2024-05-02 Som 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
Starting from a comprehensive overview of the given dataset, it is observed that the exchange rates have minimal fluctuation throughout the given timestamps. Initially, the rate stayed constant at 0.01554, before showing a slight reduction to 0.01553 and then further to 0.01552. Towards the end of the given timeframe, a steeper drop is observed, reaching a low of 0.01545 but soon climbed back up to settle around 0.01548 to 0.01549. The overall trend seems to be a slow decrease in the values, with occasional fluctuations.
Identifying any seasonality or recurring patterns
Despite the overall downward trend, the dataset does not appear to show any clear seasonality or recurring patterns in the changes in the exchange rates during the given time stamps. The rates show slight fluctuations up and down over time, but there are not any clear patterns of movement that would indicate a seasonal effect. However, a more in-depth, statistically robust analysis, possibly involving the application of time-series analysis methods, could potentially reveal subtle seasonalities that may not be immediately apparent from a cursory examination of the data.
Noting any outliers
An outlier in a dataset is a data point that is significantly different from the other data points. In this dataset, the outlier values are not evidently distinguishable due to the slight fluctuation in rates. The minor dip to 0.01545 could be considered as an outlier compared to the generally stable 0.01548 to 0.01549 range seen towards the end of the period. But in general terms, the dataset does not appear to contain any severe outliers that might distort the analysis.
Summary
In conclusion, the given dataset of exchange rates over time exhibits a slight downward trend with minor fluctuations, with no clearly identifiable seasonal patterns or serious outliers. This implies relatively stable exchange rates, with minor decreases over time. This kind of analysis can be a valuable tool for various financial decision-making processes, including investment decisions, risk management, and policy formation among others.