{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Data Driven Modeling\n", "
\n", " | Rent | \n", "ZIP | \n", "Type_Apartment | \n", "Type_Duplex | \n", "Type_Single house | \n", "Type_Studio | \n", "Rooms | \n", "Year built | \n", "Living space | \n", "lng | \n", "lat | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "645.0 | \n", "5000 | \n", "1.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "1.0 | \n", "1954.0 | \n", "28.0 | \n", "8.041672 | \n", "47.397999 | \n", "
1 | \n", "1340.0 | \n", "5000 | \n", "1.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "4.0 | \n", "1971.0 | \n", "88.0 | \n", "8.057444 | \n", "47.379288 | \n", "
2 | \n", "1380.0 | \n", "5000 | \n", "1.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "3.0 | \n", "1968.0 | \n", "69.0 | \n", "8.057165 | \n", "47.378022 | \n", "
3 | \n", "1480.0 | \n", "5000 | \n", "1.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "3.5 | \n", "1976.0 | \n", "81.0 | \n", "8.057974 | \n", "47.400780 | \n", "
4 | \n", "1500.0 | \n", "5000 | \n", "1.0 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "4.0 | \n", "1968.0 | \n", "80.0 | \n", "8.057165 | \n", "47.378022 | \n", "