2024-04-16 Rupiah News
2024-04-15
Summary of Last Month
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
1. Analysis of Overall Trend
Upon reviewing the provided dataset, it is apparent that the exchange rates have remained constant for the given duration. The IDR exchange rate was consistently observed at 9.0E-5 for all the timestamps given, indicating no apparent rise or fall. This implies that, over the analyzed duration, the exchange rate has demonstrated complete stability without any variability.
2. Seasonality or Recurring Patterns
Seasonality or recurring patterns in data are usually indicated by predictable and repeating patterns observed in the data over regular intervals. However, given the nature of the dataset provided, such patterns could not be discerned. Since the IDR exchange rate remained constant at 9.0E-5 across all the timestamps without any fluctuations, it is not possible to identify any seasonal trends or recurring patterns in this case.
3. Identification of Outliers
An outlier is a data point that differs significantly from other observations. An outlier may be due to variability in the data or it may indicate experimental error. The outlier data can distort predictions and affect the accuracy, if you don’t detect and handle them appropriately especially in modelling algorithms. In this dataset, however, no outliers were detected. As previously noted, all IDR exchange rate values remained constant at 9.0E-5 across all the timestamps, with zero variability.
To obtain better insights from this data in the future, it would be beneficial if the data consisted of a wider range of variations in the exchange rates over time.