2024-05-21 Nepalese Rupee News
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
Analyzing the overall exchange rate trends
Firstly, we need to understand the overall trend of the NPR exchange rate. According to the data provided, it appears that the exchange rate starts and ends at a similar value indicating a certain degree of stability throughout the period. However, a minor increase seems to present itself towards the end of the data series, moving from approximately 0.01022 to 0.01023. This suggests that the exchange rate has experienced a very subtle rise over the period.
Identifying seasonal patterns and trends
In terms of seasonality or recurring patterns in the exchange rate, due to the limited interval of 5 minutes, it is difficult to identify any clear hourly, daily, or monthly patterns purely from the dataset. A more extended period might be needed for a clearer revelation of possible trends or recurring fluctuations in the data.
Noting any outliers or unexpected changes
From a visual inspection, no prominent outliers or drastic fluctuations are noticeable. The rates do not exhibit any significant variance and mostly lie within the narrow range of 0.01021 and 0.01023. Nevertheless, a statistical analysis would further ascertain this observation. outliers' detection could help determine if there were any particular points in time where the exchange rate differed significantly from what was expected based on the existing trend.
To conclude, it appears that the NPR exchange rate exhibited a subtle upward trend over the observed period, with minimal variance. No prominent seasonal patterns or outliers are detectable from the current dataset. For a more precise and detailed analysis, an extended period or more granular data may be required.