2024-04-22 Unidad de Fomento News
2024-04-21
Summary of Last Week
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
Analysis of Exchange Rates
To conduct an in-depth analysis of the time-series data for the CLF exchange rate, we first need to understand that each timestamp represents a different point in time (given in the format YYYY-MM-dd hh:mm:ss), and the corresponding value indicates the exchange rate at that time.
Trend Analysis
During the overall period from 2024-03-22 to 2024-04-19, the CLF exchange rate experiences a period of general increase, with a few instances of decrease. The rate starts at 38.616 and reaches a peak value of 39.69514 towards the end of the period. This suggests an overall trend of increased rates within this time period.
Seasonality Analysis
When analyzing the data, no strong seasonality or recurring patterns in exchange rates are immediately apparent. The time interval between the points appears to be irregular, with a few hours in between. Given this, it's hard to spot a distinct pattern that repeats at regular intervals. However, it could be beneficial to conduct further analysis with better data granularity to identify potential intra-day seasonal patterns or fluctuations.
Outlier Detection
To identify any outliers, or instances where the exchange rate differs significantly from the established trend, an analysis method such as standard deviation or a box plotting method can be employed. At first glance, some potential outliers in the data include the sudden drops and peaks in the exchange rate. However, without further statistical analysis or understanding the context under which these outliers occurred, it's hard to count these as true outliers as they might be due to legitimate events or changes in the financial market.
As per your instructions, this analysis does not take into account any specific event, market opening/closing hours, weekends/holidays, or the release of key financial news and reports. Taking these factors into account could provide a more comprehensive view of the factors driving the changes in the exchange rate. However, the aim of this analysis is to solely interpret the trend, seasonality and outliers based on the given data set.