2024-05-03 Swedish Krona News
2024-05-02
Summary of Yesterday
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
I will begin by importing the dataset and analyzing it to provide the understanding you requested.1. Understanding the Overall Trend
From the given data, the overall trend of the exchange rates appears to be relatively stable, with a few minor fluctuations. The rate started at about 0.12576 and ended at 0.12587, indicating a minor increase over the span of the data. However, it's important to note that within this timeframe, there were quite a number of fluctuations, though they didn't lead to significant changes in the overall exchange rate.
2. Identifying Seasonality or Recurring Patterns
Within this data, it's hard to gain a clear view of any seasonality or established patterns without more in-depth analysis. This would typically involve statistical methods, comparing averages at different times, among other techniques. However, it would seem that the exchange rate maintains a certain level of stability, with minor changes up and down throughout the date and time intervals.
3. Noting Significant Outliers
Again, more advanced statistical analysis would be required for a thorough detection of outliers. But a cursory examination suggests a few potential outliers where the exchange rate spikes or drops out of line with the surrounding data, such as at 2024-05-02 16:05:03 where the exchange rate dropped to 0.12574. It's not a massive deviation, but notable compared to the rest of the immediate data. However, it is crucial to remember that determining a data point as an outlier often requires context specific to the data, including knowledge of the expected range of values.
Remember, though, the given dataset is quite limited, and these interpretations are based solely on this specific range of data. The trends, patterns, or outliers noted here might not hold true when considering a more extensive dataset from a broader timeframe.