2024-05-08 Netherlands Antillean Guilder News
2024-05-07
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
A comprehensive review of the dataset reveals a slight but gradual increase in the exchange rate across the timestamps provided. It begins with a rate of 0.75933 at the start of the dataset and reaches up to 0.76158 at the end of the dataset. It appears that the exchange rate has been slowly but steadily growing over the given period, implying a positive trend.
Identifying Seasonality or Recurring Patterns
However, closely looking at the data, it shows some levels of volatility within certain periods, with the exchange rate fluctuating both above and below the general trend line. This suggests intraday volatility that could be linked with trading hours, although we have rightly excluded any external factors from this analysis. Therefore, we cannot explicitly identify a consistent seasonal or recurring pattern at this stage.
Note on Outliers
From the plots and descriptive statistics, there does not appear to be any significant outliers within the provided dataset. Most fluctuations within the data seem to be mild and within a reasonable range given the general trend of the exchange rate.
It's important to highlight that for a more robust analysis, particularly for detecting seasonality, the dataset could ideally cover a longer period, possibly with timestamps covering years rather than a single day. It's generally difficult to identify seasonal patterns with timescale data that cover only a short period. Furthermore, a larger dataset would likely provide a more accurate picture of any potential outliers.
Overall Analysis Summary
- The ANG exchange rate appears to show a slow, gradual increase across the timestamps provided.
- No clear seasonality or recurring patterns could be identified from the data at this scale.
- No significant deviations from the trend have been observed that could signal outliers.