2024-05-01 Kenyan Shilling News
2024-04-30
Summary of Yesterday
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
Understanding the overall trend of the exchange rates
Based on the provided data, it appears that the exchange rate for KES has remained quite stable for most of the period. It starts at around 0.01013 at the earliest timestamp and maintains a similar value for most of the time. However, an upward movement is observed towards the later part of the day, with the rate reaching 0.01033.
Identifying any seasonality or recurring patterns
It's difficult to discern any pronounced seasonality or recurring pattern from this dataset. The fluctuations seem to be small and perceivably random over the time frame. Any meaningful recurring patterns might be better discovered with data over a longer period. However, there is a relatively larger increase noted at the end of the time series at 23:00, which could hint at some activity pattern towards the end of the day.
Outliers and unexpected instances
There are no particular outliers or instances where the exchange rate varies significantly from the general pattern. There is a noticeable jump towards the end of the time series where the exchange rate moves from 0.01021 to 0.01033. Whilst this might seem a substantial move, given the scale of the fluctuation it's within acceptable bounds and doesn't necessarily represent an outlier. Instead, it could imply an upward trend beginning and further data would be required to confirm this.