MWK exchange rate for specific time stamps on 9th May, 2024. It is a time series data which tracks the value of MWK exchange rate at different moments in time. Conducting a comprehensive analysis for this data has led to the following findings:
1. Understanding the overall trend of the exchange rates
The overall trend of the MWK exchange rate in the provided data set appears to be consistent. This can be inferred from the fact that the data points remain at a value of 0.00079 for the entire period under consideration. Despite the fluctuations in the exchange rate that could occur due to various factors such as inflation, changes in interest rates, public debt, economic performance, political stability, etc., in this case, the rate remains stable.
2. Identifying seasonality or recurring patterns
Based on the provided dataset, since the exchange rate values remain constant throughout, it's challenging to identify any visible seasonality or recurring patterns in the data. Usually, this would involve spotting regular rises or falls in the exchange rates that repeat periodically over time. However, the current dataset doesn't vary across time, implying no noticeable seasonal changes or cyclical patterns in the exchange rates.
3. Identification of outliers
An outlier in a distribution is a number that is distant from most other numbers. In the provided dataset, no outliers can be identified as the MWK exchange rate is constant throughout the entire distribution at 0.00079. Therefore, no instances where the exchange rate differs significantly from the expected trend are observed.
In conclusion, the provided data indicates a stable trend in MWK exchange rate, with no discernible seasonality, recurring patterns or outliers at its current state. A deeper analysis or forecast may need a more varied dataset or consideration of other external variables as mentioned.