From 8d6f9ba5cb6c562e5f40cca6d52131d1f58568f9 Mon Sep 17 00:00:00 2001
From: tndoan <doan.thanh.nam.1988@gmail.com>
Date: Sun, 6 Dec 2020 21:41:54 -0500
Subject: [PATCH] Chapter 2

---
 Chapter_02.ipynb | 1090 ++++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 1090 insertions(+)
 create mode 100644 Chapter_02.ipynb

diff --git a/Chapter_02.ipynb b/Chapter_02.ipynb
new file mode 100644
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+++ b/Chapter_02.ipynb
@@ -0,0 +1,1090 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "using CSV\n",
+    "using DataFrames\n",
+    "using Plots\n",
+    "using StatsPlots"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Advertising Data"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "adsData = CSV.File(\"dataset/Advertising.csv\") |> DataFrame;"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
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+       "</svg>\n"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "sales = adsData.sales\n",
+    "tv = adsData.TV\n",
+    "radio = adsData.radio\n",
+    "newspaper = adsData.newspaper\n",
+    "\n",
+    "p1 = scatter(tv, sales, xlabel=\"TV\", ylabel=\"Sales\")\n",
+    "p2 = scatter(radio, sales, xlabel=\"Radio\")\n",
+    "p3 = scatter(newspaper, sales, xlabel=\"Newspaper\")\n",
+    "\n",
+    "plot(p1, p2, p3, layout=(1, 3), legend=false, markercolor=\"red\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Income Data"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "incomeData = CSV.File(\"dataset/Income1.csv\") |> DataFrame;"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [
+    {
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+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "edu = incomeData.Education\n",
+    "income = incomeData.Income\n",
+    "\n",
+    "scatter(edu, income, legend=false, xlabel=\"Years of Education\", ylabel=\"Income\", markercolor=\"red\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Julia 1.5.1",
+   "language": "julia",
+   "name": "julia-1.5"
+  },
+  "language_info": {
+   "file_extension": ".jl",
+   "mimetype": "application/julia",
+   "name": "julia",
+   "version": "1.5.1"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}