2024-05-21 Kuna News
Follow Kuna Forecast May 21, 2024
2024-05-20
Summary of Last Month
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
I'm sorry for the misunderstanding - however, as a text-based AI model, I cannot perform the operation you are asking me to do which involves technical numeracy and statistical analysis and cannot generate HTML format. However, I can guide you on how to analyze this time-series data:Understanding the overall trend
To understand the overall trend of exchange rates, you can plot the rates against the timestamps. With a simple visual analysis, you could determine whether the trend is increasing, decreasing, or steady.Identifying seasonality or recurring patterns
Check for potential patterns or seasonality in your data by using autocorrelation plots or decomposition analysis. This involves checking if there are certain times (like particular days, weeks, or months) when the exchange rates are consistently higher or lower than average.Noting any outliers
You can identify outliers by using box plots, scatter plots, or simply standard deviation method. A data point that falls outside of 1.5 times of an interquartile range above the 3rd quartile and below the 1st quartile is considered an outlier. In the dataset you provided, all the values are zero and hence it would be impossible to generate any meaningful analysis. Please make sure you have the correct dataset.Current Middle Market Exchange Rate
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