Function specification brainstorming （From William）

[ubc-mds]

Function specification brainstorming （From William）

[Tammy1128]

Hey, we could also write a function to generate a correlation between features! (From William)

[Tammy1128]

To start, I think we could have a function that plot the stock, a function to plot the correlation heatmap, and a function to summarize some key statistics (avg price over 50 days, 1 month, 1 year, percentage change, etc.) (From William)

[ZIBOWANGKANGYU]

Regarding log-transformation, I believe it can be a parameter for Moving average, exponential smoothing and prediction. This way, users can choose whether to do modeling and prediction on raw data or logged data. We can also add ARIMA as another function. (see here https://towardsdatascience.com/the-complete-guide-to-time-series-analysis-and-forecasting-70d476bfe775)