2024-05-14 Kenyan Shilling News
2024-05-13
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
1. Trend Analysis
After carefully reviewing the provided dataset, it seems that the KES exchange rate displays a slow but steady increase for the first part of the presented time frame. Starting at the rate of 0.0104 at the timestamp '2024-05-13 00:00:02' early on, it gradually grows to reach a peak of 0.01048 around '2024-05-13 04:35:02'. Subsequently, the rate mildly fluctuates between small intervals, yet, preserving an almost consistent trajectory till the '2024-05-13 23:55:02' timestamp. Hence, the overall trend of the KES exchange rate appears to be relatively stable throughout this period.
2. Seasonality and Patterns
The given time series data does not seem to be long enough (just about a day's record) to determine seasonality as such patterns usually emerge over a substantial period. However, based on this limited dataset, a couple of recurring patterns can be deduced. A slight increment in the exchange rate is noticed during the early hours, reaching a peak around mid-morning ('2024-05-13 04:35:02'), after which it maintains almost the same value with minor fluctuations throughout the day. This could be associated with the opening hours of financial markets, though this pattern needs to be validated with more data.
3. Notable Outliers
An analysis of the dataset revealed that the KES exchange rates primarily remained within the range of 0.0104 and 0.01048. However, certain instances deviate significantly from this numerical range. These deviations are typically associated with the peaks resulting in slightly higher rates compared to the rest. Such instances can be considered outliers in this context, though they are not extreme and appear to be part of the overall trend.
Note: This analysis is purely data-driven and considers only the given time series data. Several external factors such as changes in global financial trends, market events, announcements by financial institutions, or economic indicators may also significantly impact these exchange rates.