2024-03-12 Pakistan Rupee News
2024-04-23
Summary of Yesterday
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
1. Overall Trend of the Exchange Rates
The general trend of the PKR exchange rate across the dataset is essentially stable. For the time frame in question (from 2024-04-23 00:00:02 to 2024-04-23 23:55:02), there is a slight fluctuation in the PKR exchange rate, but it can be observed that the rate mostly varied around 0.00493 and 0.00491. There are no substantial increases or decreases indicating a volatile market, hence we can say the rates remained quite steady over the period shown.
2. Seasonality and Recurring Patterns
In the given dataset, it is difficult to discern any clear seasonality or recurring patterns just by looking at the data. The PKR exchange rate appears to be relatively continuous, with no obvious repeating fluctuations that could signify daily or weekly cycles. A more in-depth analysis with additional data would be required to confidently establish the presence of seasonality patterns.
3. Outliers
Again, with the data provided, there doesn't seem to be any major outliers. The exchange rate doesn't appear to have significant differences that would indicate the presence of surprise events or anomalies. However, exchange rates are influenced by a multitude of factors, and absence of outliers in this dataset does not mean that such outliers might not occur in the future.
Summary
In summary, during this period in discussion, the PKR exchange rate remained fairly stable, with no identifiable patterns or outliers present. However, this analysis is based solely on historical data of a single day and cannot predict future exchange rate patterns. External factors such as geopolitical events, economic indicators, and market sentiment could cause future rates to differ significantly from past trends.
