diff --git a/2-Regression/2-Data/solution/notebook.ipynb b/2-Regression/2-Data/solution/notebook.ipynb index 205e1e53..7c8ec0b6 100644 --- a/2-Regression/2-Data/solution/notebook.ipynb +++ b/2-Regression/2-Data/solution/notebook.ipynb @@ -1,46 +1,187 @@ { - "metadata": { - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.0" - }, - "orig_nbformat": 2, - "kernelspec": { - "name": "python37364bit8d3b438fb5fc4430a93ac2cb74d693a7", - "display_name": "Python 3.7.0 64-bit ('3.7')" - }, - "metadata": { - "interpreter": { - "hash": "70b38d7a306a849643e446cd70466270a13445e5987dfa1344ef2b127438fa4d" - } - } - }, - "nbformat": 4, - "nbformat_minor": 2, "cells": [ { + "cell_type": "markdown", + "metadata": {}, "source": [ "## Linear Regression for Pumpkins - Lesson 2" - ], - "cell_type": "markdown", - "metadata": {} + ] }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 2, "metadata": {}, "outputs": [ { - "output_type": "execute_result", "data": { + "text/html": [ + "
\n", + " | City Name | \n", + "Type | \n", + "Package | \n", + "Variety | \n", + "Sub Variety | \n", + "Grade | \n", + "Date | \n", + "Low Price | \n", + "High Price | \n", + "Mostly Low | \n", + "... | \n", + "Unit of Sale | \n", + "Quality | \n", + "Condition | \n", + "Appearance | \n", + "Storage | \n", + "Crop | \n", + "Repack | \n", + "Trans Mode | \n", + "Unnamed: 24 | \n", + "Unnamed: 25 | \n", + "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
70 | \n", + "BALTIMORE | \n", + "NaN | \n", + "1 1/9 bushel cartons | \n", + "PIE TYPE | \n", + "NaN | \n", + "NaN | \n", + "9/24/16 | \n", + "15.0 | \n", + "15.0 | \n", + "15.0 | \n", + "... | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "N | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "
71 | \n", + "BALTIMORE | \n", + "NaN | \n", + "1 1/9 bushel cartons | \n", + "PIE TYPE | \n", + "NaN | \n", + "NaN | \n", + "9/24/16 | \n", + "18.0 | \n", + "18.0 | \n", + "18.0 | \n", + "... | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "N | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "
72 | \n", + "BALTIMORE | \n", + "NaN | \n", + "1 1/9 bushel cartons | \n", + "PIE TYPE | \n", + "NaN | \n", + "NaN | \n", + "10/1/16 | \n", + "18.0 | \n", + "18.0 | \n", + "18.0 | \n", + "... | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "N | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "
73 | \n", + "BALTIMORE | \n", + "NaN | \n", + "1 1/9 bushel cartons | \n", + "PIE TYPE | \n", + "NaN | \n", + "NaN | \n", + "10/1/16 | \n", + "17.0 | \n", + "17.0 | \n", + "17.0 | \n", + "... | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "N | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "
74 | \n", + "BALTIMORE | \n", + "NaN | \n", + "1 1/9 bushel cartons | \n", + "PIE TYPE | \n", + "NaN | \n", + "NaN | \n", + "10/8/16 | \n", + "15.0 | \n", + "15.0 | \n", + "15.0 | \n", + "... | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "N | \n", + "NaN | \n", + "NaN | \n", + "NaN | \n", + "
5 rows × 26 columns
\n", + "\n | City Name | \nType | \nPackage | \nVariety | \nSub Variety | \nGrade | \nDate | \nLow Price | \nHigh Price | \nMostly Low | \n... | \nUnit of Sale | \nQuality | \nCondition | \nAppearance | \nStorage | \nCrop | \nRepack | \nTrans Mode | \nUnnamed: 24 | \nUnnamed: 25 | \n
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
70 | \nBALTIMORE | \nNaN | \n1 1/9 bushel cartons | \nPIE TYPE | \nNaN | \nNaN | \n9/24/16 | \n15.0 | \n15.0 | \n15.0 | \n... | \nNaN | \nNaN | \nNaN | \nNaN | \nNaN | \nNaN | \nN | \nNaN | \nNaN | \nNaN | \n
71 | \nBALTIMORE | \nNaN | \n1 1/9 bushel cartons | \nPIE TYPE | \nNaN | \nNaN | \n9/24/16 | \n18.0 | \n18.0 | \n18.0 | \n... | \nNaN | \nNaN | \nNaN | \nNaN | \nNaN | \nNaN | \nN | \nNaN | \nNaN | \nNaN | \n
72 | \nBALTIMORE | \nNaN | \n1 1/9 bushel cartons | \nPIE TYPE | \nNaN | \nNaN | \n10/1/16 | \n18.0 | \n18.0 | \n18.0 | \n... | \nNaN | \nNaN | \nNaN | \nNaN | \nNaN | \nNaN | \nN | \nNaN | \nNaN | \nNaN | \n
73 | \nBALTIMORE | \nNaN | \n1 1/9 bushel cartons | \nPIE TYPE | \nNaN | \nNaN | \n10/1/16 | \n17.0 | \n17.0 | \n17.0 | \n... | \nNaN | \nNaN | \nNaN | \nNaN | \nNaN | \nNaN | \nN | \nNaN | \nNaN | \nNaN | \n
74 | \nBALTIMORE | \nNaN | \n1 1/9 bushel cartons | \nPIE TYPE | \nNaN | \nNaN | \n10/8/16 | \n15.0 | \n15.0 | \n15.0 | \n... | \nNaN | \nNaN | \nNaN | \nNaN | \nNaN | \nNaN | \nN | \nNaN | \nNaN | \nNaN | \n
5 rows × 26 columns
\n