Question: . Create and populate a 2 - dimensional NumPy array named temperature _ data that stores theaverage monthly temperatures for the past five years. Each

. Create and populate a 2-dimensional NumPy array named temperature_data that stores theaverage monthly temperatures for the past five years. Each row represents a year, and each columnrepresents a month. Display the array.b. Create a box plot using Plotly to visualise the distribution of temperatures across the months for thepast five years. Label the x-axis with the month names and the y-axis with "Temperature (\deg C)".Provide a suitable title for the plot.c. Create a heatmap using Plotly to visualise the average monthly temperatures over the past fiveyears. Label the x-axis with the month names and the y-axis with the years. Provide a suitable titlefor the plot.

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