Plz do it ASAP. It's urgent, Same goes for this "Q". Immediate Upvote will be done!!

Q-5 (7.5 Marks) Analyze the following dataset of a company to classify weather the profit will increase or fall. Use ID3 algorithm and Calculate Entropy and Information Gain of each attribute to identify root node of the decision tree and its branches where first four attributes are predictor and the last attribute is the target attribute. You must mention each step to get marks. OrderDate Region Representative Item Total Units Unit Cost 2 125.00 Desk Desk 250.00 625.00 5 125.00 7 1.29 Pencil Binder 4.99 Pencil 1.29 9.03 54.89 18.06 539.73 251.72 Pen Binder 9/1/14 Central Sana 6/17/15 Central Kanwal 9/10/15 Central Gull 11/17/15 Central Jibran 10/31/15 Central Adam 2/26/14 Central Gull 10/5/14 Central Misbah 12/21/15 | Central Adam 2/9/14 Central Jibran 8/7/15 Central Kanwal 1/15/15 Central Gull 1/23/14 Central Kanwal 3/24/15 Central Jibran 5/14/15 Central Gull 11 14 27 28 28 19.99 8.99 4.99 4.99 Binder 139.72 Pencil 36 Pen Set 42 23.95 8.99 179.64 1,005.90 413.54 Binder 46 50 19.99 999.50 Binder Pen Set 249.50 50 53 4.99 1.29 Pencil 68.37