2024-04-19 Guarani News
2024-04-18
Summary of Yesterday
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
1. Overall Trend
From the provided dataset, it appears that from the period of April 18, 2024, the exchange rate of PYG remains constant at 0.00019. There is no noticeable increase or decrease observed in the provided timeframe. The exchange rate appears to be in a stable condition, with no significant fluctuations visible, indicating a potentially stable economic situation during the given period.
2. Seasonality and Recurring Patterns
Seasonality refers to any predictable variation that repeats over time, for example each day, week, month, season, etc. As the data provided includes information for just one day with a constant exchange rate, it is not feasible to discern any seasonality or recurring pattern in the exchange rate. In cases where the financial data fluctuates, we could use tools such as autocorrelation functions (ACF) and partial autocorrelation functions (PACF), as well as visual time-series analysis techniques, to identify any recurring patterns or cycles.
3. Outliers
An outlier is an observation that lies an abnormal distance from other values in a random sample from a population. In the case of this dataset, no outliers are identifiable. All the exchange rates provided are observed to be constant at 0.00019 throughout the time series. In usual conditions, outliers could be identified through box plot or z-score analysis, if any distinct fluctuations were present in the dataset.
Please note, these observations are solely based on the provided dataset and do not account for external factors such as market behaviour, significant global events or related financial variables. For a deeper analysis and more concrete conclusions, a more robust dataset which includes more variables and a longer timeline could be used.