2024-04-17 Unidad de Fomento 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
Understanding the overall trend of the exchange rates
As a time series data, the overall trend of the exchange rates on the given period is not strongly evident. The trend seems to fluctuate between highs and lows rather than following a clear increasing or decreasing path for an extended period of time. However, a deeper look shows us some mini trends where the rates increase or decrease for short periods. For instance, there is a significant dip in the rate at the timestamp "2024-04-16 07:10:04" which starts climbing up the rates after a few timestamps. This coupled with some other portions of the data tells us that the rates are somewhat volatile and do not follow a perfectly linear trend over the given period.
Identifying any seasonality or recurring patterns in the changes of exchange rates
Looking at the data, there appears to be no strong seasonality or recurring pattern in at the granular level. The exchange rates don't seem to follow a strict cyclic pattern, indicative of strong seasonality. However, there might be micro-patterns that are related to certain hours of the day, indicating possible effects of trading hours or opening and closing hours of the exchange market. More data spanning over a longer period of time will be required for a more definitive conclusion.
Noting any outliers, or instances where the exchange rate differs significantly from what would be expected based on the trend or seasonality
There are indeed some instances where the exchange rates experience considerable changes, deviating from its immediate past. The value significantly drops from "38.8244" at "2024-04-16 07:05:03" to "38.75368" at "2024-04-16 07:10:04". This sudden and significant drop in rates signifies an outlier. Additionally, the jump from "38.58322" at "2024-04-16 13:35:02" to "38.90445" at "2024-04-16 13:45:03" is also quite significant, marking it as a potential outlier. These outliers could be due to drastic economic events during those timestamps, or they might just signify large transactions happening at those particular times.