2024-04-26 Pakistan Rupee News
2024-04-25
Summary of Yesterday
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
Overall Trend Analysis
Based on the given time series data, it can be seen that the PKR exchange rate remains relatively stable throughout the indicated period. The exchange rates range from 0.0049 to 0.00493, and a majority of the data points are hovering around 0.0049 and 0.00492. It should be noted that the rate does not show a clear upward or downward trend overall – rather, it seems to fluctuate slightly within the given range. Thus, the stability of the exchange rate is a prominent feature in this dataset.
Seasonality and Recurring Patterns
The data provided does not appear to display clear seasonality or regularly recurring patterns. This could possibly be due to the relatively consistent rate throughout the data period. While there are mild fluctuations, there is no evident pattern that repeats at specific regular intervals. It's also worth noting that due to the stable nature of the exchange rate in this dataset, any small deviations or fluctuations could potentially be the result of day-to-day market volatility or other short-term factors, rather than a recurring seasonal effect.
Outliers Analysis
Given the narrow fluctuation range of the PKR exchange rate in this dataset, there are no significant outliers identified. All observed rates fall within a very close range, from 0.0049 to 0.00493. None of the data points significantly stray from this range to be considered outliers. Therefore, no extreme exchange rate spikes or drops are detected in the provided data period.
In conclusion, the time series data of the PKR exchange rate from 2024-04-25 00:00:02 to 2024-04-25 23:55:02 demonstrates a consistent and stable rate with minor fluctuations, no clear seasonality or recurring patterns, and lacks significant outliers.