2024-04-16 Kina News
2024-04-15
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
Analysis of PGK Exchange Rate Time Series Data
Before proceeding with the analysis, let's first understand the structure of the data. The dataset provides time-series data with timestamps and corresponding PGK Exchange Rates. Each timestamp appears to be in intervals of 5 minutes starting from 00:00 on 15th April 2024.
1. Overall Trend of Exchange Rates
From the given data, it's noticed that the PGK Exchange Rates showed minimal variance throughout the day, starting at 0.35869 and ending at 0.36324. However, small fluctuations throughout the day are notable. The lowest value recorded was 0.35818 at 03:20:02 while the highest was 0.36361 at 21:40:01. It seems like there's a generally variating trend, which means the exchange rates didn't steadily increase or decrease over the period.
2. Seasonality and Recurring Patterns
Identifying seasonality or recurring patterns in minute-interval time-series data is challenging, especially without a more extended dataset. However, two considerable peaks are apparent; one around 06:25:02 where the rate jumped from 0.35834 to 0.36322 and another after 20:05:03 where the rate increased from 0.35971 to 0.36309. These could be associated with particular recurring market events or periods of high trading activity. Further analysis over an extended time would be required to confirm this hypothesis.
3. Outliers and Notable Instances
In the given dataset, there isn't any apparent presence of extreme outliers where the exchange rate differed significantly from the average rate for the day. However, the two peaks mentioned above where the rates jumped noticeably in a short period could be considered anomalies. It's recommended to cross-verify these with external factors like major financial news, market activities, or changes in fiscal policies that could influence such jumps.