2024-04-22 Quetzal 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 Results
Given the timestamps and the corresponding GTQ exchange rates, the dataset allows for a detailed time-series analysis concerning the overall trend, recurrent patterns, and possible outliers. Here's what we've found:
1. Overall GTQ exchange rate trend
Based on the given data, there isn't a consistent linear trend in the GTQ exchange rate from the start of the dataset to the end. However, it's crucial to note that the rate seems to be fluctuating around the 0.174—0.177 range. While there are minor ups and downs evident in the data, overall, the exchange rate remains somewhat stable. In some intervals, for instance around 2024-03-26 or 2024-03-28, the exchange rate shows a slight decrease with time, and then for periods like 2024-04-01 to 2024-04-08, a slight increase is depicted. Further, it should be noted that these fluctuations are very minute and do not constitute a large deviation.
2. Seasonality and recurring patterns
Considering the nature of the data (exchange rates), it's not typical to experience high seasonality, especially not in the short period this dataset represents. If the data is further divided into bins (like hour of the day, day of the week, or week of the month), slight fluctuations might become apparent, but no clear cycle or recurring pattern can be discerned directly from the provided data. These may exist at a more granular level, and additional statistical analysis may help bring them to light.
3. Outliers in the GTQ exchange rates
There do not seem to be any significant outliers in terms of spikes or dips in the GTQ exchange rate in the provided dataset. However, it is worth noting a slight anomaly that occurs around the timestamp 2024-03-28, where the GTQ drops to 0.17349 from an average of 0.174. Though this is not a massive drop, it is somewhat noticeable compared to the relative stability around it.
Final Remarks
As specified in the task, this analysis does not account for external factors like market opening/closing hours, weekends/holidays, or the release of key financial news and reports, which may have significant impacts on financial trends. For a more comprehensive understanding of the GTQ exchange rates and their fluctuations, these factors should also be taken into consideration.