Data Mining Long Structured Question

Using the data set above develop a DATA TREE CLASSIFIER for the data and discuss a summary of the output (20 marks)

Use Anaconda Jupyter notebooks to create the code.

If there is anything I need to clarify please ask

1 Region %_Monogamous %_Polygamous %_Living_Together %_Seperated %_Divorced %_Widow_or_Widower %_Never_Married Total_Count 2 Rural 63.60% 11.70% 0.40% 2.60% 1.30% 17.30% 3.10% 5164467 3 Urban 63.30% 5.30% 3.10% 3.20% 2.40% 7% 15.80% 1756606 4 Nairobi 64% 4.10% 5.70% 2.60% 1.60% 6.30% 15.70% 723057 5 Kirinyaga 71.30% 3% 0.20% 5.30% 1% 13.70% 5.60% 129598 6 Nyeri 68.90% 1% 2.70% 1.60% 0.60% 14.90% 10.20% 185123 7 Kilifi 49.50% 15.40% 0.20% 1.80% 6.20% 19.20% 7.80% 105510 8 Kwale 63.20% 15.40% 0.40% 4.90% 2.60% 12.30% 1.30% 107145 9 Mombasa 65.60% 7.50% 0.20% 3.40% 4.90% 9.50% 8.80% 196286 10 Tana River 56.20% 23.10% 0.80% 1.40% 0.90% 17.20% 0.50% 41043