2024-04-30 US Dollar News
2024-04-29
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
Data Analysis Result
After analyzing the given data, here are the key findings:
1. Understanding the Overall Trend:
The overall trend of the USD exchange rate for the given period seems to be generally increasing. Initially, the rate was 1.36374 and then it gradually increased and reached a peak of 1.36835. So, we can foresee a positive trend in the data. However, during certain intervals, some slight dips were noticed but the overall trajectory is upward.
2. Seasonality or Recurring Patterns:
Identifying seasonality in financial time-series data often involves looking for patterns at regular intervals, often related to external factors such as market hours, weekdays, or months of the year. However, based on the data provided no obvious repetitive pattern can be recognized at first sight. In-depth statistical analysis would be required for possible detection of intricate patterns.
3. Outliers or Significant Differences:
From the given dataset, it's difficult to identify any sharp movements or outliers. Mostly, the USD exchange rate change appears somewhat uniform over the time stamps. Yet, between the time stamps '2024-04-29 01:55:02' and '2024-04-29 02:00:02' a notable increase in exchange rate has been observed. This could be due to several factors such as a sudden change in market conditions among others. Nonetheless, because outliers in time series data can be influenced by many factors, more thorough analysis is usually required for proper understanding.
Please do keep in mind, these are just preliminary observations. A thorough statistical analysis might yield more insights and patterns.