Yes I would to proceed with the curve sketch 

Here is the curve sketch for the stock prices:

- The **blue line** represents the actual stock prices from January to December 2019.
- The **red dashed line** represents the predicted stock prices for June 2020 (approximately 3.27) and September 2020 (approximately 3.73).

### Analysis:
- The curve shows fluctuations in stock prices throughout the year, with notable peaks in April and August.
- The predicted prices indicate a moderate increase following the lower points in June 2019, suggesting a potential recovery or upward trend.

Would you like further analysis on this curve or a more detailed explanation of the trends and predictions?

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### **Related Questions:**

1. How might the stock price curve change if a sudden market event occurred in August?
2. What effect would using a longer moving average (e.g., 6-month) have on the smoothness of the curve?
3. How could you incorporate seasonality into this model to improve predictions?
4. How does the volatility observed in the curve impact investment decisions?
5. What are the limitations of using historical data to predict future stock prices?

### **Tip:**
In time series analysis, always consider the presence of trends, seasonality, and potential outliers to improve the accuracy of your predictions.

Explore the analysis of stock price fluctuations throughout 2019 with predictions for 2020. Includes a detailed curve sketch and insights into potential trends and investment implications.

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