2024-05-09 Pakistan Rupee News
2024-05-08
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 of PKR Exchange Rates Time Series Data
The provided dataset contains time-series data on the PKR exchange rate at different time-stamps. This analysis focuses on understanding trends, identifying seasonality or recurring patterns, and noting any outliers in the exchange rates. It should be emphasized that this analysis does not take into account external factors such as market opening/closing hours, weekends/holidays, or key financial news and reports. Also, it doesn't generate predictions for future rates.
Understanding the overall trend
The overall trend of the PKR exchange rate in this dataset is relatively stable. The exchange rate is mostly oscillating around the value of 0.00493 - 0.00494, with minor fluctuations across different periods. There is no clear trend of increasing or decreasing value over the period shown.
Identifying Seasonality and Patterns
According to the provided dataset, there is no clear evidence of seasonality or clear recurring patterns in the PKR exchange rate. The data remains almost constant throughout different periods, with only slight variations in value from time to time. Given that this analysis doesn't consider external factors like market timings or financial news, a deeper examination incorporating these factors may highlight more detailed patterns if any.
Outliers
From a general review of this dataset, there do not appear to be any significant outliers or instances where the exchange rate differs drastically from the expected value. The rate stays consistent within the range of 0.00493 - 0.00495 throughout the period.
In conclusion, the PKR exchange rate in this dataset shows a clear pattern of stability, with minor fluctuations that do not suggest a clear upward or downward trend. The absence of significant outliers also speaks to the overall consistency of the exchange rate over this period of time.