2024-05-09 Kenyan Shilling News
2024-05-08
Summary of Yesterday
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
Overview of Data
The data provided consist of two columns, timestamp and exchange rates (KES). The timestamp column is in the format YYYY-MM-dd hh:mm:ss, providing information on the exact date and time the corresponding exchange rate was recorded.Trend Analysis
Upon close inspection, there is quite a stability in the exchange rates with small oscillations. Initially, the exchange rate started at 0.0103 and remained stable for a while. Then, it slightly increased to the value of 0.01046 and hovered around it for most of the time. There was a slight surge to 0.0105; however, this dropped back quickly to approximately 0.01048 -0.01049 and remained so, again revealing the stability of the exchange rates throughout the dataset.
Seasonality and Recurrence
Checking for seasonality or recurring patterns is quite a challenge in this dataset, given the high-frequency nature of the readings. However, the data does not reveal any discernible recurrent exchange rate pattern that can be clearly associated with specific timing within this data set. It would require longer-term data, possibly over a year or more, to identify any seasonality or regular fluctuations to coincide with certain events.
Noting the Outliers
There are not any significant outliers or instances in the data where the exchange rate departs from the expected range from my observation. Most of the variations in the exchange rates are minor and occur within a very narrow range. This suggests that the exchange rate remained fairly stable throughout the period.
It's important to note that while this analysis gives a general overview and trends about the KES, it doesn't take into account external influences such as economic indicators, market opening and closing, weekend or holidays. Those considerations often have a substantial impact on exchange rate movements.