Stability Marks the NPR Exchange Rates Amidst Global Economic Turbulence
2024-05-01
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
The dataset provided consists of timestamps and corresponding exchange rates (NPR). After thorough examination, the following observations have been made:
1. Understanding the overall trend of the exchange rates
Throughout the provided data, there isn't a clear, strong trend towards increase or decrease in the exchange rates. The majority of the data points fluctuate around the value of 0.01025, with small deviations visible from time to time. However, the overall exchange rate seems relatively stable, as no large or consistent increases or decreases are observed.
2. Identifying any seasonality or recurring patterns in the changes of exchange rates
Based on the provided data, no obvious seasonality or recurring patterns can be discerned. Exchange rates data tend to be affected by a multitude of interdependent factors, making it difficult to identify consistent seasonal trends over such a short timeframe. However, it's worth noting that minor dips can be observed occasionally. To determine whether these represent some kind of periodic pattern, further, more granular analysis would be necessary.
3. Noting any outliers or instances where the exchange rate differs significantly
There are several instances in the data where minor dips in the exchange rate can be observed, such as on 2024-05-01 03:00:02, 2024-05-01 03:10:02, and 2024-05-01 03:15:02 when the exchange rate dropped to 0.01024. Another notable instance is the slight increase to 0.01027 at several intervals, such as 2024-05-01 20:05:03 and 2024-05-01 20:10:02. However, these fluctuations are relatively minor and are not significantly far from the mean rate to be considered drastic outliers. It appears that the exchange rate remains relatively stable within a range, with minor drops and increases.
Please note that exchange rates are influenced by a variety of factors including but not limited to economic indicators, geopolitical events, and changes in market sentiment. The analysis of this data for trend, seasonality or outliers in a short timeframe should be supplemented with additional data and analysis to gain a comprehensive view of the currency's performance.