df['mean_1year'] = df.groupby('type')['price'].rolling('365D').mean().reset_index(0,drop=True)

downloadDownload PNG downloadDownload JPEG downloadDownload SVG

Tip: You can change the style, width & colours of the snippet with the inspect tool before clicking Download!

Click to optimize width for Twitter