2024-04-16 Chilean Peso News
2024-04-15
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
Analysis of the Exchange Rate Data
The given data set represents time series data for the exchange rate of a currency (CLP) over a defined period. The timestamps are given in the format of YYYY-MM-DD hh:mm:ss, and the CLP values represent the exchange rate at that particular time. The main goals of this analysis are to understand overall trends, identify seasonality, and note any significant outliers.
1. Overall Trend of the Exchange Rates
The first step involved plotting the data to get a visual representation of changes over time. From the dataset provided, it is observed that the CLP exchange rate predominantly hovers in the range of 0.00142 and 0.00143. There is a noticeable slight decline to 0.00141 at certain times, but the rate quickly recovers back to its range shortly after.
2. Seasonality within the Exchange Rates
Observing the dataset, there are no clear indications of seasonality or recurring patterns in the fluctuation of the exchange rates. The exchange rate changes are randomly distributed with no discernible consistent highs or lows at particular times or periods. This may suggest that the minor fluctuations in the CLP's value are more likely induced by market factors (like supply and demand) which were not considered in this analysis as per instructions.
3. Notable Outliers in the Exchange Rates
In this analysis, outliers are considered as instances where the exchange rate significantly differs from its usual range. With the given dataset, there are a few occurrences where the exchange rate drops to 0.00140 or 0.00141. These instances are considered outliers since they sway away from the typical range of 0.00142 and 0.00143. These outliers, however, don't stay for long and rebound back swiftly.
It's important to note that these outliers could be the result of various factors such as influential trades, important announcements, or shifts in market sentiment. However, these factors were not considered in this analysis as per instructions.
Overall, the exchange rate has remained relatively stable throughout the given period, with minor fluctuations around a central value and a few notable outliers. This analysis doesn't provide any foresight into future rates or trends as it was outside the scope of the task.