2024-04-17 Liberian Dollar News
2024-04-16
Summary of Yesterday
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
Overview of the Analysis
Upon examining your provided dataset, it contains timestamped exchange rates for dates ranging from April 16 to April 16, 2024. The data points are mostly at 5-minute intervals with some sporadic missing entries. Thus, we have a high-resolution time series data which allows us to understand the exchange rate's movement within a 24-hour cycle of a day, through April 16, 2024.
Understanding the Overall Trend
The overall exchange rate of LRD tends to remain relatively stable throughout the day. Most of the provided points hover around the value of 0.00715 with minor fluctuations. I noted a minor increase at the 15:10:03 mark, where the rate rose to 0.00735, then decreased again to the average value. However, this is an isolated spike, and the general trend throughout the period remains steady around the 0.00715 mark.
Identifying Any Seasonality or Recurring Patterns
In regards to the seasonality or recurring patterns, the provided dataset is limited to a single day's exchange rates at different times, which makes it difficult to identify any long-term seasonal patterns. However, within the day, no significant cyclical pattern is apparent within the intervals of the data (considering the data is mostly 5-minute intervals). The changes in exchange rate don't seem to have a specific pattern that repeats itself at an identifiable frequency within the day.
Noting Any Outliers
There is one significant outlier in this dataset: at timestamp 15:10:03, the exchange rate jumps to 0.00735, a substantial increase compared to the preceding and succeeding data points. This spike does not align with the overall trend observed in the larger dataset and is significantly higher than any other data point in this time series. After this point, the value drops back down toward the average.