Bitcoin Witnesses Unpredictable Fluctuations in Exchange Rates on April 25 2024
2024-04-25
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
The overall trend of the exchange rates seems to be relatively stable, with some fluctuations throughout the period. There does not appear to be a consistent increase or decrease over time. The rates have varied from around 86595.53882 to as high as 89116.75052.
Seasonality or Recurring Patterns
For analyzing the seasonality or recurring patterns in the BTC data, A more detailed or granular timescale could reveal daily or hourly patterns, but based on the overall dataset provided here, no clear seasonality or recurring pattern can be deciphered. This could be due to the nature of Bitcoin's volatility, where prices are influenced by multiple factors that cannot be accurately predicted or followed in a cyclical manner.
Noting Any Outliers
Regarding outliers, given the nature of Bitcoin, short-term fluctuations can be significant, but these are common and therefore might be considered as part of the normal trading activity rather than true outliers. Flash crashes and sudden spikes are part of the normal pattern of Bitcoin’s price behavior. Consistent noise is present in the data, which is expected in the crypto market due to its volatility. But a more statistical approach like Z-score or IQR could be employed to exactly pinpoint the outliers in the data.