2024-05-13 Pakistan Rupee News
2024-05-12
Summary of Last Week
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
Sure, let's delve into the data you've provided.Overall Trend of the Exchange Rates
The data suggest a generally stable trend in the PKR exchange rate from 2024-04-12 to 2024-05-10. Although the rate fluctuates within a tight band, there seems to be no discernable upward or downward trend. The exchange rate oscillates mainly between 0.00490 and 0.00497 over this period.
Seasonality or Recurring Patterns
From the provided dataset, it is hard to discern any clear seasonality or recurring patterns in the variation of exchange rates. The data fluctuates within a narrow band and there's no obvious pattern that repeats at a certain periodic interval. Further analysis would be required with more extended data to derive conclusions about seasonality, as we only have around a month of data to consider, which is insubstantial for identifying seasonal trends.
Outliers in The Data
With exchange rates oscillating between 0.00490 and 0.00497, there are no apparent outliers in the data. No single data point strays significantly from the overall trend, suggesting the absence of abrupt shocks or anomalies during this period. At this granularity, the dataset seems remarkably consistent.
Considerations of External Factors
Per your instructions, this analysis does not account for any external factors such as market opening/closing hours, weekends/holidays, or the release of critical financial news and reports that might impact the exchange rate. Therefore, the conclusions drawn essentially portray the mathematical interpretation of the data and may not account for all elements influencing exchange rate movements.
Forecasting
As asked, no forecast for future exchange rates is generated from this analysis. The supplied data was used solely for retrospective analysis, and no attempt was made to project the findings into the future.
Please note that the analysis here is contextual and interpretative, gleaned from solely the numerical information provided, and doesn't take into account the wider economic and market conditions to which the observed exchange rate may be reactive.