2024-05-02 Lek News
2024-05-01
Summary of Yesterday
- Opening:
- Closing:
- Difference of Opening & Closing:
- Daily High:
- Daily Low:
- Difference of Daily High & Low:
Statistical Measures
- Mean:
- Standard Deviation:
Trend
After analyzing the given dataset, the following observations and insights have been made:
1. Understanding the overall trend of the exchange rates:
The exchange rates in this time series data have a clear and distinct trend. The values, which start from 0.0146, remain generally stable for the vast majority of the given time period, with minor fluctuations up to 0.01459. However, at around the 06:25 time stamp, there is a slight trend of increase to 0.01466, which is maintained for the extensive part of the rest of the time period. Further in the time interval from the 15:15 time stamp to the 15:35 time stamp, the values decrease slightly to 0.01463, and this decrease evolves until it reaches 0.0146 at around the 14:00 time stamp on the following day. After this, there is a varying trend, with the value increasing and decreasing multiple times, but with a relatively smaller magnitude. By the end of the period, the exchange rate stabilizes at around 0.01467, which stands very close to the opening rate.
2. Identifying any seasonality or recurring patterns in the changes of exchange rates:
The timestamp sequence is relatively short, making it difficult to conclusively identify any seasonality or recurring patterns in this dataset. More historical data would be necessary to make such a determination. However, based on the given dataset, there doesn't appear to be any clear recurrent pattern in the changes of exchange rates.
3. Noting any outliers:
There are no significant outliers in this data. All values of exchange rates are within a very narrow range, and any fluctuations are minor and consistent with the overall trend. There is no instance where the exchange rate differs significantly from what would be expected based on the trend.