2024-04-30 Lek News
2024-04-29
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. Understanding the Overall Trend
From observing the provided dataset, the overall trend of the exchange rates seems relatively stable. The rates start at 0.01449 at the beginning timestamp and end at 0.01456, which signifies a minor escalation over the period shown. The minor increase indicates that the overall trend of the exchange rates is slightly upward. However, this minute difference also reveals a general stability in the rates across the provided timestamps.
2. Identifying Seasonality or Recurring Patterns
The dataset does not appear to display any clear seasonality or recurring patterns on a daily basis. The rates remain fairly consistent throughout each day with minor fluctuations, but some rise and fall of the rate can be seen. Determining seasonality in exchange rates is challenging on a high-frequency scale and might be more apparent over a longer timeline. The granularity of the data here (every few minutes) also might make these patterns less evident.
3. Noting any Outliers
The dataset seems to be largely devoid of any significant outliers. Most of the exchange rate values stay within a narrow range of 0.01449 to 0.01456. There are a few timestamps where the rate goes up to 0.01457, but considering the minimal difference from the mean, these occurrences can hardly be considered outliers. Generally, the data is quite homogenous and does not present significant deviations from the trend.