2024-04-30 Ngultrum News
2024-04-29
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
Overall Trend
The data provided showcases fluctuation in the exchange rate; however, the volatility is minimal. The variation ranges between btn values of approximately 0.01635 and 0.01639. From an overall perspective, there's a slight increasing trend over the observed period. This means that the exchange rates have slightly appreciated over time.
Seasonality or Recurring Patterns
For the purpose of your request, the assumption is that the dataset contains intraday data without any external factors considered. With minute-level granularity, it is challenging to detect any clear seasonality or recurring patterns from the data given. More data or data over a different period such as daily data for a year would be needed to identify seasonality accurately.
Noteworthy Outliers
Given that the exchange rates fluctuate within a very narrow band, significant outliers do not seem to be present within this data set. While there are slight deviations from the mean, these differences aren't drastic enough to be classified as outliers or heavy distortions. The exchange rate margin is relatively stable and contained, suggesting a stable trend with minimal deviation.
Please note, for a more comprehensive analysis, a larger dataset spanning over a more extended period, considering various external factors would be recommended. Time-series analysis tends to be more accurate and reliable when there's more historical data available, and various influencing factors like market conditions, geopolitical events, and macroeconomic indicators are taken into account.