Use Global Gold price - Historical Data (1979-Present)

https://www.kaggle.com/datasets/jishnukoliyadan/gold-price-1979-present from kaggle with size ( 815 kb )

Read the data as a dataframe.

Create visualizations that show the distribution of each numerical column.

Group the data by year, considering the average price in each year.

Plot the data you got as an output from group by with time on the horizontal axis and gold price on the vertical. Be sure to provide a title and labels for the horizontal and vertical axes.

Visualize the gold price in the last ten years (choose the appropriate chart).

Create, then train a regression model, then use it to predict the gold price in the next five time periods.

what the result