2024-04-30 Loti News
2024-04-29
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. Understanding the overall trend of the exchange rates
Based on the provided data, we can observe a general upward trend in the exchange rates over the period shown. The rates started from 0.07174 and ended at 0.07268 showing a gradual increase. This indicates that on a macro level, the value of the currency monitored is growing over this period.
2. Identifying any seasonality or recurring patterns in the changes of exchange rates
Narrowing down the time frame and investigating intra-day changes, we can see a pattern emerging: the rates show a slight decrease during early morning hours, followed by a modest increase throughout the rest of the day. This pattern is not unusual in finance and indicates some form of daily seasonality in the exchange rates.
3. Noting any outliers, or instances where the exchange rate differs significantly from what would be expected based on the trend or seasonality
Having revised the dataset, the most significant jump in the exchange rate occurs between the 14:45 timestamp and the 15:15 timestamp. The exchange rate increased from 0.07189 to 0.07256. This punctual change is larger than the changes seen at other times throughout the dataset, which makes it an outlier. Also, it is worth noting that before this significant change, the rates were generally fluctuating around 0.0718 - 0.0719, but after the jump, the new rates are seen mostly stabilizing around 0.0726.