2024-05-02 Pakistan Rupee News
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
Understanding the overall trend of the exchange rates
After analyzing the data, the exchange rate of PKR (Pakistani Rupee) against USD seems to be generally stable throughout the given timestamps. The rates, for the most part, held steady at the value of 0.00492 - 0.00495. This suggests that during this particular time frame, the exchange rate for PKR to USD does not exhibit a substantial upwards or downwards trend. However, minor fluctuations in the range can be seen which is typical in the forex market due to multiple economic factors driving the exchange rates.
Identifying any seasonality or recurring patterns in the changes of exchange rates
Based on the provided dataset, there are no distinct seasonal patterns visible in the PKR exchange rate. The rate mostly floated between 0.00492 - 0.00495, with minor deviations at certain timestamps. Without further data, it is challenging to identify patterns considering the market dynamics influencing exchange rates are highly complex. Rates can be affected by myriad factors such as economic indicators, geopolitical events, or even market sentiments.
Noting any outliers, or instances where the exchange rate differs significantly from what would be expected based on the trend or seasonality
In the dataset provided, no significant outliers can be spotted that could indicate a surprising fluctuation in the exchange rate. The PKR exchange rate appears to be fairly stable as per the data given. However, it's important to note that in financial markets, occasional price spikes can occur, which can lead to significant changes in the exchange rates in a very short period. Such events would appear as an outlier in a longer time series data but might not be visible in the data provided.
To conclude, this rudimentary analysis provides a macro view of the exchange rate’s performance during the indicated timestamps. Nevertheless, the complex dynamics of the forex market necessitates regular monitoring as the exchange rates can be influenced by various unpredictable elements not necessarily captured in historical trends. Please note that if more granule data or a lengthier time span were given, the analysis could potentially reveal additional insights about market behaviour, trading patterns, or anomalies.